TopicsTopicsSheet Name (link to jump)Frequency Distribution For Categorical Variable (Formulas and PivotTable)FD-CategoricalRelative/Percent Frequency DistributionFD-CategoricalColumn Chart or Bar Chart (Excel Names)FD-CategoricalPie ChartFD-Categorical2nd Example Frequency & Percent Frequency Distribution For Categorical Variable & Column Chart (PivotTable)DataProductPareto ChartParetoUse Column for Discrete Quantitative VariableDiscreteColumnFrequency Distribution For Continuous Quantitative Variable that is shown as a Decimal using PivotTableGradeDataHistogram for Quantitative Variable that is shown as a DecimalGradeDataFrequency Distribution For Continuous Quantitative Variable that is shown as an Whole Number using PivotTableFD-Quant-AgeCreating Classes for Quantitative VariablesFD-Quant-AgeRelative/Percent Frequency DistributionFD-Quant-AgeHistogram For Continuous Quantitative Variable that is shown as an Whole NumberFD-Quant-AgeSkewSkewSkew Left (Negative)S(L)Skew Bell ShapeS(B)Skew Right (Positive)S(R)Skew Heavy RightS(HR)Frequency Distribution For Continuous Quantitative Variable using FormulasFD and H FormulasCumulative Frequency Distribution & Cumulative Percent Frequency DistributionFD-Quant-RevOgive Chart (Cumulative Percent Frequency Distribution)FD-Quant-RevWhat Is Dot Plot?Dot PlotStem and LeafStem and LeafPower Query Example for Data ImportGradeDataImportCrosstabulationCrossTabClustered ColumCrossTabStacked ColumnCrossTab100% Stacked ColumnCrossTabSimpson's ParadoxSimpsonParadoxScatter Chart for with X-Y Data that has a Positive RelationshipSC(P)Scatter Chart for with X-Y Data that has a Negative RelationshipSC(N)Scatter Chart for with X-Y Data that has a Positive RelationshipSC(P2)Scatter Chart for with X-Y Data that has a No RelationshipSC(NO)VLOOKUP to add new Field to TableVLOOKUPCreate Dot PlotCreateDotDlot

Detailed Topic ListVideo6:Excel 2013 Statistical Analysis #06: Frequency Distributions & Column Charts, Categorical VariablesNumberTopic In Video and minute mark in Video.Time In VideoText1Overview with diagram of tables and charts we will create in this video(00:32)(00:32) Overview with diagram of tables and charts we will create in this video2Notes in Workbook that you can print out and read(01:01 )(01:01 ) Notes in Workbook that you can print out and read3Define Frequency Distribution(02:05 )(02:05 ) Define Frequency Distribution4Frequency Distribution create from Cell Phone Sales Data(03:55 )(03:55 ) Frequency Distribution create from Cell Phone Sales Data5Advanced Filter to get a Unique List for Frequency Distribution(04:00 )(04:00 ) Advanced Filter to get a Unique List for Frequency Distribution6Using COUNTIFS function to Create Frequency Distribution(05:55 )(05:55 ) Using COUNTIFS function to Create Frequency Distribution7Formulas to create Relative Frequency(07:00 )(07:00 ) Formulas to create Relative Frequency8TRUNC function to show that Number Formatting does NOT remove decimals(09:36 )(09:36 ) TRUNC function to show that Number Formatting does NOT remove decimals9Why Relative Frequencies add up to 1: Collectively Exhaustive and Mutually Exclusive Categories(11:00 )(11:00 ) Why Relative Frequencies add up to 1: Collectively Exhaustive and Mutually Exclusive Categories10Formulas to create Percent Frequency with Number Formatting(11:20 )(11:20 ) Formulas to create Percent Frequency with Number Formatting11Formulas to create Percent Frequency with Times 100(13:24 )(13:24 ) Formulas to create Percent Frequency with Times 10012Add Borders using Format Cells Dialog Box: Solid Top Border and Double Bottom Border(14:54 )(14:54 ) Add Borders using Format Cells Dialog Box: Solid Top Border and Double Bottom Border13Use PivotTable to create Frequency Distribution(16:38 )(16:38 ) Use PivotTable to create Frequency Distribution14Create Relative Frequency & Percent Frequency using the Show Values As feature and the % of Column Total option(17:38 )(17:38 ) Create Relative Frequency & Percent Frequency using the Show Values As feature and the % of Column Total option15Compare and Contrast Formulas and PivotTables(19:30 )(19:30 ) Compare and Contrast Formulas and PivotTables16Column Chart for Frequency Distribution with Categorical Data(21:09 )(21:09 ) Column Chart for Frequency Distribution with Categorical Data17Column Chart for Percent Frequency Distribution with Categorical Data(23:59 )(23:59 ) Column Chart for Percent Frequency Distribution with Categorical Data18Bar Chart for Frequency Distribution with Categorical Data(25:10 )(25:10 ) Bar Chart for Frequency Distribution with Categorical Data19Pie Chart for Percent Frequency Distribution with Categorical Data(25:44 )(25:44 ) Pie Chart for Percent Frequency Distribution with Categorical Data20Chart from PivotTable with Many Columns of Calculations (Trouble)(27:30 )(27:30 ) Chart from PivotTable with Many Columns of Calculations (Trouble)21Create Individual PivotTables and PivotCharts to solve Trouble. Frequency Distribution create from Boomerang Product Sales Data.(28:57 )(28:57 ) Create Individual PivotTables and PivotCharts to solve Trouble. Frequency Distribution create from Boomerang Product Sales Data.22Discrete Quantitative Data (Numbers) should be charted with a Column that has Gaps.(31:11 )(31:11 ) Discrete Quantitative Data (Numbers) should be charted with a Column that has Gaps.23Pareto Chart(31:55 )(31:55 ) Pareto ChartVideo7:Excel 2013 Statistical Analysis #07: Subtle Chart JunkNumberTopic In Video and minute mark in Video.Time In Video1Remove unnecessary zeros in vertical axis using Number Format(00:33 )(00:33 ) Remove unnecessary zeros in vertical axis using Number Format2Chart Labels defaulted to zero decimals and we wanted to show two decimals. We use Number Formatting for the Percentage Chart Labels and increase decimals.(01:15 )(01:15 ) Chart Labels defaulted to zero decimals and we wanted to show two decimals. We use Number Formatting for the Percentage Chart Labels and increase decimals.3Fix Chart Label Overlap(01:49 )(01:49 ) Fix Chart Label Overlap4Remove Leader Lines(02:00 )(02:00 ) Remove Leader Lines5Capitalization error in Chart Tile that in linked to cell. When we edited the cell content, all the Chart Titles update(02:20 )(02:20 ) Capitalization error in Chart Tile that in linked to cell. When we edited the cell content, all the Chart Titles update

Video8:Excel 2013 Statistical Analysis #07: Subtle Chart JunkNumberTopic In Video and minute mark in Video.Time In Video1Overview of Frequency Distributions for Quantitative Variable(00:09)(00:09) Overview of Frequency Distributions for Quantitative Variable2Create Frequency Distribution with PivotTable for Grade Data where NUMBERS ARE DECIMALS (important distinction for grouping feature in a PivotTable)(02:02)(02:02) Create Frequency Distribution with PivotTable for Grade Data where NUMBERS ARE DECIMALS (important distinction for grouping feature in a PivotTable)3Grouping Feature in a PivotTable for creating Classes or Categories for a Decimal Quantitative Variable. Class that are created are 0-10, 10-20, 20-30, etc. Extensive Discussion about how to create classes or categories that are NOT Ambiguous.(03:08)(03:08) Grouping Feature in a PivotTable for creating Classes or Categories for a Decimal Quantitative Variable. Class that are created are 0-10, 10-20, 20-30, etc. Extensive Discussion about how to create classes or categories that are NOT Ambiguous.4Upper Limit for Class/Category is Not Included when the numbers are Decimals.(05:03)(05:03) Upper Limit for Class/Category is Not Included when the numbers are Decimals.5Aggregate Function for Number Values defaults to Count when you have Grouped Numbers in the Row area of the PivotTable.(05:58)(05:58) Aggregate Function for Number Values defaults to Count when you have Grouped Numbers in the Row area of the PivotTable.6Double Click PivotTable to Extract Records that match the criteria from the Row area of the PivotTable(06:32)(06:32) Double Click PivotTable to Extract Records that match the criteria from the Row area of the PivotTable7Use Find and Replace feature to create non-ambiguous labels in a Grouped Decimal Number PivotTable.(09:16)(09:16) Use Find and Replace feature to create non-ambiguous labels in a Grouped Decimal Number PivotTable.8Create Histogram for Quantitative Variable (Grouped Numbers) for Grade Data. This Histogram has Frequencies at the top of each column and the gap width is zero. The colors for each column are different.(10:20)(10:20) Create Histogram for Quantitative Variable (Grouped Numbers) for Grade Data. This Histogram has Frequencies at the top of each column and the gap width is zero. The colors for each column are different.9Create Frequency Distribution with PivotTable for Grade Data where numbers are WHOLE NUMBERS (important distinction for grouping feature in a PivotTable)(13:13)(13:13) Create Frequency Distribution with PivotTable for Grade Data where numbers are WHOLE NUMBERS (important distinction for grouping feature in a PivotTable)10Methods for determining Number of Classes and Class Width for a Quantitative Variable(14:33)(14:33) Methods for determining Number of Classes and Class Width for a Quantitative Variable11When grouping Whole Numbers in a PivotTable the classes that are created are not ambiguous. We get classes like: 16-22, 23-29, 30-36. Etc.(18:19)(18:19) When grouping Whole Numbers in a PivotTable the classes that are created are not ambiguous. We get classes like: 16-22, 23-29, 30-36. Etc.12Create Histogram for Quantitative Variable (Grouped Numbers) for Age Data. This Histogram has Frequencies in the vertical axis and the gap width is zero. The colors for each column are the same.(20:07)(20:07) Create Histogram for Quantitative Variable (Grouped Numbers) for Age Data. This Histogram has Frequencies in the vertical axis and the gap width is zero. The colors for each column are the same.13Discussion about Skew, Histogram shape and Histogram distribution of column heights.(22:00)(22:00) Discussion about Skew, Histogram shape and Histogram distribution of column heights.14Relative Frequency and Percent Frequency Distribution built with a PivotTable based on Age Data that is shown as a Whole Number.(25:37)(25:37) Relative Frequency and Percent Frequency Distribution built with a PivotTable based on Age Data that is shown as a Whole Number.15Formulas(27:48)(27:48) Formulas16Create Frequency Distribution with Formulas for Grade Data.(27:44)(27:44) Create Frequency Distribution with Formulas for Grade Data.17Text Formulas for Category Labels(30:03)(30:03) Text Formulas for Category Labels18COUNTIFS function with Comparative Operators Joined to Lower and Upper Limits from the Cells.(30:40)(30:40) COUNTIFS function with Comparative Operators Joined to Lower and Upper Limits from the Cells.19Relative/Percent Frequency Formula.(33:17)(33:17) Relative/Percent Frequency Formula.20Create Histogram for Grade Data based on Frequency Distribution created with formulas.(34:00)(34:00) Create Histogram for Grade Data based on Frequency Distribution created with formulas.21See that we can change the categories be more precise when we use formulas.(35:56)(35:56) See that we can change the categories be more precise when we use formulas.22Link Data Labels in Chart to cells in the spreadsheet(38:20)(38:20) Link Data Labels in Chart to cells in the spreadsheet23See how formulas allow Frequency Distribution Formulas and Histogram Chart update automatically when raw data change. See different grade distributions with Histogram.(39:16)(39:16) See how formulas allow Frequency Distribution Formulas and Histogram Chart update automatically when raw data change. See different grade distributions with Histogram.24Summary(40:45)(40:45) Summary

Video9:Excel 2013 Statistical Analysis #09: Cumulative Frequency Distribution & Chart, PivotTable & FormulaNumberTopic In Video and minute mark in Video.Time In Video1Overview of % Cumulative Frequency(00:09)(00:09) Overview of % Cumulative Frequency2Formulas to create Cumulative Frequency Distribution and % Cumulative Frequency Distribution.(00:42)(00:42) Formulas to create Cumulative Frequency Distribution and % Cumulative Frequency Distribution.3% Cumulative Frequency (Ogive) Chart using X-Y Scatter Chart(04:17)(04:17) % Cumulative Frequency (Ogive) Chart using X-Y Scatter Chart4PivotTable to create Frequency Distribution and % Cumulative Frequency Distribution.(07:36)(07:36) PivotTable to create Frequency Distribution and % Cumulative Frequency Distribution.5Combine Char t that shows Frequency Distirbution as a Column Chart with No Gap width and % Cumulative Frequency as a Line.(10:30)(10:30) Combine Char t that shows Frequency Distirbution as a Column Chart with No Gap width and % Cumulative Frequency as a Line.6Custom Number Formatting to hide all values using three semi-colons(11:43)(11:43) Custom Number Formatting to hide all values using three semi-colons

Video10:Excel 2013 Statistical Analysis #10: Description of Dot Plot and Stem and Leaf ChartsNumberTopic In Video and minute mark in Video.Time In Video1Dot Plot(00:25)(00:25) Dot Plot2Stem and Leaf Charts(01:37)(01:37) Stem and Leaf Charts

Video11:Excel 2013 Statistical Analysis #11: Power Query Import Multiple Text Files For Grade Histogram by YearNumberTopic In Video and minute mark in Video.Time In Video1Over View of File Import and Histogram Creation(00:16)(00:16) Over View of File Import and Histogram Creation2Look at Zipped Folder from class download then unzip it with Right-click, Extract All(00:56)(00:56) Look at Zipped Folder from class download then unzip it with Right-click, Extract All3Text Files for communication between databases and data analysis programs like Excel(01:15)(01:15) Text Files for communication between databases and data analysis programs like Excel4Use Power Query to Import Multiple Files(02:06)(02:06) Use Power Query to Import Multiple Files5Get External Data Tab in Power Query, From File Button, From Folder Button(02:10)(02:10) Get External Data Tab in Power Query, From File Button, From Folder Button6We only need to keep Content Column, so right-click Content Field Name and point to Remove Other Columns(02:33)(02:33) We only need to keep Content Column, so right-click Content Field Name and point to Remove Other Columns7To reveal data in imported tables, click the button with the Two Downward Point Arrows.(02:51)(02:51) To reveal data in imported tables, click the button with the Two Downward Point Arrows.8Filter out Field Name.(02:58)(02:58) Filter out Field Name.9Name Query(04:10)(04:10) Name Query10Close and Load To a cell in our worksheet (this brings table of data from the Power Query editor window into our worksheet)(04:17)(04:17) Close and Load To a cell in our worksheet (this brings table of data from the Power Query editor window into our worksheet)11Build Frequency Distribution with a PivotTable(04:51)(04:51) Build Frequency Distribution with a PivotTable12Use Find and Replace feature to create non-ambiguous labels in a Grouped Decimal Number PivotTable.(05:28)(05:28) Use Find and Replace feature to create non-ambiguous labels in a Grouped Decimal Number PivotTable.13Add a Slicer for the Year Variable to the PivotTable(06:31)(06:31) Add a Slicer for the Year Variable to the PivotTable14Create Histogram(07:26)(07:26) Create HistogramVideo12:Excel 2013 Statistical Analysis #12: Cross Tabulation & Charts For Two Variables, Simpsons ParadoxNumberTopic In Video and minute mark in Video.Time In Video1Explain meaning and uses for Cross Tabulation Tables, Clustered Column Chart, Stacked Column Chart and 100% Stacked Column Chart(00:09)(00:09) Explain meaning and uses for Cross Tabulation Tables, Clustered Column Chart, Stacked Column Chart and 100% Stacked Column Chart2Use PivotTable to create Cross Tabulated Table for a Categorical and Quantitative Variable (Age and Payment Method for a Sales transaction)(04:02)(04:02) Use PivotTable to create Cross Tabulated Table for a Categorical and Quantitative Variable (Age and Payment Method for a Sales transaction)3Group Whole Number (age)(04:17)(04:17) Group Whole Number (age)4Column Chart Options in Excel(06:22)(06:22) Column Chart Options in Excel5Clustered Column Chart to emphasize variable in Legend (Payment Method)(06:48)(06:48) Clustered Column Chart to emphasize variable in Legend (Payment Method)6Stacked Column Chart to emphasize variable in Horizontal Axis (Grouped Age Category)(08:27)(08:27) Stacked Column Chart to emphasize variable in Horizontal Axis (Grouped Age Category)7100% Stacked Column Chart to emphasize the percentages.(09:14)(09:14) 100% Stacked Column Chart to emphasize the percentages.8Use PivotTable to create Cross Tabulated Table for Two Categorical Variables and see that Cross Tabulation are actually a three-in-one table that show: 1) Cross Tab, 2) Frequency Distribution for the Row Variable and 3) Frequency Distribution for the Column Variable(10:00)(10:00) Use PivotTable to create Cross Tabulated Table for Two Categorical Variables and see that Cross Tabulation are actually a three-in-one table that show: 1) Cross Tab, 2) Frequency Distribution for the Row Variable and 3) Frequency Distribution for the Column Variable9Simpsons Paradox: Revealing a Hidden Variable in two sub-Cross Tabulation PivotTables may show a reverse conclusion as compared to the aggregated Cross Tabulation.(12:10)(12:10) Simpsons Paradox: Revealing a Hidden Variable in two sub-Cross Tabulation PivotTables may show a reverse conclusion as compared to the aggregated Cross Tabulation.Video13:Excel 2013 Statistical Analysis #13: Scatter Chart & Trendline For X Y Variables 2 Quantitative VariablesNumberTopic In Video and minute mark in Video.Time In Video1Direct (Positive) Relationship for Studying Hours and Test Score X-Y Scatter Chart and Add Terndline(00:35)(00:35) Direct (Positive) Relationship for Studying Hours and Test Score X-Y Scatter Chart and Add Terndline2Inverse (Negative) Relationship for Absences in Class and Grade X-Y Scatter Chart and Add Terndline(04:03)(04:03) Inverse (Negative) Relationship for Absences in Class and Grade X-Y Scatter Chart and Add Terndline3Direct (Positive) Relationship for # of Ads and sales X-Y Scatter Chart and Add Terndline(05:14)(05:14) Direct (Positive) Relationship for # of Ads and sales X-Y Scatter Chart and Add Terndline4No Relationship for Age and Amount Spent X-Y Scatter Chart(06:11)(06:11) No Relationship for Age and Amount Spent X-Y Scatter Chart5Summarize the different types of Scatter Plot Charts(06:48)(06:48) Summarize the different types of Scatter Plot ChartsVideo14:Excel 2013 Statistical Analysis #09: Cumulative Frequency Distribution & Chart, PivotTable & FormulaNumberTopic In Video and minute mark in Video.Time In Video1VLOOKUP to Add New Region Field to Table(00:16)(00:16) VLOOKUP to Add New Region Field to Table2Create Cross Tabulation based on the Grouped Revenue Field and the Region Field (Quantitative and Categorical Variables)(06:14)(06:14) Create Cross Tabulation based on the Grouped Revenue Field and the Region Field (Quantitative and Categorical Variables)3VLOOKUP to Add New Price Field to Table(08:01)(08:01) VLOOKUP to Add New Price Field to Table4Revenue Formula(09:58)(09:58) Revenue Formula5Create Frequency Distribution based on the Grouped Revenue Field (Quantitative Variables)(10:48)(10:48) Create Frequency Distribution based on the Grouped Revenue Field (Quantitative Variables)

Video15:Excel 2013 Statistical Analysis #09: Cumulative Frequency Distribution & Chart, PivotTable & FormulaNumberTopic In Video and minute mark in Video.Time In Video1What is Dot Plot(00:10)(00:10) What is Dot Plot2Create Dot Plot(00:58)(00:58) Create Dot Plot3Create Sequential Numbers 0 to 10(01:20)(01:20) Create Sequential Numbers 0 to 104Change Column Widths & Style Formatting(01:40)(01:40) Change Column Widths & Style Formatting5Cell Chart Formula(02:15)(02:15) Cell Chart Formula6COUNTIFS to Count with one condition / Criteria(02:30)(02:30) COUNTIFS to Count with one condition / Criteria7REPT function to Repeat dots(03:04)(03:04) REPT function to Repeat dots8Cell Formatting Dialog Box for Aligning Dots in cell vertically(04:19)(04:19) Cell Formatting Dialog Box for Aligning Dots in cell vertically9Copy and Paste Cell Chart and Quick Ways to Edit and Change Cell Ranges in Formulas(05:02)(05:02) Copy and Paste Cell Chart and Quick Ways to Edit and Change Cell Ranges in Formulas

KeyboardsPrimary KeyActionKeyboard Short CutCategory1Move the Active Worksheet up or downCtrl + PageUp/PageDownNavigation2Put content in Cell and move selected Cell downEnterEntering Data in a Cell3Put content in Cell and keep Cell selectedCtrl + EnterEntering Data in a Cell4UndoCtrl + ZBasic5CopyCtrl + CBasic6PasteCtrl + VBasic7CutCtrl + XBasic8BoldCtrl + BBasic9Put Cell in Edit ModeF2Formula Edit Mode Keys10Arrow to point to a formula Cell ReferenceArrow KeysFormula Edit Mode Keys11SUM functionAlt + =Formula Edit Mode Keys12Delete Cell contentDeleteBasic13Lock Cell Reference (make Absolute)F4Formula Edit Mode Keys14Put content in Cell and move selected Cell to rightTabEntering Data in a Cell15Put content in Cell and move selected Cell to leftShift + TabEntering Data in a Cell16Jump to bottom of data set (Current Range)Ctrl + ArrowNavigation17Select to bottom of data set (Current Range)Ctrl + Shift + EnterFormula Edit Mode Keys18Put content in Cell and move selected Cell upShift + EnterEntering Data in a Cell19Jump Back to Active CellCtrl + BackspaceFormula Edit Mode Keys20Open Create PivotTable dialog boxAlt, N, VPivotTable21Format Chart Element with Task PaneCtrl + 1Chart22Open Format Cells dialog boxCtrl + 1Format Cells23Jump to Cell A1Ctrl + HomeNavigation24Jump to last Cell usedCtrl + EndNavigation25Open Control PanelWindow + Pause/BreakWindow Key26Show DesktopWindow + DorWindow + MWindow Key27Select Whole Table (Select Current Region)Ctrl + * (on Number Pad)orCtrl + Shift + 8Selection28Select Ranges not next to each other (noncontiguous ranges)Ctrl + Mouse ClickSelection29Open Print Options and Print Preview viewCtrl + PBasic30Close Print Options and Print Preview view EscBasic31New Workbook FileCtrl + NBasic32Save As Dialog BoxF12Basic33Find and ReplaceCtrl + HomeBasic

OutlineDescriptive Statistics: Tabular, Graphical and Numerical summaries of data.

Chapter 2: Descriptive Statistics: Tabular and Graphical summaries of data.

Chapter 3: Descriptive Statistics: Numerical summaries of data.

Why? Because it is hard to see patterns and trends when you are looking at Raw Data! Our Goal is to create useful information from the raw data so that we can see patterns and trends. This will help in Decision Making.

DataCategorical Data: LabelQuantitative Data: NumberTabular MethodsGraphic MethodsTabular MethodsGraphic Methods1) Dot Plot2) Histogram3) Ogive4) Stem & Leaf Display5) Scatter Diagram6) Clustered Column7) Stacked Column8) 100% Stacked Column

1) Frequency Distr.2) Relative/Percent Frequency Distr.3) CrosstabulationCharts:1) Column2) Pie3) Clustered Column4) Stacked Column5) 100% Stacked Column

1) Frequency Distr.2) Relative/Percent Frequency Distr.3) Cumulative Frequency Distr.4) Cumulative Relative/Percent Frequency Distr.5) Crosstabulation

NotesTabular and Graphical Displays For Categorical Variables Single Variable:Frequency DistributionRelative/Percent Frequency DistributionColumn Chart or Bar Chart (Excel Names)Pie ChartPareto ChartFrequency Distribution is a tabular summary which:1) Lists all the unique values or ranges of values in a set of data, called categories or classesUnique values can be elements, categories or classes2) Categories must be Collectively Exhaustive Categories (enough categories so nothing is left out) and Mutually Exclusive Categories (no item can fit into more than one category)CEC: so you don't under countME: Dating only one person3) Shows the number of observations (count or frequency) in each of the categories or classes4) Goal is to is to provide information about frequencies (count)Relative Frequency DistributionShows decimal value that represents "parts compared to the whole" (used in chapter 4 for assigning probabilities)Percent Frequency DistributionFormats Relative Frequencies with Percent Number FormatColumn/Bar/Pie Chart:Used to show Frequency Distribution or Relative/Percent Frequency Distribution for Categorical DataCounts across categories. Height of columns convey count. Order of categories conveys no infoThere are "gaps" between columns to indicate that the data is categorical or a discrete quantitative variable (not a continuous quantitative variable). Columns do not touchPie ChartUsed to show Percent Frequency DistributionResearch shows that Column or Bar Charts may be more effective than Pie ChartsPareto ChartColumn Chart that is sorted Biggest to SmallestQuality Control Pareto Chart (Column Chart Sorted Descending Left To Right) and then add a Cumulative Percentage Line data series to chart

Tabular and Graphical Displays For Quantitative Variables Single Variable:Frequency DistributionCreating Classes for Quantitative VariablesRelative/Percent Frequency DistributionHistogramsCumulative Frequency Distribution & Cumulative Percent Frequency DistributionCumulative Percent Frequency Distribution Chart (Ogive Chart)Dot PlotStem and LeafFrequency Distribution is a tabular summary which:1) Lists all the unique values or ranges of values in a set of data, called categories or classes2) Categories must be Collectively Exhaustive Categories (enough categories so nothing is left out) and Mutually Exclusive Categories (no one item can fit into 2 or more categories)3) Shows the number of observations (count or frequency) in each of the categories or classes4) Goal is to is to provide information about frequencies (count)Creating Classes for Quantitative VariablesThe goal is to reveal the natural distribution or shape or variation of the data. This is the "art side of statistics". It takes practice to get the hang of itDetermine the number of nonoverlapping classes. Goal is to have enough to show natural shape of data. One general guideline is: 2^k > n, where n = count and k = number of classesDetermine the width of each class with something like: approx. width = (Max-Min)/(Number of classes). Trial and error is usually requiredDetermine the class limits: the key is to not create classes where you can would double count. Trial and error is usually requiredIf you have a discrete variable (or a continuous variable that is shown as a whole number) it is just a matter of getting the lower and upper limit, like: 0-9, 10-19...If you have a continuous Variable and you choose to use the upper limit from the previous class as the lower limit for the current class, be sure to include the equal sign on either the lower or upper, but not both. Create classes like: 0 >Approximate Match:Exact Match: means VLOOKUP starts at first item in first column and looks through column at each item until it finds an exact match.leave 4th argument blank (default behavior)If there are duplicates, it only finds the first one.First column must be sorted ascending (biggest to smallest).If it can't find a match, it returns an #N/A error.Metaphor for understanding how it works: 1st column is where VLOOKUP "looks" to figure out what row in the table has the value it wantsIt starts at the first item in first coumn, and looks at each one and when it bumps into first bigger value, it jumps back one row.Tell VLOOKUP what value it should look up = 1st argumentBinary search is how it really works.Tell VLOOKUP where the table is = 2nd argumentBinary Search and is faster than Linear Search (Exact Match)Tell VLOOKUP what column holds the value you want to return to the cell = 3rd argumentBinary Search reduces search time because it repeatedly divides the table in half and checks the one in the middle to help reduce calc time.Tell VLOOKUP whether you are doing exact ( 0 ) or approximate (leave argument blank) match = 4th argumentIt doesn't have to check each one.If lookup_value is less than 1st value in table LOOKUP retruns #N/ADateSalesRepRevenueRegionSalesRepRegionDateSalesRepProductDiscountUnitsPriceRevenueProductsPrice8/31/13Rachel Gomez155.1Arturo FrancisMidWest8/31/13Christy OlsonDoublers0.032Aspen2111/27/14Isabel Cross39.3Beth TuckerMidWest11/27/14Dan PetersonSunshine0.0152Bellen22.9511/7/13Kyle Carr74.25Billie ChandlerWest11/7/13Mable LindseyCrested Beaut0.013Carlota22.956/2/14Beth Tucker100.98Christy OlsonMidWest6/2/14Kyle CarrQuad0.013Crested Beaut258/1/13Beth Tucker44.98Dan PetersonWest8/1/13Rachel GomezCarlota0.022Doublers79.9511/14/14Drew Rogers29.25Drew RogersEast11/14/14Isabel CrossMajectic Beaut0.0251FlatTop27.511/13/13Beth Tucker68.39Isabel CrossMidWest11/13/13Billie ChandlerSunset0.033Majectic Beaut3011/4/14Beth Tucker45.44Kyle CarrEast11/4/14Sylvester MoralesCarlota0.012Quad3411/26/14Sylvester Morales22.38Mable LindseyEast11/26/14Rachel GomezBellen0.0251Sunbell257/8/14Sylvester Morales49.25Rachel GomezWest7/8/14Beth TuckerSunbell0.0152Sunset23.512/6/14Billie Chandler67.32Shari SilvaSouth12/6/14Shari SilvaQuad0.012Sunshine19.9512/14/13Sylvester Morales23.5Sylvester MoralesMidWest12/14/13Drew RogersSunset01V-Rang1912/1/13Shari Silva90.4212/1/13Arturo FrancisCarlota0.015411/11/14Beth Tucker66.311/11/14Mable LindseyQuad0.02523/13/14Sylvester Morales19.953/13/14Shari SilvaSunshine012/1/13Sylvester Morales252/1/13Rachel GomezSunbell011/10/13Christy Olson79.951/10/13Jenny GarciaDoublers0111/15/14Kyle Carr30611/15/14Colleen WarrenQuad0912/12/13Dan Peterson19.9512/12/13Pauline BeckSunshine0111/22/14Shari Silva67.1311/22/14Shari SilvaCarlota0.02537/10/14Sylvester Morales1027/10/14Jenny GarciaQuad0312/27/13Beth Tucker66.6412/27/13Ben PerezQuad0.0229/28/13Isabel Cross27.099/28/13Cassandra FranklinFlatTop0.015111/1/13Arturo Francis44.5211/1/13Elaine EllisCarlota0.03210/31/13Christy Olson491.410/31/13Beth TuckerAspen0.025246/16/14Arturo Francis476/16/14Cassandra FranklinSunset0211/21/13Kyle Carr73.1311/21/13Colleen WarrenSunbell0.025311/23/14Isabel Cross58.0511/23/14Cassandra FranklinSunshine0.0331/25/13Shari Silva501/25/13Cassandra FranklinSunbell024/25/13Sylvester Morales254/25/13Nellie JosephSunbell0111/9/14Drew Rogers20.3711/9/14Guillermo PotterAspen0.03111/22/13Isabel Cross59.8511/22/13Lynette BrewerSunshine0312/5/13Beth Tucker438.7512/5/13Rachel GomezMajectic Beaut0.0251511/16/14Sylvester Morales39.511/16/14Lance YatesSunshine0.0123/26/14Billie Chandler59.853/26/14Arturo FrancisSunshine0312/29/13Beth Tucker81.6812/29/13Lula DanielsFlatTop0.01311/29/13Sylvester Morales7511/29/13Bethany PenaCrested Beaut036/17/13Beth Tucker846/17/13Robert MunozAspen0411/18/14Isabel Cross59.2511/18/14Shari SilvaSunshine0.01311/20/14Kyle Carr22.6111/20/14Cindy 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