{"text_format":"1","workbook":"xlsx","n_sheets":64,"sheets":["Ch03","ES(9)","ES(10)","ES(11)","ES(12)","ES(13)","ES(14)","ES(15)","Topics","Notes","Location","Location (an)","MeanPorS","MeanPorS (an)","Mean","Mean (an)","Median","Median (an)","Mode","Mode (an)","Skew","Skew (an)","S(L)","S(B)","S(R)","BonusV(9)","BonusV(9an)","WeightedMean","WeightedMean (an)","GeoMean","GeoMean (an)","P","PercentileQuartile","PercentileQuartile (an)","V(1)","V(2)","V(3)","VariationFormulas","V(4)","V(4an)","V(5)","V(5an)","V(6)","V(7)","V(7an)","V(8)","V(8an)","z","z(1)","z(1an)","z(2)","z(2an)","Empirical Rule","Empirical Rule (an)","Chebyshev","Chebyshev (an)","B & C","B & C (an)","Outliers","Outliers (an)","5NS-Key","5NSBP","5NSBP (an)","ImproperToProper"],"not_rendered":{"charts":41,"images":12,"macros":0,"external_links":0,"defined_names":76,"comments":0,"pivot_tables":2},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900"}

{"sheet":"Ch03","index":0,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Chapter 03 - Descriptive Statistics"]
[null,"Numerical Measures"]
[]
[]
[null,"Excel Business Statistics 9-15"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(9)","index":1,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[11,1,14,9],[1,1,6,9],[8,1,10,9],[7,1,7,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Central Location"]
[null,"Mean, Median, Mode, Moving Ave., Skew & Power Query too!"]
[]
[]
[null,"Excel Business Statistics 9"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(10)","index":2,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Central Location:"]
[null,"Weighted Mean"]
[]
[]
[null,"Excel Business Statistics 10"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(11)","index":3,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Central Location:"]
[null,"Geometric Mean"]
[]
[]
[null,"Excel Business Statistics 11"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(12)","index":4,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Location:"]
[null,"Percentile, Quartile and Rank"]
[]
[]
[null,"Excel Business Statistics 12"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(13)","index":5,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Variation & Dispersion:"]
[null,"Range, Variance, Standard Deviation, Coefficient of Variation"]
[]
[]
[null,"Excel Business Statistics 13"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(14)","index":6,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Measures of Relative Location:"]
[null,"Z-Score, Empirical Rule,\nChebyshev's Theorem, Outliers"]
[]
[]
[null,"Excel Business Statistics 14"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"ES(15)","index":7,"n_rows":23,"n_cols":8,"rows_kept":23,"cut":false,"hidden":false,"merged":[[1,1,6,9],[7,1,7,9],[8,1,10,9],[11,1,14,9]]}
[]
[null,"Excel Business\nStatistical Analysis:"]
[]
[]
[]
[]
[]
[null,"Power Query & Array Formulas for:"]
[null,"5-Number Summary\nBox & Whiskers Chart"]
[]
[]
[null,"Excel Business Statistics 15"]
[]
[]
[]
[]
[null,"Excel Statistical Analysis 7: Cross Tabulation, Visualizations, AND Logical Tests, Simpson’s Paradox"]
[null,{"$f":"LEN(B17)","v":100}]
[null,null,{"$f":"LEN(C18)","v":0}]
[]
[]
[]
[null,null,null,null,null,null,null,"Microsoft 365 Excel"]

{"sheet":"Topics","index":8,"n_rows":30,"n_cols":11,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Chapter 3"]
[]
[null,"Descriptive Statistics: Numerical Measures"]
[]
[null,null,"Measures of Location"]
[null,"Video 9","Mean",null,null,null,null,null,null,null,"Excel Statistical Analysis 09: Mean, Median, Mode, Skew"]
[null,null,"Meadin"]
[null,null,"Mode"]
[null,null,"Moving Average"]
[null,null,"Measures of Distribution Shape"]
[null,null,"Histgrams"]
[null,null,"Skew"]
[null,"Video 10","Weighted Mean",null,null,null,null,null,null,null,"Excel Statistical Analysis 10: Weighted Mean"]
[null,"Video 11","Geometric Mean",null,null,null,null,null,null,null,"Excel Statistical Analysis 11: Geometric Mean"]
[null,"Video 12","Percentiles",null,null,null,null,null,null,null,"Excel Statistical Analysis 12: Percentile and Quartile"]
[null,null,"Quartiles"]
[null,"Video 13","Measures of Variabilty",null,null,null,null,null,null,null,"Excel Statistical Analysis 13: Range, Variance, Standard Deviation, Coefficient of Variation"]
[null,null,"Range"]
[null,null,"Interquartile Range"]
[null,null,"Variance"]
[null,null,"Standard Deviation"]
[null,null,"Coefficinet of Variation"]
[null,null,"Finance & Standard Deviation"]
[null,"Video 14","Relative Location: Z-Score, Chebyshev's & Empirical Rule and Outliers",null,null,null,null,null,null,null,"Excel Statistical Analysis 14: Z-Score, Chebyshev's Theorem, Empirical Rule, Outliers"]
[null,null,"Z-Score"]
[null,null,"Chebyshev's Theorem"]
[null,null,"Empirical Rule"]
[null,null,"Detecting Outliers"]
[null,"Video 15","Five-Number Summary & Boxplots",null,null,null,null,null,null,null,"Excel Statistical Analysis 15: 5-Number Summary and Box Plot (Box & Whiskers Chart)"]

{"sheet":"Notes","index":9,"n_rows":242,"n_cols":6,"rows_kept":242,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Sampling Terms"]
[null,"Population: The set of all elements of interest in a particular study"]
[null,"Sample: A subset of the population"]
[null,"Inferential Statistics: The process of using data obtained from a sample to make estimates and test hypotheses about the characteristics/attribute of a population"]
[null,"If the measures are computed for data from a sample, they are called sample statistics."]
[null,"If the measures are computed for data from a population, they are called population parameters."]
[null,"In Statistical Inference, a sample statistic is referred to as the point estimator of the corresponding population parameter."]
[null,"Since it is usually impossible to get all the numbers for a population, we have to use sample statistics to reasonably estimate the population parameter!"]
[null,"Example: calculate an sample average of number of salmon in Puget Sound and use it as the estimate of the population average of number of salmon in Puget Sound - \"We can't count all the fish in the sea!!\""]
[]
[null,"More about Point estimation in chapter 7."]
[]
[null,"Measures of Location:"]
[null,"Location"]
[null,"Location locates, or positions, a data point against the full data set such as:"]
[null,"The Mean calculation which calculates a central value, a typical value, a value near the middle, "]
[null,"The Percentile calculation that can say things like \"for that particular number, 75% of the other values are below that value and 25% of the other values are below that value\"."]
[null,"The Z-Score, which tells you the relative position of a number in units of Standard Deviation."]
[null,"Average = Typical Value = Measure of central location"]
[null,"\"Typical Values\" calculated so that we have one value that can represent all the data points."]
[null,"Mean"]
[null,"Arithmetic Mean: Add them up and divide by the count. Use these math formulas:"]
[]
[null,"Good for quantitative data when there are not extreme values - extreme values can make the mean look too big or too small (Median more representative of a typical value in that case)"]
[null,"The sample mean is a point estimator of the population mean"]
[null,"In Excel use: AVERAGE function"]
[null,"Median"]
[null,"Sort, then take the one in the middle. If count odd, take one in middle, if even, average middle two."]
[null,"Marks the point in the sorted list (an actual number) where approximately 50% of the numbers are above and 50% of the numbers are below"]
[null,"Good for quantitative data when there are extreme values (like house prices and salaries)"]
[null,"Median can be a better measure of central location, than mean, when there are extreme values"]
[null,"In Excel use: MEDIAN function"]
[null,"Mode"]
[null,"One that occurs most frequently (can be bimodal, multimodal)"]
[null,"Bimodal means two numbers are tied with highest frequency. Multimodal means there are multiple modes."]
[null,"Good for Categorical Data (Nominal and Ordinal)"]
[null,"Mode is the only way to calculate an \"average\" for categorical data"]
[null,"In Excel use: MODE.SNGL or MODE.MULT functions for quantitative data and PivotTables for Categorical or quantitative data."]
[null,"MODE.SNGL will only show 1 mode if the data set is bi-modal or multi-modal. MODE.MULT can be used for multiple modes."]
[null,"MODE.MULT can be used for multiple modes and will spill the results from the top cell where the formula lives."]
[null,"Weighted Mean"]
[null,"Fast way to calculate Mean when you have a Frequency Table or Relative Frequency Table. Use these math formulas:"]
[]
[null,"Use Excel Formula: SUMPRODUCT(Values, Weights)/SUM(Weights)"]
[null,"Geometric Mean"]
[null,"Used to calculate the average compounding rate per period for % change or % growth numbers. The average compounding rate per period is the rate that can be used in multiplicative growth formulas to calculate an end amount from a begin amount across equal size time periods. In finance it is used to calculate the \"Average Compounding Rate Per Period\" for an investment. Use one of two formulas:",null,null,"\"Rates of Change\" and \"Growth Rates\" are synonyms"]
[null,"Geometric Mean Formula 1:"]
[null,"Use when you are given all the \"Growth Rates\" or \"Rates of Change\" or \"% Change\" amounts across all equal sized periods"]
[]
[null,"\"Growth Rates\" or \"Rates of Change\" or \"% Change\" = % change from one equal size period to the next"]
[null,"Growth Factor = 1 + Growth Rate = Factor you can multiply by Begin Value to get End Value. Growth Factor ALWAYS >= 0"]
[null,"In Excel use:"]
[null,"GEOMEAN(RangeOfGrowthRates+1) = 1 + Geometric Mean = 1 + Average Compounding Rate per Period"]
[null,"GEOMEAN(RangeOfGrowthRates+1)-1 = Geometric Mean = Average Compounding Rate per Period"]
[null,"Geometric Mean Formula 2:"]
[null,"Use when you are given the Begin Value, End Value and the number of periods"]
[]
[null,"In Excel use:"]
[null,"RRI function. Function arguments: RRI(n,PV,FV) = RRI(NumberOfPeriods,BegValue, EndValue)  = Geometric Mean = Average Compounding Rate per Period"]
[null,"Formula: =(EndValue/BegValue)^(1/NumberOfPeriods)-1 = Geometric Mean = Ave. Compounding Rate per Period"]
[null,"MUST use Geometric Mean (not arithmetic mean) if you want the true \"average\" compounding rate per period"]
[null,"Arithmetic Mean overestimates"]
[null,"Arithmetic Mean is for additive processes. Geomean is for multiplicative processes"]
[null,"In finance, when calculating End Values, use Geometric Mean; however, arithmetic mean is used in some situations like for Standard Deviation, Correlation, and other calculations that do not require true \"average\" compounding rate per period."]
[null,"Percentiles/Quartiles"]
[null,"Marker that divides the sorted data set and says what % are above and what % are below"]
[null,"Percentiles"]
[null,"Provides information about how the data are spread over an interval from smallest to largest value (ascending)"]
[null,"A number that divides the ascending sorted data set, or marks the point in the ascending sorted list where approximately X% of the numbers are below and approximately 1-X% of the numbers are above the marking point. For example, on a recent exam a score of 78.75 marks the point in the ascending sorted data set, where 75% of the scores were below that score ands 25% of the scores were above that score."]
[null,"Use Percentiles for quantitative data without a lot of duplicates"]
[null,"Note: There is NOT just one way to calculate percentiles. Percentile calculations are estimations, this is why we use the word \"approximate\" when we talk about percentiles"]
[null,"In Excel use:"]
[null,"PERCENTILE.EXC function. Function arguments: PERCENTILE.EXC(array,k) = PERCENTILE.EXC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list. The function uses formula: P%*(n+1) to get the position. If the k argument contains a 0% or 100% (min or max values), the function yields an error. THE \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses."]
[null,"PERCENTILE.INC function. Function arguments: PERCENTILE.INC(array,k) = PERCENTILE.INC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list. The function uses formula: p*n+(1-p) to get the position. This function allows the k argument to contain a 0% or 100% to deliver the min or max values. THE \"INC\" in the function name indicates that the function includes the min and max values. "]
[null,"For big data sets, these two function deliver similar results."]
[null,"Quartiles"]
[null,"Provides the three values that will divides the ascending sorted data set into four parts: first 25%, second 25%, third 25% and fourth 25%"]
[null,"In Excel use:"]
[null,"QUARTILE.EXC function. Function arguments: QUARTILE.EXC(array,quart) = QUARTILE.EXC(ArrayOfNumbers, 1or2or3).  The function uses formula: P%*(n+1) to get the position. THE \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses.",null,null,"QUARTILE.EXC function uses P%*(n+1) to get the position."]
[null,"QUARTILE.INC function. Function arguments: QUARTILE.INC(array,quart) = QUARTILE.INC(ArrayOfNumbers, 0or1or2or3,or4).  The function uses formula: p*n+(1-p) to get the position. THE \"INC\" in the function name indicates that the function includes the min and max values. To deliver the Five Number Summary, use the formula: =QUARTILE.INC(ArrayOfNumbers, {0;1;2;3;4}) to display the numbers vertically, or =QUARTILE.INC(ArrayOfNumbers, {0,1,2,3,4}) to display the numbers horizontally.",null,null,"QUARTILE.INC function p*n+(1-p) to get the position. "]
[null,"Percentile Rank"]
[null,"PERCENTRANK.EXC and PERCENTRANK.INC opposite of PERCENTILE.EXC and PERCENTILE.INC. Whereas PERCENTILE functions calculates the marker value when you give it a % Percentile Value, PERCENTRANK functions calculates % Percentile Value when you give it a value."]
[null,"Rank"]
[null,"Ranks numbers, 1st, 2nd, 3rd and so on for \"Biggest to Smallest\" or \"Smallest to Biggest\""]
[null,"In Excel use:"]
[null,"RANK.AVG function. This provides an average of ranks when there is a tie. Function arguments: RANK.AVG function(number,ref,order) = RANK.AVG function(NumberToRank,ArrayOfNumbers, AscendingOrDescending)"]
[null,"RANK.EQ function. This provides equivalent ranks when there is a tie. Function arguments: RANK.EQ function(number,ref,order) = RANK.EQ function(NumberToRank,ArrayOfNumbers, AscendingOrDescending)"]
[null,"Variability"]
[null,"Variability answers the questions:"]
[null,"What is the dispersion in the data?"]
[null,"How spread out is the data?"]
[null,"Range"]
[null,"Range = Max value - Min value"]
[null,"The bigger the range, the more the variability or spread in the data"]
[null,"It is simple to calculate, but sensitive to extreme values"]
[null,"Interquartile Range"]
[null,"Interquartile Range = Quartile 3 - Quartile 1"]
[null,"The bigger the range, the more the variability or spread in the data"]
[null,"The Interquartile Range tells you the range for the middle 50% of the data. It overcomes the sensitivity to extreme values that range has"]
[null,"Deviation"]
[null,"Deviation = Particular X value - Mean"]
[null,"It tells you how far one datum is from the mean. \"How far above or below the mean is the particular value?\""]
[null,"For any data set, the sum of the deviations is always zero!!!! This is why mathematically, when we calculate variance or standard deviation, we either square the values before we add."]
[null,"Variance"]
[null,"A Numerical Measure that says how much variability there is in the data points"]
[null,"Variance uses all the data points, not just some like Range and Interquartile Range"]
[null,"Variance has squared units, which makes interpreting it difficult. Standard Deviation undoes the squared units and is thus easier to interpret and is more commonly used",null,null,null,"Sample 𝑆𝑡𝑎𝑛𝑑𝑎𝑟𝑑 𝐷𝑒𝑣𝑖𝑎𝑡𝑖𝑜𝑛"]
[null,"Math Formulas:"]
[]
[null,"In Excel use: VAR.P function for population data and VAR.S for sample data."]
[null,"Standard Deviation = SD"]
[null,"Standard Deviation uses all the data points, not just some like Range and Interquartile Range"]
[null,"Standard Deviation does not have squared units (like Variance) and is thus easier to interpret; the standard deviation has the same units as the data."]
[null,"Population Standard Deviation = \"little sigma\" = s ; Sample Standard Deviation = s"]
[null,"The sample standard deviation is a point estimator of the population standard deviation"]
[null,"Interpretation of Standard Deviation:"]
[null,"A numerical measure that says how much variability/dispersion there is in the data in relation to the mean"]
[null,"Standard Deviation is like an average of the deviations"]
[null,"Standard Deviation tells us how fairly the mean represents its data points"]
[null,"Standard Deviation tells us how clustered the data points are around the mean"]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[null,"Math Formulas:"]
[]
[null,"In Excel use: STDEV.P function for population data and STDEV.S for sample data."]
[null,"Coefficient of Variation"]
[null,"In Excel create math formula = (Standard Deviation)/Mean = Coefficient of Variation"]
[null,"Coefficient of Variation converts Standard Deviation to Standard Deviation per unit of Mean so you can compare:"]
[null,"1) Data in different units."]
[null,"     or"]
[null,"2) Data in the same units, but the means are far apart."]
[null,"Coefficient of Variation answers the question: \"For every one unit of mean, what is the Standard Deviation?\""]
[null,"In Finance you see the inverse formula = (Average Return)/(Standard Deviation) = Return for 1 unit of risk"]
[null,"Shape of Distribution, Relative Location, Outliers"]
[null,"Shape of Distribution"]
[null,"Histograms"]
[null,"Histograms show the shape of the distribution visually."]
[null,"A few short column heights to the left means skew negative of left"]
[null,"A few tall column heights to the right means skew positive or right"]
[null,"Bell shape or Symmetrical Shape indicates no skew"]
[null,"Skew"]
[null,"Skew measures the shape of the data distribution"]
[null,"Skew tells to which way the distribution is tilting"]
[null,"Skew = tilt of Histogram"]
[null,"In Excel use: The SKEW function to calculate the Skew. SKEW function uses the formula listed below =>"]
[]
[null,"When we calculate skew, the result can be negative (skew left), positive (skew right) or zero (no skew)."]
[null,"Left or Negative Skew"]
[null,"The frequency for small numbers is low and the frequency for large numbers is high"]
[null,"A few small values will tend to pull the Mean down away from Median"]
[null,"Mean usually less than Median"]
[null,"Right or Positive Skew"]
[null,"The frequency for large numbers is low and the frequency for small numbers is high"]
[null,"A few big values will tend to pull the Mean up away from Median"]
[null,"Mean usually greater than Median"]
[null,"No Skew = Bell Shape or Symmetrical Shape"]
[null,"Mean and Median equal, and Mean, Median and Mode tend to all be right near the middle of the data set."]
[null,"Relative Location"]
[null,"The goal of relative location is to determine, in a data set, how far a particular x value is from the mean."]
[null,"Z-Score = Standardized Value"]
[null,"Z-score measures the relative location of a particular x in the data set (as compared to the mean), in units of standard deviation."]
[null,"Z-Score tells you \"How Many Standard Deviations The Particular Value Is Away From The Mean\". 1? -1? 1.5? 0?"]
[null,"zi <  0, value below mean\nzi >  0, value above mean\nzi = 0, value is equal to mean"]
[null,"Observations in 2 different data sets that have the same z-score are said to have the same relative location or the same number of standard deviations away from the mean."]
[null,"In Excel use the formulas:"]
[null,"Z-Score = (Particular Value - Mean)/StandardDeviation = zi = (xi-Xbar)/s"]
[null,"Use STANDARDIZE function to calculate z-score. Function arguments: STANDARDIZE(a,mean, standard_dev) = STANDARDIZE(ParticularXiValue,Mean,StandardDeviation"]
[null,"Chebyshev's Theorem"]
[null,"Chebyshev's Theorem can determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for any shape distribution"]
[null,"Russian Mathematician, P.L. Chebyshev (1821-1894)"]
[null,"Chebyshev's Theorem:"]
[null,"Allows us to make a statement about the proportion of data values that must be within a specified number of standard deviations of the mean.\nFor example:\n75% of the students must have a test score between 34 and 86"]
[null,"Rule:\nAt least (1 - 1/z^2) of the values in any data set will be\n within z standard deviations of the mean, where z is\n any value greater than 1."]
[null,"Real power of this Theorem:\nApplies to any data set regardless of the shape of the distribution of the data!"]
[null,"At least 0.75, or 75.00%, of the data values must be within z = 2 standard deviations of the mean"]
[null,"At least 0.89, or 89.00%, of the data values must be within z = 3 standard deviations of the mean"]
[null,"At least 0.94, or 94.00%, of the data values must be within z = 4 standard deviations of the mean"]
[null,"Empirical Rule:"]
[null,"The Empirical Rule can determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for a bell-shape or normal distribution (symmetric distribution)"]
[null,"Empirical Rule:"]
[null,"Approximately 68% of the data values will be within 1 Standard Deviation of the Mean"]
[null,"Approximately 95% of the data values will be within 2 Standard Deviations of the Mean"]
[null,"Approximately 99% of the data values (almost all the data) will be within 3 Standard Deviations of Mean"]
[null,"* MUCH more about Normal Distribution / Bell Shaped Distribution and the Empirical Rule later in the class."]
[null,"Detecting Outliers"]
[null,"Outlier"]
[null,"An outlier is an unusually small or unusually large value in a data set."]
[null,"+/- 3 Z Scores Outlier Rule"]
[null,"A data value with a z-score less than -3 or greater than +3 might be considered an outlier."]
[null,"An Outlier can be:\n1)an incorrectly recorded data value\n2)a data value that was incorrectly included in the data set\n3) a correctly recorded data value that belongs in the data set    "]
[null,"In Excel, the ABS function determines the absolute value of a number (distance away from zero)"]
[null,"5 Number Summary"]
[null,"5 Number Summary Provides information like:"]
[null,"Minimum Value "]
[null,"Maximum Value"]
[null,"Median"]
[null,"Range (Max - Min)"]
[null,"Quartiles"]
[null,"Interquartile Range (Quart 3 - Quart 1 = range for middle 50%)"]
[null,"Basis for building Box Plot"]
[null,"Box Plot (Box and Whisker) Chart and Outliers Rule of 1.5"]
[null,"A Box Plot is a visual way to show the spread in the data. It visualizes the 5 Number Summary and shows outliers"]
[null,"In Excel use the: \"Box and Whisker\" Chart."]
[null,"Horizontal lines for Lower and Upper Limits that indicate that anything past is an Outlier.\nLower Limit = Quartile 1 - 1.5*Interquartile Range, or 0.\nUpper Limit = Quartile 3 + 1.5*Interquartile Range\n**Although for this class we will use 1.5, other multiples can be used"]
[null,"Example of Excel Box and Whisker Chart:"]
[]
[]
[null,"Excel Notes:"]
[null,"Dynamic spilled array formulas details:"]
[null,"For dynamic spilled array formulas, the formula lives in the top left cell of the spilled range and must be edited in that cell. Spilled results below top cell are greyed out in the formula bar."]
[null,"The spilled values can be dynamically referred to with the cell address of the top left cell in the spilled range and the spilled range operator, #. For example, if the spilled array formula resides in cell E3, the spilled range reference is #E3."]
[null,"If there is data in the way of a spilled array, a #SPILL! error is displayed in the top left cell."]
[null,"Dynamic spilled array formulas are dynamic because when the source data changes and the spilled array expands or contracts, the values emanating from the top left cell expand and contract accordingly."]
[null,"Advantages of Dynamic Spilled Array Formulas vs. \"Old School\" formulas:"]
[null,"Don't have to lock cell reference"]
[null,"Don't have to copy formula"]
[null,"Editing is done in top cell and edited formula automatically spills down"]
[null,"Dynamic Spilled Array Worksheet Functions used in Video:"]
[null,"The MODE.MULT array function which delivers one or more modes."]
[]
[null,"The UNIQUE array function can deliver unique set of items from a table, a column, or a row.  A unique set of items is when you select and list only items that occur exactly one time in the data set."]
[null,"The SORT array function can sort a row, a column or a table in ascending or descending order. The default sort order is ascending (smallest to biggest)."]
[null,"The SEQUENCE array function generates a sequence of numbers in a row, a column or a table, based on the formula inputs for the number of rows in the final sequence, the number of columns in the final sequence, a start value and an increment value."]
[null,"The FILTER array function allows you to filter a set of values to show only that values that meet a logical test. The array argument contains the values that you want to filter. The include argument requires an array of TRUE and FALSE values (same dimension as array argument values) to indicate which values to keep (TRUE) and with ones to filter out (FALSE)."]
[null,"Other Worksheet Functions used in Video:"]
[null,"The COUNTIFS function makes a conditional count calculation based on one or more logical tests. The criteria_range1 argument contains the full range with all the conditional items. The criteria1 argument contains one or more conditions for counting items from the criteria_range1 argument. You can place one or more conditions into the criteria1 argument: when you place one condition into the criteria1 argument, the COUNTIFS function delivers a single answer, but when you place more than one condition into the criteria1 argument, the COUNTIFS function spills an array of answers into the worksheet, one for each condition. If you need to use a comparative operator with the condition, you must join the comparative operator to the cell with the condition, like: \"<\"&J27. You can have up to 127 pairs of criteria_rangeN criteriaN arguments that will run an AND Logical Test to make the conditional count calculation."]
[null,"Comparative Operator Note:"]
[null,"* When using comparative operators in functions like COUNTIFS, SUMIFS, AVERAGEIFS, MINIFS and MAXIFS, you must join the comparative operator to the cell with the condition, like: \">\"&J28.\n* But when you use a comparative operator in a formula that makes a direct logical test formula calculation, you do not use quotes or an ampersand (join operator), like: CPAScoreTable[CPA Test 1]<J27. Example of this note is in video #15."]
[null,"Unpivot Power Query feature to convert an Improper Data Set to a Proper Data Set:"]
[null,"The Improper Data Set has a unique list of elements from a single variable column show as column headers, with data points below each column header. The Improper Data Set is more difficult to deal with when performing data analysis. The Proper Data Set lists only the variable fields and does not show elements from a variable field as column headers. A Proper Data Set shows only variable fields, in the CPA example: CPATest and Score. The feature that you use to convert the Improper Data Set to a Proper Data Set is the Unpivot feature."]
[]
[]
[]
[]
[]
[]
[]
[null,"Descriptive Statistics Tool to quickly calculate many statistics quickly"]
[null,"Data Ribbon Tab, Analysis group, Data Analysis button, select \"Descriptive Statistics\", in Input Range text box select column of values and Field Name, select dialog button for \"Columns\", check the check box for \"Labels in First Row\", select output location you want, check the check box for \"Summary Statistics\""]
[null,"This feature calculates many statistics quickly, but the output in not linked to the source data cells and will NOT update if source data changes, like formulas would"]
[null,"Excel Box Plot Notes:"]
[null,"1) Calculate 5 number summary\n2) Calculate the difference between each of the values: 1) Min - 0, 2) Q1 - MIN, 3) Q2 - Q1,  4) Q3 - Q3, 5) Max - Q3\n3) Create Stacked Bar Chart\n4) Switch Row and Column\n5) Add fill = \"No Fill\" to 1st two parts of bar and last\n6) Add Error Bar to 2nd part of bar with Minus / Custom / Negative = Quartile 1 - MIN\n7) Add Error Bar to 4th part of bar with Plus / Custom / Positive = Max - Q3\n8) Calculate Mean\n9) Add Mean to Chart\n10) Change that data point to X - Y Scatter\n11) Edit Source data for X - Y Scatter and change X to Mean Value and Y to 1."]

{"sheet":"Location","index":10,"n_rows":50,"n_cols":8,"rows_kept":50,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Location locates, or positions, a data point against the full data set such as:"]
[null,"The Mean calculation which calculates a central value, a typical value, a value near the middle, "]
[null,"The Percentile calculation that can say things like \"for that particular number, approx.. 75% of the other values are below that value and approx. 25% of the other values are below that value\""]
[null,"The Z-Score, which tells you the relative position of a number in units of Standard Deviation."]
[]
[null,"Test Score",null,"You:",85]
[null,31]
[null,47,null,"Are you above average?"]
[null,54,null,"Mean",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E10),COLUMN(E10),4)&\": \"&_xlfn.FORMULATEXT(E10),\"\")","v":""}]
[null,55,null,"Median",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E11),COLUMN(E11),4)&\": \"&_xlfn.FORMULATEXT(E11),\"\")","v":""}]
[null,57]
[null,58]
[null,60,null,{"$f":"\"Are you above the \"&E15*100&\"th percentile?\"","v":"Are you above the 75th percentile?"}]
[null,61,null,{"$f":"\"Percentile Marker for \"&TEXT(E15,\"0%\")","v":"Percentile Marker for 75%"},0.75]
[null,63,null,{"$f":"\"Marker for \"&E15*100&\"th percentile:\"","v":"Marker for 75th percentile:"},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E16),COLUMN(E16),4)&\": \"&_xlfn.FORMULATEXT(E16),\"\")","v":""}]
[null,67,null,null,null,null,{"$f":"IF(ISBLANK(E16),\"\",\"Approximately \"&TEXT(E15,\"0%\")&\" of scores are below \"&E16&\" and \"&TEXT(1-E15,\"0%\")&\" are above.\")","v":""}]
[null,68]
[null,69]
[null,72]
[null,76]
[null,78]
[null,84]
[null,85]
[null,89]
[null,91]
[null,93]
[null,95]
[]
[]
[]
[]
[null,null,null,null,null,null,null,{"$f":"\"Values less than \"&TEXT(E15,\"0.0%\")&\" marker\"","v":"Values less than 75.0% marker"}]
[]
[null,null,null,null,null,null,null,"Test Score"]
[null,null,null,null,null,null,null,{"$f":"_xlfn._xlws.SORT(_xlfn._xlws.FILTER(B8:B28,B8:B28<_xlfn.PERCENTILE.INC(B8:B28,E15)))","v":31}]
[null,null,null,null,null,null,null,47]
[null,null,null,null,null,null,null,54]
[null,null,null,null,null,null,null,55]
[null,null,null,null,null,null,null,57]
[null,null,null,null,null,null,null,58]
[null,null,null,null,null,null,null,60]
[null,null,null,null,null,null,null,61]
[null,null,null,null,null,null,null,63]
[null,null,null,null,null,null,null,67]
[null,null,null,null,null,null,null,68]
[null,null,null,null,null,null,null,69]
[null,null,null,null,null,null,null,72]
[null,null,null,null,null,null,null,76]
[null,null,null,null,null,null,null,78]

{"sheet":"Location (an)","index":11,"n_rows":50,"n_cols":8,"rows_kept":50,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Location locates, or positions, a data point against the full data set such as:"]
[null,"The Mean calculation which calculates a central value, a typical value, a value near the middle, "]
[null,"The Percentile calculation that can say things like \"for that particular number, approx.. 75% of the other values are below that value and approx. 25% of the other values are below that value\""]
[null,"The Z-Score, which tells you the relative position of a number in units of Standard Deviation."]
[]
[null,"Test Score",null,"You:",85]
[null,31]
[null,47,null,"Are you above average?"]
[null,54,null,"Mean",{"$f":"AVERAGE(B8:B28)","v":69.19047619047619},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E10),COLUMN(E10),4)&\": \"&_xlfn.FORMULATEXT(E10),\"\")","v":"Cell E10: =AVERAGE(B8:B28)"}]
[null,55,null,"Median",{"$f":"MEDIAN(B8:B28)","v":68},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E11),COLUMN(E11),4)&\": \"&_xlfn.FORMULATEXT(E11),\"\")","v":"Cell E11: =MEDIAN(B8:B28)"}]
[null,57]
[null,58]
[null,60,null,{"$f":"\"Are you above the \"&E15*100&\"th percentile?\"","v":"Are you above the 75th percentile?"}]
[null,61,null,{"$f":"\"Percentile Marker for \"&TEXT(E15,\"0%\")","v":"Percentile Marker for 75%"},0.75]
[null,63,null,{"$f":"\"Marker for \"&E15*100&\"th percentile:\"","v":"Marker for 75th percentile:"},{"$f":"_xlfn.PERCENTILE.EXC(B8:B28,E15)","v":84.5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E16),COLUMN(E16),4)&\": \"&_xlfn.FORMULATEXT(E16),\"\")","v":"Cell E16: =PERCENTILE.EXC(B8:B28,E15)"}]
[null,67,null,null,null,null,{"$f":"IF(ISBLANK(E16),\"\",\"Approximately \"&TEXT(E15,\"0%\")&\" of scores are below \"&E16&\" and \"&TEXT(1-E15,\"0%\")&\" are above.\")","v":"Approximately 75% of scores are below 84.5 and 25% are above."}]
[null,68]
[null,69]
[null,72]
[null,76]
[null,78]
[null,84]
[null,85]
[null,89]
[null,91]
[null,93]
[null,95]
[]
[]
[]
[]
[null,null,null,null,null,null,null,{"$f":"\"Values less than \"&TEXT(E15,\"0.0%\")&\" marker\"","v":"Values less than 75.0% marker"}]
[]
[null,null,null,null,null,null,null,"Test Score"]
[null,null,null,null,null,null,null,{"$f":"_xlfn._xlws.SORT(_xlfn._xlws.FILTER(B8:B28,B8:B28<_xlfn.PERCENTILE.INC(B8:B28,E15)))","v":31}]
[null,null,null,null,null,null,null,47]
[null,null,null,null,null,null,null,54]
[null,null,null,null,null,null,null,55]
[null,null,null,null,null,null,null,57]
[null,null,null,null,null,null,null,58]
[null,null,null,null,null,null,null,60]
[null,null,null,null,null,null,null,61]
[null,null,null,null,null,null,null,63]
[null,null,null,null,null,null,null,67]
[null,null,null,null,null,null,null,68]
[null,null,null,null,null,null,null,69]
[null,null,null,null,null,null,null,72]
[null,null,null,null,null,null,null,76]
[null,null,null,null,null,null,null,78]

{"sheet":"MeanPorS","index":12,"n_rows":25,"n_cols":13,"rows_kept":25,"cut":false,"hidden":false,"merged":[[16,4,21,5]]}
[]
[null,"Measure of central location"]
[null,"Mean = Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[]
[null,"Particular X","Population Data",null,"Particular X","Sample Data"]
[null,"X1",15,null,"X1",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F6)-1)*2+1)","v":15}]
[null,"X2",10,null,"X2",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F7)-1)*2+1)","v":14}]
[null,"X3",14,null,"X3",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F8)-1)*2+1)","v":14}]
[null,"X4",13,null,"X4",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F9)-1)*2+1)","v":11}]
[null,"X5",14,null,"X5",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F10)-1)*2+1)","v":10}]
[null,"X6",8,null,"X6",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F11)-1)*2+1)","v":9},null,"Xbar"," =","Sample Mean","\"Xbar\""]
[null,"X7",11,null,"X7",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F12)-1)*2+1)","v":9},null,"xi"," =","Particular Value","\"x sub i\""]
[null,"X8",11,null,"X8",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F13)-1)*2+1)","v":6},null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,"X9",10,null,null,null,null,"n"," =","Count of sample items","\"n\""]
[null,"X10",13,null,"Xbar = ",null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F15),COLUMN(F15),4)&\": \"&_xlfn.FORMULATEXT(F15),\"\")","v":""}]
[null,"X11",9]
[null,"X12",11,null,{"$f":"IF(F15=\"\",\"\",\"The Sample Statistic 'Sample Mean Xbar', \"&DOLLAR(F15)&\" is the point estimate of the Population Parameter 'Population Mean Mew'\")","v":""}]
[null,"X13",9]
[null,"X14",9]
[null,"X15",6]
[]
[null,"Mew = μ = ",null,null,null,null,null,"µ"," =","Population Mean","\"Mew\""]
[null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\""]
[null,null,null,null,null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":""},null,null,null,null,"N"," =","Count of population items","\"N\""]

{"sheet":"MeanPorS (an)","index":13,"n_rows":25,"n_cols":13,"rows_kept":25,"cut":false,"hidden":false,"merged":[[16,4,21,5]]}
[]
[null,"Measure of central location"]
[null,"Mean = Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[]
[null,"Particular X","Population Data",null,"Particular X","Sample Data"]
[null,"X1",15,null,"X1",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F6)-1)*2+1)","v":15}]
[null,"X2",10,null,"X2",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F7)-1)*2+1)","v":14}]
[null,"X3",14,null,"X3",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F8)-1)*2+1)","v":14}]
[null,"X4",13,null,"X4",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F9)-1)*2+1)","v":11}]
[null,"X5",14,null,"X5",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F10)-1)*2+1)","v":10}]
[null,"X6",8,null,"X6",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F11)-1)*2+1)","v":9},null,"Xbar"," =","Sample Mean","\"Xbar\""]
[null,"X7",11,null,"X7",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F12)-1)*2+1)","v":9},null,"xi"," =","Particular Value","\"x sub i\""]
[null,"X8",11,null,"X8",{"$f":"INDEX($C$6:$C$20,(ROWS(F$6:F13)-1)*2+1)","v":6},null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,"X9",10,null,null,null,null,"n"," =","Count of sample items","\"n\""]
[null,"X10",13,null,"Xbar = ",{"$f":"AVERAGE(F6:F13)","v":11},null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F15),COLUMN(F15),4)&\": \"&_xlfn.FORMULATEXT(F15),\"\")","v":"Cell F15: =AVERAGE(F6:F13)"}]
[null,"X11",9]
[null,"X12",11,null,{"$f":"IF(F15=\"\",\"\",\"The Sample Statistic 'Sample Mean Xbar', \"&DOLLAR(F15)&\" is the point estimate of the Population Parameter 'Population Mean Mew'\")","v":"The Sample Statistic 'Sample Mean Xbar', $11.00 is the point estimate of the Population Parameter 'Population Mean Mew'"}]
[null,"X13",9]
[null,"X14",9]
[null,"X15",6]
[]
[null,"Mew = μ = ",{"$f":"AVERAGE(C6:C20)","v":10.866666666666667},null,null,null,null,"µ"," =","Population Mean","\"Mew\""]
[null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\""]
[null,null,null,null,null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":"Cell C22: =AVERAGE(C6:C20)"},null,null,null,null,"N"," =","Count of population items","\"N\""]

{"sheet":"Mean","index":14,"n_rows":33,"n_cols":8,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"1) Mean"]
[null,"Arithmetic Mean: Add them up and divide by the count"]
[null,"Good for quantitative data when there are not extreme values - extreme values can make the mean look too big or too small"]
[null,"(Median more representative of a typical value in that case)"]
[null,"In Excel use: AVERAGE function"]
[]
[null,"Mean Test Scores",null,null,"Mean Weights (oz.)",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F10),COLUMN(F10),4)&\": \"&_xlfn.FORMULATEXT(F10),\"\")","v":""}]
[null,{"$f":"IF(C10<>\"\",\"We can use this average to compare to our scores and gage how well we did. We can also use the average of \"&ROUND(C10,0)&\" in discussions about the classes performance.\",\"\")","v":""},null,null,{"$f":"IF(F10<>\"\",\"We can use this average to help us estimate whether the machine is filling correctly.\",\"\")","v":""},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C10),COLUMN(C10),4)&\": \"&_xlfn.FORMULATEXT(C10),\"\")","v":""}]
[]
[null,"Test Scores (Population)",null,null,"Weights (oz.) of Salad Bag from Filling Machine (Sample)"]
[null,60,null,null,10.8]
[null,68,null,null,10.74]
[null,76,null,null,10.32]
[null,84,null,null,9.73]
[null,55,null,null,9.15]
[null,63,null,null,10.94]
[null,89,null,null,10.83]
[null,31,null,null,9.36]
[null,47,null,null,10.42]
[null,68,null,null,9.9700000000000006]
[null,54,null,null,10.23]
[null,58,null,null,9.83]
[null,57,null,null,10.41]
[null,61,null,null,10.35]
[null,72,null,null,9.8699999999999992]
[null,91,null,null,10.02]
[null,95,null,null,9.4499999999999993]
[null,68,null,null,10.46]
[null,76,null,null,10.8]
[null,76,null,null,10.01]

{"sheet":"Mean (an)","index":15,"n_rows":33,"n_cols":8,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"1) Mean"]
[null,"Arithmetic Mean: Add them up and divide by the count"]
[null,"Good for quantitative data when there are not extreme values - extreme values can make the mean look too big or too small"]
[null,"(Median more representative of a typical value in that case)"]
[null,"In Excel use: AVERAGE function"]
[]
[null,"Mean Test Scores",{"$f":"AVERAGE(B14:B33)","v":67.45},null,"Mean Weights (oz.)",{"$f":"AVERAGE(E14:E33)","v":10.184500000000002},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F10),COLUMN(F10),4)&\": \"&_xlfn.FORMULATEXT(F10),\"\")","v":"Cell F10: =AVERAGE(E14:E33)"}]
[null,{"$f":"IF(C10<>\"\",\"We can use this average to compare to our scores and gage how well we did. We can also use the average of \"&ROUND(C10,0)&\" in discussions about the classes performance.\",\"\")","v":"We can use this average to compare to our scores and gage how well we did. We can also use the average of 67 in discussions about the classes performance."},null,null,{"$f":"IF(F10<>\"\",\"We can use this average to help us estimate whether the machine is filling correctly.\",\"\")","v":"We can use this average to help us estimate whether the machine is filling correctly."},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C10),COLUMN(C10),4)&\": \"&_xlfn.FORMULATEXT(C10),\"\")","v":"Cell C10: =AVERAGE(B14:B33)"}]
[]
[null,"Test Scores (Population)",null,null,"Weights (oz.) of Salad Bag from Filling Machine (Sample)"]
[null,60,null,null,10.8]
[null,68,null,null,10.74]
[null,76,null,null,10.32]
[null,84,null,null,9.73]
[null,55,null,null,9.15]
[null,63,null,null,10.94]
[null,89,null,null,10.83]
[null,31,null,null,9.36]
[null,47,null,null,10.42]
[null,68,null,null,9.9700000000000006]
[null,54,null,null,10.23]
[null,58,null,null,9.83]
[null,57,null,null,10.41]
[null,61,null,null,10.35]
[null,72,null,null,9.8699999999999992]
[null,91,null,null,10.02]
[null,95,null,null,9.4499999999999993]
[null,68,null,null,10.46]
[null,76,null,null,10.8]
[null,76,null,null,10.01]

{"sheet":"Median","index":16,"n_rows":36,"n_cols":14,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"2) Median"]
[null,"Sort numbers smallest to biggest (ascending), then take the one in the middle. If count odd, take one in middle, if even, average middle two."]
[null,"Marks the point in the sorted list (an actual number) where aproximately 50% of the numbers are above and 50% of the numbers are below"]
[null,"Good for quantitative data when there are extreme values (like house prices and salaries)"]
[null,"Median can be a better measure of central location, than mean, when there are extreme values",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D11),COLUMN(D11),4)&\": \"&_xlfn.FORMULATEXT(D11),\"\")","v":""}]
[null,"In Excel use:  MEDIAN function",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D12),COLUMN(D12),4)&\": \"&_xlfn.FORMULATEXT(D12),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E12),COLUMN(E12),4)&\": \"&_xlfn.FORMULATEXT(E12),\"\")","v":""}]
[null,"Mean House Price",null,null,null,null,null,null,null,"Mean Salary",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L11),COLUMN(L11),4)&\": \"&_xlfn.FORMULATEXT(L11),\"\")","v":""}]
[null,"Median House Price",null,null,null,null,null,null,null,"Median Salary",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L12),COLUMN(L12),4)&\": \"&_xlfn.FORMULATEXT(L12),\"\")","v":""}]
[null,{"$f":"IF(D12<>\"\",\"Median gives us a more representative 'typical value' to use in discussions and ads - because it is not affected by extreme values.\",\"\")","v":""},null,null,null,null,null,null,null,{"$f":"IF(L12<>\"\",\"Median gives us a more representative 'typical value' to make decisions. When the mean is larger than the median, it usually means that a few large values are pulling the mean up.\",\"\")","v":""}]
[]
[null,"House Prices",null,"House Prices",null,null,null,null,null,"Salaries at Accounting Firm",null,"Salaries at Accounting Firm"]
[null,297873,null,99857,null,null,null,null,null,103332,null,51671]
[null,170143,null,109159,null,null,null,null,null,120102,null,54594]
[null,109159,null,114460,null,null,null,null,null,144354,null,58072]
[null,277309,null,118492,null,null,null,null,null,138409,null,59196]
[null,239136,null,143400,null,null,null,null,null,93949,null,59915]
[null,114460,null,144244,null,null,null,null,null,59915,null,92784]
[null,224649,null,144686,null,null,null,null,null,54594,null,93949]
[null,99857,null,170143,null,null,null,null,null,92784,null,96842]
[null,144686,null,178708,null,null,null,null,null,550250,null,103332]
[null,193308,null,193308,null,null,null,null,null,59196,null,105127]
[null,144244,null,198345,null,null,null,null,null,58072,null,109151]
[null,118492,null,201661,null,null,null,null,null,51671,null,119001]
[null,178708,null,224649,null,null,null,null,null,119001,null,119831]
[null,750022,null,239136,null,null,null,null,null,126737,null,120102]
[null,143400,null,277309,null,null,null,null,null,105127,null,126737]
[null,201661,null,297873,null,null,null,null,null,139330,null,138409]
[null,1258963,null,394136,null,null,null,null,null,109151,null,139330]
[null,198345,null,750022,null,null,null,null,null,119831,null,144354]
[null,394136,null,1258963,null,null,null,null,null,255800,null,255800]
[null,2589657,null,2589657,null,null,null,null,null,790500,null,550250]
[null,null,null,null,null,null,null,null,null,96842,null,790500]

{"sheet":"Median (an)","index":17,"n_rows":36,"n_cols":15,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"2) Median"]
[null,"Sort numbers smallest to biggest (ascending), then take the one in the middle. If count odd, take one in middle, if even, average middle two."]
[null,"Marks the point in the sorted list (an actual number) where aproximately 50% of the numbers are above and 50% of the numbers are below"]
[null,"Good for quantitative data when there are extreme values (like house prices and salaries)"]
[null,"Median can be a better measure of central location, than mean, when there are extreme values",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D11),COLUMN(D11),4)&\": \"&_xlfn.FORMULATEXT(D11),\"\")","v":"Cell D11: =AVERAGE(B16:B35)"}]
[null,"In Excel use:  MEDIAN function",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D12),COLUMN(D12),4)&\": \"&_xlfn.FORMULATEXT(D12),\"\")","v":"Cell D12: =MEDIAN(B16:B35)"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E12),COLUMN(E12),4)&\": \"&_xlfn.FORMULATEXT(E12),\"\")","v":"Cell E12: =AVERAGE(O25:O26)"}]
[null,"Mean House Price",null,{"$f":"AVERAGE(B16:B35)","v":392410.4},null,null,null,null,null,"Mean Salary",null,{"$f":"AVERAGE(J16:J36)","v":161378.42857142858},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L11),COLUMN(L11),4)&\": \"&_xlfn.FORMULATEXT(L11),\"\")","v":"Cell L11: =AVERAGE(J16:J36)"}]
[null,"Median House Price",null,{"$f":"MEDIAN(B16:B35)","v":195826.5},{"$f":"AVERAGE(O25:O26)","v":195826.5},null,null,null,null,"Median Salary",null,{"$f":"MEDIAN(J16:J36)","v":109151},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L12),COLUMN(L12),4)&\": \"&_xlfn.FORMULATEXT(L12),\"\")","v":"Cell L12: =MEDIAN(J16:J36)"}]
[null,{"$f":"IF(D12<>\"\",\"Median gives us a more representative 'typical value' to use in discussions and ads - because it is not affected by extreme values.\",\"\")","v":"Median gives us a more representative 'typical value' to use in discussions and ads - because it is not affected by extreme values."},null,null,null,null,null,null,null,{"$f":"IF(L12<>\"\",\"Median gives us a more representative 'typical value' to make decisions. When the mean is larger than the median, it usually means that a few large values are pulling the mean up.\",\"\")","v":"Median gives us a more representative 'typical value' to make decisions. When the mean is larger than the median, it usually means that a few large values are pulling the mean up."}]
[]
[null,"House Prices",null,"House Prices",null,null,null,null,null,"Salaries at Accounting Firm",null,"Salaries at Accounting Firm",null,null,"House Prices"]
[null,297873,null,99857,null,null,null,null,null,103332,null,51671,null,null,99857]
[null,170143,null,109159,null,null,null,null,null,120102,null,54594,null,null,109159]
[null,109159,null,114460,null,null,null,null,null,144354,null,58072,null,null,114460]
[null,277309,null,118492,null,null,null,null,null,138409,null,59196,null,null,118492]
[null,239136,null,143400,null,null,null,null,null,93949,null,59915,null,null,143400]
[null,114460,null,144244,null,null,null,null,null,59915,null,92784,null,null,144244]
[null,224649,null,144686,null,null,null,null,null,54594,null,93949,null,null,144686]
[null,99857,null,170143,null,null,null,null,null,92784,null,96842,null,null,170143]
[null,144686,null,178708,null,null,null,null,null,550250,null,103332,null,null,178708]
[null,193308,null,193308,null,null,null,null,null,59196,null,105127,null,null,193308]
[null,144244,null,198345,null,null,null,null,null,58072,null,109151,null,null,198345]
[null,118492,null,201661,null,null,null,null,null,51671,null,119001,null,null,201661]
[null,178708,null,224649,null,null,null,null,null,119001,null,119831,null,null,224649]
[null,750022,null,239136,null,null,null,null,null,126737,null,120102,null,null,239136]
[null,143400,null,277309,null,null,null,null,null,105127,null,126737,null,null,277309]
[null,201661,null,297873,null,null,null,null,null,139330,null,138409,null,null,297873]
[null,1258963,null,394136,null,null,null,null,null,109151,null,139330,null,null,394136]
[null,198345,null,750022,null,null,null,null,null,119831,null,144354,null,null,750022]
[null,394136,null,1258963,null,null,null,null,null,255800,null,255800,null,null,1258963]
[null,2589657,null,2589657,null,null,null,null,null,790500,null,550250,null,null,2589657]
[null,null,null,null,null,null,null,null,null,96842,null,790500]

{"sheet":"Mode","index":18,"n_rows":50,"n_cols":16,"rows_kept":50,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"3) Mode"]
[null,"One that occurs most frequently (can be bimodal, multimodal)"]
[null,"Bimodal means two numbers are tied with highest frequency. Multimodal means there are multiple modes."]
[null,"Good for Categorical Data (Nominal and Ordinal)"]
[null,"Mode is the only way to calculate an \"average\" for categorical data"]
[null,"In Excel use:  MODE.SNGL or MODE.MULT for quantitative data and PivotTables for Categorical or quantitative data."]
[null,"MODE.SNGL will only show 1 mode if the data set is bi-modal or multi-modal. MODE.MULT can be used for multiple modes."]
[null,"MODE.MULT can be used for multiple modes and will spill the results from the top cell where the formula lives."]
[]
[]
[null,"Favorite Cola",null,"For Categorical Data, to gage a 'Typical Value', use the Mode Calculation.",null,null,null,null,null,null,"Test Scores",null,"It is common to use Mode on quatitative data also"]
[null,"Pepsi",null,null,null,null,null,null,null,null,60]
[null,"Coke",null,null,null,null,null,null,null,null,68]
[null,"Bloxy",null,null,null,null,null,null,null,null,76,null,"Mode For Test Data",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(N17),COLUMN(N17),4)&\": \"&_xlfn.FORMULATEXT(N17),\"\")","v":""}]
[null,"Shasta",null,null,null,null,null,null,null,null,84]
[null,"Bloxy",null,null,null,null,null,null,null,null,55,null,"Mode For Test Data",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(N19),COLUMN(N19),4)&\": \"&_xlfn.FORMULATEXT(N19),\"\")","v":""}]
[null,"Coke",null,null,null,null,null,null,null,null,63]
[null,"Bloxy",null,null,null,null,null,null,null,null,89]
[null,"Coke",null,null,null,null,null,null,null,null,31]
[null,"Pepsi",null,null,null,null,null,null,null,null,47]
[null,"Pepsi",null,null,null,null,null,null,null,null,68]
[null,"Bloxy",null,null,null,null,null,null,null,null,54]
[null,"Bloxy",null,null,null,null,null,null,null,null,58]
[null,"Pepsi",null,null,null,null,null,null,null,null,57]
[null,"Shasta",null,null,null,null,null,null,null,null,61]
[null,"Pepsi",null,null,null,null,null,null,null,null,72]
[null,"Bloxy",null,null,null,null,null,null,null,null,91]
[null,"Bloxy",null,null,null,null,null,null,null,null,95]
[null,"Coke",null,null,null,null,null,null,null,null,68]
[null,"Coke",null,null,null,null,null,null,null,null,76]
[null,"Shasta",null,null,null,null,null,null,null,null,76]
[]
[]
[]
[]
[]
[]
[null,null,null,"Dynamic Spilled Array Formula Solution #1:"]
[]
[null,null,null,"Unique List Count",{"$f":"COUNTA(_xlfn.UNIQUE(B15:B34))","v":4}]
[]
[null,null,null,"Favorite Cola","Frequency",null,"Dynamic Spilled Array Formula Solution #2:"]
[null,null,null,{"$f":"IF(_xlfn.SEQUENCE(E43+1,,E43,-1),_xlfn._xlws.SORT(_xlfn.UNIQUE(B15:B34)),\"Total\")","v":"Bloxy"},{"$f":"IF(_xlfn.ANCHORARRAY(D46)=\"Total\",COUNTA(B15:B34),COUNTIFS(B15:B34,_xlfn.ANCHORARRAY(D46)))","v":7}]
[null,null,null,"Coke",5,null,"List all Categorical Data Mode/s:"]
[null,null,null,"Pepsi",5,null,{"$f":"_xlfn.LET(_xlpm.c,B15:B34,_xlpm.ul,_xlfn._xlws.SORT(_xlfn.UNIQUE(_xlpm.c)),_xlpm.f,COUNTIFS(_xlpm.c,_xlpm.ul),_xlpm.fd,CHOOSE({1,2},_xlpm.ul,_xlpm.f),_xlpm.mode,_xlfn._xlws.FILTER(_xlpm.fd,_xlpm.f=MAX(_xlpm.f)),_xlpm.mode)","v":"Bloxy"},7]
[null,null,null,"Shasta",3]
[null,null,null,"Total",20]

{"sheet":"Mode (an)","index":19,"n_rows":50,"n_cols":16,"rows_kept":50,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"3) Mode"]
[null,"One that occurs most frequently (can be bimodal, multimodal)"]
[null,"Bimodal means two numbers are tied with highest frequency. Multimodal means there are multiple modes."]
[null,"Good for Categorical Data (Nominal and Ordinal)"]
[null,"Mode is the only way to calculate an \"average\" for categorical data"]
[null,"In Excel use:  MODE.SNGL or MODE.MULT for quantitative data and PivotTables for Categorical or quantitative data."]
[null,"MODE.SNGL will only show 1 mode if the data set is bi-modal or multi-modal. MODE.MULT can be used for multiple modes."]
[null,"MODE.MULT can be used for multiple modes and will spill the results from the top cell where the formula lives."]
[]
[]
[null,"Favorite Cola",null,"For Categorical Data, to gage a 'Typical Value', use the Mode Calculation.",null,null,null,null,null,null,"Test Scores",null,"It is common to use Mode on quatitative data also"]
[null,"Pepsi",null,null,null,null,null,null,null,null,60]
[null,"Coke",null,"Favorite Cola","Frequency",null,"Favorite Cola","Frequency",null,null,68]
[null,"Bloxy",null,"Bloxy",7,null,{"$f":"_xlfn._xlws.SORT(_xlfn.UNIQUE(B15:B34))","v":"Bloxy"},{"$f":"COUNTIFS(B15:B34,_xlfn.ANCHORARRAY(G17))","v":7},null,null,76,null,"Mode For Test Data",{"$f":"_xlfn.MODE.SNGL(K15:K34)","v":68},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(N17),COLUMN(N17),4)&\": \"&_xlfn.FORMULATEXT(N17),\"\")","v":"Cell N17: =MODE.SNGL(K15:K34)"}]
[null,"Shasta",null,"Coke",5,null,"Coke",5,null,null,84]
[null,"Bloxy",null,"Pepsi",5,null,"Pepsi",5,null,null,55,null,"Mode For Test Data","Frequency",null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(M20),COLUMN(M20),4)&\": \"&_xlfn.FORMULATEXT(M20),\"\")","v":"Cell M20: =MODE.MULT(K15:K34)"}]
[null,"Coke",null,"Shasta",3,null,"Shasta",3,null,null,63,null,{"$f":"_xlfn.MODE.MULT(K15:K34)","v":68},{"$f":"COUNTIFS(K15:K34,_xlfn.ANCHORARRAY(M20))","v":3}]
[null,"Bloxy",null,"Grand Total",20,null,null,null,null,null,89,null,76,3]
[null,"Coke",null,null,null,null,null,null,null,null,31]
[null,"Pepsi",null,null,null,null,null,null,null,null,47]
[null,"Pepsi",null,null,null,null,null,null,null,null,68]
[null,"Bloxy",null,null,null,null,null,null,null,null,54,null,"Test Scores","Frequency"]
[null,"Bloxy",null,null,null,null,null,null,null,null,58,null,31,1]
[null,"Pepsi",null,null,null,null,null,null,null,null,57,null,47,1]
[null,"Shasta",null,null,null,null,null,null,null,null,61,null,54,1]
[null,"Pepsi",null,null,null,null,null,null,null,null,72,null,55,1]
[null,"Bloxy",null,null,null,null,null,null,null,null,91,null,57,1]
[null,"Bloxy",null,null,null,null,null,null,null,null,95,null,58,1]
[null,"Coke",null,null,null,null,null,null,null,null,68,null,60,1]
[null,"Coke",null,null,null,null,null,null,null,null,76,null,61,1]
[null,"Shasta",null,null,null,null,null,null,null,null,76,null,63,1]
[null,null,null,null,null,null,null,null,null,null,null,null,68,3]
[null,null,null,null,null,null,null,null,null,null,null,null,72,1]
[null,null,null,null,null,null,null,null,null,null,null,null,76,3]
[null,null,null,null,null,null,null,null,null,null,null,null,84,1]
[null,null,null,null,null,null,null,null,null,null,null,null,89,1]
[null,null,null,null,null,null,null,null,null,null,null,null,91,1]
[null,null,null,"Dynamic Spilled Array Formula Solution #1:",null,null,null,null,null,null,null,null,95,1]
[null,null,null,null,null,null,null,null,null,null,null,null,"Grand Total",20]
[null,null,null,"Unique List Count",{"$f":"COUNTA(_xlfn.UNIQUE(B15:B34))","v":4}]
[]
[null,null,null,"Favorite Cola","Frequency",null,"Dynamic Spilled Array Formula Solution #2:"]
[null,null,null,{"$f":"IF(_xlfn.SEQUENCE(E43+1,,E43,-1),_xlfn._xlws.SORT(_xlfn.UNIQUE(B15:B34)),\"Total\")","v":"Bloxy"},{"$f":"IF(_xlfn.ANCHORARRAY(D46)=\"Total\",COUNTA(B15:B34),COUNTIFS(B15:B34,_xlfn.ANCHORARRAY(D46)))","v":7}]
[null,null,null,"Coke",5,null,"List all Categorical Data Mode/s:"]
[null,null,null,"Pepsi",5,null,{"$f":"_xlfn.LET(_xlpm.c,B15:B34,_xlpm.ul,_xlfn._xlws.SORT(_xlfn.UNIQUE(_xlpm.c)),_xlpm.f,COUNTIFS(_xlpm.c,_xlpm.ul),_xlpm.fd,CHOOSE({1,2},_xlpm.ul,_xlpm.f),_xlpm.mode,_xlfn._xlws.FILTER(_xlpm.fd,_xlpm.f=MAX(_xlpm.f)),_xlpm.mode)","v":"Bloxy"},7]
[null,null,null,"Shasta",3]
[null,null,null,"Total",20]

{"sheet":"Skew","index":20,"n_rows":71,"n_cols":12,"rows_kept":71,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of shape of data distribution:"]
[null,"Skew measures the shape of the data distribution"]
[null,"Skew tells to which way the distribution is tilting"]
[null,"Skew = tilt of Histogram"]
[null,"In Excel use: The SKEW function to calculate the Skew. SKEW function uses the formula listed to right =>"]
[null,"When we calculate skew, the result can be negative (skew left), positive (skew right) or zero (no skew)."]
[null,"Left or Negative Skew",null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\""]
[null,"The frequency for small numbers is low and the frequency for large numbers is high",null,null,null,null,"xi"," =","Particular Value","\"x sub i\""]
[null,"A few small values will tend to pull the Mean down away from Median",null,null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,"Mean usually less than Median",null,null,null,null,"n"," =","Count of sample items","\"n\""]
[null,"Right or Positive Skew",null,null,null,null,"s"," =","Sample Standard Deviation","\"s\""]
[null,"The frequency for large numbers is low and the frequency for small numbers is high"]
[null,"A few big values will tend to pull the Mean up away from Median"]
[null,"Mean usually greater than Median"]
[null,"No Skew = Bell Shape or Symmetrical Shape"]
[null,"Mean and Median equal, and Mean, Median and Mode tend to all be right near the middle of the data set."]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,12]
[null,null,null,null,null,null,null,null,null,null,526]
[null,null,null,null,null,null,null,null,null,null,32]
[null,null,null,null,null,null,null,null,null,null,1]
[null,"Negative (Left) Skew\nSmall values pull Mean down","No Skew (Normal or Bell)\nMean = Median = Mode","Positive (Right) Skew\nLarge values pull Mean up"]
["Count = n",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D27),COLUMN(D27),4)&\": \"&_xlfn.FORMULATEXT(D27),\"\")","v":""}]
["Mean",null,null,null,null,"",null,null,null,null,null,{"$f":"SUMPRODUCT(K22:K25,--(LEN(K22:K25)=2))","v":44}]
["Median",null,null,null,null,"",null,null,null,null,null,{"$f":"SUM(_xlfn._xlws.FILTER(K22:K25,LEN(K22:K25)=2))","v":44}]
["Mode",null,null,null,null,""]
["Skew",null,null,null,null,""]
["Skew",null,null,null,null,""]
[null," "]
[null,"Data 1","Data 2","Data 3"]
[null,7,7.9,1]
[null,43,15,7]
[null,33,11,7]
[null,21,21,12]
[null,15,25,11]
[null,31,25,14]
[null,36,27,2]
[null,43,35,1.9]
[null,48,38,39]
[null,49,41,49]
[]
[null,"Negative (Left) Skew\nSmall values pull Mean down","No Skew (Normal or Bell)\nMean = Median = Mode","Positive (Right) Skew\nLarge values pull Mean up",null,"Spilled aggregate formulas:"]
["Count = n",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,COUNT(_xlpm.v)))","v":10},10,10,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B47),COLUMN(B47),4)&\": \"&_xlfn.FORMULATEXT(B47),\"\")","v":"Cell B47: =BYCOL(B35:D44,LAMBDA(v,COUNT(v)))"}]
["Mean",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,AVERAGE(_xlpm.v)))","v":32.6},24.59,14.39,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B48),COLUMN(B48),4)&\": \"&_xlfn.FORMULATEXT(B48),\"\")","v":"Cell B48: =BYCOL(B35:D44,LAMBDA(v,AVERAGE(v)))"}]
["Median",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,MEDIAN(_xlpm.v)))","v":34.5},25,9,null,"Cell B49: =BYCOL(B35:D44,LAMBDA(v,MEDIAN(v)))"]
["Mode",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,_xlfn.MODE.SNGL(_xlpm.v)))","v":43},25,7,null,"Cell B50: =BYCOL(B35:D44,LAMBDA(v,MODE.SNGL(v)))"]
["Skew",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,SKEW(_xlpm.v)))","v":-0.64052176797398896},-1.1277285554160533E-2,1.5524906262931217,null,"Cell B51: =BYCOL(B35:D44,LAMBDA(v,SKEW(v)))"]
[]
[]
[]
[]
[]
["Method to create Mini-Charts above:"]
[]
["Labels","Frequency","Frequency","Frequency"]
[{"$f":"A67&\"-\"&B67-1","v":"0-9"},{"$f":"INDEX(FREQUENCY(B35:B44,B67:B71),_xlfn.SEQUENCE(ROWS(B67:B71)))","v":1},{"$f":"INDEX(FREQUENCY(C35:C44,C67:C71),_xlfn.SEQUENCE(ROWS(C67:C71)))","v":1},{"$f":"INDEX(FREQUENCY(D35:D44,D67:D71),_xlfn.SEQUENCE(ROWS(D67:D71)))","v":5}]
[{"$f":"A68&\"-\"&B68-1","v":"10-19"},1,2,3]
[{"$f":"A69&\"-\"&B69-1","v":"20-29"},1,4,0]
[{"$f":"A70&\"-\"&B70-1","v":"30-39"},3,2,1]
[{"$f":"A71&\"-\"&B71-1","v":"40-49"},4,1,1]
[]
["Low","Bins","Bins","Bins"]
[{"$f":"B67-10","v":0},10,10,10]
[{"$f":"B68-10","v":10},20,20,20]
[{"$f":"B69-10","v":20},30,30,30]
[{"$f":"B70-10","v":30},40,40,40]
[40,50,50,50]

{"sheet":"Skew (an)","index":21,"n_rows":71,"n_cols":12,"rows_kept":71,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of shape of data distribution:"]
[null,"Skew measures the shape of the data distribution"]
[null,"Skew tells to which way the distribution is tilting"]
[null,"Skew = tilt of Histogram"]
[null,"In Excel use: The SKEW function to calculate the Skew. SKEW function uses the formula listed to right =>"]
[null,"When we calculate skew, the result can be negative (skew left), positive (skew right) or zero (no skew)."]
[null,"Left or Negative Skew",null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\""]
[null,"The frequency for small numbers is low and the frequency for large numbers is high",null,null,null,null,"xi"," =","Particular Value","\"x sub i\""]
[null,"A few small values will tend to pull the Mean down away from Median",null,null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,"Mean usually less than Median",null,null,null,null,"n"," =","Count of sample items","\"n\""]
[null,"Right or Positive Skew",null,null,null,null,"s"," =","Sample Standard Deviation","\"s\""]
[null,"The frequency for large numbers is low and the frequency for small numbers is high"]
[null,"A few big values will tend to pull the Mean up away from Median"]
[null,"Mean usually greater than Median"]
[null,"No Skew = Bell Shape or Symmetrical Shape"]
[null,"Mean and Median equal, and Mean, Median and Mode tend to all be right near the middle of the data set."]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,12]
[null,null,null,null,null,null,null,null,null,null,526]
[null,null,null,null,null,null,null,null,null,null,32]
[null,null,null,null,null,null,null,null,null,null,1]
[null,"Negative (Left) Skew\nSmall values pull Mean down","No Skew (Normal or Bell)\nMean = Median = Mode","Positive (Right) Skew\nLarge values pull Mean up"]
["Count = n",{"$f":"COUNT(B35:B44)","v":10},{"$f":"COUNT(C35:C44)","v":10},{"$f":"COUNT(D35:D44)","v":10},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D27),COLUMN(D27),4)&\": \"&_xlfn.FORMULATEXT(D27),\"\")","v":"Cell D27: =COUNT(D35:D44)"}]
["Mean",{"$f":"AVERAGE(B35:B44)","v":32.6},{"$f":"AVERAGE(C35:C44)","v":24.59},14.39,null,"Cell D28: =AVERAGE(D35:D44)",null,null,null,null,null,{"$f":"SUMPRODUCT(K22:K25,--(LEN(K22:K25)=2))","v":44}]
["Median",{"$f":"MEDIAN(B35:B44)","v":34.5},{"$f":"MEDIAN(C35:C44)","v":25},9,null,"Cell D29: =MEDIAN(D35:D44)",null,null,null,null,null,{"$f":"SUM(_xlfn._xlws.FILTER(K22:K25,LEN(K22:K25)=2))","v":44}]
["Mode",{"$f":"_xlfn.MODE.MULT(B35:B44)","v":43},{"$f":"_xlfn.MODE.MULT(C35:C44)","v":25},{"$f":"_xlfn.MODE.MULT(D35:D44)","v":7},null,"Cell D30: =MODE.MULT(D35:D44)"]
["Skew",{"$f":"SKEW(B35:B44)","v":-0.64052176797398896},{"$f":"SKEW(C35:C44)","v":-1.1277285554160533E-2},{"$f":"SKEW(D35:D44)","v":1.5524906262931217},null,"Cell D31: =SKEW(D35:D44)"]
["Skew",{"$f":"B27/((B27-1)*(B27-2))*SUM(((B35:B44-B28)/_xlfn.STDEV.S(B35:B44))^3)","v":-0.64052176797398908},{"$f":"C27/((C27-1)*(C27-2))*SUM(((C35:C44-C28)/_xlfn.STDEV.S(C35:C44))^3)","v":-1.1277285554160596E-2},{"$f":"D27/((D27-1)*(D27-2))*SUM(((D35:D44-D28)/_xlfn.STDEV.S(D35:D44))^3)","v":1.5524906262931217},null,"Cell D32: =D27/((D27-1)*(D27-2))*SUM(((D35:D44-D28)/STDEV.S(D35:D44))^3)"]
[null," "]
[null,"Data 1","Data 2","Data 3"]
[null,7,7.9,1]
[null,43,15,7]
[null,33,11,7]
[null,21,21,12]
[null,15,25,11]
[null,31,25,14]
[null,36,27,2]
[null,43,35,1.9]
[null,48,38,39]
[null,49,41,49]
[]
[null,"Negative (Left) Skew\nSmall values pull Mean down","No Skew (Normal or Bell)\nMean = Median = Mode","Positive (Right) Skew\nLarge values pull Mean up",null,"Spilled aggregate formulas:"]
["Count = n",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,COUNT(_xlpm.v)))","v":10},10,10,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B47),COLUMN(B47),4)&\": \"&_xlfn.FORMULATEXT(B47),\"\")","v":"Cell B47: =BYCOL(B35:D44,LAMBDA(v,COUNT(v)))"}]
["Mean",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,AVERAGE(_xlpm.v)))","v":32.6},24.59,14.39,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B48),COLUMN(B48),4)&\": \"&_xlfn.FORMULATEXT(B48),\"\")","v":"Cell B48: =BYCOL(B35:D44,LAMBDA(v,AVERAGE(v)))"}]
["Median",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,MEDIAN(_xlpm.v)))","v":34.5},25,9,null,"Cell B49: =BYCOL(B35:D44,LAMBDA(v,MEDIAN(v)))"]
["Mode",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,_xlfn.MODE.SNGL(_xlpm.v)))","v":43},25,7,null,"Cell B50: =BYCOL(B35:D44,LAMBDA(v,MODE.SNGL(v)))"]
["Skew",{"$f":"_xlfn.BYCOL(B35:D44,_xlfn.LAMBDA(_xlpm.v,SKEW(_xlpm.v)))","v":-0.64052176797398896},-1.1277285554160533E-2,1.5524906262931217,null,"Cell B51: =BYCOL(B35:D44,LAMBDA(v,SKEW(v)))"]
[]
[]
[]
[]
[]
["Method to create Mini-Charts above:"]
[]
["Labels","Frequency","Frequency","Frequency"]
[{"$f":"A67&\"-\"&B67-1","v":"0-9"},{"$f":"INDEX(FREQUENCY(B35:B44,B67:B71),_xlfn.SEQUENCE(ROWS(B67:B71)))","v":1},{"$f":"INDEX(FREQUENCY(C35:C44,C67:C71),_xlfn.SEQUENCE(ROWS(C67:C71)))","v":1},{"$f":"INDEX(FREQUENCY(D35:D44,D67:D71),_xlfn.SEQUENCE(ROWS(D67:D71)))","v":5}]
[{"$f":"A68&\"-\"&B68-1","v":"10-19"},1,2,3]
[{"$f":"A69&\"-\"&B69-1","v":"20-29"},1,4,0]
[{"$f":"A70&\"-\"&B70-1","v":"30-39"},3,2,1]
[{"$f":"A71&\"-\"&B71-1","v":"40-49"},4,1,1]
[]
["Low","Bins","Bins","Bins"]
[{"$f":"B67-10","v":0},10,10,10]
[{"$f":"B68-10","v":10},20,20,20]
[{"$f":"B69-10","v":20},30,30,30]
[{"$f":"B70-10","v":30},40,40,40]
[40,50,50,50]

{"sheet":"S(L)","index":22,"n_rows":93,"n_cols":15,"rows_kept":93,"cut":false,"hidden":false,"merged":[]}
["For Quantitative Data, Create Frequency Distribution and Histogram",null,null,null,null,null,null,null,null,null,null,null,null,null,"Other Examples of Skew Left/Negative:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Death Rates"]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Skew"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"SKEW(A7:A47)","v":-1.7243603437663955}]
["Tests Scores often Skewed Left - a few small values will tend to pull the Average (Mean) down",null,"COUNT function = No. in Sample = n =",{"$f":"COUNT(A7:A47)","v":41}]
[{"$f":"IF(MOD(ROW(),4),RANDBETWEEN(65,100),RANDBETWEEN(0,100))","v":70},null,"MAX function",{"$f":"MAX(A7:A47)","v":100}]
[1,null,"MIN function",{"$f":"MIN(A7:A47)","v":1}]
[97,null,{"$f":"\"Range = (MAX - MIN) = \"&D7&\" - \"&D8&\" =\"","v":"Range = (MAX - MIN) = 100 - 1 ="},{"$f":"D7-D8","v":99}]
[83,null,"# of Classes = k =",7,"This is a judgment call (the art side of statistics)"]
[78,null,{"$f":"\"Is 2^\"&D10&\" (\"&2^D10&\") >= \"&D6","v":"Is 2^7 (128) >= 41"},{"$f":"2^D10>=D6","v":true}]
[27,null,{"$f":"\"Approximate Class Width = Range/k = \"&D9&\"/\"&D10&\" =\"","v":"Approximate Class Width = Range/k = 99/7 ="},{"$f":"(D7-D8)/D10","v":14.142857142857142}]
[75,null,"Class width = ",15,"This is a judgment call (the art side of statistics)"]
[98,null,{"$f":"\"Actual Range for Classes = ClassWidth*k = \"&D13&\"*\"&D10&\" =\"","v":"Actual Range for Classes = ClassWidth*k = 15*7 ="},{"$f":"D13*D10","v":105}]
[72,null,"Lower Limit of First Class (look at MIN then estimate)",0,"This is a judgment call (the art side of statistics)"]
[100,null,null,null,null,null,null,null,null,null,null,null,null,null,"Skew"]
[78,null,null,null,null,"Class","Frequency","% Frequency",null,null,null,null,null,null,{"$f":"SKEW(A53:A93)","v":3.2888434587515065E-2}]
[85,null,null,{"$f":"D15","v":0},{"$f":"D18+D$13","v":15},{"$f":"D18&\" up to \"&E18","v":"0 up to 15"},{"$f":"COUNTIF($A$7:$A$47,\"<\"&E18)-COUNTIF($A$7:$A$47,\"<\"&D18)","v":4},{"$f":"G18/G$25","v":9.7560975609756101E-2}]
[85,null,null,{"$f":"E18","v":15},30,"15 up to 30",2,4.878048780487805E-2]
[9,null,null,30,45,"30 up to 45",0,0]
[90,null,null,45,60,"45 up to 60",0,0]
[71,null,null,60,75,"60 up to 75",8,0.1951219512195122]
[87,null,null,75,90,"75 up to 90",20,0.48780487804878048]
[9,null,null,90,105,"90 up to 105",7,0.17073170731707318]
[73,null,null,null,null,null,{"$f":"SUM(G18:G24)","v":41},{"$f":"SUM(H18:H24)","v":1}]
[78]
[98]
[81]
[89]
[81]
[85]
[21]
[85]
[65]
[72]
[86]
[76]
[82]
[93]
[67]
[81]
[69]
[88]
[1]
[79]
[81]
[93]
[]
[]
[]
[]
["Tests Scores can be bi-modal",null,"COUNT function = No. in Sample = n =",{"$f":"COUNT(A53:A93)","v":41}]
[{"$f":"CHOOSE(RANDBETWEEN(1,5),RANDBETWEEN(0,30),RANDBETWEEN(0,30),RANDBETWEEN(60,100),RANDBETWEEN(60,100),RANDBETWEEN(0,100))","v":6},null,"MAX function",{"$f":"MAX(A53:A93)","v":100}]
[34,null,"MIN function",{"$f":"MIN(A53:A93)","v":0}]
[24,null,{"$f":"\"Range = (MAX - MIN) = \"&D53&\" - \"&D54&\" =\"","v":"Range = (MAX - MIN) = 100 - 0 ="},{"$f":"D53-D54","v":100}]
[33,null,"# of Classes = k =",7,"This is a judgment call (the art side of statistics)"]
[61,null,{"$f":"\"Is 2^\"&D56&\" (\"&2^D56&\") >= \"&D52","v":"Is 2^7 (128) >= 41"},{"$f":"2^D56>=D52","v":true}]
[9,null,{"$f":"\"Approximate Class Width = Range/k = \"&D55&\"/\"&D56&\" =\"","v":"Approximate Class Width = Range/k = 100/7 ="},{"$f":"(D53-D54)/D56","v":14.285714285714286}]
[6,null,"Class width = ",15,"This is a judgment call (the art side of statistics)"]
[93,null,{"$f":"\"Actual Range for Classes = ClassWidth*k = \"&D59&\"*\"&D56&\" =\"","v":"Actual Range for Classes = ClassWidth*k = 15*7 ="},{"$f":"D59*D56","v":105}]
[60,null,"Lower Limit of First Class (look at MIN then estimate)",0,"This is a judgment call (the art side of statistics)"]
[62]
[80,null,null,null,null,"Class","Frequency","% Frequency"]
[6,null,null,{"$f":"D61","v":0},{"$f":"D64+D$59","v":15},{"$f":"D64&\" up to \"&E64","v":"0 up to 15"},{"$f":"COUNTIF($A$53:$A$93,\"<\"&E64)-COUNTIF($A$53:$A$93,\"<\"&D64)","v":12},{"$f":"G64/G$25","v":0.29268292682926828}]
[5,null,null,{"$f":"E64","v":15},30,"15 up to 30",5,0.12195121951219512]
[82,null,null,30,45,"30 up to 45",2,4.878048780487805E-2]
[99,null,null,45,60,"45 up to 60",0,0]
[68,null,null,60,75,"60 up to 75",10,0.24390243902439024]
[6,null,null,75,90,"75 up to 90",4,9.7560975609756101E-2]
[100,null,null,90,105,"90 up to 105",8,0.1951219512195122]
[0,null,null,null,null,null,{"$f":"SUM(G64:G70)","v":41},{"$f":"SUM(H64:H70)","v":1}]
[69]
[7]
[69]
[60]
[90]
[23]
[91]
[82]
[27]
[98]
[7]
[9]
[98]
[18]
[97]
[85]
[3]
[62]
[60]
[21]
[6]
[61]

{"sheet":"S(B)","index":23,"n_rows":47,"n_cols":18,"rows_kept":47,"cut":false,"hidden":false,"merged":[]}
["For Quantitative Data, Create Frequency Distribution and Histogram",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Notes for Bell Shaped Curve:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Few population distributions have a Bell Shape, but some are close:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Human height & weight"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Cereal box weight"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"SAT scores"]
["Human Height often Close to Symmetrical - bell shape - high in the middle and tapering off in both directions",null,"COUNT function = No. in Sample = n =",{"$f":"COUNT(A7:A47)","v":41}]
[{"$f":"IF(MOD(ROW(),4),RANDBETWEEN(450,650)/100,RANDBETWEEN(200,820)/100)","v":5.49},null,"MAX function",{"$f":"MAX(A7:A47)","v":8.19},null,null,null,null,null,null,null,null,null,null,null,null,null,"Skew"]
[5.59,null,"MIN function",{"$f":"MIN(A7:A47)","v":2.02},null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"SKEW(A7:A47)","v":-0.21002579726301676}]
[4.91,null,{"$f":"\"Range = (MAX - MIN) = \"&D7&\" - \"&D8&\" =\"","v":"Range = (MAX - MIN) = 8.19 - 2.02 ="},{"$f":"D7-D8","v":6.17}]
[6.16,null,"# of Classes = k =",7,"This is a judgment call (the art side of statistics)"]
[6.34,null,{"$f":"\"Is 2^\"&D10&\" (\"&2^D10&\") >= \"&D6","v":"Is 2^7 (128) >= 41"},{"$f":"2^D10>=D6","v":true}]
[4.7,null,{"$f":"\"Approximate Class Width = Range/k = \"&D9&\"/\"&D10&\" =\"","v":"Approximate Class Width = Range/k = 6.17/7 ="},{"$f":"(D7-D8)/D10","v":0.88142857142857145}]
[6.24,null,"Class width = ",1,"This is a judgment call (the art side of statistics)"]
[4.6100000000000003,null,{"$f":"\"Actual Range for Classes = ClassWidth*k = \"&D13&\"*\"&D10&\" =\"","v":"Actual Range for Classes = ClassWidth*k = 1*7 ="},{"$f":"D13*D10","v":7}]
[4.6399999999999997,null,"Lower Limit of First Class (look at MIN then estimate)",2,"This is a judgment call (the art side of statistics)"]
[4.12]
[5.91,null,null,null,null,"Class","Frequency","% Frequency"]
[4.58,null,null,{"$f":"D15","v":2},{"$f":"D18+D$13","v":3},{"$f":"D18&\" up to \"&E18","v":"2 up to 3"},{"$f":"COUNTIF($A$7:$A$47,\"<\"&E18)-COUNTIF($A$7:$A$47,\"<\"&D18)","v":1},{"$f":"G18/G$25","v":2.4390243902439025E-2}]
[4.9000000000000004,null,null,{"$f":"E18","v":3},4,"3 up to 4",0,0]
[2.02,null,null,4,5,"4 up to 5",12,0.29268292682926828]
[5.75,null,null,5,6,"5 up to 6",18,0.43902439024390244]
[5.82,null,null,6,7,"6 up to 7",7,0.17073170731707318]
[6.4,null,null,7,8,"7 up to 8",2,4.878048780487805E-2]
[7.02,null,null,8,9,"8 up to 9",1,2.4390243902439025E-2]
[5.25,null,null,null,null,null,{"$f":"SUM(G18:G24)","v":41},{"$f":"SUM(H18:H24)","v":1}]
[5.66]
[4.95]
[5.0999999999999996]
[5.81]
[5.27]
[6.15]
[5.94]
[5.73]
[6.31]
[4.87]
[4.54]
[5.24]
[5.22]
[6.41]
[8.19]
[5.8]
[5.12]
[4.75]
[7.9]
[5.76]
[4.8]
[5.22]

{"sheet":"S(R)","index":24,"n_rows":47,"n_cols":18,"rows_kept":47,"cut":false,"hidden":false,"merged":[]}
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Other Examples of Skew Right/Positive:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"House Prices"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Data Entry Errors"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Manufacturing Defects"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Salaries"]
["House Prices ($)  often Skewed Right - a few small values will tend to pull the Average (Mean) down",null,"COUNT function = No. in Sample = n =",{"$f":"COUNT(A7:A47)","v":41},null,null,null,null,null,null,null,null,null,null,null,null,"All these examples start at zero and have no theoretical upper limit, but"]
[{"$f":"IF(MOD(ROW(),7),RANDBETWEEN(95000,500000),RANDBETWEEN(450000,1000000))","v":677036},null,"MAX function",{"$f":"MAX(A7:A47)","v":935593},null,null,null,null,null,null,null,null,null,null,null,null,"the likelihood of getting a high value is low: thus positive/right skew"]
[124961,null,"MIN function",{"$f":"MIN(A7:A47)","v":103519}]
[414372,null,{"$f":"\"Range = (MAX - MIN) = \"&D7&\" - \"&D8&\" =\"","v":"Range = (MAX - MIN) = 935593 - 103519 ="},{"$f":"D7-D8","v":832074}]
[173448,null,"# of Classes = k =",7,"This is a judgment call (the art side of statistics)",null,null,null,null,null,null,null,null,null,null,null,null,"Skew:"]
[272179,null,{"$f":"\"Is 2^\"&D10&\" (\"&2^D10&\") >= \"&D6","v":"Is 2^7 (128) >= 41"},{"$f":"2^D10>=D6","v":true},null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"SKEW(A7:A47)","v":1.5069872180850872}]
[331714,null,{"$f":"\"Approximate Class Width = Range/k = \"&D9&\"/\"&D10&\" =\"","v":"Approximate Class Width = Range/k = 832074/7 ="},{"$f":"(D7-D8)/D10","v":118867.71428571429}]
[311664,null,"Class width = ",150000,"This is a judgment call (the art side of statistics)"]
[837810,null,{"$f":"\"Actual Range for Classes = ClassWidth*k = \"&D13&\"*\"&D10&\" =\"","v":"Actual Range for Classes = ClassWidth*k = 150000*7 ="},{"$f":"D13*D10","v":1050000}]
[455168,null,"Lower Limit of First Class (look at MIN then estimate)",0,"This is a judgment call (the art side of statistics)"]
[252846]
[211493,null,null,null,null,"Class","Frequency","% Frequency"]
[341437,null,null,{"$f":"D15","v":0},{"$f":"D18+D$13","v":150000},{"$f":"DOLLAR(D18,0)&\" up to \"&DOLLAR(E18,0)","v":"$0 up to $150,000"},{"$f":"COUNTIF($A$7:$A$47,\"<\"&E18)-COUNTIF($A$7:$A$47,\"<\"&D18)","v":7},{"$f":"G18/G$25","v":0.17073170731707318}]
[318258,null,null,{"$f":"E18","v":150000},300000,"$150,000 up to $300,000",12,0.29268292682926828]
[332137,null,null,300000,450000,"$300,000 up to $450,000",15,0.36585365853658536]
[621951,null,null,450000,600000,"$450,000 up to $600,000",2,4.878048780487805E-2]
[327196,null,null,600000,750000,"$600,000 up to $750,000",3,7.3170731707317069E-2]
[213903,null,null,750000,900000,"$750,000 up to $900,000",1,2.4390243902439025E-2]
[161457,null,null,900000,1050000,"$900,000 up to $1,050,000",1,2.4390243902439025E-2]
[278285,null,null,null,null,null,{"$f":"SUM(G18:G24)","v":41},{"$f":"SUM(H18:H24)","v":1}]
[354609]
[131905]
[935593]
[387275]
[248738]
[131101]
[289910]
[182022]
[139042]
[632312]
[145876]
[324734]
[309039]
[173050]
[346674]
[420336]
[518988]
[217724]
[305613]
[117741]
[314671]
[103519]

{"sheet":"BonusV(9)","index":25,"n_rows":37,"n_cols":31,"rows_kept":37,"cut":false,"hidden":false,"merged":[]}
[]
[null,"What if you need the mean (average) from many ranges?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"What if you need the \"moving average\", like average of last 7 days or last 6 months?",null,null,null,null,null,null,null,null,null,null,{"$f":"\"Sales Boom Inc. \"&TEXT(MIN(AC7:AC32),\"mmm, yy\")&\" to \"&TEXT(MAX(AC7:AC32),\"mmm, yy\")","v":"Sales Boom Inc. Jun, 20 to Jul, 22"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Moving averages \"smooth out\" numbers to give you a better over view of the trend."]
[null,"Mean Test Score",null,null,null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D4),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,"https://covid.cdc.gov/covid-data-tracker/#trends_dailycases"]
[null,"Mean Quiz Score",null,null,null,""]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Month End","Sales","6-month Moving Ave."]
[null,"Student","Test 1","Quiz 1","Quiz 2","Quiz 3","Test 2","Test 3","Quiz 4","Test 4","Quiz 5",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-07-31",614212]
[null,"Jo",61,5,9,1,96,24,5,55,7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-06-30",551250]
[null,"Mo",43,5,6,4,32,69,3,31,8,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-05-31",352220]
[null,"Pham",63,10,6,5,45,63,2,89,2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-04-30",607028]
[null,"Chin",48,3,10,0,96,77,3,94,3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-03-31",494401]
[null,"Bob",49,4,2,6,57,97,4,45,6,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-02-28",348672]
[null,"Ty",100,2,2,1,25,45,4,28,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2022-01-31",385596]
[null,"Chantel",89,10,10,8,92,98,10,100,9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-31",273864]
[null,"Tyrone",94,8,8,10,97,98,8,93,10,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-30",320980]
[null,"Miki",52,7,7,8,95,105,1,42,3,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-31",229383]
[null,"Dylan",31,0,3,1,80,57,8,48,7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-30",143395]
[null,"Shariee",88,8,10,9,101,89,9,97,9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-31",288865]
[null,"Dean",25,7,0,9,105,42,1,76,7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-31",423159]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-30",291445]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-31",596158]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-30",282149]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-31",487897]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-28",282977]
[null,"Alternative Method:",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-31",371800]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-31",179265]
[null,"Mean Test Score",null,{"$f":"AVERAGE(_xlfn._xlws.FILTER(C8:K19,LEFT(C7:K7)=\"T\"))","v":69.291666666666671},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D27),\"\")","v":"=AVERAGE(FILTER(C8:K19,LEFT(C7:K7)=\"T\"))"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-30",282570]
[null,"Mean Quiz Score",null,{"$f":"AVERAGE(_xlfn._xlws.FILTER(C8:K19,LEFT(C7:K7)=\"Q\"))","v":5.55},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D28),\"\")","v":"=AVERAGE(FILTER(C8:K19,LEFT(C7:K7)=\"Q\"))"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-31",548348]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-30",226192]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-31",239634]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-31",260717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-30",137409]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-31",195947]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-30",258165]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-31",469009]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-29",454513]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-31",154396]

{"sheet":"BonusV(9an)","index":26,"n_rows":713,"n_cols":50,"rows_kept":713,"cut":false,"hidden":false,"merged":[]}
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"\"Sales Boom Inc. \"&TEXT(MIN(AD6:AD31),\"mmm, yy\")&\" to \"&TEXT(MAX(AD6:AD31),\"mmm, yy\")","v":"Sales Boom Inc. Jun, 20 to Jul, 22"},null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(ADDRESS(ROW(AP6),COLUMN(AP6),4)&\": \"&_xlfn.FORMULATEXT(AP6),\"\")","v":"AP6: =LET(a,AE6:AE36,nm,6,s,SCAN(0,SEQUENCE(ROWS(a)),LAMBDA(v,i,AVERAGE(INDEX(a,SEQUENCE(nm,,i))))),FILTER(s,NOT(ISERR(s))))"}]
[null,"What if you need the mean (average) from many ranges?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"What if you need the \"moving average\", like average of last 7 days or last 12 months?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(ADDRESS(ROW(AT6),COLUMN(AT6),4)&\": \"&_xlfn.FORMULATEXT(AT6),\"\")","v":"AT6: =LET(sales,AE6:AE36,num_months,6,scan,SCAN(0,SEQUENCE(ROWS(sales)),LAMBDA(a,r,AVERAGE(INDEX(sales,SEQUENCE(num_months,,r))))),FILTER(scan,NOT(ISERR(scan))))"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Moving averages \"smooth out\" numbers to give you a better over view of the trend."]
[null,"Mean Test Score",null,{"$f":"AVERAGE(C8:C19,G8:H19,J8:J19)","v":69.291666666666671},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D4),\"\")","v":"=AVERAGE(C8:C19,G8:H19,J8:J19)"},null,null,null,null,null,null,null,null,null,null,null,"https://covid.cdc.gov/covid-data-tracker/#trends_dailycases",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Create data set:"]
[null,"Mean Quiz Score",null,{"$f":"AVERAGE(D8:F19,I8:I19,K8:K19)","v":5.55},null,"=AVERAGE(D8:F19,I8:I19,K8:K19)",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Month End","Sales","6-month Moving Ave.",null,null,null,null,null,null,null,null,null,"ExcelLambda spilled solution:",null,null,null,"Try:"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Date","New Cases","7-Day Moving Average",null,null,null,null,null,null,null,null,null,"2022-07-31",614212,{"$f":"AVERAGE(AE6:AE11)","v":494630.5},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.LET(_xlpm.a,AE6:AE36,_xlpm.nm,6,_xlpm.s,_xlfn.SCAN(0,_xlfn.SEQUENCE(ROWS(_xlpm.a)),_xlfn.LAMBDA(_xlpm.v,_xlpm.i,AVERAGE(INDEX(_xlpm.a,_xlfn.SEQUENCE(_xlpm.nm,,_xlpm.i))))),_xlfn._xlws.FILTER(_xlpm.s,NOT(ISERR(_xlpm.s))))","v":494630.5},null,null,null,{"$f":"_xlfn.LET(_xlpm.sales,AE6:AE36,_xlpm.num_months,6,_xlpm.scan,_xlfn.SCAN(0,_xlfn.SEQUENCE(ROWS(_xlpm.sales)),_xlfn.LAMBDA(_xlpm.a,_xlpm.r,AVERAGE(INDEX(_xlpm.sales,_xlfn.SEQUENCE(_xlpm.num_months,,_xlpm.r))))),_xlfn._xlws.FILTER(_xlpm.scan,NOT(ISERR(_xlpm.scan))))","v":494630.5},null,null,"Month End","Sales"]
[null,"Student","Test 1","Quiz 1","Quiz 2","Quiz 3","Test 2","Test 3","Quiz 4","Test 4","Quiz 5",null,null,null,null,null,null,"2021-12-29",486428,{"$f":"AVERAGE(S7:S13)","v":316277},null,null,null,null,null,null,null,null,null,"2022-06-30",551250,{"$f":"AVERAGE(AE7:AE12)","v":456527.83333333331},null,null,null,null,null,null,null,null,null,456527.83333333331,null,null,null,456527.83333333331,null,null,"2020-01-31",{"$f":"CHOOSE(RANDBETWEEN(1,2),RANDBETWEEN(150000,599000),ABS(INT(_xlfn.NORM.INV(RAND(),225555,75000))))","v":320558}]
[null,"Jo",61,5,9,1,96,24,5,55,7,null,null,null,null,null,null,"2021-12-28",439624,281851.42857142858,null,null,null,null,null,null,null,null,null,"2022-05-31",352220,410296.83333333331,null,null,null,null,null,null,null,null,null,410296.83333333331,null,null,null,410296.83333333331]
[null,"Mo",43,5,6,4,32,69,3,31,8,null,null,null,null,null,null,"2021-12-27",453519,248630.42857142858,null,null,null,null,null,null,null,null,null,"2022-04-30",607028,405090.16666666669,null,null,null,null,null,null,null,null,null,405090.16666666669,null,null,null,405090.16666666669]
[null,"Pham",63,10,6,5,45,63,2,89,2,null,null,null,null,null,null,"2021-12-26",206794,223778.57142857142,null,null,null,null,null,null,null,null,null,"2022-03-31",494401,342149.33333333331,null,null,null,null,null,null,null,null,null,342149.33333333331,null,null,null,342149.33333333331]
[null,"Chin",48,3,10,0,96,77,3,94,3,null,null,null,null,null,null,"2021-12-25",114168,208386.85714285713,null,null,null,null,null,null,null,null,null,"2022-02-28",348672,283648.33333333331,null,null,null,null,null,null,null,null,null,283648.33333333331,null,null,null,283648.33333333331]
[null,"Bob",49,4,2,6,57,97,4,45,6,null,null,null,null,null,null,"2021-12-24",232143,203870.71428571429,null,null,null,null,null,null,null,null,null,"2022-01-31",385596,273680.5,null,null,null,null,null,null,null,null,null,273680.5,null,null,null,273680.5]
[null,"Ty",100,2,2,1,25,45,4,28,0,null,null,null,null,null,null,"2021-12-23",281263,193805.57142857142,null,null,null,null,null,null,null,null,null,"2021-12-31",273864,279941,null,null,null,null,null,null,null,null,null,279941,null,null,null,279941]
[null,"Chantel",89,10,10,8,92,98,10,100,9,null,null,null,null,null,null,"2021-12-22",245449,176457,null,null,null,null,null,null,null,null,null,"2021-11-30",320980,282871.16666666669,null,null,null,null,null,null,null,null,null,282871.16666666669,null,null,null,282871.16666666669]
[null,"Tyrone",94,8,8,10,97,98,8,93,10,null,null,null,null,null,null,"2021-12-21",207077,162325.14285714287,null,null,null,null,null,null,null,null,null,"2021-10-31",229383,328734.16666666669,null,null,null,null,null,null,null,null,null,328734.16666666669,null,null,null,328734.16666666669]
[null,"Miki",52,7,7,8,95,105,1,42,3,null,null,null,null,null,null,"2021-12-20",279556,150751,null,null,null,null,null,null,null,null,null,"2021-09-30",143395,337528.5,null,null,null,null,null,null,null,null,null,337528.5,null,null,null,337528.5]
[null,"Dylan",31,0,3,1,80,57,8,48,7,null,null,null,null,null,null,"2021-12-19",99052,138357.57142857142,null,null,null,null,null,null,null,null,null,"2021-08-31",288865,394945.5,null,null,null,null,null,null,null,null,null,394945.5,null,null,null,394945.5]
[null,"Shariee",88,8,10,9,101,89,9,97,9,null,null,null,null,null,null,"2021-12-18",82555,131996.57142857142,null,null,null,null,null,null,null,null,null,"2021-07-31",423159,393964.16666666669,null,null,null,null,null,null,null,null,null,393964.16666666669,null,null,null,393964.16666666669]
[null,"Dean",25,7,0,9,105,42,1,76,7,null,null,null,null,null,null,"2021-12-17",161687,128742.28571428571,null,null,null,null,null,null,null,null,null,"2021-06-30",291445,385404.33333333331,null,null,null,null,null,null,null,null,null,385404.33333333331,null,null,null,385404.33333333331]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-16",159823,124718.71428571429,null,null,null,null,null,null,null,null,null,"2021-05-31",596158,366707.66666666669,null,null,null,null,null,null,null,null,null,366707.66666666669,null,null,null,366707.66666666669]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-15",146526,121667.42857142857,null,null,null,null,null,null,null,null,null,"2021-04-30",282149,314443,null,null,null,null,null,null,null,null,null,314443,null,null,null,314443]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-14",126058,119356.57142857143,null,null,null,null,null,null,null,null,null,"2021-03-31",487897,358809.5,null,null,null,null,null,null,null,null,null,358809.5,null,null,null,358809.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-13",192802,119385.71428571429,null,null,null,null,null,null,null,null,null,"2021-02-28",282977,315192,null,null,null,null,null,null,null,null,null,315192,null,null,null,315192]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-12",54525,119339.85714285714,null,null,null,null,null,null,null,null,null,"2021-01-31",371800,307968.16666666669,null,null,null,null,null,null,null,null,null,307968.16666666669,null,null,null,307968.16666666669]
[null,"Alternative Method:",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-11",59775,118898.28571428571,null,null,null,null,null,null,null,null,null,"2020-12-31",179265,289454.33333333331,null,null,null,null,null,null,null,null,null,289454.33333333331,null,null,null,289454.33333333331]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-10",133522,119038.28571428571,null,null,null,null,null,null,null,null,null,"2020-11-30",282570,282478.33333333331,null,null,null,null,null,null,null,null,null,282478.33333333331,null,null,null,282478.33333333331]
[null,"Mean Test Score",null,{"$f":"AVERAGE(_xlfn._xlws.FILTER(C8:K19,LEFT(C7:K7)=\"T\"))","v":69.291666666666671},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D27),\"\")","v":"=AVERAGE(FILTER(C8:K19,LEFT(C7:K7)=\"T\"))"},null,null,null,null,null,null,null,null,null,null,null,"2021-12-09",138464,121555.14285714286,null,null,null,null,null,null,null,null,null,"2020-10-31",548348,268041.16666666669,null,null,null,null,null,null,null,null,null,268041.16666666669,null,null,null,268041.16666666669]
[null,"Mean Quiz Score",null,{"$f":"AVERAGE(_xlfn._xlws.FILTER(C8:K19,LEFT(C7:K7)=\"Q\"))","v":5.55},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(D28),\"\")","v":"=AVERAGE(FILTER(C8:K19,LEFT(C7:K7)=\"Q\"))"},null,null,null,null,null,null,null,null,null,null,null,"2021-12-08",130350,122251.71428571429,null,null,null,null,null,null,null,null,null,"2020-09-30",226192,219677.33333333334,null,null,null,null,null,null,null,null,null,219677.33333333334,null,null,null,219677.33333333334]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-07",126262,122673,null,null,null,null,null,null,null,null,null,"2020-08-31",239634,260146.83333333334,null,null,null,null,null,null,null,null,null,260146.83333333334,null,null,null,260146.83333333334]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-06",192481,121844.57142857143,null,null,null,null,null,null,null,null,null,"2020-07-31",260717,295960,null,null,null,null,null,null,null,null,null,295960,null,null,null,295960]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-05",51434,108778.57142857143,null,null,null,null,null,null,null,null,null,"2020-06-30",137409,278239.83333333331,null,null,null,null,null,null,null,null,null,278239.83333333331,null,null,null,278239.83333333331]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-04",60755,109056,null,null,null,null,null,null,null,null,null,"2020-05-31",195947]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-03",151140,107435.14285714286,null,null,null,null,null,null,null,null,null,"2020-04-30",258165]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-02",143340,97409.857142857145,null,null,null,null,null,null,null,null,null,"2020-03-31",469009]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-12-01",133299,86977.857142857145,null,null,null,null,null,null,null,null,null,"2020-02-29",454513]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-30",120463,82980.142857142855,null,null,null,null,null,null,null,null,null,"2020-01-31",154396]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-29",101019,80345.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-28",53376,87937]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-27",49409,85181.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-26",80963,83700.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-25",70316,88377.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-24",105315,94549]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-23",102022,94686]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-22",154158,93942.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-21",34089,92457.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-20",39038,91682.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-19",113706,92892.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-18",113515,94246]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-17",106274,88266.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-16",96816,86010]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-15",143765,84052.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-14",28663,81833.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-13",47508,81454]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-12",123181,78738]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-11",71660,73933.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-10",90477,76288.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-09",83115,74789.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-08",128229,73362.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-07",26008,72226.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-06",28496,71448.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-05",89552,71487]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-04",88141,71129.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-03",79988,70248.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-02",73123,70809]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-11-01",120275,74999]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-31",20563,71333.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-30",28767,71768.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-29",87049,71914.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-28",81973,71020]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-27",83913,71783.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-26",102453,{"$f":"AVERAGE(S71:S77)","v":70712.142857142855}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-25",94619,67654.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-24",23608,64222]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-23",29785,67889.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-22",80789,72518.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-21",87319,73975.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-20",76412,75313.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-19",81052,78260.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-18",70589,79704.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-17",49283,80365.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-16",62184,81826.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-15",90988,82946]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-14",96689,85348.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-13",97040,87539.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-12",91158,89083.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-11",75216,91049.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-10",59512,92813.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-09",70019,94086.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-08",107806,95709.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-07",112028,97470.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-06",107844,98977.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-05",104923,100201.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-04",87562,101944.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-03",68425,104212.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-02",81378,105449.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-10-01",120132,107489.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-30",122578,109341.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-29",116410,111199.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-28",117127,113484.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-27",103438,116045.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-26",77081,114653.85714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-25",95658,117510.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-24",133096,121431]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-23",135584,124928.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-22",132406,129467]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-21",135053,133848.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-20",93699,137726.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-19",97079,140588.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-18",123100,143330.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-17",157579,147635.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-16",167353,149331.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-15",163079,152108.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-14",162197,153100.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-13",113730,146841.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-12",116278,146349.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-11",153230,147548.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-10",169454,145973.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-09",186794,147895.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-08",170021,147251.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-07",118384,151367.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-06",110283,159733]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-05",124674,163206.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-04",142205,162287.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-03",182905,163570.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-02",182287,163551.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-09-01",198837,164233.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-31",176940,161227]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-30",134600,159338.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-29",118240,156882.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-28",151184,158134.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-27",182770,156943.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-26",187064,154679.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-25",177791,152949]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-24",163718,151574.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-23",117411,{"$f":"AVERAGE(S135:S141)","v":149727.71428571429}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-22",127005,148710.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-21",142847,146369.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-20",166919,145837.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-19",174952,142928.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-18",168171,139589]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-17",150789,136217.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-16",110292,134187.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-15",110619,131852.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-14",139123,129924]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-13",146556,127187.85714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-12",151573,124242.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-11",144570,121036.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-10",136577,118109.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-09",93951,114395.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-08",97118,115777]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-07",119970,110905]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-06",125936,105409.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-05",129131,102417.85714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-04",124084,98156.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-03",110580,93216.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-02",103620,89715.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-08-01",63014,85135]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-31",81500,82313.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-30",104996,78285.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-29",99299,73068.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-28",89504,69288.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-27",86076,65301.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-26",71556,60290.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-25",43265,56565.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-24",53305,54440.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-23",68473,51326.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-22",72838,47594.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-21",61595,42982.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-20",51001,39678]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-19",45483,37375.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-18",28387,35069.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-17",31506,33409.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-16",42352,31841]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-15",40551,29735.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-14",38466,27958.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-13",34881,25721]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-12",29346,23623.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-11",16765,20747.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-10",20526,19834.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-09",27613,18764.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-08",28114,17225.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-07",22802,15880.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-06",20198,14281.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-05",9217,13644.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-04",10374,13850.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-03",13034,13869]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-02",16837,13889.571428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-07-01",18704,13640.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-30",11608,13187.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-29",15736,13509.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-28",10663,13186.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-27",10501,12899.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-26",13178,12675.571428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-25",15092,12564.142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-24",15537,12126.142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-23",13861,11803]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-22",13476,11710]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-21",8653,11619.571428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-20",8932,{"$f":"AVERAGE(S199:S205)","v":11566.714285714286}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-19",12398,11517.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-18",12026,11527.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-17",13275,11811.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-16",13210,12209.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-15",12843,13051.142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-14",8283,13299.142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-13",8590,13538.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-12",12468,13880.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-11",14013,14212.142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-10",16062,14867.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-09",19099,15238.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-08",14579,14830]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-07",9961,14021.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-06",10980,13881.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-05",14791,14027.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-04",18599,14222.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-03",18659,15048.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-02",16241,15605.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-06-01",8918,16673.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-31",8984,18798.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-30",11999,19815.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-29",16156,20346.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-28",24384,21212.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-27",22555,21765.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-26",23719,22537.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-25",23791,23132.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-24",16104,23740.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-23",15719,24224.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-22",22217,24973.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-21",28256,26049.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-20",27956,27074.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-19",27887,28937.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-18",28042,30082.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-17",19497,30876.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-16",20961,31624.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-15",29750,32515.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-14",35427,33529.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-13",40999,34840.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-12",35901,35183.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-11",33598,36523.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-10",24737,37886.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-09",27197,39099.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-08",36847,40455.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-07",44605,42046.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-06",43402,43574.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-05",45279,45476.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-04",43136,46906.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-03",33230,48020.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-02",36691,48968.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-05-01",47983,49543.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-30",55300,50106.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-29",56716,51435.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-28",55288,52146.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-27",50938,53415.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-26",39866,54552.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-25",40715,53994.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-24",51920,55207.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-23",64604,58934.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-22",61693,59832.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-21",64175,61731]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-20",58892,62899.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-19",35961,64796.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-18",49210,68606.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-17",78008,{"$f":"AVERAGE(S263:S269)","v":69218.28571428571}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-16",70886,67796.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-15",74985,68935.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-14",72354,69037.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-13",72171,69830.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-12",62634,68559]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-11",53490,67741.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-10",68054,66427.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-09",78863,66061.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-08",75694,64727.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-07",77910,64549]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-06",63268,63627.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-05",56910,63497.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-04",44294,63626.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-03",65489,64854.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-02",69529,64549.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-04-01",74443,65571.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-31",71462,64419.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-30",62356,63803.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-29",57810,63251.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-28",52894,61930]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-27",63354,60796]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-26",76681,60083.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-25",66382,58026.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-24",67150,57524.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-23",58489,56844.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-22",48560,55926.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-21",44956,55197.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-20",58369,55524.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-19",62281,54814.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-18",62864,54897.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-17",62391,54564.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-16",52066,54539.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-15",43456,54744.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-14",47246,54677.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-13",53397,54144.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-12",62860,54705.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-11",60535,54901.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-10",62218,55646.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-09",53497,56153.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-08",42989,56399.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-07",43518,57539]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-06",57322,58697.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-05",64234,60210.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-04",65745,61551.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-03",65770,62446.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-02",55217,63475.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-03-01",50967,65734.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-28",51628,66487.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-27",67910,67079.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-26",73625,66810.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-25",72006,66750]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-24",72977,66285.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-23",71027,65085.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-22",56240,63203.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-21",55772,63411.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-20",66028,64967.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-19",73200,67599.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-18",68757,71131.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-17",64576,75485]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-16",57849,80469.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-15",57696,85343.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-14",66667,88851.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-13",84452,92396]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-12",97923,{"$f":"AVERAGE(S327:S333)","v":95773.142857142855}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-11",99232,99717.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-10",99465,103420]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-09",91967,104964]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-08",82253,109333.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-07",91480,115933.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-06",108092,118789.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-05",125534,122972.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-04",125149,128493.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-03",110273,133020.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-02",122552,140126.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-02-01",128453,143747]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-31",111472,144519]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-30",137375,149101.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-29",164179,152989.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-28",156840,156747.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-27",160016,161436.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-26",147894,165614.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-25",133857,166046.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-24",143550,168523.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-23",164588,174097.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-22",190490,180986.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-21",189661,188055.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-20",189263,193001.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-19",150917,198738.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-18",151194,208417.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-17",182569,216027.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-16",212814,221876.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-15",239968,227927.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-14",224283,235649]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-13",229424,242332.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-12",218671,246665.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-11",204461,250435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-10",223513,246205]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-09",255175,243620.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-08",294016,239207]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-07",271065,229971.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-06",259758,224256.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-05",245057,221273.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-04",174851,216299.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-03",205420,216890.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-02",224282,209684.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2021-01-01",229369,198956.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-31",231060,188943.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-30",238875,184840.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-29",210241,183353.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-28",178985,181841.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-27",154978,182553.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-26",149188,187275.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-25",159275,194790.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-24",202343,205959.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-23",228465,212484.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-22",199657,214408.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-21",183970,214585.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-20",188033,216532.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-19",201791,215491.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-18",237458,217536.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-17",248018,219150.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-16",241932,213559]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-15",200894,210788.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-14",197603,214455.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-13",180743,212875.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-12",216108,212387.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-11",248757,210911.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-10",208876,{"$f":"AVERAGE(S391:S397)","v":207583.28571428571}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-09",222541,209017.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-08",226563,207426.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-07",186541,202567]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-06",177327,197900.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-05",205778,192755.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-04",225457,184031.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-03",218913,175307.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-02",211407,164752.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-12-01",192546,162483.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-30",153875,160109.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-29",141310,161088]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-28",144713,162460.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-27",164388,166568.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-26",145028,170962.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-25",195527,177428.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-24",175925,174185.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-23",160725,173052]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-22",150920,171874.42857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-21",173467,170321.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-20",195146,168938]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-19",190288,166563.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-18",172826,162795.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-17",167992,160120.57142857142]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-16",152482,157278.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-15",140050,153363.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-14",163782,149364.85714285713]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-13",178526,144430]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-12",163908,138148.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-11",154104,132415.14285714287]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-10",148095,126968.57142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-09",125081,119971]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-08",112058,114557.85714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-07",129238,109174.42857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-06",134553,104036.14285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-05",123777,98821.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-04",115978,94239.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-03",99112,89875.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-02",87189,86548.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-11-01",74374,84117.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-31",93270,82911.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-30",98048,80500]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-29",91707,78375]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-28",85428,75993.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-27",75826,73869.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-26",70171,71462.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-25",65931,70321.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-24",76389,67901.571428571435]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-23",83173,64748.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-22",75036,62806.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-21",70560,61143.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-20",58978,59378.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-19",62184,58212]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-18",48991,56439]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-17",54319,55861.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-16",69579,55803.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-15",63395,54306.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-14",58205,53201.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-13",50811,52714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-12",49773,51453.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-11",44946,50286.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-10",53916,48958.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-09",59097,48076.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-08",55664,46942.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-07",54791,{"$f":"AVERAGE(S455:S461)","v":45775.285714285717}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-06",41985,44600.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-05",41605,44166]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-04",35653,43816.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-03",47743,43777.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-02",51159,43066.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-10-01",47491,42932.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-30",46570,42777.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-29",38941,42260.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-28",39160,43855.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-27",35379,44209.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-26",42765,44051.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-25",50219,43995.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-24",46409,43705.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-23",42949,43560.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-22",50108,43842.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-21",41636,42002.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-20",34276,41020.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-19",42373,40822.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-18",48188,40489.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-17",45392,39976.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-16",44923,39077.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-15",37229,37740.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-14",34761,36510.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-13",32894,35057]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-12",40037,35213.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-11",44597,35394.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-10",39102,36350.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-09",35564,37275]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-08",28616,38307.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-07",24589,39768.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-06",33988,41908.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-05",41303,42286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-04",51294,42245.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-03",45571,41623.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-02",42794,41859.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-09-01",38841,42531]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-31",39566,42829.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-30",36633,42323.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-29",41018,42388]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-28",46939,42505.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-27",47226,42614.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-26",47494,42592]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-25",40932,42562.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-24",36025,42674.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-23",37082,43502.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-22",41839,44192.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-21",47704,45581.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-20",47068,46801.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-19",47290,47527.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-18",41716,48706.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-17",41819,51202.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-16",41912,51535.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-15",51563,52170.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-14",56240,52244.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-13",52153,53087.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-12",55543,53517.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-11",59189,53618.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-10",44147,52579.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-09",46358,52744.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-08",52082,53473.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-07",62143,54092.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-06",55159,55047]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-05",56250,56759.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-04",51917,{"$f":"AVERAGE(S519:S525)","v":58027.857142857145}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-03",45305,59067.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-02",51459,60204.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-08-01",56417,61282.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-31",68822,61948.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-30",67145,62675.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-29",65130,63663.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-28",59192,64739.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-27",53264,65329.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-26",59005,66151.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-25",61080,66282.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-24",73913,67242]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-23",74061,67695.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-22",72660,67140.428571428565]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-21",63325,67090.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-20",59018,67330.28571428571]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-19",59919,66976.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-18",67798,66936.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-17",77085,66983.71428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-16",70178,65767.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-15",72312,64643]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-14",65002,63653]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-13",56539,62375.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-12",59643,61614.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-11",68127,58868.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-10",68569,56221]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-09",62309,55038.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-08",65382,54081]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-07",56060,53274.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-06",51214,51921.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-05",40419,50120]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-04",49594,49745.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-03",60290,48892]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-02",55608,46929.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-07-01",59737,45701]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-30",46591,42514.142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-29",38601,41275.714285714283]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-28",37798,39860.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-27",43619,38364.857142857145]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-26",46551,36896.285714285717]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-25",47010,35004.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-24",37429,32396.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-23",37922,30707.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-22",28697,28851]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-21",27326,27692.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-20",33339,26734.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-19",33308,25687]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-18",28757,25035.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-17",25603,24168.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-16",24927,23722.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-15",20588,22818.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-14",20618,22454]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-13",26008,22048.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-12",28747,21700.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-11",22689,21083.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-10",22483,20800.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-09",18595,20604.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-08",18038,20909.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-07",17780,20812.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-06",23573,21302]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-05",24424,21321.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-04",20711,21197.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-03",21111,21695.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-02",20731,21588.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-06-01",17358,{"$f":"AVERAGE(S583:S589)","v":21049.428571428572}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-31",21206,21305.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-30",23710,21385]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-29",23553,20994.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-28",24198,21348.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-27",20364,21537.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-26",16957,22126.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-25",19148,22660.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-24",21765,23452.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-23",20979,23089.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-22",26026,23707.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-21",25525,23862.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-20",24488,25148.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-19",20693,24184.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-18",24692,24694.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-17",19224,23923.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-16",25303,24270.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-15",27111,24367]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-14",34531,24500.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-13",17739,23941.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-12",24260,24878.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-11",19295,24728.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-10",21656,24997.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-09",25977,25880.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-08",28044,26226]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-07",30617,26538.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-06",24301,26795.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-05",23210,27212]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-04",21176,27251.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-03",27836,27686.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-02",28398,27600.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-05-01",30229,28311.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-30",32420,28868.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-29",27215,28951.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-28",23488,29554.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-27",24219,29835.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-26",27233,30062.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-25",33377,30155.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-24",34130,29330.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-23",32998,28708.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-22",31434,28539.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-21",25457,27675]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-20",25810,27636.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-19",27884,27511]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-18",27599,27498.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-17",29777,28157.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-16",31818,28463.285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-15",25380,28916.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-14",25186,30102.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-13",24933,30822]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-12",27799,31343.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-11",32207,31297.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-10",31920,31338.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-09",34988,31326.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-08",33682,30620.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-07",30225,29858.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-06",28584,28868.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-05",27478,27047]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-04",32492,26883.571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-03",31839,25189.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-02",30045,23503.857142857141]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-04-01",28347,21893.428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-31",23297,19866.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-30",15831,18160.142857142859]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-29",26334,{"$f":"AVERAGE(S647:S653)","v":17431.285714285714}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-28",20635,15221.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-27",20038,13590.857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-26",18772,11790.714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-25",14160,9991]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-24",11351,8668.5714285714294]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-23",10729,7507.2857142857147]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-22",10868,6310.1428571428569]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-21",9218,5072.1428571428569]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-20",7437,3931.1428571428573]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-19",6174,2998.8571428571427]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-18",4903,2223.7142857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-17",3222,1596.7142857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-16",2349,1206.8571428571429]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-15",2202,931.28571428571433]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-14",1231,646.57142857142856]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-13",911,493.57142857142856]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-12",748,380.71428571428572]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-11",514,285]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-10",493,221.14285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-09",420,159.85714285714286]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-08",209,105]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-07",160,77.714285714285708]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-06",121,56.142857142857146]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-05",78,39.428571428571431]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-04",67,29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-03",64,20.571428571428573]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-02",36,12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-03-01",18,7.4285714285714288]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-29",9,4.8571428571428568]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-28",4,4.4285714285714288]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-27",5,4.5714285714285712]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-26",8,4]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-25",4,3.2857142857142856]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-24",4,3.4285714285714284]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-23",0,3.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-22",6,3.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-21",5,2.2857142857142856]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-20",1,1.5714285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-19",3,1.5714285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-18",5,1.2857142857142858]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-17",2,0.5714285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-16",0,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-15",0,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-14",0,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-13",1,0.42857142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-12",1,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-11",0,0.14285714285714285]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-10",0,0.14285714285714285]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-09",0,0.5714285714285714]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-08",0,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-07",1,1.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-06",0,1.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-05",0,1.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-04",0,1.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-03",3,1.1428571428571428]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-02",3,0.7142857142857143]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-02-01",1,0.42857142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-31",1,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-30",0,0.2857142857142857]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-29",0,0.42857142857142855]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-28",0,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-27",0,0.6]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-26",1,0.75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-25",0,{"$f":"AVERAGE(S711:S717)","v":0.66666666666666663}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-24",1,1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"2020-01-23",1,1]

{"sheet":"WeightedMean","index":27,"n_rows":28,"n_cols":25,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"4) Weighted Mean"]
[null,"Fast way to calculate Mean when you have a Frequency Table or Relative Frequency Table",null,null,null,null,null,null,null,null,null,null,null,"Purchases Last Year of Quad Boomerangs",null,null,null,null,null,null,"Purchases Last Year of Quad Boomerangs"]
[null,"In Excel use:  SUMPRODUCT(Values, Weights)/SUM(Weights)",null,null,null,null,null,null,null,null,null,null,null,"The Accounting Department needs the weighted average to calculate COGS and End Inventory",null,null,null,null,null,null,"The Accounting Department gives you % Frequency and needs the weighted average to calculate the End Inventory"]
[]
[null,"Quiz Scores (list of scores)",null,"Unique List of Quiz Scores, xi","Frequency, wi","wi * xi = M1",null,null,null,null,null,null,null,"Date","Quantity Purchased wi","Price per Unit xi",null,"Calcuate % Frequency",null,null,"Price per Unit xi","Percent Frequency (PF)"]
[null,5,null,0,1,null,null,null,null,null,null,null,null,"2021-01-02",108,24.3,null,null,null,null,24.3,0.10588235294117647]
[null,6,null,2,1,null,null,null,null,null,null,null,null,"2021-02-15",72,26.45,null,null,null,null,26.45,7.0588235294117646E-2]
[null,8,null,5,2,null,null,null,null,null,null,null,null,"2021-03-28",120,26.45,null,null,null,null,26.45,0.11764705882352941]
[null,10,null,6,3,null,null,"Xbar"," =","Sample Mean","\"Xbar\"",null,null,"2021-04-27",108,17.420000000000002,null,null,null,null,17.420000000000002,0.10588235294117647,null,"Chapter 5, they will call this sort of Weighted Average an \"Expected Value\""]
[null,2,null,8,3,null,null,"xi"," =","Particular Value","\"x sub i\"",null,null,"2021-05-19",36,26.02,null,null,null,null,26.02,3.5294117647058823E-2]
[null,0,null,10,2,null,null,"wi"," =","Particular Weight","\"w sub i\"",null,null,"2021-06-19",96,21.72,null,null,null,null,21.72,9.4117647058823528E-2]
[null,5,null,"Total",null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\"",null,null,"2021-07-22",36,20.64,null,null,null,null,20.64,3.5294117647058823E-2]
[null,6,null,null,null,null,null,"n"," =","Count of sample items","\"n\"",null,null,"2021-09-04",120,25.37,null,null,null,null,25.37,0.11764705882352941]
[null,8,null,null,null,null,null,null,null,null,null,null,null,"2021-09-26",36,23.44,null,null,null,null,23.44,3.5294117647058823E-2]
[null,6,null,"Mean",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E18),COLUMN(E18),4)&\": \"&_xlfn.FORMULATEXT(E18),\"\")","v":""},null,null,null,null,null,null,"2021-11-03",144,21.72,null,null,null,null,21.72,0.14117647058823529]
[null,10,null,"Mean",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E19),COLUMN(E19),4)&\": \"&_xlfn.FORMULATEXT(E19),\"\")","v":""},null,null,null,null,null,null,"2021-12-03",144,20.21,null,null,null,null,20.21,0.14117647058823529]
[null,8,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F9),COLUMN(F9),4)&\": \"&_xlfn.FORMULATEXT(F9),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.99999999999999978]
["Mean",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B21),COLUMN(B21),4)&\": \"&_xlfn.FORMULATEXT(B21),\"\")","v":""},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F15),COLUMN(F15),4)&\": \"&_xlfn.FORMULATEXT(F15),\"\")","v":""},null,null,null,null,null,null,"Total Units",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P21),COLUMN(P21),4)&\": \"&_xlfn.FORMULATEXT(P21),\"\")","v":""}]
[null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E15),COLUMN(E15),4)&\": \"&_xlfn.FORMULATEXT(E15),\"\")","v":""},null,null,null,null,null,null,"Total Inventory Value",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P22),COLUMN(P22),4)&\": \"&_xlfn.FORMULATEXT(P22),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Weighted Average",null,null,null,"",null,null,"Weighted Average",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W23),COLUMN(W23),4)&\": \"&_xlfn.FORMULATEXT(W23),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Units Left on Shelf in 2021",null,155,null,null,null,null,"Total Units in 2021",null,1020,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W24),COLUMN(W24),4)&\": \"&_xlfn.FORMULATEXT(W24),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"End Inventory",null,null,null,"",null,null,"Units Sold in 2021",null,865,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W25),COLUMN(W25),4)&\": \"&_xlfn.FORMULATEXT(W25),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"COGS",null,null,null,"",null,null,"COGS",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W26),COLUMN(W26),4)&\": \"&_xlfn.FORMULATEXT(W26),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"COGS",null,null,null,"",null,null,"End Inventory",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W27),COLUMN(W27),4)&\": \"&_xlfn.FORMULATEXT(W27),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Check Total",null,null,null,""]

{"sheet":"WeightedMean (an)","index":28,"n_rows":28,"n_cols":25,"rows_kept":28,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"4) Weighted Mean"]
[null,"Fast way to calculate Mean when you have a Frequency Table or Relative Frequency Table",null,null,null,null,null,null,null,null,null,null,null,"Purchases Last Year of Quad Boomerangs",null,null,null,null,null,null,"Purchases Last Year of Quad Boomerangs"]
[null,"In Excel use:  SUMPRODUCT(Values, Weights)/SUM(Weights)",null,null,null,null,null,null,null,null,null,null,null,"The Accounting Department needs the weighted average to calculate COGS and End Inventory",null,null,null,null,null,null,"The Accounting Department gives you % Frequency and needs the weighted average to calculate the End Inventory"]
[]
[null,"Quiz Scores (list of scores)",null,"Unique List of Quiz Scores, xi","Frequency, wi","wi * xi = M1",null,null,null,null,null,null,null,"Date","Quantity Purchased wi","Price per Unit xi",null,"Calcuate % Frequency",null,null,"Price per Unit xi","Percent Frequency (PF)"]
[null,5,null,0,1,{"$f":"D9:D14*E9:E14","v":0},null,null,null,null,null,null,null,"2021-01-02",108,24.3,null,{"$f":"O9:O19/P21","v":0.10588235294117647},null,null,24.3,0.10588235294117647]
[null,6,null,2,1,2,null,null,null,null,null,null,null,"2021-02-15",72,26.45,null,7.0588235294117646E-2,null,null,26.45,7.0588235294117646E-2]
[null,8,null,5,2,10,null,null,null,null,null,null,null,"2021-03-28",120,26.45,null,0.11764705882352941,null,null,26.45,0.11764705882352941]
[null,10,null,6,3,18,null,"Xbar"," =","Sample Mean","\"Xbar\"",null,null,"2021-04-27",108,17.420000000000002,null,0.10588235294117647,null,null,17.420000000000002,0.10588235294117647,null,"Chapter 5, they will call this sort of Weighted Average an \"Expected Value\""]
[null,2,null,8,3,24,null,"xi"," =","Particular Value","\"x sub i\"",null,null,"2021-05-19",36,26.02,null,3.5294117647058823E-2,null,null,26.02,3.5294117647058823E-2]
[null,0,null,10,2,20,null,"wi"," =","Particular Weight","\"w sub i\"",null,null,"2021-06-19",96,21.72,null,9.4117647058823528E-2,null,null,21.72,9.4117647058823528E-2]
[null,5,null,"Total",{"$f":"SUM(E9:E14)","v":12},{"$f":"SUM(_xlfn.ANCHORARRAY(F9))","v":74},null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\"",null,null,"2021-07-22",36,20.64,null,3.5294117647058823E-2,null,null,20.64,3.5294117647058823E-2]
[null,6,null,null,null,null,null,"n"," =","Count of sample items","\"n\"",null,null,"2021-09-04",120,25.37,null,0.11764705882352941,null,null,25.37,0.11764705882352941]
[null,8,null,null,null,null,null,null,null,null,null,null,null,"2021-09-26",36,23.44,null,3.5294117647058823E-2,null,null,23.44,3.5294117647058823E-2]
[null,6,null,"Mean",{"$f":"F15/E15","v":6.166666666666667},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E18),COLUMN(E18),4)&\": \"&_xlfn.FORMULATEXT(E18),\"\")","v":"Cell E18: =F15/E15"},null,null,null,null,null,null,"2021-11-03",144,21.72,null,0.14117647058823529,null,null,21.72,0.14117647058823529]
[null,10,null,"Mean",{"$f":"SUMPRODUCT(D9:D14,E9:E14)/SUM(E9:E14)","v":6.166666666666667},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E19),COLUMN(E19),4)&\": \"&_xlfn.FORMULATEXT(E19),\"\")","v":"Cell E19: =SUMPRODUCT(D9:D14,E9:E14)/SUM(E9:E14)"},null,null,null,null,null,null,"2021-12-03",144,20.21,null,0.14117647058823529,null,null,20.21,0.14117647058823529]
[null,8,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F9),COLUMN(F9),4)&\": \"&_xlfn.FORMULATEXT(F9),\"\")","v":"Cell F9: =D9:D14*E9:E14"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,0.99999999999999978]
["Mean",{"$f":"AVERAGE(B9:B20)","v":6.166666666666667},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(B21),COLUMN(B21),4)&\": \"&_xlfn.FORMULATEXT(B21),\"\")","v":"Cell B21: =AVERAGE(B9:B20)"},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F15),COLUMN(F15),4)&\": \"&_xlfn.FORMULATEXT(F15),\"\")","v":"Cell F15: =SUM(F9#)"},null,null,null,null,null,null,"Total Units",null,{"$f":"SUM(O9:O19)","v":1020},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P21),COLUMN(P21),4)&\": \"&_xlfn.FORMULATEXT(P21),\"\")","v":"Cell P21: =SUM(O9:O19)"}]
[null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E15),COLUMN(E15),4)&\": \"&_xlfn.FORMULATEXT(E15),\"\")","v":"Cell E15: =SUM(E9:E14)"},null,null,null,null,null,null,"Total Inventory Value",null,{"$f":"SUMPRODUCT(O9:O19,P9:P19)","v":23275.200000000004},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P22),COLUMN(P22),4)&\": \"&_xlfn.FORMULATEXT(P22),\"\")","v":"Cell P22: =SUMPRODUCT(O9:O19,P9:P19)"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Weighted Average",null,{"$f":"P22/P21","v":22.81882352941177},null,"Cell P23: =P22/P21",null,null,"Weighted Average",null,{"$f":"SUMPRODUCT(U9:U19,V9:V19)","v":22.818823529411763},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W23),COLUMN(W23),4)&\": \"&_xlfn.FORMULATEXT(W23),\"\")","v":"Cell W23: =SUMPRODUCT(U9:U19,V9:V19)"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Units Left on Shelf in 2021",null,155,null,null,null,null,"Total Units in 2021",null,1020,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W24),COLUMN(W24),4)&\": \"&_xlfn.FORMULATEXT(W24),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"End Inventory",null,{"$f":"P24*P23","v":3536.9176470588245},null,"Cell P25: =P24*P23",null,null,"Units Sold in 2021",null,865,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W25),COLUMN(W25),4)&\": \"&_xlfn.FORMULATEXT(W25),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"COGS",null,{"$f":"P22-P25","v":19738.28235294118},null,"Cell P26: =P22-P25",null,null,"COGS",null,{"$f":"W25*W23","v":19738.282352941176},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W26),COLUMN(W26),4)&\": \"&_xlfn.FORMULATEXT(W26),\"\")","v":"Cell W26: =W25*W23"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"COGS",null,{"$f":"(P21-P24)*P23","v":19738.28235294118},null,"Cell P27: =(P21-P24)*P23",null,null,"End Inventory",null,{"$f":"(W24-W25)*W23","v":3536.9176470588231},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W27),COLUMN(W27),4)&\": \"&_xlfn.FORMULATEXT(W27),\"\")","v":"Cell W27: =(W24-W25)*W23"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"Check Total",null,{"$f":"SUM(P25:P26)","v":23275.200000000004},null,"Cell P28: =SUM(P25:P26)"]

{"sheet":"GeoMean","index":29,"n_rows":99,"n_cols":26,"rows_kept":99,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"5) Geometric Mean"]
[null,"Used to calculate the average compounding rate per period for % change or % growth numbers."]
[null,"The average compounding rate per period is the rate that can be used in multiplicative growth formulas to calculate an end amount from a begin amount across equal size time periods."]
[null,"In finance it is used to calculate the \"Average Compounding Rate Per Period\" for an investment."]
[null,"Geometric Mean Formula 1:"]
[null,"Use when you are given all the \"Growth Rates\" or \"Rates of Change\" or \"% Change\" amounts across all equal sized periods"]
[null,"\"Growth Rates\" or \"Rates of Change\" or \"% Change\" = % change from one equal size period to the next"]
[null,"Growth Factor = 1 + Growth Rate = Factor you can multiply by Begin Value to get End Value. Growth Factor ALWAYS >= 0"]
[null,"In Excel use:"]
[null,"GEOMEAN(RangeOfGrowthRates+1) = 1 + Geometric Mean = 1 + Average Compounding Rate per Period"]
[null,"GEOMEAN(RangeOfGrowthRates+1)-1 = Geometric Mean = Average Compounding Rate per Period"]
[null,"Geometric Mean Formula 2:"]
[null,"Use when you are given the Begin Value, End Value and the number of periods"]
[null,"Use when you are given the Begin Value, End Value and the number of periods"]
[null,"In Excel use:"]
[null,"RRI function. Function arguments: RRI(n,PV,FV) = RRI(NumberOfPeriods,BegValue, EndValue)  = Geometric Mean = Average Compounding Rate per Period"]
[null,"Formula: =(EndValue/BegValue)^(1/NumberOfPeriods)-1 = Geometric Mean = Ave. Compounding Rate per Period"]
[null,"MUST use Geometric Mean (not arithmetic mean) if you want the true \"average\" compounding rate per period"]
[null,"Arithmetic Mean overestimates"]
[null,"Arithmetic Mean is for additive processes. Geomean is for multiplicative processes"]
[null,"In finance, when calculating End Values, use Geometric Mean; however, arithmetic mean is used in some situations like for Standard Deviation, Correlation,"]
[null,"and other calculations that do not require true \"average\" compounding rate per period."]
[]
[]
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"5) Geometric Mean"]
[null,"Used to calculate the average compounding rate per period for % change or % growth numbers."]
[null,"The average compounding rate per period is the rate that can be used in multiplicative growth formulas to calculate an end amount from a begin amount across equal size time periods."]
[null,"In finance it is used to calculate the \"Average Compounding Rate Per Period\" for an investment."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(U52),COLUMN(U52),4)&\": \"&_xlfn.FORMULATEXT(U52),\"\")","v":"Cell U52: =T52:T85/T51:T84-1"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(V52),COLUMN(V52),4)&\": \"&_xlfn.FORMULATEXT(V52),\"\")","v":"Cell V52: =1+U52#"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Spilled Formula Version:",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W52),COLUMN(W52),4)&\": \"&_xlfn.FORMULATEXT(W52),\"\")","v":"Cell W52: =T51:T84*(1+U52#)"}]
[]
[null,"Year","Last Trade Day","Adj. Close MSFT Stock Price","% Change (Growth Rate)","Growth Factor","How to Use GF",null,"Number Periods",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J50),COLUMN(J50),4)&\": \"&_xlfn.FORMULATEXT(J50),\"\")","v":""},null,null,null,null,null,"Year","Last Trade Day","Adj. Close MSFT Stock Price","% Change (Growth Rate)","Growth Factor","How to Use GF",null,null,"% Change (Growth Rate)"]
[null,1987,"1987-12-31",0.237842,null,null,null,null,"Number Periods",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J51),COLUMN(J51),4)&\": \"&_xlfn.FORMULATEXT(J51),\"\")","v":""},null,null,null,null,null,1987,"1987-12-31",0.237842,null,null,null,null,null,"Excel Lambda:"]
[null,1988,"1988-12-30",0.233458,null,null,null,null,null,null,null,null,null,null,null,null,null,1988,"1988-12-30",0.233458,{"$f":"T52:T85/T51:T84-1","v":-1.8432404705644889E-2},{"$f":"1+_xlfn.ANCHORARRAY(U52)","v":0.98156759529435511},{"$f":"T51:T84*(1+_xlfn.ANCHORARRAY(U52))","v":0.233458},null,null,{"$f":"_xlfn.LET(_xlpm.a,D51:D87,_xlpm.r,ROWS(_xlpm.a)-1,_xlpm.s,_xlfn.SEQUENCE(_xlpm.r),INDEX(_xlpm.a,_xlpm.s+1)/INDEX(_xlpm.a,_xlpm.s)-1)","v":-1.8432404705644889E-2}]
[null,1989,"1989-12-29",0.38142399999999999,null,null,null,null,"Average Compounding Rate Per Period",null,null,null,null,null,null,null,null,1989,"1989-12-29",0.38142399999999999,0.63380136898285766,1.6338013689828577,0.38142399999999999,null,null,0.63380136898285766]
[null,1990,"1990-12-31",0.65981900000000004,null,null,null,null,"Geometric Mean",null,null,null,null,null,null,null,null,1990,"1990-12-31",0.65981900000000004,0.72988327949997922,1.7298832794999792,0.65981900000000004,null,null,0.72988327949997922]
[null,1991,"1991-12-31",1.46322,null,null,null,null,"\"Average Return\"",null,null,null,null,null,null,null,null,1991,"1991-12-31",1.46322,1.2176081622384318,2.2176081622384318,1.46322,null,null,1.2176081622384318]
[null,1992,"1992-12-31",1.684347,null,null,null,null,"If you have Growth Rates:",null,null,null,null,null,null,null,null,1992,"1992-12-31",1.684347,0.15112354943207462,1.1511235494320746,1.6843470000000003,null,null,0.15112354943207462]
[null,1993,"1993-12-31",1.5906340000000001,null,null,null,null,"Geo Mean 1:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J57),COLUMN(J57),4)&\": \"&_xlfn.FORMULATEXT(J57),\"\")","v":""},null,null,null,null,null,1993,"1993-12-31",1.5906340000000001,-5.5637585366910658E-2,0.94436241463308934,1.5906340000000001,null,null,-5.5637585366910658E-2]
[null,1994,"1994-12-30",2.4118460000000002,null,null,null,null,"Geo Mean 2:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J58),COLUMN(J58),4)&\": \"&_xlfn.FORMULATEXT(J58),\"\")","v":""},null,null,null,null,null,1994,"1994-12-30",2.4118460000000002,0.51627967213073522,1.5162796721307352,2.4118460000000002,null,null,0.51627967213073522]
[null,1995,"1995-12-29",3.4624039999999998,null,null,null,null,"If youhave Begin and End Amounts:",null,null,null,null,null,null,null,null,1995,"1995-12-29",3.4624039999999998,0.43558253719350226,1.4355825371935023,3.4624039999999998,null,null,0.43558253719350226]
[null,1996,"1996-12-31",6.5203680000000004,null,null,null,null,"Geo Mean 3:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J60),COLUMN(J60),4)&\": \"&_xlfn.FORMULATEXT(J60),\"\")","v":""},null,null,null,null,null,1996,"1996-12-31",6.5203680000000004,0.883190985222984,1.883190985222984,6.5203680000000004,null,null,0.883190985222984]
[null,1997,"1997-12-31",10.199790999999999,null,null,null,null,"Geo Mean 4:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J61),COLUMN(J61),4)&\": \"&_xlfn.FORMULATEXT(J61),\"\")","v":""},null,null,null,null,null,1997,"1997-12-31",10.199790999999999,0.56429683109910345,1.5642968310991034,10.199790999999999,null,null,0.56429683109910345]
[null,1998,"1998-12-31",21.889106999999999,null,null,null,null,"Also:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J62),COLUMN(J62),4)&\": \"&_xlfn.FORMULATEXT(J62),\"\")","v":""},null,null,null,null,null,1998,"1998-12-31",21.889106999999999,1.1460348550279118,2.1460348550279118,21.889106999999999,null,null,1.1460348550279118]
[null,1999,"1999-12-31",36.853408999999999,null,null,null,null,"Prove that it is average compounding rate per period:",null,null,null,null,null,null,null,null,1999,"1999-12-31",36.853408999999999,0.68364150259761636,1.6836415025976164,36.853408999999999,null,null,0.68364150259761636]
[null,2000,"2000-12-29",13.691784999999999,null,null,null,null,"Get End from Begin",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J64),COLUMN(J64),4)&\": \"&_xlfn.FORMULATEXT(J64),\"\")","v":""},null,null,null,null,null,2000,"2000-12-29",13.691784999999999,-0.62847982394247437,0.37152017605752563,13.691784999999999,null,null,-0.62847982394247437]
[null,2001,"2001-12-31",20.912528999999999,null,null,null,null,null,null,null,null,null,null,null,null,null,2001,"2001-12-31",20.912528999999999,0.52737784006979371,1.5273778400697937,20.912528999999999,null,null,0.52737784006979371]
[null,2002,"2002-12-31",16.319658,null,null,null,null,"NOT Mean XXX",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J66),COLUMN(J66),4)&\": \"&_xlfn.FORMULATEXT(J66),\"\")","v":""},null,null,null,null,null,2002,"2002-12-31",16.319658,-0.21962293513137499,0.78037706486862501,16.319658,null,null,-0.21962293513137499]
[null,2003,"2003-12-31",17.432082999999999,null,null,null,null,"End too big!!!",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J67),COLUMN(J67),4)&\": \"&_xlfn.FORMULATEXT(J67),\"\")","v":""},null,null,null,null,null,2003,"2003-12-31",17.432082999999999,6.8164725020585459E-2,1.0681647250205855,17.432082999999999,null,null,6.8164725020585459E-2]
[null,2004,"2004-12-31",19.023309999999999,null,null,null,null,null,null,null,null,null,null,null,null,null,2004,"2004-12-31",19.023309999999999,9.1281518106585358E-2,1.0912815181065854,19.023309999999999,null,null,9.1281518106585358E-2]
[null,2005,"2005-12-30",18.844830999999999,null,null,null,null,"2nd Example:",null,null,null,null,null,null,null,null,2005,"2005-12-30",18.844830999999999,-9.3821211976253815E-3,0.99061787880237462,18.844830999999999,null,null,-9.3821211976253815E-3]
[null,2006,"2006-12-29",21.829720999999999,null,null,null,null,"Investment","Year",null,null,null,null,null,null,null,2006,"2006-12-29",21.829720999999999,0.1583930362654884,1.1583930362654884,21.829720999999999,null,null,0.1583930362654884]
[null,2007,"2007-12-31",26.379683,null,null,null,null,2500,1999,null,null,null,null,null,null,null,2007,"2007-12-31",26.379683,0.20842969087877949,1.2084296908787795,26.379683,null,null,0.20842969087877949]
[null,2008,"2008-12-31",14.670892,null,null,null,null,{"$f":"I71*(1+0.067)^(J72-J71)","v":6613.1184265048369},2014,null,null,null,null,null,null,null,2008,"2008-12-31",14.670892,-0.44385639509011532,0.55614360490988468,14.670892000000002,null,null,-0.44385639509011532]
[null,2009,"2009-12-31",23.541965000000001,null,null,null,null,null,null,null,null,null,null,null,null,null,2009,"2009-12-31",23.541965000000001,0.60467168594793019,1.6046716859479302,23.541965000000001,null,null,0.60467168594793019]
[null,2010,"2010-12-31",22.005939000000001,null,null,null,null,"Average Compounding Rate",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K74),COLUMN(K74),4)&\": \"&_xlfn.FORMULATEXT(K74),\"\")","v":""},null,null,null,null,null,2010,"2010-12-31",22.005939000000001,-6.5246295285886324E-2,0.93475370471411368,22.005939000000001,null,null,-6.5246295285886324E-2]
[null,2011,"2011-12-30",21.012219999999999,null,null,null,null,"Prove:",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K75),COLUMN(K75),4)&\": \"&_xlfn.FORMULATEXT(K75),\"\")","v":""},null,null,null,null,null,2011,"2011-12-30",21.012219999999999,-4.5156855156237685E-2,0.95484314484376231,21.012219999999999,null,null,-4.5156855156237685E-2]
[null,2012,"2012-12-31",22.230688000000001,null,null,null,null,null,null,null,null,null,null,null,null,null,2012,"2012-12-31",22.230688000000001,5.7988541905614976E-2,1.057988541905615,22.230688000000001,null,null,5.7988541905614976E-2]
[null,2013,"2013-12-31",32.078442000000003,null,null,null,null,"3rd Example:",null,null,null,null,null,null,null,null,2013,"2013-12-31",32.078442000000003,0.44298017227357067,1.4429801722735707,32.078442000000003,null,null,0.44298017227357067]
[null,2014,"2014-12-31",40.920738,null,null,null,null,"Population Growth from Previous Year","Year",null,null,null,null,null,null,null,2014,"2014-12-31",40.920738,0.27564605537887399,1.275646055378874,40.920738,null,null,0.27564605537887399]
[null,2015,"2015-12-31",50.206420999999999,null,null,null,null,0.01,2004,null,null,null,null,null,null,null,2015,"2015-12-31",50.206420999999999,0.22691875693932984,1.2269187569393298,50.206420999999999,null,null,0.22691875693932984]
[null,2016,"2016-12-30",57.776409000000001,null,null,null,null,5.0000000000000001E-3,2005,null,null,null,null,null,null,null,2016,"2016-12-30",57.776409000000001,0.15077728802855717,1.1507772880285572,57.776409000000001,null,null,0.15077728802855717]
[null,2017,"2017-12-29",81.309105000000002,null,null,null,null,0.02,2006,null,null,null,null,null,null,null,2017,"2017-12-29",81.309105000000002,0.40730631078162016,1.4073063107816202,81.309105000000002,null,null,0.40730631078162016]
[null,2018,"2018-12-31",98.217551999999998,null,null,null,null,2.5000000000000001E-2,2007,null,null,null,null,null,null,null,2018,"2018-12-31",98.217551999999998,0.20795268869335115,1.2079526886933512,98.217551999999998,null,null,0.20795268869335115]
[null,2019,"2019-12-31",154.74972500000001,null,null,null,null,null,null,null,null,null,null,null,null,null,2019,"2019-12-31",154.74972500000001,0.5755811649632645,1.5755811649632645,154.74972500000001,null,null,0.5755811649632645]
[null,2020,"2020-12-31",220.57110599999999,null,null,null,null,"Average Growth Rate",null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K84),COLUMN(K84),4)&\": \"&_xlfn.FORMULATEXT(K84),\"\")","v":""},null,null,null,null,2020,"2020-12-31",220.57110599999999,0.42534085924869958,1.4253408592486996,220.57110599999999,null,null,0.42534085924869958]
[null,2021,"2021-12-31",336.32000699999998,null,null,null,null,"Prove:",null,null,null,"",null,null,null,null,2021,"2021-12-31",336.32000699999998,0.52476910099004526,1.5247691009900453,336.32000699999998,null,null,0.52476910099004526]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1]
[null,null,null,null,"<\n<\n<",null,null,null,"Population","Year",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$error":"#DIV/0!"}]
[null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E52),COLUMN(E52),4)&\": \"&_xlfn.FORMULATEXT(E52),\"\")","v":""},"<\n<\n<",null,null,45122,2003]
[null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F52),COLUMN(F52),4)&\": \"&_xlfn.FORMULATEXT(F52),\"\")","v":""},null,null,{"$f":"I88*(1+K84)^ROWS(J79:J82)","v":45122},2007]
[null,null,null,null,null,null,"<\n<\n<"]
[null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G52),COLUMN(G52),4)&\": \"&_xlfn.FORMULATEXT(G52),\"\")","v":""}]
[]
[null,null,null,null,null,null,null,null,"When Mean and Geo Mean are equal, all other times, Mean will be bigger than Geomean:"]
[]
[null,null,null,null,null,null,null,null,"% Change",null,"Mean","GeoMean"]
[null,null,null,null,null,null,null,null,0.02,null,{"$f":"AVERAGE(I96:I99)","v":0.02},{"$f":"GEOMEAN(I96:I99+1)-1","v":2.0000000000000018E-2}]
[null,null,null,null,null,null,null,null,0.02]
[null,null,null,null,null,null,null,null,0.02,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L96),COLUMN(L96),4)&\": \"&_xlfn.FORMULATEXT(L96),\"\")","v":"Cell L96: =GEOMEAN(I96:I99+1)-1"}]
[null,null,null,null,null,null,null,null,0.02,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L96),COLUMN(L96),4)&\": \"&_xlfn.FORMULATEXT(L96),\"\")","v":"Cell L96: =GEOMEAN(I96:I99+1)-1"}]

{"sheet":"GeoMean (an)","index":30,"n_rows":99,"n_cols":26,"rows_kept":99,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"5) Geometric Mean"]
[null,"Used to calculate the average compounding rate per period for % change or % growth numbers."]
[null,"The average compounding rate per period is the rate that can be used in multiplicative growth formulas to calculate an end amount from a begin amount across equal size time periods."]
[null,"In finance it is used to calculate the \"Average Compounding Rate Per Period\" for an investment."]
[null,"Geometric Mean Formula 1:"]
[null,"Use when you are given all the \"Growth Rates\" or \"Rates of Change\" or \"% Change\" amounts across all equal sized periods"]
[null,"\"Growth Rates\" or \"Rates of Change\" or \"% Change\" = % change from one equal size period to the next"]
[null,"Growth Factor = 1 + Growth Rate = Factor you can multiply by Begin Value to get End Value. Growth Factor ALWAYS >= 0"]
[null,"In Excel use:"]
[null,"GEOMEAN(RangeOfGrowthRates+1) = 1 + Geometric Mean = 1 + Average Compounding Rate per Period"]
[null,"GEOMEAN(RangeOfGrowthRates+1)-1 = Geometric Mean = Average Compounding Rate per Period"]
[null,"Geometric Mean Formula 2:"]
[null,"Use when you are given the Begin Value, End Value and the number of periods"]
[null,"Use when you are given the Begin Value, End Value and the number of periods"]
[null,"In Excel use:"]
[null,"RRI function. Function arguments: RRI(n,PV,FV) = RRI(NumberOfPeriods,BegValue, EndValue)  = Geometric Mean = Average Compounding Rate per Period"]
[null,"Formula: =(EndValue/BegValue)^(1/NumberOfPeriods)-1 = Geometric Mean = Ave. Compounding Rate per Period"]
[null,"MUST use Geometric Mean (not arithmetic mean) if you want the true \"average\" compounding rate per period"]
[null,"Arithmetic Mean overestimates"]
[null,"Arithmetic Mean is for additive processes. Geomean is for multiplicative processes"]
[null,"In finance, when calculating End Values, use Geometric Mean; however, arithmetic mean is used in some situations like for Standard Deviation, Correlation,"]
[null,"and other calculations that do not require true \"average\" compounding rate per period."]
[]
[]
[]
[null,"Measure of central location"]
[null,"Average = \"Typical Values\" calculated so that we have one value that can represent all the data points"]
[null,"5) Geometric Mean"]
[null,"Used to calculate the average compounding rate per period for % change or % growth numbers."]
[null,"The average compounding rate per period is the rate that can be used in multiplicative growth formulas to calculate an end amount from a begin amount across equal size time periods."]
[null,"In finance it is used to calculate the \"Average Compounding Rate Per Period\" for an investment."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(U52),COLUMN(U52),4)&\": \"&_xlfn.FORMULATEXT(U52),\"\")","v":"Cell U52: =T52:T85/T51:T84-1"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(V52),COLUMN(V52),4)&\": \"&_xlfn.FORMULATEXT(V52),\"\")","v":"Cell V52: =1+U52#"}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Spilled Formula Version:",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(W52),COLUMN(W52),4)&\": \"&_xlfn.FORMULATEXT(W52),\"\")","v":"Cell W52: =T51:T84*(1+U52#)"}]
[]
[null,"Year","Last Trade Day","Adj. Close MSFT Stock Price","% Change (Growth Rate)","Growth Factor","How to Use GF",null,"Number Periods",{"$f":"ROWS(E52:E85)","v":34},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J50),COLUMN(J50),4)&\": \"&_xlfn.FORMULATEXT(J50),\"\")","v":"Cell J50: =ROWS(E52:E85)"},null,null,null,null,null,"Year","Last Trade Day","Adj. Close MSFT Stock Price","% Change (Growth Rate)","Growth Factor","How to Use GF",null,null,"% Change (Growth Rate)"]
[null,1987,"1987-12-31",0.237842,null,null,null,null,"Number Periods",{"$f":"B85-B51","v":34},null,"Cell J51: =B85-B51",null,null,null,null,null,1987,"1987-12-31",0.237842,null,null,null,null,null,"Excel Lambda:"]
[null,1988,"1988-12-30",0.233458,{"$f":"D52/D51-1","v":-1.8432404705644889E-2},{"$f":"1+E52","v":0.98156759529435511},{"$f":"D51*(1+E52)","v":0.233458},null,null,null,null,null,null,null,null,null,null,1988,"1988-12-30",0.233458,{"$f":"T52:T85/T51:T84-1","v":-1.8432404705644889E-2},{"$f":"1+_xlfn.ANCHORARRAY(U52)","v":0.98156759529435511},{"$f":"T51:T84*(1+_xlfn.ANCHORARRAY(U52))","v":0.233458},null,null,{"$f":"_xlfn.LET(_xlpm.a,D51:D87,_xlpm.r,ROWS(_xlpm.a)-1,_xlpm.s,_xlfn.SEQUENCE(_xlpm.r),INDEX(_xlpm.a,_xlpm.s+1)/INDEX(_xlpm.a,_xlpm.s)-1)","v":-1.8432404705644889E-2}]
[null,1989,"1989-12-29",0.38142399999999999,{"$f":"D53/D52-1","v":0.63380136898285766},{"$f":"1+E53","v":1.6338013689828577},{"$f":"D52*(1+E53)","v":0.38142399999999999},null,"Average Compounding Rate Per Period",null,null,null,null,null,null,null,null,1989,"1989-12-29",0.38142399999999999,0.63380136898285766,1.6338013689828577,0.38142399999999999,null,null,0.63380136898285766]
[null,1990,"1990-12-31",0.65981900000000004,{"$f":"D54/D53-1","v":0.72988327949997922},1.7298832794999792,{"$f":"D53*(1+E54)","v":0.65981900000000004},null,"Geometric Mean",null,null,null,null,null,null,null,null,1990,"1990-12-31",0.65981900000000004,0.72988327949997922,1.7298832794999792,0.65981900000000004,null,null,0.72988327949997922]
[null,1991,"1991-12-31",1.46322,{"$f":"D55/D54-1","v":1.2176081622384318},2.2176081622384318,1.46322,null,"\"Average Return\"",null,null,null,null,null,null,null,null,1991,"1991-12-31",1.46322,1.2176081622384318,2.2176081622384318,1.46322,null,null,1.2176081622384318]
[null,1992,"1992-12-31",1.684347,{"$f":"D56/D55-1","v":0.15112354943207462},1.1511235494320746,1.6843470000000003,null,"If you have Growth Rates:",null,null,null,null,null,null,null,null,1992,"1992-12-31",1.684347,0.15112354943207462,1.1511235494320746,1.6843470000000003,null,null,0.15112354943207462]
[null,1993,"1993-12-31",1.5906340000000001,-5.5637585366910658E-2,0.94436241463308934,1.5906340000000001,null,"Geo Mean 1:",{"$f":"PRODUCT(1+E52:E85)^(1/J51)-1","v":0.2378291632329752},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J57),COLUMN(J57),4)&\": \"&_xlfn.FORMULATEXT(J57),\"\")","v":"Cell J57: =PRODUCT(1+E52:E85)^(1/J51)-1"},null,null,null,null,null,1993,"1993-12-31",1.5906340000000001,-5.5637585366910658E-2,0.94436241463308934,1.5906340000000001,null,null,-5.5637585366910658E-2]
[null,1994,"1994-12-30",2.4118460000000002,0.51627967213073522,1.5162796721307352,2.4118460000000002,null,"Geo Mean 2:",{"$f":"GEOMEAN(1+E52:E85)-1","v":0.2378291632329752},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J58),COLUMN(J58),4)&\": \"&_xlfn.FORMULATEXT(J58),\"\")","v":"Cell J58: =GEOMEAN(1+E52:E85)-1"},null,null,null,null,null,1994,"1994-12-30",2.4118460000000002,0.51627967213073522,1.5162796721307352,2.4118460000000002,null,null,0.51627967213073522]
[null,1995,"1995-12-29",3.4624039999999998,0.43558253719350226,1.4355825371935023,3.4624039999999998,null,"If youhave Begin and End Amounts:",null,null,null,null,null,null,null,null,1995,"1995-12-29",3.4624039999999998,0.43558253719350226,1.4355825371935023,3.4624039999999998,null,null,0.43558253719350226]
[null,1996,"1996-12-31",6.5203680000000004,0.883190985222984,1.883190985222984,6.5203680000000004,null,"Geo Mean 3:",{"$f":"(D85/D51)^(1/J51)-1","v":0.2378291632329752},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J60),COLUMN(J60),4)&\": \"&_xlfn.FORMULATEXT(J60),\"\")","v":"Cell J60: =(D85/D51)^(1/J51)-1"},null,null,null,null,null,1996,"1996-12-31",6.5203680000000004,0.883190985222984,1.883190985222984,6.5203680000000004,null,null,0.883190985222984]
[null,1997,"1997-12-31",10.199790999999999,0.56429683109910345,1.5642968310991034,10.199790999999999,null,"Geo Mean 4:",{"$f":"_xlfn.RRI(J51,D51,D85)","v":0.2378291632329752},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J61),COLUMN(J61),4)&\": \"&_xlfn.FORMULATEXT(J61),\"\")","v":"Cell J61: =RRI(J51,D51,D85)"},null,null,null,null,null,1997,"1997-12-31",10.199790999999999,0.56429683109910345,1.5642968310991034,10.199790999999999,null,null,0.56429683109910345]
[null,1998,"1998-12-31",21.889106999999999,1.1460348550279118,2.1460348550279118,21.889106999999999,null,"Also:",{"$f":"POWER(PRODUCT(1+E52:E85),(1/J51))-1","v":0.2378291632329752},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J62),COLUMN(J62),4)&\": \"&_xlfn.FORMULATEXT(J62),\"\")","v":"Cell J62: =POWER(PRODUCT(1+E52:E85),(1/J51))-1"},null,null,null,null,null,1998,"1998-12-31",21.889106999999999,1.1460348550279118,2.1460348550279118,21.889106999999999,null,null,1.1460348550279118]
[null,1999,"1999-12-31",36.853408999999999,0.68364150259761636,1.6836415025976164,36.853408999999999,null,"Prove that it is average compounding rate per period:",null,null,null,null,null,null,null,null,1999,"1999-12-31",36.853408999999999,0.68364150259761636,1.6836415025976164,36.853408999999999,null,null,0.68364150259761636]
[null,2000,"2000-12-29",13.691784999999999,-0.62847982394247437,0.37152017605752563,13.691784999999999,null,"Get End from Begin",{"$f":"D51*(1+J57)^J51","v":336.3200069999998},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J64),COLUMN(J64),4)&\": \"&_xlfn.FORMULATEXT(J64),\"\")","v":"Cell J64: =D51*(1+J57)^J51"},null,null,null,null,null,2000,"2000-12-29",13.691784999999999,-0.62847982394247437,0.37152017605752563,13.691784999999999,null,null,-0.62847982394247437]
[null,2001,"2001-12-31",20.912528999999999,0.52737784006979371,1.5273778400697937,20.912528999999999,null,null,null,null,null,null,null,null,null,null,2001,"2001-12-31",20.912528999999999,0.52737784006979371,1.5273778400697937,20.912528999999999,null,null,0.52737784006979371]
[null,2002,"2002-12-31",16.319658,-0.21962293513137499,0.78037706486862501,16.319658,null,"NOT Mean XXX",{"$f":"AVERAGE(E52:E85)","v":0.30674140479532408},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J66),COLUMN(J66),4)&\": \"&_xlfn.FORMULATEXT(J66),\"\")","v":"Cell J66: =AVERAGE(E52:E85)"},null,null,null,null,null,2002,"2002-12-31",16.319658,-0.21962293513137499,0.78037706486862501,16.319658,null,null,-0.21962293513137499]
[null,2003,"2003-12-31",17.432082999999999,6.8164725020585459E-2,1.0681647250205855,17.432082999999999,null,"End too big!!!",{"$f":"D51*(1+J66)^J51","v":2121.9576985137824},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J67),COLUMN(J67),4)&\": \"&_xlfn.FORMULATEXT(J67),\"\")","v":"Cell J67: =D51*(1+J66)^J51"},null,null,null,null,null,2003,"2003-12-31",17.432082999999999,6.8164725020585459E-2,1.0681647250205855,17.432082999999999,null,null,6.8164725020585459E-2]
[null,2004,"2004-12-31",19.023309999999999,9.1281518106585358E-2,1.0912815181065854,19.023309999999999,null,null,null,null,null,null,null,null,null,null,2004,"2004-12-31",19.023309999999999,9.1281518106585358E-2,1.0912815181065854,19.023309999999999,null,null,9.1281518106585358E-2]
[null,2005,"2005-12-30",18.844830999999999,-9.3821211976253815E-3,0.99061787880237462,18.844830999999999,null,"2nd Example:",null,null,null,null,null,null,null,null,2005,"2005-12-30",18.844830999999999,-9.3821211976253815E-3,0.99061787880237462,18.844830999999999,null,null,-9.3821211976253815E-3]
[null,2006,"2006-12-29",21.829720999999999,0.1583930362654884,1.1583930362654884,21.829720999999999,null,"Investment","Year",null,null,null,null,null,null,null,2006,"2006-12-29",21.829720999999999,0.1583930362654884,1.1583930362654884,21.829720999999999,null,null,0.1583930362654884]
[null,2007,"2007-12-31",26.379683,0.20842969087877949,1.2084296908787795,26.379683,null,2500,1999,null,null,null,null,null,null,null,2007,"2007-12-31",26.379683,0.20842969087877949,1.2084296908787795,26.379683,null,null,0.20842969087877949]
[null,2008,"2008-12-31",14.670892,-0.44385639509011532,0.55614360490988468,14.670892000000002,null,{"$f":"I71*(1+0.067)^(J72-J71)","v":6613.1184265048369},2014,null,null,null,null,null,null,null,2008,"2008-12-31",14.670892,-0.44385639509011532,0.55614360490988468,14.670892000000002,null,null,-0.44385639509011532]
[null,2009,"2009-12-31",23.541965000000001,0.60467168594793019,1.6046716859479302,23.541965000000001,null,null,null,null,null,null,null,null,null,null,2009,"2009-12-31",23.541965000000001,0.60467168594793019,1.6046716859479302,23.541965000000001,null,null,0.60467168594793019]
[null,2010,"2010-12-31",22.005939000000001,-6.5246295285886324E-2,0.93475370471411368,22.005939000000001,null,"Average Compounding Rate",null,{"$f":"_xlfn.RRI(J72-J71,I71,I72)","v":6.6999999999999948E-2},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K74),COLUMN(K74),4)&\": \"&_xlfn.FORMULATEXT(K74),\"\")","v":"Cell K74: =RRI(J72-J71,I71,I72)"},null,null,null,null,null,2010,"2010-12-31",22.005939000000001,-6.5246295285886324E-2,0.93475370471411368,22.005939000000001,null,null,-6.5246295285886324E-2]
[null,2011,"2011-12-30",21.012219999999999,-4.5156855156237685E-2,0.95484314484376231,21.012219999999999,null,"Prove:",null,{"$f":"I71*(1+K74)^(J72-J71)","v":6613.1184265048369},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K75),COLUMN(K75),4)&\": \"&_xlfn.FORMULATEXT(K75),\"\")","v":"Cell K75: =I71*(1+K74)^(J72-J71)"},null,null,null,null,null,2011,"2011-12-30",21.012219999999999,-4.5156855156237685E-2,0.95484314484376231,21.012219999999999,null,null,-4.5156855156237685E-2]
[null,2012,"2012-12-31",22.230688000000001,5.7988541905614976E-2,1.057988541905615,22.230688000000001,null,null,null,null,null,null,null,null,null,null,2012,"2012-12-31",22.230688000000001,5.7988541905614976E-2,1.057988541905615,22.230688000000001,null,null,5.7988541905614976E-2]
[null,2013,"2013-12-31",32.078442000000003,0.44298017227357067,1.4429801722735707,32.078442000000003,null,"3rd Example:",null,null,null,null,null,null,null,null,2013,"2013-12-31",32.078442000000003,0.44298017227357067,1.4429801722735707,32.078442000000003,null,null,0.44298017227357067]
[null,2014,"2014-12-31",40.920738,0.27564605537887399,1.275646055378874,40.920738,null,"Population Growth from Previous Year","Year",null,null,null,null,null,null,null,2014,"2014-12-31",40.920738,0.27564605537887399,1.275646055378874,40.920738,null,null,0.27564605537887399]
[null,2015,"2015-12-31",50.206420999999999,0.22691875693932984,1.2269187569393298,50.206420999999999,null,0.01,2004,null,null,null,null,null,null,null,2015,"2015-12-31",50.206420999999999,0.22691875693932984,1.2269187569393298,50.206420999999999,null,null,0.22691875693932984]
[null,2016,"2016-12-30",57.776409000000001,0.15077728802855717,1.1507772880285572,57.776409000000001,null,5.0000000000000001E-3,2005,null,null,null,null,null,null,null,2016,"2016-12-30",57.776409000000001,0.15077728802855717,1.1507772880285572,57.776409000000001,null,null,0.15077728802855717]
[null,2017,"2017-12-29",81.309105000000002,0.40730631078162016,1.4073063107816202,81.309105000000002,null,0.02,2006,null,null,null,null,null,null,null,2017,"2017-12-29",81.309105000000002,0.40730631078162016,1.4073063107816202,81.309105000000002,null,null,0.40730631078162016]
[null,2018,"2018-12-31",98.217551999999998,0.20795268869335115,1.2079526886933512,98.217551999999998,null,2.5000000000000001E-2,2007,null,null,null,null,null,null,null,2018,"2018-12-31",98.217551999999998,0.20795268869335115,1.2079526886933512,98.217551999999998,null,null,0.20795268869335115]
[null,2019,"2019-12-31",154.74972500000001,0.5755811649632645,1.5755811649632645,154.74972500000001,null,null,null,null,null,null,null,null,null,null,2019,"2019-12-31",154.74972500000001,0.5755811649632645,1.5755811649632645,154.74972500000001,null,null,0.5755811649632645]
[null,2020,"2020-12-31",220.57110599999999,0.42534085924869958,1.4253408592486996,220.57110599999999,null,"Average Growth Rate",null,{"$f":"GEOMEAN(1+I79:I82)-1","v":1.4969211019458584E-2},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K84),COLUMN(K84),4)&\": \"&_xlfn.FORMULATEXT(K84),\"\")","v":"Cell K84: =GEOMEAN(1+I79:I82)-1"},null,null,null,null,2020,"2020-12-31",220.57110599999999,0.42534085924869958,1.4253408592486996,220.57110599999999,null,null,0.42534085924869958]
[null,2021,"2021-12-31",336.32000699999998,0.52476910099004526,1.5247691009900453,336.32000699999998,null,"Prove:",null,{"$f":"I88*(1+K84)^(J89-J88)","v":47885.035517550015},null,"Cell K85: =I88*(1+K84)^(J89-J88)",null,null,null,null,2021,"2021-12-31",336.32000699999998,0.52476910099004526,1.5247691009900453,336.32000699999998,null,null,0.52476910099004526]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,-1]
[null,null,null,null,"<\n<\n<",null,null,null,"Population","Year",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$error":"#DIV/0!"}]
[null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E52),COLUMN(E52),4)&\": \"&_xlfn.FORMULATEXT(E52),\"\")","v":"Cell E52: =D52/D51-1"},"<\n<\n<",null,null,45122,2003]
[null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F52),COLUMN(F52),4)&\": \"&_xlfn.FORMULATEXT(F52),\"\")","v":"Cell F52: =1+E52"},null,null,{"$f":"I88*(1+K84)^ROWS(J79:J82)","v":47885.035517550015},2007]
[null,null,null,null,null,null,"<\n<\n<"]
[null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G52),COLUMN(G52),4)&\": \"&_xlfn.FORMULATEXT(G52),\"\")","v":"Cell G52: =D51*(1+E52)"}]
[]
[null,null,null,null,null,null,null,null,"When Mean and Geo Mean are equal, all other times, Mean will be bigger than Geomean:"]
[]
[null,null,null,null,null,null,null,null,"% Change",null,"Mean","GeoMean"]
[null,null,null,null,null,null,null,null,0.02,null,{"$f":"AVERAGE(I96:I99)","v":0.02},{"$f":"GEOMEAN(I96:I99+1)-1","v":2.0000000000000018E-2}]
[null,null,null,null,null,null,null,null,0.02]
[null,null,null,null,null,null,null,null,0.02,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L96),COLUMN(L96),4)&\": \"&_xlfn.FORMULATEXT(L96),\"\")","v":"Cell L96: =GEOMEAN(I96:I99+1)-1"}]
[null,null,null,null,null,null,null,null,0.02,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(L96),COLUMN(L96),4)&\": \"&_xlfn.FORMULATEXT(L96),\"\")","v":"Cell L96: =GEOMEAN(I96:I99+1)-1"}]

{"sheet":"P","index":31,"n_rows":25,"n_cols":11,"rows_kept":25,"cut":false,"hidden":false,"merged":[]}
[]
[]
[]
[null,"No.","Name","Interview Exam Scores",null,"Number in Data Set",{"$f":"ROWS(D5:D25)","v":21},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G4),COLUMN(G4),4)&\": \"&_xlfn.FORMULATEXT(G4),\"\")","v":"Cell G4: =ROWS(D5:D25)"}]
[null,1,"Jo",31,null,"Percentile",0.75,null,""]
[null,2,"Don",47,null,"Percentile Marker",{"$f":"_xlfn.PERCENTILE.EXC(D5:D25,G5)","v":84.5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G6),COLUMN(G6),4)&\": \"&_xlfn.FORMULATEXT(G6),\"\")","v":"Cell G6: =PERCENTILE.EXC(D5:D25,G5)"}]
[null,3,"Bob",54,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G7),COLUMN(G7),4)&\": \"&_xlfn.FORMULATEXT(G7),\"\")","v":""}]
[null,4,"Minny",55,null,"Number in Data Set",{"$f":"ROWS(D9:D29)","v":21},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G8),COLUMN(G8),4)&\": \"&_xlfn.FORMULATEXT(G8),\"\")","v":"Cell G8: =ROWS(D9:D29)"}]
[null,5,"Gigi",57,null,"Quartile",3,null,"",null,{"$f":"IF(ISNUMBER(G7),\"        approx. \"&TEXT(1-G5,\"0.00%\")&\" of the values are above.\",\"\")","v":""}]
[null,6,"Lim",58,null,"Percentile Marker",{"$f":"_xlfn.QUARTILE.EXC(D5:D25,G9)","v":84.5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G10),COLUMN(G10),4)&\": \"&_xlfn.FORMULATEXT(G10),\"\")","v":"Cell G10: =QUARTILE.EXC(D5:D25,G9)"}]
[null,7,"Chris",60]
[null,8,"Shelia",61]
[null,9,"Dino",63]
[null,10,"Fran",67]
[null,11,"Homer",68]
[null,12,"Tina",69]
[null,13,"Sue",72]
[null,14,"Sioux",76]
[null,15,"Chin",78]
[null,16,"Luong",84]
[null,17,"Your Name",85,null,null,null,{"$f":"IF(ISNUMBER(G6),\"<<== \"&G6&\" marks the point at which\",\"\")","v":"<<== 84.5 marks the point at which"}]
[null,18,"Chantel",89,null,null,null,{"$f":"IF(ISNUMBER(G6),\"        approx. \"&TEXT(G5,\"0.00%\")&\" of the values are below  and\",\"\")","v":"        approx. 75.00% of the values are below  and"}]
[null,19,"Samuel",91,null,null,null,{"$f":"IF(ISNUMBER(G6),\"        approx. \"&TEXT(1-G5,\"0.00%\")&\" of the values are above.\",\"\")","v":"        approx. 25.00% of the values are above."}]
[null,20,"Mims",93]
[null,21,"Tyrone",95]

{"sheet":"PercentileQuartile","index":32,"n_rows":550,"n_cols":18,"rows_kept":550,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Percentiles/Quartiles"]
[null,"Marker that divides the sorted data set (ascending sort) and says what % are above and what % are below"]
[null,"1) Percentiles"]
[null,"Provides information about how the data are spread over an interval from smallest to largest value (ascending)"]
[null,"A number that divides the ascending sorted data set, or marks the point in the ascending sorted list where approximately X% of the numbers are below and"]
[null,"approximately 1-X% of the numbers are above the marking point. For example, on a recent exam a score of 78.75 marks the point in the ascending sorted data set,"]
[null,"where 75% of the scores were below that score ands 25% of the scores were above that score."]
[null,"Use Percentiles for quantitative data without a lot of duplicates"]
[null,"Note: There is NOT just one way to calculate percentiles. Percentile calculations are estimations, this is why we use the word \"approximate\" when we refer to percentiles"]
[null,"In Excel use:"]
[null,"PERCENTILE.EXC function. Function arguments: PERCENTILE.EXC(array,k) = PERCENTILE.EXC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list."]
[null,"The function uses formula: P%*(n+1) to get the position. If the k argument contains a 0% or 100% (min or max values), the function yields an error."]
[null,"The \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses."]
[null,"PERCENTILE.INC function. Function arguments: PERCENTILE.INC(array,k) = PERCENTILE.INC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list."]
[null,"The function uses formula: p*n+(1-p) to get the position. This function allows the k argument to contain a 0% or 100% to deliver the min or max values."]
[null,"The \"INC\" in the function name indicates that the function includes the min and max values. "]
[null,"For big data sets, these two function deliver similar results."]
[null,"2) Quartiles"]
[null,"Provides the three values that will divides the ascending sorted data set into four parts: first 25%, second 25%, third 25% and fourth 25%"]
[null,"In Excel use:"]
[null,"QUARTILE.EXC function. Function arguments: QUARTILE.EXC(array,quart) = QUARTILE.EXC(ArrayOfNumbers, 1or2or3).  The function uses formula: P%*(n+1) to get the position."]
[null,"The \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses."]
[null,"QUARTILE.INC function. Function arguments: QUARTILE.INC(array,quart) = QUARTILE.INC(ArrayOfNumbers, 0or1or2or3,or5).  The function uses formula: p*n+(1-p) to get the position."]
[null,"The \"INC\" in the function name indicates that the function includes the min and max values. To deliver the Five Number Summary, use the formula:"]
[null,"=QUARTILE.INC(ArrayOfNumbers, {1;2;3;4;5}) to display the numbers vertically, or =QUARTILE.INC(ArrayOfNumbers, {1,2,3,4,5}) to display the numbers horizontally."]
[null,"3) Percentile Rank"]
[null,"PERCENTRANK.EXC and PERCENTRANK.INC opposite of PERCENTILE.EXC and PERCENTILE.INC."]
[null,"Whereas PERCENTILE functions calculates the marker value when you give it a % Percentile Value, PERCENTRANK functions calculates % Percentile Value when you give it a value."]
[null,"4) Rank"]
[null,"Counting, 1st, 2nd, 3rd for \"Biggest to Smallest\" or \"Smallest to Biggest\""]
[null,"In Excel use the functions: RANK.AVG (ties get an average of the ranks) or RANK.EQ (ties all get the same rank)"]
[]
[]
[null,null,null,null,null,null,null,null,"Percentile:"]
["1) ","No.","Name","Interview Exam Scores",null,"Your Interview Exam Scores",85,null,"Marker that divides the sorted data set (ascending sort) and says:",null,null,null,null,null,"PERCENTILE.EXC Formula for position = P%*(n+1)"]
[null,1,"Jo",31,null,{"$f":"\"Above \"&TEXT(G37,\"0%\")&\" percentile gets interview\"","v":"Above 75% percentile gets interview"},0.75,null,"about what % are above and about what % are below that marker",null,null,null,null,null,"Position",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P37),COLUMN(P37),4)&\": \"&_xlfn.FORMULATEXT(P37),\"\")","v":""}]
[null,2,"Don",47,null,{"$f":"\"Number \"&D36","v":"Number Interview Exam Scores"},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G38),COLUMN(G38),4)&\": \"&_xlfn.FORMULATEXT(G38),\"\")","v":""},null,null,null,null,null,"Fractional distance through interval",null,null,""]
[null,3,"Bob",54,null,"Min Score to get interview",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G39),COLUMN(G39),4)&\": \"&_xlfn.FORMULATEXT(G39),\"\")","v":""},null,{"$f":"IF(ISNUMBER(G39),\"<<== \"&G39&\" marks the point at which approx. \",\"\")","v":""},null,null,null,"Percentile Marker",null,null,""]
[null,4,"Minny",55,null,"Min Score to get interview",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G40),COLUMN(G40),4)&\": \"&_xlfn.FORMULATEXT(G40),\"\")","v":""},null,{"$f":"IF(ISNUMBER(G39),\"        approx. \"&TEXT(G37,\"0.00%\")&\" of the values are below  and\",\"\")","v":""}]
[null,5,"Gigi",57,null,null,null,null,null,null,{"$f":"IF(ISNUMBER(G39),\"        approx. \"&TEXT(1-G37,\"0.00%\")&\" of the values are above.\",\"\")","v":""},null,null,null,"PERCENTILE.INC Formula for position = P%*n+(1-P%)",null,null,""]
[null,6,"Lim",58,null,"50% Marker",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G42),COLUMN(G42),4)&\": \"&_xlfn.FORMULATEXT(G42),\"\")","v":""},null,"half",null,null,null,"Position",null,null,""]
[null,7,"Chris",60,null,"50% Marker",null,null,"",null,0.5,null,null,null,"Fractional distance through interval",null,null,""]
[null,8,"Shelia",61,null,"50% Marker",null,null,"",null,0.5,null,null,null,"Percentile Marker",null,null,""]
[null,9,"Dino",63,null,"50% Marker",null,null,"",null,2]
[null,10,"Fran",67,null,"50% Marker",null,null,"",null,2]
[null,11,"Homer",68,null,null,null,null,""]
[null,12,"Tina",69,null,"If your score was:",90,null,""]
[null,13,"Sue",72,null,"What Percentile are you?",null,null,""]
[null,14,"Sioux",76,null,null,null,null,{"$f":"IF(_xlfn.ISFORMULA(G49),\"Approximately \"&TEXT(G49,\"0.00%\")&\" of scores below you and \"&TEXT(1-G49,\"0.00%\")&\" of the values above you.\",\"\")","v":""},null,null,null,null,null,"Functions used in Video:"]
[null,15,"Chin",78,null,"If your score was:",85,null,null,null,null,null,null,null,{"$f":"_xlfn.LET(_xlpm.r,I38:I68,_xlpm.c,REPLACE(_xlpm.r,1,SEARCH(\"=\",_xlpm.r),\"\"),_xlpm.f,_xlfn.UNIQUE(LEFT(_xlpm.c,SEARCH(\"(\",_xlpm.c)-1)),_xlfn.ARRAYTOTEXT(_xlfn._xlws.FILTER(_xlpm.f,NOT(ISERR(_xlpm.f)))))","v":{"$error":"#VALUE!"}}]
[null,16,"Luong",84,null,"What is your rank?",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G52),COLUMN(G52),4)&\": \"&_xlfn.FORMULATEXT(G52),\"\")","v":""},null,"* Averages if there is a tie"]
[null,17,"Your Name",85]
[null,18,"Chantel",89]
[null,19,"Samuel",91,null,"16/21"]
[null,20,"Mims",93,null,{"$f":"16/21","v":0.76190476190476186},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F56),COLUMN(F56),4)&\": \"&_xlfn.FORMULATEXT(F56),\"\")","v":"Cell F56: =16/21"}]
[null,21,"Tyrone",95]
[]
[]
[null,"No.","CPA Scores",null,"Five Number Summary:"]
[null,{"$f":"_xlfn.SEQUENCE(ROWS(C61:C550))","v":1},1]
[null,2,1,null,0,"Min",null,null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(G62),\"\")","v":""},null,null,{"$f":"G62&\" is min score\"","v":" is min score"}]
[null,3,2,null,1,"Quartile 1",null,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E69,\"0%\")&\" of scores are below \"&G63&\" and \"&TEXT(1-E69,\"0%\")&\" are above\"","v":"Approximately 25% of scores are below  and 75% are above"}]
[null,4,2,null,2,"Quartile 2",null,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E70,\"0%\")&\" of scores are below \"&G64&\" and \"&TEXT(1-E70,\"0%\")&\" are above\"","v":"Approximately 50% of scores are below  and 50% are above"}]
[null,5,2,null,3,"Quartile 3",null,null,null,null,null,"Approximately 75% of scores are below  and 25% are above"]
[null,6,2,null,4,"Max",null,null,null,null,null,{"$f":"G66&\" is max score\"","v":" is max score"}]
[null,7,2]
[null,8,3,null,0,"Min",null,null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(G68),\"\")","v":""},null,null,{"$f":"G68&\" is min score\"","v":" is min score"}]
[null,9,4,null,0.25,"Quartile 1",null,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E69,\"0%\")&\" of scores are below \"&G69&\" and \"&TEXT(1-E69,\"0%\")&\" are above\"","v":"Approximately 25% of scores are below  and 75% are above"}]
[null,10,4,null,0.5,"Quartile 2",null,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E70,\"0%\")&\" of scores are below \"&G70&\" and \"&TEXT(1-E70,\"0%\")&\" are above\"","v":"Approximately 50% of scores are below  and 50% are above"}]
[null,11,4,null,0.75,"Quartile 3",null,null,null,null,null,"Approximately 75% of scores are below  and 25% are above"]
[null,12,5,null,1,"Max",null,null,null,null,null,{"$f":"G72&\" is max score\"","v":" is max score"}]
[null,13,6]
[null,14,7,null,null,null,"Sales Example:"]
[null,15,7]
[null,16,8,null,null,null,"Quarter","Sales",null,"Q1, 2022 Sales",425129.7]
[null,17,8,null,null,null,"Q1, 2011",90835.13,null,{"$f":"\"Percentile \"&TEXT(K77,\"0%\")","v":"Percentile 90%"},0.9]
[null,18,9,null,null,null,"Q2, 2011",141533.87,null,"Count = n",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K78),COLUMN(K78),4)&\": \"&_xlfn.FORMULATEXT(K78),\"\")","v":""}]
[null,19,9,null,null,null,"Q3, 2011",301222.49,null,{"$f":"$J$77&\" marker\"","v":"Percentile 90% marker"},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K79),COLUMN(K79),4)&\": \"&_xlfn.FORMULATEXT(K79),\"\")","v":""}]
[null,20,9,null,null,null,"Q4, 2011",237230.4,null,"Rank",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K80),COLUMN(K80),4)&\": \"&_xlfn.FORMULATEXT(K80),\"\")","v":""}]
[null,21,9,null,null,null,"Q1, 2012",89577.65,null,"Percentile Rank",null,null,""]
[null,22,10,null,null,null,"Q2, 2012",136884.67000000001]
[null,23,10,null,null,null,"Q3, 2012",105032.38]
[null,24,10,null,null,null,"Q4, 2012",91630.83]
[null,25,10,null,null,null,"Q1, 2013",407175.71]
[null,26,10,null,null,null,"Q2, 2013",159178.19]
[null,27,10,null,null,null,"Q3, 2013",208595.5]
[null,28,11,null,null,null,"Q4, 2013",224116.76]
[null,29,11,null,null,null,"Q1, 2014",355171.91]
[null,30,12,null,null,null,"Q2, 2014",260661.49]
[null,31,12,null,null,null,"Q3, 2014",166200.07999999999]
[null,32,13,null,null,null,"Q4, 2014",77177.570000000007]
[null,33,13,null,null,null,"Q1, 2015",184731.27]
[null,34,13,null,null,null,"Q2, 2015",284803.71999999997]
[null,35,14,null,null,null,"Q3, 2015",149885.57]
[null,36,14,null,null,null,"Q4, 2015",242273.23]
[null,37,15,null,null,null,"Q1, 2016",378706.97]
[null,38,15,null,null,null,"Q2, 2016",288860.23]
[null,39,15,null,null,null,"Q3, 2016",279597.51]
[null,40,16,null,null,null,"Q4, 2016",269871.18]
[null,41,16,null,null,null,"Q1, 2018",420742.56]
[null,42,16,null,null,null,"Q2, 2018",250589.83]
[null,43,16,null,null,null,"Q3, 2018",333855.93]
[null,44,18,null,null,null,"Q4, 2018",446251.49]
[null,45,18,null,null,null,"Q1, 2019",476679.84]
[null,46,19,null,null,null,"Q2, 2019",421750.24]
[null,47,20,null,null,null,"Q3, 2019",475311.59]
[null,48,20,null,null,null,"Q4, 2019",534000.06999999995]
[null,49,20,null,null,null,"Q1, 2020",235992.52]
[null,50,20,null,null,null,"Q2, 2020",473107.35]
[null,51,23,null,null,null,"Q3, 2020",406045.01]
[null,52,23,null,null,null,"Q4, 2020",277033.7]
[null,53,23,null,null,null,"Q1, 2021",322143.2]
[null,54,24,null,null,null,"Q2, 2021",230332.75]
[null,55,25,null,null,null,"Q3, 2021",340663.63]
[null,56,26,null,null,null,"Q4, 2021",392459.03]
[null,57,26,null,null,null,"Q1, 2022",425129.7]
[null,58,26]
[null,59,27]
[null,60,27]
[null,61,27]
[null,62,27]
[null,63,28]
[null,64,28]
[null,65,29]
[null,66,29]
[null,67,29]
[null,68,30]
[null,69,31]
[null,70,31]
[null,71,32]
[null,72,32]
[null,73,32]
[null,74,33]
[null,75,33]
[null,76,33]
[null,77,34]
[null,78,35]
[null,79,35]
[null,80,36]
[null,81,36]
[null,82,36]
[null,83,36]
[null,84,36]
[null,85,36]
[null,86,36]
[null,87,36]
[null,88,36]
[null,89,36]
[null,90,37]
[null,91,37]
[null,92,37]
[null,93,37]
[null,94,37]
[null,95,37]
[null,96,38]
[null,97,38]
[null,98,38]
[null,99,38]
[null,100,38]
[null,101,38]
[null,102,38]
[null,103,38]
[null,104,39]
[null,105,39]
[null,106,39]
[null,107,39]
[null,108,40]
[null,109,40]
[null,110,41]
[null,111,41]
[null,112,41]
[null,113,41]
[null,114,41]
[null,115,41]
[null,116,41]
[null,117,42]
[null,118,43]
[null,119,43]
[null,120,43]
[null,121,43]
[null,122,43]
[null,123,43]
[null,124,43]
[null,125,44]
[null,126,44]
[null,127,44]
[null,128,44]
[null,129,44]
[null,130,45]
[null,131,45]
[null,132,45]
[null,133,45]
[null,134,45]
[null,135,45]
[null,136,45]
[null,137,46]
[null,138,46]
[null,139,47]
[null,140,47]
[null,141,47]
[null,142,48]
[null,143,48]
[null,144,48]
[null,145,48]
[null,146,48]
[null,147,48]
[null,148,48]
[null,149,49]
[null,150,49]
[null,151,49]
[null,152,50]
[null,153,50]
[null,154,50]
[null,155,50]
[null,156,51]
[null,157,51]
[null,158,51]
[null,159,51]
[null,160,51]
[null,161,51]
[null,162,51]
[null,163,52]
[null,164,52]
[null,165,52]
[null,166,52]
[null,167,52]
[null,168,54]
[null,169,54]
[null,170,55]
[null,171,56]
[null,172,56]
[null,173,56]
[null,174,56]
[null,175,56]
[null,176,56]
[null,177,57]
[null,178,57]
[null,179,57]
[null,180,57]
[null,181,57]
[null,182,58]
[null,183,58]
[null,184,58]
[null,185,58]
[null,186,58]
[null,187,59]
[null,188,59]
[null,189,59]
[null,190,59]
[null,191,59]
[null,192,59]
[null,193,60]
[null,194,60]
[null,195,60]
[null,196,60]
[null,197,60]
[null,198,61]
[null,199,61]
[null,200,61]
[null,201,61]
[null,202,61]
[null,203,61]
[null,204,62]
[null,205,62]
[null,206,62]
[null,207,62]
[null,208,62]
[null,209,62]
[null,210,63]
[null,211,63]
[null,212,63]
[null,213,63]
[null,214,63]
[null,215,63]
[null,216,63]
[null,217,63]
[null,218,64]
[null,219,64]
[null,220,64]
[null,221,64]
[null,222,64]
[null,223,64]
[null,224,65]
[null,225,65]
[null,226,65]
[null,227,65]
[null,228,65]
[null,229,65]
[null,230,65]
[null,231,65]
[null,232,65]
[null,233,65]
[null,234,65]
[null,235,65]
[null,236,66]
[null,237,66]
[null,238,66]
[null,239,66]
[null,240,66]
[null,241,66]
[null,242,66]
[null,243,66]
[null,244,67]
[null,245,67]
[null,246,67]
[null,247,67]
[null,248,67]
[null,249,67]
[null,250,68]
[null,251,68]
[null,252,68]
[null,253,68]
[null,254,68]
[null,255,68]
[null,256,68]
[null,257,68]
[null,258,68]
[null,259,68]
[null,260,69]
[null,261,69]
[null,262,69]
[null,263,69]
[null,264,69]
[null,265,69]
[null,266,69]
[null,267,69]
[null,268,69]
[null,269,69]
[null,270,69]
[null,271,69]
[null,272,69]
[null,273,70]
[null,274,70]
[null,275,70]
[null,276,70]
[null,277,70]
[null,278,70]
[null,279,70]
[null,280,70]
[null,281,70]
[null,282,70]
[null,283,70]
[null,284,70]
[null,285,71]
[null,286,71]
[null,287,71]
[null,288,71]
[null,289,71]
[null,290,71]
[null,291,71]
[null,292,71]
[null,293,71]
[null,294,71]
[null,295,71]
[null,296,71]
[null,297,71]
[null,298,71]
[null,299,71]
[null,300,71]
[null,301,71]
[null,302,72]
[null,303,72]
[null,304,72]
[null,305,72]
[null,306,72]
[null,307,72]
[null,308,72]
[null,309,72]
[null,310,72]
[null,311,72]
[null,312,72]
[null,313,72]
[null,314,72]
[null,315,72]
[null,316,72]
[null,317,72]
[null,318,72]
[null,319,73]
[null,320,73]
[null,321,73]
[null,322,73]
[null,323,73]
[null,324,73]
[null,325,73]
[null,326,73]
[null,327,73]
[null,328,73]
[null,329,73]
[null,330,73]
[null,331,73]
[null,332,73]
[null,333,73]
[null,334,73]
[null,335,73]
[null,336,73]
[null,337,74]
[null,338,74]
[null,339,74]
[null,340,74]
[null,341,74]
[null,342,74]
[null,343,74]
[null,344,74]
[null,345,74]
[null,346,74]
[null,347,74]
[null,348,74]
[null,349,74]
[null,350,75]
[null,351,75]
[null,352,75]
[null,353,75]
[null,354,75]
[null,355,75]
[null,356,75]
[null,357,75]
[null,358,75]
[null,359,75]
[null,360,75]
[null,361,75]
[null,362,75]
[null,363,75]
[null,364,76]
[null,365,76]
[null,366,76]
[null,367,76]
[null,368,76]
[null,369,76]
[null,370,76]
[null,371,76]
[null,372,76]
[null,373,76]
[null,374,77]
[null,375,77]
[null,376,77]
[null,377,77]
[null,378,77]
[null,379,77]
[null,380,77]
[null,381,77]
[null,382,77]
[null,383,77]
[null,384,77]
[null,385,78]
[null,386,78]
[null,387,78]
[null,388,78]
[null,389,78]
[null,390,78]
[null,391,78]
[null,392,78]
[null,393,78]
[null,394,78]
[null,395,78]
[null,396,78]
[null,397,79]
[null,398,79]
[null,399,79]
[null,400,79]
[null,401,79]
[null,402,79]
[null,403,79]
[null,404,79]
[null,405,79]
[null,406,80]
[null,407,80]
[null,408,80]
[null,409,80]
[null,410,80]
[null,411,80]
[null,412,81]
[null,413,81]
[null,414,81]
[null,415,81]
[null,416,81]
[null,417,81]
[null,418,81]
[null,419,81]
[null,420,81]
[null,421,82]
[null,422,82]
[null,423,82]
[null,424,82]
[null,425,82]
[null,426,82]
[null,427,82]
[null,428,82]
[null,429,82]
[null,430,82]
[null,431,83]
[null,432,83]
[null,433,83]
[null,434,83]
[null,435,83]
[null,436,83]
[null,437,84]
[null,438,84]
[null,439,85]
[null,440,85]
[null,441,85]
[null,442,86]
[null,443,86]
[null,444,86]
[null,445,86]
[null,446,86]
[null,447,86]
[null,448,86]
[null,449,86]
[null,450,86]
[null,451,87]
[null,452,87]
[null,453,87]
[null,454,87]
[null,455,87]
[null,456,87]
[null,457,87]
[null,458,87]
[null,459,88]
[null,460,88]
[null,461,88]
[null,462,88]
[null,463,88]
[null,464,88]
[null,465,89]
[null,466,89]
[null,467,89]
[null,468,89]
[null,469,90]
[null,470,91]
[null,471,91]
[null,472,91]
[null,473,92]
[null,474,92]
[null,475,92]
[null,476,93]
[null,477,93]
[null,478,93]
[null,479,93]
[null,480,94]
[null,481,94]
[null,482,94]
[null,483,94]
[null,484,96]
[null,485,96]
[null,486,96]
[null,487,97]
[null,488,97]
[null,489,99]
[null,490,100]

{"sheet":"PercentileQuartile (an)","index":33,"n_rows":550,"n_cols":18,"rows_kept":550,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Percentiles/Quartiles"]
[null,"Marker that divides the sorted data set (ascending sort) and says what % are above and what % are below"]
[null,"1) Percentiles"]
[null,"Provides information about how the data are spread over an interval from smallest to largest value (ascending)"]
[null,"A number that divides the ascending sorted data set, or marks the point in the ascending sorted list where approximately X% of the numbers are below and"]
[null,"approximately 1-X% of the numbers are above the marking point. For example, on a recent exam a score of 78.75 marks the point in the ascending sorted data set,"]
[null,"where 75% of the scores were below that score ands 25% of the scores were above that score."]
[null,"Use Percentiles for quantitative data without a lot of duplicates"]
[null,"Note: There is NOT just one way to calculate percentiles. Percentile calculations are estimations, this is why we use the word \"approximate\" when we refer to percentiles"]
[null,"In Excel use:"]
[null,"PERCENTILE.EXC function. Function arguments: PERCENTILE.EXC(array,k) = PERCENTILE.EXC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list."]
[null,"The function uses formula: P%*(n+1) to get the position. If the k argument contains a 0% or 100% (min or max values), the function yields an error."]
[null,"The \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses."]
[null,"PERCENTILE.INC function. Function arguments: PERCENTILE.INC(array,k) = PERCENTILE.INC(ArrayOfNumbers, %PercentileValue)  = Number that divides the ascending sorted list."]
[null,"The function uses formula: p*n+(1-p) to get the position. This function allows the k argument to contain a 0% or 100% to deliver the min or max values."]
[null,"The \"INC\" in the function name indicates that the function includes the min and max values. "]
[null,"For big data sets, these two function deliver similar results."]
[null,"2) Quartiles"]
[null,"Provides the three values that will divides the ascending sorted data set into four parts: first 25%, second 25%, third 25% and fourth 25%"]
[null,"In Excel use:"]
[null,"QUARTILE.EXC function. Function arguments: QUARTILE.EXC(array,quart) = QUARTILE.EXC(ArrayOfNumbers, 1or2or3).  The function uses formula: P%*(n+1) to get the position."]
[null,"The \"EXC\" in the function name indicates that the function excludes the min and max values. This is the function that the textbook uses."]
[null,"QUARTILE.INC function. Function arguments: QUARTILE.INC(array,quart) = QUARTILE.INC(ArrayOfNumbers, 0or1or2or3,or5).  The function uses formula: p*n+(1-p) to get the position."]
[null,"The \"INC\" in the function name indicates that the function includes the min and max values. To deliver the Five Number Summary, use the formula:"]
[null,"=QUARTILE.INC(ArrayOfNumbers, {1;2;3;4;5}) to display the numbers vertically, or =QUARTILE.INC(ArrayOfNumbers, {1,2,3,4,5}) to display the numbers horizontally."]
[null,"3) Percentile Rank"]
[null,"PERCENTRANK.EXC and PERCENTRANK.INC opposite of PERCENTILE.EXC and PERCENTILE.INC."]
[null,"Whereas PERCENTILE functions calculates the marker value when you give it a % Percentile Value, PERCENTRANK functions calculates % Percentile Value when you give it a value."]
[null,"4) Rank"]
[null,"Counting, 1st, 2nd, 3rd for \"Biggest to Smallest\" or \"Smallest to Biggest\""]
[null,"In Excel use the functions: RANK.AVG (ties get an average of the ranks) or RANK.EQ (ties all get the same rank)"]
[]
[]
[null,null,null,null,null,null,null,null,"Percentile:"]
["1) ","No.","Name","Interview Exam Scores",null,"Your Interview Exam Scores",85,null,"Marker that divides the sorted data set (ascending sort) and says:",null,null,null,null,null,"PERCENTILE.EXC Formula for position = P%*(n+1)"]
[null,1,"Jo",31,null,{"$f":"\"Above \"&TEXT(G37,\"0%\")&\" percentile gets interview\"","v":"Above 75% percentile gets interview"},0.75,null,"about what % are above and about what % are below that marker",null,null,null,null,null,"Position",{"$f":"G37*(G38+1)","v":16.5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(P37),COLUMN(P37),4)&\": \"&_xlfn.FORMULATEXT(P37),\"\")","v":"Cell P37: =G37*(G38+1)"}]
[null,2,"Don",47,null,{"$f":"\"Number \"&D36","v":"Number Interview Exam Scores"},{"$f":"ROWS(D37:D57)","v":21},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G38),COLUMN(G38),4)&\": \"&_xlfn.FORMULATEXT(G38),\"\")","v":"Cell G38: =ROWS(D37:D57)"},null,null,null,null,null,"Fractional distance through interval",{"$f":"P37-INT(P37)","v":0.5},null,"Cell P38: =P37-INT(P37)"]
[null,3,"Bob",54,null,"Min Score to get interview",{"$f":"_xlfn.PERCENTILE.EXC(D37:D57,G37)","v":84.5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G39),COLUMN(G39),4)&\": \"&_xlfn.FORMULATEXT(G39),\"\")","v":"Cell G39: =PERCENTILE.EXC(D37:D57,G37)"},null,{"$f":"IF(ISNUMBER(G39),\"<<== \"&G39&\" marks the point at which approx. \",\"\")","v":"<<== 84.5 marks the point at which approx. "},null,null,null,"Percentile Marker",{"$f":"D52+(D53-D52)*P38","v":84.5},null,"Cell P39: =D52+(D53-D52)*P38"]
[null,4,"Minny",55,null,"Min Score to get interview",{"$f":"_xlfn.PERCENTILE.INC(D37:D57,G37)","v":84},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G40),COLUMN(G40),4)&\": \"&_xlfn.FORMULATEXT(G40),\"\")","v":"Cell G40: =PERCENTILE.INC(D37:D57,G37)"},null,{"$f":"IF(ISNUMBER(G39),\"        approx. \"&TEXT(G37,\"0.00%\")&\" of the values are below  and\",\"\")","v":"        approx. 75.00% of the values are below  and"},null,null,null,"Percentile Marker (automatic)",{"$f":"_xlfn.XLOOKUP(P37,B37:B57,D37:D57,,-1)+(_xlfn.XLOOKUP(P37+1,B37:B57,D37:D57,,-1)-_xlfn.XLOOKUP(P37,B37:B57,D37:D57,,-1))*P38","v":84.5},null,"Cell P40: =XLOOKUP(P37,B37:B57,D37:D57,,-1)+(XLOOKUP(P37+1,B37:B57,D37:D57,,-1)-XLOOKUP(P37,B37:B57,D37:D57,,-1))*P38"]
[null,5,"Gigi",57,null,null,null,null,null,null,{"$f":"IF(ISNUMBER(G39),\"        approx. \"&TEXT(1-G37,\"0.00%\")&\" of the values are above.\",\"\")","v":"        approx. 25.00% of the values are above."},null,null,null,"PERCENTILE.INC Formula for position = P%*n+(1-P%)",null,null,""]
[null,6,"Lim",58,null,"50% Marker",{"$f":"MEDIAN(D37:D57)","v":68},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G42),COLUMN(G42),4)&\": \"&_xlfn.FORMULATEXT(G42),\"\")","v":"Cell G42: =MEDIAN(D37:D57)"},null,"half",null,null,null,"Position",{"$f":"G37*G38+(1-G37)","v":16},null,"Cell P42: =G37*G38+(1-G37)"]
[null,7,"Chris",60,null,"50% Marker",{"$f":"_xlfn.PERCENTILE.EXC(D37:D57,K43)","v":68},null,"Cell G43: =PERCENTILE.EXC(D37:D57,K43)",null,0.5,null,null,null,"Fractional distance through interval",{"$f":"P42-INT(P42)","v":0},null,"Cell P43: =P42-INT(P42)"]
[null,8,"Shelia",61,null,"50% Marker",{"$f":"_xlfn.PERCENTILE.INC(D37:D57,K44)","v":68},null,"Cell G44: =PERCENTILE.INC(D37:D57,K44)",null,0.5,null,null,null,"Percentile Marker",{"$f":"D52","v":84},null,"Cell P44: =D52"]
[null,9,"Dino",63,null,"50% Marker",{"$f":"_xlfn.QUARTILE.EXC(D37:D57,K45)","v":68},null,"Cell G45: =QUARTILE.EXC(D37:D57,K45)",null,2,null,null,null,"Percentile Marker (automatic)",{"$f":"_xlfn.XLOOKUP(P42,B42:B62,D42:D62,,-1)+(_xlfn.XLOOKUP(P42+1,B42:B62,D42:D62,,-1)-_xlfn.XLOOKUP(P42,B42:B62,D42:D62,,-1))*P43","v":84},null,"Cell P45: =XLOOKUP(P42,B42:B62,D42:D62,,-1)+(XLOOKUP(P42+1,B42:B62,D42:D62,,-1)-XLOOKUP(P42,B42:B62,D42:D62,,-1))*P43"]
[null,10,"Fran",67,null,"50% Marker",{"$f":"_xlfn.QUARTILE.INC(D37:D57,K46)","v":68},null,"Cell G46: =QUARTILE.INC(D37:D57,K46)",null,2]
[null,11,"Homer",68,null,null,null,null,""]
[null,12,"Tina",69,null,"If your score was:",90,null,""]
[null,13,"Sue",72,null,"What Percentile are you?",{"$f":"_xlfn.PERCENTRANK.INC(D37:D57,G48)","v":0.875},null,"Cell G49: =PERCENTRANK.INC(D37:D57,G48)"]
[null,14,"Sioux",76,null,null,null,null,{"$f":"IF(_xlfn.ISFORMULA(G49),\"Approximately \"&TEXT(G49,\"0.00%\")&\" of scores below you and \"&TEXT(1-G49,\"0.00%\")&\" of the values above you.\",\"\")","v":"Approximately 87.50% of scores below you and 12.50% of the values above you."},null,null,null,null,null,"Functions used in Video:"]
[null,15,"Chin",78,null,"If your score was:",85,null,null,null,null,null,null,null,{"$f":"_xlfn.LET(_xlpm.r,I38:I68,_xlpm.c,REPLACE(_xlpm.r,1,SEARCH(\"=\",_xlpm.r),\"\"),_xlpm.f,_xlfn.UNIQUE(LEFT(_xlpm.c,SEARCH(\"(\",_xlpm.c)-1)),_xlfn.ARRAYTOTEXT(_xlfn._xlws.FILTER(_xlpm.f,NOT(ISERR(_xlpm.f)))))","v":"ROWS, PERCENTILE.EXC, PERCENTILE.INC, MEDIAN, QUARTILE.EXC, QUARTILE.INC, PERCENTRANK.INC, RANK.AVG"}]
[null,16,"Luong",84,null,"What is your rank?",{"$f":"_xlfn.RANK.AVG(G51,D37:D57,0)","v":5},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G52),COLUMN(G52),4)&\": \"&_xlfn.FORMULATEXT(G52),\"\")","v":"Cell G52: =RANK.AVG(G51,D37:D57,0)"},null,"* Averages if there is a tie"]
[null,17,"Your Name",85]
[null,18,"Chantel",89]
[null,19,"Samuel",91,null,"16/21"]
[null,20,"Mims",93,null,{"$f":"16/21","v":0.76190476190476186},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F56),COLUMN(F56),4)&\": \"&_xlfn.FORMULATEXT(F56),\"\")","v":"Cell F56: =16/21"}]
[null,21,"Tyrone",95]
[]
[]
[null,"No.","CPA Scores",null,"Five Number Summary:"]
[null,{"$f":"_xlfn.SEQUENCE(ROWS(C61:C550))","v":1},1]
[null,2,1,null,0,"Min",{"$f":"_xlfn.QUARTILE.INC(C61:C550,E62:E66)","v":1},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(G62),\"\")","v":"=QUARTILE.INC(C61:C550,E62:E66)"},null,null,{"$f":"G62&\" is min score\"","v":"1 is min score"}]
[null,3,2,null,1,"Quartile 1",43,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E69,\"0%\")&\" of scores are below \"&G63&\" and \"&TEXT(1-E69,\"0%\")&\" are above\"","v":"Approximately 25% of scores are below 43 and 75% are above"}]
[null,4,2,null,2,"Quartile 2",67,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E70,\"0%\")&\" of scores are below \"&G64&\" and \"&TEXT(1-E70,\"0%\")&\" are above\"","v":"Approximately 50% of scores are below 67 and 50% are above"}]
[null,5,2,null,3,"Quartile 3",76,null,null,null,null,"Approximately 75% of scores are below 76 and 25% are above"]
[null,6,2,null,4,"Max",100,null,null,null,null,{"$f":"G66&\" is max score\"","v":"100 is max score"}]
[null,7,2]
[null,8,3,null,0,"Min",{"$f":"_xlfn.PERCENTILE.INC(C61:C550,E68:E72)","v":1},null,{"$f":"_xlfn.IFNA(_xlfn.FORMULATEXT(G68),\"\")","v":"=PERCENTILE.INC(C61:C550,E68:E72)"},null,null,{"$f":"G68&\" is min score\"","v":"1 is min score"}]
[null,9,4,null,0.25,"Quartile 1",43,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E69,\"0%\")&\" of scores are below \"&G69&\" and \"&TEXT(1-E69,\"0%\")&\" are above\"","v":"Approximately 25% of scores are below 43 and 75% are above"}]
[null,10,4,null,0.5,"Quartile 2",67,null,null,null,null,{"$f":"\"Approximately \"&TEXT(E70,\"0%\")&\" of scores are below \"&G70&\" and \"&TEXT(1-E70,\"0%\")&\" are above\"","v":"Approximately 50% of scores are below 67 and 50% are above"}]
[null,11,4,null,0.75,"Quartile 3",76,null,null,null,null,"Approximately 75% of scores are below 76 and 25% are above"]
[null,12,5,null,1,"Max",100,null,null,null,null,{"$f":"G72&\" is max score\"","v":"100 is max score"}]
[null,13,6]
[null,14,7,null,null,null,"Sales Example:"]
[null,15,7]
[null,16,8,null,null,null,"Quarter","Sales",null,"Q1, 2022 Sales",425129.7]
[null,17,8,null,null,null,"Q1, 2011",90835.13,null,{"$f":"\"Percentile \"&TEXT(K77,\"0%\")","v":"Percentile 90%"},0.9]
[null,18,9,null,null,null,"Q2, 2011",141533.87,null,"Count = n",{"$f":"ROWS(fSalesAnswer[Sales])","v":41},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K78),COLUMN(K78),4)&\": \"&_xlfn.FORMULATEXT(K78),\"\")","v":"Cell K78: =ROWS(fSalesAnswer[Sales])"}]
[null,19,9,null,null,null,"Q3, 2011",301222.49,null,{"$f":"$J$77&\" marker\"","v":"Percentile 90% marker"},{"$f":"_xlfn.PERCENTILE.INC(fSalesAnswer[Sales],K77)","v":446251.49},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K79),COLUMN(K79),4)&\": \"&_xlfn.FORMULATEXT(K79),\"\")","v":"Cell K79: =PERCENTILE.INC(fSalesAnswer[Sales],K77)"}]
[null,20,9,null,null,null,"Q4, 2011",237230.4,null,"Rank",{"$f":"_xlfn.RANK.AVG(K76,fSalesAnswer[Sales],0)","v":6},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(K80),COLUMN(K80),4)&\": \"&_xlfn.FORMULATEXT(K80),\"\")","v":"Cell K80: =RANK.AVG(K76,fSalesAnswer[Sales],0)"}]
[null,21,9,null,null,null,"Q1, 2012",89577.65,null,"Percentile Rank",{"$f":"_xlfn.PERCENTRANK.INC(fSalesAnswer[Sales],K76)","v":0.875},null,"Cell K81: =PERCENTRANK.INC(fSalesAnswer[Sales],K76)"]
[null,22,10,null,null,null,"Q2, 2012",136884.67000000001]
[null,23,10,null,null,null,"Q3, 2012",105032.38]
[null,24,10,null,null,null,"Q4, 2012",91630.83]
[null,25,10,null,null,null,"Q1, 2013",407175.71]
[null,26,10,null,null,null,"Q2, 2013",159178.19]
[null,27,10,null,null,null,"Q3, 2013",208595.5]
[null,28,11,null,null,null,"Q4, 2013",224116.76]
[null,29,11,null,null,null,"Q1, 2014",355171.91]
[null,30,12,null,null,null,"Q2, 2014",260661.49]
[null,31,12,null,null,null,"Q3, 2014",166200.07999999999]
[null,32,13,null,null,null,"Q4, 2014",77177.570000000007]
[null,33,13,null,null,null,"Q1, 2015",184731.27]
[null,34,13,null,null,null,"Q2, 2015",284803.71999999997]
[null,35,14,null,null,null,"Q3, 2015",149885.57]
[null,36,14,null,null,null,"Q4, 2015",242273.23]
[null,37,15,null,null,null,"Q1, 2016",378706.97]
[null,38,15,null,null,null,"Q2, 2016",288860.23]
[null,39,15,null,null,null,"Q3, 2016",279597.51]
[null,40,16,null,null,null,"Q4, 2016",269871.18]
[null,41,16,null,null,null,"Q1, 2018",420742.56]
[null,42,16,null,null,null,"Q2, 2018",250589.83]
[null,43,16,null,null,null,"Q3, 2018",333855.93]
[null,44,18,null,null,null,"Q4, 2018",446251.49]
[null,45,18,null,null,null,"Q1, 2019",476679.84]
[null,46,19,null,null,null,"Q2, 2019",421750.24]
[null,47,20,null,null,null,"Q3, 2019",475311.59]
[null,48,20,null,null,null,"Q4, 2019",534000.06999999995]
[null,49,20,null,null,null,"Q1, 2020",235992.52]
[null,50,20,null,null,null,"Q2, 2020",473107.35]
[null,51,23,null,null,null,"Q3, 2020",406045.01]
[null,52,23,null,null,null,"Q4, 2020",277033.7]
[null,53,23,null,null,null,"Q1, 2021",322143.2]
[null,54,24,null,null,null,"Q2, 2021",230332.75]
[null,55,25,null,null,null,"Q3, 2021",340663.63]
[null,56,26,null,null,null,"Q4, 2021",392459.03]
[null,57,26,null,null,null,"Q1, 2022",425129.7]
[null,58,26]
[null,59,27]
[null,60,27]
[null,61,27]
[null,62,27]
[null,63,28]
[null,64,28]
[null,65,29]
[null,66,29]
[null,67,29]
[null,68,30]
[null,69,31]
[null,70,31]
[null,71,32]
[null,72,32]
[null,73,32]
[null,74,33]
[null,75,33]
[null,76,33]
[null,77,34]
[null,78,35]
[null,79,35]
[null,80,36]
[null,81,36]
[null,82,36]
[null,83,36]
[null,84,36]
[null,85,36]
[null,86,36]
[null,87,36]
[null,88,36]
[null,89,36]
[null,90,37]
[null,91,37]
[null,92,37]
[null,93,37]
[null,94,37]
[null,95,37]
[null,96,38]
[null,97,38]
[null,98,38]
[null,99,38]
[null,100,38]
[null,101,38]
[null,102,38]
[null,103,38]
[null,104,39]
[null,105,39]
[null,106,39]
[null,107,39]
[null,108,40]
[null,109,40]
[null,110,41]
[null,111,41]
[null,112,41]
[null,113,41]
[null,114,41]
[null,115,41]
[null,116,41]
[null,117,42]
[null,118,43]
[null,119,43]
[null,120,43]
[null,121,43]
[null,122,43]
[null,123,43]
[null,124,43]
[null,125,44]
[null,126,44]
[null,127,44]
[null,128,44]
[null,129,44]
[null,130,45]
[null,131,45]
[null,132,45]
[null,133,45]
[null,134,45]
[null,135,45]
[null,136,45]
[null,137,46]
[null,138,46]
[null,139,47]
[null,140,47]
[null,141,47]
[null,142,48]
[null,143,48]
[null,144,48]
[null,145,48]
[null,146,48]
[null,147,48]
[null,148,48]
[null,149,49]
[null,150,49]
[null,151,49]
[null,152,50]
[null,153,50]
[null,154,50]
[null,155,50]
[null,156,51]
[null,157,51]
[null,158,51]
[null,159,51]
[null,160,51]
[null,161,51]
[null,162,51]
[null,163,52]
[null,164,52]
[null,165,52]
[null,166,52]
[null,167,52]
[null,168,54]
[null,169,54]
[null,170,55]
[null,171,56]
[null,172,56]
[null,173,56]
[null,174,56]
[null,175,56]
[null,176,56]
[null,177,57]
[null,178,57]
[null,179,57]
[null,180,57]
[null,181,57]
[null,182,58]
[null,183,58]
[null,184,58]
[null,185,58]
[null,186,58]
[null,187,59]
[null,188,59]
[null,189,59]
[null,190,59]
[null,191,59]
[null,192,59]
[null,193,60]
[null,194,60]
[null,195,60]
[null,196,60]
[null,197,60]
[null,198,61]
[null,199,61]
[null,200,61]
[null,201,61]
[null,202,61]
[null,203,61]
[null,204,62]
[null,205,62]
[null,206,62]
[null,207,62]
[null,208,62]
[null,209,62]
[null,210,63]
[null,211,63]
[null,212,63]
[null,213,63]
[null,214,63]
[null,215,63]
[null,216,63]
[null,217,63]
[null,218,64]
[null,219,64]
[null,220,64]
[null,221,64]
[null,222,64]
[null,223,64]
[null,224,65]
[null,225,65]
[null,226,65]
[null,227,65]
[null,228,65]
[null,229,65]
[null,230,65]
[null,231,65]
[null,232,65]
[null,233,65]
[null,234,65]
[null,235,65]
[null,236,66]
[null,237,66]
[null,238,66]
[null,239,66]
[null,240,66]
[null,241,66]
[null,242,66]
[null,243,66]
[null,244,67]
[null,245,67]
[null,246,67]
[null,247,67]
[null,248,67]
[null,249,67]
[null,250,68]
[null,251,68]
[null,252,68]
[null,253,68]
[null,254,68]
[null,255,68]
[null,256,68]
[null,257,68]
[null,258,68]
[null,259,68]
[null,260,69]
[null,261,69]
[null,262,69]
[null,263,69]
[null,264,69]
[null,265,69]
[null,266,69]
[null,267,69]
[null,268,69]
[null,269,69]
[null,270,69]
[null,271,69]
[null,272,69]
[null,273,70]
[null,274,70]
[null,275,70]
[null,276,70]
[null,277,70]
[null,278,70]
[null,279,70]
[null,280,70]
[null,281,70]
[null,282,70]
[null,283,70]
[null,284,70]
[null,285,71]
[null,286,71]
[null,287,71]
[null,288,71]
[null,289,71]
[null,290,71]
[null,291,71]
[null,292,71]
[null,293,71]
[null,294,71]
[null,295,71]
[null,296,71]
[null,297,71]
[null,298,71]
[null,299,71]
[null,300,71]
[null,301,71]
[null,302,72]
[null,303,72]
[null,304,72]
[null,305,72]
[null,306,72]
[null,307,72]
[null,308,72]
[null,309,72]
[null,310,72]
[null,311,72]
[null,312,72]
[null,313,72]
[null,314,72]
[null,315,72]
[null,316,72]
[null,317,72]
[null,318,72]
[null,319,73]
[null,320,73]
[null,321,73]
[null,322,73]
[null,323,73]
[null,324,73]
[null,325,73]
[null,326,73]
[null,327,73]
[null,328,73]
[null,329,73]
[null,330,73]
[null,331,73]
[null,332,73]
[null,333,73]
[null,334,73]
[null,335,73]
[null,336,73]
[null,337,74]
[null,338,74]
[null,339,74]
[null,340,74]
[null,341,74]
[null,342,74]
[null,343,74]
[null,344,74]
[null,345,74]
[null,346,74]
[null,347,74]
[null,348,74]
[null,349,74]
[null,350,75]
[null,351,75]
[null,352,75]
[null,353,75]
[null,354,75]
[null,355,75]
[null,356,75]
[null,357,75]
[null,358,75]
[null,359,75]
[null,360,75]
[null,361,75]
[null,362,75]
[null,363,75]
[null,364,76]
[null,365,76]
[null,366,76]
[null,367,76]
[null,368,76]
[null,369,76]
[null,370,76]
[null,371,76]
[null,372,76]
[null,373,76]
[null,374,77]
[null,375,77]
[null,376,77]
[null,377,77]
[null,378,77]
[null,379,77]
[null,380,77]
[null,381,77]
[null,382,77]
[null,383,77]
[null,384,77]
[null,385,78]
[null,386,78]
[null,387,78]
[null,388,78]
[null,389,78]
[null,390,78]
[null,391,78]
[null,392,78]
[null,393,78]
[null,394,78]
[null,395,78]
[null,396,78]
[null,397,79]
[null,398,79]
[null,399,79]
[null,400,79]
[null,401,79]
[null,402,79]
[null,403,79]
[null,404,79]
[null,405,79]
[null,406,80]
[null,407,80]
[null,408,80]
[null,409,80]
[null,410,80]
[null,411,80]
[null,412,81]
[null,413,81]
[null,414,81]
[null,415,81]
[null,416,81]
[null,417,81]
[null,418,81]
[null,419,81]
[null,420,81]
[null,421,82]
[null,422,82]
[null,423,82]
[null,424,82]
[null,425,82]
[null,426,82]
[null,427,82]
[null,428,82]
[null,429,82]
[null,430,82]
[null,431,83]
[null,432,83]
[null,433,83]
[null,434,83]
[null,435,83]
[null,436,83]
[null,437,84]
[null,438,84]
[null,439,85]
[null,440,85]
[null,441,85]
[null,442,86]
[null,443,86]
[null,444,86]
[null,445,86]
[null,446,86]
[null,447,86]
[null,448,86]
[null,449,86]
[null,450,86]
[null,451,87]
[null,452,87]
[null,453,87]
[null,454,87]
[null,455,87]
[null,456,87]
[null,457,87]
[null,458,87]
[null,459,88]
[null,460,88]
[null,461,88]
[null,462,88]
[null,463,88]
[null,464,88]
[null,465,89]
[null,466,89]
[null,467,89]
[null,468,89]
[null,469,90]
[null,470,91]
[null,471,91]
[null,472,91]
[null,473,92]
[null,474,92]
[null,475,92]
[null,476,93]
[null,477,93]
[null,478,93]
[null,479,93]
[null,480,94]
[null,481,94]
[null,482,94]
[null,483,94]
[null,484,96]
[null,485,96]
[null,486,96]
[null,487,97]
[null,488,97]
[null,489,99]
[null,490,100]

{"sheet":"V(1)","index":34,"n_rows":75,"n_cols":6,"rows_kept":75,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Which Mean More Fairly Represents Its Data Points?"]
[]
[null,"Month","Job #1: Hours Worked / Week","Job #2: Hours Worked / Week"]
[null,"2021-03-16",55,35]
[null,{"$f":"B5+7","v":"2021-03-23"},25,34]
[null,{"$f":"B6+7","v":"2021-03-30"},62,36]
[null,"2021-04-06",15,37]
[null,"2021-04-13",34,43]
[null,"2021-04-20",19,32]
[null,"2021-04-27",38,33]
[null,"2021-05-04",29,35]
[null,"2021-05-11",64,36]
[null,"2021-05-18",31,37]
[null,"2021-05-25",59,35]
[null,"2021-06-01",12,39]
[null,"2021-06-08",15,32]
[null,"2021-06-15",42,31]
[null,"2021-06-22",25,30]
[null,"Mean",{"$f":"AVERAGE(C5:C19)","v":35},{"$f":"AVERAGE(D5:D19)","v":35}]
[]
[null,null,{"$f":"ADDRESS(ROW(C20),COLUMN(C20),4)&\": \"&_xlfn.FORMULATEXT(C20)","v":"C20: =AVERAGE(C5:C19)"}]
[null,null,null,{"$f":"ADDRESS(ROW(D20),COLUMN(D20),4)&\": \"&_xlfn.FORMULATEXT(D20)","v":"D20: =AVERAGE(D5:D19)"}]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"X",{"$f":"C4","v":"Job #1: Hours Worked / Week"},null,"X",{"$f":"D4","v":"Job #2: Hours Worked / Week"}]
[null,{"$f":"C5","v":55},0.2,null,{"$f":"D5","v":35},0.7]
[null,25,0.2,null,34,0.7]
[null,62,0.2,null,36,0.7]
[null,15,0.2,null,37,0.7]
[null,34,0.2,null,43,0.7]
[null,19,0.2,null,32,0.7]
[null,38,0.2,null,33,0.7]
[null,29,0.2,null,35,0.7]
[null,64,0.2,null,36,0.7]
[null,31,0.2,null,37,0.7]
[null,59,0.2,null,35,0.7]
[null,12,0.2,null,39,0.7]
[null,15,0.2,null,32,0.7]
[null,42,0.2,null,31,0.7]
[null,25,0.2,null,30,0.7]
[]
[null,"X","Job #1 Mean Hours/Week",null,"X","Job #2 Mean Hours/Week"]
[null,{"$f":"C20","v":35},0.3,null,{"$f":"D20","v":35},0.8]
[]
[]
[]
[null,"Lower","Upper","Hour Bins","RF Job 1","RF Job 2"]
[null,10,{"$f":"B68+10","v":20},{"$f":"B68&\" up to \"&C68","v":"10 up to 20"},{"$f":"COUNTIFS(C$5:C$19,\">=\"&$B68,C$5:C$19,\"<\"&$C68)/$C$75","v":0.26666666666666666},0]
[null,{"$f":"C68","v":20},30,"20 up to 30",0.2,0]
[null,{"$f":"C69","v":30},40,"30 up to 40",0.2,0.93333333333333335]
[null,{"$f":"C70","v":40},50,"40 up to 50",6.6666666666666666E-2,6.6666666666666666E-2]
[null,{"$f":"C71","v":50},60,"50 up to 60",0.13333333333333333,0]
[null,{"$f":"C72","v":60},70,"60 up to 70",0.13333333333333333,0]
[]
[null,"Count",{"$f":"COUNT(B5:B19)","v":15}]

{"sheet":"V(2)","index":35,"n_rows":76,"n_cols":27,"rows_kept":76,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Where are gas prices more volatile?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Gas Prices Burien","Gas Prices Seattle"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"ROUND(CHOOSE(RANDBETWEEN(1,3),RANDBETWEEN(204,349),RANDBETWEEN(227,279),_xlfn.NORM.INV(RAND(),239,5))/100,2)","v":2.4},{"$f":"ROUND(CHOOSE(RANDBETWEEN(1,3),RANDBETWEEN(199,389),RANDBETWEEN(217,299),_xlfn.NORM.INV(RAND(),249,7))/100,2)","v":2.87}]
[null,"Sample","Burien Gas Price Data Points","Seattle Gas Price Data Points"]
[null,"Sample 1",3.01,3.86]
[null,"Sample 2",2.35,2.93]
[null,"Sample 3",2.4700000000000002,2.42]
[null,"Sample 4",2.48,1.99]
[null,"Sample 5",2.2799999999999998,2.5099999999999998]
[null,"Sample 6",2.6,2.6]
[null,"Sample 7",3.31,2.52]
[null,"Sample 8",2.37,2.48]
[null,"Sample 9",2.52,2.46]
[null,"Sample 10",2.5,2.44]
[null,"Sample 11",2.37,2.42]
[null,"Sample 12",3.01,3.56]
[null,"Sample 13",2.36,2.39]
[null,"Sample 14",2.4500000000000002,2.79]
[null,"Sample 15",2.38,2.58]
[null,"Xbar",{"$f":"ROUND(AVERAGE(C5:C19),2)","v":2.56},{"$f":"ROUND(AVERAGE(D5:D19),2)","v":2.66}]
[]
[null,null,{"$f":"ADDRESS(ROW(C20),COLUMN(C20),4)&\": \"&_xlfn.FORMULATEXT(C20)","v":"C20: =ROUND(AVERAGE(C5:C19),2)"}]
[null,null,null,{"$f":"ADDRESS(ROW(D20),COLUMN(D20),4)&\": \"&_xlfn.FORMULATEXT(D20)","v":"D20: =ROUND(AVERAGE(D5:D19),2)"}]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"X",{"$f":"C4","v":"Burien Gas Price Data Points"},null,"X",{"$f":"D4","v":"Seattle Gas Price Data Points"}]
[null,{"$f":"C5","v":3.01},0.2,null,{"$f":"D5","v":3.86},0.7]
[null,2.35,0.2,null,2.93,0.7]
[null,2.4700000000000002,0.2,null,2.42,0.7]
[null,2.48,0.2,null,1.99,0.7]
[null,2.2799999999999998,0.2,null,2.5099999999999998,0.7]
[null,2.6,0.2,null,2.6,0.7]
[null,3.31,0.2,null,2.52,0.7]
[null,2.37,0.2,null,2.48,0.7,null,null,null,{"$f":"SUBSTITUTE(C41,\"Data Points \",\"\")","v":"Burien Gas Price Data Points"}]
[null,2.52,0.2,null,2.46,0.7]
[null,2.5,0.2,null,2.44,0.7]
[null,2.37,0.2,null,2.42,0.7]
[null,3.01,0.2,null,3.56,0.7]
[null,2.36,0.2,null,2.39,0.7]
[null,2.4500000000000002,0.2,null,2.79,0.7]
[null,2.38,0.2,null,2.58,0.7]
[]
[null,"X",{"$f":"SUBSTITUTE(C41,\" Data Points\",\"\")&\" MEAN\"","v":"Burien Gas Price MEAN"},null,"X",{"$f":"SUBSTITUTE(F41,\" Data Points\",\"\")&\" MEAN\"","v":"Seattle Gas Price MEAN"}]
[null,{"$f":"C20","v":2.56},0.3,null,{"$f":"D20","v":2.66},0.8]
[]
[]
[]
[null,"Lower","Upper","Return Bins","RF Stock A","RF Stock B"]
[null,1.8,{"$f":"B64+0.2","v":2},{"$f":"TEXT(B64,\"$0.00\")&CHAR(10)&\"up to\"&CHAR(10)&TEXT(C64,\"$0.00\")","v":"$1.80\nup to\n$2.00"},{"$f":"COUNTIFS(C$5:C$19,\">=\"&$B64,C$5:C$19,\"<\"&$C64)/$C$76","v":0},6.6666666666666666E-2]
[null,{"$f":"C64","v":2},{"$f":"B65+0.2","v":2.2000000000000002},{"$f":"TEXT(B65,\"$0.00\")&CHAR(10)&\"up to\"&CHAR(10)&TEXT(C65,\"$0.00\")","v":"$2.00\nup to\n$2.20"},0,0]
[null,2.2000000000000002,2.4000000000000004,"$2.20\nup to\n$2.40",0.4,6.6666666666666666E-2]
[null,2.4000000000000004,2.6000000000000005,"$2.40\nup to\n$2.60",0.33333333333333331,0.53333333333333333]
[null,2.6000000000000005,2.8000000000000007,"$2.60\nup to\n$2.80",6.6666666666666666E-2,0.13333333333333333]
[null,2.8000000000000007,3.0000000000000009,"$2.80\nup to\n$3.00",0,6.6666666666666666E-2]
[null,3.0000000000000009,3.2000000000000011,"$3.00\nup to\n$3.20",0.13333333333333333,0]
[null,3.2000000000000011,3.4000000000000012,"$3.20\nup to\n$3.40",6.6666666666666666E-2,0]
[null,{"$f":"C71","v":3.4000000000000012},3.6000000000000014,"$3.40\nup to\n$3.60",0,6.6666666666666666E-2]
[null,{"$f":"C72","v":3.6000000000000014},3.8000000000000016,"$3.60\nup to\n$3.80",0,0]
[null,{"$f":"C73","v":3.8000000000000016},4.0000000000000018,"$3.80\nup to\n$4.00",0,6.6666666666666666E-2]
[]
[null,"Count",{"$f":"COUNTA(B5:B19)","v":15}]

{"sheet":"V(3)","index":36,"n_rows":86,"n_cols":6,"rows_kept":86,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Based on Average Days To Fill Order, which supplier is more reliable?"]
[]
[null,"Order #","Banderson's, Days to fill order","Plywood & Floor, Days to fill order"]
[null,"Order 1",4,10]
[null,"Order 2",6,11]
[null,"Order 3",12,9]
[null,"Order 4",11,9]
[null,"Order 5",13,10]
[null,"Order 6",16,8]
[null,"Order 7",5,9]
[null,"Order 8",8,10]
[null,"Order 9",9,10]
[null,"Order 10",6,9]
[null,"Order 11",8,8]
[null,"Order 12",6,9]
[null,"Order 13",12,6]
[null,"Order 14",6,8]
[null,"Order 15",13,9]
[null,"Mean",{"$f":"AVERAGE(C5:C19)","v":9},{"$f":"AVERAGE(D5:D19)","v":9}]
[]
[null,null,{"$f":"ADDRESS(ROW(C20),COLUMN(C20),4)&\": \"&_xlfn.FORMULATEXT(C20)","v":"C20: =AVERAGE(C5:C19)"}]
[null,null,null,{"$f":"ADDRESS(ROW(D20),COLUMN(D20),4)&\": \"&_xlfn.FORMULATEXT(D20)","v":"D20: =AVERAGE(D5:D19)"}]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"X",{"$f":"C4","v":"Banderson's, Days to fill order"},null,"X",{"$f":"D4","v":"Plywood & Floor, Days to fill order"}]
[null,{"$f":"C5","v":4},0.2,null,{"$f":"D5","v":10},0.7]
[null,6,0.2,null,11,0.7]
[null,12,0.2,null,9,0.7]
[null,11,0.2,null,9,0.7]
[null,13,0.2,null,10,0.7]
[null,16,0.2,null,8,0.7]
[null,5,0.2,null,9,0.7]
[null,8,0.2,null,10,0.7]
[null,9,0.2,null,10,0.7]
[null,6,0.2,null,9,0.7]
[null,8,0.2,null,8,0.7]
[null,6,0.2,null,9,0.7]
[null,12,0.2,null,6,0.7]
[null,6,0.2,null,8,0.7]
[null,13,0.2,null,9,0.7]
[]
[null,"X","Ave Days To Fill Order, Banderson's",null,"X","Ave Days To Fill Order, Plywood & Floor"]
[null,{"$f":"C20","v":9},0.3,null,{"$f":"D20","v":9},0.8]
[]
[]
[null,"Days","RF Banderson's","RF Plywood & Floor"]
[null,4,{"$f":"COUNTIFS(C$5:C$19,$B71)/$C$86","v":6.6666666666666666E-2},0]
[null,5,6.6666666666666666E-2,0]
[null,6,0.26666666666666666,6.6666666666666666E-2]
[null,7,0,0]
[null,8,0.13333333333333333,0.2]
[null,9,6.6666666666666666E-2,0.4]
[null,10,0,0.26666666666666666]
[null,11,6.6666666666666666E-2,6.6666666666666666E-2]
[null,12,0.13333333333333333,0]
[null,13,0.13333333333333333,0]
[null,14,0,0]
[null,15,0,0]
[null,16,6.6666666666666666E-2,0]
[null,"Total",{"$f":"SUM(C71:C83)","v":0.99999999999999989},{"$f":"SUM(D71:D83)","v":1}]
[]
[null,"Count",{"$f":"COUNTA(B5:B19)","v":15}]

{"sheet":"VariationFormulas","index":37,"n_rows":63,"n_cols":29,"rows_kept":63,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Variability"]
[null,"Variability answers the questions:"]
[null,"What is the dispersion in the data?"]
[null,"How spread out is the data?"]
[null,"1) Range"]
[null,"Range = Max value - Min value"]
[null,"The bigger the range, the more the variability or spread in the data"]
[null,"It is simple to calculate, but sensitive to extreme values"]
[null,"2) Interquartile Range"]
[null,"Interquartile Range = Quartile 3 - Quartile 1"]
[null,"The bigger the range, the more the variability or spread in the data"]
[null,"The Interquartile Range tells you the range for the middle 50% of the data. It overcomes the sensitivity to extreme values that range has"]
[null,"3) Deviation"]
[null,"Deviation = Particular X value - Mean"]
[null,"It tells you how far one datum is from the mean. \"How far above or below the mean is the particular value?\""]
[null,"For any data set, the sum of the deviations is always zero!!!!",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\""]
[null,"This is why mathematically, we either square (Variance or Standard Deviation) or take the absolute value (Mean Absolute Value)"]
[null,"4) Variance",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"µ"," =","Population Mean","\"Mew\""]
[null,"A Numerical Measure that says how much variability there is in the data points",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"s"," =","Sample Standard Deviation","\"s\""]
[null,"Variance uses all the data points, not just some like Range and Interquartile Range",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"s"," =","Sample Standard Deviation","\"sigma\""]
[null,"Variance has squared units, which makes interpreting it difficult. Standard Deviation undoes the squared units and is thus easier to interpret and is more commonly used",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\""]
[null,"Math Formulas below ê",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"∑"," =","Greek Letter used for \"adding\"","\"Sigma\""]
[null,"In Excel use: VAR.P function for population data and VAR.S for sample data",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"n"," =","Count of sample items","\"n\""]
[null,"5) Standard Deviation",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"N"," =","Count of population items","\"n\""]
[null,"Standard Deviation uses all the data points, not just some like Range and Interquartile Range"]
[null,"Standard Deviation does not have squared units (like Variance) and is thus easier to interpret; the standard deviation has the same units as the data.",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"These two not required for this class:"]
[null,"Population Standard Deviation = \"little sigma\" = s ; Sample Standard Deviation = s",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Alternative for variability measure called Mean Absolute Error"]
[null,"The sample standard deviation is a point estimator of the population standard deviation"]
[null,"Interpretation of Standard Deviation:"]
[null,"A numerical measure that says how much variability there is in the data points"]
[null,"Standard Deviation is like an average of the deviations"]
[null,"* Standard Deviation tells us how fairly the mean represents its data points (key concept is statistics)",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Alternative to calculate Sample SD"]
[null,"* Standard Deviation tells us how clustered the data points are around the mean (key concept is statistics)"]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[null,"Math Formulas below ê"]
[null,"In Excel use: STDEV.P function for population data and STDEV.S for sample data"]
[null,"6) Coefficient of Variation"]
[null,"Math Formula = (Standard Deviation)/Mean = Coefficient of Variation"]
[null,"Coefficient of Variation converts Standard Deviation to Standard Deviation per unit of Mean so you can compare:"]
[null,"1) Data in different units."]
[null,"     or"]
[null,"2) Data in the same units, but the means are far apart."]
[null,"Coefficient of Variation answers the question: \"For every one unit of mean, what is the Standard Deviation?\""]
[null,"In Finance you see the inverse formula = (Average Return)/(Standard Deviation) = Return for 1 unit of risk"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"These two not required for this class:",null,null,null,null,null,null,null,null,null,"Xbar"," =","\"Xbar\"","Sample Mean"]
[null,"Alternative for variability measure called Mean Absolute Error"]
[null,null,null,null,null,null,null,null,null,null,null,"µ"," =","\"Mew\"","Population Mean"]
[null,null,null,null,null,null,null,null,null,null,null,"s"," =","\"s\"","Sample Standard Deviation"]
[null,null,null,null,null,null,null,null,null,null,null,"s"," =","\"sigma\"","Sample Standard Deviation"]
[null,null,null,null,null,null,null,null,null,null,null,"xi"," =","\"x sub i\"","Particular Value"]
[null,"Alternative to calculate Sample SD",null,null,null,null,null,null,null,null,null,"∑"," =","\"Sigma\"","Greek Letter used for \"adding\""]
[null,null,null,null,null,null,null,null,null,null,null,"n"," =","\"n\"","Count of sample items"]
[null,null,null,null,null,null,null,null,null,null,null,"N"," =","\"n\"","Count of population items"]

{"sheet":"V(4)","index":38,"n_rows":35,"n_cols":11,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Number of Days to Fill Order for Custom Birch Plywood for boomerang manufacturer"]
[null,null,"Banderson's","Plywood & Floor",null,null,null,null,"Days to Fill Order",{"$f":"\"Count for \"&C2","v":"Count for "},{"$f":"\"Count for \"&D2","v":"Count for "}]
[null,null,4,10,null,null,null,null,{"$f":"_xlfn.LET(_xlpm.max,MAX(C4:D18),_xlpm.min,MIN(C4:D18),_xlfn.SEQUENCE(_xlpm.max-_xlpm.min+1,,_xlpm.min))","v":4},{"$f":"COUNTIFS(C4:C18,_xlfn.ANCHORARRAY($I$4))","v":1},{"$f":"-COUNTIFS(D4:D18,_xlfn.ANCHORARRAY($I$4))","v":0}]
[null,null,6,11,null,null,null,null,5,1,0]
[null,null,12,9,null,null,null,null,6,4,-1]
[null,null,11,9,null,null,null,null,7,0,0]
[null,null,13,10,null,null,null,null,8,2,-3]
[null,null,16,8,null,null,null,null,9,1,-6]
[null,null,5,9,null,null,null,null,10,0,-4]
[null,null,8,10,null,null,null,null,11,1,-1]
[null,null,9,10,null,null,null,null,12,2,0]
[null,null,6,9,null,null,null,null,13,2,0]
[null,null,8,8,null,null,null,null,14,0,0]
[null,null,6,9,null,null,null,null,15,0,0]
[null,null,12,6,null,null,null,null,16,1,0]
[null,null,6,8]
[null,null,13,9]
[null,"Based on Average Days to Fill Order, which Supplier do you prefer? It is hard to know, without looking at the variability of past delivery times."]
[null,"Xbar = Mean",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D20),COLUMN(D20),4)&\": \"&_xlfn.FORMULATEXT(D20),\"\")","v":""}]
[null,"Range = Max - Min. Simple to calculate. It is very sensitive to the smallest and largest data values (extreme values)."]
[null,"Min",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D22),COLUMN(D22),4)&\": \"&_xlfn.FORMULATEXT(D22),\"\")","v":""}]
[null,"Max",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D23),COLUMN(D23),4)&\": \"&_xlfn.FORMULATEXT(D23),\"\")","v":""}]
[null,"Range",null,null,null,null,""]
[null,"Interquartile Range = Quartile 3 - Quartile 1. The range for the middle 50% of the data. It overcomes the sensitivity to extreme data values."]
[1,"Quartile 1",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D26),COLUMN(D26),4)&\": \"&_xlfn.FORMULATEXT(D26),\"\")","v":""}]
[3,"Quartile 3",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D27),COLUMN(D27),4)&\": \"&_xlfn.FORMULATEXT(D27),\"\")","v":""}]
[null,"Interquartile Range",null,null,null,null,""]
[null,"Standard deviation. A numerical measure that says how much variability/dispersion there is in the data in relation to the mean."]
[null,"Standard Deviation is like an average of the deviations, that tells you how fairly the mean represents its data points and how clustered the data points are around the mean"]
[null,"Sample Standard Deviation = s",null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D31),COLUMN(D31),4)&\": \"&_xlfn.FORMULATEXT(D31),\"\")","v":""}]
[null,"Although they both deliver in an average of 9 days, Banderson's has a standard deviation of"]
[null,"about 3.5 days and Plywood and Floor has a standard deviation of about 1.2 days."]
[null,"For planning business activities, a smaller standard Deviation (average deviation) is more helpful and reliable."]
[null,"A smaller standard deviation indicates that there is less variation in the number of days it will take to deliver the custom birch plywood."]

{"sheet":"V(4an)","index":39,"n_rows":35,"n_cols":11,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Number of Days to Fill Order for Custom Birch Plywood for boomerang manufacturer"]
[null,null,"Banderson's","Plywood & Floor",null,null,null,null,"Days to Fill Order",{"$f":"\"Count for \"&C2","v":"Count for "},{"$f":"\"Count for \"&D2","v":"Count for "}]
[null,null,4,10,null,null,null,null,{"$f":"_xlfn.LET(_xlpm.max,MAX(C4:D18),_xlpm.min,MIN(C4:D18),_xlfn.SEQUENCE(_xlpm.max-_xlpm.min+1,,_xlpm.min))","v":4},{"$f":"COUNTIFS(C4:C18,_xlfn.ANCHORARRAY($I$4))","v":1},{"$f":"-COUNTIFS(D4:D18,_xlfn.ANCHORARRAY($I$4))","v":0}]
[null,null,6,11,null,null,null,null,5,1,0]
[null,null,12,9,null,null,null,null,6,4,-1]
[null,null,11,9,null,null,null,null,7,0,0]
[null,null,13,10,null,null,null,null,8,2,-3]
[null,null,16,8,null,null,null,null,9,1,-6]
[null,null,5,9,null,null,null,null,10,0,-4]
[null,null,8,10,null,null,null,null,11,1,-1]
[null,null,9,10,null,null,null,null,12,2,0]
[null,null,6,9,null,null,null,null,13,2,0]
[null,null,8,8,null,null,null,null,14,0,0]
[null,null,6,9,null,null,null,null,15,0,0]
[null,null,12,6,null,null,null,null,16,1,0]
[null,null,6,8]
[null,null,13,9]
[null,"Based on Average Days to Fill Order, which Supplier do you prefer? It is hard to know, without looking at the variability of past delivery times."]
[null,"Xbar = Mean",{"$f":"AVERAGE(C4:C18)","v":9},{"$f":"AVERAGE(D4:D18)","v":9},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D20),COLUMN(D20),4)&\": \"&_xlfn.FORMULATEXT(D20),\"\")","v":"Cell D20: =AVERAGE(D4:D18)"}]
[null,"Range = Max - Min. Simple to calculate. It is very sensitive to the smallest and largest data values (extreme values)."]
[null,"Min",{"$f":"MIN(C4:C18)","v":4},{"$f":"MIN(D4:D18)","v":6},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D22),COLUMN(D22),4)&\": \"&_xlfn.FORMULATEXT(D22),\"\")","v":"Cell D22: =MIN(D4:D18)"}]
[null,"Max",{"$f":"MAX(C4:C18)","v":16},{"$f":"MAX(D4:D18)","v":11},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D23),COLUMN(D23),4)&\": \"&_xlfn.FORMULATEXT(D23),\"\")","v":"Cell D23: =MAX(D4:D18)"}]
[null,"Range",{"$f":"C23-C22","v":12},{"$f":"D23-D22","v":5},null,null,"Cell D24: =D23-D22"]
[null,"Interquartile Range = Quartile 3 - Quartile 1. The range for the middle 50% of the data. It overcomes the sensitivity to extreme data values."]
[1,"Quartile 1",{"$f":"_xlfn.QUARTILE.INC(C4:C18,$A$26:$A$27)","v":6},{"$f":"_xlfn.QUARTILE.INC(D4:D18,$A$26:$A$27)","v":8.5},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D26),COLUMN(D26),4)&\": \"&_xlfn.FORMULATEXT(D26),\"\")","v":"Cell D26: =QUARTILE.INC(D4:D18,$A$26:$A$27)"}]
[3,"Quartile 3",12,10,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D27),COLUMN(D27),4)&\": \"&_xlfn.FORMULATEXT(D27),\"\")","v":""}]
[null,"Interquartile Range",{"$f":"C27-C26","v":6},{"$f":"D27-D26","v":1.5},null,null,"Cell D28: =D27-D26"]
[null,"Standard deviation. A numerical measure that says how much variability/dispersion there is in the data in relation to the mean."]
[null,"Standard Deviation is like an average of the deviations, that tells you how fairly the mean represents its data points and how clustered the data points are around the mean"]
[null,"Sample Standard Deviation = s",{"$f":"_xlfn.STDEV.S(C4:C18)","v":3.6055512754639891},{"$f":"_xlfn.STDEV.S(D4:D18)","v":1.1952286093343936},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D31),COLUMN(D31),4)&\": \"&_xlfn.FORMULATEXT(D31),\"\")","v":"Cell D31: =STDEV.S(D4:D18)"}]
[null,"Although they both deliver in an average of 9 days, Banderson's has a standard deviation of"]
[null,"about 3.5 days and Plywood and Floor has a standard deviation of about 1.2 days."]
[null,"For planning business activities, a smaller standard Deviation (average deviation) is more helpful and reliable."]
[null,"A smaller standard deviation indicates that there is less variation in the number of days it will take to deliver the custom birch plywood."]

{"sheet":"V(5)","index":40,"n_rows":175,"n_cols":15,"rows_kept":175,"cut":false,"hidden":false,"merged":[]}
[]
[null,"3) Deviation"]
[null,"Deviation = Particular X value - Mean"]
[null,"It tells you how far one datum is from the mean. \"How far above or below the mean is the particular value?\""]
[null,"For any data set, the sum of the deviations is always zero!!!!"]
[null,"4) Variance"]
[null,"A Numerical Measure that says how much variability there is in the data points"]
[null,"Variance has squared units, which makes interpreting it difficult. Standard Deviation undoes the squared units and is thus easier to interpret and is more commonly used"]
[null,"5) Standard Deviation"]
[null,"Standard Deviation does not have squared units (like Variance) and is thus easier to interpret; the standard deviation has the same units as the data."]
[null,"The sample standard deviation is a point estimator of the population standard deviation"]
[null,"Interpretation of Standard Deviation:"]
[null,"A numerical measure that says how much variability/dispersion there is in the data in relation to the mean"]
[null,"Standard Deviation is like an average of the deviations"]
[null,"Standard Deviation tells us how fairly the mean represents its data points"]
[null,"Standard Deviation tells us how clustered the data points are around the mean"]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[]
[null,"Count",null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F19),COLUMN(F19),4)&\": \"&_xlfn.FORMULATEXT(F19),\"\")","v":""}]
[null,"Count -1",null,null,null,null,"Sample data divided by just the count underestimates",null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F20),COLUMN(F20),4)&\": \"&_xlfn.FORMULATEXT(F20),\"\")","v":""}]
[null,"Mean = Xbar",null,null,null,null,"What minus one does: 10/5 = 2, but 10/(5-1) = 2.5",null,null,null,null,null,null,null,""]
[null,"Order #","Days to fill order Banderson's, xi","Deviation\nXi - Xbar","Deviation ^2\n(Xi - Xbar)^2","Days to fill order Plywood & Floor","Deviation\nXi - Xbar","Deviation ^2\n(Xi - Xbar)^2"]
[null,"Order 1",4,null,null,10,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G23),COLUMN(G23),4)&\": \"&_xlfn.FORMULATEXT(G23),\"\")","v":""}]
[null,"Order 2",6,null,null,11,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H23),COLUMN(H23),4)&\": \"&_xlfn.FORMULATEXT(H23),\"\")","v":""}]
[null,"Order 3",12,null,null,9]
[null,"Order 4",11,null,null,9]
[null,"Order 5",13,null,null,10]
[null,"Order 6",16,null,null,8,null,null,null,null,null,null,null,null,"In statistics, the number of degrees of freedom is the"]
[null,"Order 7",5,null,null,9,null,null,null,null,null,null,null,null,"number of values in the final calculation of a statistic that are"]
[null,"Order 8",8,null,null,10,null,null,null,null,null,null,null,null,"free to vary."]
[null,"Order 9",9,null,null,10,null,null,null,null,null,null,null,null,"https://en.wikipedia.org/wiki/Degrees_of_freedom_(statistics)"]
[null,"Order 10",6,null,null,9]
[null,"Order 11",8,null,null,8]
[null,"Order 12",6,null,null,9]
[null,"Order 13",12,null,null,6]
[null,"Order 14",6,null,null,8]
[null,"Order 15",13,null,null,9]
[null,null,"Total"]
[null,"Sum Deviations ALWAYS = 0!"]
[null,"Why we have to square!!!"]
[null,null,"Sample Variance = s2",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E41),COLUMN(E41),4)&\": \"&_xlfn.FORMULATEXT(E41),\"\")","v":""},null,null,"Units are squared",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H41),COLUMN(H41),4)&\": \"&_xlfn.FORMULATEXT(H41),\"\")","v":""}]
[null,null,"Sample Variance = s2",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E42),COLUMN(E42),4)&\": \"&_xlfn.FORMULATEXT(E42),\"\")","v":""},null,null,"VAR.S (Variance for Sample)",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H42),COLUMN(H42),4)&\": \"&_xlfn.FORMULATEXT(H42),\"\")","v":""}]
[null,null,"Sample Standard Deviation = s",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E43),COLUMN(E43),4)&\": \"&_xlfn.FORMULATEXT(E43),\"\")","v":""},null,null,"Square root to get back to same unit",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H43),COLUMN(H43),4)&\": \"&_xlfn.FORMULATEXT(H43),\"\")","v":""}]
[null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E44),COLUMN(E44),4)&\": \"&_xlfn.FORMULATEXT(E44),\"\")","v":""},null,null,"STDEV.S (Standard Deviation for Sample)",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H44),COLUMN(H44),4)&\": \"&_xlfn.FORMULATEXT(H44),\"\")","v":""}]
[null,null,null,null,null,null,null,null,"The sample SD, s, is a point estimator  of the population SD, sigma σ"]
[null,null,null,null,null,null,null,null,"Which mean more fairly represents its data points?"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"ALTERNATIVE TO CALCULATE Sample SD"]
[]
[]
[]
[]
[]
[null,"Count",{"$f":"COUNT(C81:C95)","v":15},null,null,{"$f":"COUNT(F81:F95)","v":15}]
[null,"Count -1",{"$f":"C77-1","v":14},null,null,{"$f":"F77-1","v":14}]
[null,"Mean = Xbar",{"$f":"AVERAGE(C81:C95)","v":9},null,null,{"$f":"AVERAGE(F81:F95)","v":9}]
[null,"Order #","Days to fill order Banderson's, xi","xi^2",null,"Days to fill order Plywood & Floor","xi^2"]
[null,"Order 1",4,{"$f":"C81^2","v":16},null,10,{"$f":"F81^2","v":100}]
[null,"Order 2",6,36,null,11,121]
[null,"Order 3",12,144,null,9,81]
[null,"Order 4",11,121,null,9,81]
[null,"Order 5",13,169,null,10,100]
[null,"Order 6",16,256,null,8,64]
[null,"Order 7",5,25,null,9,81]
[null,"Order 8",8,64,null,10,100]
[null,"Order 9",9,81,null,10,100]
[null,"Order 10",6,36,null,9,81]
[null,"Order 11",8,64,null,8,64]
[null,"Order 12",6,36,null,9,81]
[null,"Order 13",12,144,null,6,36]
[null,"Order 14",6,36,null,8,64]
[null,"Order 15",13,169,null,9,81]
[]
[null,null,"Total",{"$f":"SUM(D81:D95)","v":1397},null,"Total",{"$f":"SUM(G81:G95)","v":1235}]
[null,null,"s",{"$f":"SQRT((D97-C77*C79^2)/C78)","v":3.6055512754639891},null,"s",{"$f":"SQRT((G97-F77*F79^2)/F78)","v":1.1952286093343936}]
[]
[]
[null,"Alternative for variability measure called Mean Absolute Error"]
[]
[]
[]
[]
[null,"Count",{"$f":"COUNT(C109:C123)","v":15},null,null,{"$f":"COUNT(F109:F123)","v":15}]
[null,"Mean = Xbar",{"$f":"AVERAGE(C109:C123)","v":9},null,null,{"$f":"AVERAGE(F109:F123)","v":9}]
[null,"Order #","Days to fill order Banderson's, xi","ABS(Xi - Xbar)",null,"Days to fill order Plywood & Floor","ABS(Xi - Xbar)"]
[null,"Order 1",4,{"$f":"ABS(C109-C$107)","v":5},null,10,{"$f":"ABS(F109-F$107)","v":1}]
[null,"Order 2",6,3,null,11,2]
[null,"Order 3",12,3,null,9,0]
[null,"Order 4",11,2,null,9,0]
[null,"Order 5",13,4,null,10,1]
[null,"Order 6",16,7,null,8,1]
[null,"Order 7",5,4,null,9,0]
[null,"Order 8",8,1,null,10,1]
[null,"Order 9",9,0,null,10,1]
[null,"Order 10",6,3,null,9,0]
[null,"Order 11",8,1,null,8,1]
[null,"Order 12",6,3,null,9,0]
[null,"Order 13",12,3,null,6,3]
[null,"Order 14",6,3,null,8,1]
[null,"Order 15",13,4,null,9,0]
[]
[null,null,"Total",{"$f":"SUM(D109:D123)","v":46},null,"Total",{"$f":"SUM(G109:G123)","v":12}]
[null,null,"s",{"$f":"D125/C106","v":3.0666666666666669},null,"s",{"$f":"G125/F106","v":0.8}]
[null,null,null,{"$f":"AVEDEV(C109:C123\n)","v":3.0666666666666669},null,null,{"$f":"AVEDEV(F109:F123\n)","v":0.8},"AVEDEV (Mean Absolute Error or Average Absolute Deviations)"]
[]
[]
[]
[]
[null,"Which Mean More Fairly Represents Its Data Points?"]
[]
[null,"Month","# of Hours/Week worked Job 1","# of Hours/Week worked Job 2"]
[null,"2014-03-16",55,35]
[null,{"$f":"B135+7","v":"2014-03-23"},25,34]
[null,{"$f":"B136+7","v":"2014-03-30"},62,36]
[null,"2014-04-06",15,37]
[null,"2014-04-13",34,43]
[null,"2014-04-20",19,32]
[null,"2014-04-27",38,33]
[null,"2014-05-04",29,35]
[null,"2014-05-11",64,36]
[null,"2014-05-18",31,37]
[null,"2014-05-25",59,35]
[null,"2014-06-01",12,39]
[null,"2014-06-08",15,32]
[null,"2014-06-15",42,31]
[null,"2014-06-22",25,30]
[null,"Mean",{"$f":"AVERAGE(C135:C149)","v":35},{"$f":"AVERAGE(D135:D149)","v":35}]
[]
[null,"Sample SD"]
[]
[]
[null,"Where are gas prices more volatile?"]
[]
[null,"Sample","Gas Prices Burien","Gas Prices Seattle"]
[null,"Sample 1",3.01,3.86]
[null,"Sample 2",2.35,2.93]
[null,"Sample 3",2.4700000000000002,2.42]
[null,"Sample 4",2.48,1.99]
[null,"Sample 5",2.2799999999999998,2.5099999999999998]
[null,"Sample 6",2.6,2.6]
[null,"Sample 7",3.31,2.52]
[null,"Sample 8",2.37,2.48]
[null,"Sample 9",2.52,2.46]
[null,"Sample 10",2.5,2.44]
[null,"Sample 11",2.37,2.42]
[null,"Sample 12",3.01,3.56]
[null,"Sample 13",2.36,2.39]
[null,"Sample 14",2.4500000000000002,2.79]
[null,"Sample 15",2.38,2.58]
[null,"Xbar",{"$f":"AVERAGE(C158:C172)","v":2.5640000000000005},{"$f":"AVERAGE(D158:D172)","v":2.6633333333333336}]
[]
[null,"Sample SD"]

{"sheet":"V(5an)","index":41,"n_rows":175,"n_cols":15,"rows_kept":175,"cut":false,"hidden":false,"merged":[]}
[]
[null,"3) Deviation"]
[null,"Deviation = Particular X value - Mean"]
[null,"It tells you how far one datum is from the mean. \"How far above or below the mean is the particular value?\""]
[null,"For any data set, the sum of the deviations is always zero!!!!"]
[null,"4) Variance"]
[null,"A Numerical Measure that says how much variability there is in the data points"]
[null,"Variance has squared units, which makes interpreting it difficult. Standard Deviation undoes the squared units and is thus easier to interpret and is more commonly used"]
[null,"5) Standard Deviation"]
[null,"Standard Deviation does not have squared units (like Variance) and is thus easier to interpret; the standard deviation has the same units as the data."]
[null,"The sample standard deviation is a point estimator of the population standard deviation"]
[null,"Interpretation of Standard Deviation:"]
[null,"A numerical measure that says how much variability/dispersion there is in the data in relation to the mean"]
[null,"Standard Deviation is like an average of the deviations"]
[null,"Standard Deviation tells us how fairly the mean represents its data points"]
[null,"Standard Deviation tells us how clustered the data points are around the mean"]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[]
[null,"Count",{"$f":"ROWS(C23:C37)","v":15},null,null,{"$f":"ROWS(F23:F37)","v":15},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F19),COLUMN(F19),4)&\": \"&_xlfn.FORMULATEXT(F19),\"\")","v":"Cell F19: =ROWS(F23:F37)"}]
[null,"Count -1",{"$f":"C19-1","v":14},null,null,{"$f":"F19-1","v":14},"Sample data divided by just the count underestimates",null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(F20),COLUMN(F20),4)&\": \"&_xlfn.FORMULATEXT(F20),\"\")","v":"Cell F20: =F19-1"}]
[null,"Mean = Xbar",{"$f":"AVERAGE(C23:C37)","v":9},null,null,{"$f":"AVERAGE(F23:F37)","v":9},"What minus one does: 10/5 = 2, but 10/(5-1) = 2.5",null,null,null,null,null,null,null,"Cell F21: =AVERAGE(F23:F37)"]
[null,"Order #","Days to fill order Banderson's, xi","Deviation\nXi - Xbar","Deviation ^2\n(Xi - Xbar)^2","Days to fill order Plywood & Floor","Deviation\nXi - Xbar","Deviation ^2\n(Xi - Xbar)^2"]
[null,"Order 1",4,{"$f":"C23:C37-C21","v":-5},{"$f":"_xlfn.ANCHORARRAY(D23)^2","v":25},10,{"$f":"F23:F37-F21","v":1},{"$f":"_xlfn.ANCHORARRAY(G23)^2","v":1},null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(G23),COLUMN(G23),4)&\": \"&_xlfn.FORMULATEXT(G23),\"\")","v":"Cell G23: =F23:F37-F21"}]
[null,"Order 2",6,-3,9,11,2,4,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H23),COLUMN(H23),4)&\": \"&_xlfn.FORMULATEXT(H23),\"\")","v":"Cell H23: =G23#^2"}]
[null,"Order 3",12,3,9,9,0,0]
[null,"Order 4",11,2,4,9,0,0]
[null,"Order 5",13,4,16,10,1,1]
[null,"Order 6",16,7,49,8,-1,1,null,null,null,null,null,null,"In statistics, the number of degrees of freedom is the"]
[null,"Order 7",5,-4,16,9,0,0,null,null,null,null,null,null,"number of values in the final calculation of a statistic that are"]
[null,"Order 8",8,-1,1,10,1,1,null,null,null,null,null,null,"free to vary."]
[null,"Order 9",9,0,0,10,1,1,null,null,null,null,null,null,"https://en.wikipedia.org/wiki/Degrees_of_freedom_(statistics)"]
[null,"Order 10",6,-3,9,9,0,0]
[null,"Order 11",8,-1,1,8,-1,1]
[null,"Order 12",6,-3,9,9,0,0]
[null,"Order 13",12,3,9,6,-3,9]
[null,"Order 14",6,-3,9,8,-1,1]
[null,"Order 15",13,4,16,9,0,0]
[null,null,"Total",{"$f":"SUM(_xlfn.ANCHORARRAY(D23))","v":0},{"$f":"SUM(_xlfn.ANCHORARRAY(E23))","v":182},null,{"$f":"SUM(_xlfn.ANCHORARRAY(G23))","v":0},{"$f":"SUM(_xlfn.ANCHORARRAY(H23))","v":20}]
[null,"Sum Deviations ALWAYS = 0!"]
[null,"Why we have to square!!!"]
[null,null,"Sample Variance = s2",null,{"$f":"E38/C20","v":13},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E41),COLUMN(E41),4)&\": \"&_xlfn.FORMULATEXT(E41),\"\")","v":"Cell E41: =E38/C20"},null,{"$f":"H38/F20","v":1.4285714285714286},"Units are squared",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H41),COLUMN(H41),4)&\": \"&_xlfn.FORMULATEXT(H41),\"\")","v":"Cell H41: =H38/F20"}]
[null,null,"Sample Variance = s2",null,{"$f":"_xlfn.VAR.S(C23:C37)","v":13},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E42),COLUMN(E42),4)&\": \"&_xlfn.FORMULATEXT(E42),\"\")","v":"Cell E42: =VAR.S(C23:C37)"},null,{"$f":"_xlfn.VAR.S(F23:F37)","v":1.4285714285714286},"VAR.S (Variance for Sample)",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H42),COLUMN(H42),4)&\": \"&_xlfn.FORMULATEXT(H42),\"\")","v":"Cell H42: =VAR.S(F23:F37)"}]
[null,null,"Sample Standard Deviation = s",null,{"$f":"SQRT(E41)","v":3.6055512754639891},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E43),COLUMN(E43),4)&\": \"&_xlfn.FORMULATEXT(E43),\"\")","v":"Cell E43: =SQRT(E41)"},null,{"$f":"SQRT(H42)","v":1.1952286093343936},"Square root to get back to same unit",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H43),COLUMN(H43),4)&\": \"&_xlfn.FORMULATEXT(H43),\"\")","v":"Cell H43: =SQRT(H42)"}]
[null,null,null,null,{"$f":"_xlfn.STDEV.S(C23:C37)","v":3.6055512754639891},{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(E44),COLUMN(E44),4)&\": \"&_xlfn.FORMULATEXT(E44),\"\")","v":"Cell E44: =STDEV.S(C23:C37)"},null,{"$f":"_xlfn.STDEV.S(F23:F37)","v":1.1952286093343936},"STDEV.S (Standard Deviation for Sample)",null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(H44),COLUMN(H44),4)&\": \"&_xlfn.FORMULATEXT(H44),\"\")","v":"Cell H44: =STDEV.S(F23:F37)"}]
[null,null,null,null,null,null,null,null,"The sample SD, s, is a point estimator  of the population SD, sigma σ"]
[null,null,null,null,null,null,null,null,"Which mean more fairly represents its data points?"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"ALTERNATIVE TO CALCULATE Sample SD"]
[]
[]
[]
[]
[]
[null,"Count",{"$f":"COUNT(C81:C95)","v":15},null,null,{"$f":"COUNT(F81:F95)","v":15}]
[null,"Count -1",{"$f":"C77-1","v":14},null,null,{"$f":"F77-1","v":14}]
[null,"Mean = Xbar",{"$f":"AVERAGE(C81:C95)","v":9},null,null,{"$f":"AVERAGE(F81:F95)","v":9}]
[null,"Order #","Days to fill order Banderson's, xi","xi^2",null,"Days to fill order Plywood & Floor","xi^2"]
[null,"Order 1",4,{"$f":"C81^2","v":16},null,10,{"$f":"F81^2","v":100}]
[null,"Order 2",6,36,null,11,121]
[null,"Order 3",12,144,null,9,81]
[null,"Order 4",11,121,null,9,81]
[null,"Order 5",13,169,null,10,100]
[null,"Order 6",16,256,null,8,64]
[null,"Order 7",5,25,null,9,81]
[null,"Order 8",8,64,null,10,100]
[null,"Order 9",9,81,null,10,100]
[null,"Order 10",6,36,null,9,81]
[null,"Order 11",8,64,null,8,64]
[null,"Order 12",6,36,null,9,81]
[null,"Order 13",12,144,null,6,36]
[null,"Order 14",6,36,null,8,64]
[null,"Order 15",13,169,null,9,81]
[]
[null,null,"Total",{"$f":"SUM(D81:D95)","v":1397},null,"Total",{"$f":"SUM(G81:G95)","v":1235}]
[null,null,"s",{"$f":"SQRT((D97-C77*C79^2)/C78)","v":3.6055512754639891},null,"s",{"$f":"SQRT((G97-F77*F79^2)/F78)","v":1.1952286093343936}]
[]
[]
[null,"Alternative for variability measure called Mean Absolute Error"]
[]
[]
[]
[]
[null,"Count",{"$f":"COUNT(C109:C123)","v":15},null,null,{"$f":"COUNT(F109:F123)","v":15}]
[null,"Mean = Xbar",{"$f":"AVERAGE(C109:C123)","v":9},null,null,{"$f":"AVERAGE(F109:F123)","v":9}]
[null,"Order #","Days to fill order Banderson's, xi","ABS(Xi - Xbar)",null,"Days to fill order Plywood & Floor","ABS(Xi - Xbar)"]
[null,"Order 1",4,{"$f":"ABS(C109-C$107)","v":5},null,10,{"$f":"ABS(F109-F$107)","v":1}]
[null,"Order 2",6,3,null,11,2]
[null,"Order 3",12,3,null,9,0]
[null,"Order 4",11,2,null,9,0]
[null,"Order 5",13,4,null,10,1]
[null,"Order 6",16,7,null,8,1]
[null,"Order 7",5,4,null,9,0]
[null,"Order 8",8,1,null,10,1]
[null,"Order 9",9,0,null,10,1]
[null,"Order 10",6,3,null,9,0]
[null,"Order 11",8,1,null,8,1]
[null,"Order 12",6,3,null,9,0]
[null,"Order 13",12,3,null,6,3]
[null,"Order 14",6,3,null,8,1]
[null,"Order 15",13,4,null,9,0]
[]
[null,null,"Total",{"$f":"SUM(D109:D123)","v":46},null,"Total",{"$f":"SUM(G109:G123)","v":12}]
[null,null,"s",{"$f":"D125/C106","v":3.0666666666666669},null,"s",{"$f":"G125/F106","v":0.8}]
[null,null,null,{"$f":"AVEDEV(C109:C123\n)","v":3.0666666666666669},null,null,{"$f":"AVEDEV(F109:F123\n)","v":0.8},"AVEDEV (Mean Absolute Error or Average Absolute Deviations)"]
[]
[]
[]
[]
[null,"Which Mean More Fairly Represents Its Data Points?"]
[]
[null,"Month","# of Hours/Week worked Job 1","# of Hours/Week worked Job 2"]
[null,"2014-03-16",55,35]
[null,{"$f":"B135+7","v":"2014-03-23"},25,34]
[null,{"$f":"B136+7","v":"2014-03-30"},62,36]
[null,"2014-04-06",15,37]
[null,"2014-04-13",34,43]
[null,"2014-04-20",19,32]
[null,"2014-04-27",38,33]
[null,"2014-05-04",29,35]
[null,"2014-05-11",64,36]
[null,"2014-05-18",31,37]
[null,"2014-05-25",59,35]
[null,"2014-06-01",12,39]
[null,"2014-06-08",15,32]
[null,"2014-06-15",42,31]
[null,"2014-06-22",25,30]
[null,"Mean",{"$f":"AVERAGE(C135:C149)","v":35},{"$f":"AVERAGE(D135:D149)","v":35}]
[]
[null,"Sample SD"]
[]
[]
[null,"Where are gas prices more volatile?"]
[]
[null,"Sample","Gas Prices Burien","Gas Prices Seattle"]
[null,"Sample 1",3.01,3.86]
[null,"Sample 2",2.35,2.93]
[null,"Sample 3",2.4700000000000002,2.42]
[null,"Sample 4",2.48,1.99]
[null,"Sample 5",2.2799999999999998,2.5099999999999998]
[null,"Sample 6",2.6,2.6]
[null,"Sample 7",3.31,2.52]
[null,"Sample 8",2.37,2.48]
[null,"Sample 9",2.52,2.46]
[null,"Sample 10",2.5,2.44]
[null,"Sample 11",2.37,2.42]
[null,"Sample 12",3.01,3.56]
[null,"Sample 13",2.36,2.39]
[null,"Sample 14",2.4500000000000002,2.79]
[null,"Sample 15",2.38,2.58]
[null,"Xbar",{"$f":"AVERAGE(C158:C172)","v":2.5640000000000005},{"$f":"AVERAGE(D158:D172)","v":2.6633333333333336}]
[]
[null,"Sample SD"]

{"sheet":"V(6)","index":42,"n_rows":111,"n_cols":11,"rows_kept":111,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Sample Standard Deviation = s",{"$f":"_xlfn.STDEV.S(B8:B30)","v":3.5308747754404806},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C2),COLUMN(C2),4)&\": \"&_xlfn.FORMULATEXT(C2),\"\")","v":"Cell C2: =STDEV.S(B8:B30)"},"Use STDEV.S for calculating Sample Standard Deviation = s"]
[null,"Population Standard Deviation = σ",{"$f":"_xlfn.STDEV.P(D$8:D$111)","v":3.6524411013075389},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C3),COLUMN(C3),4)&\": \"&_xlfn.FORMULATEXT(C3),\"\")","v":"Cell C3: =STDEV.P(D$8:D$111)"},"Use STDEV.P for calculating Population Standard Deviation = σ"]
[]
[null,"Wage Data",null,null,null,null,null,"Xbar"," =","\"Xbar\"","Sample Mean"]
[]
[null,"Sample1",null,"Population 1",null,null,null,"µ"," =","\"Mew\"","Population Mean"]
[null,22.35,null,15.35,null,null,null,"s"," =","\"s\"","Sample Standard Deviation"]
[null,14.01,null,32.159999999999997,null,null,null,"s"," =","\"sigma\"","Sample Standard Deviation"]
[null,15.2,null,12.55,null,null,null,"xi"," =","\"x sub i\"","Particular Value"]
[null,18.3,null,13.74,null,null,null,"∑"," =","\"Sigma\"","Greek Letter used for \"adding\""]
[null,13.63,null,22.35,null,null,null,"n"," =","\"n\"","Count of sample items"]
[null,14.08,null,15.4,null,null,null,"N"," =","\"n\"","Count of population items"]
[null,15.44,null,14.3]
[null,10.75,null,14.79]
[null,14.67,null,20.94]
[null,11.29,null,11.91]
[null,15.02,null,12.4]
[null,17.97,null,12.05]
[null,22.12,null,18.11]
[null,22.12,null,14.83]
[null,20.68,null,13.93]
[null,13.21,null,11.66]
[null,18.739999999999998,null,12.69]
[null,13.66,null,14.01]
[null,12.94,null,12.52]
[null,12.94,null,14.35]
[null,13.34,null,15.2]
[null,13.68,null,12.68]
[null,12.36,null,12.32]
[null,null,null,15.65]
[null,null,null,18.02]
[null,null,null,14.55]
[null,null,null,18.3]
[null,null,null,13.63]
[null,null,null,17.47]
[null,null,null,15.62]
[null,null,null,13.71]
[null,null,null,14.87]
[null,null,null,14.08]
[null,null,null,13.03]
[null,null,null,20.51]
[null,null,null,12.73]
[null,null,null,15.66]
[null,null,null,13.58]
[null,null,null,15.89]
[null,null,null,15.44]
[null,null,null,14.65]
[null,null,null,14.37]
[null,null,null,10.75]
[null,null,null,11.99]
[null,null,null,18.63]
[null,null,null,14.67]
[null,null,null,11.29]
[null,null,null,15.66]
[null,null,null,14.32]
[null,null,null,26.81]
[null,null,null,14.03]
[null,null,null,15.02]
[null,null,null,14.93]
[null,null,null,16.16]
[null,null,null,21.79]
[null,null,null,15.49]
[null,null,null,19.850000000000001]
[null,null,null,12.75]
[null,null,null,17.97]
[null,null,null,10.97]
[null,null,null,22.12]
[null,null,null,20.68]
[null,null,null,20.68]
[null,null,null,14.3]
[null,null,null,16.13]
[null,null,null,12.41]
[null,null,null,22.53]
[null,null,null,21.66]
[null,null,null,19.079999999999998]
[null,null,null,14.88]
[null,null,null,22.52]
[null,null,null,20.97]
[null,null,null,15.42]
[null,null,null,11.46]
[null,null,null,13.03]
[null,null,null,14.53]
[null,null,null,17.21]
[null,null,null,12.68]
[null,null,null,12.02]
[null,null,null,13.21]
[null,null,null,18.739999999999998]
[null,null,null,15.89]
[null,null,null,13.42]
[null,null,null,13.66]
[null,null,null,13.11]
[null,null,null,15.93]
[null,null,null,15.01]
[null,null,null,12.94]
[null,null,null,16.309999999999999]
[null,null,null,12.87]
[null,null,null,13.71]
[null,null,null,20.43]
[null,null,null,13.44]
[null,null,null,15.94]
[null,null,null,14.32]
[null,null,null,15.22]
[null,null,null,22.59]
[null,null,null,12.32]
[null,null,null,13.34]
[null,null,null,14.52]
[null,null,null,23.7]
[null,null,null,13.21]
[null,null,null,13.68]
[null,null,null,12.36]

{"sheet":"V(7)","index":43,"n_rows":37,"n_cols":15,"rows_kept":37,"cut":false,"hidden":false,"merged":[[16,1,16,5],[17,1,17,5]]}
[]
[null,"6) Coefficient of Variation"]
[null,"Math Formula = (Standard Deviation)/Mean = Coefficient of Variation"]
[null,"Coefficient of Variation converts Standard Deviation to Standard Deviation per unit of Mean so you can compare:"]
[null,"1) Data in different units."]
[null,"     or"]
[null,"2) Data in the same units, but the means are far apart."]
[null,"Coefficient of Variation answers the question: \"For every one unit of mean, what is the Standard Deviation?\""]
[null,"In Finance you see the inverse formula = (Average Return)/(Standard Deviation) = Return for 1 unit of risk"]
[]
[null,"Compare Relative Variability (Dispersion) in Two Distributions"]
[]
[null,"Mean bonus paid per employee = Xbar",2000,null,"Mean years worked = Xbar",15]
[null,"Standard Deviation = s",755,null,"Standard Deviation = s",3]
[null,"Coefficient of Variance",null,null,"Coefficient of Variance",null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C15),COLUMN(C15),4)&\": \"&_xlfn.FORMULATEXT(C15),\"\")","v":""}]
[]
[null,"There is more variability relative to the mean in the distribution of bonus paid\ncompared with the distribution of years worked"]
[null,"*Notice here that the units cancel out"]
[]
[]
[null,"Mean Wage Data City 1",null,null,"Mean Wage Data City 2",null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C21),COLUMN(C21),4)&\": \"&_xlfn.FORMULATEXT(C21),\"\")","v":""}]
[null,"Standard Deviation, Wage Data City 1",null,null,"Standard Deviation, Wage Data City 2",null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":""}]
[null,"Coefficient of Variance",null,null,"Coefficient of Variance",null,null,null,null,null,null,null,null,null,""]
[]
[null,"Wage sample in City 1",null,null,"Wage sample in City 2"]
[null,12.54,null,null,25.5]
[null,15.68,null,null,23.68]
[null,19.579999999999998,null,null,78.25]
[null,25.71,null,null,25.12]
[null,45.68,null,null,12.5]
[null,15.69,null,null,19.850000000000001]
[null,14.78,null,null,45.54]
[null,35.5,null,null,35.979999999999997]
[null,19.57,null,null,15.24]
[null,18.71,null,null,110]
[null,35.450000000000003,null,null,28.58]
[null,12.75,null,null,35.21]

{"sheet":"V(7an)","index":44,"n_rows":37,"n_cols":15,"rows_kept":37,"cut":false,"hidden":false,"merged":[[16,1,16,5],[17,1,17,5]]}
[]
[null,"6) Coefficient of Variation"]
[null,"Math Formula = (Standard Deviation)/Mean = Coefficient of Variation"]
[null,"Coefficient of Variation converts Standard Deviation to Standard Deviation per unit of Mean so you can compare:"]
[null,"1) Data in different units."]
[null,"     or"]
[null,"2) Data in the same units, but the means are far apart."]
[null,"Coefficient of Variation answers the question: \"For every one unit of mean, what is the Standard Deviation?\""]
[null,"In Finance you see the inverse formula = (Average Return)/(Standard Deviation) = Return for 1 unit of risk"]
[]
[null,"Compare Relative Variability (Dispersion) in Two Distributions"]
[]
[null,"Mean bonus paid per employee = Xbar",2000,null,"Mean years worked = Xbar",15]
[null,"Standard Deviation = s",755,null,"Standard Deviation = s",3]
[null,"Coefficient of Variance",{"$f":"C14/C13","v":0.3775},null,"Coefficient of Variance",{"$f":"F14/F13","v":0.2},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C15),COLUMN(C15),4)&\": \"&_xlfn.FORMULATEXT(C15),\"\")","v":"Cell C15: =C14/C13"}]
[]
[null,"There is more variability relative to the mean in the distribution of bonus paid\ncompared with the distribution of years worked"]
[null,"*Notice here that the units cancel out"]
[]
[]
[null,"Mean Wage Data City 1",{"$f":"AVERAGE(B26:B37)","v":22.636666666666667},null,"Mean Wage Data City 2",{"$f":"AVERAGE(E26:E37)","v":37.954166666666666},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C21),COLUMN(C21),4)&\": \"&_xlfn.FORMULATEXT(C21),\"\")","v":"Cell C21: =AVERAGE(B26:B37)"}]
[null,"Standard Deviation, Wage Data City 1",{"$f":"_xlfn.STDEV.S(B26:B37)","v":10.712445042467147},null,"Standard Deviation, Wage Data City 2",{"$f":"_xlfn.STDEV.S(E26:E37)","v":28.582236523704193},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":"Cell C22: =STDEV.S(B26:B37)"}]
[null,"Coefficient of Variance",{"$f":"C22/C21","v":0.47323420891476131},null,"Coefficient of Variance",{"$f":"F22/F21","v":0.75307243008991176},null,null,null,null,null,null,null,null,"Cell C23: =C22/C21"]
[]
[null,"Wage sample in City 1",null,null,"Wage sample in City 2"]
[null,12.54,null,null,25.5]
[null,15.68,null,null,23.68]
[null,19.579999999999998,null,null,78.25]
[null,25.71,null,null,25.12]
[null,45.68,null,null,12.5]
[null,15.69,null,null,19.850000000000001]
[null,14.78,null,null,45.54]
[null,35.5,null,null,35.979999999999997]
[null,19.57,null,null,15.24]
[null,18.71,null,null,110]
[null,35.450000000000003,null,null,28.58]
[null,12.75,null,null,35.21]

{"sheet":"V(8)","index":45,"n_rows":27,"n_cols":4,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
[]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[null,"Geometric mean is used to calculate the average compounding rate per period, but mean and standard deviation are used to gage risk (volatility)"]
[]
[null,"Based on Average Returns, which stock do you prefer?\nIt is hard to know, without looking at the volitility of past stock returns."]
[]
[null,"Geo Mean",{"$f":"GEOMEAN(C12:C26+1)-1","v":3.51255394660972E-2},{"$f":"GEOMEAN(D12:D26+1)-1","v":4.1159802560870595E-2}]
[null,"Mean",{"$f":"AVERAGE(C12:C26)","v":4.1333333333333347E-2},{"$f":"AVERAGE(D12:D26)","v":4.1200000000000007E-2}]
[null,"s = SD = Volitility = Risk"]
[]
[null,"Year","Stock Return A","Stock Return B"]
[null,2005,0.05,0.02]
[null,2006,0.1,0.04]
[null,2007,0.12,3.5000000000000003E-2]
[null,2008,0.17,5.5E-2]
[null,2009,0.19,0.04]
[null,2010,0.01,4.2000000000000003E-2]
[null,2011,-0.15,4.2999999999999997E-2]
[null,2012,-0.03,4.7E-2]
[null,2013,0.03,0.05]
[null,2014,5.5E-2,5.0999999999999997E-2]
[null,2015,0.1,0.03]
[null,2016,6.5000000000000002E-2,2.9000000000000001E-2]
[null,2017,-0.02,4.5999999999999999E-2]
[null,2018,-0.22,4.9000000000000002E-2]
[null,2019,0.15,4.1000000000000002E-2]
[null,null,"Total"]

{"sheet":"V(8an)","index":46,"n_rows":27,"n_cols":4,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
[]
[null,"For financial assets standard deviation is a measure of risk or fluctuation in asset value"]
[null,"Geometric mean is used to calculate the average compounding rate per period, but mean and standard deviation are used to gage risk (volatility)"]
[]
[null,"Based on Average Returns, which stock do you prefer?\nIt is hard to know, without looking at the volitility of past stock returns."]
[]
[null,"Geo Mean",{"$f":"GEOMEAN(1+C12:C26)-1","v":3.51255394660972E-2},{"$f":"GEOMEAN(1+D12:D26)-1","v":4.1159802560870595E-2}]
[null,"Mean",{"$f":"AVERAGE(C12:C26)","v":4.1333333333333347E-2},{"$f":"AVERAGE(D12:D26)","v":4.1200000000000007E-2}]
[null,"s = SD = Volitility = Risk",{"$f":"_xlfn.STDEV.S(C12:C26)","v":0.11314445044573183},{"$f":"_xlfn.STDEV.S(D12:D26)","v":9.4506235621933891E-3}]
[]
[null,"Year","Stock Return A","Stock Return B"]
[null,2005,0.05,0.02]
[null,2006,0.1,0.04]
[null,2007,0.12,3.5000000000000003E-2]
[null,2008,0.17,5.5E-2]
[null,2009,0.19,0.04]
[null,2010,0.01,4.2000000000000003E-2]
[null,2011,-0.15,4.2999999999999997E-2]
[null,2012,-0.03,4.7E-2]
[null,2013,0.03,0.05]
[null,2014,5.5E-2,5.0999999999999997E-2]
[null,2015,0.1,0.03]
[null,2016,6.5000000000000002E-2,2.9000000000000001E-2]
[null,2017,-0.02,4.5999999999999999E-2]
[null,2018,-0.22,4.9000000000000002E-2]
[null,2019,0.15,4.1000000000000002E-2]
[null,null,"Total"]

{"sheet":"z","index":47,"n_rows":38,"n_cols":61,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Relative Location"]
[null,"The goal of relative location is to determine, in a data set, how far a particular x value is from the mean."]
[null,"Z-Score = Standardized Value"]
[null,"Z-score measures the relative location of a particular x in the data set (as compared to the mean), in units of standard deviation."]
[null,"Z-Score tells you \"How Many Standard Deviations The Particular Value Is Away From The Mean\". 1? -1? 1.5? 0?"]
[null,"zi <  0, value below mean\nzi >  0, value above mean\nzi = 0, value is equal to mean"]
[null,"Observations in 2 different data sets that have the same z-score are said to have the same relative location or the same number of standard deviations away from the mean."]
[null,"In Excel use the formulas:"]
[null,"Z-Score = (Particular Value - Mean)/StandardDeviation = zi = (xi-Xbar)/s"]
[null,"Use STANDARDIZE function to calculate z-score. Function arguments: STANDARDIZE(a,mean, standard_dev) = STANDARDIZE(ParticularXiValue,Mean,StandardDeviation"]
[]
[null,null,null,null,null,null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"x","Calculus Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Your Score",null,"Label for Mean","Label for Your Score",null,null,"x","History Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Bro's Score",null,"Label for Mean","Label for Your Score"]
[null,null,null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,{"$f":"ROUND(AVERAGE(AD14:AD38),0)","v":76},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AD14:AD38),0)","v":7},null,1,null,{"$f":"ROUND(AG14+AL14*AJ14,0)","v":83},1,null,{"$f":"AH13&\" = \"&AG14&CHAR(10)&AJ13&\" = \"&AJ14","v":"Xbar = 76\ns = 7"},{"$f":"AO13&\" = \"&AN14&CHAR(10)&\" \"&AL14&\" SD Above Mean\"","v":"Your Score = 83\n 1 SD Above Mean"},null,null,91,0.5,null,{"$f":"ROUND(AVERAGE(AU14:AU38),0)","v":91},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AU14:AU38),0)","v":4},null,1.25,null,{"$f":"ROUND(AX14-BC14*BA14,0)","v":86},1,null,{"$f":"AY13&\" = \"&AX14&CHAR(10)&BA13&\" = \"&BA14","v":"Xbar = 91\ns = 4"},{"$f":"BF13&\" = \"&BE14&CHAR(10)&\" \"&BC14&\" SD Below Mean\"","v":"Bro's Score = 86\n 1.25 SD Below Mean"}]
[null,null,null,null,null,null,null,null,null,"s"," =","Sample Standard Deviation","\"s\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,"z"," =","Number of Standard Deviations Away From Xbar","\"z\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,99,0.5]
[null,"Who did better? You or your Brother?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,84,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,86,0.5]
[null,"Your Calculus Test score, Xi =",{"$f":"AN14","v":83},null,{"$f":"IF(C23=\"\",\"\",FIXED(C23,2)&\" standard deviations \"&IF(C23>0,\"above\",\"below\")&\" the mean\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,"Mean for Calculus Test, Xbar =",{"$f":"AG14","v":76},null,{"$f":"IF(C23=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"Standard Deviation for Calculus Test, s =",{"$f":"AJ14","v":7},null,{"$f":"IF(C23=\"\",\"\",\"    in units of standard deviation.\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,57,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"z = (x - Xbar)/s =",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,75,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"STANDARDIZE function",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C23),COLUMN(C23),4)&\": \"&_xlfn.FORMULATEXT(C23),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Brother's History Test score, Xi =",{"$f":"BE14","v":86},null,{"$f":"IF(C28=\"\",\"\",FIXED(C28,2)&\" standard deviations \"&IF(C28>0,\"above\",\"below\")&\" the mean\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"Mean for History Test, Xbar =",{"$f":"AX14","v":91},null,{"$f":"IF(C28=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,95,0.5]
[null,"Standard Deviation for History Test, s =",{"$f":"BA14","v":4},null,{"$f":"IF(C28=\"\",\"\",\"    in units of standard deviation.\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"z = (x - Xbar)/s =",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,71,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"STANDARDIZE function",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Joe's Calculus Test score, Xi =",{"$f":"AG14","v":76},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"z score",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,89,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,85,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,97,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,77,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,96,0.5]
[null,null,null,null,null,null,"Z-score measures the relative location of a particular x in the data set (as compared to the mean), in units of standard deviation.",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]

{"sheet":"z(1)","index":48,"n_rows":38,"n_cols":61,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Relative Location"]
[null,"The goal of relative location is to determine, in a data set, how far a particular x value is from the mean."]
[null,"Z-Score = Standardized Value"]
[null,"Z-score measures the relative location of a particular x in the data set (as compared to the mean), in units of standard deviation."]
[null,"Z-Score tells you \"How Many Standard Deviations The Particular Value Is Away From The Mean\". 1? -1? 1.5? 0?"]
[null,"zi <  0, value below mean\nzi >  0, value above mean\nzi = 0, value is equal to mean"]
[null,"Observations in 2 different data sets that have the same z-score are said to have the same relative location or the same number of standard deviations away from the mean."]
[null,"In Excel use the formulas:"]
[null,"Z-Score = (Particular Value - Mean)/StandardDeviation = zi = (xi-Xbar)/s"]
[null,"Use STANDARDIZE function to calculate z-score. Function arguments: STANDARDIZE(a,mean, standard_dev) = STANDARDIZE(ParticularXiValue,Mean,StandardDeviation"]
[]
[null,null,null,null,null,null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"x","Calculus Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Your Score",null,"Label for Mean","Label for Your Score",null,null,"x","History Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Bro's Score",null,"Label for Mean","Label for Your Score"]
[null,null,null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,{"$f":"ROUND(AVERAGE(AD14:AD38),0)","v":76},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AD14:AD38),0)","v":7},null,1,null,{"$f":"ROUND(AG14+AL14*AJ14,0)","v":83},1,null,{"$f":"AH13&\" = \"&AG14&CHAR(10)&AJ13&\" = \"&AJ14","v":"Xbar = 76\ns = 7"},{"$f":"AO13&\" = \"&AN14&CHAR(10)&\" \"&AL14&\" SD Above Mean\"","v":"Your Score = 83\n 1 SD Above Mean"},null,null,91,0.5,null,{"$f":"ROUND(AVERAGE(AU14:AU38),0)","v":91},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AU14:AU38),0)","v":4},null,1.25,null,{"$f":"ROUND(AX14-BC14*BA14,0)","v":86},1,null,{"$f":"AY13&\" = \"&AX14&CHAR(10)&BA13&\" = \"&BA14","v":"Xbar = 91\ns = 4"},{"$f":"BF13&\" = \"&BE14&CHAR(10)&\" \"&BC14&\" SD Below Mean\"","v":"Bro's Score = 86\n 1.25 SD Below Mean"}]
[null,null,null,null,null,null,null,null,null,"s"," =","Sample Standard Deviation","\"s\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,"z"," =","Number of Standard Deviations Away From Xbar","\"z\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,99,0.5]
[null,"Who did better? You or your Brother?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,84,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,86,0.5]
[null,"Your Calculus Test score, Xi =",{"$f":"AN14","v":83},null,{"$f":"IF(C23=\"\",\"\",FIXED(C23,2)&\" standard deviations \"&IF(C23>0,\"above\",\"below\")&\" the mean\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,"Mean for Calculus Test, Xbar =",{"$f":"AG14","v":76},null,{"$f":"IF(C23=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"Standard Deviation for Calculus Test, s =",{"$f":"AJ14","v":7},null,{"$f":"IF(C23=\"\",\"\",\"    in units of standard deviation.\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,57,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"z = (x - Xbar)/s =",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,75,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"STANDARDIZE function",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C23),COLUMN(C23),4)&\": \"&_xlfn.FORMULATEXT(C23),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Brother's History Test score, Xi =",{"$f":"BE14","v":86},null,{"$f":"IF(C28=\"\",\"\",FIXED(C28,2)&\" standard deviations \"&IF(C28>0,\"above\",\"below\")&\" the mean\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"Mean for History Test, Xbar =",{"$f":"AX14","v":91},null,{"$f":"IF(C28=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,95,0.5]
[null,"Standard Deviation for History Test, s =",{"$f":"BA14","v":4},null,{"$f":"IF(C28=\"\",\"\",\"    in units of standard deviation.\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"z = (x - Xbar)/s =",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,71,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"STANDARDIZE function",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Joe's Calculus Test score, Xi =",{"$f":"AG14","v":76},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"z score",null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,89,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,85,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,97,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,77,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,96,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]

{"sheet":"z(1an)","index":49,"n_rows":38,"n_cols":61,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Relative Location"]
[null,"The goal of relative location is to determine, in a data set, how far a particular x value is from the mean."]
[null,"Z-Score = Standardized Value"]
[null,"Z-score measures the relative location of a particular x in the data set (as compared to the mean), in units of standard deviation."]
[null,"Z-Score tells you \"How Many Standard Deviations The Particular Value Is Away From The Mean\". 1? -1? 1.5? 0?"]
[null,"zi <  0, value below mean\nzi >  0, value above mean\nzi = 0, value is equal to mean"]
[null,"Observations in 2 different data sets that have the same z-score are said to have the same relative location or the same number of standard deviations away from the mean."]
[null,"In Excel use the formulas:"]
[null,"Z-Score = (Particular Value - Mean)/StandardDeviation = zi = (xi-Xbar)/s"]
[null,"Use STANDARDIZE function to calculate z-score. Function arguments: STANDARDIZE(a,mean, standard_dev) = STANDARDIZE(ParticularXiValue,Mean,StandardDeviation"]
[]
[null,null,null,null,null,null,null,null,null,"Xbar"," =","Sample Mean","\"Xbar\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"x","Calculus Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Your Score",null,"Label for Mean","Label for Your Score",null,null,"x","History Test Scores",null,"x","Xbar",null,"s",null,"z",null,"x","Bro's Score",null,"Label for Mean","Label for Your Score"]
[null,null,null,null,null,null,null,null,null,"xi"," =","Particular Value","\"x sub i\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,{"$f":"ROUND(AVERAGE(AD14:AD38),0)","v":76},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AD14:AD38),0)","v":7},null,1,null,{"$f":"ROUND(AG14+AL14*AJ14,0)","v":83},1,null,{"$f":"AH13&\" = \"&AG14&CHAR(10)&AJ13&\" = \"&AJ14","v":"Xbar = 76\ns = 7"},{"$f":"AO13&\" = \"&AN14&CHAR(10)&\" \"&AL14&\" SD Above Mean\"","v":"Your Score = 83\n 1 SD Above Mean"},null,null,91,0.5,null,{"$f":"ROUND(AVERAGE(AU14:AU38),0)","v":91},1,null,{"$f":"ROUND(_xlfn.STDEV.S(AU14:AU38),0)","v":4},null,1.25,null,{"$f":"ROUND(AX14-BC14*BA14,0)","v":86},1,null,{"$f":"AY13&\" = \"&AX14&CHAR(10)&BA13&\" = \"&BA14","v":"Xbar = 91\ns = 4"},{"$f":"BF13&\" = \"&BE14&CHAR(10)&\" \"&BC14&\" SD Below Mean\"","v":"Bro's Score = 86\n 1.25 SD Below Mean"}]
[null,null,null,null,null,null,null,null,null,"s"," =","Sample Standard Deviation","\"s\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,"z"," =","Number of Standard Deviations Away From Xbar","\"z\"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,99,0.5]
[null,"Who did better? You or your Brother?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,84,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,86,0.5]
[null,"Your Calculus Test score, Xi =",{"$f":"AN14","v":83},null,{"$f":"IF(C23=\"\",\"\",FIXED(C23,2)&\" standard deviations \"&IF(C23>0,\"above\",\"below\")&\" the mean\")","v":"1.00 standard deviations above the mean"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,"Mean for Calculus Test, Xbar =",{"$f":"AG14","v":76},null,{"$f":"IF(C23=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":"Relative location of a particular x in the data set (as compared to the mean),"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"Standard Deviation for Calculus Test, s =",{"$f":"AJ14","v":7},null,{"$f":"IF(C23=\"\",\"\",\"    in units of standard deviation.\")","v":"    in units of standard deviation."},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,57,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"z = (x - Xbar)/s =",{"$f":"(C19-C20)/C21","v":1},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C22),COLUMN(C22),4)&\": \"&_xlfn.FORMULATEXT(C22),\"\")","v":"Cell C22: =(C19-C20)/C21"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,75,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,"STANDARDIZE function",{"$f":"STANDARDIZE(C19,C20,C21)","v":1},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C23),COLUMN(C23),4)&\": \"&_xlfn.FORMULATEXT(C23),\"\")","v":"Cell C23: =STANDARDIZE(C19,C20,C21)"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Brother's History Test score, Xi =",{"$f":"BE14","v":86},null,{"$f":"IF(C28=\"\",\"\",FIXED(C28,2)&\" standard deviations \"&IF(C28>0,\"above\",\"below\")&\" the mean\")","v":"-1.25 standard deviations below the mean"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"Mean for History Test, Xbar =",{"$f":"AX14","v":91},null,{"$f":"IF(C28=\"\",\"\",\"Relative location of a particular x in the data set (as compared to the mean),\")","v":"Relative location of a particular x in the data set (as compared to the mean),"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,95,0.5]
[null,"Standard Deviation for History Test, s =",{"$f":"BA14","v":4},null,{"$f":"IF(C28=\"\",\"\",\"    in units of standard deviation.\")","v":"    in units of standard deviation."},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,88,0.5]
[null,"z = (x - Xbar)/s =",{"$f":"(C24-C25)/C26","v":-1.25},null,null,null,null,null,null,null,null,null,"Cell C27: =(C24-C25)/C26",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,71,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,91,0.5]
[null,"STANDARDIZE function",{"$f":"STANDARDIZE(C24,C25,C26)","v":-1.25},null,null,null,null,null,null,null,null,null,"Cell C28: =STANDARDIZE(C24,C25,C26)",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"Joe's Calculus Test score, Xi =",{"$f":"AG14","v":76},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,"z score",{"$f":"(C29-C20)/C21","v":0},null,null,null,null,null,null,null,null,null,"Cell C30: =(C29-C20)/C21",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,89,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,93,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,85,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,97,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,77,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,96,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,92,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,87,0.5]

{"sheet":"z(2)","index":50,"n_rows":91,"n_cols":21,"rows_kept":91,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Xbar (inches)",{"$f":"ROUND(AVERAGE(B6:B91),0)","v":71},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C2),COLUMN(C2),4)&\": \"&_xlfn.FORMULATEXT(C2),\"\")","v":"Cell C2: =ROUND(AVERAGE(B6:B91),0)"},null,null,null,null,null,null,null,null,null,null,null,null,null,"Min",{"$f":"MIN(B6:B91)","v":61}]
[null,"s (inches)",{"$f":"ROUND(_xlfn.STDEV.P(B6:B91),0)","v":4},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C3),COLUMN(C3),4)&\": \"&_xlfn.FORMULATEXT(C3),\"\")","v":"Cell C3: =ROUND(STDEV.P(B6:B91),0)"},null,null,null,null,null,null,null,null,null,null,null,null,null,"Miax",{"$f":"MAX(B6:B91)","v":83}]
[null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C4),COLUMN(C4),4)&\": \"&_xlfn.FORMULATEXT(C4),\"\")","v":""}]
[null,"Heights of Students in Class (inches)","z",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C5),COLUMN(C5),4)&\": \"&_xlfn.FORMULATEXT(C5),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,"Category","Frequency"]
[null,73,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C6),COLUMN(C6),4)&\": \"&_xlfn.FORMULATEXT(C6),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,61,{"$f":"COUNTIFS(B$6:B$91,T6)","v":1}]
[null,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,62,0]
[null,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63,1]
[null,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,64,2]
[null,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,65,3]
[null,78,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,66,3]
[null,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,67,5]
[null,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,68,5]
[null,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,69,6]
[null,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,8]
[null,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,71,10]
[null,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,9]
[null,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,73,8]
[null,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,6]
[null,79,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,75,6]
[null,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,4]
[null,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,77,4]
[null,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,1]
[null,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,79,2]
[null,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0]
[null,76,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,1]
[null,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,82,0]
[null,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,1]
[null,72]
[null,76]
[null,71]
[null,70]
[null,64]
[null,74]
[null,83]
[null,65]
[null,74]
[null,67]
[null,72]
[null,71]
[null,68]
[null,74]
[null,73]
[null,70]
[null,74]
[null,76]
[null,69]
[null,71]
[null,72]
[null,77]
[null,66]
[null,77]
[null,70]
[null,64]
[null,66]
[null,70]
[null,71]
[null,70]
[null,72]
[null,68]
[null,71]
[null,70]
[null,75]
[null,67]
[null,69]
[null,75]
[null,67]
[null,73]
[null,72]
[null,79]
[null,71]
[null,74]
[null,68]
[null,72]
[null,72]
[null,67]
[null,71]
[null,76]
[null,73]
[null,69]
[null,71]
[null,73]
[null,68]
[null,73]
[null,65]
[null,69]
[null,72]
[null,66]
[null,75]
[null,81]
[null,77]

{"sheet":"z(2an)","index":51,"n_rows":91,"n_cols":21,"rows_kept":91,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Xbar (inches)",{"$f":"ROUND(AVERAGE(B6:B91),0)","v":71},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C2),COLUMN(C2),4)&\": \"&_xlfn.FORMULATEXT(C2),\"\")","v":"Cell C2: =ROUND(AVERAGE(B6:B91),0)"},null,null,null,null,null,null,null,null,null,null,null,null,null,"Min",{"$f":"MIN(B6:B91)","v":61}]
[null,"s (inches)",{"$f":"ROUND(_xlfn.STDEV.P(B6:B91),0)","v":4},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C3),COLUMN(C3),4)&\": \"&_xlfn.FORMULATEXT(C3),\"\")","v":"Cell C3: =ROUND(STDEV.P(B6:B91),0)"},null,null,null,null,null,null,null,null,null,null,null,null,null,"Miax",{"$f":"MAX(B6:B91)","v":83}]
[null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C4),COLUMN(C4),4)&\": \"&_xlfn.FORMULATEXT(C4),\"\")","v":""}]
[null,"Heights of Students in Class (inches)","z",null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C5),COLUMN(C5),4)&\": \"&_xlfn.FORMULATEXT(C5),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,"Category","Frequency"]
[null,73,{"$f":"(B6:B91-C2)/C3","v":0.5},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C6),COLUMN(C6),4)&\": \"&_xlfn.FORMULATEXT(C6),\"\")","v":"Cell C6: =(B6:B91-C2)/C3"},null,null,null,null,null,null,null,null,null,null,null,null,null,61,{"$f":"COUNTIFS(B$6:B$91,T6)","v":1}]
[null,68,-0.75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,62,0]
[null,77,1.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,63,1]
[null,75,1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,64,2]
[null,61,-2.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,65,3]
[null,78,1.75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,66,3]
[null,69,-0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,67,5]
[null,70,-0.25,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,68,5]
[null,75,1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,69,6]
[null,73,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,8]
[null,71,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,71,10]
[null,70,-0.25,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,72,9]
[null,72,0.25,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,73,8]
[null,69,-0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,74,6]
[null,79,2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,75,6]
[null,71,0,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,76,4]
[null,67,-1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,77,4]
[null,73,0.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,78,1]
[null,63,-2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,79,2]
[null,74,0.75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,80,0]
[null,76,1.25,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,1]
[null,65,-1.5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,82,0]
[null,75,1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,1]
[null,72,0.25]
[null,76,1.25]
[null,71,0]
[null,70,-0.25]
[null,64,-1.75]
[null,74,0.75]
[null,83,3]
[null,65,-1.5]
[null,74,0.75]
[null,67,-1]
[null,72,0.25]
[null,71,0]
[null,68,-0.75]
[null,74,0.75]
[null,73,0.5]
[null,70,-0.25]
[null,74,0.75]
[null,76,1.25]
[null,69,-0.5]
[null,71,0]
[null,72,0.25]
[null,77,1.5]
[null,66,-1.25]
[null,77,1.5]
[null,70,-0.25]
[null,64,-1.75]
[null,66,-1.25]
[null,70,-0.25]
[null,71,0]
[null,70,-0.25]
[null,72,0.25]
[null,68,-0.75]
[null,71,0]
[null,70,-0.25]
[null,75,1]
[null,67,-1]
[null,69,-0.5]
[null,75,1]
[null,67,-1]
[null,73,0.5]
[null,72,0.25]
[null,79,2]
[null,71,0]
[null,74,0.75]
[null,68,-0.75]
[null,72,0.25]
[null,72,0.25]
[null,67,-1]
[null,71,0]
[null,76,1.25]
[null,73,0.5]
[null,69,-0.5]
[null,71,0]
[null,73,0.5]
[null,68,-0.75]
[null,73,0.5]
[null,65,-1.5]
[null,69,-0.5]
[null,72,0.25]
[null,66,-1.25]
[null,75,1]
[null,81,2.5]
[null,77,1.5]

{"sheet":"Empirical Rule","index":52,"n_rows":112,"n_cols":23,"rows_kept":112,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) using the Empirical Rule:"]
[null,"The Empirical Rule can determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for a bell-shape or normal distribution (symmetric distribution)"]
[null,"Empirical Rule:"]
[null,"Approximately 68% of the data values will be within 1 Standard Deviation of the Mean"]
[null,"Approximately 95% of the data values will be within 2 Standard Deviations of the Mean"]
[null,"Approximately 99% of the data values (almost all the data) will be within 3 Standard Deviations of Mean"]
[null,"* MUCH more about Normal Distribution / Bell Shaped Distribution and the Empirical Rule later in the class."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,"Empirical Rule:"]
[null,"About 99.0% of the values will lie between +/- 3 SD",null,null,null,null,null,null,null,"25 SD event article:",null,"https://paulclaireaux.com/the-bankers-standard-deviations/"]
[null,"About 95.0% of the values will lie between +/- 2 SD"]
[null,"About 68.0% of the values will lie between +/- 1 SD"]
[]
[null,"Mean Height",71,null,"*assuming population distribution is bell shaped."]
[null,"SD",4]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"heights"]
[null,"z",1]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C37),COLUMN(C37),4)&\": \"&_xlfn.FORMULATEXT(C37),\"\")","v":""}]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C38),\"About \"&TEXT(K35,\"0%\")&\" of the \"&L35&\" will be between \"&TEXT(C37,\"0\\\"\"\")&\" and \"&TEXT(C38,\"0\\\"\"\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C38),COLUMN(C38),4)&\": \"&_xlfn.FORMULATEXT(C38),\"\")","v":""}]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"heights",null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C42),\"About \"&TEXT(K39,\"0%\")&\" of the \"&L39&\" will be between \"&TEXT(C41,\"0\\\"\"\")&\" and \"&TEXT(C42,\"0\\\"\"\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[null,"99% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"heights",null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C46),\"About \"&TEXT(K43,\"0%\")&\" of the \"&L43&\" will be between \"&TEXT(C45,\"0\\\"\"\")&\" and \"&TEXT(C46,\"0\\\"\"\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[]
[null,"Empirical Rule:"]
[null,"About 99.0% of the values will lie between +/- 3 SD"]
[null,"About 95.0% of the values will lie between +/- 2 SD"]
[null,"About 68.0% of the values will lie between +/- 1 SD"]
[]
[null,"Mean Gas Price",4.01,null,"*assuming population distribution is bell shaped.",null,null,null,null,"Chapter 6 and later we will be using this rule to check reasonableness of peoples claims."]
[null,"SD",0.12]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"prices"]
[null,"z",1]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C57),COLUMN(C57),4)&\": \"&_xlfn.FORMULATEXT(C57),\"\")","v":""}]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C58),\"About \"&TEXT(K55,\"0%\")&\" of the \"&L55&\" will be between \"&TEXT(C57,\"$0.00\")&\" and \"&TEXT(C58,\"$0.00\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C58),COLUMN(C58),4)&\": \"&_xlfn.FORMULATEXT(C58),\"\")","v":""}]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"prices",null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C62),\"About \"&TEXT(K59,\"0%\")&\" of the \"&L59&\" will be between \"&TEXT(C61,\"$0.00\")&\" and \"&TEXT(C62,\"$0.00\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[null,"99% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"prices",null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C65),COLUMN(C65),4)&\": \"&_xlfn.FORMULATEXT(C65),\"\")","v":""}]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C66),\"About \"&TEXT(K63,\"0%\")&\" of the \"&L63&\" will be between \"&TEXT(C65,\"$0.00\")&\" and \"&TEXT(C66,\"$0.00\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[]
[null,"Empirical Rule:"]
[null,"About 99.0% of the values will lie between +/- 3 SD"]
[null,"About 95.0% of the values will lie between +/- 2 SD"]
[null,"About 68.0% of the values will lie between +/- 1 SD",null,null,null,"Chapter 6 and later we will be using this rule to check whether production machines are filling correctly"]
[]
[null,"Mean Cereal Box Weight",32,"oz.","*assuming population distribution is bell shaped."]
[null,"SD",0.35,"oz."]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"weight"]
[null,"z",1]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C77),COLUMN(C77),4)&\": \"&_xlfn.FORMULATEXT(C77),\"\")","v":""}]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C78),\"About \"&TEXT(K75,\"0%\")&\" of the \"&L75&\" will be between \"&TEXT(C77,\"0.00 oz.\")&\" and \"&TEXT(C78,\"0.00 oz.\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C78),COLUMN(C78),4)&\": \"&_xlfn.FORMULATEXT(C78),\"\")","v":""}]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"weight",null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C82),\"About \"&TEXT(K79,\"0%\")&\" of the \"&L79&\" will be between \"&TEXT(C81,\"0.00 oz.\")&\" and \"&TEXT(C82,\"0.00 oz.\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"weight",null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C86),\"About \"&TEXT(K83,\"0%\")&\" of the \"&L83&\" will be between \"&TEXT(C85,\"0.00 oz.\")&\" and \"&TEXT(C86,\"0.00 oz.\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,""]
[]
[]
[null,"Empirical Rule Areas:"]
[null,"SD","%","1/2 area"]
[null," +/- 1 SD",0.68,{"$f":"C91/2","v":0.34},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D91),COLUMN(D91),4)&\": \"&_xlfn.FORMULATEXT(D91),\"\")","v":"Cell D91: =C91/2"}]
[null," +/- 2 SD",0.95,{"$f":"C92/2","v":0.47499999999999998},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D92),COLUMN(D92),4)&\": \"&_xlfn.FORMULATEXT(D92),\"\")","v":"Cell D92: =C92/2"}]
[null," +/- 3 SD",0.99,{"$f":"C93/2","v":0.495},null,null,"Cell D93: =C93/2"]
[]
[null,"Mean Gas Price",{"$f":"C53","v":4.01}]
[null,"SD",0.12]
[null,{"$f":"\"What is the probability of getting a gas price between \"&DOLLAR(C98)&\" and \"&DOLLAR(C99)&\"?\"","v":"What is the probability of getting a gas price between $4.01 and $4.25?"}]
[null,"Lower X",4.01]
[null,"Upper X",4.25]
[null,"Lower Z",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C100),COLUMN(C100),4)&\": \"&_xlfn.FORMULATEXT(C100),\"\")","v":""}]
[null,"Upper Z",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.NORM.S.DIST(C101,1)-_xlfn.NORM.S.DIST(C100,1)","v":0},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C101),COLUMN(C101),4)&\": \"&_xlfn.FORMULATEXT(C101),\"\")","v":""}]
[null,"Probability",null,{"$f":"IF(ISNUMBER(C102),\"The probability of getting a gas price between \"&DOLLAR(C98)&\" and \"&DOLLAR(C99)&\" is approximately \"&TEXT(C102,\"0.0%\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,{"$f":"\"What is the probability of getting a gas price between \"&DOLLAR(C104)&\" and \"&DOLLAR(C105)&\"?\"","v":"What is the probability of getting a gas price between $3.77 and $4.13?"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",3.7699999999999996,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",4.13,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower Z",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper Z",null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.NORM.S.DIST(C107,1)-_xlfn.NORM.S.DIST(C106,1)","v":0},null,null,null,null,null,null,null,null,""]
[null,"Probability",null,{"$f":"IF(ISNUMBER(C108),\"The probability of getting a gas price between \"&DOLLAR(C104)&\" and \"&DOLLAR(C105)&\" is approximately \"&TEXT(C108,\"0.0%\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,{"$f":"\"What is the probability of getting a gas price above \"&DOLLAR(C110)","v":"What is the probability of getting a gas price above $3.89"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"X Value",3.8899999999999997,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Z Value",null,null,null,null,null,null,null,null,null,null,null,{"$f":"1-_xlfn.NORM.S.DIST(C111,1)","v":0.5},null,null,null,null,null,null,null,null,""]
[null,"Probability",null,{"$f":"IF(ISNUMBER(C112),\"The probability of getting a gas price above \"&DOLLAR(C110)&\" is approximately \"&TEXT(C112,\"0.0%\"),\"\")","v":""},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]

{"sheet":"Empirical Rule (an)","index":53,"n_rows":112,"n_cols":23,"rows_kept":112,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) using the Empirical Rule:"]
[null,"The Empirical Rule can determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for a bell-shape or normal distribution (symmetric distribution)"]
[null,"Empirical Rule:"]
[null,"Approximately 68% of the data values will be within 1 Standard Deviation of the Mean"]
[null,"Approximately 95% of the data values will be within 2 Standard Deviations of the Mean"]
[null,"Approximately 99% of the data values (almost all the data) will be within 3 Standard Deviations of Mean"]
[null,"* MUCH more about Normal Distribution / Bell Shaped Distribution and the Empirical Rule later in the class."]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,59,{"$f":"V25/12","v":4.916666666666667}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,60,{"$f":"V26/12","v":5}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,61,5.083333333333333]
[null,"Empirical Rule:",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,62,5.166666666666667]
[null,"About 99.0% of the values will lie between +/- 3 SD",null,null,null,null,null,null,null,"25 SD event article:",null,"https://paulclaireaux.com/the-bankers-standard-deviations/",null,null,null,null,null,null,null,null,null,63,5.25]
[null,"About 95.0% of the values will lie between +/- 2 SD",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,64,5.333333333333333]
[null,"About 68.0% of the values will lie between +/- 1 SD",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,65,5.416666666666667]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,66,5.5]
[null,"Mean Height",71,null,"*assuming population distribution is bell shaped.",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,67,5.583333333333333]
[null,"SD",4,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,68,5.666666666666667]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"heights",null,null,null,null,null,null,null,null,null,69,5.75]
[null,"z",1,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,70,5.833333333333333]
[null,"Lower X",{"$f":"C33-C36*C34","v":67},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C37),COLUMN(C37),4)&\": \"&_xlfn.FORMULATEXT(C37),\"\")","v":"Cell C37: =C33-C36*C34"},null,null,null,null,null,null,null,71,5.916666666666667]
[null,"Upper X",{"$f":"C33+C36*C34","v":75},{"$f":"IF(ISNUMBER(C38),\"About \"&TEXT(K35,\"0%\")&\" of the \"&L35&\" will be between \"&TEXT(C37,\"0\\\"\"\")&\" and \"&TEXT(C38,\"0\\\"\"\"),\"\")","v":"About 68% of the heights will be between 67\" and 75\""},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C38),COLUMN(C38),4)&\": \"&_xlfn.FORMULATEXT(C38),\"\")","v":"Cell C38: =C33+C36*C34"},null,null,null,null,null,null,null,72,6]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"heights",null,"",null,null,null,null,null,null,null,73,6.083333333333333]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,74,6.166666666666667]
[null,"Lower X",{"$f":"C33-C40*C34","v":63},null,null,null,null,null,null,null,null,null,null,"Cell C41: =C33-C40*C34",null,null,null,null,null,null,null,75,6.25]
[null,"Upper X",{"$f":"C33+C40*C34","v":79},{"$f":"IF(ISNUMBER(C42),\"About \"&TEXT(K39,\"0%\")&\" of the \"&L39&\" will be between \"&TEXT(C41,\"0\\\"\"\")&\" and \"&TEXT(C42,\"0\\\"\"\"),\"\")","v":"About 95% of the heights will be between 63\" and 79\""},null,null,null,null,null,null,null,null,null,"Cell C42: =C33+C40*C34",null,null,null,null,null,null,null,76,6.333333333333333]
[null,"99% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"heights",null,"",null,null,null,null,null,null,null,77,6.416666666666667]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,78,6.5]
[null,"Lower X",{"$f":"C33-C44*C34","v":59},null,null,null,null,null,null,null,null,null,null,"Cell C45: =C33-C44*C34",null,null,null,null,null,null,null,79,6.583333333333333]
[null,"Upper X",{"$f":"C33+C44*C34","v":83},{"$f":"IF(ISNUMBER(C46),\"About \"&TEXT(K43,\"0%\")&\" of the \"&L43&\" will be between \"&TEXT(C45,\"0\\\"\"\")&\" and \"&TEXT(C46,\"0\\\"\"\"),\"\")","v":"About 99% of the heights will be between 59\" and 83\""},null,null,null,null,null,null,null,null,null,"Cell C46: =C33+C44*C34",null,null,null,null,null,null,null,80,6.666666666666667]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,81,6.75]
[null,"Empirical Rule:",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,82,6.833333333333333]
[null,"About 99.0% of the values will lie between +/- 3 SD",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,83,6.916666666666667]
[null,"About 95.0% of the values will lie between +/- 2 SD"]
[null,"About 68.0% of the values will lie between +/- 1 SD"]
[]
[null,"Mean Gas Price",4.01,null,"*assuming population distribution is bell shaped.",null,null,null,null,"Chapter 6 and later we will be using this rule to check reasonableness of peoples claims."]
[null,"SD",0.12]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"prices"]
[null,"z",1]
[null,"Lower X",{"$f":"$C$53-C56*$C$54","v":3.8899999999999997},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C57),COLUMN(C57),4)&\": \"&_xlfn.FORMULATEXT(C57),\"\")","v":"Cell C57: =$C$53-C56*$C$54"}]
[null,"Upper X",{"$f":"$C$53+C56*$C$54","v":4.13},{"$f":"IF(ISNUMBER(C58),\"About \"&TEXT(K55,\"0%\")&\" of the \"&L55&\" will be between \"&TEXT(C57,\"$0.00\")&\" and \"&TEXT(C58,\"$0.00\"),\"\")","v":"About 68% of the prices will be between $3.89 and $4.13"},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C58),COLUMN(C58),4)&\": \"&_xlfn.FORMULATEXT(C58),\"\")","v":"Cell C58: =$C$53+C56*$C$54"}]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"prices",null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$53-C60*$C$54","v":3.7699999999999996},null,null,null,null,null,null,null,null,null,null,"Cell C61: =$C$53-C60*$C$54"]
[null,"Upper X",{"$f":"$C$53+C60*$C$54","v":4.25},{"$f":"IF(ISNUMBER(C62),\"About \"&TEXT(K59,\"0%\")&\" of the \"&L59&\" will be between \"&TEXT(C61,\"$0.00\")&\" and \"&TEXT(C62,\"$0.00\"),\"\")","v":"About 95% of the prices will be between $3.77 and $4.25"},null,null,null,null,null,null,null,null,null,"Cell C62: =$C$53+C60*$C$54"]
[null,"99% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"prices",null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$53-C64*$C$54","v":3.65},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C65),COLUMN(C65),4)&\": \"&_xlfn.FORMULATEXT(C65),\"\")","v":"Cell C65: =$C$53-C64*$C$54"}]
[null,"Upper X",{"$f":"$C$53+C64*$C$54","v":4.37},{"$f":"IF(ISNUMBER(C66),\"About \"&TEXT(K63,\"0%\")&\" of the \"&L63&\" will be between \"&TEXT(C65,\"$0.00\")&\" and \"&TEXT(C66,\"$0.00\"),\"\")","v":"About 99% of the prices will be between $3.65 and $4.37"},null,null,null,null,null,null,null,null,null,"Cell C66: =$C$53+C64*$C$54"]
[]
[null,"Empirical Rule:"]
[null,"About 99.0% of the values will lie between +/- 3 SD"]
[null,"About 95.0% of the values will lie between +/- 2 SD"]
[null,"About 68.0% of the values will lie between +/- 1 SD",null,null,null,"Chapter 6 and later we will be using this rule to check whether production machines are filling correctly"]
[]
[null,"Mean Cereal Box Weight",32,"oz.","*assuming population distribution is bell shaped."]
[null,"SD",0.35,"oz."]
[null,"68% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.68,"weight"]
[null,"z",1]
[null,"Lower X",{"$f":"$C$73-C76*$C$74","v":31.65},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C77),COLUMN(C77),4)&\": \"&_xlfn.FORMULATEXT(C77),\"\")","v":"Cell C77: =$C$73-C76*$C$74"}]
[null,"Upper X",{"$f":"$C$73+C76*$C$74","v":32.35},{"$f":"IF(ISNUMBER(C78),\"About \"&TEXT(K75,\"0%\")&\" of the \"&L75&\" will be between \"&TEXT(C77,\"0.00 oz.\")&\" and \"&TEXT(C78,\"0.00 oz.\"),\"\")","v":"About 68% of the weight will be between 31.65 oz. and 32.35 oz."},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C78),COLUMN(C78),4)&\": \"&_xlfn.FORMULATEXT(C78),\"\")","v":"Cell C78: =$C$73+C76*$C$74"}]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.95,"weight",null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$73-C80*$C$74","v":31.3},null,null,null,null,null,null,null,null,null,null,"Cell C81: =$C$73-C80*$C$74"]
[null,"Upper X",{"$f":"$C$73+C80*$C$74","v":32.700000000000003},{"$f":"IF(ISNUMBER(C82),\"About \"&TEXT(K79,\"0%\")&\" of the \"&L79&\" will be between \"&TEXT(C81,\"0.00 oz.\")&\" and \"&TEXT(C82,\"0.00 oz.\"),\"\")","v":"About 95% of the weight will be between 31.30 oz. and 32.70 oz."},null,null,null,null,null,null,null,null,null,"Cell C82: =$C$73+C80*$C$74"]
[null,"95% of the values lie between what two values?",null,null,null,null,null,null,null,null,0.99,"weight",null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$73-C84*$C$74","v":30.95},null,null,null,null,null,null,null,null,null,null,"Cell C85: =$C$73-C84*$C$74"]
[null,"Upper X",{"$f":"$C$73+C84*$C$74","v":33.049999999999997},{"$f":"IF(ISNUMBER(C86),\"About \"&TEXT(K83,\"0%\")&\" of the \"&L83&\" will be between \"&TEXT(C85,\"0.00 oz.\")&\" and \"&TEXT(C86,\"0.00 oz.\"),\"\")","v":"About 99% of the weight will be between 30.95 oz. and 33.05 oz."},null,null,null,null,null,null,null,null,null,"Cell C86: =$C$73+C84*$C$74"]
[]
[]
[null,"Empirical Rule Areas:"]
[null,"SD","%","1/2 area"]
[null," +/- 1 SD",0.68,{"$f":"C91/2","v":0.34},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D91),COLUMN(D91),4)&\": \"&_xlfn.FORMULATEXT(D91),\"\")","v":"Cell D91: =C91/2"}]
[null," +/- 2 SD",0.95,{"$f":"C92/2","v":0.47499999999999998},null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(D92),COLUMN(D92),4)&\": \"&_xlfn.FORMULATEXT(D92),\"\")","v":"Cell D92: =C92/2"}]
[null," +/- 3 SD",0.99,{"$f":"C93/2","v":0.495},null,null,"Cell D93: =C93/2"]
[]
[null,"Mean Gas Price",{"$f":"C53","v":4.01}]
[null,"SD",0.12]
[null,{"$f":"\"What is the probability of getting a gas price between \"&DOLLAR(C98)&\" and \"&DOLLAR(C99)&\"?\"","v":"What is the probability of getting a gas price between $4.01 and $4.25?"}]
[null,"Lower X",4.01]
[null,"Upper X",4.25]
[null,"Lower Z",{"$f":"(C98-$C$95)/$C$96","v":0},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C100),COLUMN(C100),4)&\": \"&_xlfn.FORMULATEXT(C100),\"\")","v":"Cell C100: =(C98-$C$95)/$C$96"}]
[null,"Upper Z",{"$f":"(C99-$C$95)/$C$96","v":2.0000000000000018},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.NORM.S.DIST(C101,1)-_xlfn.NORM.S.DIST(C100,1)","v":0.4772498680518209},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C101),COLUMN(C101),4)&\": \"&_xlfn.FORMULATEXT(C101),\"\")","v":"Cell C101: =(C99-$C$95)/$C$96"}]
[null,"Probability",{"$f":"D92","v":0.47499999999999998},{"$f":"IF(ISNUMBER(C102),\"The probability of getting a gas price between \"&DOLLAR(C98)&\" and \"&DOLLAR(C99)&\" is approximately \"&TEXT(C102,\"0.0%\"),\"\")","v":"The probability of getting a gas price between $4.01 and $4.25 is approximately 47.5%"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Cell C102: =D92"]
[null,{"$f":"\"What is the probability of getting a gas price between \"&DOLLAR(C104)&\" and \"&DOLLAR(C105)&\"?\"","v":"What is the probability of getting a gas price between $3.77 and $4.13?"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",3.7699999999999996,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",4.13,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower Z",{"$f":"(C104-$C$95)/$C$96","v":-2.0000000000000018},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Cell C106: =(C104-$C$95)/$C$96"]
[null,"Upper Z",{"$f":"(C105-$C$95)/$C$96","v":1.0000000000000009},null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.NORM.S.DIST(C107,1)-_xlfn.NORM.S.DIST(C106,1)","v":0.81859461412036416},null,null,null,null,null,null,null,null,"Cell C107: =(C105-$C$95)/$C$96"]
[null,"Probability",{"$f":"D92+D91","v":0.81499999999999995},{"$f":"IF(ISNUMBER(C108),\"The probability of getting a gas price between \"&DOLLAR(C104)&\" and \"&DOLLAR(C105)&\" is approximately \"&TEXT(C108,\"0.0%\"),\"\")","v":"The probability of getting a gas price between $3.77 and $4.13 is approximately 81.5%"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Cell C108: =D92+D91"]
[null,{"$f":"\"What is the probability of getting a gas price above \"&DOLLAR(C110)","v":"What is the probability of getting a gas price above $3.89"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"X Value",3.8899999999999997,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"Z Value",{"$f":"(C110-C95)/C96","v":-1.0000000000000009},null,null,null,null,null,null,null,null,null,null,{"$f":"1-_xlfn.NORM.S.DIST(C111,1)","v":0.84134474606854326},null,null,null,null,null,null,null,null,"Cell C111: =(C110-C95)/C96"]
[null,"Probability",{"$f":"0.5+D91","v":0.84000000000000008},{"$f":"IF(ISNUMBER(C112),\"The probability of getting a gas price above \"&DOLLAR(C110)&\" is approximately \"&TEXT(C112,\"0.0%\"),\"\")","v":"The probability of getting a gas price above $3.89 is approximately 84.0%"},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Cell C112: =0.5+D91"]

{"sheet":"Chebyshev","index":54,"n_rows":66,"n_cols":13,"rows_kept":66,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) using Chebyshev's Theorem:"]
[null,"Russian Mathematician, P.L. Chebyshev (1821-1894)"]
[null,"Chebyshev's Theorem"]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for any shape distribution"]
[null,"For example: 75% of the students must have a test score between 34 and 86"]
[null,"Rule: At least (1 - 1/z^2) of the values in any data set will be  within z standard deviations of the mean, where z is  any value greater than 1."]
[null,"Real power of this Theorem: Applies to any data set regardless of the shape of the distribution of the data!"]
[null,"At least 0.75, or 75.00%, of the data values must be within z = 2 standard deviations of the mean"]
[null,"At least 0.89, or 89.00%, of the data values must be within z = 3 standard deviations of the mean"]
[null,"At least 0.94, or 94.00%, of the data values must be within z = 4 standard deviations of the mean"]
[]
[]
[]
[]
[]
[]
[]
[null,"Test Mean",60,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C19),COLUMN(C19),4)&\": \"&_xlfn.FORMULATEXT(C19),\"\")","v":""}]
[null,"Test SD",13,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C20),COLUMN(C20),4)&\": \"&_xlfn.FORMULATEXT(C20),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"We want to know what proportion of test scores must lie between +/- 2 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,""]
[null,"Proportion",null,{"$f":"IF(ISNUMBER(C24),\"At least \"&TEXT(C24,\"0.0%\")&\", of the data values must be within +/- \"&C23&\" SD of the Mean\",\"\")","v":""},null,null,null,null,null,null,null,null,""]
[null,"Given the Proportions from Chebyshev's Theorem, what are the low and high values?",null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C27),\"At least \"&TEXT(C24,\"0.0%\")&\", of the data values must be within \"&C26&\" and \"&C27,\"\")","v":""},null,null,null,null,null,null,null,null,""]
[null,"We want to know what proportion of test scores must lie between +/- 3 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,""]
[null,"Proportion",null,{"$f":"IF(ISNUMBER(C30),\"At least \"&TEXT(C30,\"0.0%\")&\", of the data values must be within +/- \"&C29&\" SD of the Mean\",\"\")","v":""},null,null,null,null,null,null,null,null,""]
[null,"Given the Proportions from Chebyshev's Theorem, what are the low and high values?",null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",null,null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",null,{"$f":"IF(ISNUMBER(C33),\"At least \"&TEXT(C30,\"0.0%\")&\", of the data values must be within \"&C32&\" and \"&C33,\"\")","v":""},null,null,null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[]
[]
[]
[null,{"$f":"\"According to Chebyshev's Theorem, at least what percent of any data set will be within \"&C39&\" standard deviation of the mean?\"","v":"According to Chebyshev's Theorem, at least what percent of any data set will be within 1.8 standard deviation of the mean?"},null,null,null,null,null,null,null,null,null,null,""]
[null,"z",1.8,null,null,null,null,null,null,null,null,null,""]
[null,"Percent:",null,{"$f":"IF(C40=\"\",\"\",\"Accoring to Chebyshev's Theorem, at least \"&TEXT(C40,\"0.00%\")&\" of any data set will be within +/- 1.8 standard deviation of the mean.\")","v":""},null,null,null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C42),COLUMN(C42),4)&\": \"&_xlfn.FORMULATEXT(C42),\"\")","v":""}]
[null,"We want to know what proportion of test scores must lie between +/- 2 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C44),COLUMN(C44),4)&\": \"&_xlfn.FORMULATEXT(C44),\"\")","v":""}]
[null,"z = # sd",2,null,null,null,null,null,null,null,null,null,""]
[null,"Chebyshev's Theorem",null,null,null,null,null,null,null,null,null,null,"Cell C46: =$C$19-C43*$C$20"]
[null,"Proportion",0.75,null,null,null,null,null,null,null,null,null,"Cell C47: =$C$19+C43*$C$20"]
[null,"Lower X",{"$f":"$C$19-C43*$C$20","v":34},null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",{"$f":"$C$19+C43*$C$20","v":86},{"$f":"IF(ISNUMBER(C47),\"At least \"&TEXT(C45,\"0.0%\")&\", of the data values must be within \"&C46&\" and \"&C47,\"\")","v":"At least 75.0%, of the data values must be within 34 and 86"},null,null,null,null,null,null,null,null,""]
[null,"Empirical Rule",null,null,null,null,null,null,null,null,null,null,"Cell C50: =$C$19-C43*$C$20"]
[null,"Proportion",0.95,null,null,null,null,null,null,null,null,null,"Cell C51: =$C$19+C43*$C$20"]
[null,"Lower X",{"$f":"$C$19-C43*$C$20","v":34},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(#REF!),COLUMN(#REF!),4)&\": \"&_xlfn.FORMULATEXT(#REF!),\"\")","v":{"$error":"#REF!"}}]
[null,"Upper X",{"$f":"$C$19+C43*$C$20","v":86},{"$f":"IF(ISNUMBER(C51),\"At least \"&TEXT(C49,\"0.0%\")&\", of the data values must be within \"&C50&\" and \"&C51,\"\")","v":"At least 95.0%, of the data values must be within 34 and 86"},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(#REF!),COLUMN(#REF!),4)&\": \"&_xlfn.FORMULATEXT(#REF!),\"\")","v":{"$error":"#REF!"}}]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[]
[]
[]
[]
[]
[]
[]
[null,"Chebyshev's Theorem: Proportion of data values that lie between +/- a given number of standard deviations"]
[null,"Rule: At least (1 - 1/z^2) of the values in any data set will be within z standard deviations of the mean, where z is any value greater than 1.\n"]
[null,"Real power of this Theorem: Applies to any data set regardless of the shape of the distribution of the data!"]
[null,"Chebyshev's Theorem:"]
[null,"At least 0.75, or 75.00%, of the data values must be within z = 2 standard deviations of the mean"]
[null,"At least 0.89, or 89.00%, of the data values must be within z = 3 standard deviations of the mean"]
[null,"At least 0.94, or 94.00%, of the data values must be within z = 4 standard deviations of the mean"]

{"sheet":"Chebyshev (an)","index":55,"n_rows":66,"n_cols":13,"rows_kept":66,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) using Chebyshev's Theorem:"]
[null,"Russian Mathematician, P.L. Chebyshev (1821-1894)"]
[null,"Chebyshev's Theorem"]
[null,"Determine the proportion of data values that lie between +/- a given number of standard deviations (z-score) for any shape distribution"]
[null,"For example: 75% of the students must have a test score between 34 and 86"]
[null,"Rule: At least (1 - 1/z^2) of the values in any data set will be  within z standard deviations of the mean, where z is  any value greater than 1."]
[null,"Real power of this Theorem: Applies to any data set regardless of the shape of the distribution of the data!"]
[null,"At least 0.75, or 75.00%, of the data values must be within z = 2 standard deviations of the mean"]
[null,"At least 0.89, or 89.00%, of the data values must be within z = 3 standard deviations of the mean"]
[null,"At least 0.94, or 94.00%, of the data values must be within z = 4 standard deviations of the mean"]
[]
[]
[]
[]
[]
[]
[]
[null,"Test Mean",60,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C19),COLUMN(C19),4)&\": \"&_xlfn.FORMULATEXT(C19),\"\")","v":""}]
[null,"Test SD",13,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C20),COLUMN(C20),4)&\": \"&_xlfn.FORMULATEXT(C20),\"\")","v":""}]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,"We want to know what proportion of test scores must lie between +/- 2 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,""]
[null,"z",2,null,null,null,null,null,null,null,null,null,""]
[null,"Proportion",{"$f":"1-1/C23^2","v":0.75},{"$f":"IF(ISNUMBER(C24),\"At least \"&TEXT(C24,\"0.0%\")&\", of the data values must be within +/- \"&C23&\" SD of the Mean\",\"\")","v":"At least 75.0%, of the data values must be within +/- 2 SD of the Mean"},null,null,null,null,null,null,null,null,"Cell C24: =1-1/C23^2"]
[null,"Given the Proportions from Chebyshev's Theorem, what are the low and high values?",null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$19-C23*$C$20","v":34},null,null,null,null,null,null,null,null,null,"Cell C26: =$C$19-C23*$C$20"]
[null,"Upper X",{"$f":"$C$19+C23*$C$20","v":86},{"$f":"IF(ISNUMBER(C27),\"At least \"&TEXT(C24,\"0.0%\")&\", of the data values must be within \"&C26&\" and \"&C27,\"\")","v":"At least 75.0%, of the data values must be within 34 and 86"},null,null,null,null,null,null,null,null,"Cell C27: =$C$19+C23*$C$20"]
[null,"We want to know what proportion of test scores must lie between +/- 3 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,""]
[null,"z",3,null,null,null,null,null,null,null,null,null,""]
[null,"Proportion",{"$f":"1-1/C29^2","v":0.88888888888888884},{"$f":"IF(ISNUMBER(C30),\"At least \"&TEXT(C30,\"0.0%\")&\", of the data values must be within +/- \"&C29&\" SD of the Mean\",\"\")","v":"At least 88.9%, of the data values must be within +/- 3 SD of the Mean"},null,null,null,null,null,null,null,null,"Cell C30: =1-1/C29^2"]
[null,"Given the Proportions from Chebyshev's Theorem, what are the low and high values?",null,null,null,null,null,null,null,null,null,null,""]
[null,"Lower X",{"$f":"$C$19-C29*$C$20","v":21},null,null,null,null,null,null,null,null,null,"Cell C32: =$C$19-C29*$C$20"]
[null,"Upper X",{"$f":"$C$19+C29*$C$20","v":99},{"$f":"IF(ISNUMBER(C33),\"At least \"&TEXT(C30,\"0.0%\")&\", of the data values must be within \"&C32&\" and \"&C33,\"\")","v":"At least 88.9%, of the data values must be within 21 and 99"},null,null,null,null,null,null,null,null,"Cell C33: =$C$19+C29*$C$20"]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[]
[]
[]
[null,{"$f":"\"According to Chebyshev's Theorem, at least what percent of any data set will be within \"&C39&\" standard deviation of the mean?\"","v":"According to Chebyshev's Theorem, at least what percent of any data set will be within 1.8 standard deviation of the mean?"},null,null,null,null,null,null,null,null,null,null,""]
[null,"z",1.8,null,null,null,null,null,null,null,null,null,""]
[null,"Percent:",{"$f":"1-1/C39^2","v":0.69135802469135799},{"$f":"IF(C40=\"\",\"\",\"Accoring to Chebyshev's Theorem, at least \"&TEXT(C40,\"0.00%\")&\" of any data set will be within +/- 1.8 standard deviation of the mean.\")","v":"Accoring to Chebyshev's Theorem, at least 69.14% of any data set will be within +/- 1.8 standard deviation of the mean."},null,null,null,null,null,null,null,null,"Cell C40: =1-1/C39^2"]
[null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C42),COLUMN(C42),4)&\": \"&_xlfn.FORMULATEXT(C42),\"\")","v":""}]
[null,"We want to know what proportion of test scores must lie between +/- 2 SD of the Mean?",null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C44),COLUMN(C44),4)&\": \"&_xlfn.FORMULATEXT(C44),\"\")","v":""}]
[null,"z = # sd",2,null,null,null,null,null,null,null,null,null,""]
[null,"Chebyshev's Theorem",null,null,null,null,null,null,null,null,null,null,"Cell C46: =$C$19-C43*$C$20"]
[null,"Proportion",0.75,null,null,null,null,null,null,null,null,null,"Cell C47: =$C$19+C43*$C$20"]
[null,"Lower X",{"$f":"$C$19-C43*$C$20","v":34},null,null,null,null,null,null,null,null,null,""]
[null,"Upper X",{"$f":"$C$19+C43*$C$20","v":86},{"$f":"IF(ISNUMBER(C47),\"At least \"&TEXT(C45,\"0.0%\")&\", of the data values must be within \"&C46&\" and \"&C47,\"\")","v":"At least 75.0%, of the data values must be within 34 and 86"},null,null,null,null,null,null,null,null,""]
[null,"Empirical Rule",null,null,null,null,null,null,null,null,null,null,"Cell C50: =$C$19-C43*$C$20"]
[null,"Proportion",0.95,null,null,null,null,null,null,null,null,null,"Cell C51: =$C$19+C43*$C$20"]
[null,"Lower X",{"$f":"$C$19-C43*$C$20","v":34},null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(#REF!),COLUMN(#REF!),4)&\": \"&_xlfn.FORMULATEXT(#REF!),\"\")","v":{"$error":"#REF!"}}]
[null,"Upper X",{"$f":"$C$19+C43*$C$20","v":86},{"$f":"IF(ISNUMBER(C51),\"At least \"&TEXT(C49,\"0.0%\")&\", of the data values must be within \"&C50&\" and \"&C51,\"\")","v":"At least 95.0%, of the data values must be within 34 and 86"},null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(#REF!),COLUMN(#REF!),4)&\": \"&_xlfn.FORMULATEXT(#REF!),\"\")","v":{"$error":"#REF!"}}]
[null,null,null,null,null,null,null,null,null,null,null,null,""]
[]
[]
[]
[]
[]
[]
[]
[null,"Chebyshev's Theorem: Proportion of data values that lie between +/- a given number of standard deviations"]
[null,"Rule: At least (1 - 1/z^2) of the values in any data set will be within z standard deviations of the mean, where z is any value greater than 1.\n"]
[null,"Real power of this Theorem: Applies to any data set regardless of the shape of the distribution of the data!"]
[null,"Chebyshev's Theorem:"]
[null,"At least 0.75, or 75.00%, of the data values must be within z = 2 standard deviations of the mean"]
[null,"At least 0.89, or 89.00%, of the data values must be within z = 3 standard deviations of the mean"]
[null,"At least 0.94, or 94.00%, of the data values must be within z = 4 standard deviations of the mean"]

{"sheet":"B & C","index":56,"n_rows":20,"n_cols":11,"rows_kept":20,"cut":false,"hidden":false,"merged":[]}
[]
[null,"If the distribution of weights for a Lettuce Filling Machine are normally distributed (Bell Shape) with a mean of 13 oz and a standard deviation of .1 oz, what percent of the values should lie between 2 standard deviations and what are the low and high values associated with the percentage?"]
[]
[null,"Mean",13,"oz"]
[null,"SD",0.1,"oz"]
[null,"# SD",2]
[null,"Percent =",0.95,null,"Empirical Rule"]
[null,"Lower Values",null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C8),COLUMN(C8),4)&\": \"&_xlfn.FORMULATEXT(C8),\"\")","v":""}]
[null,"Upper Value",null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C9),COLUMN(C9),4)&\": \"&_xlfn.FORMULATEXT(C9),\"\")","v":""}]
[null,{"$f":"IF(C9=\"\",\"\",\"Because the distribution is bell shaped, we can say that approximately \"&TEXT(C7,\"0.00%\")&\" of the values should lie between \"&C9&\" oz. and \"&C8&\" oz.\")","v":""}]
[]
[null,"Mean",13,"oz"]
[null,"SD",0.1,"oz"]
[null,"# SD",2]
[null,"Percent =",0.75,null,"Chebyshev's Theorem",null,null,{"$f":"1-1/C14^2","v":0.75}]
[null,"Lower Values",null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C16),COLUMN(C16),4)&\": \"&_xlfn.FORMULATEXT(C16),\"\")","v":""}]
[null,"Upper Value",null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C17),COLUMN(C17),4)&\": \"&_xlfn.FORMULATEXT(C17),\"\")","v":""}]
[null,{"$f":"IF(C17=\"\",\"\",\"Because the distribution is not bell shaped, we can say that approximately \"&TEXT(C15,\"0.00%\")&\" of the values should lie between \"&C17&\" oz. and \"&C16&\" oz.\")","v":""}]
[]
[null,"."]

{"sheet":"B & C (an)","index":57,"n_rows":20,"n_cols":11,"rows_kept":20,"cut":false,"hidden":false,"merged":[]}
[]
[null,"If the distribution of weights for a Lettuce Filling Machine are normally distributed (Bell Shape) with a mean of 13 oz and a standard deviation of .1 oz, what percent of the values should lie between 2 standard deviations and what are the low and high values associated with the percentage?"]
[]
[null,"Mean",13,"oz"]
[null,"SD",0.1,"oz"]
[null,"# SD",2]
[null,"Percent =",0.95,null,"Empirical Rule"]
[null,"Lower Values",{"$f":"C4-C5*C6","v":12.8},null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C8),COLUMN(C8),4)&\": \"&_xlfn.FORMULATEXT(C8),\"\")","v":"Cell C8: =C4-C5*C6"}]
[null,"Upper Value",{"$f":"C4+C5*C6","v":13.2},null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C9),COLUMN(C9),4)&\": \"&_xlfn.FORMULATEXT(C9),\"\")","v":"Cell C9: =C4+C5*C6"}]
[null,{"$f":"IF(C9=\"\",\"\",\"Because the distribution is bell shaped, we can say that approximately \"&TEXT(C7,\"0.00%\")&\" of the values should lie between \"&C9&\" oz. and \"&C8&\" oz.\")","v":"Because the distribution is bell shaped, we can say that approximately 95.00% of the values should lie between 13.2 oz. and 12.8 oz."}]
[]
[null,"Mean",13,"oz"]
[null,"SD",0.1,"oz"]
[null,"# SD",2]
[null,"Percent =",0.75,null,"Chebyshev's Theorem",null,null,{"$f":"1-1/C14^2","v":0.75}]
[null,"Lower Values",{"$f":"C12-C13*C14","v":12.8},null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C16),COLUMN(C16),4)&\": \"&_xlfn.FORMULATEXT(C16),\"\")","v":"Cell C16: =C12-C13*C14"}]
[null,"Upper Value",{"$f":"C12+C13*C14","v":13.2},null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(C17),COLUMN(C17),4)&\": \"&_xlfn.FORMULATEXT(C17),\"\")","v":"Cell C17: =C12+C13*C14"}]
[null,{"$f":"IF(C17=\"\",\"\",\"Because the distribution is not bell shaped, we can say that approximately \"&TEXT(C15,\"0.00%\")&\" of the values should lie between \"&C17&\" oz. and \"&C16&\" oz.\")","v":"Because the distribution is not bell shaped, we can say that approximately 75.00% of the values should lie between 13.2 oz. and 12.8 oz."}]
[]
[null,"."]

{"sheet":"Outliers","index":58,"n_rows":132,"n_cols":9,"rows_kept":132,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Detecting Outliers"]
[null,"Outlier"]
[null,"An outlier is an unusually small or unusually large value in a data set."]
[null,"+/- 3 Z Scores Outlier Rule"]
[null,"A data value with a z-score less than -3 or greater than +3 might be considered an outlier."]
[null,"   An outlirer might be:"]
[null,"1) an incorrectly recorded data value"]
[null,"2) a data value that was incorrectly included in the data set"]
[null,"3) a correctly recorded data value that belongs in the data set"]
[null,"In Excel, the ABS function determines the absolute value of a numner (distance away from zero)"]
[]
[]
[null,"No","Sales","z","Outlier = z >3",null,"Mean","SD","Count TRUES"]
[null,1,610.62900472613967]
[null,2,461.70058183492074]
[null,3,557.94942717780634]
[null,4,612.56976537564049]
[null,5,674.05289331183144]
[null,6,202.35]
[null,7,658.60585612510999]
[null,8,638.86869180517431]
[null,9,360.41000341867209]
[null,10,608.69815560321206]
[null,11,998.98]
[null,12,587.31488961268576]
[null,13,662.69334682364433]
[null,14,582.08234238408386]
[null,15,422.17114822402846]
[null,16,502.7009155158521]
[null,17,597.38103243460046]
[null,18,912.44289573482069]
[null,19,656.4759124418714]
[null,20,540.5760705345881]
[null,21,549.52592512235697]
[null,22,564.23710368723187]
[null,23,652.7905768159743]
[null,24,803.02440604238495]
[null,25,495.48054464138204]
[null,26,526.41364619378987]
[null,27,678.76694445377211]
[null,28,686.17225170632605]
[null,29,594.66270665132663]
[null,30,685.98620529368122]
[null,31,614.20660871787311]
[null,32,463.76157793691641]
[null,33,594.73596578460706]
[null,34,682.59964148507026]
[null,35,595.07498063607966]
[null,36,765.42500899810136]
[null,37,759.7301122019818]
[null,38,563.13716457755947]
[null,39,572.92604378458736]
[null,40,623.0441272658403]
[null,41,592.23750998975163]
[null,42,782.5634905872322]
[null,43,757.38148119755533]
[null,44,793.37321446650981]
[null,45,777.69756284818527]
[null,46,628.15715345376736]
[null,47,389.38827787626553]
[null,48,698.97541266853966]
[null,49,440.37238119337167]
[null,50,437.95907739334461]
[null,51,334.67269125018584]
[null,52,723.56725617453674]
[null,53,764.72485516568554]
[null,54,778.47166001444953]
[null,55,521.48547756818073]
[null,56,711.95205706666297]
[null,57,587.62467871155422]
[null,58,642.5954764049535]
[null,59,635.49777291075043]
[null,60,445.81032819101142]
[null,61,668.72135280963596]
[null,62,648.05590490097632]
[null,63,750.02966210552097]
[null,64,690.31706131119108]
[null,65,400.76941637916292]
[null,66,696.57472502866744]
[null,67,491.80115129502178]
[null,68,670.84630026863397]
[null,69,720.20140846028369]
[null,70,539.73652251043325]
[null,71,376.68516568571897]
[null,72,665.39301599562248]
[null,73,657.54411169784453]
[null,74,506.48312237328207]
[null,75,540.67679798439804]
[null,76,650.51458708426242]
[null,77,698.01515084317657]
[null,78,534.61055236477307]
[null,79,735.39825861770908]
[null,80,391.20150019722655]
[null,81,736.93273996731875]
[null,82,492.23162994240931]
[null,83,492.53055909354504]
[null,84,585.32769208766058]
[null,85,543.36223066686409]
[null,86,487.17634307287165]
[null,87,604.31683089941987]
[null,88,636.22396088712162]
[null,89,656.05311303774545]
[null,90,649.97149464458721]
[null,91,455.5714409446179]
[null,92,388.59068089359459]
[null,93,788.60342961313484]
[null,94,591.14004770170038]
[null,95,644.95037059038293]
[null,96,544.05265471786413]
[null,97,812.2007700645953]
[null,98,648.72828788583126]
[null,99,780.5267014044548]
[null,100,643.65794653214823]
[null,101,418.74078286113041]
[null,102,690.2508772431712]
[null,103,373.27760295215899]
[null,104,559.99312666004664]
[null,105,521.6858213323444]
[null,106,466.84285825391999]
[null,107,336.5527170492918]
[null,108,551.65472793835033]
[null,109,802.81871108558039]
[null,110,560.47578819115813]
[null,111,875.90321289018675]
[null,112,444.46280590968786]
[null,113,565.39743028298881]
[null,114,697.61950000083652]
[null,115,576.66956145191477]
[null,116,601.28556796244106]
[null,117,621.65308042377694]
[null,118,674.0756655836044]

{"sheet":"Outliers (an)","index":59,"n_rows":132,"n_cols":9,"rows_kept":132,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Detecting Outliers"]
[null,"Outlier"]
[null,"An outlier is an unusually small or unusually large value in a data set."]
[null,"+/- 3 Z Scores Outlier Rule"]
[null,"A data value with a z-score less than -3 or greater than +3 might be considered an outlier."]
[null,"   An outlirer might be:"]
[null,"1) an incorrectly recorded data value"]
[null,"2) a data value that was incorrectly included in the data set"]
[null,"3) a correctly recorded data value that belongs in the data set"]
[null,"In Excel, the ABS function determines the absolute value of a numner (distance away from zero)"]
[]
[]
[null,"No","Sales","z","Outlier = z >3",null,"Mean","SD","Count TRUES"]
[null,1,610.62900472613967,{"$f":"(C15-$G$15)/$H$15","v":4.7390692988494874E-2},{"$f":"ABS(D15)>3","v":false},null,{"$f":"AVERAGE(C15:C132)","v":604.4063289902374},{"$f":"_xlfn.STDEV.S(C15:C132)","v":131.30586078184089},{"$f":"COUNTIFS(E15:E132,TRUE)","v":2}]
[null,2,461.70058183492074,{"$f":"(C16-$G$15)/$H$15","v":-1.0868193263087944},{"$f":"ABS(D16)>3","v":false}]
[null,3,557.94942717780634,-0.3538067648756153,false]
[null,4,612.56976537564049,6.2171150143604713E-2,false]
[null,5,674.05289331183144,0.53041474239530595,false]
[null,6,202.35,-3.0619831178612573,true]
[null,7,658.60585612510999,0.41277309948047791,false]
[null,8,638.86869180517431,0.26245867937452283,false]
[null,9,360.41000341867209,-1.8582287501770758,false]
[null,10,608.69815560321206,3.2685720099770318E-2,false]
[null,11,998.98,3.0049966441736369,true]
[null,12,587.31488961268576,-0.13016509145732907,false]
[null,13,662.69334682364433,0.44390263683849068,false]
[null,14,582.08234238408386,-0.17001515753545757,false]
[null,15,422.17114822402846,-1.3878678353054243,false]
[null,16,502.7009155158521,-0.77456872731190973,false]
[null,17,597.38103243460046,-5.3503297673126511E-2,false]
[null,18,912.44289573482069,2.345946821493162,false]
[null,19,656.4759124418714,0.39655186098772394,false]
[null,20,540.5760705345881,-0.48611888361708822,false]
[null,21,549.52592512235697,-0.41795852478406803,false]
[null,22,564.23710368723187,-0.30592103858749303,false]
[null,23,652.7905768159743,0.36848505876006005,false]
[null,24,803.02440604238495,1.5126367998313728,false]
[null,25,495.48054464138204,-0.82955767320874518,false]
[null,26,526.41364619378987,-0.59397716394418265,false]
[null,27,678.76694445377211,0.5663160427171009,false]
[null,28,686.17225170632605,0.62271342824475484,false]
[null,29,594.66270665132663,-7.4205540262207964E-2,false]
[null,30,685.98620529368122,0.62129653480574887,false]
[null,31,614.20660871787311,7.4637031959437508E-2,false]
[null,32,463.76157793691641,-1.071123179238711,false]
[null,33,594.73596578460706,-7.3647612894425452E-2,false]
[null,34,682.59964148507026,0.59550512086240948,false]
[null,35,595.07498063607966,-7.1065741457354892E-2,false]
[null,36,765.42500899810136,1.2262870754519455,false]
[null,37,759.7301122019818,1.1829158446309436,false]
[null,38,563.13716457755947,-0.31429796177373137,false]
[null,39,572.92604378458736,-0.23974775397080858,false]
[null,40,623.0441272658403,0.14194186127433273,false]
[null,41,592.23750998975163,-9.2675368243491776E-2,false]
[null,42,782.5634905872322,1.3568104312799514,false]
[null,43,757.38148119755533,1.1650291258627035,false]
[null,44,793.37321446650981,1.4391351943553599,false]
[null,45,777.69756284818527,1.3197524682151385,false]
[null,46,628.15715345376736,0.1808816782595177,false]
[null,47,389.38827787626553,-1.6375358253902712,false]
[null,48,698.97541266853966,0.72021982198818058,false]
[null,49,440.37238119337167,-1.2492507708349834,false]
[null,50,437.95907739334461,-1.2676300250865253,false]
[null,51,334.67269125018584,-2.0542391339881054,false]
[null,52,723.56725617453674,0.907506538358407,false]
[null,53,764.72485516568554,1.2209548394934979,false]
[null,54,778.47166001444953,1.3256478422803555,false]
[null,55,521.48547756818073,-0.63150914154415505,false]
[null,56,711.95205706666297,0.81904743197341534,false]
[null,57,587.62467871155422,-0.12780579769066952,false]
[null,58,642.5954764049535,0.29084114895804802,false]
[null,59,635.49777291075043,0.23678641406700149,false]
[null,60,445.81032819101142,-1.2078364199045653,false]
[null,61,668.72135280963596,0.48981076272181973,false]
[null,62,648.05590490097632,0.33242671462518214,false]
[null,63,750.02966210552097,1.1090390958041891,false]
[null,64,690.31706131119108,0.65427949528993767,false]
[null,65,400.76941637916292,-1.5508592792320866,false]
[null,66,696.57472502866744,{"$f":"(C80-$G$15)/$H$15","v":0.70193664996845739},{"$f":"ABS(D80)>3","v":false}]
[null,67,491.80115129502178,-0.85757922018655619,false]
[null,68,670.84630026863397,0.50599395093859334,false]
[null,69,720.20140846028369,0.88187289417671078,false]
[null,70,539.73652251043325,-0.49251271873728686,false]
[null,71,376.68516568571897,-1.7342802670694757,false]
[null,72,665.39301599562248,0.46446279428998122,false]
[null,73,657.54411169784453,0.40468705959662604,false]
[null,74,506.48312237328207,-0.74576417255015426,false]
[null,75,540.67679798439804,-0.48535176287159998,false]
[null,76,650.51458708426242,0.35115156185322094,false]
[null,77,698.01515084317657,0.71290665394186981,false]
[null,78,534.61055236477307,-0.53155111439714819,false]
[null,79,735.39825861770908,0.99760916114101872,false]
[null,80,391.20150019722655,-1.6237266754394277,false]
[null,81,736.93273996731875,1.0092954738499325,false]
[null,82,492.23162994240931,-0.85430077819756711,false]
[null,83,492.53055909354504,-0.85202419168912191,false]
[null,84,585.32769208766058,-0.14529920286098397,false]
[null,85,543.36223066686409,-0.46490002776643369,false]
[null,86,487.17634307287165,-0.89280086371878242,false]
[null,87,604.31683089941987,-6.8160012268017297E-4,false]
[null,88,636.22396088712162,0.24231692102264854,false]
[null,89,656.05311303774545,0.39333190262784223,false]
[null,90,649.97149464458721,0.34701547503697794,false]
[null,91,455.5714409446179,-1.1334976760321638,false]
[null,92,388.59068089359459,-1.6436101695050105,false]
[null,93,788.60342961313484,1.4028094368836521,false]
[null,94,591.14004770170038,-0.10103342843605724,false]
[null,95,644.95037059038293,0.30877556689954405,false]
[null,96,544.05265471786413,-0.45964189193845911,false]
[null,97,812.2007700645953,1.5825222106391696,false]
[null,98,648.72828788583126,0.33754745318819329,false]
[null,99,780.5267014044548,1.341298639417428,false]
[null,100,643.65794653214823,0.29893271563198331,false]
[null,101,418.74078286113041,-1.413992833401263,false]
[null,102,690.2508772431712,0.65377545024864403,false]
[null,103,373.27760295215899,-1.7602316047574522,false]
[null,104,559.99312666004664,-0.33824234551100052,false]
[null,105,521.6858213323444,-0.62998336224557105,false]
[null,106,466.84285825391999,-1.0476567452299275,false]
[null,107,336.5527170492918,-2.0399212216884437,false]
[null,108,551.65472793835033,-0.40174597491525232,false]
[null,109,802.81871108558039,1.5110702668862339,false]
[null,110,560.47578819115813,-0.33456648878809753,false]
[null,111,875.90321289018675,2.0676676751773471,false]
[null,112,444.46280590968786,-1.2180988885659028,false]
[null,113,565.39743028298881,-0.29708421600510443,false]
[null,114,697.61950000083652,0.7098934537695073,false]
[null,115,576.66956145191477,-0.21123784858625683,false]
[null,116,601.28556796244106,-2.3767111454235434E-2,false]
[null,117,621.65308042377694,0.13134791798969497,false]
[null,118,674.0756655836044,0.53058817160583294,false]

{"sheet":"5NS-Key","index":60,"n_rows":0,"n_cols":0,"rows_kept":0,"cut":false,"hidden":false,"merged":[]}

{"sheet":"5NSBP","index":61,"n_rows":52,"n_cols":18,"rows_kept":52,"cut":false,"hidden":false,"merged":[]}
[]
[null,"5 Number Summary Provides information like:"]
[null,"Minimum Value "]
[null,"Maximum Value"]
[null,"Median"]
[null,"Range (Max - Min)"]
[null,"Quartiles"]
[null,"Interquartile Range (Quart 3 - Quart 1 = range for middle 50%)"]
[null,"Basis for building Box Plot"]
[null,"Box Plot (Box and Whisker) Chart and Outliers Rule of 1.5"]
[null,"A Box Plot is a visual way to show the spread in the data. It visualizes the 5 Number Summary and shows outliers"]
[null,"In Excel use the: \"Box and Whisker\" Chart."]
[null,"Horizontal lines for Lower and Upper Limits that indicate that anything past is an Outlier."]
[null,"Lower Limit = Quartile 1 - 1.5*Interquartile Range, or 0."]
[null,"Upper Limit = Quartile 3 + 1.5*Interquartile Range"]
[null,"**Although for this class we will use 1.5, other multiples can be used"]
[]
[]
[]
[]
[null,null,null,null,null,null,null,0,"Min",null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J21),COLUMN(J21),4)&\": \"&_xlfn.FORMULATEXT(J21),\"\")","v":""}]
[null,null,null,null,null,null,null,1,"Quartile 1",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,2,"Median",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,3,"Quartile 3",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,4,"Max",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,"Interquartile Range",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,"Lower Outlier Hurdle",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,"Upper Outlier Hurdle",null,null,null,null,null,null,"",null,{"$f":"\"Quartile 1 - \"&J32&\"*Interquartile Range\"","v":"Quartile 1 - 1.5*Interquartile Range"}]
[null,null,null,null,null,null,null,null,"Count Lower Outliers",null,null,null,null,null,null,"",null,{"$f":"\"Quartile 3 + \"&J32&\"*Interquartile Range\"","v":"Quartile 3 + 1.5*Interquartile Range"}]
[null,null,null,null,null,null,null,null,"Count Upper Outliers",null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,"Outlier Multiple",1.5,null,null,null,null,null,""]
[null,null,null,null,null,null,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J33),COLUMN(J33),4)&\": \"&_xlfn.FORMULATEXT(J33),\"\")","v":""},null,null,""]
[null,null,null,null,null,null,null,null,"Mean",null,null,null,null,null,null,""]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Chart Title:","Sample CPA Scores Last Five Tests, Inclusive"]
[null,null,null,null,null,null,null,null,"Lower Outliers?"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null," "]

{"sheet":"5NSBP (an)","index":62,"n_rows":1951,"n_cols":39,"rows_kept":1951,"cut":false,"hidden":false,"merged":[]}
[]
[null,"5 Number Summary Provides information like:"]
[null,"Minimum Value "]
[null,"Maximum Value"]
[null,"Median"]
[null,"Range (Max - Min)"]
[null,"Quartiles"]
[null,"Interquartile Range (Quart 3 - Quart 1 = range for middle 50%)"]
[null,"Basis for building Box Plot"]
[null,"Box Plot (Box and Whisker) Chart and Outliers Rule of 1.5"]
[null,"A Box Plot is a visual way to show the spread in the data. It visualizes the 5 Number Summary and shows outliers"]
[null,"In Excel use the: \"Box and Whisker\" Chart."]
[null,"Horizontal lines for Lower and Upper Limits that indicate that anything past is an Outlier."]
[null,"Lower Limit = Quartile 1 - 1.5*Interquartile Range, or 0."]
[null,"Upper Limit = Quartile 3 + 1.5*Interquartile Range"]
[null,"**Although for this class we will use 1.5, other multiples can be used"]
[]
[]
[]
[null,"CPA Test 1","CPA Test 2","CPA Test 3","CPA Test 4","CPA Test 5",null,null,null,{"$f":"'5NSBP (an)'!$B$20:$F$20","v":"CPA Test 1"},"CPA Test 2","CPA Test 3","CPA Test 4","CPA Test 5"]
[null,22,28,43,35,55,null,0,"Min",{"$f":"_xlfn.QUARTILE.INC('5NSBP (an)'!$B$21:$B$403,$H$21:$H$25)","v":2},{"$f":"_xlfn.QUARTILE.INC('5NSBP (an)'!$C$21:$C$403,$H$21:$H$25)","v":1},{"$f":"_xlfn.QUARTILE.INC('5NSBP (an)'!$D$21:$D$403,$H$21:$H$25)","v":3},{"$f":"_xlfn.QUARTILE.INC('5NSBP (an)'!$E$21:$E$403,$H$21:$H$25)","v":0},{"$f":"_xlfn.QUARTILE.INC('5NSBP (an)'!$F$21:$F$403,$H$21:$H$25)","v":10},null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J21),COLUMN(J21),4)&\": \"&_xlfn.FORMULATEXT(J21),\"\")","v":"Cell J21: =QUARTILE.INC('5NSBP (an)'!$B$21:$B$403,$H$21:$H$25)"}]
[null,49,14,32,45,53,null,1,"Quartile 1",42,45,41,39,54.5,null,""]
[null,70,5,52,61,30,null,2,"Median",50,52,50,52,64,null,""]
[null,13,65,5,37,68,null,3,"Quartile 3",59,65,59,61,69,null,""]
[null,52,80,51,52,58,null,4,"Max",91,97,89,91,90,null,"",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Amazing advanced array formulas from ExcelLambda from comments below video:"]
[null,44,67,62,55,31,null,null,"Interquartile Range",{"$f":"J24:N24-J22:N22","v":17},20,18,22,14.5,null,"Cell J26: =J24:N24-J22:N22"]
[null,18,81,56,45,61,null,null,"Lower Outlier Hurdle",{"$f":"J22:N22-J32*_xlfn.ANCHORARRAY(J26)","v":16.5},15,14,6,32.75,null,"Cell J27: =J22:N22-J32*J26#",null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Spill Quartiles"]
[null,52,47,31,7,57,null,null,"Upper Outlier Hurdle",{"$f":"J24:N24+J32*_xlfn.ANCHORARRAY(J26)","v":84.5},95,86,94,90.75,null,"Cell J28: =J24:N24+J32*J26#",null,{"$f":"\"Quartile 1 - \"&J32&\"*Interquartile Range\"","v":"Quartile 1 - 1.5*Interquartile Range"},null,null,null,null,null,null,null,"Test Name","CPA Score",null,null,null,"CPA Test 1","CPA Test 2","CPA Test 3","CPA Test 4","CPA Test 5"]
[null,49,51,47,44,87,null,null,"Count Lower Outliers",{"$f":"COUNTIFS('5NSBP (an)'!$B$21:$B$403,\"<\"&J27)","v":11},{"$f":"COUNTIFS('5NSBP (an)'!$C$21:$C$403,\"<\"&K27)","v":14},{"$f":"COUNTIFS('5NSBP (an)'!$D$21:$D$403,\"<\"&L27)","v":11},{"$f":"COUNTIFS('5NSBP (an)'!$E$21:$E$403,\"<\"&M27)","v":5},{"$f":"COUNTIFS('5NSBP (an)'!$F$21:$F$403,\"<\"&N27)","v":36},null,"Cell J29: =COUNTIFS('5NSBP (an)'!$B$21:$B$403,\"<\"&J27)",null,{"$f":"\"Quartile 3 + \"&J32&\"*Interquartile Range\"","v":"Quartile 3 + 1.5*Interquartile Range"},null,null,null,null,null,null,null,"CPA Test 1",22,null,null,null,{"$f":"_xlfn.REDUCE(0,_xlfn.SEQUENCE(5),_xlfn.LAMBDA(_xlpm.v,_xlpm.i,IF(_xlfn.SEQUENCE(_xlpm.i)=_xlpm.i,_xlfn.BYCOL(B21:F403,_xlfn.LAMBDA(_xlpm.a,_xlfn.QUARTILE.INC(_xlpm.a,_xlpm.i-1))),_xlpm.v)))","v":2},1,3,0,10]
[null,37,67,12,57,60,null,null,"Count Upper Outliers",{"$f":"COUNTIFS('5NSBP (an)'!$B$21:$B$403,\">\"&J28)","v":3},{"$f":"COUNTIFS('5NSBP (an)'!$C$21:$C$403,\">\"&K28)","v":2},{"$f":"COUNTIFS('5NSBP (an)'!$D$21:$D$403,\">\"&L28)","v":1},{"$f":"COUNTIFS('5NSBP (an)'!$E$21:$E$403,\">\"&M28)","v":0},{"$f":"COUNTIFS('5NSBP (an)'!$F$21:$F$403,\">\"&N28)","v":0},null,"Cell J30: =COUNTIFS('5NSBP (an)'!$B$21:$B$403,\">\"&J28)",null,null,null,null,null,null,null,null,null,"CPA Test 2",28,null,null,null,42,45,41,39,54.5]
[null,78,66,64,58,66,null,null,null,null,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,50,52,50,52,64,null,null,"Rows",{"$f":"ROWS(B21:B403)","v":383}]
[null,75,81,61,50,66,null,null,"Outlier Multiple",1.5,null,null,null,null,null,"",null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,59,65,59,61,69,null,null,"Columns",{"$f":"COLUMNS(B20:F20)","v":5}]
[null,70,63,49,53,64,null,null,null,null,null,null,{"$f":"_xlfn.IFNA(\"Cell \"&ADDRESS(ROW(J33),COLUMN(J33),4)&\": \"&_xlfn.FORMULATEXT(J33),\"\")","v":""},null,null,"",null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,91,97,89,91,90,null,null,"Total cells:",{"$f":"AM31*AM32","v":1915}]
[null,51,15,67,39,32,null,null,"Mean",{"$f":"AVERAGE('5NSBP (an)'!$B$21:$B$403)","v":49.678851174934728},{"$f":"AVERAGE('5NSBP (an)'!$C$21:$C$403)","v":53.127937336814618},{"$f":"AVERAGE('5NSBP (an)'!$D$21:$D$403)","v":48.798955613577021},{"$f":"AVERAGE('5NSBP (an)'!$E$21:$E$403)","v":49.049608355091387},{"$f":"AVERAGE('5NSBP (an)'!$F$21:$F$403)","v":59.765013054830284},null,"Cell J34: =AVERAGE('5NSBP (an)'!$B$21:$B$403)",null,null,null,null,null,null,null,null,null,"CPA Test 1",49]
[null,50,54,34,34,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",14,null,null,null,null,null,null,null,null,null,null,"excelisfun Unpivot with formula"]
[null,70,50,89,60,17,null,null,null,null,null,null,null,null,"Chart Title:","Sample CPA Scores Last Five Tests, Inclusive",null,null,null,null,null,null,null,null,null,"CPA Test 3",32,null,null,null,"Unpivot with formula",null,null,null,null,null,null,{"$f":"INDEX(B20:F20,ROUNDUP(_xlfn.SEQUENCE(AM33)/AM32,0))","v":"CPA Test 1"},{"$f":"INDEX(B21:F403,ROUNDUP(_xlfn.SEQUENCE(AM33)/AM32,0),MOD(_xlfn.SEQUENCE(AM33,,0),AM32)+1)","v":22}]
[null,71,54,40,40,13,null,null,"Lower Outliers?",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,{"$f":"_xlfn.LET(_xlpm.a,B21:F403,_xlpm.r,ROWS(_xlpm.a),_xlpm.c,COLUMNS(_xlpm.a),_xlpm.s,_xlfn.SEQUENCE(_xlpm.r*_xlpm.c),_xlpm.q,QUOTIENT(_xlpm.s-1,_xlpm.c)+1,_xlpm.m,MOD(_xlpm.s-1,_xlpm.c)+1,IF({1,0},INDEX(B20:F20,_xlpm.m),INDEX(_xlpm.a,_xlpm.q,_xlpm.m)))","v":"CPA Test 1"},22,null,null,null,null,null,"CPA Test 1",28]
[null,72,49,73,4,59,null,null,{"$f":"_xlfn._xlws.FILTER('5NSBP (an)'!$B$21:$B$403,'5NSBP (an)'!$B$21:$B$403<J27)","v":13},null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",28,null,null,null,null,null,"CPA Test 1",43]
[null,17,62,47,43,77,null,null,15,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",43,null,null,null,null,null,"CPA Test 1",35]
[null,45,58,69,43,56,null,null,9,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",5,null,null,null,"CPA Test 4",35,null,null,null,null,null,"CPA Test 1",55]
[null,62,64,31,36,74,null,null,10,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",55,null,null,null,null,null,"CPA Test 2",49]
[null,40,62,43,28,71,null,null,11,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",49,null,null,null,null,null,"CPA Test 2",14]
[null,50,49,55,85,49,null,null,11,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",30,null,null,null,"CPA Test 2",14,null,null,null,null,null,"CPA Test 2",32]
[null,77,53,16,61,23,null,null,2,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",13,null,null,null,"CPA Test 3",32,null,null,null,null,null,"CPA Test 2",45]
[null,56,66,41,35,73,null,null,7,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",45,null,null,null,null,null,"CPA Test 2",53]
[null,51,65,37,61,59,null,null,5,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",5,null,null,null,"CPA Test 5",53,null,null,null,null,null,"CPA Test 3",70]
[null,53,71,29,58,67,null,null,14,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",37,null,null,null,"CPA Test 1",70,null,null,null,null,null,"CPA Test 3",5]
[null,15,50,85,75,67,null,null,15,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",5,null,null,null,null,null,"CPA Test 3",52]
[null,54,77,40,32,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",52,null,null,null,null,null,"CPA Test 3",61]
[null,42,47,39,11,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",80,null,null,null,"CPA Test 4",61,null,null,null,null,null,"CPA Test 3",30]
[null,71,69,48,38,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",30,null,null,null,null,null,"CPA Test 4",13]
[null,21,73,50,44,88,null,null," ",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",13,null,null,null,null,null,"CPA Test 4",65]
[null,51,50,47,37,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",65,null,null,null,null,null,"CPA Test 4",5]
[null,32,75,29,30,23,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",5,null,null,null,null,null,"CPA Test 4",37]
[null,91,54,58,63,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",37,null,null,null,null,null,"CPA Test 4",68]
[null,36,97,50,70,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",68,null,null,null,null,null,"CPA Test 5",52]
[null,36,66,40,52,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",52,null,null,null,null,null,"CPA Test 5",80]
[null,42,57,48,46,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",31,null,null,null,"CPA Test 2",80,null,null,null,null,null,"CPA Test 5",51]
[null,53,72,60,36,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",18,null,null,null,"CPA Test 3",51,null,null,null,null,null,"CPA Test 5",52]
[null,53,46,50,91,38,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",81,null,null,null,"CPA Test 4",52,null,null,null,null,null,"CPA Test 5",58]
[null,41,64,50,38,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",56,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},44]
[null,48,29,45,45,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},67]
[null,66,44,49,7,42,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},62]
[null,49,47,37,65,18,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},55]
[null,9,59,6,53,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},31]
[null,57,65,34,33,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",31,null,null,null,"CPA Test 5",31,null,null,null,null,null,{"$error":"#REF!"},18]
[null,55,17,39,54,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",7,null,null,null,"CPA Test 1",18,null,null,null,null,null,{"$error":"#REF!"},81]
[null,49,57,51,52,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",81,null,null,null,null,null,{"$error":"#REF!"},56]
[null,55,64,49,45,12,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",56,null,null,null,null,null,{"$error":"#REF!"},45]
[null,54,9,49,69,27,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},61]
[null,73,49,47,57,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},52]
[null,46,49,15,50,51,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",44,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},47]
[null,65,68,64,47,26,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",87,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},31]
[null,58,56,76,53,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",37,null,null,null,"CPA Test 3",31,null,null,null,null,null,{"$error":"#REF!"},7]
[null,48,39,53,20,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",7,null,null,null,null,null,{"$error":"#REF!"},57]
[null,60,48,80,59,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",12,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},49]
[null,44,61,47,32,20,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},51]
[null,48,52,67,28,42,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},47]
[null,58,50,42,32,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",78,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},44]
[null,40,53,54,64,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",44,null,null,null,null,null,{"$error":"#REF!"},87]
[null,49,53,62,51,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",87,null,null,null,null,null,{"$error":"#REF!"},37]
[null,48,14,44,66,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",58,null,null,null,"CPA Test 1",37,null,null,null,null,null,{"$error":"#REF!"},67]
[null,64,60,59,67,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},12]
[null,37,12,20,68,83,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",75,null,null,null,"CPA Test 3",12,null,null,null,null,null,{"$error":"#REF!"},57]
[null,33,67,51,57,12,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",81,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},60]
[null,50,44,52,61,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},78]
[null,56,18,50,66,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",78,null,null,null,null,null,{"$error":"#REF!"},66]
[null,48,61,51,70,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},64]
[null,77,76,61,39,40,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},58]
[null,34,53,51,49,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",63,null,null,null,"CPA Test 4",58,null,null,null,null,null,{"$error":"#REF!"},66]
[null,49,29,24,64,42,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},75]
[null,47,55,51,37,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",75,null,null,null,null,null,{"$error":"#REF!"},81]
[null,71,60,53,73,79,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",81,null,null,null,null,null,{"$error":"#REF!"},61]
[null,49,88,26,61,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},50]
[null,62,56,20,43,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",15,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},66]
[null,68,41,50,40,20,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},70]
[null,33,29,55,3,79,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},63]
[null,43,65,51,61,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",32,null,null,null,"CPA Test 2",63,null,null,null,null,null,{"$error":"#REF!"},49]
[null,48,84,51,60,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},53]
[null,71,51,64,31,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},64]
[null,71,49,41,40,85,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",34,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},51]
[null,22,32,68,46,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",34,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},15]
[null,57,56,74,68,79,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",15,null,null,null,null,null,{"$error":"#REF!"},67]
[null,38,25,38,49,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},39]
[null,51,51,30,40,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},32]
[null,47,53,45,79,20,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",89,null,null,null,"CPA Test 5",32,null,null,null,null,null,{"$error":"#REF!"},50]
[null,49,80,27,61,54,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},54]
[null,57,41,46,55,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",17,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},34]
[null,66,46,64,68,38,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",34,null,null,null,null,null,{"$error":"#REF!"},34]
[null,74,47,75,43,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",34,null,null,null,null,null,{"$error":"#REF!"},62]
[null,32,71,48,65,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},70]
[null,48,52,43,24,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},50]
[null,45,54,72,2,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",13,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},89]
[null,43,39,54,71,47,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",72,null,null,null,"CPA Test 3",89,null,null,null,null,null,{"$error":"#REF!"},60]
[null,64,45,48,43,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},17]
[null,23,14,70,59,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",73,null,null,null,"CPA Test 5",17,null,null,null,null,null,{"$error":"#REF!"},71]
[null,40,73,71,66,17,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",4,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},54]
[null,30,59,17,40,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},40]
[null,46,60,35,66,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",17,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},40]
[null,61,77,27,38,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},13]
[null,50,71,36,56,45,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",13,null,null,null,null,null,{"$error":"#REF!"},72]
[null,42,48,43,52,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",72,null,null,null,null,null,{"$error":"#REF!"},49]
[null,39,58,61,49,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},73]
[null,74,52,67,62,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",73,null,null,null,null,null,{"$error":"#REF!"},4]
[null,51,75,59,44,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",4,null,null,null,null,null,{"$error":"#REF!"},59]
[null,24,68,71,41,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},17]
[null,45,36,43,49,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",17,null,null,null,null,null,{"$error":"#REF!"},62]
[null,51,31,34,13,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},47]
[null,57,56,40,36,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",62,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},43]
[null,47,38,54,41,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},77]
[null,46,47,47,54,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",31,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},45]
[null,52,81,67,75,90,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",36,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},58]
[null,48,25,55,60,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},69]
[null,56,69,22,56,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},43]
[null,56,80,80,73,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},56]
[null,27,52,12,63,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},62]
[null,47,51,61,22,51,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",62,null,null,null,null,null,{"$error":"#REF!"},64]
[null,84,52,52,54,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},31]
[null,70,55,48,27,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",31,null,null,null,null,null,{"$error":"#REF!"},36]
[null,77,57,41,31,41,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",36,null,null,null,null,null,{"$error":"#REF!"},74]
[null,45,32,73,41,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},40]
[null,58,35,51,57,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",85,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},62]
[null,54,76,62,67,56,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",49,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},43]
[null,56,41,51,52,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},28]
[null,33,69,55,22,88,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},71]
[null,41,49,51,38,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",16,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},50]
[null,45,46,50,55,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},49]
[null,47,50,49,18,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",23,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},55]
[null,49,46,66,29,76,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},85]
[null,67,45,57,68,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",85,null,null,null,null,null,{"$error":"#REF!"},49]
[null,45,52,49,29,85,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",41,null,null,null,"CPA Test 5",49,null,null,null,null,null,{"$error":"#REF!"},77]
[null,75,34,51,64,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},53]
[null,24,49,73,35,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},16]
[null,64,65,53,25,16,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",16,null,null,null,null,null,{"$error":"#REF!"},61]
[null,27,50,84,64,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},23]
[null,44,79,79,45,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",37,null,null,null,"CPA Test 5",23,null,null,null,null,null,{"$error":"#REF!"},56]
[null,53,43,52,48,12,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},66]
[null,21,60,54,59,17,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},41]
[null,44,53,55,71,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",41,null,null,null,null,null,{"$error":"#REF!"},35]
[null,73,76,52,22,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",71,null,null,null,"CPA Test 4",35,null,null,null,null,null,{"$error":"#REF!"},73]
[null,23,74,45,38,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},51]
[null,31,25,48,60,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",58,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},65]
[null,74,65,59,70,43,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},37]
[null,67,47,59,10,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",15,null,null,null,"CPA Test 3",37,null,null,null,null,null,{"$error":"#REF!"},61]
[null,61,31,25,54,17,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},59]
[null,26,54,51,56,46,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",85,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},53]
[null,10,26,57,61,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",75,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},71]
[null,76,68,53,71,27,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",71,null,null,null,null,null,{"$error":"#REF!"},29]
[null,54,79,54,52,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},58]
[null,24,42,47,11,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",58,null,null,null,null,null,{"$error":"#REF!"},67]
[null,35,64,54,54,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},15]
[null,48,66,61,48,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",15,null,null,null,null,null,{"$error":"#REF!"},50]
[null,43,55,8,28,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},85]
[null,54,25,76,64,46,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",85,null,null,null,null,null,{"$error":"#REF!"},75]
[null,50,51,55,46,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",75,null,null,null,null,null,{"$error":"#REF!"},67]
[null,74,68,51,61,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",39,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},54]
[null,51,71,48,55,43,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",11,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},77]
[null,28,24,79,41,79,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},40]
[null,52,70,63,24,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},32]
[null,72,61,72,56,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},55]
[null,51,37,65,45,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},42]
[null,60,75,46,63,26,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},47]
[null,73,52,77,48,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},39]
[null,38,58,72,54,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",21,null,null,null,"CPA Test 3",39,null,null,null,null,null,{"$error":"#REF!"},11]
[null,40,67,44,39,87,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",73,null,null,null,"CPA Test 4",11,null,null,null,null,null,{"$error":"#REF!"},58]
[null,64,53,59,57,56,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},71]
[null,54,57,56,67,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",44,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},69]
[null,41,61,33,66,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",88,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},48]
[null,48,46,56,31,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},38]
[null,44,58,39,67,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},67]
[null,74,78,73,65,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},21]
[null,70,79,43,63,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",37,null,null,null,"CPA Test 1",21,null,null,null,null,null,{"$error":"#REF!"},73]
[null,30,91,74,49,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",73,null,null,null,null,null,{"$error":"#REF!"},50]
[null,32,67,67,59,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",32,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},44]
[null,18,59,48,63,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",44,null,null,null,null,null,{"$error":"#REF!"},88]
[null,69,45,57,31,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",88,null,null,null,null,null,{"$error":"#REF!"},51]
[null,54,49,69,64,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",30,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},50]
[null,60,48,62,47,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",23,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},47]
[null,71,68,66,66,34,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",91,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},37]
[null,45,52,31,73,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",37,null,null,null,null,null,{"$error":"#REF!"},59]
[null,43,49,52,41,48,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",58,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},32]
[null,52,50,31,49,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",32,null,null,null,null,null,{"$error":"#REF!"},75]
[null,35,1,74,48,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},29]
[null,73,81,43,20,90,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",36,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},30]
[null,47,75,40,52,22,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",97,null,null,null,"CPA Test 4",30,null,null,null,null,null,{"$error":"#REF!"},23]
[null,62,49,53,64,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",23,null,null,null,null,null,{"$error":"#REF!"},91]
[null,45,40,66,70,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",70,null,null,null,"CPA Test 1",91,null,null,null,null,null,{"$error":"#REF!"},54]
[null,57,43,29,61,44,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},58]
[null,47,49,41,32,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",36,null,null,null,"CPA Test 3",58,null,null,null,null,null,{"$error":"#REF!"},63]
[null,69,54,54,42,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},64]
[null,55,69,64,7,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},36]
[null,62,51,52,62,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",36,null,null,null,null,null,{"$error":"#REF!"},97]
[null,56,41,69,57,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",97,null,null,null,null,null,{"$error":"#REF!"},50]
[null,52,25,62,43,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},70]
[null,69,43,54,50,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",57,null,null,null,"CPA Test 4",70,null,null,null,null,null,{"$error":"#REF!"},60]
[null,42,32,57,65,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},36]
[null,44,72,45,46,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",36,null,null,null,null,null,{"$error":"#REF!"},66]
[null,46,54,24,28,84,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},40]
[null,31,51,51,48,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},52]
[null,60,78,57,33,37,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",72,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},68]
[null,35,62,62,49,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",60,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},42]
[null,43,83,49,63,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",36,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},57]
[null,69,50,49,24,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",57,null,null,null,null,null,{"$error":"#REF!"},48]
[null,47,64,54,60,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},46]
[null,11,66,61,70,24,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},66]
[null,40,56,53,35,37,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},53]
[null,43,41,61,11,10,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",91,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},72]
[null,51,43,50,63,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",38,null,null,null,"CPA Test 2",72,null,null,null,null,null,{"$error":"#REF!"},60]
[null,65,30,54,15,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",60,null,null,null,null,null,{"$error":"#REF!"},36]
[null,49,12,37,50,87,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",36,null,null,null,null,null,{"$error":"#REF!"},69]
[null,52,56,56,45,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},53]
[null,48,78,12,71,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},46]
[null,71,58,51,60,76,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},50]
[null,53,60,47,38,54,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},91]
[null,55,44,64,39,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",29,null,null,null,"CPA Test 4",91,null,null,null,null,null,{"$error":"#REF!"},38]
[null,53,27,59,23,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",38,null,null,null,null,null,{"$error":"#REF!"},41]
[null,52,54,48,50,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},64]
[null,40,54,23,64,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},50]
[null,55,63,21,44,49,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",66,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},38]
[null,28,70,47,76,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},75]
[null,45,70,47,53,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},48]
[null,48,82,57,0,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",7,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},29]
[null,56,50,48,51,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",42,null,null,null,"CPA Test 2",29,null,null,null,null,null,{"$error":"#REF!"},45]
[null,52,49,52,62,86,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},45]
[null,22,46,51,4,26,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},58]
[null,47,48,73,54,50,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",37,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},66]
[null,11,15,54,65,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",66,null,null,null,null,null,{"$error":"#REF!"},44]
[null,21,57,64,79,88,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",18,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},49]
[null,89,66,58,71,30,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",9,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},7]
[null,54,18,14,50,76,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",59,null,null,null,"CPA Test 4",7,null,null,null,null,null,{"$error":"#REF!"},42]
[null,27,41,62,68,42,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",6,null,null,null,"CPA Test 5",42,null,null,null,null,null,{"$error":"#REF!"},49]
[null,26,46,3,56,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},47]
[null,49,56,57,67,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},37]
[null,56,54,30,61,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",37,null,null,null,null,null,{"$error":"#REF!"},65]
[null,70,61,62,39,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},18]
[null,47,48,57,76,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",34,null,null,null,"CPA Test 5",18,null,null,null,null,null,{"$error":"#REF!"},9]
[null,77,52,52,32,45,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",33,null,null,null,"CPA Test 1",9,null,null,null,null,null,{"$error":"#REF!"},59]
[null,63,36,29,53,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",59,null,null,null,null,null,{"$error":"#REF!"},6]
[null,57,45,50,32,47,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",6,null,null,null,null,null,{"$error":"#REF!"},53]
[null,22,51,57,56,51,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",17,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},58]
[null,56,23,70,36,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",39,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},57]
[null,52,51,66,65,50,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},65]
[null,51,25,71,61,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},34]
[null,76,54,50,54,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",34,null,null,null,null,null,{"$error":"#REF!"},33]
[null,41,14,48,53,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",57,null,null,null,"CPA Test 4",33,null,null,null,null,null,{"$error":"#REF!"},55]
[null,58,62,45,47,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},55]
[null,46,53,49,28,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},17]
[null,2,36,20,57,56,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",17,null,null,null,null,null,{"$error":"#REF!"},39]
[null,77,62,55,65,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",39,null,null,null,null,null,{"$error":"#REF!"},54]
[null,69,63,57,45,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},75]
[null,45,12,23,56,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},49]
[null,90,51,48,65,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},57]
[null,70,58,52,49,34,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",12,null,null,null,"CPA Test 2",57,null,null,null,null,null,{"$error":"#REF!"},51]
[null,55,5,54,77,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},52]
[null,42,43,51,49,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",9,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},63]
[null,51,48,66,52,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},55]
[null,44,54,42,23,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",69,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},64]
[null,56,47,24,45,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",27,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},49]
[null,19,58,72,57,56,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",73,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},45]
[null,73,65,49,30,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},12]
[null,50,51,48,57,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",12,null,null,null,null,null,{"$error":"#REF!"},54]
[null,50,44,51,40,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},9]
[null,33,43,61,37,50,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",9,null,null,null,null,null,{"$error":"#REF!"},49]
[null,27,47,48,16,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},69]
[null,63,50,45,51,74,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",69,null,null,null,null,null,{"$error":"#REF!"},27]
[null,55,60,61,41,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",15,null,null,null,"CPA Test 5",27,null,null,null,null,null,{"$error":"#REF!"},73]
[null,54,63,29,23,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",73,null,null,null,null,null,{"$error":"#REF!"},49]
[null,55,53,67,28,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",51,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},47]
[null,34,51,24,55,75,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",65,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},57]
[null,44,34,52,53,58,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},67]
[null,38,9,27,39,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},46]
[null,7,48,19,33,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",47,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},49]
[null,67,42,46,55,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",26,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},15]
[null,43,45,21,19,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",58,null,null,null,"CPA Test 3",15,null,null,null,null,null,{"$error":"#REF!"},50]
[null,35,44,29,83,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},51]
[null,31,79,14,25,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",76,null,null,null,"CPA Test 5",51,null,null,null,null,null,{"$error":"#REF!"},65]
[null,77,33,24,54,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",65,null,null,null,null,null,{"$error":"#REF!"},68]
[null,52,51,54,52,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},64]
[null,41,70,46,55,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},47]
[null,43,49,52,65,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",39,null,null,null,"CPA Test 4",47,null,null,null,null,null,{"$error":"#REF!"},26]
[null,50,41,39,46,23,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",26,null,null,null,null,null,{"$error":"#REF!"},58]
[null,68,69,69,76,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",58,null,null,null,null,null,{"$error":"#REF!"},56]
[null,29,80,55,35,87,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},76]
[null,56,26,46,33,20,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",76,null,null,null,null,null,{"$error":"#REF!"},53]
[null,20,81,42,80,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},63]
[null,50,77,48,50,43,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",80,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},48]
[null,51,72,6,38,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",59,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},39]
[null,34,47,54,68,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",39,null,null,null,null,null,{"$error":"#REF!"},53]
[null,70,42,43,48,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},20]
[null,52,41,67,61,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",61,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},59]
[null,79,56,35,48,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},60]
[null,56,77,52,65,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},48]
[null,63,33,46,47,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",20,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},80]
[null,35,77,26,55,46,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",80,null,null,null,null,null,{"$error":"#REF!"},59]
[null,55,73,23,29,62,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",59,null,null,null,null,null,{"$error":"#REF!"},53]
[null,45,73,54,40,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},44]
[null,20,69,69,73,76,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},61]
[null,51,5,29,62,56,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",42,null,null,null,"CPA Test 2",61,null,null,null,null,null,{"$error":"#REF!"},47]
[null,72,62,17,51,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",58,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},32]
[null,40,49,50,60,28,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},20]
[null,60,33,48,71,57,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",42,null,null,null,"CPA Test 5",20,null,null,null,null,null,{"$error":"#REF!"},48]
[null,54,27,25,62,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},52]
[null,59,60,47,67,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},67]
[null,67,36,48,48,29,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},28]
[null,75,91,55,51,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},42]
[null,55,59,23,42,23,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",42,null,null,null,null,null,{"$error":"#REF!"},58]
[null,50,59,40,44,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",58,null,null,null,null,null,{"$error":"#REF!"},50]
[null,42,46,51,68,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},42]
[null,45,50,44,30,36,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",42,null,null,null,null,null,{"$error":"#REF!"},32]
[null,66,68,58,66,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},63]
[null,35,74,26,49,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},40]
[null,67,69,52,58,86,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},53]
[null,47,47,12,27,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},54]
[null,42,60,53,65,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},64]
[null,71,49,39,56,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",14,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},67]
[null,45,75,61,86,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},49]
[null,5,49,49,65,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},53]
[null,39,89,34,48,80,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},62]
[null,49,65,33,56,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},51]
[null,52,5,79,45,54,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},62]
[null,50,31,63,75,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},48]
[null,66,65,51,57,85,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},14]
[null,44,36,48,59,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",14,null,null,null,null,null,{"$error":"#REF!"},44]
[null,76,63,46,48,45,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",37,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},66]
[null,65,77,74,45,55,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",12,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},71]
[null,59,55,9,20,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",20,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},64]
[null,34,54,44,11,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},60]
[null,46,27,74,50,70,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",83,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},59]
[null,64,53,52,65,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",33,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},67]
[null,59,49,52,56,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},67]
[null,64,70,30,26,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},37]
[null,50,27,22,19,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",37,null,null,null,null,null,{"$error":"#REF!"},12]
[null,48,41,38,20,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",12,null,null,null,"CPA Test 2",12,null,null,null,null,null,{"$error":"#REF!"},20]
[null,41,48,75,58,54,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",20,null,null,null,null,null,{"$error":"#REF!"},68]
[null,56,50,20,56,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},83]
[null,58,46,44,20,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",83,null,null,null,null,null,{"$error":"#REF!"},33]
[null,60,53,28,57,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",33,null,null,null,null,null,{"$error":"#REF!"},67]
[null,42,68,58,60,41,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},51]
[null,37,67,50,35,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},57]
[null,64,78,50,56,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",18,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},12]
[null,54,51,68,34,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",12,null,null,null,null,null,{"$error":"#REF!"},50]
[null,54,46,50,50,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},44]
[null,21,50,50,46,86,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},52]
[null,49,66,50,78,28,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},61]
[null,43,56,67,52,85,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",61,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},64]
[null,44,51,75,30,12,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},56]
[null,55,75,47,15,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",70,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},18]
[null,62,64,35,33,27,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",18,null,null,null,null,null,{"$error":"#REF!"},50]
[null,44,30,47,56,39,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},66]
[null,22,70,67,38,43,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",76,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},74]
[null,47,44,66,56,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},48]
[null,14,36,21,64,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},61]
[null,42,49,25,57,63,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",40,null,null,null,"CPA Test 2",61,null,null,null,null,null,{"$error":"#REF!"},51]
[null,48,45,28,54,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",34,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},70]
[null,55,68,59,25,80,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",70,null,null,null,null,null,{"$error":"#REF!"},62]
[null,17,56,64,77,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},77]
[null,71,45,70,63,78,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},76]
[null,55,96,53,49,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",76,null,null,null,null,null,{"$error":"#REF!"},61]
[null,43,47,49,56,47,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},39]
[null,67,68,49,64,60,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",29,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},40]
[null,50,52,55,31,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",24,null,null,null,"CPA Test 5",40,null,null,null,null,null,{"$error":"#REF!"},34]
[null,59,48,61,43,67,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",34,null,null,null,null,null,{"$error":"#REF!"},53]
[null,37,44,52,41,53,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",42,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},51]
[null,38,50,69,51,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},49]
[null,54,53,36,53,69,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",55,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},69]
[null,71,15,16,61,77,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},49]
[null,49,51,49,82,28,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",37,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},29]
[null,78,74,22,20,49,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",29,null,null,null,null,null,{"$error":"#REF!"},24]
[null,45,74,32,40,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",24,null,null,null,null,null,{"$error":"#REF!"},64]
[null,55,51,77,52,73,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},42]
[null,50,75,18,41,45,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",42,null,null,null,null,null,{"$error":"#REF!"},47]
[null,50,77,47,66,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",73,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},55]
[null,46,65,44,9,39,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",79,null,null,null,"CPA Test 2",55,null,null,null,null,null,{"$error":"#REF!"},51]
[null,46,46,20,56,68,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},37]
[null,20,45,55,61,65,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",88,null,null,null,"CPA Test 4",37,null,null,null,null,null,{"$error":"#REF!"},58]
[null,32,42,84,57,72,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",26,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},71]
[null,15,73,55,52,64,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},60]
[null,54,51,49,55,52,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},53]
[null,49,51,38,39,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",62,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},73]
[null,46,60,56,88,59,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",73,null,null,null,null,null,{"$error":"#REF!"},79]
[null,37,44,61,58,66,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",20,null,null,null,"CPA Test 5",79,null,null,null,null,null,{"$error":"#REF!"},49]
[null,53,48,48,41,71,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},88]
[null,52,50,13,50,61,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",88,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",68,null,null,null,"CPA Test 3",26,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",62,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",20,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",33,null,null,null,"CPA Test 3",20,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",29,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",3,null,null,null,"CPA Test 1",68,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",79,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",20,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",33,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",29,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},3]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",84,null,null,null,"CPA Test 4",3,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",79,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",31,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},84]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",84,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",41,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",85,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",22,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",32,null,null,null,"CPA Test 4",31,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",68,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",41,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},85]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",74,null,null,null,"CPA Test 5",85,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",22,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",79,null,null,null,"CPA Test 2",32,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",38,null,null,null,"CPA Test 3",68,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",38,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",74,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",30,null,null,null,"CPA Test 5",79,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",38,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",38,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",79,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",20,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",30,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",80,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",27,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",54,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",79,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",20,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",80,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",66,null,null,null,"CPA Test 3",27,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",54,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",38,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",74,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",75,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",66,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",32,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",71,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",38,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",74,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",75,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",24,null,null,null,"CPA Test 1",32,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",71,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",72,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",2,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",39,null,null,null,"CPA Test 4",24,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",47,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",72,null,null,null,null,null,{"$error":"#REF!"},2]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",2,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",39,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",23,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",14,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",70,null,null,null,"CPA Test 5",47,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",59,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",73,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",71,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",23,null,null,null,null,null,{"$error":"#REF!"},14]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",17,null,null,null,"CPA Test 2",14,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",30,null,null,null,"CPA Test 3",70,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",59,null,null,null,"CPA Test 4",59,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",17,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",73,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",71,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",35,null,null,null,"CPA Test 5",17,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",30,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",59,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",61,null,null,null,"CPA Test 3",17,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",27,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",35,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",71,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",36,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",61,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",45,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",27,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",71,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",39,null,null,null,"CPA Test 3",36,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",45,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",74,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",62,null,null,null,"CPA Test 1",39,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",44,null,null,null,"CPA Test 1",74,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",24,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",62,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",71,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",44,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",24,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",71,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",31,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",34,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",13,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",36,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",31,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",34,null,null,null,null,null,{"$error":"#REF!"},13]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",38,null,null,null,"CPA Test 4",13,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",36,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",38,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",81,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",75,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",90,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},81]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",81,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",75,null,null,null,null,null,{"$error":"#REF!"},90]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",22,null,null,null,"CPA Test 5",90,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",80,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",80,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",73,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",27,null,null,null,"CPA Test 3",22,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",12,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",80,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",80,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",73,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",22,null,null,null,"CPA Test 1",27,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",51,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",84,null,null,null,"CPA Test 3",12,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",55,null,null,null,"CPA Test 4",22,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",51,null,null,null,null,null,{"$error":"#REF!"},84]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",27,null,null,null,"CPA Test 1",84,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",57,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",41,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",31,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",41,null,null,null,"CPA Test 2",55,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",32,null,null,null,"CPA Test 4",27,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",73,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",57,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",58,null,null,null,"CPA Test 3",41,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",35,null,null,null,"CPA Test 4",31,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",41,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",32,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",73,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",76,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",58,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",35,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",76,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",33,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",22,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",88,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",33,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",22,null,null,null,null,null,{"$error":"#REF!"},88]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",88,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",18,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",29,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",76,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},18]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",18,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",29,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",76,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",29,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",85,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",75,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",34,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",24,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",29,null,null,null,null,null,{"$error":"#REF!"},85]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",73,null,null,null,"CPA Test 5",85,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,"CPA Test 1",75,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",34,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",25,null,null,null,"CPA Test 1",24,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",16,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",27,null,null,null,"CPA Test 3",73,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",35,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",84,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",79,null,null,null,"CPA Test 4",25,null,null,null,null,null,{"$error":"#REF!"},16]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",79,null,null,null,"CPA Test 5",16,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",27,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},84]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",84,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",12,null,null,null,"CPA Test 2",79,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",21,null,null,null,"CPA Test 3",79,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",59,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",17,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",12,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",21,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",73,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",76,null,null,null,"CPA Test 4",59,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",17,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",22,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",23,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",74,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",73,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",76,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",31,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",22,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",23,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",74,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",74,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",70,null,null,null,"CPA Test 1",31,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",43,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",10,null,null,null,"CPA Test 1",74,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",61,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",31,null,null,null,"CPA Test 4",70,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",25,null,null,null,"CPA Test 5",43,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",17,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",26,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},10]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",10,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",61,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",46,null,null,null,"CPA Test 2",31,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",10,null,null,null,"CPA Test 3",25,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",26,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",17,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",26,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",76,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",46,null,null,null,null,null,{"$error":"#REF!"},10]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",10,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",27,null,null,null,"CPA Test 2",26,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",79,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",76,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",24,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",42,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",27,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",11,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",79,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",24,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",42,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",11,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",55,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",8,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",76,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",46,null,null,null,"CPA Test 2",55,null,null,null,null,null,{"$error":"#REF!"},8]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",8,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",74,null,null,null,"CPA Test 3",76,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",46,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",71,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",74,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",43,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",28,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",24,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",79,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",79,null,null,null,"CPA Test 2",71,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",63,null,null,null,"CPA Test 5",43,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",24,null,null,null,"CPA Test 1",28,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",24,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",72,null,null,null,"CPA Test 3",79,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",61,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",72,null,null,null,"CPA Test 5",79,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",63,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",37,null,null,null,"CPA Test 4",24,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",65,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",72,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",61,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",72,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",26,null,null,null,"CPA Test 2",37,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",73,null,null,null,"CPA Test 3",65,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",77,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",38,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",72,null,null,null,"CPA Test 5",26,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",73,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",77,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",38,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",87,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",72,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",57,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},87]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",56,null,null,null,"CPA Test 5",87,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",61,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",33,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",56,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",56,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",31,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",61,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",33,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",39,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",74,null,null,null,"CPA Test 3",56,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",78,null,null,null,"CPA Test 4",31,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",73,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",39,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",79,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",74,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",78,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",30,null,null,null,"CPA Test 3",73,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",91,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",74,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",79,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",32,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",59,null,null,null,"CPA Test 1",30,null,null,null,null,null,{"$error":"#REF!"},91]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",91,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",18,null,null,null,"CPA Test 3",74,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",59,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",32,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",69,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",59,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},18]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",31,null,null,null,"CPA Test 1",18,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",59,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",69,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",31,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",47,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",34,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",47,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",31,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",73,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",34,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",48,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",31,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",73,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",31,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",1,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",74,null,null,null,"CPA Test 5",48,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",73,null,null,null,"CPA Test 3",31,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",81,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},1]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",90,null,null,null,"CPA Test 2",1,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",74,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",73,null,null,null,null,null,{"$error":"#REF!"},81]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",22,null,null,null,"CPA Test 2",81,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",62,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},90]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",90,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",40,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",22,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",70,null,null,null,"CPA Test 1",62,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",44,null,null,null,"CPA Test 2",40,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",70,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",41,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",69,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",44,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",42,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",41,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",7,null,null,null,"CPA Test 1",69,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",62,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",42,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",62,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},7]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",7,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",62,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",62,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",69,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",32,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",69,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",72,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",32,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",24,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",84,null,null,null,"CPA Test 2",72,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",31,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",24,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",78,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},84]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",84,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",33,null,null,null,"CPA Test 1",31,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",37,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",78,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",83,null,null,null,"CPA Test 4",33,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",37,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",69,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",24,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},83]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",83,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",69,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",11,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",24,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",70,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",24,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,"CPA Test 1",11,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",37,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",70,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",24,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",11,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",10,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",35,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",37,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",65,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",30,null,null,null,"CPA Test 4",11,null,null,null,null,null,{"$error":"#REF!"},10]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",10,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",15,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",12,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",37,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",65,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",87,null,null,null,"CPA Test 2",30,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},15]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",15,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",56,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",12,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",37,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",78,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},87]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",12,null,null,null,"CPA Test 5",87,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",56,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",76,null,null,null,"CPA Test 2",78,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",12,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",54,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",76,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",27,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",54,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",23,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",27,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",23,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",23,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",63,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",21,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",44,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",49,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",28,null,null,null,"CPA Test 3",23,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",76,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",63,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",21,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",44,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",49,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",28,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",82,null,null,null,"CPA Test 4",76,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",0,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},82]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",82,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",0,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",62,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",86,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",22,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",4,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",26,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",62,null,null,null,null,null,{"$error":"#REF!"},86]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",73,null,null,null,"CPA Test 5",86,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",22,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",50,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",11,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},4]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",15,null,null,null,"CPA Test 4",4,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",26,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",21,null,null,null,"CPA Test 3",73,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",57,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",50,null,null,null,null,null,{"$error":"#REF!"},11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",79,null,null,null,"CPA Test 1",11,null,null,null,null,null,{"$error":"#REF!"},15]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",88,null,null,null,"CPA Test 2",15,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",89,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",58,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",21,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",30,null,null,null,"CPA Test 2",57,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",18,null,null,null,"CPA Test 4",79,null,null,null,null,null,{"$error":"#REF!"},88]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",14,null,null,null,"CPA Test 5",88,null,null,null,null,null,{"$error":"#REF!"},89]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",89,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",76,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",27,null,null,null,"CPA Test 3",58,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",30,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},18]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",42,null,null,null,"CPA Test 2",18,null,null,null,null,null,{"$error":"#REF!"},14]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",26,null,null,null,"CPA Test 3",14,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",3,null,null,null,"CPA Test 5",76,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",27,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",42,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",26,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},3]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",3,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",30,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",61,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",62,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",30,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",76,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",61,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",62,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",45,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",63,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",76,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",57,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",45,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",32,null,null,null,"CPA Test 1",63,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",47,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",22,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",57,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",51,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",23,null,null,null,"CPA Test 4",32,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",70,null,null,null,"CPA Test 5",47,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",36,null,null,null,"CPA Test 1",22,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",51,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",50,null,null,null,"CPA Test 2",23,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",70,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",25,null,null,null,"CPA Test 4",36,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",71,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",76,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",50,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",25,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",71,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",14,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",76,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",58,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",47,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},14]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",14,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",58,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",2,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",47,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",20,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},2]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",2,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",69,null,null,null,"CPA Test 3",20,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",63,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",57,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",12,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",23,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",69,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",63,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",90,null,null,null,"CPA Test 3",57,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",12,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",23,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},90]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",90,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",34,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",5,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",77,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",34,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",5,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",77,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",42,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",23,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",24,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",19,null,null,null,"CPA Test 3",42,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",58,null,null,null,"CPA Test 4",23,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",72,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",73,null,null,null,"CPA Test 3",24,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},19]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",30,null,null,null,"CPA Test 1",19,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",58,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",72,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",73,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",30,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",33,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",43,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",37,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",50,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",27,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",16,null,null,null,"CPA Test 1",33,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",43,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",63,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",37,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",45,null,null,null,"CPA Test 5",50,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",27,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",74,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},16]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",16,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",63,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",45,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",63,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",74,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",23,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",28,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",63,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",34,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",23,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",24,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",75,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",34,null,null,null,"CPA Test 4",28,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",34,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",58,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",38,null,null,null,"CPA Test 3",24,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",9,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",27,null,null,null,"CPA Test 5",75,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",34,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",7,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",19,null,null,null,"CPA Test 5",58,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",33,null,null,null,"CPA Test 1",38,null,null,null,null,null,{"$error":"#REF!"},9]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",9,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",27,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",42,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},7]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",7,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},19]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",19,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",33,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",21,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",19,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",42,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",83,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",31,null,null,null,"CPA Test 3",21,null,null,null,null,null,{"$error":"#REF!"},19]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",79,null,null,null,"CPA Test 4",19,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",14,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",25,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",77,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},83]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",33,null,null,null,"CPA Test 4",83,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",24,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",31,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",79,null,null,null,null,null,{"$error":"#REF!"},14]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",14,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",25,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",77,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",33,null,null,null,null,null,{"$error":"#REF!"},24]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",24,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",39,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",23,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",68,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",76,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",29,null,null,null,"CPA Test 3",39,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",80,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",23,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,"CPA Test 1",68,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",87,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",26,null,null,null,"CPA Test 4",76,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",33,null,null,null,"CPA Test 1",29,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",20,null,null,null,"CPA Test 2",80,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",20,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",81,null,null,null,"CPA Test 4",35,null,null,null,null,null,{"$error":"#REF!"},87]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",42,null,null,null,"CPA Test 5",87,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",80,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",26,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",33,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",20,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",20,null,null,null,null,null,{"$error":"#REF!"},81]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",43,null,null,null,"CPA Test 2",81,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",42,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",72,null,null,null,"CPA Test 4",80,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",6,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",34,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",43,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",72,null,null,null,null,null,{"$error":"#REF!"},6]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",70,null,null,null,"CPA Test 3",6,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",42,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",43,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",34,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",70,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",42,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",79,null,null,null,"CPA Test 3",43,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",35,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",79,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",63,null,null,null,"CPA Test 3",35,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",33,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",47,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",26,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",63,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",46,null,null,null,"CPA Test 2",33,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",73,null,null,null,"CPA Test 4",47,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",23,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",29,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",62,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",26,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",73,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",54,null,null,null,"CPA Test 5",46,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",73,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",20,null,null,null,"CPA Test 3",23,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",29,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",62,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",73,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",76,null,null,null,"CPA Test 2",73,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",51,null,null,null,"CPA Test 3",54,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",5,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",29,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",62,null,null,null,"CPA Test 1",20,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",56,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",72,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",62,null,null,null,"CPA Test 4",73,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",17,null,null,null,"CPA Test 5",76,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",51,null,null,null,null,null,{"$error":"#REF!"},5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",5,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",40,null,null,null,"CPA Test 3",29,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",62,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",56,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",72,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",28,null,null,null,"CPA Test 2",62,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",17,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",33,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",71,null,null,null,"CPA Test 1",40,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",57,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",27,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",25,null,null,null,"CPA Test 5",28,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",62,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",33,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",59,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",71,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",57,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",67,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",27,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",25,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",62,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",59,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",29,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",75,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",91,null,null,null,"CPA Test 4",67,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",59,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},29]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",23,null,null,null,"CPA Test 5",29,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",42,null,null,null,"CPA Test 1",75,null,null,null,null,null,{"$error":"#REF!"},91]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",23,null,null,null,"CPA Test 2",91,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",59,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",40,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",44,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",59,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",23,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",42,null,null,null,null,null,{"$error":"#REF!"},23]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",23,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",68,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",59,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",40,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",44,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",61,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",30,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",36,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",66,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",68,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",58,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",35,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",74,null,null,null,"CPA Test 4",30,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",26,null,null,null,"CPA Test 5",36,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",66,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",58,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",69,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",58,null,null,null,"CPA Test 1",35,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",86,null,null,null,"CPA Test 2",74,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",26,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",12,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",27,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",69,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",58,null,null,null,null,null,{"$error":"#REF!"},86]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",86,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",12,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",27,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",39,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",86,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",5,null,null,null,"CPA Test 3",39,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",39,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},86]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",89,null,null,null,"CPA Test 4",86,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",34,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",5,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",80,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",33,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",39,null,null,null,null,null,{"$error":"#REF!"},89]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",89,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",34,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",5,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",79,null,null,null,"CPA Test 5",80,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",54,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",33,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",31,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",63,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",75,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",5,null,null,null,null,null,{"$error":"#REF!"},79]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",66,null,null,null,"CPA Test 3",79,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",51,null,null,null,"CPA Test 5",54,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",85,null,null,null,"CPA Test 2",31,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",63,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",75,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",59,null,null,null,"CPA Test 1",66,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",76,null,null,null,"CPA Test 3",51,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",63,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},85]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",46,null,null,null,"CPA Test 5",85,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",48,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",45,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",65,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",59,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",74,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},76]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",45,null,null,null,"CPA Test 1",76,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",55,null,null,null,"CPA Test 2",63,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",59,null,null,null,"CPA Test 3",46,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",55,null,null,null,"CPA Test 4",48,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",9,null,null,null,"CPA Test 5",45,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",65,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",34,null,null,null,"CPA Test 3",74,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",54,null,null,null,"CPA Test 4",45,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",55,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",11,null,null,null,"CPA Test 1",59,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",55,null,null,null,null,null,{"$error":"#REF!"},9]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",9,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",27,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",74,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",34,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",70,null,null,null,"CPA Test 2",54,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},11]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",11,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",65,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",27,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",59,null,null,null,"CPA Test 3",74,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",70,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",65,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",30,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",26,null,null,null,"CPA Test 1",59,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",27,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",22,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",19,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",30,null,null,null,null,null,{"$error":"#REF!"},26]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",41,null,null,null,"CPA Test 4",26,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",38,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",27,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",41,null,null,null,"CPA Test 3",22,null,null,null,null,null,{"$error":"#REF!"},19]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",19,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",75,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",58,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",54,null,null,null,"CPA Test 2",41,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",56,null,null,null,"CPA Test 3",38,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",20,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",41,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",58,null,null,null,"CPA Test 3",75,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",58,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",54,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",56,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",60,null,null,null,"CPA Test 3",20,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",28,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",58,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",58,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",60,null,null,null,"CPA Test 1",60,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",41,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",37,null,null,null,"CPA Test 3",28,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",67,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",35,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",64,null,null,null,"CPA Test 3",58,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",78,null,null,null,"CPA Test 4",60,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",41,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",37,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",67,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",35,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",68,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",34,null,null,null,"CPA Test 1",64,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",78,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",21,null,null,null,"CPA Test 3",68,null,null,null,null,null,{"$error":"#REF!"},34]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",34,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",46,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",86,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",66,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",50,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",78,null,null,null,"CPA Test 1",21,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",28,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",46,null,null,null,null,null,{"$error":"#REF!"},86]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",86,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",85,null,null,null,"CPA Test 2",66,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",50,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",78,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",75,null,null,null,"CPA Test 5",28,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",30,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",12,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},85]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",85,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",15,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",62,null,null,null,"CPA Test 3",75,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",64,null,null,null,"CPA Test 4",30,null,null,null,null,null,{"$error":"#REF!"},12]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",35,null,null,null,"CPA Test 5",12,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",33,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",27,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",44,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},15]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",30,null,null,null,"CPA Test 4",15,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},62]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",62,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",39,null,null,null,"CPA Test 2",64,null,null,null,null,null,{"$error":"#REF!"},35]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",22,null,null,null,"CPA Test 3",35,null,null,null,null,null,{"$error":"#REF!"},33]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",70,null,null,null,"CPA Test 4",33,null,null,null,null,null,{"$error":"#REF!"},27]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",67,null,null,null,"CPA Test 5",27,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",38,null,null,null,"CPA Test 1",44,null,null,null,null,null,{"$error":"#REF!"},30]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",43,null,null,null,"CPA Test 2",30,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",47,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",66,null,null,null,"CPA Test 5",39,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",22,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",70,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",14,null,null,null,"CPA Test 3",67,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",36,null,null,null,"CPA Test 4",38,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",21,null,null,null,"CPA Test 5",43,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",47,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",42,null,null,null,"CPA Test 3",66,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",49,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",25,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},14]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",14,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",63,null,null,null,"CPA Test 2",36,null,null,null,null,null,{"$error":"#REF!"},21]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",48,null,null,null,"CPA Test 3",21,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",28,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",54,null,null,null,"CPA Test 1",42,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",49,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",25,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",59,null,null,null,"CPA Test 5",63,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",25,null,null,null,"CPA Test 1",48,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",80,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",17,null,null,null,"CPA Test 3",28,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",56,null,null,null,"CPA Test 4",54,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",64,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",77,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",59,null,null,null,null,null,{"$error":"#REF!"},25]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",25,null,null,null,null,null,{"$error":"#REF!"},80]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",70,null,null,null,"CPA Test 5",80,null,null,null,null,null,{"$error":"#REF!"},17]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",63,null,null,null,"CPA Test 1",17,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",78,null,null,null,"CPA Test 2",56,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",64,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",96,null,null,null,"CPA Test 4",77,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",53,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",49,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},70]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",43,null,null,null,"CPA Test 3",70,null,null,null,null,null,{"$error":"#REF!"},63]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",47,null,null,null,"CPA Test 4",63,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",78,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},96]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",47,null,null,null,"CPA Test 2",96,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",67,null,null,null,"CPA Test 3",53,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",68,null,null,null,"CPA Test 4",49,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",64,null,null,null,"CPA Test 1",43,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",60,null,null,null,"CPA Test 2",47,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",52,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",47,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",31,null,null,null,"CPA Test 1",67,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",68,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",59,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",64,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",60,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",43,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",67,null,null,null,"CPA Test 2",52,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",37,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},31]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",31,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",52,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",59,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",53,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",38,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},43]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",43,null,null,null,null,null,{"$error":"#REF!"},67]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",69,null,null,null,"CPA Test 5",67,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",51,null,null,null,"CPA Test 1",37,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",52,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",53,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",36,null,null,null,"CPA Test 5",53,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",53,null,null,null,"CPA Test 1",38,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",69,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",71,null,null,null,"CPA Test 3",69,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",15,null,null,null,"CPA Test 4",51,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",16,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",77,null,null,null,"CPA Test 2",53,null,null,null,null,null,{"$error":"#REF!"},36]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",36,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",53,null,null,null,null,null,{"$error":"#REF!"},69]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",69,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",82,null,null,null,"CPA Test 1",71,null,null,null,null,null,{"$error":"#REF!"},15]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",28,null,null,null,"CPA Test 2",15,null,null,null,null,null,{"$error":"#REF!"},16]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",78,null,null,null,"CPA Test 3",16,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",74,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",22,null,null,null,"CPA Test 5",77,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",20,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",49,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",45,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},82]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",74,null,null,null,"CPA Test 4",82,null,null,null,null,null,{"$error":"#REF!"},28]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",32,null,null,null,"CPA Test 5",28,null,null,null,null,null,{"$error":"#REF!"},78]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",40,null,null,null,"CPA Test 1",78,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",74,null,null,null,null,null,{"$error":"#REF!"},22]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",55,null,null,null,"CPA Test 3",22,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",20,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",77,null,null,null,"CPA Test 5",49,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",45,null,null,null,null,null,{"$error":"#REF!"},74]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",73,null,null,null,"CPA Test 2",74,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",32,null,null,null,null,null,{"$error":"#REF!"},40]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",75,null,null,null,"CPA Test 4",40,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",18,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",55,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",45,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",50,null,null,null,"CPA Test 3",77,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",77,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",47,null,null,null,"CPA Test 5",73,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",66,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},75]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",75,null,null,null,null,null,{"$error":"#REF!"},18]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",18,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",65,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",44,null,null,null,"CPA Test 5",45,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",9,null,null,null,"CPA Test 1",50,null,null,null,null,null,{"$error":"#REF!"},77]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",39,null,null,null,"CPA Test 2",77,null,null,null,null,null,{"$error":"#REF!"},47]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",47,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",46,null,null,null,"CPA Test 4",66,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",20,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",56,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",68,null,null,null,"CPA Test 2",65,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",20,null,null,null,"CPA Test 3",44,null,null,null,null,null,{"$error":"#REF!"},9]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",45,null,null,null,"CPA Test 4",9,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",39,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",61,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",65,null,null,null,"CPA Test 2",46,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",32,null,null,null,"CPA Test 3",20,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",42,null,null,null,"CPA Test 4",56,null,null,null,null,null,{"$error":"#REF!"},68]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",84,null,null,null,"CPA Test 5",68,null,null,null,null,null,{"$error":"#REF!"},20]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",57,null,null,null,"CPA Test 1",20,null,null,null,null,null,{"$error":"#REF!"},45]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",72,null,null,null,"CPA Test 2",45,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",15,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",73,null,null,null,"CPA Test 4",61,null,null,null,null,null,{"$error":"#REF!"},65]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",55,null,null,null,"CPA Test 5",65,null,null,null,null,null,{"$error":"#REF!"},32]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",52,null,null,null,"CPA Test 1",32,null,null,null,null,null,{"$error":"#REF!"},42]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",64,null,null,null,"CPA Test 2",42,null,null,null,null,null,{"$error":"#REF!"},84]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",54,null,null,null,"CPA Test 3",84,null,null,null,null,null,{"$error":"#REF!"},57]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",57,null,null,null,null,null,{"$error":"#REF!"},72]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",49,null,null,null,"CPA Test 5",72,null,null,null,null,null,{"$error":"#REF!"},15]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",55,null,null,null,"CPA Test 1",15,null,null,null,null,null,{"$error":"#REF!"},73]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",52,null,null,null,"CPA Test 2",73,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",49,null,null,null,"CPA Test 3",55,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",51,null,null,null,"CPA Test 4",52,null,null,null,null,null,{"$error":"#REF!"},64]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",38,null,null,null,"CPA Test 5",64,null,null,null,null,null,{"$error":"#REF!"},54]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",39,null,null,null,"CPA Test 1",54,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",46,null,null,null,"CPA Test 3",49,null,null,null,null,null,{"$error":"#REF!"},55]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",60,null,null,null,"CPA Test 4",55,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",56,null,null,null,"CPA Test 5",52,null,null,null,null,null,{"$error":"#REF!"},49]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",88,null,null,null,"CPA Test 1",49,null,null,null,null,null,{"$error":"#REF!"},51]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",59,null,null,null,"CPA Test 2",51,null,null,null,null,null,{"$error":"#REF!"},38]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",37,null,null,null,"CPA Test 3",38,null,null,null,null,null,{"$error":"#REF!"},39]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",44,null,null,null,"CPA Test 4",39,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",61,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},46]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",58,null,null,null,"CPA Test 1",46,null,null,null,null,null,{"$error":"#REF!"},60]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",66,null,null,null,"CPA Test 2",60,null,null,null,null,null,{"$error":"#REF!"},56]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",53,null,null,null,"CPA Test 3",56,null,null,null,null,null,{"$error":"#REF!"},88]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",48,null,null,null,"CPA Test 4",88,null,null,null,null,null,{"$error":"#REF!"},59]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,"CPA Test 5",59,null,null,null,null,null,{"$error":"#REF!"},37]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,"CPA Test 1",37,null,null,null,null,null,{"$error":"#REF!"},44]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,"CPA Test 2",44,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,"CPA Test 3",61,null,null,null,null,null,{"$error":"#REF!"},58]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,"CPA Test 4",58,null,null,null,null,null,{"$error":"#REF!"},66]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",13,null,null,null,"CPA Test 5",66,null,null,null,null,null,{"$error":"#REF!"},53]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,"CPA Test 1",53,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61,null,null,null,"CPA Test 2",48,null,null,null,null,null,{"$error":"#REF!"},48]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",48,null,null,null,null,null,{"$error":"#REF!"},41]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",41,null,null,null,null,null,{"$error":"#REF!"},71]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",71,null,null,null,null,null,{"$error":"#REF!"},52]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 1",52,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 2",50,null,null,null,null,null,{"$error":"#REF!"},13]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 3",13,null,null,null,null,null,{"$error":"#REF!"},50]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 4",50,null,null,null,null,null,{"$error":"#REF!"},61]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CPA Test 5",61]

{"sheet":"ImproperToProper","index":63,"n_rows":1922,"n_cols":9,"rows_kept":1922,"cut":false,"hidden":false,"merged":[[2,1,2,8]]}
[]
[null,"Unpivot Power Query feature to convert an Improper Data Set to a Proper Data Set:"]
[null,"The Improper Data Set has a unique list of elements from a single variable column show as column headers, with data points below each column header. The Improper Data Set is more difficult to deal with when performing data analysis. The Proper Data Set lists only the variable fields and does not show elements from a variable field as column headers. A Proper Data Set shows only variable fields, in the CPA example: CPATest and Score. The feature that you use to convert the Improper Data Set to a Proper Data Set is the Unpivot feature."]
[]
[null,"Improper Data Set with a Pivoted Column (Field)",null,null,null,null,null,"Proper Data Set with only Variable Fields"]
[]
[null,"CPA Test 1","CPA Test 2","CPA Test 3","CPA Test 4","CPA Test 5",null,"CPATest","Score"]
[null,22,28,43,35,55,null,"CPA Test 1",22]
[null,49,14,32,45,53,null,"CPA Test 2",28]
[null,70,5,52,61,30,null,"CPA Test 3",43]
[null,13,65,5,37,68,null,"CPA Test 4",35]
[null,52,80,51,52,58,null,"CPA Test 5",55]
[null,44,67,62,55,31,null,"CPA Test 1",49]
[null,18,81,56,45,61,null,"CPA Test 2",14]
[null,52,47,31,7,57,null,"CPA Test 3",32]
[null,49,51,47,44,87,null,"CPA Test 4",45]
[null,37,67,12,57,60,null,"CPA Test 5",53]
[null,78,66,64,58,66,null,"CPA Test 1",70]
[null,75,81,61,50,66,null,"CPA Test 2",5]
[null,70,63,49,53,64,null,"CPA Test 3",52]
[null,51,15,67,39,32,null,"CPA Test 4",61]
[null,50,54,34,34,62,null,"CPA Test 5",30]
[null,70,50,89,60,17,null,"CPA Test 1",13]
[null,71,54,40,40,13,null,"CPA Test 2",65]
[null,72,49,73,4,59,null,"CPA Test 3",5]
[null,17,62,47,43,77,null,"CPA Test 4",37]
[null,45,58,69,43,56,null,"CPA Test 5",68]
[null,62,64,31,36,74,null,"CPA Test 1",52]
[null,40,62,43,28,71,null,"CPA Test 2",80]
[null,50,49,55,85,49,null,"CPA Test 3",51]
[null,77,53,16,61,23,null,"CPA Test 4",52]
[null,56,66,41,35,73,null,"CPA Test 5",58]
[null,51,65,37,61,59,null,"CPA Test 1",44]
[null,53,71,29,58,67,null,"CPA Test 2",67]
[null,15,50,85,75,67,null,"CPA Test 3",62]
[null,54,77,40,32,55,null,"CPA Test 4",55]
[null,42,47,39,11,58,null,"CPA Test 5",31]
[null,71,69,48,38,67,null,"CPA Test 1",18]
[null,21,73,50,44,88,null,"CPA Test 2",81]
[null,51,50,47,37,59,null,"CPA Test 3",56]
[null,32,75,29,30,23,null,"CPA Test 4",45]
[null,91,54,58,63,64,null,"CPA Test 5",61]
[null,36,97,50,70,60,null,"CPA Test 1",52]
[null,36,66,40,52,68,null,"CPA Test 2",47]
[null,42,57,48,46,66,null,"CPA Test 3",31]
[null,53,72,60,36,69,null,"CPA Test 4",7]
[null,53,46,50,91,38,null,"CPA Test 5",57]
[null,41,64,50,38,75,null,"CPA Test 1",49]
[null,48,29,45,45,58,null,"CPA Test 2",51]
[null,66,44,49,7,42,null,"CPA Test 3",47]
[null,49,47,37,65,18,null,"CPA Test 4",44]
[null,9,59,6,53,58,null,"CPA Test 5",87]
[null,57,65,34,33,55,null,"CPA Test 1",37]
[null,55,17,39,54,75,null,"CPA Test 2",67]
[null,49,57,51,52,63,null,"CPA Test 3",12]
[null,55,64,49,45,12,null,"CPA Test 4",57]
[null,54,9,49,69,27,null,"CPA Test 5",60]
[null,73,49,47,57,67,null,"CPA Test 1",78]
[null,46,49,15,50,51,null,"CPA Test 2",66]
[null,65,68,64,47,26,null,"CPA Test 3",64]
[null,58,56,76,53,63,null,"CPA Test 4",58]
[null,48,39,53,20,59,null,"CPA Test 5",66]
[null,60,48,80,59,53,null,"CPA Test 1",75]
[null,44,61,47,32,20,null,"CPA Test 2",81]
[null,48,52,67,28,42,null,"CPA Test 3",61]
[null,58,50,42,32,63,null,"CPA Test 4",50]
[null,40,53,54,64,67,null,"CPA Test 5",66]
[null,49,53,62,51,62,null,"CPA Test 1",70]
[null,48,14,44,66,71,null,"CPA Test 2",63]
[null,64,60,59,67,67,null,"CPA Test 3",49]
[null,37,12,20,68,83,null,"CPA Test 4",53]
[null,33,67,51,57,12,null,"CPA Test 5",64]
[null,50,44,52,61,64,null,"CPA Test 1",51]
[null,56,18,50,66,74,null,"CPA Test 2",15]
[null,48,61,51,70,62,null,"CPA Test 3",67]
[null,77,76,61,39,40,null,"CPA Test 4",39]
[null,34,53,51,49,69,null,"CPA Test 5",32]
[null,49,29,24,64,42,null,"CPA Test 1",50]
[null,47,55,51,37,58,null,"CPA Test 2",54]
[null,71,60,53,73,79,null,"CPA Test 3",34]
[null,49,88,26,61,64,null,"CPA Test 4",34]
[null,62,56,20,43,57,null,"CPA Test 5",62]
[null,68,41,50,40,20,null,"CPA Test 1",70]
[null,33,29,55,3,79,null,"CPA Test 2",50]
[null,43,65,51,61,67,null,"CPA Test 3",89]
[null,48,84,51,60,57,null,"CPA Test 4",60]
[null,71,51,64,31,57,null,"CPA Test 5",17]
[null,71,49,41,40,85,null,"CPA Test 1",71]
[null,22,32,68,46,75,null,"CPA Test 2",54]
[null,57,56,74,68,79,null,"CPA Test 3",40]
[null,38,25,38,49,68,null,"CPA Test 4",40]
[null,51,51,30,40,64,null,"CPA Test 5",13]
[null,47,53,45,79,20,null,"CPA Test 1",72]
[null,49,80,27,61,54,null,"CPA Test 2",49]
[null,57,41,46,55,66,null,"CPA Test 3",73]
[null,66,46,64,68,38,null,"CPA Test 4",4]
[null,74,47,75,43,68,null,"CPA Test 5",59]
[null,32,71,48,65,67,null,"CPA Test 1",17]
[null,48,52,43,24,66,null,"CPA Test 2",62]
[null,45,54,72,2,71,null,"CPA Test 3",47]
[null,43,39,54,71,47,null,"CPA Test 4",43]
[null,64,45,48,43,62,null,"CPA Test 5",77]
[null,23,14,70,59,67,null,"CPA Test 1",45]
[null,40,73,71,66,17,null,"CPA Test 2",58]
[null,30,59,17,40,65,null,"CPA Test 3",69]
[null,46,60,35,66,69,null,"CPA Test 4",43]
[null,61,77,27,38,73,null,"CPA Test 5",56]
[null,50,71,36,56,45,null,"CPA Test 1",62]
[null,42,48,43,52,74,null,"CPA Test 2",64]
[null,39,58,61,49,67,null,"CPA Test 3",31]
[null,74,52,67,62,69,null,"CPA Test 4",36]
[null,51,75,59,44,62,null,"CPA Test 5",74]
[null,24,68,71,41,67,null,"CPA Test 1",40]
[null,45,36,43,49,67,null,"CPA Test 2",62]
[null,51,31,34,13,67,null,"CPA Test 3",43]
[null,57,56,40,36,68,null,"CPA Test 4",28]
[null,47,38,54,41,65,null,"CPA Test 5",71]
[null,46,47,47,54,68,null,"CPA Test 1",50]
[null,52,81,67,75,90,null,"CPA Test 2",49]
[null,48,25,55,60,59,null,"CPA Test 3",55]
[null,56,69,22,56,67,null,"CPA Test 4",85]
[null,56,80,80,73,73,null,"CPA Test 5",49]
[null,27,52,12,63,64,null,"CPA Test 1",77]
[null,47,51,61,22,51,null,"CPA Test 2",53]
[null,84,52,52,54,65,null,"CPA Test 3",16]
[null,70,55,48,27,58,null,"CPA Test 4",61]
[null,77,57,41,31,41,null,"CPA Test 5",23]
[null,45,32,73,41,70,null,"CPA Test 1",56]
[null,58,35,51,57,70,null,"CPA Test 2",66]
[null,54,76,62,67,56,null,"CPA Test 3",41]
[null,56,41,51,52,65,null,"CPA Test 4",35]
[null,33,69,55,22,88,null,"CPA Test 5",73]
[null,41,49,51,38,69,null,"CPA Test 1",51]
[null,45,46,50,55,64,null,"CPA Test 2",65]
[null,47,50,49,18,62,null,"CPA Test 3",37]
[null,49,46,66,29,76,null,"CPA Test 4",61]
[null,67,45,57,68,60,null,"CPA Test 5",59]
[null,45,52,49,29,85,null,"CPA Test 1",53]
[null,75,34,51,64,69,null,"CPA Test 2",71]
[null,24,49,73,35,75,null,"CPA Test 3",29]
[null,64,65,53,25,16,null,"CPA Test 4",58]
[null,27,50,84,64,62,null,"CPA Test 5",67]
[null,44,79,79,45,74,null,"CPA Test 1",15]
[null,53,43,52,48,12,null,"CPA Test 2",50]
[null,21,60,54,59,17,null,"CPA Test 3",85]
[null,44,53,55,71,53,null,"CPA Test 4",75]
[null,73,76,52,22,59,null,"CPA Test 5",67]
[null,23,74,45,38,60,null,"CPA Test 1",54]
[null,31,25,48,60,77,null,"CPA Test 2",77]
[null,74,65,59,70,43,null,"CPA Test 3",40]
[null,67,47,59,10,72,null,"CPA Test 4",32]
[null,61,31,25,54,17,null,"CPA Test 5",55]
[null,26,54,51,56,46,null,"CPA Test 1",42]
[null,10,26,57,61,70,null,"CPA Test 2",47]
[null,76,68,53,71,27,null,"CPA Test 3",39]
[null,54,79,54,52,72,null,"CPA Test 4",11]
[null,24,42,47,11,61,null,"CPA Test 5",58]
[null,35,64,54,54,63,null,"CPA Test 1",71]
[null,48,66,61,48,70,null,"CPA Test 2",69]
[null,43,55,8,28,71,null,"CPA Test 3",48]
[null,54,25,76,64,46,null,"CPA Test 4",38]
[null,50,51,55,46,61,null,"CPA Test 5",67]
[null,74,68,51,61,71,null,"CPA Test 1",21]
[null,51,71,48,55,43,null,"CPA Test 2",73]
[null,28,24,79,41,79,null,"CPA Test 3",50]
[null,52,70,63,24,66,null,"CPA Test 4",44]
[null,72,61,72,56,74,null,"CPA Test 5",88]
[null,51,37,65,45,65,null,"CPA Test 1",51]
[null,60,75,46,63,26,null,"CPA Test 2",50]
[null,73,52,77,48,66,null,"CPA Test 3",47]
[null,38,58,72,54,64,null,"CPA Test 4",37]
[null,40,67,44,39,87,null,"CPA Test 5",59]
[null,64,53,59,57,56,null,"CPA Test 1",32]
[null,54,57,56,67,67,null,"CPA Test 2",75]
[null,41,61,33,66,64,null,"CPA Test 3",29]
[null,48,46,56,31,63,null,"CPA Test 4",30]
[null,44,58,39,67,66,null,"CPA Test 5",23]
[null,74,78,73,65,63,null,"CPA Test 1",91]
[null,70,79,43,63,57,null,"CPA Test 2",54]
[null,30,91,74,49,73,null,"CPA Test 3",58]
[null,32,67,67,59,69,null,"CPA Test 4",63]
[null,18,59,48,63,71,null,"CPA Test 5",64]
[null,69,45,57,31,77,null,"CPA Test 1",36]
[null,54,49,69,64,69,null,"CPA Test 2",97]
[null,60,48,62,47,58,null,"CPA Test 3",50]
[null,71,68,66,66,34,null,"CPA Test 4",70]
[null,45,52,31,73,68,null,"CPA Test 5",60]
[null,43,49,52,41,48,null,"CPA Test 1",36]
[null,52,50,31,49,62,null,"CPA Test 2",66]
[null,35,1,74,48,63,null,"CPA Test 3",40]
[null,73,81,43,20,90,null,"CPA Test 4",52]
[null,47,75,40,52,22,null,"CPA Test 5",68]
[null,62,49,53,64,65,null,"CPA Test 1",42]
[null,45,40,66,70,59,null,"CPA Test 2",57]
[null,57,43,29,61,44,null,"CPA Test 3",48]
[null,47,49,41,32,74,null,"CPA Test 4",46]
[null,69,54,54,42,71,null,"CPA Test 5",66]
[null,55,69,64,7,72,null,"CPA Test 1",53]
[null,62,51,52,62,66,null,"CPA Test 2",72]
[null,56,41,69,57,59,null,"CPA Test 3",60]
[null,52,25,62,43,65,null,"CPA Test 4",36]
[null,69,43,54,50,64,null,"CPA Test 5",69]
[null,42,32,57,65,67,null,"CPA Test 1",53]
[null,44,72,45,46,64,null,"CPA Test 2",46]
[null,46,54,24,28,84,null,"CPA Test 3",50]
[null,31,51,51,48,65,null,"CPA Test 4",91]
[null,60,78,57,33,37,null,"CPA Test 5",38]
[null,35,62,62,49,65,null,"CPA Test 1",41]
[null,43,83,49,63,55,null,"CPA Test 2",64]
[null,69,50,49,24,52,null,"CPA Test 3",50]
[null,47,64,54,60,59,null,"CPA Test 4",38]
[null,11,66,61,70,24,null,"CPA Test 5",75]
[null,40,56,53,35,37,null,"CPA Test 1",48]
[null,43,41,61,11,10,null,"CPA Test 2",29]
[null,51,43,50,63,55,null,"CPA Test 3",45]
[null,65,30,54,15,65,null,"CPA Test 4",45]
[null,49,12,37,50,87,null,"CPA Test 5",58]
[null,52,56,56,45,55,null,"CPA Test 1",66]
[null,48,78,12,71,53,null,"CPA Test 2",44]
[null,71,58,51,60,76,null,"CPA Test 3",49]
[null,53,60,47,38,54,null,"CPA Test 4",7]
[null,55,44,64,39,65,null,"CPA Test 5",42]
[null,53,27,59,23,61,null,"CPA Test 1",49]
[null,52,54,48,50,77,null,"CPA Test 2",47]
[null,40,54,23,64,74,null,"CPA Test 3",37]
[null,55,63,21,44,49,null,"CPA Test 4",65]
[null,28,70,47,76,63,null,"CPA Test 5",18]
[null,45,70,47,53,61,null,"CPA Test 1",9]
[null,48,82,57,0,72,null,"CPA Test 2",59]
[null,56,50,48,51,57,null,"CPA Test 3",6]
[null,52,49,52,62,86,null,"CPA Test 4",53]
[null,22,46,51,4,26,null,"CPA Test 5",58]
[null,47,48,73,54,50,null,"CPA Test 1",57]
[null,11,15,54,65,67,null,"CPA Test 2",65]
[null,21,57,64,79,88,null,"CPA Test 3",34]
[null,89,66,58,71,30,null,"CPA Test 4",33]
[null,54,18,14,50,76,null,"CPA Test 5",55]
[null,27,41,62,68,42,null,"CPA Test 1",55]
[null,26,46,3,56,53,null,"CPA Test 2",17]
[null,49,56,57,67,75,null,"CPA Test 3",39]
[null,56,54,30,61,55,null,"CPA Test 4",54]
[null,70,61,62,39,68,null,"CPA Test 5",75]
[null,47,48,57,76,53,null,"CPA Test 1",49]
[null,77,52,52,32,45,null,"CPA Test 2",57]
[null,63,36,29,53,64,null,"CPA Test 3",51]
[null,57,45,50,32,47,null,"CPA Test 4",52]
[null,22,51,57,56,51,null,"CPA Test 5",63]
[null,56,23,70,36,59,null,"CPA Test 1",55]
[null,52,51,66,65,50,null,"CPA Test 2",64]
[null,51,25,71,61,52,null,"CPA Test 3",49]
[null,76,54,50,54,59,null,"CPA Test 4",45]
[null,41,14,48,53,69,null,"CPA Test 5",12]
[null,58,62,45,47,73,null,"CPA Test 1",54]
[null,46,53,49,28,77,null,"CPA Test 2",9]
[null,2,36,20,57,56,null,"CPA Test 3",49]
[null,77,62,55,65,52,null,"CPA Test 4",69]
[null,69,63,57,45,66,null,"CPA Test 5",27]
[null,45,12,23,56,69,null,"CPA Test 1",73]
[null,90,51,48,65,55,null,"CPA Test 2",49]
[null,70,58,52,49,34,null,"CPA Test 3",47]
[null,55,5,54,77,68,null,"CPA Test 4",57]
[null,42,43,51,49,75,null,"CPA Test 5",67]
[null,51,48,66,52,63,null,"CPA Test 1",46]
[null,44,54,42,23,61,null,"CPA Test 2",49]
[null,56,47,24,45,64,null,"CPA Test 3",15]
[null,19,58,72,57,56,null,"CPA Test 4",50]
[null,73,65,49,30,58,null,"CPA Test 5",51]
[null,50,51,48,57,71,null,"CPA Test 1",65]
[null,50,44,51,40,69,null,"CPA Test 2",68]
[null,33,43,61,37,50,null,"CPA Test 3",64]
[null,27,47,48,16,61,null,"CPA Test 4",47]
[null,63,50,45,51,74,null,"CPA Test 5",26]
[null,55,60,61,41,53,null,"CPA Test 1",58]
[null,54,63,29,23,75,null,"CPA Test 2",56]
[null,55,53,67,28,63,null,"CPA Test 3",76]
[null,34,51,24,55,75,null,"CPA Test 4",53]
[null,44,34,52,53,58,null,"CPA Test 5",63]
[null,38,9,27,39,73,null,"CPA Test 1",48]
[null,7,48,19,33,57,null,"CPA Test 2",39]
[null,67,42,46,55,57,null,"CPA Test 3",53]
[null,43,45,21,19,61,null,"CPA Test 4",20]
[null,35,44,29,83,64,null,"CPA Test 5",59]
[null,31,79,14,25,67,null,"CPA Test 1",60]
[null,77,33,24,54,61,null,"CPA Test 2",48]
[null,52,51,54,52,67,null,"CPA Test 3",80]
[null,41,70,46,55,71,null,"CPA Test 4",59]
[null,43,49,52,65,70,null,"CPA Test 5",53]
[null,50,41,39,46,23,null,"CPA Test 1",44]
[null,68,69,69,76,59,null,"CPA Test 2",61]
[null,29,80,55,35,87,null,"CPA Test 3",47]
[null,56,26,46,33,20,null,"CPA Test 4",32]
[null,20,81,42,80,63,null,"CPA Test 5",20]
[null,50,77,48,50,43,null,"CPA Test 1",48]
[null,51,72,6,38,66,null,"CPA Test 2",52]
[null,34,47,54,68,71,null,"CPA Test 3",67]
[null,70,42,43,48,59,null,"CPA Test 4",28]
[null,52,41,67,61,60,null,"CPA Test 5",42]
[null,79,56,35,48,68,null,"CPA Test 1",58]
[null,56,77,52,65,67,null,"CPA Test 2",50]
[null,63,33,46,47,70,null,"CPA Test 3",42]
[null,35,77,26,55,46,null,"CPA Test 4",32]
[null,55,73,23,29,62,null,"CPA Test 5",63]
[null,45,73,54,40,67,null,"CPA Test 1",40]
[null,20,69,69,73,76,null,"CPA Test 2",53]
[null,51,5,29,62,56,null,"CPA Test 3",54]
[null,72,62,17,51,65,null,"CPA Test 4",64]
[null,40,49,50,60,28,null,"CPA Test 5",67]
[null,60,33,48,71,57,null,"CPA Test 1",49]
[null,54,27,25,62,70,null,"CPA Test 2",53]
[null,59,60,47,67,65,null,"CPA Test 3",62]
[null,67,36,48,48,29,null,"CPA Test 4",51]
[null,75,91,55,51,65,null,"CPA Test 5",62]
[null,55,59,23,42,23,null,"CPA Test 1",48]
[null,50,59,40,44,61,null,"CPA Test 2",14]
[null,42,46,51,68,70,null,"CPA Test 3",44]
[null,45,50,44,30,36,null,"CPA Test 4",66]
[null,66,68,58,66,69,null,"CPA Test 5",71]
[null,35,74,26,49,68,null,"CPA Test 1",64]
[null,67,69,52,58,86,null,"CPA Test 2",60]
[null,47,47,12,27,64,null,"CPA Test 3",59]
[null,42,60,53,65,71,null,"CPA Test 4",67]
[null,71,49,39,56,63,null,"CPA Test 5",67]
[null,45,75,61,86,52,null,"CPA Test 1",37]
[null,5,49,49,65,52,null,"CPA Test 2",12]
[null,39,89,34,48,80,null,"CPA Test 3",20]
[null,49,65,33,56,69,null,"CPA Test 4",68]
[null,52,5,79,45,54,null,"CPA Test 5",83]
[null,50,31,63,75,65,null,"CPA Test 1",33]
[null,66,65,51,57,85,null,"CPA Test 2",67]
[null,44,36,48,59,63,null,"CPA Test 3",51]
[null,76,63,46,48,45,null,"CPA Test 4",57]
[null,65,77,74,45,55,null,"CPA Test 5",12]
[null,59,55,9,20,60,null,"CPA Test 1",50]
[null,34,54,44,11,71,null,"CPA Test 2",44]
[null,46,27,74,50,70,null,"CPA Test 3",52]
[null,64,53,52,65,77,null,"CPA Test 4",61]
[null,59,49,52,56,65,null,"CPA Test 5",64]
[null,64,70,30,26,60,null,"CPA Test 1",56]
[null,50,27,22,19,67,null,"CPA Test 2",18]
[null,48,41,38,20,67,null,"CPA Test 3",50]
[null,41,48,75,58,54,null,"CPA Test 4",66]
[null,56,50,20,56,77,null,"CPA Test 5",74]
[null,58,46,44,20,71,null,"CPA Test 1",48]
[null,60,53,28,57,73,null,"CPA Test 2",61]
[null,42,68,58,60,41,null,"CPA Test 3",51]
[null,37,67,50,35,72,null,"CPA Test 4",70]
[null,64,78,50,56,66,null,"CPA Test 5",62]
[null,54,51,68,34,59,null,"CPA Test 1",77]
[null,54,46,50,50,71,null,"CPA Test 2",76]
[null,21,50,50,46,86,null,"CPA Test 3",61]
[null,49,66,50,78,28,null,"CPA Test 4",39]
[null,43,56,67,52,85,null,"CPA Test 5",40]
[null,44,51,75,30,12,null,"CPA Test 1",34]
[null,55,75,47,15,66,null,"CPA Test 2",53]
[null,62,64,35,33,27,null,"CPA Test 3",51]
[null,44,30,47,56,39,null,"CPA Test 4",49]
[null,22,70,67,38,43,null,"CPA Test 5",69]
[null,47,44,66,56,71,null,"CPA Test 1",49]
[null,14,36,21,64,69,null,"CPA Test 2",29]
[null,42,49,25,57,63,null,"CPA Test 3",24]
[null,48,45,28,54,59,null,"CPA Test 4",64]
[null,55,68,59,25,80,null,"CPA Test 5",42]
[null,17,56,64,77,69,null,"CPA Test 1",47]
[null,71,45,70,63,78,null,"CPA Test 2",55]
[null,55,96,53,49,68,null,"CPA Test 3",51]
[null,43,47,49,56,47,null,"CPA Test 4",37]
[null,67,68,49,64,60,null,"CPA Test 5",58]
[null,50,52,55,31,53,null,"CPA Test 1",71]
[null,59,48,61,43,67,null,"CPA Test 2",60]
[null,37,44,52,41,53,null,"CPA Test 3",53]
[null,38,50,69,51,65,null,"CPA Test 4",73]
[null,54,53,36,53,69,null,"CPA Test 5",79]
[null,71,15,16,61,77,null,"CPA Test 1",49]
[null,49,51,49,82,28,null,"CPA Test 2",88]
[null,78,74,22,20,49,null,"CPA Test 3",26]
[null,45,74,32,40,66,null,"CPA Test 4",61]
[null,55,51,77,52,73,null,"CPA Test 5",64]
[null,50,75,18,41,45,null,"CPA Test 1",62]
[null,50,77,47,66,59,null,"CPA Test 2",56]
[null,46,65,44,9,39,null,"CPA Test 3",20]
[null,46,46,20,56,68,null,"CPA Test 4",43]
[null,20,45,55,61,65,null,"CPA Test 5",57]
[null,32,42,84,57,72,null,"CPA Test 1",68]
[null,15,73,55,52,64,null,"CPA Test 2",41]
[null,54,51,49,55,52,null,"CPA Test 3",50]
[null,49,51,38,39,59,null,"CPA Test 4",40]
[null,46,60,56,88,59,null,"CPA Test 5",20]
[null,37,44,61,58,66,null,"CPA Test 1",33]
[null,53,48,48,41,71,null,"CPA Test 2",29]
[null,52,50,13,50,61,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",3]
[null,null,null,null,null,null,null,"CPA Test 5",79]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",84]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",31]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",41]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",85]
[null,null,null,null,null,null,null,"CPA Test 1",22]
[null,null,null,null,null,null,null,"CPA Test 2",32]
[null,null,null,null,null,null,null,"CPA Test 3",68]
[null,null,null,null,null,null,null,"CPA Test 4",46]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",57]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",74]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",79]
[null,null,null,null,null,null,null,"CPA Test 1",38]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",38]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",30]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",45]
[null,null,null,null,null,null,null,"CPA Test 4",79]
[null,null,null,null,null,null,null,"CPA Test 5",20]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",80]
[null,null,null,null,null,null,null,"CPA Test 3",27]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",54]
[null,null,null,null,null,null,null,"CPA Test 1",57]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",66]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",38]
[null,null,null,null,null,null,null,"CPA Test 1",74]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",75]
[null,null,null,null,null,null,null,"CPA Test 4",43]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",32]
[null,null,null,null,null,null,null,"CPA Test 2",71]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",24]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",72]
[null,null,null,null,null,null,null,"CPA Test 4",2]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",39]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",47]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",43]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",23]
[null,null,null,null,null,null,null,"CPA Test 2",14]
[null,null,null,null,null,null,null,"CPA Test 3",70]
[null,null,null,null,null,null,null,"CPA Test 4",59]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",40]
[null,null,null,null,null,null,null,"CPA Test 2",73]
[null,null,null,null,null,null,null,"CPA Test 3",71]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",17]
[null,null,null,null,null,null,null,"CPA Test 1",30]
[null,null,null,null,null,null,null,"CPA Test 2",59]
[null,null,null,null,null,null,null,"CPA Test 3",17]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",35]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",61]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",27]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",71]
[null,null,null,null,null,null,null,"CPA Test 3",36]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",45]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",39]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",74]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",62]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",44]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",24]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",71]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",31]
[null,null,null,null,null,null,null,"CPA Test 3",34]
[null,null,null,null,null,null,null,"CPA Test 4",13]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",57]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",40]
[null,null,null,null,null,null,null,"CPA Test 4",36]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",38]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",81]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",75]
[null,null,null,null,null,null,null,"CPA Test 5",90]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",22]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",80]
[null,null,null,null,null,null,null,"CPA Test 3",80]
[null,null,null,null,null,null,null,"CPA Test 4",73]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",27]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",12]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",22]
[null,null,null,null,null,null,null,"CPA Test 5",51]
[null,null,null,null,null,null,null,"CPA Test 1",84]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",70]
[null,null,null,null,null,null,null,"CPA Test 2",55]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",27]
[null,null,null,null,null,null,null,"CPA Test 5",58]
[null,null,null,null,null,null,null,"CPA Test 1",77]
[null,null,null,null,null,null,null,"CPA Test 2",57]
[null,null,null,null,null,null,null,"CPA Test 3",41]
[null,null,null,null,null,null,null,"CPA Test 4",31]
[null,null,null,null,null,null,null,"CPA Test 5",41]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",32]
[null,null,null,null,null,null,null,"CPA Test 3",73]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",58]
[null,null,null,null,null,null,null,"CPA Test 2",35]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",76]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",67]
[null,null,null,null,null,null,null,"CPA Test 5",56]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",33]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",22]
[null,null,null,null,null,null,null,"CPA Test 5",88]
[null,null,null,null,null,null,null,"CPA Test 1",41]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",18]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",29]
[null,null,null,null,null,null,null,"CPA Test 5",76]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",29]
[null,null,null,null,null,null,null,"CPA Test 5",85]
[null,null,null,null,null,null,null,"CPA Test 1",75]
[null,null,null,null,null,null,null,"CPA Test 2",34]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",24]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",73]
[null,null,null,null,null,null,null,"CPA Test 4",35]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",25]
[null,null,null,null,null,null,null,"CPA Test 5",16]
[null,null,null,null,null,null,null,"CPA Test 1",27]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",84]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",79]
[null,null,null,null,null,null,null,"CPA Test 3",79]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",53]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",12]
[null,null,null,null,null,null,null,"CPA Test 1",21]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",59]
[null,null,null,null,null,null,null,"CPA Test 5",17]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",73]
[null,null,null,null,null,null,null,"CPA Test 2",76]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",22]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",23]
[null,null,null,null,null,null,null,"CPA Test 2",74]
[null,null,null,null,null,null,null,"CPA Test 3",45]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",31]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",74]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",70]
[null,null,null,null,null,null,null,"CPA Test 5",43]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",10]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",61]
[null,null,null,null,null,null,null,"CPA Test 2",31]
[null,null,null,null,null,null,null,"CPA Test 3",25]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",17]
[null,null,null,null,null,null,null,"CPA Test 1",26]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",46]
[null,null,null,null,null,null,null,"CPA Test 1",10]
[null,null,null,null,null,null,null,"CPA Test 2",26]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",76]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",27]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",79]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",24]
[null,null,null,null,null,null,null,"CPA Test 2",42]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",11]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",64]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",66]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",55]
[null,null,null,null,null,null,null,"CPA Test 3",8]
[null,null,null,null,null,null,null,"CPA Test 4",28]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",76]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",46]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",46]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",74]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",71]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",43]
[null,null,null,null,null,null,null,"CPA Test 1",28]
[null,null,null,null,null,null,null,"CPA Test 2",24]
[null,null,null,null,null,null,null,"CPA Test 3",79]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",79]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",63]
[null,null,null,null,null,null,null,"CPA Test 4",24]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",72]
[null,null,null,null,null,null,null,"CPA Test 2",61]
[null,null,null,null,null,null,null,"CPA Test 3",72]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",37]
[null,null,null,null,null,null,null,"CPA Test 3",65]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",60]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",26]
[null,null,null,null,null,null,null,"CPA Test 1",73]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",77]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",38]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",72]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",40]
[null,null,null,null,null,null,null,"CPA Test 2",67]
[null,null,null,null,null,null,null,"CPA Test 3",44]
[null,null,null,null,null,null,null,"CPA Test 4",39]
[null,null,null,null,null,null,null,"CPA Test 5",87]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",56]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",57]
[null,null,null,null,null,null,null,"CPA Test 3",56]
[null,null,null,null,null,null,null,"CPA Test 4",67]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",41]
[null,null,null,null,null,null,null,"CPA Test 2",61]
[null,null,null,null,null,null,null,"CPA Test 3",33]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",56]
[null,null,null,null,null,null,null,"CPA Test 4",31]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",39]
[null,null,null,null,null,null,null,"CPA Test 4",67]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",74]
[null,null,null,null,null,null,null,"CPA Test 2",78]
[null,null,null,null,null,null,null,"CPA Test 3",73]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",70]
[null,null,null,null,null,null,null,"CPA Test 2",79]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",30]
[null,null,null,null,null,null,null,"CPA Test 2",91]
[null,null,null,null,null,null,null,"CPA Test 3",74]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",32]
[null,null,null,null,null,null,null,"CPA Test 2",67]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",59]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",18]
[null,null,null,null,null,null,null,"CPA Test 2",59]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",69]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",31]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",69]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",60]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",47]
[null,null,null,null,null,null,null,"CPA Test 5",58]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",34]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",31]
[null,null,null,null,null,null,null,"CPA Test 4",73]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",48]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",31]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",1]
[null,null,null,null,null,null,null,"CPA Test 3",74]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",73]
[null,null,null,null,null,null,null,"CPA Test 2",81]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",20]
[null,null,null,null,null,null,null,"CPA Test 5",90]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",40]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",22]
[null,null,null,null,null,null,null,"CPA Test 1",62]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",40]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",70]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",57]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",29]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",44]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",41]
[null,null,null,null,null,null,null,"CPA Test 4",32]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",69]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",42]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",7]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",62]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",62]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",69]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",43]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",69]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",32]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",72]
[null,null,null,null,null,null,null,"CPA Test 3",45]
[null,null,null,null,null,null,null,"CPA Test 4",46]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",24]
[null,null,null,null,null,null,null,"CPA Test 4",28]
[null,null,null,null,null,null,null,"CPA Test 5",84]
[null,null,null,null,null,null,null,"CPA Test 1",31]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",60]
[null,null,null,null,null,null,null,"CPA Test 2",78]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",33]
[null,null,null,null,null,null,null,"CPA Test 5",37]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",62]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",83]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",69]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",24]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",64]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",11]
[null,null,null,null,null,null,null,"CPA Test 2",66]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",70]
[null,null,null,null,null,null,null,"CPA Test 5",24]
[null,null,null,null,null,null,null,"CPA Test 1",40]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",35]
[null,null,null,null,null,null,null,"CPA Test 5",37]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",11]
[null,null,null,null,null,null,null,"CPA Test 5",10]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",65]
[null,null,null,null,null,null,null,"CPA Test 2",30]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",15]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",12]
[null,null,null,null,null,null,null,"CPA Test 3",37]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",87]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",56]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",78]
[null,null,null,null,null,null,null,"CPA Test 3",12]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",76]
[null,null,null,null,null,null,null,"CPA Test 1",53]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",54]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",39]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",53]
[null,null,null,null,null,null,null,"CPA Test 2",27]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",23]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",40]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",23]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",63]
[null,null,null,null,null,null,null,"CPA Test 3",21]
[null,null,null,null,null,null,null,"CPA Test 4",44]
[null,null,null,null,null,null,null,"CPA Test 5",49]
[null,null,null,null,null,null,null,"CPA Test 1",28]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",76]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",53]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",82]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",0]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",51]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",62]
[null,null,null,null,null,null,null,"CPA Test 5",86]
[null,null,null,null,null,null,null,"CPA Test 1",22]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",4]
[null,null,null,null,null,null,null,"CPA Test 5",26]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",73]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",50]
[null,null,null,null,null,null,null,"CPA Test 1",11]
[null,null,null,null,null,null,null,"CPA Test 2",15]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",21]
[null,null,null,null,null,null,null,"CPA Test 2",57]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",79]
[null,null,null,null,null,null,null,"CPA Test 5",88]
[null,null,null,null,null,null,null,"CPA Test 1",89]
[null,null,null,null,null,null,null,"CPA Test 2",66]
[null,null,null,null,null,null,null,"CPA Test 3",58]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",30]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",18]
[null,null,null,null,null,null,null,"CPA Test 3",14]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",76]
[null,null,null,null,null,null,null,"CPA Test 1",27]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",42]
[null,null,null,null,null,null,null,"CPA Test 1",26]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",3]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",67]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",30]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",70]
[null,null,null,null,null,null,null,"CPA Test 2",61]
[null,null,null,null,null,null,null,"CPA Test 3",62]
[null,null,null,null,null,null,null,"CPA Test 4",39]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",76]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",77]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",32]
[null,null,null,null,null,null,null,"CPA Test 5",45]
[null,null,null,null,null,null,null,"CPA Test 1",63]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",29]
[null,null,null,null,null,null,null,"CPA Test 4",53]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",57]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",32]
[null,null,null,null,null,null,null,"CPA Test 5",47]
[null,null,null,null,null,null,null,"CPA Test 1",22]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",51]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",23]
[null,null,null,null,null,null,null,"CPA Test 3",70]
[null,null,null,null,null,null,null,"CPA Test 4",36]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",50]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",25]
[null,null,null,null,null,null,null,"CPA Test 3",71]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",76]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",41]
[null,null,null,null,null,null,null,"CPA Test 2",14]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",53]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",58]
[null,null,null,null,null,null,null,"CPA Test 2",62]
[null,null,null,null,null,null,null,"CPA Test 3",45]
[null,null,null,null,null,null,null,"CPA Test 4",47]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",28]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",2]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",20]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",56]
[null,null,null,null,null,null,null,"CPA Test 1",77]
[null,null,null,null,null,null,null,"CPA Test 2",62]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",69]
[null,null,null,null,null,null,null,"CPA Test 2",63]
[null,null,null,null,null,null,null,"CPA Test 3",57]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",12]
[null,null,null,null,null,null,null,"CPA Test 3",23]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",90]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",70]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",34]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",5]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",77]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",42]
[null,null,null,null,null,null,null,"CPA Test 4",23]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",24]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",19]
[null,null,null,null,null,null,null,"CPA Test 2",58]
[null,null,null,null,null,null,null,"CPA Test 3",72]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",56]
[null,null,null,null,null,null,null,"CPA Test 1",73]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",30]
[null,null,null,null,null,null,null,"CPA Test 5",58]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",33]
[null,null,null,null,null,null,null,"CPA Test 2",43]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",37]
[null,null,null,null,null,null,null,"CPA Test 5",50]
[null,null,null,null,null,null,null,"CPA Test 1",27]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",16]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",63]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",45]
[null,null,null,null,null,null,null,"CPA Test 4",51]
[null,null,null,null,null,null,null,"CPA Test 5",74]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",63]
[null,null,null,null,null,null,null,"CPA Test 3",29]
[null,null,null,null,null,null,null,"CPA Test 4",23]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",28]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",34]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",24]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",75]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",34]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",53]
[null,null,null,null,null,null,null,"CPA Test 5",58]
[null,null,null,null,null,null,null,"CPA Test 1",38]
[null,null,null,null,null,null,null,"CPA Test 2",9]
[null,null,null,null,null,null,null,"CPA Test 3",27]
[null,null,null,null,null,null,null,"CPA Test 4",39]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",7]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",19]
[null,null,null,null,null,null,null,"CPA Test 4",33]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",42]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",21]
[null,null,null,null,null,null,null,"CPA Test 4",19]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",29]
[null,null,null,null,null,null,null,"CPA Test 4",83]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",31]
[null,null,null,null,null,null,null,"CPA Test 2",79]
[null,null,null,null,null,null,null,"CPA Test 3",14]
[null,null,null,null,null,null,null,"CPA Test 4",25]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",77]
[null,null,null,null,null,null,null,"CPA Test 2",33]
[null,null,null,null,null,null,null,"CPA Test 3",24]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",41]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",39]
[null,null,null,null,null,null,null,"CPA Test 4",46]
[null,null,null,null,null,null,null,"CPA Test 5",23]
[null,null,null,null,null,null,null,"CPA Test 1",68]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",69]
[null,null,null,null,null,null,null,"CPA Test 4",76]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",29]
[null,null,null,null,null,null,null,"CPA Test 2",80]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",35]
[null,null,null,null,null,null,null,"CPA Test 5",87]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",26]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",33]
[null,null,null,null,null,null,null,"CPA Test 5",20]
[null,null,null,null,null,null,null,"CPA Test 1",20]
[null,null,null,null,null,null,null,"CPA Test 2",81]
[null,null,null,null,null,null,null,"CPA Test 3",42]
[null,null,null,null,null,null,null,"CPA Test 4",80]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",43]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",72]
[null,null,null,null,null,null,null,"CPA Test 3",6]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",34]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",70]
[null,null,null,null,null,null,null,"CPA Test 2",42]
[null,null,null,null,null,null,null,"CPA Test 3",43]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",79]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",35]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",63]
[null,null,null,null,null,null,null,"CPA Test 2",33]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",47]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",26]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",46]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",73]
[null,null,null,null,null,null,null,"CPA Test 3",23]
[null,null,null,null,null,null,null,"CPA Test 4",29]
[null,null,null,null,null,null,null,"CPA Test 5",62]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",73]
[null,null,null,null,null,null,null,"CPA Test 3",54]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",20]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",69]
[null,null,null,null,null,null,null,"CPA Test 4",73]
[null,null,null,null,null,null,null,"CPA Test 5",76]
[null,null,null,null,null,null,null,"CPA Test 1",51]
[null,null,null,null,null,null,null,"CPA Test 2",5]
[null,null,null,null,null,null,null,"CPA Test 3",29]
[null,null,null,null,null,null,null,"CPA Test 4",62]
[null,null,null,null,null,null,null,"CPA Test 5",56]
[null,null,null,null,null,null,null,"CPA Test 1",72]
[null,null,null,null,null,null,null,"CPA Test 2",62]
[null,null,null,null,null,null,null,"CPA Test 3",17]
[null,null,null,null,null,null,null,"CPA Test 4",51]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",40]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",28]
[null,null,null,null,null,null,null,"CPA Test 1",60]
[null,null,null,null,null,null,null,"CPA Test 2",33]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",71]
[null,null,null,null,null,null,null,"CPA Test 5",57]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",27]
[null,null,null,null,null,null,null,"CPA Test 3",25]
[null,null,null,null,null,null,null,"CPA Test 4",62]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",59]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",67]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",29]
[null,null,null,null,null,null,null,"CPA Test 1",75]
[null,null,null,null,null,null,null,"CPA Test 2",91]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",51]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",59]
[null,null,null,null,null,null,null,"CPA Test 3",23]
[null,null,null,null,null,null,null,"CPA Test 4",42]
[null,null,null,null,null,null,null,"CPA Test 5",23]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",59]
[null,null,null,null,null,null,null,"CPA Test 3",40]
[null,null,null,null,null,null,null,"CPA Test 4",44]
[null,null,null,null,null,null,null,"CPA Test 5",61]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",68]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",44]
[null,null,null,null,null,null,null,"CPA Test 4",30]
[null,null,null,null,null,null,null,"CPA Test 5",36]
[null,null,null,null,null,null,null,"CPA Test 1",66]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",58]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",35]
[null,null,null,null,null,null,null,"CPA Test 2",74]
[null,null,null,null,null,null,null,"CPA Test 3",26]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",69]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",58]
[null,null,null,null,null,null,null,"CPA Test 5",86]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",12]
[null,null,null,null,null,null,null,"CPA Test 4",27]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",39]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",86]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",5]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",39]
[null,null,null,null,null,null,null,"CPA Test 2",89]
[null,null,null,null,null,null,null,"CPA Test 3",34]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",80]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",33]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",5]
[null,null,null,null,null,null,null,"CPA Test 3",79]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",54]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",31]
[null,null,null,null,null,null,null,"CPA Test 3",63]
[null,null,null,null,null,null,null,"CPA Test 4",75]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",66]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",51]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",85]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",59]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",76]
[null,null,null,null,null,null,null,"CPA Test 2",63]
[null,null,null,null,null,null,null,"CPA Test 3",46]
[null,null,null,null,null,null,null,"CPA Test 4",48]
[null,null,null,null,null,null,null,"CPA Test 5",45]
[null,null,null,null,null,null,null,"CPA Test 1",65]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",74]
[null,null,null,null,null,null,null,"CPA Test 4",45]
[null,null,null,null,null,null,null,"CPA Test 5",55]
[null,null,null,null,null,null,null,"CPA Test 1",59]
[null,null,null,null,null,null,null,"CPA Test 2",55]
[null,null,null,null,null,null,null,"CPA Test 3",9]
[null,null,null,null,null,null,null,"CPA Test 4",20]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",34]
[null,null,null,null,null,null,null,"CPA Test 2",54]
[null,null,null,null,null,null,null,"CPA Test 3",44]
[null,null,null,null,null,null,null,"CPA Test 4",11]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",27]
[null,null,null,null,null,null,null,"CPA Test 3",74]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",70]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",65]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",59]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",30]
[null,null,null,null,null,null,null,"CPA Test 4",26]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",27]
[null,null,null,null,null,null,null,"CPA Test 3",22]
[null,null,null,null,null,null,null,"CPA Test 4",19]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",41]
[null,null,null,null,null,null,null,"CPA Test 3",38]
[null,null,null,null,null,null,null,"CPA Test 4",20]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",41]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",75]
[null,null,null,null,null,null,null,"CPA Test 4",58]
[null,null,null,null,null,null,null,"CPA Test 5",54]
[null,null,null,null,null,null,null,"CPA Test 1",56]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",20]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",58]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",44]
[null,null,null,null,null,null,null,"CPA Test 4",20]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",60]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",28]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",58]
[null,null,null,null,null,null,null,"CPA Test 4",60]
[null,null,null,null,null,null,null,"CPA Test 5",41]
[null,null,null,null,null,null,null,"CPA Test 1",37]
[null,null,null,null,null,null,null,"CPA Test 2",67]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",35]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",64]
[null,null,null,null,null,null,null,"CPA Test 2",78]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",68]
[null,null,null,null,null,null,null,"CPA Test 4",34]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",21]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",46]
[null,null,null,null,null,null,null,"CPA Test 5",86]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",66]
[null,null,null,null,null,null,null,"CPA Test 3",50]
[null,null,null,null,null,null,null,"CPA Test 4",78]
[null,null,null,null,null,null,null,"CPA Test 5",28]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",85]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",75]
[null,null,null,null,null,null,null,"CPA Test 4",30]
[null,null,null,null,null,null,null,"CPA Test 5",12]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",15]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",62]
[null,null,null,null,null,null,null,"CPA Test 2",64]
[null,null,null,null,null,null,null,"CPA Test 3",35]
[null,null,null,null,null,null,null,"CPA Test 4",33]
[null,null,null,null,null,null,null,"CPA Test 5",27]
[null,null,null,null,null,null,null,"CPA Test 1",44]
[null,null,null,null,null,null,null,"CPA Test 2",30]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",39]
[null,null,null,null,null,null,null,"CPA Test 1",22]
[null,null,null,null,null,null,null,"CPA Test 2",70]
[null,null,null,null,null,null,null,"CPA Test 3",67]
[null,null,null,null,null,null,null,"CPA Test 4",38]
[null,null,null,null,null,null,null,"CPA Test 5",43]
[null,null,null,null,null,null,null,"CPA Test 1",47]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",66]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",14]
[null,null,null,null,null,null,null,"CPA Test 2",36]
[null,null,null,null,null,null,null,"CPA Test 3",21]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",42]
[null,null,null,null,null,null,null,"CPA Test 2",49]
[null,null,null,null,null,null,null,"CPA Test 3",25]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",63]
[null,null,null,null,null,null,null,"CPA Test 1",48]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",28]
[null,null,null,null,null,null,null,"CPA Test 4",54]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",59]
[null,null,null,null,null,null,null,"CPA Test 4",25]
[null,null,null,null,null,null,null,"CPA Test 5",80]
[null,null,null,null,null,null,null,"CPA Test 1",17]
[null,null,null,null,null,null,null,"CPA Test 2",56]
[null,null,null,null,null,null,null,"CPA Test 3",64]
[null,null,null,null,null,null,null,"CPA Test 4",77]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",70]
[null,null,null,null,null,null,null,"CPA Test 4",63]
[null,null,null,null,null,null,null,"CPA Test 5",78]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",96]
[null,null,null,null,null,null,null,"CPA Test 3",53]
[null,null,null,null,null,null,null,"CPA Test 4",49]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",43]
[null,null,null,null,null,null,null,"CPA Test 2",47]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",47]
[null,null,null,null,null,null,null,"CPA Test 1",67]
[null,null,null,null,null,null,null,"CPA Test 2",68]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",64]
[null,null,null,null,null,null,null,"CPA Test 5",60]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",52]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",31]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",59]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",43]
[null,null,null,null,null,null,null,"CPA Test 5",67]
[null,null,null,null,null,null,null,"CPA Test 1",37]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",52]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",53]
[null,null,null,null,null,null,null,"CPA Test 1",38]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",69]
[null,null,null,null,null,null,null,"CPA Test 4",51]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",53]
[null,null,null,null,null,null,null,"CPA Test 3",36]
[null,null,null,null,null,null,null,"CPA Test 4",53]
[null,null,null,null,null,null,null,"CPA Test 5",69]
[null,null,null,null,null,null,null,"CPA Test 1",71]
[null,null,null,null,null,null,null,"CPA Test 2",15]
[null,null,null,null,null,null,null,"CPA Test 3",16]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",77]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",82]
[null,null,null,null,null,null,null,"CPA Test 5",28]
[null,null,null,null,null,null,null,"CPA Test 1",78]
[null,null,null,null,null,null,null,"CPA Test 2",74]
[null,null,null,null,null,null,null,"CPA Test 3",22]
[null,null,null,null,null,null,null,"CPA Test 4",20]
[null,null,null,null,null,null,null,"CPA Test 5",49]
[null,null,null,null,null,null,null,"CPA Test 1",45]
[null,null,null,null,null,null,null,"CPA Test 2",74]
[null,null,null,null,null,null,null,"CPA Test 3",32]
[null,null,null,null,null,null,null,"CPA Test 4",40]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",55]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",77]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",73]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",75]
[null,null,null,null,null,null,null,"CPA Test 3",18]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",45]
[null,null,null,null,null,null,null,"CPA Test 1",50]
[null,null,null,null,null,null,null,"CPA Test 2",77]
[null,null,null,null,null,null,null,"CPA Test 3",47]
[null,null,null,null,null,null,null,"CPA Test 4",66]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",65]
[null,null,null,null,null,null,null,"CPA Test 3",44]
[null,null,null,null,null,null,null,"CPA Test 4",9]
[null,null,null,null,null,null,null,"CPA Test 5",39]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",46]
[null,null,null,null,null,null,null,"CPA Test 3",20]
[null,null,null,null,null,null,null,"CPA Test 4",56]
[null,null,null,null,null,null,null,"CPA Test 5",68]
[null,null,null,null,null,null,null,"CPA Test 1",20]
[null,null,null,null,null,null,null,"CPA Test 2",45]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",61]
[null,null,null,null,null,null,null,"CPA Test 5",65]
[null,null,null,null,null,null,null,"CPA Test 1",32]
[null,null,null,null,null,null,null,"CPA Test 2",42]
[null,null,null,null,null,null,null,"CPA Test 3",84]
[null,null,null,null,null,null,null,"CPA Test 4",57]
[null,null,null,null,null,null,null,"CPA Test 5",72]
[null,null,null,null,null,null,null,"CPA Test 1",15]
[null,null,null,null,null,null,null,"CPA Test 2",73]
[null,null,null,null,null,null,null,"CPA Test 3",55]
[null,null,null,null,null,null,null,"CPA Test 4",52]
[null,null,null,null,null,null,null,"CPA Test 5",64]
[null,null,null,null,null,null,null,"CPA Test 1",54]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",49]
[null,null,null,null,null,null,null,"CPA Test 4",55]
[null,null,null,null,null,null,null,"CPA Test 5",52]
[null,null,null,null,null,null,null,"CPA Test 1",49]
[null,null,null,null,null,null,null,"CPA Test 2",51]
[null,null,null,null,null,null,null,"CPA Test 3",38]
[null,null,null,null,null,null,null,"CPA Test 4",39]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",46]
[null,null,null,null,null,null,null,"CPA Test 2",60]
[null,null,null,null,null,null,null,"CPA Test 3",56]
[null,null,null,null,null,null,null,"CPA Test 4",88]
[null,null,null,null,null,null,null,"CPA Test 5",59]
[null,null,null,null,null,null,null,"CPA Test 1",37]
[null,null,null,null,null,null,null,"CPA Test 2",44]
[null,null,null,null,null,null,null,"CPA Test 3",61]
[null,null,null,null,null,null,null,"CPA Test 4",58]
[null,null,null,null,null,null,null,"CPA Test 5",66]
[null,null,null,null,null,null,null,"CPA Test 1",53]
[null,null,null,null,null,null,null,"CPA Test 2",48]
[null,null,null,null,null,null,null,"CPA Test 3",48]
[null,null,null,null,null,null,null,"CPA Test 4",41]
[null,null,null,null,null,null,null,"CPA Test 5",71]
[null,null,null,null,null,null,null,"CPA Test 1",52]
[null,null,null,null,null,null,null,"CPA Test 2",50]
[null,null,null,null,null,null,null,"CPA Test 3",13]
[null,null,null,null,null,null,null,"CPA Test 4",50]
[null,null,null,null,null,null,null,"CPA Test 5",61]