├── .editorconfig ├── .gitignore ├── LICENSE ├── README.md ├── _config.yml ├── docs ├── PDF-Guides │ ├── EssentialVBATerms.pdf │ ├── ExternalLinkErrors.pdf │ ├── M#ReferenceGuide.pdf │ ├── MagicTricksForDataWizards-V2 │ │ ├── Chapter1-MergeTables │ │ │ ├── MergeTables-Finished.xlsx │ │ │ └── MergeTables-Start.xlsx │ │ ├── Chapter2-Grouping │ │ │ ├── Grouping-Finished.xlsx │ │ │ └── Grouping-Start.xlsx │ │ ├── Chapter3-CombiningFilesfromFolder │ │ │ ├── Chapter3-CombiningFilesfromFolder.xlsx │ │ │ ├── FilesFromFolder.pbix │ │ │ └── SalesReports │ │ │ │ ├── 01-January-Copy.xlsx │ │ │ │ ├── 01-January.xlsx │ │ │ │ ├── 02-February.xlsx │ │ │ │ ├── 03-March.xlsx │ │ │ │ ├── 04-April.xlsx │ │ │ │ ├── 05-May.xlsx │ │ │ │ └── 06-June.xlsx │ │ ├── Chapter4-DynamicCalendarTable │ │ │ ├── DynamicCalendarTable-Finished.pbix │ │ │ └── DynamicCalendarTable-Finished.xlsx │ │ ├── Chapter5-TimeIntelligence │ │ │ ├── TimeIntelligence-Finished.xlsx │ │ │ └── TimeIntelligence-Start.xlsx │ │ ├── Chapter6-WorkingwithSegments │ │ │ ├── CreatingSegments-Finished.xlsx │ │ │ └── CreatingSegments-Start.xlsx │ │ ├── Magic-Tricks-for-Data-Wizards.pdf │ │ └── Magic-Tricks-for-Data-Wizardsv201802.pdf │ ├── Pasting-Data-Types.pdf │ ├── PowerBICheatSheet.pdf │ ├── VBA-21Questions.pdf │ ├── VBA-Cells&Ranges.pdf │ ├── VBA-CheatSheet.docx │ ├── VBA-CompleteGuide.pdf │ ├── VBA-DeleteSheet.html │ ├── VBA-ErrorHandling.pdf │ ├── VBA-Intro.pdf │ ├── VBA-ObjectModel.pdf │ ├── VBA-PivotTableGuide.pdf │ ├── VBA-PivotTables.pdf │ ├── VBA-Pivots.pdf │ ├── VBA-R1C1Notation.pdf │ ├── VBA-Tutorial1.pdf │ ├── VBA-Variables.pdf │ ├── VBA-Workbook.pdf │ └── VBA-Worksheet.pdf ├── PowerQuery │ ├── Queries │ │ ├── CareerOneStop.pq │ │ ├── DynamicDateTable.pq │ │ ├── EpochDateTable.pq │ │ ├── ImportPDF.pq │ │ ├── Index.pq │ │ ├── IndexCreator.pq │ │ ├── ParamTables.pq │ │ ├── Swapi.pq │ │ └── iexQuery.pq │ ├── QueryWorkbooks │ │ ├── GithubEventsQuery.xlsx │ │ ├── ParameterTables.xlsx │ │ ├── SAC-1.0.0.xlsx │ │ ├── SportsRadar.xlsx │ │ ├── SwapiAPI.xlsx │ │ └── index.xlsx │ └── README.md ├── ScriptLab │ ├── BasicApiCall.js │ ├── GitHubStars.js │ └── ImportJsonData.js ├── Shortcuts&Formulas │ ├── Buyer-Shortcuts.pdf │ ├── Excel-Formulas.pdf │ ├── Excel-Functions.xlsx │ ├── Excel-Shortcuts.xlsx │ ├── OneNote-Shortcuts.pdf │ └── Windows-7-Keyboard-Shortcuts.pdf ├── SuperchargeExcel │ ├── SuperchargeBI.dax │ ├── SuperchargeExcel.md │ └── readme.md ├── Templates │ ├── Excel Customizations.exportedUI │ ├── PERSONAL-2020-07.xlsb │ ├── PERSONAL.xlsb │ └── excel_customizations.exportedUI ├── VBA │ ├── MacroWorkbooks │ │ ├── ExcelLocationMacro.xlsm │ │ ├── GetWbFileInfo.xlsm │ │ ├── HyperlinkFileList.xlsm │ │ ├── JobURLMacro.xlsm │ │ ├── Lynda-Learning-Excel2016_MacrosInDepth │ │ │ ├── Chapter01 │ │ │ │ ├── Introduction-after recording.xlsm │ │ │ │ ├── Introduction.xlsm │ │ │ │ ├── Large Macro ExampIe.xlsm │ │ │ │ └── Profits.xlsx │ │ │ ├── Chapter02 │ │ │ │ ├── Phone List.xlsm │ │ │ │ ├── Playback_Button.xlsm │ │ │ │ └── Playback_Ribbon.xlsm │ │ │ ├── Chapter03 │ │ │ │ ├── UsefulMacros.xlsm │ │ │ │ └── WorkbookWithMacros.xlsm │ │ │ ├── Chapter04 │ │ │ │ ├── AddCode.xlsm │ │ │ │ └── WatchCode.xlsm │ │ │ ├── Chapter05 │ │ │ │ ├── DoLoops.xlsm │ │ │ │ ├── Interactive.xlsm │ │ │ │ ├── MailingLists-2.xlsx │ │ │ │ └── MailingLists.xlsx │ │ │ ├── Chapter06 │ │ │ │ ├── Final.xlsm │ │ │ │ ├── Partial-2.xlsm │ │ │ │ ├── Partial-3.xlsm │ │ │ │ ├── Partial-4.xlsm │ │ │ │ ├── Partial-5.xlsm │ │ │ │ ├── Partial-6.xlsm │ │ │ │ ├── Partial.xlsx │ │ │ │ └── Scoping.xlsx │ │ │ └── Chapter07 │ │ │ │ └── UsefulMacros.xlsm │ │ ├── MacroWorkbook.xlsm │ │ ├── OneNote-Markdown-Compiler.xlsm │ │ ├── PTableTemplate.xltx │ │ └── Todays Market Recap.xlsm │ ├── VBA-Functions.xlsx │ └── scripts │ │ ├── AsynchronousDownloads.vb │ │ ├── ColumnToTabLoop.vb │ │ ├── DirectoryList.vb │ │ ├── Functions.vb │ │ ├── HideOnClose.vb │ │ ├── InfoTbl.vb │ │ ├── JobCleanxls.vb │ │ ├── JobURLCreator.vb │ │ ├── LoopThroughFileFolder.vb │ │ ├── OnTimeRefreshTable.vb │ │ ├── OpenDownloadsFolder.vb │ │ ├── PTable.vb │ │ ├── PrintAdvancedEditor.vb │ │ ├── QuickFormat.vb │ │ ├── Shortcuts.vb │ │ ├── VBA.vb │ │ ├── VBACode.vb │ │ ├── WkBkInfoTable.vb │ │ └── personal.vb ├── csv-datasets │ ├── BigBangData.csv │ ├── DirtyData.xlsx │ ├── GitHubAPI.csv │ ├── MedExpenseData.csv │ ├── README.md │ ├── advertising_data.csv │ ├── airfares_data.csv │ ├── auto_data.csv │ ├── big_bang_data.xlsx │ ├── boston_data.csv │ ├── carseats_data.csv │ ├── challenger_data.csv │ ├── clean_data.csv │ ├── credit_card_data.csv │ ├── djia_sp500_data.csv │ ├── medexpense_data.csv │ ├── mini_medexpense_data.csv │ ├── murder_data.csv │ ├── occupational_prestige_data.csv │ ├── phone_service_data.csv │ ├── sharpe_data.csv │ ├── toyota_corolla_data.csv │ └── zip_code_database.csv ├── images │ ├── CatastrophicFail.jpg │ ├── ExcelToCode.png │ └── excel-icon.png ├── index.html └── misc │ ├── Lease Dates.xlsx │ ├── MOTH-FilterUniqueTutorial.xlsx │ └── Timesheet.xlsx ├── microsoftColors.css └── renovate.json /.editorconfig: -------------------------------------------------------------------------------- 1 | root = true 2 | 3 | [*] 4 | indent_style = space 5 | indent_size = 2 6 | end_of_line = crlf 7 | charset = utf-8 8 | trim_trailing_whitespace = true 9 | insert_final_newline = true 10 | 11 | [*.md] 12 | trim_trailing_whitespace = false 13 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | ## Ignore Visual Studio temporary files, build results, and 2 | ## files generated by popular Visual Studio add-ons. 3 | ## 4 | ## Get latest from https://github.com/github/gitignore/blob/master/VisualStudio.gitignore 5 | 6 | # User-specific files 7 | *.suo 8 | *.user 9 | *.userosscache 10 | *.sln.docstates 11 | 12 | # Gatsby caches 13 | public 14 | .cache 15 | 16 | # User-specific files (MonoDevelop/Xamarin Studio) 17 | *.userprefs 18 | 19 | # Build results 20 | [Dd]ebug/ 21 | [Dd]ebugPublic/ 22 | [Rr]elease/ 23 | [Rr]eleases/ 24 | x64/ 25 | x86/ 26 | bld/ 27 | [Bb]in/ 28 | [Oo]bj/ 29 | [Ll]og/ 30 | 31 | # Visual Studio 2015/2017 cache/options directory 32 | .vs/ 33 | # Uncomment if you have tasks that create the project's static files in wwwroot 34 | #wwwroot/ 35 | 36 | # Visual Studio 2017 auto generated files 37 | Generated\ Files/ 38 | 39 | # MSTest test Results 40 | [Tt]est[Rr]esult*/ 41 | [Bb]uild[Ll]og.* 42 | 43 | # NUNIT 44 | *.VisualState.xml 45 | TestResult.xml 46 | 47 | # Build Results of an ATL Project 48 | [Dd]ebugPS/ 49 | [Rr]eleasePS/ 50 | dlldata.c 51 | 52 | # Benchmark Results 53 | BenchmarkDotNet.Artifacts/ 54 | 55 | # .NET Core 56 | project.lock.json 57 | project.fragment.lock.json 58 | artifacts/ 59 | **/Properties/launchSettings.json 60 | 61 | # StyleCop 62 | StyleCopReport.xml 63 | 64 | # Files built by Visual Studio 65 | *_i.c 66 | *_p.c 67 | *_i.h 68 | *.ilk 69 | *.meta 70 | *.obj 71 | *.iobj 72 | *.pch 73 | *.pdb 74 | *.ipdb 75 | *.pgc 76 | *.pgd 77 | *.rsp 78 | *.sbr 79 | *.tlb 80 | *.tli 81 | *.tlh 82 | *.tmp 83 | *.tmp_proj 84 | *.log 85 | *.vspscc 86 | *.vssscc 87 | .builds 88 | *.pidb 89 | *.svclog 90 | *.scc 91 | 92 | # Chutzpah Test files 93 | _Chutzpah* 94 | 95 | # Visual C++ cache files 96 | ipch/ 97 | *.aps 98 | *.ncb 99 | *.opendb 100 | *.opensdf 101 | *.sdf 102 | *.cachefile 103 | *.VC.db 104 | *.VC.VC.opendb 105 | 106 | # Visual Studio profiler 107 | *.psess 108 | *.vsp 109 | *.vspx 110 | *.sap 111 | 112 | # Visual Studio Trace Files 113 | *.e2e 114 | 115 | # TFS 2012 Local Workspace 116 | $tf/ 117 | 118 | # Guidance Automation Toolkit 119 | *.gpState 120 | 121 | # ReSharper is a .NET coding add-in 122 | _ReSharper*/ 123 | *.[Rr]e[Ss]harper 124 | *.DotSettings.user 125 | 126 | # JustCode is a .NET coding add-in 127 | .JustCode 128 | 129 | # TeamCity is a build add-in 130 | _TeamCity* 131 | 132 | # 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Backup files are not needed, 241 | # because we have git ;-) 242 | _UpgradeReport_Files/ 243 | Backup*/ 244 | UpgradeLog*.XML 245 | UpgradeLog*.htm 246 | ServiceFabricBackup/ 247 | *.rptproj.bak 248 | 249 | # SQL Server files 250 | *.mdf 251 | *.ldf 252 | *.ndf 253 | 254 | # Business Intelligence projects 255 | *.rdl.data 256 | *.bim.layout 257 | *.bim_*.settings 258 | *.rptproj.rsuser 259 | 260 | # Microsoft Fakes 261 | FakesAssemblies/ 262 | 263 | # GhostDoc plugin setting file 264 | *.GhostDoc.xml 265 | 266 | # Node.js Tools for Visual Studio 267 | .ntvs_analysis.dat 268 | node_modules/ 269 | 270 | # Visual Studio 6 build log 271 | *.plg 272 | 273 | # Visual Studio 6 workspace options file 274 | *.opt 275 | 276 | # Visual Studio 6 auto-generated workspace file (contains which files were open etc.) 277 | *.vbw 278 | 279 | # Visual Studio LightSwitch build output 280 | **/*.HTMLClient/GeneratedArtifacts 281 | **/*.DesktopClient/GeneratedArtifacts 282 | **/*.DesktopClient/ModelManifest.xml 283 | **/*.Server/GeneratedArtifacts 284 | **/*.Server/ModelManifest.xml 285 | _Pvt_Extensions 286 | 287 | # Paket dependency manager 288 | .paket/paket.exe 289 | paket-files/ 290 | 291 | # FAKE - F# Make 292 | .fake/ 293 | 294 | # JetBrains Rider 295 | .idea/ 296 | *.sln.iml 297 | 298 | # CodeRush 299 | .cr/ 300 | 301 | # Python Tools for Visual Studio (PTVS) 302 | __pycache__/ 303 | *.pyc 304 | 305 | # Cake - Uncomment if you are using it 306 | # tools/** 307 | # !tools/packages.config 308 | 309 | # Tabs Studio 310 | *.tss 311 | 312 | # Telerik's JustMock configuration file 313 | *.jmconfig 314 | 315 | # BizTalk build output 316 | *.btp.cs 317 | *.btm.cs 318 | *.odx.cs 319 | *.xsd.cs 320 | 321 | # OpenCover UI analysis results 322 | OpenCover/ 323 | 324 | # Azure Stream Analytics local run output 325 | ASALocalRun/ 326 | 327 | # MSBuild Binary and Structured Log 328 | *.binlog 329 | 330 | # NVidia Nsight GPU debugger configuration file 331 | *.nvuser 332 | 333 | # MFractors (Xamarin productivity tool) working folder 334 | .mfractor/ 335 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2019 Patrick Powell 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # [GitHub Pages](https://prp1277.github.io/Excel) 2 | 3 | The resources in this repository have been collected over my years of working in Microsoft Excel. 4 | 5 | ## Table of Contents 6 | 7 | ### csv-datasets 8 | Datasets curated from my Business Intelligence classes at Rockhurst University. 9 | 10 | ### Excel-JS 11 | Sample scripts to run using the Script-Labs Excel Add-In. 12 | 13 | ### img 14 | Images to add to posts etc. 15 | 16 | ### PDF-Guides 17 | Guides from blogs, books and other sources that I have used or referenced. 18 | 19 | ### PowerQuery 20 | 21 | - Queries - #M code used behind the scenes 22 | - QueryWorkbooks - The workbook containing the #M 23 | 24 | ### Shortcuts&Formulas 25 | Excel shortcuts to help you stop using your mouse. 26 | 27 | ### Templates 28 | My Personal Macro Workbook and UI Add-In 29 | 30 | ### VBA 31 | 32 | - MacroWorkbooks - Workbooks containing the macros 33 | - Scripts - The VBA in the actual workbooks 34 | -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- 1 | theme: jekyll-theme-slate -------------------------------------------------------------------------------- /docs/PDF-Guides/EssentialVBATerms.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/PDF-Guides/EssentialVBATerms.pdf 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-------------------------------------------------------------------------------- 1 | /* 2 | * Parameters 3 | */ 4 | 5 | /* baseURL */ 6 | "https://api.careeronestop.org/v1/jobsearch/ijJDYCadAcEJZ5e/" meta [IsParameterQuery=true, Type="Any", IsParameterQueryRequired=true] 7 | 8 | /* JobTitle */ 9 | "Business%20Intelligence" meta [IsParameterQuery=true, Type="Text", IsParameterQueryRequired=true] 10 | 11 | /* QS */ 12 | "/68144/10/company/ASC/1/200/30?source=NLx&showFilters=true" meta [IsParameterQuery=true, Type="Any", IsParameterQueryRequired=true] 13 | 14 | /* forEach */ 15 | let 16 | Source = (query as text) => 17 | let 18 | Source = Json.Document(Web.Contents(baseURL & query & QS, [Headers=[Authorization="Bearer //Your Auth"]])), 19 | #"Converted to Table" = Record.ToTable(Source) 20 | in 21 | #"Converted to Table" 22 | in 23 | Source 24 | 25 | /* financialAnalyst */ 26 | let 27 | Source = forEach("financial%20analyst"), 28 | #"Filtered Rows" = Table.SelectRows(Source, each ([Name] = "Jobs")), 29 | #"Expanded Value" = Table.ExpandListColumn(#"Filtered Rows", "Value"), 30 | #"Expanded Value1" = Table.ExpandRecordColumn(#"Expanded Value", "Value", {"JvId", "JobTitle", "Company", "AccquisitionDate", "URL", "Location", "Fc"}, {"JvId", "JobTitle", "Company", "AccquisitionDate", "URL", "Location", "Fc"}), 31 | #"Changed Type" = Table.TransformColumnTypes(#"Expanded Value1",{{"JvId", type text}, {"JobTitle", type text}, {"Company", type text}, {"AccquisitionDate", type datetimezone}, {"URL", type text}, {"Location", type text}, {"Fc", type logical}}), 32 | #"Removed Columns" = Table.RemoveColumns(#"Changed Type",{"Name", "JvId", "Location", "Fc"}), 33 | #"Reordered Columns" = Table.ReorderColumns(#"Removed Columns",{"AccquisitionDate", "Company", "JobTitle", "URL"}), 34 | #"Added Prefix" = Table.TransformColumns(#"Reordered Columns", {{"URL", each "=HYPERLINK("" & _, type text}}), 35 | #"Added Suffix" = Table.TransformColumns(#"Added Prefix", {{"URL", each _ & "", "Apply Now")", type text}}) 36 | in 37 | #"Added Suffix" 38 | 39 | /* businessAnalyst */ 40 | let 41 | Source = forEach("business%20analyst"), 42 | #"Filtered Rows" = Table.SelectRows(Source, each ([Name] = "Jobs")), 43 | #"Expanded Value" = Table.ExpandListColumn(#"Filtered Rows", "Value"), 44 | #"Expanded Value1" = Table.ExpandRecordColumn(#"Expanded Value", "Value", {"JvId", "JobTitle", "Company", "AccquisitionDate", "URL", "Location", "Fc"}, {"JvId", "JobTitle", "Company", "AccquisitionDate", "URL", "Location", "Fc"}), 45 | #"Changed Type" = Table.TransformColumnTypes(#"Expanded Value1",{{"JvId", type text}, {"JobTitle", type text}, {"Company", type text}, {"AccquisitionDate", type datetimezone}, {"URL", type text}, {"Location", type text}, {"Fc", type logical}}), 46 | #"Removed Columns" = Table.RemoveColumns(#"Changed Type",{"Name", "JvId"}), 47 | #"Duplicated Column" = Table.DuplicateColumn(#"Removed Columns", "URL", "URL - Copy"), 48 | #"Added Prefix" = Table.TransformColumns(#"Duplicated Column", {{"URL - Copy", each "=HYPERLINK("" & _, type text}}), 49 | #"Added Suffix" = Table.TransformColumns(#"Added Prefix", {{"URL - Copy", each _ & "", "Apply Now")", type text}}), 50 | #"Renamed Columns" = Table.RenameColumns(#"Added Suffix",{{"URL - Copy", "Apply Now"}}), 51 | #"Removed Columns1" = Table.RemoveColumns(#"Renamed Columns",{"URL", "Location", "Fc"}), 52 | #"Reordered Columns" = Table.ReorderColumns(#"Removed Columns1",{"AccquisitionDate", "Company", "JobTitle", "Apply Now"}) 53 | in 54 | #"Reordered Columns" 55 | -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/DynamicDateTable.pq: -------------------------------------------------------------------------------- 1 | let 2 | Source = #date(2019,1,1), 3 | Custom1 = List.Dates(Source, Number.From(DateTime.LocalNow())- Number.From(Source) ,#duration(1,0,0,0)), 4 | #"Converted to Table" = Table.FromList(Custom1, Splitter.SplitByNothing(), null, null, ExtraValues.Error), 5 | #"Duplicated Column" = Table.DuplicateColumn(#"Converted to Table", "Column1", "Column1 - Copy"), 6 | #"Duplicated Column1" = Table.DuplicateColumn(#"Duplicated Column", "Column1", "Column1 - Copy.1"), 7 | #"Duplicated Column2" = Table.DuplicateColumn(#"Duplicated Column1", "Column1", "Column1 - Copy.2"), 8 | #"Duplicated Column3" = Table.DuplicateColumn(#"Duplicated Column2", "Column1", "Column1 - Copy.3"), 9 | #"Duplicated Column4" = Table.DuplicateColumn(#"Duplicated Column3", "Column1", "Column1 - Copy.4"), 10 | #"Duplicated Column5" = Table.DuplicateColumn(#"Duplicated Column4", "Column1", "Column1 - Copy.5"), 11 | #"Extracted Year" = Table.TransformColumns(#"Duplicated Column5",{{"Column1 - Copy", Date.Year, Int64.Type}}), 12 | #"Extracted Month" = Table.TransformColumns(#"Extracted Year",{{"Column1 - Copy.1", Date.Month, Int64.Type}}), 13 | #"Calculated Quarter" = Table.TransformColumns(#"Extracted Month",{{"Column1 - Copy.2", Date.QuarterOfYear, Int64.Type}}), 14 | #"Calculated Week of Year" = Table.TransformColumns(#"Calculated Quarter",{{"Column1 - Copy.3", Date.WeekOfYear, Int64.Type}}), 15 | #"Extracted Day" = Table.TransformColumns(#"Calculated Week of Year",{{"Column1 - Copy.4", Date.Day, Int64.Type}}), 16 | #"Extracted Day Name" = Table.TransformColumns(#"Extracted Day", {{"Column1 - Copy.5", each Date.DayOfWeekName(_), type text}}), 17 | #"Renamed Columns" = Table.RenameColumns(#"Extracted Day Name",{{"Column1 - Copy", "Year"}, {"Column1 - Copy.1", "Month"}, {"Column1 - Copy.2", "Quarter"}, {"Column1 - Copy.3", "Week"}, {"Column1 - Copy.4", "Day"}, {"Column1", "Date"}, {"Column1 - Copy.5", "Name of Day"}}), 18 | #"Changed Type" = Table.TransformColumnTypes(#"Renamed Columns",{{"Date", type date}}) 19 | in 20 | #"Changed Type" 21 | -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/EpochDateTable.pq: -------------------------------------------------------------------------------- 1 | let 2 | Source = {DateTime.LocalNow() - #datetime(1970,01,01,0,0,0)}, 3 | #"Converted to Table" = Table.FromList(Source, Splitter.SplitByNothing(), null, null, ExtraValues.Error), 4 | #"Duplicated Column" = Table.DuplicateColumn(#"Converted to Table", "Column1", "Column1 - Copy"), 5 | #"Renamed Columns" = Table.RenameColumns(#"Duplicated Column",{{"Column1", "Unix Time"}, {"Column1 - Copy", "Duration"}}), 6 | #"Calculated Total Seconds" = Table.TransformColumns(#"Renamed Columns",{{"Unix Time", Duration.TotalSeconds, type text}}), 7 | #"Changed Type" = Table.TransformColumnTypes(#"Calculated Total Seconds",{{"Duration", type duration}, {"Unix Time", type number}}), 8 | #"Added Custom" = Table.AddColumn(#"Changed Type", "Now", each DateTime.LocalNow()), 9 | #"Changed Type1" = Table.TransformColumnTypes(#"Added Custom",{{"Now", type datetimezone}}) 10 | in 11 | #"Changed Type1" -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/ImportPDF.pq: -------------------------------------------------------------------------------- 1 | Pdf.Tables( 2 | File.Contents( 3 | "C:\Users\prp12.000\GitHub-Repos\resources\Excel\Notes\M#ReferenceGuide.pdf" 4 | ), 5 | [StartPage=1, EndPage=10] 6 | ) 7 | -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/Index.pq: -------------------------------------------------------------------------------- 1 | let 2 | Source = Excel.CurrentWorkbook(){[Name="config"]}[Content], 3 | #"Changed Type" = Table.TransformColumnTypes(Source,{{"parameter", type text}, {"value", type text}}) 4 | in 5 | #"Changed Type" 6 | 7 | let 8 | Source = Folder.Files("C:\Users\prp12.000\GitHub-Repos\Excel"), 9 | #"Removed Columns" = Table.RemoveColumns(Source,{"Content"}), 10 | #"Filtered Rows" = Table.SelectRows(#"Removed Columns", each ([Extension] <> "" and [Extension] <> ".idx" and [Extension] <> ".pack" and [Extension] <> ".sample")), 11 | #"Replaced Value" = Table.ReplaceValue(#"Filtered Rows","C:\Users\prp12.000\GitHub-Repos\Excel","https://github.com/prp1277/Excel/tree/master",Replacer.ReplaceText,{"Folder Path"}), 12 | #"Replaced Value1" = Table.ReplaceValue(#"Replaced Value","\","/",Replacer.ReplaceText,{"Folder Path"}), 13 | #"Merged Columns" = Table.CombineColumns(#"Replaced Value1",{"Folder Path", "Name"},Combiner.CombineTextByDelimiter("", QuoteStyle.None),"Index"), 14 | #"Removed Other Columns" = Table.SelectColumns(#"Merged Columns",{"Index"}) 15 | in 16 | #"Removed Other Columns" 17 | -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/IndexCreator.pq: -------------------------------------------------------------------------------- 1 | /** Source = Folder */ 2 | let 3 | Source = Folder.Files("C:\Users\prp12.000\prp1277-Github\prp1277.github.io\src\pages\docs\excel") 4 | in 5 | Source 6 | 7 | /** Transformation */ 8 | let 9 | Source = Folder.Files("C:\Users\prp12.000\prp1277-Github\prp1277.github.io\src\pages\docs\excel"), 10 | #"C:\Users\prp12 000\prp1277-Github\prp1277 github io\src\pages\docs\excel\_gh-flavored-markdown md" = Source{[#"Folder Path"="C:\Users\prp12.000\prp1277-Github\prp1277.github.io\src\pages\docs\excel\",Name="gh-flavored-markdown.md"]}[Content], 11 | #"Imported CSV" = Csv.Document(#"C:\Users\prp12 000\prp1277-Github\prp1277 github io\src\pages\docs\excel\_gh-flavored-markdown md",[Delimiter="#(tab)", Encoding=1252, QuoteStyle=QuoteStyle.Csv]), 12 | #"Kept Range of Rows" = Table.Range(#"Imported CSV",1,3), 13 | #"Split Column by Delimiter" = Table.SplitColumn(#"Kept Range of Rows", "Column1", Splitter.SplitTextByDelimiter(":", QuoteStyle.None), {"Column1.1", "Column1.2"}), 14 | #"Changed Type" = Table.TransformColumnTypes(#"Split Column by Delimiter",{{"Column1.1", type text}, {"Column1.2", type text}}), 15 | #"Replaced Value" = Table.ReplaceValue(#"Changed Type","[","",Replacer.ReplaceText,{"Column1.2"}), 16 | #"Replaced Value1" = Table.ReplaceValue(#"Replaced Value","]","",Replacer.ReplaceText,{"Column1.2"}), 17 | #"Transposed Table" = Table.Transpose(#"Replaced Value1"), 18 | #"Promoted Headers" = Table.PromoteHeaders(#"Transposed Table", [PromoteAllScalars=true]), 19 | #"Changed Type1" = Table.TransformColumnTypes(#"Promoted Headers",{{"title", type text}, {"date", type text}, {"tags", type text}}), 20 | #"Split Column by Delimiter1" = Table.SplitColumn(#"Changed Type1", "tags", Splitter.SplitTextByDelimiter(",", QuoteStyle.Csv), {"tags.1", "tags.2", "tags.3"}), 21 | #"Changed Type2" = Table.TransformColumnTypes(#"Split Column by Delimiter1",{{"tags.1", type text}, {"tags.2", type text}, {"tags.3", type text}}), 22 | #"Trimmed Text" = Table.TransformColumns(#"Changed Type2",{{"title", Text.Trim, type text}, {"tags.3", Text.Trim, type text}, {"tags.2", Text.Trim, type text}, {"tags.1", Text.Trim, type text}, {"date", Text.Trim, type text}}) 23 | in 24 | #"Trimmed Text" -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/ParamTables.pq: -------------------------------------------------------------------------------- 1 | let 2 | Source = Excel.CurrentWorkbook(){[Name="MyTable"]}[Content], 3 | #"Added Custom" = Table.AddColumn(Source, "File Path", each fnGetParameter("File Path")), 4 | #"Added Custom1" = Table.AddColumn(#"Added Custom", "First Date", each fnGetParameter("Start Date")), 5 | #"Changed Type" = Table.TransformColumnTypes(#"Added Custom1",{{"File Path", type text}, {"First Date", type date}, {"MyTable", type text}}) 6 | in 7 | #"Changed Type" 8 | /** fnGetParameter */ 9 | (ParameterName as text) => 10 | let 11 | ParamSource = Excel.CurrentWorkbook(){[Name="Parameters"]}[Content], 12 | ParamRow = Table.SelectRows(ParamSource, each([Parameter] = ParameterName)), 13 | Value = if Table.IsEmpty(ParamRow)=true 14 | then null 15 | else Record.Field(ParamRow{0}, "Value") 16 | in 17 | Value -------------------------------------------------------------------------------- /docs/PowerQuery/Queries/Swapi.pq: -------------------------------------------------------------------------------- 1 | //----------------------------------------------------------------------------- 2 | // ParamStrings 3 | //----------------------------------------------------------------------------- 4 | // baseURL 5 | "https://swapi.co/api/" meta [IsParameterQuery=true, Type="Text", IsParameterQueryRequired=true] 6 | 7 | // query 8 | "planets" meta [IsParameterQuery=true, Type="Text", IsParameterQueryRequired=true] 9 | 10 | // page - Adds Pagination 11 | "/6" meta [IsParameterQuery=true, Type="Any", IsParameterQueryRequired=true] 12 | 13 | //----------------------------------------------------------------------------- 14 | // Validation 15 | //----------------------------------------------------------------------------- 16 | // results as a string 17 | let 18 | Source = baseURL & query & page 19 | in 20 | Source 21 | 22 | //----------------------------------------------------------------------------- 23 | // Results 24 | //----------------------------------------------------------------------------- 25 | // Results as list 26 | let 27 | Source = Json.Document(Web.Contents(baseURL & query)), 28 | results = Source[results] 29 | in 30 | results 31 | 32 | //----------------------------------------------------------------------------- 33 | // Functions 34 | //----------------------------------------------------------------------------- 35 | // forEach(`${query}`) 36 | let 37 | Source = (query as text) => let 38 | Source = Json.Document(Web.Contents(baseURL & query)), 39 | results = Source[results] 40 | in 41 | results 42 | in 43 | Source 44 | 45 | //----------------------------------------------------------------------------- 46 | // Functions 47 | //----------------------------------------------------------------------------- 48 | // Paginate 49 | let 50 | Source = Json.Document(Web.Contents(baseURL & query & page)) 51 | in 52 | Source 53 | 54 | //----------------------------------------------------------------------------- 55 | // Invoked Functions 56 | //----------------------------------------------------------------------------- 57 | // "planets" 58 | let 59 | Source = forEach("planets") 60 | in 61 | Source 62 | 63 | //----------------------------------------------------------------------------- 64 | // Invoked Functions 65 | //----------------------------------------------------------------------------- 66 | // "people" 67 | let 68 | Source = forEach("people") 69 | in 70 | Source -------------------------------------------------------------------------------- /docs/PowerQuery/QueryWorkbooks/GithubEventsQuery.xlsx: -------------------------------------------------------------------------------- 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/docs/PowerQuery/README.md: -------------------------------------------------------------------------------- 1 | ## Favor JavaScript formatting Over SQL 2 | 3 | `let ({query} as {type}) => (`${query}`)` 4 | 5 | is essentially the same thing as an ES6 Template String 6 | -------------------------------------------------------------------------------- /docs/ScriptLab/BasicApiCall.js: -------------------------------------------------------------------------------- 1 | $("#run").click(() => tryCatch(run)); 2 | 3 | function run() { 4 | return Excel.run(function(context) { 5 | var range = context.workbook.getSelectedRange(); 6 | range.format.fill.color = "yellow"; 7 | range.load("address"); 8 | return context.sync().then(function() { 9 | console.log('The range address was "' + range.address + '".'); 10 | }); 11 | }); 12 | } 13 | 14 | /** Default helper for invoking an action and handling errors. */ 15 | function tryCatch(callback) { 16 | Promise.resolve() 17 | .then(callback) 18 | .catch(function(error) { 19 | // Note: In a production add-in, you'd want to notify the user through your add-in's UI. 20 | console.error(error); 21 | }); 22 | } 23 | -------------------------------------------------------------------------------- /docs/ScriptLab/GitHubStars.js: -------------------------------------------------------------------------------- 1 | /** 2 | * Gets the star count for a given org/user and repo. Try =GETSTARCOUNT("officedev","office-js") 3 | * @customfunction 4 | * @param userName Name of org or user. 5 | * @param repoName Name of the repo. 6 | * @return Number of stars. 7 | */ 8 | async function getStarCount(userName = "prp1277", repoName = "Excel") { 9 | //You can change this URL to any web request you want to work with. 10 | const url = `https://api.github.com/repos/${userName}/${repoName}`; 11 | const response = await fetch(url); 12 | 13 | //Expect that status code is in 200-299 range 14 | if (!response.ok) { 15 | throw new Error(response.statusText); 16 | } 17 | const jsonResponse = await response.json(); 18 | return jsonResponse.watchers_count; 19 | } 20 | -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/Buyer-Shortcuts.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/Buyer-Shortcuts.pdf -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/Excel-Formulas.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/Excel-Formulas.pdf -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/Excel-Functions.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/Excel-Functions.xlsx -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/Excel-Shortcuts.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/Excel-Shortcuts.xlsx -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/OneNote-Shortcuts.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/OneNote-Shortcuts.pdf -------------------------------------------------------------------------------- /docs/Shortcuts&Formulas/Windows-7-Keyboard-Shortcuts.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/Shortcuts&Formulas/Windows-7-Keyboard-Shortcuts.pdf -------------------------------------------------------------------------------- /docs/SuperchargeExcel/SuperchargeBI.dax: -------------------------------------------------------------------------------- 1 | 2 | Total Customers 3 | =COUNT(Customers[CustomerKey]) 4 | 5 | Distinct Customers 6 | =DISTINCTCOUNT(Customers[CustomerKey]) 7 | 8 | Count of Occupations 9 | =DISTINCTCOUNT(Customers[Occupation]) 10 | 11 | New Customers Fixed Period 12 | =VAR _currentDate = 13 | MAX ( 'Calendar'[Date] ) 14 | VAR _salesThisPeriod = [Total Sales] 15 | VAR _customers = 16 | ADDCOLUMNS ( 17 | Customers, 18 | "Sales Until Now", CALCULATE ( 19 | [Total Sales], 20 | DATESINPERIOD ( 'Calendar'[Date], _currentDate, -1, YEAR ) 21 | ), 22 | "Running Total Sales", [Running Total Sales] 23 | ) 24 | VAR _newCustomers = 25 | FILTER ( 26 | _customers, 27 | [Running Total Sales] = [Sales Until Now] 28 | && [Sales Until Now] > 0 29 | ) 30 | RETURN 31 | ( IF ( _salesThisPeriod > 0, COUNTROWS ( _newCustomers ) ) ) 32 | 33 | Total Products 34 | =COUNT(Products[ProductKey]) 35 | 36 | Total Sales and Tax SUMX 37 | =SUMX(Sales, Sales[ExtendedAmount] + Sales[TaxAmt]) 38 | 39 | Dealer Margin 40 | =SUMX(Products, Products[ListPrice] - Products[DealerPrice]) 41 | 42 | Average Safety Stock 43 | =AVERAGEX(Products, Products[SafetyStockLevel]) 44 | 45 | Total Sales 46 | =SUM(Sales[ExtendedAmount]) 47 | 48 | Qty Sold 49 | =SUM(Sales[OrderQuantity]) 50 | 51 | Count of Occupation 52 | =COUNT(Customers[Occupation]) 53 | 54 | Customers with Purchases 55 | =DISTINCTCOUNT(Sales[CustomerKey]) 56 | 57 | Total Sales SUMX 58 | =SUMX(Sales, Sales[ExtendedAmount] * Sales[OrderQuantity]) 59 | 60 | Total Sales with Tax SUMX 61 | =SUMX(Sales, Sales[ExtendedAmount] + Sales[TaxAmt]) 62 | 63 | Total Sales including Freight 64 | =SUMX(Sales, Sales[ExtendedAmount] + Sales[Freight]) 65 | 66 | Average Sell Price per Item 67 | =AVERAGEX(Sales, Sales[ExtendedAmount]) 68 | 69 | Average Tax Paid 70 | =AVERAGEX(Sales,Sales[TaxAmt]) 71 | 72 | Total Sales of Blue Products 73 | =CALCULATE([Total Sales], Products[Color]="Blue") 74 | 75 | This Period Customers 76 | =DISTINCTCOUNT(Sales[CustomerKey]) 77 | 78 | Running Total Customers 79 | =VAR _currentDate = 80 | MAX ( 'Calendar'[Date] ) 81 | VAR _salesThisPeriod = [Total Sales] 82 | RETURN 83 | IF ( 84 | _salesThisPeriod > 0, 85 | CALCULATE ( 86 | [This Period Customers], 87 | FILTER ( 88 | ALLSELECTED ( 'Calendar'[Date] ), 89 | ISONORAFTER ( 'Calendar'[Date], _currentDate, DESC ) 90 | ) 91 | ) 92 | ) 93 | 94 | Running Total Sales 95 | =VAR _currentDate = 96 | MAX ( 'Calendar'[Date] ) 97 | RETURN 98 | CALCULATE ( 99 | [Total Sales], 100 | FILTER ( 101 | ALLSELECTED ( 'Calendar'[Date] ), 102 | ISONORAFTER ( 'Calendar'[Date], _currentDate, DESC ) 103 | ) 104 | ) 105 | 106 | Count of Country 107 | =DISTINCTCOUNT(Territory[Country]) 108 | 109 | Returning Customers Fixed Period 110 | = 111 | VAR _currentDate = MAX('Calendar'[Date]) 112 | VAR _salesThisPeriod = [Total Sales] 113 | VAR _customers = ADDCOLUMNS( 114 | Customers, 115 | "Sales Until Now", 116 | CALCULATE( 117 | [Total Sales], 118 | DATESINPERIOD( 119 | 'Calendar'[Date], 120 | _currentDate, 121 | -1, 122 | YEAR 123 | ) 124 | ), 125 | "Running Total Sales", 126 | [Running Total Sales]) 127 | VAR _returningCustomers = 128 | FILTER(_customers, 129 | [Sales Until Now]>0 && [Sales Until Now]<[Running Total Sales]) 130 | return 131 | IF(_salesThisPeriod>0, COUNTROWS(_returningCustomers)) 132 | -------------------------------------------------------------------------------- /docs/SuperchargeExcel/SuperchargeExcel.md: -------------------------------------------------------------------------------- 1 | # 2: Concept: Loading Data 2 | 3 | > Highlight (yellow) - Location 493 4 | 5 | Business users can think of a dimension table as a lookup table and a fact table as a data (or transactions) table. 6 | 7 | > Highlight (yellow) - Location 546 8 | 9 | A data table contains transactional information — in this case sales transactions. Lookup tables contain information about logical groups of objects, such as customers, products, time (calendar), etc. 10 | 11 | > Highlight (yellow) - Location 550 12 | 13 | Each of these tables must have a unique ID column, such as ProductNumber, CustomerNumber, etc. These unique columns are sometimes called keys. 14 | 15 | > Highlight (yellow) - Location 557 16 | 17 | Unlike in other database programs (Power Pivot is actually a database), there is no other type of table join available in Power Pivot 18 | 19 | > Highlight (yellow) - Location 558 20 | 21 | The data table may contain none, one, or many rows of data for each row in the lookup table. The following “Here’s How” shows how to join tables. 22 | 23 | > Highlight (yellow) - Location 584 24 | 25 | Because the relationships are always one-to-many, the joins are specifically single-directional. Always drag from the data table up to the lookup table, not the other way around 26 | 27 | > Highlight (yellow) - Location 635 28 | 29 | The Collie layout methodology involves placing the lookup tables at the top of the window and the data tables at the bottom. 30 | 31 | > Highlight (yellow) - Location 640 32 | 33 | In the IT world, lookup tables are referred to as dimension tables, and data tables are called fact tables. 34 | 35 | > Highlight (yellow) - Location 648 36 | 37 | It is no longer necessary to bring data from the lookup tables into the data tables by using VLOOKUP(). Instead, you can simply load the lookup tables and join them with a relationship. 38 | 39 | > Highlight (yellow) - Location 654 40 | 41 | A key feature of a lookup table is that it contains one and only one row for each individual item in the table, and it has as many columns as needed to describe the object. 42 | 43 | > Highlight (yellow) - Location 664 44 | 45 | In this case, the Sales table contains one column (technically called a foreign key) that matches each of the keys in each lookup table (technically called a primary key). Stated differently, the Sales data table has four foreign key columns: a date, a customer number, a product number, and a territory key. 46 | 47 | > Highlight (yellow) - Location 670 48 | 49 | Ideally, data tables should have very few columns but as many rows as needed to bring in all the data records. Data tables normally have lots of rows (sometimes in the tens of millions or even billions). 50 | 51 | > Highlight (yellow) - Location 778 52 | 53 | The data connections you create in Power Query are relative to your computer. When you send a workbook and data source to another user, that person will have to edit the data connection so that it will work on his or her own PC. 54 | 55 | # 3. Concept: Measures 56 | 57 | > Highlight (yellow) - Location 826 58 | 59 | A measure is simply a DAX formula that instructs Power Pivot to do a calculation on data. In a sense, a measure is a lot like a formula in a cell in Excel. The main difference, however, between a formula in a cell in Excel and a measure is that a measure always operates over the entire data model, not over just a few cells in a spreadsheet. 60 | 61 | ## Techniques for Writing DAX Measures 62 | 63 | > Highlight (yellow) - Location 839-840 64 | 65 | You can write a measure in the formula bar in the Power Pivot window, as shown below. If you use this method, you must specify the measure name followed by a colon and then the formula. Note that there can be no spaces between the measure name, the colon, and the equals sign. 66 | 67 | > Matt Allington. Supercharge Excel (Kindle Locations 843-844). 68 | 69 | You can write and edit measures in any empty cell in the calculation area at the bottom of the Power Pivot window, as shown below. Note that you need to use a colon here, too. 70 | 71 | > Matt Allington. Supercharge Excel (Kindle Locations 846-847). 72 | 73 | You can write measures in the Measure dialog in Excel, as shown below. You can open this dialog from within Excel by navigating to the Power Pivot tab (see #1 below) and clicking on the Measures button (# 2) and then New Measure. In general, Excel users should write DAX in the Measure dialog box in Excel. And it is normally best to first create a pivot table that provides some context for a measure you are about to write. If you do it this way, you immediately see the measure in a pivot table when you click OK 74 | 75 | ### Writing Measures 76 | 77 | Follow these steps: 78 | 79 | 1. Create a new, blank pivot table connected to the data model. 80 | 2. Add data to the rows. 81 | 3. Click inside the pivot table, go to the Power Pivot tab and select Add Measure. 82 | 4. Make sure to place the measure in the same table that the data comes from. 83 | 5. Use descriptive & unique names 84 | 6. Write the DAX formula & click 'Check Formula' to validate 85 | 7. Select the desired data format & click 'OK' 86 | 87 | #### Avoiding Implicit Measures 88 | 89 | Implicit Measures are what traditional pivot tables used when you used 'Count of x' or 'Sum of y' in the values pane. 90 | 91 | > Matt Allington. Supercharge Excel (Kindle Locations 945-946). 92 | 93 | It is best practice in DAX to always type the table name before every column name inside your formulas 94 | 95 | Use the 'Manage Measures' dialog box to view, edit or delete measures from the workbook. Since the Measure dialog box is modal you can't do anything while it is open. If you are having problems with a DAX formula you can either set the measure `=1` or wrap the formula in double quotes so it doesn't evaluate. If you need to use double quotes in the formula, replace the double quotes in the formula with single quotes then come back to it later. 96 | 97 | # 4. DAX Topic: SUM(), COUNT(), COUNTROWS(), MIN(), MAX(), COUNTBLANK(), DIVIDE() 98 | 99 | ## Aggregate Functions 100 | 101 | These functions take inputs from a column or table and aggregate the contents. You have to tell Power Pivot how to aggregate the data so it returns just a single value to each cell in the pivot table. The iterable nature of applying these aggregations to each cell is what makes power pivot so powerful. 102 | 103 | ### Practice Problem: 104 | 105 | Using the data we imported from Access, create the following measures: 106 | 107 | 1. [Total Sales] 108 | `=SUM ( Sales[ExtendedAmount] )` 109 | 2. [Total Cost] 110 | `=SUM ( Sales[ProductStandardCost] )` 111 | 3. [Total Margin $] 112 | `=[Total Sales] - [Total Cost]` 113 | 4. [Total Margin %] 114 | `=DIVIDE ( [Total Margin], [Total Sales], "" )` 115 | 5. [Total Sales Tax Paid] 116 | `=SUM ( Sales[TaxAmt] )` 117 | 6. [Total Sales Including Tax] 118 | `=[Total Sales] + [Total Sales Tax Paid]` 119 | 7. [Total Order Quantity] 120 | `=SUM ( Sales[OrderQuantity] )` 121 | 8. [Total Number of Products] 122 | `=COUNT ( [ProductKey] )` 123 | 9. [Total Number of Customers] 124 | `=COUNT ( Customers[CustomerKey] )` 125 | 10. [Total Products Using COUNTROWS] 126 | `=COUNTROWS ( Products )` 127 | 11. [Total Customers Using COUNTROWS] 128 | `=COUNTROWS ( Customers )` 129 | 12. [Total Customers using DISTINCTCOUNT] 130 | `=DISTINCTCOUNT ( Customers[CustomerKey] )` 131 | 13. [Count of Occupation] 132 | `=DISTINCTCOUNT ( Customers[Occupation] )` 133 | 14. [Count of Country] 134 | `=DISTINCTCOUNT ( Territory[Country] )` 135 | 15. [Customers that Have Purchased] 136 | `=DISTINCTCOUNT ( Sales[CustomerKey] )` 137 | 16. [Maximum Tax Paid on a Product] 138 | `=MAX ( Sales[TaxAmt] )` 139 | 17. [Minimum Price Paid for a Product] 140 | `=MIN ( Sales[SalesAmount] )` 141 | 18. [Average Price Paid for a Product] 142 | `=AVERAGE ( Sales[SalesAmount] )` 143 | 19. [Customers Without Address Line 2] 144 | `=COUNTBLANK ( [AddressLine2] )` 145 | 20. [Products Without Weight Values] 146 | `=COUNTBLANK ( Products[Weight] )` 147 | 21. [Margin %] 148 | `=DIVIDE ( [Total Margin], [Total Sales] )` 149 | 22. [Markup %] 150 | `=DIVIDE ( [Total Margin], [Total Cost] )` 151 | 23. [Tax %] 152 | `=DIVIDE ( [Total Sales Tax Paid], [Total Sales] )` 153 | 154 | ### Pivot Table Conditional Formatting 155 | 156 | Highlight the cells, click 'Conditional Formatting' and select the visualization. It's easier to select one of the cells, apply the formatting, then use the pop-up box to apply the formatting to the _rows only_, _leaving out the grand total_. 157 | 158 | ### When are Measures Automatically Added? 159 | 160 | The pivot table must be selected before writing the measure AND you have to save the measure without creating an error on save. If the formula isn't checked and creates an error the measure will not be automatically added to the pivot table after the error is fixed. 161 | 162 | ### Filter Context 163 | 164 | > Matt Allington. Supercharge Excel (Kindle Locations 1451-1458). 165 | 166 | Note that the first measure, [Customers Without Address Line 2], is being filtered by the pivot table (i.e., Customers[ Occupation] on Rows), and the values in the pivot table change with each row. But the second measure, [Products Without Weight Values], is not filtered; the values don’t change for each row in the pivot table. The technical term for filtering behavior in Power Pivot is _filter context_. 167 | 168 | > Matt Allington. Supercharge Excel (Kindle Locations 1468-1470). 169 | 170 | If you use DIVIDE() instead of the slash operator (/) for division, DAX returns a blank where you would otherwise get a divide-by-zero error. Given that a pivot table will filter out blank rows by default, a blank row is a much better option than an error.If you don’t specify the alternate result, a blank value is returned when there is a divide-by-zero error. 171 | 172 | ### Initial Filter Context 173 | 174 | It is important that you learn to “read” the initial filter context from your visuals because it will help you understand how each value in a visual is calculated. And it is important to refer to the full table name and column name because that forces you to look, check, and confirm exactly which tables and columns you are using in your visuals. 175 | 176 | The filters automatically flow from the “one” side of the relationship to the “many” side of the relationship, in the direction of the arrow; or you can think of the filters as flowing from the lookup table to the data table. Whatever terms you use, it’s always downhill. The connected table - the Sales table - is then also filtered. 177 | 178 | It's important to remember that all cells are evaluated on their own, without regard for any other cell in the visual, even if the cell is a subtotal or grand total cell. 179 | 180 | # 6. Concept: Lookup Tables & Data Tables 181 | 182 | ## Data Tables 183 | 184 | Data tables are typically the largest tables loaded into Power BI. Examples of data tables are Sales, Budget, Exchange Rates, General Ledgers and stock counts. There is no limitation on how often similar transactions can occur and be stored in a data table. 185 | 186 | ## Lookup Tables 187 | 188 | Lookup tables tend to be smaller and wider than data tables. Some examples include Customers, Products and Calendars. Lookup tables **must** have a uniquely identifying code of some type to uniquely differentiate each row in the table - the primary key. 189 | 190 | ## Denormalising Tables 191 | 192 | In old Excel pivot tables had to be based on one, single, table. You would then write a bunch of lookup functions to bring information from other tables into the source of your pivot table data. The problem with this is the duplication of data - files quickly become bloated and inefficient. 193 | 194 | > The more unique values a column has, the less the data will be compressed by the PBI data model. The number of columns in your data tables is much more important than the number of rows. 195 | 196 | Fewer columns and more rows is better than more columns and fewer rows, especially for large tables. 197 | 198 | ## Joining Tables Using Relationships 199 | 200 | To avoid repetitive data, keep that data in separate subtables. For example, if the sales table contains the unique product key, it can fetch any extra information from the product master table whenever it's needed. Once the relationship is created the tables work together as if they were a single unit without the need to create duplicate data in the Sales table. 201 | 202 | ## Schemas 203 | 204 | ### Star Schemas 205 | 206 | The data table is the center of the star. In our case, this is the Sales table. There are supporting lookup tables that add information using primary & foreign keys. You could use vlookups to fetch the columns from other tables, but that's not necessary with relationships. 207 | 208 | ## General Advice 209 | 210 | 1. Keep data tables long and skinny. Get rid of extra columns by unpivoting tables 211 | 2. Move repeating attribute columns from data tables to lookup tables. 212 | 3. If your lookup tables are joined to other lookup tables, consider flatening them into a single, wider, lookup table. 213 | 214 | # 7. DAX Topic: The Basic Iterators `SUMX()` and `AVERAGEX()` 215 | 216 | Iterative functions have _row context_. This means that the function is "aware" of which row it is referencing at any point in time. 217 | 218 | ## `SUMX(table, expression)` 219 | 220 | SUMX creates a row context in the specified table then iterates through each row, one at a time, evaluating the expression for each row it gets to before it finally adds the interim results for each row. There is no need to wrap the columns in an aggregation function when using X-functions because that's essentially what these function are doing. 221 | 222 | During each step of the iteration process, the column names in the expression are only referring to a single cell - the one at the intersection of the single column and the current row. This works like a running total. One row at a time, the single value in the `Sales[ExtendedAmount]` column is added to the single value of the `Sales[TaxAmt]` column. 223 | 224 | ### When to use X-Functions vs Aggegators 225 | 226 | When data doesn't contain a line total. For example, if your table has a column for quantity and another for price per unit, but doesn't include Total Sales. These are useful functions for when you need to calculate an average or multiply values. The example in the book uses the multiplication of the averages at the grand total level. Think of which level the aggregation needs to apply to. Things can start getting funky if you start doing row-level operations where they should be column-wise / categorical (think: averages). 227 | 228 | # 8. DAX Topic: Calculated Columns 229 | 230 | Generally, favor measures & Power Query over calculated columns. You should, however, use calculated columns if: 231 | 232 | 1. You need to filter / slice a visual based on the results of a column 233 | 2. You can't bring the column of data you need in from your source data or by using Power Query 234 | 235 | Ideally, you want to push the column as far back to the source as possible. If you can add the column in Access or Power Query, do it there instead of a calculated column. 236 | 237 | # 9. DAX Topic: `CALCULATE()` 238 | 239 | `Calculate(expression, filter 1, filter 2, filter n...)` 240 | 241 | The `CALCULATE()` function alters the filter context coming from the visual by applying none, one or more filters **prior** to evaluating the expression. Taking a filter from a lookup table and propagating it to the data table is what the Power Pivot engine in Power BI was built and optimized to do. Just think about the interactions between visuals and how changing the context of one visual affects the rest of the visuals on that page. 242 | -------------------------------------------------------------------------------- /docs/SuperchargeExcel/readme.md: -------------------------------------------------------------------------------- 1 | Notes taken as I read [Supercharge Excel](https://exceleratorbi.com.au/supercharge-excel/) by [Matt Allington](https://twitter.com/ExceleratorBI). 2 | 3 | ## Table of Contents 4 | 5 | Introduction 6 | 7 | 1. Concept: Introduction to Data Modelling 8 | 2. Concept: Loading Data 9 | 3. Concept: Measures 10 | 4. DAX Topic: SUM(), COUNT(), COUNTROWS(), MIN(), MAX(), COUNTBLANK(), DIVIDE() 11 | 5. Concept: Filter Propagation 12 | 6. Concept: Lookup Tables & Data Tables 13 | 7. DAX Topic: The Basic Iterators SUMX() and AVERAGEX() 14 | 8. DAX Topic: Calculated Columns 15 | 9. DAX Topic: CALCULATE() 16 | 10. Concept: Evaluation Context and Context Transition 17 | 11. DAX Topic: IF(), SWITCH(), and FIND() 18 | 12. DAX Topic: VALUES() and HASONEVALUE() 19 | 13. DAX Topic: ALL(), ALLEXCEPT() and ALLSELECTED() 20 | 14. DAX Topic: FILTER() 21 | 15. DAX Topic: Time Intelligence 22 | 16. DAX Topic: RELATED() and RELATEDTABLE() 23 | 17. Concept: Disconnected Tables 24 | 18. Concept: KPIs 25 | 19. Concept: Multiple Data Tables 26 | 20. Concept: Cube Formulas 27 | 21. Moving From Excel to Power BI 28 | 22. Next Steps on Your DAX Journey 29 | 23. Appendix A: Answers to Practice Exercises 30 | 24. 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WorkGroups() 2 | 3 | 'Instantiate variables 4 | Dim maxGroup As Integer 5 | Dim dropSheets As Integer 6 | Dim ws As Worksheet 7 | Dim i As Integer 8 | Dim targetGroup As Integer 9 | Dim targetRow As Integer 10 | Dim name As String 11 | 12 | 'Determine the number of groups 13 | maxGroup = WorksheetFunction.Max(Columns(2)) 14 | 15 | 'Drop group worksheets 16 | dropSheets = MsgBox("Do you want to delete the current Group Worksheets? ", vbYesNo, "Delete Worksheets") 17 | If dropSheets = vbYes Then 18 | Application.DisplayAlerts = False 19 | For Each ws In ActiveWorkbook.Worksheets 20 | If ws.name <> "Master" Then 21 | ws.Delete 22 | End If 23 | Next 24 | Application.DisplayAlerts = True 25 | 26 | 'Create new group worksheets 27 | For i = maxGroup To 1 Step -1 28 | Set ws = Worksheets.Add(After:=Worksheets("Master")) 29 | ws.name = "Group " & i 30 | ws.Cells(1, 1).Value = "Name" 31 | ws.Cells(1, 1).Font.Bold = True 32 | Next i 33 | 34 | 'Remove Copied notation 35 | i = 2 36 | Do 37 | If Worksheets("Master").Cells(i, 3).Value = "Copied" Then 38 | Worksheets("Master").Cells(i, 3).Value = "" 39 | End If 40 | i = i + 1 41 | Loop Until Worksheets("Master").Cells(i, 2).Value = "" 42 | 43 | End If 44 | 45 | 'Copy values to respective group worksheets 46 | i = 2 47 | Do 48 | If Worksheets("Master").Cells(i, 3).Value <> "Copied" Then 49 | targetGroup = Worksheets("Master").Cells(i, 2).Value 50 | name = Worksheets("Master").Cells(i, 1).Value 51 | 52 | 'Determine next available row in group worksheet 53 | targetRow = 2 54 | Do Until Worksheets("Group " & targetGroup).Cells(targetRow, 1).Value = "" 55 | targetRow = targetRow + 1 56 | Loop 57 | 58 | Worksheets("Group " & targetGroup).Cells(targetRow, 1).Value = name 59 | Worksheets("Master").Cells(i, 3).Value = "Copied" 60 | End If 61 | i = i + 1 62 | Loop Until Worksheets("Master").Cells(i, 2).Value = "" 63 | 64 | Worksheets("Master").Activate 65 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/DirectoryList.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | 3 | Public FSO As New FileSystemObject 4 | Private FileType As Variant 5 | '------------------------------------------------------------------------------ 6 | 7 | Sub ListHyperlinkFilesInSubFolders() 8 | 9 | ' Written by Philip Treacy, http://www.myonlinetraininghub.com/author/philipt 10 | ' My Online Training Hub http://www.myonlinetraininghub.com/Create-Hyperlinked-List-of-Files-in-Subfolders 11 | ' May 2014 12 | 13 | Dim StartingCell As String 'Cell where hyperlinked list starts 14 | Dim FSOFolder As Folder 15 | Dim RootFolder As String 16 | 17 | Application.ScreenUpdating = False 18 | 19 | 'Make this a cell address to insert list at fixed cell 20 | 'e.g. StartingCell = "A1" 21 | StartingCell = ActiveCell.Address 22 | 23 | 24 | 'Ask for folder to list files from 25 | With Application.FileDialog(msoFileDialogFolderPicker) 26 | 27 | .InitialFileName = Application.DefaultFilePath & "\" 28 | .Title = "Please select folder to list files from" 29 | .Show 30 | 31 | 'If a folder has been selected 32 | If .SelectedItems.Count <> 0 Then 33 | 34 | RootFolder = .SelectedItems(1) 35 | 36 | Set FSOFolder = FSO.GetFolder(RootFolder) 37 | 38 | 'Ask what type of files to look for 39 | FileType = Application.InputBox("* and ? wildcards are valid " & vbCrLf & vbCrLf & " e.g. .xls* to list XLS, XLSX and XLSM" _ 40 | & vbCrLf & vbCrLf & "??st.* to list West.xlsx and East.xlsx" & vbCrLf & vbCrLf & "Just click OK to list all files.", _ 41 | "What type of files do you want to list?", "") 42 | 43 | If FileType = False Then 'Cancel pressed 44 | 45 | MsgBox "Process Cancelled" 46 | Exit Sub 47 | 48 | ElseIf FileType = vbNullString Then 'Nothing entered and OK pressed 49 | 50 | FileType = "*.*" 51 | 52 | End If 53 | 54 | 'Clear the active sheet to remove previous results 55 | ActiveSheet.Cells.Clear 56 | 57 | 'Enter default message in case no files are in folder 58 | With Range(StartingCell) 59 | 60 | .ClearFormats 61 | .Value = "No " & FileType & " files found in " & RootFolder 62 | .Select 63 | 64 | End With 65 | 66 | ' Call recursive sub to list files 67 | ListFilesInSubFolders FSOFolder, ActiveCell 68 | 69 | 'Autofit the columns containing our results 70 | Columns.AutoFit 71 | 72 | Else 73 | 74 | 'If no folder selected, admonish user for wasting CPU cycles :) 75 | MsgBox "No folder selected.", vbExclamation 76 | 77 | End If 78 | 79 | End With 80 | 81 | Application.ScreenUpdating = True 82 | 83 | End Sub 84 | '------------------------------------------------------------------------------ 85 | 86 | 87 | Sub ListFilesInSubFolders(StartingFolder As Scripting.Folder, DestinationRange As Range) 88 | ' Written by Philip Treacy, http://www.myonlinetraininghub.com/author/philipt 89 | ' My Online Training Hub http://www.myonlinetraininghub.com/Create-Hyperlinked-List-of-Files-in-Subfolders 90 | ' May 2014 91 | ' Lists all files specified by FileType in all subfolders of the StartingFolder object. 92 | ' This sub is called recursively 93 | 94 | Dim CurrentFilename As String 95 | Dim OffsetRow As Long 96 | Dim TargetFiles As String 97 | Dim SubFolder As Scripting.Folder 98 | 99 | 'Write name of folder to cell 100 | DestinationRange.Value = StartingFolder.Path 101 | 102 | 'Get the first file, look for Normal, Read Only, System and Hidden files 103 | TargetFiles = StartingFolder.Path & "\" & FileType 104 | 105 | CurrentFilename = Dir(TargetFiles, 7) 106 | 107 | OffsetRow = 1 108 | 109 | Do While CurrentFilename <> "" 110 | 111 | 'Create the hyperlink 112 | DestinationRange.Offset(OffsetRow).Hyperlinks.Add Anchor:=DestinationRange.Offset(OffsetRow), Address:=StartingFolder.Path & "\" & CurrentFilename, TextToDisplay:=CurrentFilename 113 | 114 | OffsetRow = OffsetRow + 1 115 | 116 | 'Get the next file 117 | CurrentFilename = Dir 118 | 119 | Loop 120 | 121 | 122 | ' Offset the DestinationRange one column to the right and OffsetRows down so that we start listing files 123 | ' inthe next folder below where we just finished. This results in an indented view of the folder structure 124 | Set DestinationRange = DestinationRange.Offset(OffsetRow) 125 | 126 | ' For each SubFolder in the current StartingFolder call ListFilesInSubFolders (recursive) 127 | ' The sub continues to call itself for each and every folder it finds until it has 128 | ' traversed all folders below the original StartingFolder 129 | For Each SubFolder In StartingFolder.SubFolders 130 | 131 | ListFilesInSubFolders SubFolder, DestinationRange 132 | 133 | Next SubFolder 134 | 135 | ' Once all files in SubFolder are listed, move the DestinationRange down 1 row and left 1 column. 136 | ' This gives a clear visual structure to the listing showing that we are done with the current SubFolder 137 | ' and moving on to the next SubFolder 138 | 'Set DestinationRange = DestinationRange.Offset(1) 139 | 'DestinationRange.Select 140 | 141 | End Sub 142 | 143 | -------------------------------------------------------------------------------- /docs/VBA/scripts/Functions.vb: -------------------------------------------------------------------------------- 1 | Attribute VB_Name = "Functions" 2 | Option Explicit 3 | 4 | Private Function GetValue(path, file, sheet, ref) 5 | ' Retrieves a value from a closed workbook 6 | Dim arg As String 7 | 8 | ' Make sure the file exists 9 | If Right(path, 1) <> "\" Then path = path & "\" 10 | If Dir(path & file) = "" Then 11 | GetValue = "File Not Found" 12 | Exit Function 13 | End If 14 | 15 | ' Create the argument 16 | arg = "'" & path & "[" & file & "]" & sheet & "'!" & _ 17 | Range(ref).Range("A1").Address(, , xlR1C1) 18 | 19 | ' Execute an XLM macro 20 | GetValue = ExecuteExcel4Macro(arg) 21 | End Function 22 | 23 | Sub TestGetValue() 24 | Dim p As String, f As String 25 | Dim s As String, a As String 26 | 27 | p = ThisWorkbook.path 28 | f = ThisWorkbook.FullName 29 | s = "Sheet2" 30 | a = "C1" 31 | MsgBox GetValue(p, f, s, a) 32 | End Sub 33 | 34 | Sub TestGetValue2() 35 | Dim p As String, f As String 36 | Dim s As String, a As String 37 | Dim r As Long, c As Long 38 | 39 | p = ThisWorkbook.path 40 | f = "myworkbook.xlsx" 41 | s = "Sheet1" 42 | Application.ScreenUpdating = False 43 | For r = 1 To 100 44 | For c = 1 To 12 45 | a = Cells(r, c).Address 46 | Cells(r, c) = GetValue(p, f, s, a) 47 | Next c 48 | Next r 49 | End Sub 50 | 51 | Private Function GetValueByOpeningTheFile(path, file, sheet, ref) 52 | Dim wb As Workbook 53 | Application.ScreenUpdating = False 54 | Set wb = Workbooks.Open(path & Application.PathSeparator & file) 55 | Worksheets(sheet).Activate 56 | GetValueByOpeningTheFile = Range(ref) 57 | wb.Close savechanges:=False 58 | Application.ScreenUpdating = True 59 | End Function 60 | 61 | Sub TestGetValueByOpeningTheFile() 62 | Dim p As String, f As String 63 | Dim s As String, a As String 64 | 65 | p = ThisWorkbook.path 66 | f = "myworkbook.xlsx" 67 | s = "Sheet2" 68 | a = "C1" 69 | MsgBox GetValueByOpeningTheFile(p, f, s, a) 70 | End Sub 71 | 72 | Private Function FileExists(fname) As Boolean 73 | ' Returns TRUE if the file exists 74 | Dim x As String 75 | x = Dir(fname) 76 | If x <> "" Then FileExists = True _ 77 | Else FileExists = False 78 | End Function 79 | 80 | Private Function FileNameOnly(pname) As String 81 | ' Returns the filename from a path/filename string 82 | Dim temp As Variant 83 | Length = Len(pname) 84 | temp = Split(pname, Application.PathSeparator) 85 | FileNameOnly = temp(UBound(temp)) 86 | End Function 87 | 88 | Private Function PathExists(pname) As Boolean 89 | ' Returns TRUE if the path exists 90 | If Dir(pname, vbDirectory) = "" Then 91 | PathExists = False 92 | Else 93 | PathExists = (GetAttr(pname) And vbDirectory) = vbDirectory 94 | End If 95 | End Function 96 | 97 | Private Function RangeNameExists(nname) As Boolean 98 | ' Returns TRUE if the range name exists 99 | Dim n As Name 100 | RangeNameExists = False 101 | For Each n In ActiveWorkbook.Names 102 | If UCase(n.Name) = UCase(nname) Then 103 | RangeNameExists = True 104 | Exit Function 105 | End If 106 | Next n 107 | End Function 108 | 109 | Private Function SheetExists(sname) As Boolean 110 | ' Returns TRUE if sheet exists in the active workbook 111 | Dim x As Object 112 | On Error Resume Next 113 | Set x = ActiveWorkbook.Sheets(sname) 114 | If Err = 0 Then SheetExists = True _ 115 | Else SheetExists = False 116 | End Function 117 | 118 | Private Function WorkbookIsOpen(wbname) As Boolean 119 | ' Returns TRUE if the workbook is open 120 | Dim x As Workbook 121 | On Error Resume Next 122 | Set x = Workbooks(wbname) 123 | If Err = 0 Then WorkbookIsOpen = True _ 124 | Else WorkbookIsOpen = False 125 | End Function 126 | 127 | Private Function IsInCollection(Coln As Object, Item As String) As Boolean 128 | Dim Obj As Object 129 | On Error Resume Next 130 | Set Obj = Coln(Item) 131 | IsInCollection = Not Obj Is Nothing 132 | End Function 133 | -------------------------------------------------------------------------------- /docs/VBA/scripts/HideOnClose.vb: -------------------------------------------------------------------------------- 1 | Attribute VB_Name = "HideOnClose" 2 | Option Explicit 3 | 4 | Private Sub Workbook_BeforeClose() 5 | 'OneDrive Sharable link ("https://1drv.ms/f/s!AoLkNBOSNnKygZp2OTAaUkzYjQ_5_A") 6 | 7 | Dim MWb As Workbook 8 | Set MWb = Workbooks("Personal.xlsb") 9 | Dim HFileName As String, WFileName As String 10 | HFileName = "C:\Users\imami\OneDrive\Documents\Shared\Templates\PERSONAL.xlam" 11 | WFileName = "C:\Users\PRPowell\OneNote\Shared\Templates\PERSONAL.xlsb" 12 | 13 | 14 | Debug.Print HFileName, WFileName 15 | Windows("PERSONAL.XLSB").Visible = False 16 | MWb.Save 17 | MWb.SaveCopyAs Filename:=HFileName 18 | 'MWb.SaveCopyAs Filename:=WFileName 19 | 20 | End Sub 21 | -------------------------------------------------------------------------------- /docs/VBA/scripts/InfoTbl.vb: -------------------------------------------------------------------------------- 1 | Attribute VB_Name = "InfoTbl" 2 | Option Explicit 3 | 4 | Sub InfoTbl() 5 | Dim NationalAccounts As String 6 | Dim r As Long 7 | Dim f As String 8 | Dim FileSize As Double 9 | 10 | With ActiveWorkbook.Sheets.Add 11 | .Visible = False 12 | .Name = "Parameters" 13 | Cells(1, 2) = ThisWorkbook.FullName 14 | End With 15 | 16 | r = 1 17 | 18 | Sheets("Parameter Table").Activate 19 | ' Insert headers 20 | Cells.ClearContents 21 | Cells(r, 1) = ThisWorkbook.FullName 22 | Cells(r, 2) = "Files in " & NationalAccounts 23 | Cells(r, 3) = "Size" 24 | Cells(r, 4) = "Date/Time" 25 | Range("A1:C1").Font.Bold = True 26 | 27 | ' Get first file 28 | f = Dir(NationalAccounts, vbReadOnly + vbHidden + vbSystem) 29 | Do While f <> "" 30 | r = r + 1 31 | Cells(r, 1) = f 32 | 'adjust for filesize > 2 gigabytes 33 | FileSize = FileLen(NationalAccounts & f) 34 | If FileSize < 0 Then FileSize = FileSize + 4294967296# 35 | Cells(r, 2) = FileSize 36 | Cells(r, 3) = FileDateTime(NationalAccounts & f) 37 | ' Get next file 38 | f = Dir 39 | Loop 40 | 41 | ActiveSheet.ListObjects.Add(xlSrcRange, Range("$A$1:$C$8"), , xlYes).Name = "ParameterTable" 42 | 43 | End Sub 44 | 45 | Sub PrintInfo() 46 | 47 | Debug.Print ThisWorkbook.path 48 | Debug.Print ThisWorkbook.FullName 49 | 50 | 51 | End Sub 52 | -------------------------------------------------------------------------------- /docs/VBA/scripts/JobCleanxls.vb: -------------------------------------------------------------------------------- 1 | Sub ConvertToXlsx() 2 | Dim FP As String, FN As String, QF As String 3 | Dim TWB As Workbook, Wb As Workbooks 4 | Dim Sh As Sheets 5 | Dim DFP As String 6 | 7 | Application.ScreenUpdating = False 8 | Application.DisplayAlerts = False 9 | 10 | Set TWB = Workbooks("JobCleanXls1.xlsm") 11 | 12 | 'Replace "C:\...." with where you saved the xls files 13 | QF = "C:\Users\prp12.000\OneDrive\prp1277.github.io\_data\[XlsFiles]VBATarget\" 14 | 15 | 'Replace "C:\..." with where you want to save the xlsx files 16 | FP = "C:\Users\prp12.000\OneDrive\prp1277.github.io\_data\QueryFolderTarget\" 17 | 18 | 19 | '1 - Career Builder Analyst File 20 | With Application.Workbooks.Open(QF & "CBAnalyst.xls") 21 | Application.Run "JobCleanXls.xlsm!QuickFormat" 22 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 23 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 24 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 25 | Cells.Hyperlinks.Delete 26 | ActiveWindow.FreezePanes = False 27 | ActiveWorkbook.SaveAs FP & "CBAnalyst.xlsx" _ 28 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 29 | ActiveWindow.Close 30 | End With 31 | 32 | '2 - Career Builder Data File 33 | With Application.Workbooks.Open(QF & "CBData.xls") 34 | Application.Run "JobCleanXls.xlsm!QuickFormat" 35 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 36 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 37 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 38 | Cells.Hyperlinks.Delete 39 | ActiveWindow.FreezePanes = False 40 | ActiveWorkbook.SaveAs FP & "CBData.xlsx" _ 41 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 42 | ActiveWindow.Close 43 | End With 44 | 45 | '3 - Career Builder Excel File 46 | With Application.Workbooks.Open(QF & "CBExcel.xls") 47 | Application.Run "JobCleanXls.xlsm!QuickFormat" 48 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 49 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 50 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 51 | Cells.Hyperlinks.Delete 52 | ActiveWindow.FreezePanes = False 53 | ActiveWorkbook.SaveAs FP & "CBExcel.xlsx" _ 54 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 55 | ActiveWindow.Close 56 | End With 57 | 58 | '4 - Career Builder Financial Analyst File 59 | With Application.Workbooks.Open(QF & "CBFinancialAnalyst.xls") 60 | Application.Run "JobCleanXls.xlsm!QuickFormat" 61 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 62 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 63 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 64 | Cells.Hyperlinks.Delete 65 | ActiveWindow.FreezePanes = False 66 | ActiveWorkbook.SaveAs FP & "CBFinancialAnalyst.xlsx" _ 67 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 68 | ActiveWindow.Close 69 | End With 70 | 71 | '5 - Indeed Analyst File 72 | With Application.Workbooks.Open(QF & "INAnalyst.xls") 73 | Application.Run "JobCleanXls.xlsm!QuickFormat" 74 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 75 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 76 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 77 | Cells.Hyperlinks.Delete 78 | ActiveWindow.FreezePanes = False 79 | ActiveWorkbook.SaveAs FP & "INAnalyst.xlsx" _ 80 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 81 | ActiveWindow.Close 82 | End With 83 | 84 | '6 - Indeed Data File 85 | With Application.Workbooks.Open(QF & "INData.xls") 86 | Application.Run "JobCleanXls.xlsm!QuickFormat" 87 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 88 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 89 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 90 | Cells.Hyperlinks.Delete 91 | ActiveWindow.FreezePanes = False 92 | ActiveWorkbook.SaveAs FP & "INData.xlsx" _ 93 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 94 | ActiveWindow.Close 95 | End With 96 | 97 | '7 - Indeed Excel File 98 | With Application.Workbooks.Open(QF & "INExcel.xls") 99 | Application.Run "JobCleanXls.xlsm!QuickFormat" 100 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 101 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 102 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 103 | Cells.Hyperlinks.Delete 104 | ActiveWindow.FreezePanes = False 105 | ActiveWorkbook.SaveAs FP & "INExcel.xlsx" _ 106 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 107 | ActiveWindow.Close 108 | End With 109 | 110 | '8 - Indeed Financial Analyst File 111 | With Application.Workbooks.Open(QF & "INFinancialAnalyst.xls") 112 | Application.Run "JobCleanXls.xlsm!QuickFormat" 113 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 114 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 115 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 116 | Cells.Hyperlinks.Delete 117 | ActiveWindow.FreezePanes = False 118 | ActiveWorkbook.SaveAs FP & "INFinancialAnalyst.xlsx" _ 119 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 120 | ActiveWindow.Close 121 | End With 122 | 123 | '9 - US Jobs Analyst File 124 | With Application.Workbooks.Open(QF & "USJAnalyst.xls") 125 | Application.Run "JobCleanXls.xlsm!QuickFormat" 126 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 127 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 128 | ActiveCell.Columns("F:F").EntireColumn.Delete Shift:=xlToLeft 129 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 130 | Cells.Hyperlinks.Delete 131 | ActiveWindow.FreezePanes = False 132 | ActiveWorkbook.SaveAs FP & "USJAnalyst.xlsx" _ 133 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 134 | ActiveWindow.Close 135 | End With 136 | 137 | '10 - US Jobs Data File 138 | With Application.Workbooks.Open(QF & "USJData.xls") 139 | Application.Run "JobCleanXls.xlsm!QuickFormat" 140 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 141 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 142 | ActiveCell.Columns("F:F").EntireColumn.Delete Shift:=xlToLeft 143 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 144 | Cells.Hyperlinks.Delete 145 | ActiveWindow.FreezePanes = False 146 | ActiveWorkbook.SaveAs FP & "USJData.xlsx" _ 147 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 148 | ActiveWindow.Close 149 | End With 150 | 151 | '11 - US Jobs Excel File 152 | With Application.Workbooks.Open(QF & "USJExcel.xls") 153 | Application.Run "JobCleanXls.xlsm!QuickFormat" 154 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 155 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 156 | ActiveCell.Columns("F:F").EntireColumn.Delete Shift:=xlToLeft 157 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 158 | Cells.Hyperlinks.Delete 159 | ActiveWindow.FreezePanes = False 160 | ActiveWorkbook.SaveAs FP & "USJExcel.xlsx" _ 161 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 162 | ActiveWindow.Close 163 | End With 164 | 165 | '12 - US Jobs Financial Analyst File 166 | With Application.Workbooks.Open(QF & "USJFinancialAnalyst.xls") 167 | Application.Run "JobCleanXls.xlsm!QuickFormat" 168 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 169 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 170 | ActiveCell.Columns("F:F").EntireColumn.Delete Shift:=xlToLeft 171 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 172 | Cells.Hyperlinks.Delete 173 | ActiveWindow.FreezePanes = False 174 | ActiveWorkbook.SaveAs FP & "USJFinancialAnalyst.xlsx" _ 175 | , FileFormat:=xlOpenXMLWorkbook, CreateBackup:=False 176 | ActiveWindow.Close 177 | End With 178 | 179 | TWB.Activate 180 | 181 | End Sub 182 | 183 | '--- 184 | 185 | Sub FollowLink() 186 | ' 187 | ' FollowLink Macro 188 | Dim Wb As Workbook, Wbs As Workbooks 189 | Dim Sh As Worksheet, Shs As Sheets 190 | Dim i As Integer, DFP As String, Tbl As String 191 | 192 | Tbl = ActiveSheet.ListObjects("LinkSiteSearch") 193 | DFP = Application.DefaultFilePath 194 | 195 | Cells(1, 1) = DFP 196 | 197 | 'These 4 lines loop through the table 198 | 'And Open each link in column 1 199 | For i = 1 To Tbl.Range.Rows.Count 200 | Tbl.Range.Columns(1).Select 201 | Selection.Hyperlinks(1).Follow NewWindow:=False, _ 202 | AddHistory:=True 203 | Next i 204 | 205 | End Sub 206 | 207 | '--- 208 | 209 | Sub QuickFormat() 210 | 'Clear Formatting from all cells 211 | Application.ScreenUpdating = False 212 | 213 | Debug.Print Workbooks(Workbooks.Count).Name 214 | Workbooks(Workbooks.Count).Activate 215 | 216 | With Cells 217 | .HorizontalAlignment = xlLeft 218 | .VerticalAlignment = xlBottom 219 | .WrapText = False 220 | .Orientation = 0 221 | .AddIndent = False 222 | .IndentLevel = 0 223 | .ShrinkToFit = False 224 | .ReadingOrder = xlContext 225 | .MergeCells = False 226 | .Columns.AutoFit 227 | End With 228 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/JobURLCreator.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | 'This proceedure opens the files from the links, saves 3 | 'them into the folder and cleans them to be ready for 4 | 'the query editor to append them together 5 | Sub FollowLink() 6 | ' 7 | ' FollowLink Macro 8 | Application.DisplayAlerts = False 9 | Application.ScreenUpdating = False 10 | 11 | Dim Wb As Workbook, Wbs As Workbooks 12 | Dim Sh As Worksheet, Shs As Sheets, j As Integer 13 | Dim FP As String, FN As String, QF As String 14 | Dim i As Integer, DFP As String, Tbl As ListObject 15 | 16 | 'Set Variables 17 | Set Tbl = Sheets("Links&Locations").ListObjects("LinkSiteSearch") 18 | DFP = Application.DefaultFilePath 19 | QF = "C:\Users\prp12.000\OneDrive\prp1277.github.io\_data\[XlsFiles]VBATarget\" 20 | FP = "C:\Users\prp12.000\OneDrive\prp1277.github.io\_data\QueryFolderTarget\" 21 | 22 | 'Activate, count how many workbooks are open and print default file location 23 | Sheets("Links&Locations").Activate 24 | j = Workbooks.Count 25 | Cells(1, 1) = DFP 26 | 27 | 'These 4 lines loop through the table 28 | 'And Open each link in column 1 29 | For i = 1 To Tbl.Range.Rows.Count 30 | Tbl.Range.Columns(1).Select 31 | Selection.Hyperlinks(1).Follow NewWindow:=False, AddHistory:=True 32 | Workbooks("JobCleanXLS.xlsm").Sheets("Links&Locations").Activate 33 | Next i 34 | 35 | 'Now, all the workbooks are opened, 36 | 'clean them and save them to the query folder 37 | For i = 1 To (Workbooks.Count - j) 38 | 'Clear the shitty format 39 | Application.Run "JobCleanXls.xlsm!QuickFormat" 40 | 'Delete the stupid picture 41 | ActiveSheet.Shapes.Range(Array("Picture 1")).Delete 42 | 'Why's there a blank column in the first place? 43 | ActiveCell.Columns("A:A").EntireColumn.Delete Shift:=xlToLeft 44 | 'Let alone three blank rows 45 | ActiveCell.Rows("1:3").EntireRow.Delete Shift:=xlUp 46 | 'Delete Hyperlinks because Power Query doesn't see them 47 | Cells.Hyperlinks.Delete 48 | 'Freezing panes is retarded 49 | ActiveWindow.FreezePanes = False 50 | 'Close the window cause we're done with that shit 51 | ActiveWindow.Close 52 | Next i 53 | 54 | Workbooks("JobCleanXLS.xlsm").Activate 55 | End Sub 56 | 57 | - 58 | Sub QuickFormat() 59 | 'Clear Formatting from all cells 60 | Application.ScreenUpdating = False 61 | 62 | Debug.Print Workbooks(Workbooks.Count).Name 63 | Workbooks(Workbooks.Count).Activate 64 | With Cells 65 | .HorizontalAlignment = xlLeft 66 | .VerticalAlignment = xlBottom 67 | .WrapText = False 68 | .Orientation = 0 69 | .AddIndent = False 70 | .IndentLevel = 0 71 | .ShrinkToFit = False 72 | .ReadingOrder = xlContext 73 | .MergeCells = False 74 | .Columns.AutoFit 75 | End With 76 | End Sub 77 | -------------------------------------------------------------------------------- /docs/VBA/scripts/LoopThroughFileFolder.vb: -------------------------------------------------------------------------------- 1 | Sub LoopAllExcelFilesInFolder() 2 | 'PURPOSE: To loop through all Excel files in a user specified folder and perform a set task on them 3 | 'SOURCE: https://www.thespreadsheetguru.com/the-code-vault/2014/4/23/loop-through-all-excel-files-in-a-given-folder 4 | 5 | 6 | Dim wb As Workbook 7 | Dim myPath As String 8 | Dim myFile As String 9 | Dim myExtension As String 10 | Dim FldrPicker As FileDialog 11 | 12 | 'Optimize Macro Speed 13 | Application.ScreenUpdating = False 14 | Application.EnableEvents = False 15 | Application.Calculation = xlCalculationManual 16 | 17 | 'Retrieve Target Folder Path From User 18 | Set FldrPicker = Application.FileDialog(msoFileDialogFolderPicker) 19 | 20 | With FldrPicker 21 | .Title = "Select A Target Folder" 22 | .AllowMultiSelect = False 23 | If .Show <> -1 Then GoTo NextCode 24 | myPath = .SelectedItems(1) & "\" 25 | End With 26 | 27 | 'In Case of Cancel 28 | NextCode: 29 | myPath = myPath 30 | If myPath = "" Then GoTo ResetSettings 31 | 32 | 'Target File Extension (must include wildcard "*") 33 | myExtension = "*.xls*" 34 | 35 | 'Target Path with Ending Extention 36 | myFile = Dir(myPath & myExtension) 37 | 38 | 'Loop through each Excel file in folder 39 | Do While myFile <> "" 40 | 'Set variable equal to opened workbook 41 | Set wb = Workbooks.Open(Filename:=myPath & myFile) 42 | 43 | 'Ensure Workbook has opened before moving on to next line of code 44 | DoEvents 45 | 46 | 'Change First Worksheet's Background Fill Blue 47 | wb.Worksheets(1).Range("A1:Z1").Interior.Color = RGB(51, 98, 174) 48 | 49 | 'Save and Close Workbook 50 | wb.Close SaveChanges:=True 51 | 52 | 'Ensure Workbook has closed before moving on to next line of code 53 | DoEvents 54 | 55 | 'Get next file name 56 | myFile = Dir 57 | Loop 58 | 59 | 'Message Box when tasks are completed 60 | MsgBox "Task Complete!" 61 | 62 | ResetSettings: 63 | 'Reset Macro Optimization Settings 64 | Application.EnableEvents = True 65 | Application.Calculation = xlCalculationAutomatic 66 | Application.ScreenUpdating = True 67 | 68 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/OnTimeRefreshTable.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | '------------------------------------------------------------------------------ 3 | Dim NextTick As Date 4 | 5 | Sub UpdateClock() 6 | ' 7 | 'This macro will refresh the query tables every 30 seconds 8 | 9 | ThisWorkbook.Sheets(1).Range("A1") = Time 10 | NextTick = Now + TimeValue("00:00:30") 11 | Application.OnTime NextTick, "UpdateClock" 12 | ThisWorkbook.RefreshAll 13 | 14 | End Sub 15 | '------------------------------------------------------------------------------ 16 | Sub StopClock() 17 | 18 | On Error Resume Next 19 | Application.OnTime NextTick, "UpdateClock", , False 20 | 21 | End Sub 22 | 23 | '------------------------------------------------------------------------------ 24 | Private Sub Workbook_BeforeClose(Cancel As Boolean) 25 | Call StopClock 26 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/OpenDownloadsFolder.vb: -------------------------------------------------------------------------------- 1 | 1/1/18 - Open from Downloads, delete rows, and format as table 2 | 3 | Option Explicit 4 | 5 | Sub Macro1() 6 | ' 7 | ' Macro1 Macro 8 | ' 9 | 10 | ' 11 | ChDir "C:\Users\imami\Downloads" 12 | Workbooks.Open Filename:="C:\Users\imami\Downloads\transactions (15).csv" 13 | Application.Run "PERSONAL.XLSB!QuickFormat" 14 | Rows("1:12").Select 15 | Selection.Delete Shift:=xlUp 16 | Range("A1").Select 17 | Application.Run "PERSONAL.XLSB!ActiveCellToTable" 18 | ActiveSheet.ListObjects("Table1").Name = "NewTable" 19 | End Sub 20 | --------------------------------------------------------------------------------------- 21 | Sub Macro2() 22 | ' 23 | ' Macro2 Macro 24 | ' 25 | 26 | ' 27 | ChDir "C:\Users\imami\OneDrive\Documents\Resources\Excel" 28 | ActiveWorkbook.SaveAs Filename:= _ 29 | "https://d.docs.live.net/b27236921334e482/Documents/Resources/Excel/MacroWorkbook.xlsm" _ 30 | , FileFormat:=xlOpenXMLWorkbookMacroEnabled, CreateBackup:=False 31 | End Sub 32 | -------------------------------------------------------------------------------- /docs/VBA/scripts/PTable.vb: -------------------------------------------------------------------------------- 1 | Sub ParameterTable() 2 | ' ParameterTable Macro 3 | 4 | Range("A1").Value = "parameter" 5 | Range("B1").Value = "value" 6 | Range("A2").Value = "thisNotebook" 7 | Range("B2").Value = "=CELL(""filename"")" 8 | 9 | Range("A1").Activate 10 | 11 | Range(Selection, Selection.End(xlUp)).Select 12 | Range(Selection, Selection.End(xlToRight)).Select 13 | ActiveSheet.ListObjects.Add(xlSrcRange, Range(Selection), , xlYes).Name = _ 14 | "config" 15 | ChDir "C:\Users\prp12.000\OneDrive\Apps\Excel" 16 | ActiveWorkbook.SaveAs Filename:= _ 17 | "https://d.docs.live.net/b27236921334e482/Apps/Excel/pTable.xlsm", FileFormat _ 18 | :=xlOpenXMLWorkbookMacroEnabled, CreateBackup:=False 19 | End Sub 20 | ' ActiveWorkbook.Queries.Add Name:="config", Formula:= _ 21 | ' "let" & Chr(13) & "" & Chr(10) & " Source = Excel.CurrentWorkbook(){[Name=""config""]}[Content]," & Chr(13) & "" & Chr(10) & " #""Changed Type"" = Table.TransformColumnTypes(Source,{{""parameter"", type text}, {""value"", type text}})" & Chr(13) & "" & Chr(10) & "in" & Chr(13) & "" & Chr(10) & " #""Changed Type""" 22 | ' Workbooks("Book1").Connections.Add2 "Query - config", _ 23 | ' "Connection to the 'config' query in the workbook.", _ 24 | ' "OLEDB;Provider=Microsoft.Mashup.OleDb.1;Data Source=$Workbook$;Location=config;Extended Properties=" _ 25 | ' , """config""", 6, True, False 26 | ' Range("config[[#Headers],[parameter]]").Select 27 | -------------------------------------------------------------------------------- /docs/VBA/scripts/PrintAdvancedEditor.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | 3 | Sub QueryIndex() 4 | 'This macro loops through the workbooks' queries 5 | 'and adds a Query Index page with the M formula 6 | Dim i As Integer 7 | Dim ws As Worksheet 8 | Dim QCount As Integer 9 | Dim QName As String 10 | Dim QForm As String 11 | 12 | Set ws = Worksheets.Add(Before:=Worksheets(1)) 13 | 14 | QCount = ActiveWorkbook.Queries.Count 15 | 16 | ws.name = "Query Index" 17 | ws.Cells(1, 1).Value = "Name" 18 | ws.Cells(1, 2).Value = "Query String" 19 | 20 | For i = 1 To QCount 21 | QName = ActiveWorkbook.Queries.Item(i).name 22 | QForm = ActiveWorkbook.Queries.Item(i).Formula 23 | ws.Cells(i + 1, 1).Value = QName 24 | ws.Cells(i + 1, 2).Value = QForm 25 | Next i 26 | 27 | With ActiveSheet.Cells 28 | .HorizontalAlignment = xlLeft 29 | .VerticalAlignment = xlBottom 30 | .WrapText = False 31 | .Orientation = 0 32 | .AddIndent = False 33 | .IndentLevel = 0 34 | .ShrinkToFit = False 35 | .ReadingOrder = xlContext 36 | .MergeCells = False 37 | .Columns.AutoFit 38 | End With 39 | With ActiveSheet.Cells.Font 40 | .name = "Calibri" 41 | .Size = 11 42 | .Strikethrough = False 43 | .Superscript = False 44 | .Subscript = False 45 | .OutlineFont = False 46 | .Shadow = False 47 | .TintAndShade = 0 48 | .ThemeFont = xlThemeFontMinor 49 | End With 50 | 51 | End Sub 52 | -------------------------------------------------------------------------------- /docs/VBA/scripts/QuickFormat.vb: -------------------------------------------------------------------------------- 1 | Sub QuickFormat() 2 | 'Clear Formatting from all cells 3 | Application.ScreenUpdating = False 4 | Workbooks(Workbooks.Count).Activate 5 | 6 | With Cells 7 | .HorizontalAlignment = xlLeft 8 | .VerticalAlignment = xlBottom 9 | .WrapText = False 10 | .Orientation = 0 11 | .AddIndent = False 12 | .IndentLevel = 0 13 | .ShrinkToFit = False 14 | .ReadingOrder = xlContext 15 | .MergeCells = False 16 | .Columns.AutoFit 17 | End With 18 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/Shortcuts.vb: -------------------------------------------------------------------------------- 1 | Attribute VB_Name = "Shortcuts" 2 | Option Explicit 3 | 4 | Sub ZapContents() 5 | Attribute ZapContents.VB_Description = "Clear contents from cells " 6 | Attribute ZapContents.VB_ProcData.VB_Invoke_Func = "Q\n14" 7 | 'ZapContents Macro 8 | 'Clears the contents using active cell, C+S+Right & C+S+Down 9 | Application.ScreenUpdating = False 10 | 11 | ActiveCell.Activate 12 | Range(Selection, ActiveCell.SpecialCells(xlLastCell)).Select 13 | Selection.ClearContents 14 | Cells.Select 15 | Selection.Columns.AutoFit 16 | End Sub 17 | 18 | Sub QuickFormat() 19 | Attribute QuickFormat.VB_Description = "Autofit, align left and clear wrapped and merged cells" 20 | Attribute QuickFormat.VB_ProcData.VB_Invoke_Func = "M\n14" 21 | 'Clear Formatting from all cells 22 | Application.ScreenUpdating = False 23 | 24 | ThisWorkbook.Activate 25 | Cells.ClearFormats 26 | 27 | With Cells 28 | .HorizontalAlignment = xlLeft 29 | .VerticalAlignment = xlBottom 30 | .WrapText = False 31 | .Orientation = 0 32 | .AddIndent = False 33 | .IndentLevel = 0 34 | .ShrinkToFit = False 35 | .ReadingOrder = xlContext 36 | .MergeCells = False 37 | .Columns.AutoFit 38 | End With 39 | End Sub 40 | 41 | Sub ActiveCellToTable() 42 | Attribute ActiveCellToTable.VB_Description = "Select active cell to last cell and convert to table" 43 | Attribute ActiveCellToTable.VB_ProcData.VB_Invoke_Func = "E\n14" 44 | ' Keyboard Shortcut: Ctrl+Shift+E 45 | Application.ScreenUpdating = False 46 | 47 | Range(Selection, ActiveCell.SpecialCells(xlLastCell)).Select 48 | ActiveSheet.ListObjects.Add(xlSrcRange, Selection, , xlYes).Name = _ 49 | "Table1" 50 | End Sub 51 | 52 | Sub ConvertToHyperlink() 53 | Attribute ConvertToHyperlink.VB_Description = "Convert Active Cell to Hyperlink" 54 | Attribute ConvertToHyperlink.VB_ProcData.VB_Invoke_Func = "H\n14" 55 | 'Keyboard Shortcut Ctrl + Shift + H 56 | 57 | ActiveSheet.Hyperlinks.Add Anchor:=Excel.Selection, Address:= _ 58 | ActiveCell.Value, TextToDisplay:=ActiveCell.Value 59 | End Sub 60 | 61 | Private Sub Workbook_BeforeClose() 62 | Dim FP As String 63 | FP = "C:\Users\imami\OneDrive\Documents\Shared\Templates" 64 | Dim FN As String 65 | FN = "\Personal.xlam" 66 | 67 | Windows("PERSONAL.XLSB").Visible = False 68 | ThisWorkbook.Save 69 | Workbooks(1).SaveCopyAs (FP & FN) 70 | '(("C:\Users\imami\OneDrive\Documents\Shared\PERSONAL") & ".xlsm") 71 | End Sub 72 | -------------------------------------------------------------------------------- /docs/VBA/scripts/VBA.vb: -------------------------------------------------------------------------------- 1 | Sub PivotData() 2 | ' 3 | ' PivotFormat Macro 4 | ' Formats the SQL Export into Pivot-Ready data 5 | ' 6 | 7 | ' 8 | Sheets("Invoices").Select 9 | Range("A5").Select 10 | Range(Selection, Selection.End(xlDown)).Select 11 | Application.CutCopyMode = False 12 | Selection.Copy 13 | Selection.PasteSpecial Paste:=xlPasteValues, Operation:=xlNone, SkipBlanks _ 14 | :=False, Transpose:=False 15 | Range("B6").Select 16 | Range(Selection, Selection.End(xlDown)).Select 17 | Application.CutCopyMode = False 18 | Selection.TextToColumns Destination:=Range("B6"), DataType:=xlFixedWidth, _ 19 | FieldInfo:=Array(Array(0, 9), Array(5, 1)), TrailingMinusNumbers:=True 20 | Range("B5").Select 21 | Sheets.Add 22 | ActiveWorkbook.PivotCaches.Create(SourceType:=xlDatabase, SourceData:= _ 23 | "Invoices!R5C1:R1000C17", Version:=xlPivotTableVersion15).CreatePivotTable _ 24 | TableDestination:="Sheet1!R3C1", TableName:="ALLERRORS", DefaultVersion _ 25 | :=xlPivotTableVersion15 26 | Sheets("Sheet2").Select 27 | Sheets("Sheet2").Name = "ALL ERRORS" 28 | Sheets("Macro").Select 29 | ActiveWorkbook.SaveCopyAs ("C:\Users\PRPowell\Desktop\Nonshared\Perfect Orders\Kansas City\" & Format("Perfect Order - KC mm.dd.yyy") & ".xlsm") 30 | ActiveWorkbook.Close SaveChanges:=False 31 | Workbooks.Open ("C:\Users\PRPowell\Desktop\Nonshared\Perfect Orders\Kansas City\" & ("Perfect Order - KC mm.dd.yyy")) 32 | End Sub 33 | 34 | ----------------------------------------------------------------------------------------------- 35 | Sub ALLERRORS() 36 | ' 37 | ' ALL ERRORS Macro 38 | ' Creates the ALLERRORS Table 39 | ' 40 | 41 | ' 42 | Sheets("ALL ERRORS").Select 43 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("A#") 44 | .Orientation = xlRowField 45 | .Position = 1 46 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("A#") 47 | .PivotItems("").Visible = False 48 | End With 49 | End With 50 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("Customer") 51 | .Orientation = xlRowField 52 | .Position = 2 53 | End With 54 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("Invoice Date") 55 | .Orientation = xlRowField 56 | .Position = 3 57 | End With 58 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("Invoice #") 59 | .Orientation = xlRowField 60 | .Position = 4 61 | End With 62 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("L1 Error") 63 | .Orientation = xlRowField 64 | .Position = 5 65 | End With 66 | ActiveWindow.SmallScroll Down:=3 67 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("Responsible") 68 | .Orientation = xlRowField 69 | .Position = 6 70 | End With 71 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("L1 Error") 72 | .Orientation = xlColumnField 73 | .Position = 1 74 | End With 75 | ActiveSheet.PivotTables("ALLERRORS").AddDataField ActiveSheet.PivotTables( _ 76 | "ALLERRORS").PivotFields("L1 Error"), "Count of L1 Error", xlCount 77 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("L1 Error") 78 | .Orientation = xlColumnField 79 | .Position = 1 80 | End With 81 | Range("A4").Select 82 | ActiveSheet.PivotTables("ALLERRORS").Name = "ALLERRORS" 83 | With ActiveSheet.PivotTables("ALLERRORS") 84 | .InGridDropZones = True 85 | .RowAxisLayout xlTabularRow 86 | End With 87 | ActiveSheet.PivotTables("ALLERRORS").PivotFields("Customer").Subtotals = _ 88 | Array(False, False, False, False, False, False, False, False, False, False, False, False) 89 | ActiveSheet.PivotTables("ALLERRORS").PivotFields("Invoice Date"). _ 90 | Subtotals = Array(False, False, False, False, False, False, False, False, False, False, _ 91 | False, False) 92 | ActiveSheet.PivotTables("ALLERRORS").PivotFields("Invoice #").Subtotals _ 93 | = Array(False, False, False, False, False, False, False, False, False, False, False, False _ 94 | ) 95 | ActiveSheet.PivotTables("ALLERRORS").PivotFields("Responsible").Subtotals _ 96 | = Array(False, False, False, False, False, False, False, False, False, False, False, False _ 97 | ) 98 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("Invoice #") 99 | .Orientation = xlRowField 100 | .Position = 3 101 | Sheets("Macro").Select 102 | End With 103 | End Sub 104 | 105 | 106 | ----------------------------------------------------------------------------------------------- 107 | Sub ErrorPerCustomer() 108 | ' 109 | ' ErrorPerCust Macro 110 | ' Creates the Error/Customer Tab 111 | ' 112 | 113 | ' 114 | Sheets.Add After:=ActiveSheet 115 | Sheets("Sheet3").Select 116 | Sheets("Sheet3").Name = "# Issues By Customer" 117 | ActiveCell.FormulaR1C1 = "A#" 118 | Range("B1").Select 119 | ActiveCell.FormulaR1C1 = "LOOKUP VALUE" 120 | Range("C1").Select 121 | ActiveCell.FormulaR1C1 = "Customer" 122 | Range("D1").Select 123 | ActiveCell.FormulaR1C1 = "Total" 124 | Range("B2").Select 125 | Sheets("Invoices").Select 126 | Range("A704").Select 127 | Range(Selection, Selection.End(xlUp)).Select 128 | Range("A6:A704").Select 129 | Range("A704").Activate 130 | Selection.Copy 131 | Sheets("# Issues By Customer").Select 132 | Range("A2").Select 133 | ActiveSheet.Paste 134 | Application.CutCopyMode = False 135 | ActiveSheet.Range("$A$1:$A$700").RemoveDuplicates Columns:=1, Header:=xlYes 136 | Range("B2").Select 137 | ActiveCell.FormulaR1C1 = "=CONCATENATE(RC[-1],"" "",R1C4)" 138 | Range("B2").Select 139 | Selection.AutoFill Destination:=Range("B2:B329") 140 | Range("B2:B329").Select 141 | Range("C2").Select 142 | ActiveCell.FormulaR1C1 = _ 143 | "=VLOOKUP(RC[-1],'ALLERRORS'!R[1]C[-2]:R[538]C[6],2,FALSE)" 144 | Range("C2").Select 145 | Selection.AutoFill Destination:=Range("C2:C329") 146 | Range("C2:C329").Select 147 | ActiveCell.FormulaR1C1 = _ 148 | "=VLOOKUP(RC[-2],'ALLERRORS'!R[1]C[-2]:R[538]C[6],2,FALSE)" 149 | Range("C2").Select 150 | Selection.AutoFill Destination:=Range("C2:C329") 151 | Range("C2:C329").Select 152 | ActiveCell.FormulaR1C1 = _ 153 | "=VLOOKUP(RC[-2],'ALLERRORS'!R3C1:R540C9,2,FALSE)" 154 | Range("C2").Select 155 | Selection.AutoFill Destination:=Range("C2:C329") 156 | Range("C2:C329").Select 157 | Range("D2").Select 158 | Sheets("ALLERRORS").Select 159 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("A#") 160 | .Orientation = xlRowField 161 | .Position = 1 162 | End With 163 | Sheets("# Issues By Customer").Select 164 | ActiveCell.FormulaR1C1 = _ 165 | "=VLOOKUP(RC[-2],'ALLERRORS'!R3C1:R540C9,9,FALSE)" 166 | Range("D2").Select 167 | Selection.AutoFill Destination:=Range("D2:D329") 168 | Range("D2:D329").Select 169 | 170 | End Sub 171 | 172 | 173 | ----------------------------------------------------------------------------------------------- 174 | Sub ExecutionErrors() 175 | ' 176 | ' ExecutionErrorPivot Macro 177 | ' Creates the Execution Error Pivot Table 178 | ' 179 | 180 | ' 181 | Sheets.Add 182 | ActiveWorkbook.Worksheets("ALLERRORS").PivotTables("PlatinumPivot"). _ 183 | PivotCache.CreatePivotTable TableDestination:="Sheet5!R3C1", TableName:= _ 184 | "PivotTable2", DefaultVersion:=xlPivotTableVersion15 185 | Sheets("Sheet5").Select 186 | Cells(3, 1).Select 187 | Sheets("Sheet5").Select 188 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("A#") 189 | .Orientation = xlRowField 190 | .Position = 1 191 | End With 192 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("Customer") 193 | .Orientation = xlRowField 194 | .Position = 2 195 | End With 196 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("Invoice Date") 197 | .Orientation = xlRowField 198 | .Position = 3 199 | End With 200 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("Invoice #") 201 | .Orientation = xlRowField 202 | .Position = 4 203 | End With 204 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("L1 Error") 205 | .PivotItems("Availability Error").Visible = False 206 | .PivotItems("Order Entry Error").Visible = False 207 | .PivotItems("(blank)").Visible = False 208 | End With 209 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("L1 Error") 210 | .Orientation = xlRowField 211 | .Position = 5 212 | End With 213 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("L3 Error") 214 | .Orientation = xlRowField 215 | .Position = 6 216 | End With 217 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("Responsible") 218 | .Orientation = xlRowField 219 | .Position = 7 220 | End With 221 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("L1 Error") 222 | .Orientation = xlPageField 223 | .Position = 1 224 | End With 225 | ActiveSheet.PivotTables("PivotTable2").AddDataField ActiveSheet.PivotTables( _ 226 | "PivotTable2").PivotFields("L3 Error"), "Count of L3 Error", xlCount 227 | With ActiveSheet.PivotTables("PivotTable2").PivotFields("L3 Error") 228 | .Orientation = xlRowField 229 | .Position = 6 230 | End With 231 | Sheets("Sheet5").Name = "Execution Error Pivot" 232 | ActiveSheet.PivotTables("PivotTable2").Name = "ExecutionError" 233 | With ActiveSheet.PivotTables("ExecutionError") 234 | .InGridDropZones = True 235 | .RowAxisLayout xlTabularRow 236 | End With 237 | ActiveSheet.PivotTables("ExecutionError").PivotFields("Customer").Subtotals = _ 238 | Array(False, False, False, False, False, False, False, False, False, False, False, False) 239 | ActiveSheet.PivotTables("ExecutionError").PivotFields("Invoice Date"). _ 240 | Subtotals = Array(False, False, False, False, False, False, False, False, False, False, _ 241 | False, False) 242 | ActiveSheet.PivotTables("ExecutionError").PivotFields("Invoice #").Subtotals _ 243 | = Array(False, False, False, False, False, False, False, False, False, False, False, False _ 244 | ) 245 | ActiveSheet.PivotTables("ExecutionError").PivotFields("Responsible").Subtotals _ 246 | = Array(False, False, False, False, False, False, False, False, False, False, False, False _ 247 | ) 248 | Cells.Select 249 | Cells.EntireColumn.AutoFit 250 | End Sub 251 | 252 | 253 | ----------------------------------------------------------------------------------------------- 254 | Sub AvailabilityErrors() 255 | ' 256 | ' AvailabilityErrors Macro 257 | ' Creates the Availability Errors Tab and Pivot Table 258 | ' 259 | 260 | ' 261 | Sheets.Add 262 | ActiveWorkbook.Worksheets("ALLERRORS").PivotTables("PlatinumPivot"). _ 263 | PivotCache.CreatePivotTable TableDestination:="Sheet6!R3C1", TableName:= _ 264 | "PivotTable3", DefaultVersion:=xlPivotTableVersion15 265 | Sheets("Sheet6").Select 266 | Cells(3, 1).Select 267 | Sheets("Sheet6").Select 268 | Sheets("Sheet6").Name = "Availability Errors" 269 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("A#") 270 | .Orientation = xlRowField 271 | .Position = 1 272 | End With 273 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Customer") 274 | .Orientation = xlRowField 275 | .Position = 2 276 | End With 277 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Invoice Date") 278 | .Orientation = xlRowField 279 | .Position = 3 280 | End With 281 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Invoice #") 282 | .Orientation = xlRowField 283 | .Position = 4 284 | End With 285 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("L1 Error") 286 | .Orientation = xlRowField 287 | .Position = 5 288 | End With 289 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("L1 Error") 290 | .PivotItems("Execution Error").Visible = False 291 | .PivotItems("Order Entry Error").Visible = False 292 | .PivotItems("(blank)").Visible = False 293 | End With 294 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("L3 Error") 295 | .Orientation = xlRowField 296 | .Position = 6 297 | End With 298 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Responsible") 299 | .Orientation = xlRowField 300 | .Position = 7 301 | End With 302 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("L1 Error") 303 | .Orientation = xlPageField 304 | .Position = 1 305 | End With 306 | ActiveSheet.PivotTables("PivotTable3").AddDataField ActiveSheet.PivotTables( _ 307 | "PivotTable3").PivotFields("L3 Error"), "Count of L3 Error", xlCount 308 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Responsible") 309 | .Orientation = xlRowField 310 | .Position = 1 311 | End With 312 | With ActiveSheet.PivotTables("PivotTable3").PivotFields("Customer") 313 | .Orientation = xlRowField 314 | .Position = 2 315 | End With 316 | ActiveSheet.PivotTables("PivotTable3").Name = "AvailabilityErrors" 317 | With ActiveSheet.PivotTables("AvailabilityErrors") 318 | .InGridDropZones = True 319 | .RowAxisLayout xlTabularRow 320 | End With 321 | ActiveSheet.PivotTables("AvailabilityErrors").PivotFields("Customer"). _ 322 | Subtotals = Array(False, False, False, False, False, False, False, False, False, False, _ 323 | False, False) 324 | ActiveSheet.PivotTables("AvailabilityErrors").PivotFields("A#").Subtotals = _ 325 | Array(False, False, False, False, False, False, False, False, False, False, False, False) 326 | ActiveSheet.PivotTables("AvailabilityErrors").PivotFields("Invoice Date"). _ 327 | Subtotals = Array(False, False, False, False, False, False, False, False, False, False, _ 328 | False, False) 329 | ActiveSheet.PivotTables("AvailabilityErrors").PivotFields("Invoice #"). _ 330 | Subtotals = Array(False, False, False, False, False, False, False, False, False, False, _ 331 | False, False) 332 | Cells.Select 333 | Cells.EntireColumn.AutoFit 334 | ActiveSheet.PivotTables("AvailabilityErrors").PivotFields("Customer"). _ 335 | Subtotals = Array(True, False, False, False, False, False, False, False, False, False, _ 336 | False, False) 337 | Cells.EntireColumn.AutoFit 338 | End Sub 339 | 340 | ----------------------------------------------------------------------------------------------- 341 | Sub Editor() 342 | ' 343 | ' Editor Macro 344 | ' Use this to record macros and refine code 345 | ' 346 | 347 | ' 348 | With ActiveSheet.PivotTables("ALLERRORS").PivotFields("A#") 349 | .PivotItems("").Visible = False 350 | End With 351 | End Sub 352 | 353 | 354 | ----------------------------------------------------------------------------------------------- 355 | Sub BuyerTabsSFD() 356 | ' 357 | ' BuyerTabsSFD Macro 358 | ' Copy and Paste the WMSLOT Data to be separated by buyer 359 | ' 360 | 361 | ' 362 | Sheets("Sheet2").Select 363 | Sheets("Sheet2").Name = "ALL SFD" 364 | Columns("A:A").Select 365 | Range("A2").Activate 366 | Application.CutCopyMode = False 367 | Selection.Delete Shift:=xlToLeft 368 | Selection.Delete Shift:=xlToLeft 369 | Range("A1").Select 370 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1, Criteria1:= _ 371 | "Danae Humbard" 372 | Sheets.Add After:=ActiveSheet 373 | Sheets("Sheet1").Select 374 | Sheets("Sheet1").Name = "DANAE" 375 | Sheets("ALL SFD").Select 376 | Range(Selection, Selection.End(xlToRight)).Select 377 | Range(Selection, Selection.End(xlDown)).Select 378 | Selection.Copy 379 | Sheets("DANAE").Select 380 | ActiveSheet.Paste 381 | Cells.Select 382 | Cells.EntireColumn.AutoFit 383 | Application.CutCopyMode = False 384 | Selection.AutoFilter 385 | Cells.EntireColumn.AutoFit 386 | Range("A1").Select 387 | Sheets("ALL SFD").Select 388 | Range("A1").Select 389 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1, Criteria1:= _ 390 | "DISCONTINUED" 391 | Range(Selection, Selection.End(xlToRight)).Select 392 | Range(Selection, Selection.End(xlDown)).Select 393 | Selection.Copy 394 | Sheets.Add After:=ActiveSheet 395 | Sheets("Sheet2").Select 396 | Sheets("Sheet2").Name = "MISC." 397 | ActiveSheet.Paste 398 | Cells.Select 399 | Application.CutCopyMode = False 400 | Selection.AutoFilter 401 | Cells.EntireColumn.AutoFit 402 | Range("A1").Select 403 | Sheets("ALL SFD").Select 404 | Range("A1").Select 405 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1, Criteria1:= _ 406 | "Penny Reno" 407 | Range(Selection, Selection.End(xlToRight)).Select 408 | Range(Selection, Selection.End(xlDown)).Select 409 | Selection.Copy 410 | Sheets.Add After:=ActiveSheet 411 | Sheets("Sheet3").Select 412 | Sheets("Sheet3").Name = "PENNY" 413 | ActiveSheet.Paste 414 | Cells.Select 415 | Application.CutCopyMode = False 416 | Selection.AutoFilter 417 | Cells.EntireColumn.AutoFit 418 | Range("A1").Select 419 | Sheets("ALL SFD").Select 420 | Range("A1").Select 421 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1, Criteria1:= _ 422 | "Todd Kamp" 423 | Range(Selection, Selection.End(xlToRight)).Select 424 | Range(Selection, Selection.End(xlDown)).Select 425 | Selection.Copy 426 | Sheets.Add After:=ActiveSheet 427 | Sheets("Sheet4").Select 428 | Sheets("Sheet4").Name = "TODD" 429 | ActiveSheet.Paste 430 | Cells.Select 431 | Application.CutCopyMode = False 432 | Selection.AutoFilter 433 | Cells.EntireColumn.AutoFit 434 | Range("A1").Select 435 | Sheets("ALL SFD").Select 436 | Range("A1").Select 437 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1, Criteria1:= _ 438 | "Vincent Romi" 439 | Range(Selection, Selection.End(xlToRight)).Select 440 | Range(Selection, Selection.End(xlDown)).Select 441 | Selection.Copy 442 | Sheets.Add After:=ActiveSheet 443 | Sheets("Sheet5").Select 444 | Sheets("Sheet5").Name = "VINCENT" 445 | ActiveSheet.Paste 446 | Cells.Select 447 | Application.CutCopyMode = False 448 | Selection.AutoFilter 449 | Selection.ColumnWidth = 8.57 450 | Cells.EntireColumn.AutoFit 451 | Range("A1").Select 452 | Sheets("ALL SFD").Select 453 | Range("A1").Select 454 | ActiveSheet.Range("$A$1:$AS$1053").AutoFilter Field:=1 455 | Sheets("ALL SFD").Select 456 | Range("A1").Select 457 | ActiveWorkbook.SaveCopyAs ("C:\Users\PRPowell\Desktop\NonShared\WMS Aging Files\Springfield\" & Format("120 Day Aging - Springfield mm.dd.yyyy") & ".xlsm") 458 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/VBACode.vb: -------------------------------------------------------------------------------- 1 | VBA Notes and Code 2 | 3 | Public Sub WriteToA1() 4 | 5 | 'Writes 100 to cell A1 in ("Sheet1") in MyVBA.xlm 6 | 'Note that you have to specify the workbook, sheet and range of cells 7 | 'Each are separated by decimals - 8 | 9 | Workbooks("MyVBA.xlm").Worksheets("Sheet1").Range("A1") = 100 10 | 11 | End Sub 12 | ----------------------------------------------------------------------- 13 | 14 | Public Sub WriteToMulti() 15 | 16 | 'Uses the same concept as WriteTo__ but allows you to specify what you 17 | 'Want to write in multiple cells at the same time 18 | 19 | 'Writes "John" to cell B1 of wksh "Sheet1" in MyVBA.xlm 20 | Workbooks("MyVBA.xlm").WorkSheets("Sheet1").Range("B1") = "John" 21 | 22 | 'Writes 100 to cell A1 of worksheet "Accounts" in MyVBA.xlm 23 | Workbooks("MyVBA.xlm).Worksheets("Accounts").Range("A1") = 100 24 | 25 | 'Writes the date to cell D3 of worksheet "Sheet2" in Book.xlsc 26 | Workbooks("Boook.xlsx").Worksheets("Sheet2").Range("D3") = "1/1/2017" 27 | 28 | End Sub 29 | ----------------------------------------------------------------------- 30 | Using Workbooks 31 | 32 | Public Sub WorkbookProperties() 33 | 34 | 'Prints the number of open workbooks 35 | Debug.Print Workbooks.Count 36 | 37 | 'Prints the full workbook name 38 | Debug.Print Workbooks("Test1.xls").FullName 39 | 40 | 'Displays the full workbook name in a message dialogue 41 | MsgBox Workbooks("Test1.xlsx").FullName 42 | 43 | 'Prints the number of worksheets in Test2.xlsx 44 | Debug.Print Workbooks("Test2.xlsx").Worksheets.Count 45 | 46 | 'Prints the name of the currently active sheet of Test2.xlsx 47 | Debug.Print Workbooks("Test2.xlsx").ActiveSheet.Name 48 | 49 | 'Closes workbooked named Test1.xlsx 50 | Workbooks("Test1.xlsx").Close 51 | 52 | 'Closes workbook Test2.xlsx and saves changes 53 | Workbooks("Test2.xlsx").Close SaveChanges:=True 54 | 55 | End Sub 56 | ----------------------------------------------------------------------- 57 | Finding Workbooks 58 | 59 | Public Sub PrintWrkFileName() 60 | 61 | 'This is helpful when you are using loops to specify which one 62 | 'Prints out the full filename of all open workbooks 63 | 64 | Dim wrk As Workbook 65 | For Each wrk In Workbooks 66 | Debug.Print wrk.FullName 67 | Next wrk 68 | 69 | End Sub 70 | --------------- 71 | ALTERNATIVELY..... 72 | --------------- 73 | Public Sub PrintWrkFileNameIdx() 74 | 75 | 'Prints out the full filename of all the open workbooks 76 | 77 | Dim i As Long 78 | For i = 1 To Workbooks.Count 79 | Debug.Print Workbooks(i).FullName 80 | Next i 81 | 82 | End Sub 83 | ----------------------------------------------------------------------- 84 | Using Index - Don't 85 | 86 | ----------------------------------------------------------------------- 87 | Open Workbooks 88 | 89 | 'The following opens the Workbook "Book1.xlsm" in the "C:\Docs" Folder 90 | 91 | Public Sub OpenWrk() 92 | 93 | 'Opens the WorkBook and prints the number of sheets it contains 94 | Workbooks.Open ("C:\Docs\Book1.xlsm") 95 | 96 | Debug.Print Workbooks("Book1.xlsm").Worksheets.Count 97 | 98 | 'Close the workbook without saving 99 | Workbooks("Book1.xlsm").Close saveChanges:=False 100 | 101 | End Sub 102 | ----------------------------------------------------------------------- 103 | Checking if a Workbook Exists 104 | 105 | Public Sub OpenWrkDir() 106 | 107 | If Dir("C:\Docs\Book1.xlsm") = " " Then 108 | 'File does not exist - Inform user 109 | MsgBox "Could not open the workbook. Please check if it exists" 110 | Else 111 | 'Open workbook and do something with it 112 | Workbooks.Open("C:\Docs\Book1.xlsm").Open 113 | End If 114 | 115 | End Sub 116 | ----------------------------------------------------------------------- 117 | Checking if a Workbook Is Open 118 | If not, open the workbook 119 | 120 | Function GetWorkbook(ByVal sFullFilename As String) As Workbook 121 | 122 | Dim sFilename As String 123 | sFilename = Dir(sFullFilename) 124 | 125 | On Error Resume Next 126 | Dim wk As Workbook 127 | Set wk = Workbooks(sFilename) 128 | 129 | If wk Is Nothing Then 130 | Set wk = Workbooks.Open(sFullFilename) 131 | End If 132 | 133 | On Error Goto 0 134 | Set GetWorkbook = wk 135 | 136 | End Function 137 | 138 | --------- 139 | Example 140 | --------- 141 | 142 | Sub ExampleOpenWorkbook() 143 | 144 | Dim sFilename As String 145 | sFilename = "C:\Docs\Book2.xlsx" 146 | 147 | Dim wk As Workbook 148 | Set wk = GetWorkbook(sFilename) 149 | 150 | End Sub 151 | 152 | --------------------------- 153 | If the file is already open 154 | --------------------------- 155 | 156 | Function IsWorkbookOpen(FileName As String) As Boolean 157 | 158 | Dim ff As Long, ErrNo As Long 159 | 'Is this used for an unspecified range? 160 | 161 | On Error Resume Next 162 | 163 | 'Open File and store error number 164 | ff = FreeFile() 165 | Open FileName For Input Lock Read As #ff 166 | Close ff 167 | ErrNo = Err 168 | On Error Goto 0 169 | 170 | ----------------------------------------------------------------------- 171 | 172 | Close Workbook 173 | 174 | wk.Close 175 | 176 | 'Don't save changes when closing 177 | wk.Close ShaveChanges:= False 178 | 179 | 'Do save changes when closing 180 | wk.Close SaveChanges:= True 181 | 182 | 'Save without closing 183 | wk.Save 184 | 185 | 'Save As function 186 | wk.SaveAs "C:\Users\ima....\Example.xlsm 187 | 188 | 'Save a copy of your workbook 189 | wk.SaveCopyAs "C\Users\ima....\Example.xlsm 190 | 191 | 'Copy a workbook without opening it 192 | 193 | Public Sub CopyWorkbook() 194 | FileCopy "C:\Docs\Docs.xlsm", "C:\Docs\Example_Copy.xlsm" 195 | End Sub 196 | ---------------------------------- 197 | 'Save the workbook using the file dialogue 198 | Public Function UserSelectWorkbook() as String 199 | 200 | On Error Goto Error Handler 201 | 202 | Dim sWorkbookName As String 203 | 204 | Dim FD As FileDialog 205 | Set FD = Application.FileDialog(msoFileDialogFilePicker) 206 | 207 | 'Open the file dialog 208 | With FD 209 | 'Set Dialog Title 210 | .Title = "Please Select File" 211 | 212 | 'Add Filter 213 | .Filters.Add "Excel Files", "*.xls;*.xlsx,*.xlsm" 214 | 215 | 'Allow selection of one file only 216 | .AllowMultiSelect = False 217 | 218 | 'Display dialog 219 | .Show 220 | 221 | If FD.SelectedItems.Count > 0 Then 222 | UserSelectWorkbook = FD.SelectedItems(1) 223 | Else 224 | MsgBox "Selecting a file has been cancelled. " 225 | UserSelectWorkbook = " " 226 | End If 227 | End With 228 | 229 | 'Clean up 230 | Set FD = Nothing 231 | Done: 232 | Exit Function 233 | ErrorHandler: 234 | MsgBox "Error: " + Err.Description 235 | End Function 236 | ----------------------------------------------------------------------- 237 | Declaring Variables 238 | 239 | Public Sub OpenWrkObjects() 240 | 241 | Dim wrk As Workbook 242 | Set wrk = Workbooks.Open("C:\users\ima....\Book1.xlsm") 243 | 244 | 'Print the number of sheets in each book 245 | Debug.Print wrk.Worksheets.Count 246 | Debug.Print wrk.Name 247 | 248 | wrk.Close 249 | 250 | End Sub 251 | ----------------------------------------------------------------------- 252 | Create a New Workbook 253 | 254 | Public Sub AddWorkbook() 255 | 256 | Dim wrk As Workbook 257 | Set wrk = Workbooks.Add 258 | 259 | 'Save as xlsx - default 260 | wrk.SaveAs "C:\Temp\Example.xlsx" 261 | 262 | 'Save as Macro enabled workbook 263 | wrk.SaveAs "C:\Temp\Example.xlsm", xlOpenXMLWorkbookMacroEnabled 264 | 265 | End Sub 266 | ----------------------------------------------------------------------- 267 | Using With Keyword 268 | 269 | 'Not using the With keyword 270 | 271 | Public Sub NotUsingWith() 272 | 273 | Debug.Print Workbooks("Book2.xlsm").Worksheets.Count 274 | Debug.Print Workbooks("Book2.xlsm").Name 275 | Debug.Print Workbooks("Book2.xlsm")Worksheets(1)Range("A1") 276 | Workbooks("Book2.xlsm").Close 277 | 278 | End Sub 279 | 280 | 'Using the With keyword to make the code more efficient 281 | 282 | Public Sub UsingWith() 283 | 284 | With Workbooks("Book2.xlsm") 285 | Debug.Print .Worksheets.Count 286 | Debug.Print .Name 287 | Debug.Print .Worksheets(1).Range("A1") 288 | .Close 289 | End With 290 | 291 | End Sub 292 | 293 | 294 | 295 | 296 | 297 | 298 | 299 | 300 | 301 | 302 | 303 | 304 | 305 | 306 | 307 | 308 | 309 | 310 | 311 | 312 | 313 | 314 | 315 | 316 | 317 | 318 | 319 | -------------------------------------------------------------------------------- /docs/VBA/scripts/WkBkInfoTable.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | 3 | Sub InfoTbl() 4 | 5 | Dim Wb As Workbook 6 | Dim Sht As Worksheet 7 | Set Wb = ThisWorkbook 8 | Set Sht = ThisWorkbook.Worksheets(1) 9 | 10 | 'Activate leftmost worksheet and clear the cells 11 | Sht.Activate 12 | Cells.ClearContents 13 | 14 | ' RxC Notation - Column 1, Rows 1 - 5 15 | Cells(1, 1) = "File Name" 16 | Cells(2, 1) = "FilePath" 17 | Cells(3, 1) = "Folder" 18 | Cells(4, 1) = "Sheet Index" 19 | Cells(5, 1) = "Last Updated" 20 | 21 | ' RxC Notation - Column 2, Rows 1 - 5 22 | Cells(1, 2) = Wb.Name ' Filename 23 | Cells(2, 2) = Wb.FullName 24 | Cells(3, 2) = MsoFileDialogView.msoFileDialogViewList 25 | Cells(4, 2) = "=SHEET(A1)" 26 | Cells(5, 2) = "=Now()" 27 | 28 | End Sub -------------------------------------------------------------------------------- /docs/VBA/scripts/personal.vb: -------------------------------------------------------------------------------- 1 | Option Explicit 2 | '------------------------------------------------------------------------------ 3 | Sub ZapContents() 4 | 'ZapContents Macro 5 | 'Clears the contents using active cell, C+S+Right & C+S+Down 6 | Application.ScreenUpdating = False 7 | 8 | ActiveCell.Activate 9 | Range(Selection, ActiveCell.SpecialCells(xlLastCell)).Select 10 | Selection.ClearContents 11 | Cells.Select 12 | Selection.Columns.AutoFit 13 | 14 | Application.ScreenUpdating = True 15 | End Sub 16 | '------------------------------------------------------------------------------ 17 | Sub QuickFormat() 18 | 'Clear Formatting from all cells 19 | 'ctrl+shift+m 20 | Application.ScreenUpdating = False 21 | 22 | With ActiveSheet.Cells 23 | .HorizontalAlignment = xlLeft 24 | .VerticalAlignment = xlBottom 25 | .WrapText = False 26 | .Orientation = 0 27 | .AddIndent = False 28 | .IndentLevel = 0 29 | .ShrinkToFit = False 30 | .ReadingOrder = xlContext 31 | .MergeCells = False 32 | .Columns.AutoFit 33 | End With 34 | 35 | Application.ScreenUpdating = True 36 | End Sub 37 | '------------------------------------------------------------------------------ 38 | Sub ActiveCellToTable() 39 | ' Keyboard Shortcut: Ctrl+Shift+E 40 | Application.ScreenUpdating = False 41 | 42 | Range(Selection, ActiveCell.SpecialCells(xlLastCell)).Select 43 | ActiveSheet.ListObjects.Add(xlSrcRange, Selection, , xlYes).Name = _ 44 | "Table1" 45 | 46 | Application.ScreenUpdating = True 47 | End Sub 48 | '------------------------------------------------------------------------------ 49 | Sub ConvertToHyperlink() 50 | 'Keyboard Shortcut Ctrl + Shift + H 51 | 52 | ActiveSheet.Hyperlinks.Add Anchor:=Excel.Selection, Address:= _ 53 | ActiveCell.Value, TextToDisplay:=ActiveCell.Value 54 | 55 | End Sub 56 | '------------------------------------------------------------------------------ 57 | Sub RemoveHyperlinks() 58 | With Cells 59 | .ClearHyperlinks 60 | .ClearFormats 61 | .Font.Color = Default 62 | End With 63 | 64 | Range("A1").Select 65 | Selection.Columns.AutoFit 66 | 67 | End Sub 68 | '------------------------------------------------------------------------------ 69 | Sub PasteLinkRight() 70 | ' This macro works as if you used ctrl + r 71 | ' Except it strips the hyperlink and pastes as text 72 | ' Ctrl + Shift + R 73 | 74 | Dim Lnk As String 75 | Lnk = ActiveCell.Offset(0, -1).Hyperlinks(1).Address 76 | With ActiveCell 77 | .Activate 78 | .Value = Lnk 79 | .Offset(0, -1).Hyperlinks(1).Delete 80 | End With 81 | 82 | End Sub 83 | -------------------------------------------------------------------------------- /docs/csv-datasets/BigBangData.csv: -------------------------------------------------------------------------------- 1 | distance,velocity 2 | 0.032,170 3 | 0.034,290 4 | 0.214,-130 5 | 0.263,-70 6 | 0.275,-185 7 | 0.275,-220 8 | 0.45,200 9 | 0.5,290 10 | 0.5,270 11 | 0.63,200 12 | 0.8,300 13 | 0.9,-30 14 | 0.9,650 15 | 0.9,150 16 | 0.9,500 17 | 1,920 18 | 1.1,450 19 | 1.1,500 20 | 1.4,500 21 | 1.7,960 22 | 2,500 23 | 2,850 24 | 2,800 25 | 2,1090 26 | -------------------------------------------------------------------------------- /docs/csv-datasets/DirtyData.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/csv-datasets/DirtyData.xlsx -------------------------------------------------------------------------------- /docs/csv-datasets/GitHubAPI.csv: -------------------------------------------------------------------------------- 1 | {,,, 2 | current_user_url:,"""https//api.github.com/user"",",,"current_user_url:""https//api.github.com/user""," 3 | current_user_authorizations_html_url:,"""https//github.com/settings/connections/applications{/client_id}"",",,"current_user_authorizations_html_url:""https//github.com/settings/connections/applications{/client_id}""," 4 | authorizations_url:,"""https//api.github.com/authorizations"",",,"authorizations_url:""https//api.github.com/authorizations""," 5 | code_search_url:,"""https//api.github.com/search/code?q={query}{&page,per_page,sort,order}"",",,"code_search_url:""https//api.github.com/search/code?q={query}{&page,per_page,sort,order}""," 6 | commit_search_url:,"""https//api.github.com/search/commits?q={query}{&page,per_page,sort,order}"",",,"commit_search_url:""https//api.github.com/search/commits?q={query}{&page,per_page,sort,order}""," 7 | emails_url:,"""https//api.github.com/user/emails"",",,"emails_url:""https//api.github.com/user/emails""," 8 | emojis_url:,"""https//api.github.com/emojis"",",,"emojis_url:""https//api.github.com/emojis""," 9 | events_url:,"""https//api.github.com/events"",",,"events_url:""https//api.github.com/events""," 10 | feeds_url:,"""https//api.github.com/feeds"",",,"feeds_url:""https//api.github.com/feeds""," 11 | followers_url:,"""https//api.github.com/user/followers"",",,"followers_url:""https//api.github.com/user/followers""," 12 | following_url:,"""https//api.github.com/user/following{/target}"",",,"following_url:""https//api.github.com/user/following{/target}""," 13 | gists_url:,"""https//api.github.com/gists{/gist_id}"",",,"gists_url:""https//api.github.com/gists{/gist_id}""," 14 | hub_url:,"""https//api.github.com/hub"",",,"hub_url:""https//api.github.com/hub""," 15 | issue_search_url:,"""https//api.github.com/search/issues?q={query}{&page,per_page,sort,order}"",",,"issue_search_url:""https//api.github.com/search/issues?q={query}{&page,per_page,sort,order}""," 16 | issues_url:,"""https//api.github.com/issues"",",,"issues_url:""https//api.github.com/issues""," 17 | keys_url:,"""https//api.github.com/user/keys"",",,"keys_url:""https//api.github.com/user/keys""," 18 | notifications_url:,"""https//api.github.com/notifications"",",,"notifications_url:""https//api.github.com/notifications""," 19 | organization_repositories_url:,"""https//api.github.com/orgs/{org}/repos{?type,page,per_page,sort}"",",,"organization_repositories_url:""https//api.github.com/orgs/{org}/repos{?type,page,per_page,sort}""," 20 | organization_url:,"""https//api.github.com/orgs/{org}"",",,"organization_url:""https//api.github.com/orgs/{org}""," 21 | public_gists_url:,"""https//api.github.com/gists/public"",",,"public_gists_url:""https//api.github.com/gists/public""," 22 | rate_limit_url:,"""https//api.github.com/rate_limit"",",,"rate_limit_url:""https//api.github.com/rate_limit""," 23 | repository_url:,"""https//api.github.com/repos/{owner}/{repo}"",",,"repository_url:""https//api.github.com/repos/{owner}/{repo}""," 24 | repository_search_url:,"""https//api.github.com/search/repositories?q={query}{&page,per_page,sort,order}"",",,"repository_search_url:""https//api.github.com/search/repositories?q={query}{&page,per_page,sort,order}""," 25 | current_user_repositories_url:,"""https//api.github.com/user/repos{?type,page,per_page,sort}"",",,"current_user_repositories_url:""https//api.github.com/user/repos{?type,page,per_page,sort}""," 26 | starred_url:,"""https//api.github.com/user/starred{/owner}{/repo}"",",,"starred_url:""https//api.github.com/user/starred{/owner}{/repo}""," 27 | starred_gists_url:,"""https//api.github.com/gists/starred"",",,"starred_gists_url:""https//api.github.com/gists/starred""," 28 | team_url:,"""https//api.github.com/teams"",",,"team_url:""https//api.github.com/teams""," 29 | user_url:,"""https//api.github.com/users/{user}"",",,"user_url:""https//api.github.com/users/{user}""," 30 | user_organizations_url:,"""https//api.github.com/user/orgs"",",,"user_organizations_url:""https//api.github.com/user/orgs""," 31 | user_repositories_url:,"""https//api.github.com/users/{user}/repos{?type,page,per_page,sort}"",",,"user_repositories_url:""https//api.github.com/users/{user}/repos{?type,page,per_page,sort}""," 32 | user_search_url:,"""https//api.github.com/search/users?q={query}{&page,per_page,sort,order}""",,"user_search_url:""https//api.github.com/search/users?q={query}{&page,per_page,sort,order}""" 33 | {,,, 34 | -------------------------------------------------------------------------------- /docs/csv-datasets/README.md: -------------------------------------------------------------------------------- 1 | # Datasets 2 | 3 | ## Files used in my Intro to R class at Rockhurst. 4 | 5 | Good example csv files. 6 | -------------------------------------------------------------------------------- /docs/csv-datasets/advertising_data.csv: -------------------------------------------------------------------------------- 1 | sales,TV,radio,newspaper 2 | 22.1,230.1,37.8,69.2 3 | 10.4,44.5,39.3,45.1 4 | 9.3,17.2,45.9,69.3 5 | 18.5,151.5,41.3,58.5 6 | 12.9,180.8,10.8,58.4 7 | 7.2,8.7,48.9,75 8 | 11.8,57.5,32.8,23.5 9 | 13.2,120.2,19.6,11.6 10 | 4.8,8.6,2.1,1 11 | 10.6,199.8,2.6,21.2 12 | 8.6,66.1,5.8,24.2 13 | 17.4,214.7,24,4 14 | 9.2,23.8,35.1,65.9 15 | 9.7,97.5,7.6,7.2 16 | 19,204.1,32.9,46 17 | 22.4,195.4,47.7,52.9 18 | 12.5,67.8,36.6,114 19 | 24.4,281.4,39.6,55.8 20 | 11.3,69.2,20.5,18.3 21 | 14.6,147.3,23.9,19.1 22 | 18,218.4,27.7,53.4 23 | 12.5,237.4,5.1,23.5 24 | 5.6,13.2,15.9,49.6 25 | 15.5,228.3,16.9,26.2 26 | 9.7,62.3,12.6,18.3 27 | 12,262.9,3.5,19.5 28 | 15,142.9,29.3,12.6 29 | 15.9,240.1,16.7,22.9 30 | 18.9,248.8,27.1,22.9 31 | 10.5,70.6,16,40.8 32 | 21.4,292.9,28.3,43.2 33 | 11.9,112.9,17.4,38.6 34 | 9.6,97.2,1.5,30 35 | 17.4,265.6,20,0.3 36 | 9.5,95.7,1.4,7.4 37 | 12.8,290.7,4.1,8.5 38 | 25.4,266.9,43.8,5 39 | 14.7,74.7,49.4,45.7 40 | 10.1,43.1,26.7,35.1 41 | 21.5,228,37.7,32 42 | 16.6,202.5,22.3,31.6 43 | 17.1,177,33.4,38.7 44 | 20.7,293.6,27.7,1.8 45 | 12.9,206.9,8.4,26.4 46 | 8.5,25.1,25.7,43.3 47 | 14.9,175.1,22.5,31.5 48 | 10.6,89.7,9.9,35.7 49 | 23.2,239.9,41.5,18.5 50 | 14.8,227.2,15.8,49.9 51 | 9.7,66.9,11.7,36.8 52 | 11.4,199.8,3.1,34.6 53 | 10.7,100.4,9.6,3.6 54 | 22.6,216.4,41.7,39.6 55 | 21.2,182.6,46.2,58.7 56 | 20.2,262.7,28.8,15.9 57 | 23.7,198.9,49.4,60 58 | 5.5,7.3,28.1,41.4 59 | 13.2,136.2,19.2,16.6 60 | 23.8,210.8,49.6,37.7 61 | 18.4,210.7,29.5,9.3 62 | 8.1,53.5,2,21.4 63 | 24.2,261.3,42.7,54.7 64 | 15.7,239.3,15.5,27.3 65 | 14,102.7,29.6,8.4 66 | 18,131.1,42.8,28.9 67 | 9.3,69,9.3,0.9 68 | 9.5,31.5,24.6,2.2 69 | 13.4,139.3,14.5,10.2 70 | 18.9,237.4,27.5,11 71 | 22.3,216.8,43.9,27.2 72 | 18.3,199.1,30.6,38.7 73 | 12.4,109.8,14.3,31.7 74 | 8.8,26.8,33,19.3 75 | 11,129.4,5.7,31.3 76 | 17,213.4,24.6,13.1 77 | 8.7,16.9,43.7,89.4 78 | 6.9,27.5,1.6,20.7 79 | 14.2,120.5,28.5,14.2 80 | 5.3,5.4,29.9,9.4 81 | 11,116,7.7,23.1 82 | 11.8,76.4,26.7,22.3 83 | 12.3,239.8,4.1,36.9 84 | 11.3,75.3,20.3,32.5 85 | 13.6,68.4,44.5,35.6 86 | 21.7,213.5,43,33.8 87 | 15.2,193.2,18.4,65.7 88 | 12,76.3,27.5,16 89 | 16,110.7,40.6,63.2 90 | 12.9,88.3,25.5,73.4 91 | 16.7,109.8,47.8,51.4 92 | 11.2,134.3,4.9,9.3 93 | 7.3,28.6,1.5,33 94 | 19.4,217.7,33.5,59 95 | 22.2,250.9,36.5,72.3 96 | 11.5,107.4,14,10.9 97 | 16.9,163.3,31.6,52.9 98 | 11.7,197.6,3.5,5.9 99 | 15.5,184.9,21,22 100 | 25.4,289.7,42.3,51.2 101 | 17.2,135.2,41.7,45.9 102 | 11.7,222.4,4.3,49.8 103 | 23.8,296.4,36.3,100.9 104 | 14.8,280.2,10.1,21.4 105 | 14.7,187.9,17.2,17.9 106 | 20.7,238.2,34.3,5.3 107 | 19.2,137.9,46.4,59 108 | 7.2,25,11,29.7 109 | 8.7,90.4,0.3,23.2 110 | 5.3,13.1,0.4,25.6 111 | 19.8,255.4,26.9,5.5 112 | 13.4,225.8,8.2,56.5 113 | 21.8,241.7,38,23.2 114 | 14.1,175.7,15.4,2.4 115 | 15.9,209.6,20.6,10.7 116 | 14.6,78.2,46.8,34.5 117 | 12.6,75.1,35,52.7 118 | 12.2,139.2,14.3,25.6 119 | 9.4,76.4,0.8,14.8 120 | 15.9,125.7,36.9,79.2 121 | 6.6,19.4,16,22.3 122 | 15.5,141.3,26.8,46.2 123 | 7,18.8,21.7,50.4 124 | 11.6,224,2.4,15.6 125 | 15.2,123.1,34.6,12.4 126 | 19.7,229.5,32.3,74.2 127 | 10.6,87.2,11.8,25.9 128 | 6.6,7.8,38.9,50.6 129 | 8.8,80.2,0,9.2 130 | 24.7,220.3,49,3.2 131 | 9.7,59.6,12,43.1 132 | 1.6,0.7,39.6,8.7 133 | 12.7,265.2,2.9,43 134 | 5.7,8.4,27.2,2.1 135 | 19.6,219.8,33.5,45.1 136 | 10.8,36.9,38.6,65.6 137 | 11.6,48.3,47,8.5 138 | 9.5,25.6,39,9.3 139 | 20.8,273.7,28.9,59.7 140 | 9.6,43,25.9,20.5 141 | 20.7,184.9,43.9,1.7 142 | 10.9,73.4,17,12.9 143 | 19.2,193.7,35.4,75.6 144 | 20.1,220.5,33.2,37.9 145 | 10.4,104.6,5.7,34.4 146 | 11.4,96.2,14.8,38.9 147 | 10.3,140.3,1.9,9 148 | 13.2,240.1,7.3,8.7 149 | 25.4,243.2,49,44.3 150 | 10.9,38,40.3,11.9 151 | 10.1,44.7,25.8,20.6 152 | 16.1,280.7,13.9,37 153 | 11.6,121,8.4,48.7 154 | 16.6,197.6,23.3,14.2 155 | 19,171.3,39.7,37.7 156 | 15.6,187.8,21.1,9.5 157 | 3.2,4.1,11.6,5.7 158 | 15.3,93.9,43.5,50.5 159 | 10.1,149.8,1.3,24.3 160 | 7.3,11.7,36.9,45.2 161 | 12.9,131.7,18.4,34.6 162 | 14.4,172.5,18.1,30.7 163 | 13.3,85.7,35.8,49.3 164 | 14.9,188.4,18.1,25.6 165 | 18,163.5,36.8,7.4 166 | 11.9,117.2,14.7,5.4 167 | 11.9,234.5,3.4,84.8 168 | 8,17.9,37.6,21.6 169 | 12.2,206.8,5.2,19.4 170 | 17.1,215.4,23.6,57.6 171 | 15,284.3,10.6,6.4 172 | 8.4,50,11.6,18.4 173 | 14.5,164.5,20.9,47.4 174 | 7.6,19.6,20.1,17 175 | 11.7,168.4,7.1,12.8 176 | 11.5,222.4,3.4,13.1 177 | 27,276.9,48.9,41.8 178 | 20.2,248.4,30.2,20.3 179 | 11.7,170.2,7.8,35.2 180 | 11.8,276.7,2.3,23.7 181 | 12.6,165.6,10,17.6 182 | 10.5,156.6,2.6,8.3 183 | 12.2,218.5,5.4,27.4 184 | 8.7,56.2,5.7,29.7 185 | 26.2,287.6,43,71.8 186 | 17.6,253.8,21.3,30 187 | 22.6,205,45.1,19.6 188 | 10.3,139.5,2.1,26.6 189 | 17.3,191.1,28.7,18.2 190 | 15.9,286,13.9,3.7 191 | 6.7,18.7,12.1,23.4 192 | 10.8,39.5,41.1,5.8 193 | 9.9,75.5,10.8,6 194 | 5.9,17.2,4.1,31.6 195 | 19.6,166.8,42,3.6 196 | 17.3,149.7,35.6,6 197 | 7.6,38.2,3.7,13.8 198 | 9.7,94.2,4.9,8.1 199 | 12.8,177,9.3,6.4 200 | 25.5,283.6,42,66.2 201 | 13.4,232.1,8.6,8.7 202 | -------------------------------------------------------------------------------- /docs/csv-datasets/big_bang_data.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/csv-datasets/big_bang_data.xlsx -------------------------------------------------------------------------------- /docs/csv-datasets/carseats_data.csv: -------------------------------------------------------------------------------- 1 | Location,Sales,Price,Competitor_Price,Income,Advertising,Population,ShelveLoc,Age,Education,Urban,US 2 | 1,15,120,138,73,11,276,Bad,42,17,Yes,Yes 3 | 2,11.22,83,111,48,16,260,Good,65,10,Yes,Yes 4 | 3,10.06,80,113,35,10,269,Medium,59,12,Yes,Yes 5 | 4,7.4,97,117,100,4,466,Medium,55,14,Yes,Yes 6 | 5,4.15,128,141,64,3,340,Bad,38,13,Yes,No 7 | 6,10.81,72,124,113,13,501,Bad,78,16,No,Yes 8 | 7,6.63,108,115,105,0,45,Medium,71,15,Yes,No 9 | 8,11.85,120,136,81,15,425,Good,67,10,Yes,Yes 10 | 9,6.54,124,132,110,0,108,Medium,76,10,No,No 11 | 10,4.69,124,132,113,0,131,Medium,76,17,No,Yes 12 | 11,9.01,100,121,78,9,150,Bad,26,10,No,Yes 13 | 12,11.96,94,117,94,4,503,Good,50,13,Yes,Yes 14 | 13,3.98,136,122,35,2,393,Medium,62,18,Yes,No 15 | 14,10.96,86,115,28,11,29,Good,53,18,Yes,Yes 16 | 15,11.17,118,107,117,11,148,Good,52,18,Yes,Yes 17 | 16,8.71,144,149,95,5,400,Medium,76,18,No,No 18 | 17,7.58,110,118,32,0,284,Good,63,13,Yes,No 19 | 18,12.29,131,147,74,13,251,Good,52,10,Yes,Yes 20 | 19,13.91,68,110,110,0,408,Good,46,17,No,Yes 21 | 20,8.73,121,129,76,16,58,Medium,69,12,Yes,Yes 22 | 21,6.41,131,125,90,2,367,Medium,35,18,Yes,Yes 23 | 22,12.13,109,134,29,12,239,Good,62,18,No,Yes 24 | 23,5.08,138,128,46,6,497,Medium,42,13,Yes,No 25 | 24,5.87,109,121,31,0,292,Medium,79,10,Yes,No 26 | 25,10.14,113,145,119,16,294,Bad,42,12,Yes,Yes 27 | 26,14.9,82,139,32,0,176,Good,54,11,No,No 28 | 27,8.33,131,107,115,11,496,Good,50,11,No,Yes 29 | 28,5.27,107,98,118,0,19,Medium,64,17,Yes,No 30 | 29,2.99,97,103,74,0,359,Bad,55,11,Yes,Yes 31 | 30,7.81,102,104,99,15,226,Bad,58,17,Yes,Yes 32 | 31,13.55,89,125,94,0,447,Good,30,12,Yes,No 33 | 32,8.25,131,136,58,16,241,Medium,44,18,Yes,Yes 34 | 33,6.2,137,107,32,12,236,Good,64,10,No,Yes 35 | 34,8.77,128,114,38,13,317,Good,50,16,Yes,Yes 36 | 35,2.67,128,115,54,0,406,Medium,42,17,Yes,Yes 37 | 36,11.07,96,131,84,11,29,Medium,44,17,No,Yes 38 | 37,8.89,100,122,76,0,270,Good,60,18,No,No 39 | 38,4.95,110,121,41,5,412,Medium,54,10,Yes,Yes 40 | 39,6.59,102,109,73,0,454,Medium,65,15,Yes,No 41 | 40,3.24,138,130,60,0,144,Bad,38,10,No,No 42 | 41,2.07,126,119,98,0,18,Bad,73,17,No,No 43 | 42,7.96,124,157,53,0,403,Bad,58,16,Yes,No 44 | 43,10.43,24,77,69,0,25,Medium,50,18,Yes,No 45 | 44,4.12,134,123,42,11,16,Medium,59,13,Yes,Yes 46 | 45,4.16,95,85,79,6,325,Medium,69,13,Yes,Yes 47 | 46,4.56,135,141,63,0,168,Bad,44,12,Yes,Yes 48 | 47,12.44,70,127,90,14,16,Medium,48,15,No,Yes 49 | 48,4.38,108,126,98,0,173,Bad,55,16,Yes,No 50 | 49,3.91,98,116,52,0,349,Bad,69,18,Yes,No 51 | 50,10.61,149,157,93,0,51,Good,32,17,Yes,No 52 | 51,1.42,108,99,32,18,341,Bad,80,16,Yes,Yes 53 | 52,4.42,108,121,90,0,150,Bad,75,16,Yes,No 54 | 53,7.91,129,153,40,3,112,Bad,39,18,Yes,Yes 55 | 54,6.92,119,109,64,13,39,Medium,61,17,Yes,Yes 56 | 55,4.9,144,134,103,13,25,Medium,76,17,No,Yes 57 | 56,6.85,154,143,81,5,60,Medium,61,18,Yes,Yes 58 | 57,11.91,84,133,82,0,54,Medium,50,17,Yes,No 59 | 58,0.91,117,93,91,0,22,Bad,75,11,Yes,No 60 | 59,5.42,103,103,93,15,188,Bad,74,16,Yes,Yes 61 | 60,5.21,114,118,71,4,148,Medium,80,13,Yes,No 62 | 61,8.32,123,122,102,19,469,Bad,29,13,Yes,Yes 63 | 62,7.32,107,105,32,0,358,Medium,26,13,No,No 64 | 63,1.82,133,139,45,0,146,Bad,77,17,Yes,Yes 65 | 64,8.47,101,119,88,10,170,Medium,61,13,Yes,Yes 66 | 65,7.8,104,100,67,12,184,Medium,32,16,No,Yes 67 | 66,4.9,128,122,26,0,197,Medium,55,13,No,No 68 | 67,8.85,91,127,92,0,508,Medium,56,18,Yes,No 69 | 68,9.01,115,126,61,14,152,Medium,47,16,Yes,Yes 70 | 69,13.39,134,149,69,20,366,Good,60,13,Yes,Yes 71 | 70,7.99,99,127,59,0,339,Medium,65,12,Yes,No 72 | 71,9.46,99,89,81,15,237,Good,74,12,Yes,Yes 73 | 72,6.5,150,148,51,16,148,Medium,58,17,No,Yes 74 | 73,5.52,116,115,45,0,432,Medium,25,15,Yes,No 75 | 74,12.61,104,118,90,10,54,Good,31,11,No,Yes 76 | 75,6.2,136,150,68,5,125,Medium,64,13,No,Yes 77 | 76,8.55,92,88,111,23,480,Bad,36,16,No,Yes 78 | 77,10.64,70,102,87,10,346,Medium,64,15,Yes,Yes 79 | 78,7.7,89,118,71,12,44,Medium,67,18,No,Yes 80 | 79,4.43,145,134,48,1,139,Medium,65,12,Yes,Yes 81 | 80,9.14,90,134,67,0,286,Bad,41,13,Yes,No 82 | 81,8.01,79,113,100,16,353,Bad,68,11,Yes,Yes 83 | 82,7.52,128,116,72,0,237,Good,70,13,Yes,No 84 | 83,11.62,139,151,83,4,325,Good,28,17,Yes,Yes 85 | 84,4.42,94,109,36,7,468,Bad,56,11,Yes,Yes 86 | 85,2.23,121,111,25,0,52,Bad,43,18,No,No 87 | 86,8.47,112,125,103,0,304,Medium,49,13,No,No 88 | 87,8.7,134,150,84,9,432,Medium,64,15,Yes,No 89 | 88,11.7,126,131,67,7,272,Good,54,16,No,Yes 90 | 89,6.56,111,117,42,7,144,Medium,62,10,Yes,Yes 91 | 90,7.95,119,128,66,3,493,Medium,45,16,No,No 92 | 91,5.33,103,115,22,0,491,Medium,64,11,No,No 93 | 92,4.81,107,97,46,11,267,Medium,80,15,Yes,Yes 94 | 93,4.53,125,114,113,0,97,Medium,29,12,Yes,No 95 | 94,8.86,104,145,30,0,67,Medium,55,17,Yes,No 96 | 95,8.39,84,115,97,5,134,Bad,55,11,Yes,Yes 97 | 96,5.58,148,134,25,10,237,Medium,59,13,Yes,Yes 98 | 97,9.48,132,147,42,10,407,Good,73,16,No,Yes 99 | 98,7.45,129,161,82,5,287,Bad,33,16,Yes,Yes 100 | 99,12.49,127,122,77,24,382,Good,36,16,No,Yes 101 | 100,4.88,107,121,47,3,220,Bad,56,16,No,Yes 102 | 101,4.11,106,113,69,11,94,Medium,76,12,No,Yes 103 | 102,6.2,118,128,93,0,89,Medium,34,18,Yes,No 104 | 103,5.3,97,113,22,0,57,Medium,65,16,No,No 105 | 104,5.07,96,123,91,0,334,Bad,78,17,Yes,Yes 106 | 105,4.62,138,121,96,0,472,Medium,51,12,Yes,No 107 | 106,5.55,97,104,100,8,398,Medium,61,11,Yes,Yes 108 | 107,0.16,139,102,33,0,217,Medium,70,18,No,No 109 | 108,8.55,108,134,107,0,104,Medium,60,12,Yes,No 110 | 109,3.47,103,107,79,2,488,Bad,65,16,Yes,No 111 | 110,8.98,90,115,65,0,217,Medium,60,17,No,No 112 | 111,9,116,128,62,7,125,Medium,43,14,Yes,Yes 113 | 112,6.62,151,132,118,12,272,Medium,43,14,Yes,Yes 114 | 113,6.67,125,116,99,5,298,Good,62,12,Yes,Yes 115 | 114,6.01,127,131,29,11,335,Bad,33,12,Yes,Yes 116 | 115,9.31,106,122,87,9,17,Medium,65,13,Yes,Yes 117 | 116,8.54,129,139,35,0,95,Medium,42,13,Yes,No 118 | 117,5.08,128,135,75,0,202,Medium,80,10,No,No 119 | 118,8.8,119,145,53,0,507,Medium,41,12,Yes,No 120 | 119,7.57,99,112,88,2,243,Medium,62,11,Yes,Yes 121 | 120,7.37,128,130,94,8,137,Medium,64,12,Yes,Yes 122 | 121,6.87,131,128,105,11,249,Medium,63,13,Yes,Yes 123 | 122,11.67,87,125,89,10,380,Bad,28,10,Yes,Yes 124 | 123,6.88,108,119,100,5,45,Medium,75,10,Yes,Yes 125 | 124,8.19,155,127,103,0,125,Good,29,15,No,Yes 126 | 125,8.87,120,131,113,0,181,Good,63,14,Yes,No 127 | 126,9.34,49,89,78,0,181,Medium,43,15,No,No 128 | 127,11.27,133,153,68,2,60,Good,59,16,Yes,Yes 129 | 128,6.52,116,125,48,3,192,Medium,51,14,Yes,Yes 130 | 129,4.96,126,133,100,3,350,Bad,55,13,Yes,Yes 131 | 130,4.47,147,143,120,7,279,Bad,40,10,No,Yes 132 | 131,8.41,77,94,84,13,497,Medium,51,12,Yes,Yes 133 | 132,6.5,94,108,69,3,208,Medium,77,16,Yes,No 134 | 133,9.54,136,125,87,9,232,Good,72,10,Yes,Yes 135 | 134,7.62,97,132,98,2,265,Bad,62,12,Yes,Yes 136 | 135,3.67,131,132,31,0,327,Medium,76,16,Yes,No 137 | 136,6.44,120,96,94,14,384,Medium,36,18,No,Yes 138 | 137,5.17,120,131,75,0,10,Bad,31,18,No,No 139 | 138,6.52,118,128,42,0,436,Medium,80,11,Yes,No 140 | 139,10.27,109,125,103,12,371,Medium,44,10,Yes,Yes 141 | 140,12.3,94,146,62,10,310,Medium,30,13,No,Yes 142 | 141,6.03,129,133,60,10,277,Medium,45,18,Yes,Yes 143 | 142,6.53,131,140,42,0,331,Bad,28,15,Yes,No 144 | 143,7.44,104,124,84,0,300,Medium,77,15,Yes,No 145 | 144,0.53,159,122,88,7,36,Bad,28,17,Yes,Yes 146 | 145,9.09,123,132,68,0,264,Good,34,11,No,No 147 | 146,8.77,117,144,63,11,27,Medium,47,17,Yes,Yes 148 | 147,3.9,131,114,83,0,412,Bad,39,14,Yes,No 149 | 148,10.51,119,140,54,9,402,Good,41,16,No,Yes 150 | 149,7.56,97,110,119,0,384,Medium,72,14,No,Yes 151 | 150,11.48,87,121,120,13,140,Medium,56,11,Yes,Yes 152 | 151,10.49,114,122,84,8,176,Good,57,10,No,Yes 153 | 152,10.77,103,111,58,17,407,Good,75,17,No,Yes 154 | 153,7.64,128,128,78,0,341,Good,45,13,No,No 155 | 154,5.93,150,150,36,7,488,Medium,25,17,No,Yes 156 | 155,6.89,110,129,69,10,289,Medium,50,16,No,Yes 157 | 156,7.71,69,98,72,0,59,Medium,65,16,Yes,No 158 | 157,7.49,157,146,34,0,220,Good,51,16,Yes,No 159 | 158,10.21,90,121,58,8,249,Medium,48,13,No,Yes 160 | 159,12.53,112,142,90,1,189,Good,39,10,No,Yes 161 | 160,9.32,70,119,60,0,372,Bad,30,18,No,No 162 | 161,4.67,111,111,28,0,486,Medium,29,12,No,No 163 | 162,2.93,160,143,21,5,81,Medium,67,12,No,Yes 164 | 163,3.63,149,122,74,0,424,Medium,51,13,Yes,No 165 | 164,5.68,106,130,64,0,40,Bad,39,17,No,No 166 | 165,8.22,141,148,64,0,58,Medium,27,13,No,Yes 167 | 166,0.37,191,147,58,7,100,Bad,27,15,Yes,Yes 168 | 167,6.71,137,119,67,17,151,Medium,55,11,Yes,Yes 169 | 168,6.71,93,106,73,0,216,Medium,60,13,Yes,No 170 | 169,7.3,117,129,89,0,425,Medium,45,10,Yes,No 171 | 170,11.48,77,104,41,15,492,Good,73,18,Yes,Yes 172 | 171,8.01,118,128,39,12,356,Medium,71,10,Yes,Yes 173 | 172,12.49,55,93,106,12,416,Medium,75,15,Yes,Yes 174 | 173,9.03,110,104,102,13,123,Good,35,16,Yes,Yes 175 | 174,6.38,128,135,91,5,207,Medium,66,18,Yes,Yes 176 | 175,0,185,139,24,0,358,Medium,79,15,No,No 177 | 176,7.54,122,115,89,0,38,Medium,25,12,Yes,No 178 | 177,5.61,154,138,107,9,480,Medium,47,11,No,Yes 179 | 178,10.48,94,138,72,0,148,Medium,27,17,Yes,Yes 180 | 179,10.66,81,104,71,14,89,Medium,25,14,No,Yes 181 | 180,7.78,116,144,25,3,70,Medium,77,18,Yes,Yes 182 | 181,4.94,149,137,112,15,434,Bad,66,13,Yes,Yes 183 | 182,7.43,91,121,83,0,79,Medium,68,11,Yes,No 184 | 183,4.74,140,137,60,4,230,Bad,25,13,Yes,No 185 | 184,5.32,102,118,74,6,426,Medium,80,18,Yes,Yes 186 | 185,9.95,97,132,33,7,35,Medium,60,11,No,Yes 187 | 186,10.07,107,130,100,11,449,Medium,64,10,Yes,Yes 188 | 187,8.68,86,120,51,0,93,Medium,46,17,No,No 189 | 188,6.03,96,117,32,0,142,Bad,62,17,Yes,No 190 | 189,8.07,90,116,37,0,426,Medium,76,15,Yes,No 191 | 190,12.11,104,118,117,18,509,Medium,26,15,No,Yes 192 | 191,8.79,101,130,37,13,297,Medium,37,13,No,Yes 193 | 192,6.67,173,156,42,13,170,Good,74,14,Yes,Yes 194 | 193,7.56,93,108,26,0,408,Medium,56,14,No,No 195 | 194,13.28,96,139,70,7,71,Good,61,10,Yes,Yes 196 | 195,7.23,128,112,98,18,481,Medium,45,11,Yes,Yes 197 | 196,4.19,112,117,93,4,420,Bad,66,11,Yes,Yes 198 | 197,4.1,133,130,28,6,410,Bad,72,16,Yes,Yes 199 | 198,2.52,138,124,61,0,333,Medium,76,16,Yes,No 200 | 199,3.62,128,112,80,5,500,Medium,69,10,Yes,Yes 201 | 200,6.42,126,122,88,5,335,Medium,64,14,Yes,Yes 202 | 201,5.56,146,144,92,0,349,Medium,62,12,No,No 203 | 202,5.94,134,138,83,0,139,Medium,54,18,Yes,No 204 | 203,4.1,130,121,78,4,413,Bad,46,10,No,Yes 205 | 204,2.05,157,131,82,0,132,Bad,25,14,Yes,No 206 | 205,8.74,124,155,80,0,237,Medium,37,14,Yes,No 207 | 206,5.68,132,113,22,1,317,Medium,28,12,Yes,No 208 | 207,4.97,160,162,67,0,27,Medium,77,17,Yes,Yes 209 | 208,8.19,97,111,105,0,466,Bad,61,10,No,No 210 | 209,7.78,64,86,54,0,497,Bad,33,12,Yes,No 211 | 210,3.02,90,98,21,11,326,Bad,76,11,No,Yes 212 | 211,4.36,123,125,41,2,357,Bad,47,14,No,Yes 213 | 212,9.39,120,117,118,14,445,Medium,32,15,Yes,Yes 214 | 213,12.04,105,145,69,19,501,Medium,45,11,Yes,Yes 215 | 214,8.23,139,149,84,5,220,Medium,33,10,Yes,Yes 216 | 215,4.83,107,115,115,3,48,Medium,73,18,Yes,Yes 217 | 216,2.34,144,116,83,15,170,Bad,71,11,Yes,Yes 218 | 217,5.73,144,141,33,0,243,Medium,34,17,Yes,No 219 | 218,4.34,111,106,44,0,481,Medium,70,14,No,No 220 | 219,9.7,120,138,61,12,156,Medium,25,14,Yes,Yes 221 | 220,10.62,116,116,79,19,359,Good,58,17,Yes,Yes 222 | 221,10.59,124,131,120,15,262,Medium,30,10,Yes,Yes 223 | 222,6.43,107,124,44,0,125,Medium,80,11,Yes,No 224 | 223,7.49,145,136,119,6,178,Medium,35,13,Yes,Yes 225 | 224,3.45,125,110,45,9,276,Medium,62,14,Yes,Yes 226 | 225,4.1,141,134,82,0,464,Medium,48,13,No,No 227 | 226,6.68,82,107,25,0,412,Bad,36,14,Yes,No 228 | 227,7.8,122,119,33,0,245,Good,56,14,Yes,No 229 | 228,8.69,101,113,64,10,68,Medium,57,16,Yes,Yes 230 | 229,5.4,163,149,73,13,381,Bad,26,11,No,Yes 231 | 230,11.19,72,98,104,0,404,Medium,27,18,No,No 232 | 231,5.16,114,115,60,0,119,Bad,38,14,No,No 233 | 232,8.09,122,132,69,0,123,Medium,27,11,No,No 234 | 233,13.14,105,137,80,10,24,Good,61,15,Yes,Yes 235 | 234,8.65,120,123,76,18,218,Medium,29,14,No,Yes 236 | 235,9.43,129,115,62,11,289,Good,56,16,No,Yes 237 | 236,5.53,132,126,32,8,95,Medium,50,17,Yes,Yes 238 | 237,9.32,108,141,34,16,361,Medium,69,10,Yes,Yes 239 | 238,9.62,135,151,28,8,499,Medium,48,10,Yes,Yes 240 | 239,7.36,133,121,24,0,200,Good,73,13,Yes,No 241 | 240,3.89,118,123,105,0,149,Bad,62,16,Yes,Yes 242 | 241,10.31,121,159,80,0,362,Medium,26,18,Yes,No 243 | 242,12.01,94,136,63,0,160,Medium,38,12,Yes,No 244 | 243,4.68,135,124,46,0,199,Medium,52,14,No,No 245 | 244,7.82,110,124,25,13,87,Medium,57,10,Yes,Yes 246 | 245,8.78,100,130,30,0,391,Medium,26,18,Yes,No 247 | 246,10,88,114,43,0,199,Good,57,10,No,Yes 248 | 247,6.9,90,120,56,20,266,Bad,78,18,Yes,Yes 249 | 248,5.04,151,123,114,0,298,Bad,34,16,Yes,No 250 | 249,5.36,101,111,52,0,12,Medium,61,11,Yes,Yes 251 | 250,5.05,117,125,67,0,86,Bad,65,11,Yes,No 252 | 251,9.16,156,137,105,10,435,Good,72,14,Yes,Yes 253 | 252,3.72,132,139,111,5,310,Bad,62,13,Yes,Yes 254 | 253,8.31,117,133,97,0,70,Medium,32,16,Yes,No 255 | 254,5.64,122,124,24,5,288,Medium,57,12,No,Yes 256 | 255,9.58,129,108,104,23,353,Good,37,17,Yes,Yes 257 | 256,7.71,81,123,81,8,198,Bad,80,15,Yes,Yes 258 | 257,4.2,144,147,40,0,277,Medium,73,10,Yes,No 259 | 258,8.67,112,125,62,14,477,Medium,80,13,Yes,Yes 260 | 259,3.47,81,108,38,0,251,Bad,72,14,No,No 261 | 260,5.12,100,123,36,10,467,Bad,74,11,No,Yes 262 | 261,7.67,101,129,117,8,400,Bad,36,10,Yes,Yes 263 | 262,5.71,118,121,42,4,188,Medium,54,15,Yes,Yes 264 | 263,6.37,132,120,77,15,86,Medium,48,18,Yes,Yes 265 | 264,7.77,115,116,26,6,434,Medium,25,17,Yes,Yes 266 | 265,6.95,159,128,29,5,324,Good,31,15,Yes,Yes 267 | 266,5.31,129,130,35,10,402,Bad,39,17,Yes,Yes 268 | 267,9.1,112,128,93,12,343,Good,73,17,No,Yes 269 | 268,5.83,112,134,82,7,473,Bad,51,12,No,Yes 270 | 269,6.53,105,123,57,0,66,Medium,39,11,Yes,No 271 | 270,5.01,166,159,69,0,438,Medium,46,17,Yes,No 272 | 271,11.99,89,119,26,0,284,Good,26,10,Yes,No 273 | 272,4.55,110,111,56,0,504,Medium,62,16,Yes,No 274 | 273,12.98,63,113,33,0,14,Good,38,12,Yes,No 275 | 274,10.04,86,116,106,8,244,Medium,58,12,Yes,Yes 276 | 275,7.22,119,135,93,2,67,Medium,34,11,Yes,Yes 277 | 276,6.67,132,107,119,11,210,Medium,53,11,Yes,Yes 278 | 277,6.93,130,135,69,14,296,Medium,73,15,Yes,Yes 279 | 278,7.8,125,136,48,12,326,Medium,36,16,Yes,Yes 280 | 279,7.22,151,114,113,2,129,Good,40,15,No,Yes 281 | 280,3.42,158,141,57,13,376,Medium,64,18,Yes,Yes 282 | 281,2.86,145,121,86,10,496,Bad,51,10,Yes,Yes 283 | 282,11.19,105,122,69,7,303,Good,45,16,No,Yes 284 | 283,7.74,154,150,96,0,80,Good,61,11,Yes,No 285 | 284,5.36,117,135,110,0,112,Medium,80,16,No,No 286 | 285,6.97,96,106,46,11,414,Bad,79,17,No,No 287 | 286,7.6,131,146,26,11,261,Medium,39,10,Yes,Yes 288 | 287,7.53,113,117,118,11,429,Medium,67,18,No,Yes 289 | 288,6.88,72,95,44,4,208,Bad,44,17,Yes,Yes 290 | 289,6.98,97,116,40,0,74,Medium,76,15,No,No 291 | 290,8.75,156,143,77,25,448,Medium,43,17,Yes,Yes 292 | 291,9.49,103,107,111,14,400,Medium,41,11,No,Yes 293 | 292,6.64,89,118,70,0,106,Bad,39,17,Yes,No 294 | 293,11.82,74,113,66,16,322,Good,76,15,Yes,Yes 295 | 294,11.28,89,123,84,0,74,Good,59,10,Yes,No 296 | 295,12.66,99,148,76,3,126,Good,60,11,Yes,Yes 297 | 296,4.21,137,118,35,14,502,Medium,79,10,No,Yes 298 | 297,8.21,123,127,44,13,160,Good,63,18,Yes,Yes 299 | 298,3.07,104,118,83,13,276,Bad,75,10,Yes,Yes 300 | 299,10.98,130,148,63,0,312,Good,63,15,Yes,No 301 | 300,9.4,96,135,40,17,497,Medium,54,17,No,Yes 302 | 301,8.57,99,116,78,1,158,Medium,45,11,Yes,Yes 303 | 302,7.41,87,99,93,0,198,Medium,57,16,Yes,Yes 304 | 303,5.28,110,108,77,13,388,Bad,74,14,Yes,Yes 305 | 304,10.01,99,133,52,16,290,Medium,43,11,Yes,Yes 306 | 305,11.93,134,123,98,12,408,Good,29,10,Yes,Yes 307 | 306,8.03,132,115,29,26,394,Medium,33,13,Yes,Yes 308 | 307,4.78,133,131,32,1,85,Medium,48,12,Yes,Yes 309 | 308,5.9,120,138,92,0,13,Bad,61,12,Yes,No 310 | 309,9.24,126,126,80,19,436,Medium,52,10,Yes,Yes 311 | 310,11.18,80,131,111,13,33,Bad,68,18,Yes,Yes 312 | 311,9.53,166,175,65,29,419,Medium,53,12,Yes,Yes 313 | 312,6.15,132,146,68,12,328,Bad,51,14,Yes,Yes 314 | 313,6.8,135,137,117,5,337,Bad,38,10,Yes,Yes 315 | 314,9.33,54,103,81,3,491,Medium,66,13,Yes,No 316 | 315,7.72,129,133,33,10,333,Good,71,14,Yes,Yes 317 | 316,6.39,171,131,21,8,220,Good,29,14,Yes,Yes 318 | 317,15.63,72,122,36,5,369,Good,35,10,Yes,Yes 319 | 318,6.41,136,142,30,0,472,Good,80,15,No,No 320 | 319,10.08,130,116,72,10,456,Good,41,14,No,Yes 321 | 320,6.97,129,127,45,19,459,Medium,57,11,No,Yes 322 | 321,5.86,152,136,70,12,171,Medium,44,18,Yes,Yes 323 | 322,7.52,98,123,39,5,499,Medium,34,15,Yes,No 324 | 323,9.16,139,140,50,10,300,Good,60,15,Yes,Yes 325 | 324,10.36,103,107,105,18,428,Medium,34,12,Yes,Yes 326 | 325,2.66,150,136,65,4,133,Bad,53,13,Yes,Yes 327 | 326,11.7,104,144,69,11,131,Medium,47,11,Yes,Yes 328 | 327,4.69,122,133,30,0,152,Medium,53,17,Yes,No 329 | 328,6.23,104,112,38,17,316,Medium,80,16,Yes,Yes 330 | 329,3.15,111,117,66,1,65,Bad,55,11,Yes,Yes 331 | 330,11.27,89,100,54,9,433,Good,45,12,Yes,Yes 332 | 331,4.99,112,122,59,0,501,Bad,32,14,No,No 333 | 332,10.1,134,135,63,15,213,Medium,32,10,Yes,Yes 334 | 333,5.74,104,106,33,20,354,Medium,61,12,Yes,Yes 335 | 334,5.87,147,136,60,7,303,Medium,41,10,Yes,Yes 336 | 335,7.63,83,93,117,9,489,Bad,42,13,Yes,Yes 337 | 336,6.18,110,120,70,15,464,Medium,72,15,Yes,Yes 338 | 337,5.17,143,138,35,6,60,Bad,28,18,Yes,No 339 | 338,8.61,102,130,38,0,283,Medium,80,15,Yes,No 340 | 339,5.97,101,112,24,0,164,Medium,45,11,Yes,No 341 | 340,11.54,126,134,44,4,219,Good,44,15,Yes,Yes 342 | 341,7.5,91,140,29,0,105,Bad,43,16,Yes,No 343 | 342,7.38,93,98,120,0,268,Medium,72,10,No,No 344 | 343,7.81,118,137,102,13,422,Medium,71,10,No,Yes 345 | 344,5.99,121,117,42,10,371,Bad,26,14,Yes,Yes 346 | 345,8.43,126,138,80,0,108,Good,70,13,No,Yes 347 | 346,4.81,149,121,68,0,279,Good,79,12,Yes,No 348 | 347,8.97,125,132,107,0,144,Medium,33,13,No,No 349 | 348,6.88,112,96,39,0,161,Good,27,14,No,No 350 | 349,12.57,107,132,102,20,459,Good,49,11,Yes,Yes 351 | 350,9.32,96,134,27,18,467,Medium,49,14,No,Yes 352 | 351,8.64,91,111,101,17,266,Medium,63,17,No,Yes 353 | 352,10.44,105,124,115,16,458,Medium,62,16,No,Yes 354 | 353,13.44,122,133,103,14,288,Good,61,17,Yes,Yes 355 | 354,9.45,92,107,67,12,430,Medium,35,12,No,Yes 356 | 355,5.3,145,133,31,1,80,Medium,42,18,Yes,Yes 357 | 356,7.02,146,130,100,0,306,Good,42,11,Yes,No 358 | 357,3.58,164,142,109,0,111,Good,72,12,Yes,No 359 | 358,13.36,72,103,73,3,276,Medium,34,15,Yes,Yes 360 | 359,4.17,118,123,96,10,71,Bad,69,11,Yes,Yes 361 | 360,3.13,130,130,62,11,396,Bad,66,14,Yes,Yes 362 | 361,8.77,114,118,86,7,265,Good,52,15,No,Yes 363 | 362,8.68,104,131,25,10,183,Medium,56,15,No,Yes 364 | 363,5.25,110,131,55,0,26,Bad,79,12,Yes,Yes 365 | 364,10.26,108,111,75,1,377,Good,25,12,Yes,No 366 | 365,10.5,131,122,21,16,488,Good,30,14,Yes,Yes 367 | 366,6.53,162,154,30,0,122,Medium,57,17,No,No 368 | 367,5.98,134,124,56,11,447,Medium,53,12,No,Yes 369 | 368,14.37,53,95,106,0,256,Good,52,17,Yes,No 370 | 369,10.71,79,109,22,10,348,Good,74,14,No,Yes 371 | 370,10.26,122,135,100,22,463,Medium,36,14,Yes,Yes 372 | 371,7.68,119,126,41,22,403,Bad,42,12,Yes,Yes 373 | 372,9.08,126,152,81,0,191,Medium,54,16,Yes,No 374 | 373,7.8,98,121,50,0,508,Medium,65,11,No,No 375 | 374,5.58,116,137,71,0,402,Medium,78,17,Yes,No 376 | 375,9.44,118,131,47,7,90,Medium,47,12,Yes,Yes 377 | 376,7.9,124,132,46,4,206,Medium,73,11,Yes,No 378 | 377,16.27,92,141,60,19,319,Good,44,11,Yes,Yes 379 | 378,6.81,125,132,61,0,263,Medium,41,12,No,No 380 | 379,6.11,119,133,88,3,105,Medium,79,12,Yes,Yes 381 | 380,5.81,107,125,111,0,404,Bad,54,15,Yes,No 382 | 381,9.64,89,106,64,10,17,Medium,68,17,Yes,Yes 383 | 382,3.9,151,124,65,21,496,Bad,77,13,Yes,Yes 384 | 383,4.95,121,121,28,19,315,Medium,66,14,Yes,Yes 385 | 384,9.35,68,98,117,0,76,Medium,63,10,Yes,No 386 | 385,12.85,112,123,37,15,348,Good,28,12,Yes,Yes 387 | 386,5.87,132,131,73,13,455,Medium,62,17,Yes,Yes 388 | 387,5.32,160,152,116,0,170,Medium,39,16,Yes,No 389 | 388,8.67,115,142,73,14,238,Medium,73,14,No,Yes 390 | 389,8.14,78,135,89,11,245,Bad,79,16,Yes,Yes 391 | 390,8.44,107,128,42,8,328,Medium,35,12,Yes,Yes 392 | 391,5.47,111,108,75,9,61,Medium,67,12,Yes,Yes 393 | 392,6.1,124,153,63,0,49,Bad,56,16,Yes,No 394 | 393,4.53,130,129,42,13,315,Bad,34,13,Yes,Yes 395 | 394,5.57,120,109,51,10,26,Medium,30,17,No,Yes 396 | 395,5.35,139,130,58,19,366,Bad,33,16,Yes,Yes 397 | 396,12.57,128,138,108,17,203,Good,33,14,Yes,Yes 398 | 397,6.14,120,139,23,3,37,Medium,55,11,No,Yes 399 | 398,7.41,159,162,26,12,368,Medium,40,18,Yes,Yes 400 | 399,5.94,95,100,79,7,284,Bad,50,12,Yes,Yes 401 | 400,9.71,120,134,37,0,27,Good,49,16,Yes,Yes 402 | -------------------------------------------------------------------------------- /docs/csv-datasets/challenger_data.csv: -------------------------------------------------------------------------------- 1 | launch_id,temp,oring_failures 2 | 1,66,0 3 | 2,70,1 4 | 3,69,0 5 | 4,68,0 6 | 5,67,0 7 | 6,72,0 8 | 7,73,0 9 | 8,70,0 10 | 9,57,1 11 | 10,63,1 12 | 11,70,1 13 | 12,78,0 14 | 13,67,0 15 | 14,53,2 16 | 15,67,0 17 | 16,75,0 18 | 17,70,0 19 | 18,81,0 20 | 19,76,0 21 | 20,79,0 22 | 21,75,0 23 | 22,76,0 24 | 23,58,1 25 | -------------------------------------------------------------------------------- /docs/csv-datasets/clean_data.csv: -------------------------------------------------------------------------------- 1 | patient_id,medical_expenses,age,bmi 2 | 1,16885,19,27.9 3 | 2,1726,18,33.77 4 | 3,4449,28,33 5 | 4,21984,33,22.705 6 | 5,3867,32,28.88 7 | 6,3757,31,25.74 8 | 7,8241,46,33.44 9 | 8,7282,37,27.74 10 | 9,6406,37,29.83 11 | 10,28923,60,25.84 12 | 11,2721,25,26.22 13 | 12,27809,62,26.29 14 | 13,NA,23,34.4 15 | 14,11091,56,39.82 16 | 15,39612,27,42.13 17 | 16,1837,19,24.6 18 | 17,10797,52,30.78 19 | 18,2395,23,23.845 20 | 19,10602,56,40.3 21 | 20,36837,30,35.3 22 | 21,13229,60,36.005 23 | 22,4150,30,32.4 24 | 23,1137,18,34.1 25 | 24,37702,34,31.92 26 | 25,6204,37,28.025 27 | 26,14001,NA,NA 28 | 27,14452,63,23.085 29 | 28,12269,55,32.775 30 | 29,2775,23,17.385 31 | 30,38711,31,36.3 32 | 31,35586,22,35.6 33 | 32,2198,18,26.315 34 | 33,4688,19,28.6 35 | 34,13770,63,28.31 36 | 35,51195,28,36.4 37 | 36,1625,19,20.425 38 | 37,15612,62,32.965 39 | 38,2302,26,20.8 40 | 39,39774,35,NA 41 | 40,48173,60,39.9 42 | 41,3046,24,26.6 43 | 42,4950,31,36.63 44 | 43,6272,41,21.78 45 | 44,6314,37,30.8 46 | 45,6080,38,37.05 47 | 46,20630,55,37.3 48 | 47,3393,18,38.665 49 | 48,3557,28,34.77 50 | 49,12630,60,24.53 51 | 50,38709,36,35.2 52 | 51,2211,18,35.625 53 | 52,3580,20,NA 54 | 53,23568,48,28 55 | 54,37743,36,34.43 56 | 55,8060,40,28.69 57 | 56,47496,58,36.955 58 | 57,13607,58,31.825 59 | 58,34303,18,31.68 60 | 59,23245,53,22.88 61 | 60,5990,34,37.335 62 | 61,8606,43,27.36 63 | 62,4505,25,33.66 64 | 63,30167,64,24.7 65 | 64,4134,28,25.935 66 | 65,NA,20,NA 67 | 66,1743,19,28.9 68 | 67,14235,61,39.1 69 | 68,6389,40,26.315 70 | 69,5920,40,36.19 71 | 70,17663,28,23.98 72 | 71,16578,27,24.75 73 | 72,6799,31,28.5 74 | 73,11742,53,28.1 75 | 74,11947,58,32.01 76 | 75,7727,44,27.4 77 | 76,11357,57,34.01 78 | 77,3947,29,29.59 79 | 78,1532,NA,35.53 80 | 79,2755,22,39.805 81 | 80,6571,41,32.965 82 | 81,4441,31,26.885 83 | 82,7935,45,38.285 84 | 83,37165,22,37.62 85 | 84,11034,48,41.23 86 | 85,39837,37,34.8 87 | 86,21099,45,22.895 88 | 87,43579,57,31.16 89 | 88,11073,56,27.2 90 | 89,8027,46,27.74 91 | 90,11083,55,26.98 92 | 91,NA,21,39.49 93 | 92,10942,53,24.795 94 | 93,30185,59,29.83 95 | 94,5729,35,34.77 96 | 95,47291,64,31.3 97 | 96,3767,28,37.62 98 | 97,12105,54,30.8 99 | 98,10226,55,38.28 100 | 99,22413,56,19.95 101 | 100,15821,38,19.3 102 | -------------------------------------------------------------------------------- /docs/csv-datasets/djia_sp500_data.csv: -------------------------------------------------------------------------------- 1 | date,djia,sp500 2 | January 6,12360,1278 3 | January 13,12422,1289 4 | January 20,12720,1315 5 | January 27,12660,1316 6 | February 3,12862,1345 7 | February 10,12801,1343 8 | February 17,12950,1362 9 | February 24,12983,1366 10 | March 2,12978,1370 11 | March 9,12922,1371 12 | March 16,13233,1404 13 | March 23,13081,1397 14 | March 30,13212,1408 15 | April 5,13060,1398 16 | April 13,12850,1370 17 | -------------------------------------------------------------------------------- /docs/csv-datasets/mini_medexpense_data.csv: -------------------------------------------------------------------------------- 1 | patient_id,medical_expenses,age,bmi 2 | 1,16885,19,27.9 3 | 2,1726,18,33.77 4 | 3,4449,28,33 5 | 4,21984,33,22.705 6 | 5,3867,32,28.88 7 | 6,3757,31,25.74 8 | 7,8241,46,33.44 9 | 8,7282,37,27.74 10 | 9,6406,37,29.83 11 | 10,28923,60,25.84 12 | 11,2721,25,26.22 13 | 12,27809,62,26.29 14 | 13,1827,23,34.4 15 | 14,11091,56,39.82 16 | 15,39612,27,42.13 17 | 16,1837,19,24.6 18 | 17,10797,52,30.78 19 | 18,2395,23,23.845 20 | 19,10602,56,40.3 21 | 20,36837,30,35.3 22 | 21,13229,60,36.005 23 | 22,4150,30,32.4 24 | 23,1137,18,34.1 25 | 24,37702,34,31.92 26 | 25,6204,37,28.025 27 | 26,14001,59,27.72 28 | 27,14452,63,23.085 29 | 28,12269,55,32.775 30 | 29,2775,23,17.385 31 | 30,38711,31,36.3 32 | 31,35586,22,35.6 33 | 32,2198,18,26.315 34 | 33,4688,19,28.6 35 | 34,13770,63,28.31 36 | 35,51195,28,36.4 37 | 36,1625,19,20.425 38 | 37,15612,62,32.965 39 | 38,2302,26,20.8 40 | 39,39774,35,36.67 41 | 40,48173,60,39.9 42 | 41,3046,24,26.6 43 | 42,4950,31,36.63 44 | 43,6272,41,21.78 45 | 44,6314,37,30.8 46 | 45,6080,38,37.05 47 | 46,20630,55,37.3 48 | 47,3393,18,38.665 49 | 48,3557,28,34.77 50 | 49,12630,60,24.53 51 | 50,38709,36,35.2 52 | 51,2211,18,35.625 53 | 52,3580,21,33.63 54 | 53,23568,48,28 55 | 54,37743,36,34.43 56 | 55,8060,40,28.69 57 | 56,47496,58,36.955 58 | 57,13607,58,31.825 59 | 58,34303,18,31.68 60 | 59,23245,53,22.88 61 | 60,5990,34,37.335 62 | 61,8606,43,27.36 63 | 62,4505,25,33.66 64 | 63,30167,64,24.7 65 | 64,4134,28,25.935 66 | 65,14712,20,22.42 67 | 66,1743,19,28.9 68 | 67,14235,61,39.1 69 | 68,6389,40,26.315 70 | 69,5920,40,36.19 71 | 70,17663,28,23.98 72 | 71,16578,27,24.75 73 | 72,6799,31,28.5 74 | 73,11742,53,28.1 75 | 74,11947,58,32.01 76 | 75,7727,44,27.4 77 | 76,11357,57,34.01 78 | 77,3947,29,29.59 79 | 78,1532,21,35.53 80 | 79,2755,22,39.805 81 | 80,6571,41,32.965 82 | 81,4441,31,26.885 83 | 82,7935,45,38.285 84 | 83,37165,22,37.62 85 | 84,11034,48,41.23 86 | 85,39837,37,34.8 87 | 86,21099,45,22.895 88 | 87,43579,57,31.16 89 | 88,11073,56,27.2 90 | 89,8027,46,27.74 91 | 90,11083,55,26.98 92 | 91,2027,21,39.49 93 | 92,10942,53,24.795 94 | 93,30185,59,29.83 95 | 94,5729,35,34.77 96 | 95,47291,64,31.3 97 | 96,3767,28,37.62 98 | 97,12105,54,30.8 99 | 98,10226,55,38.28 100 | 99,22413,56,19.95 101 | 100,15821,38,19.3 102 | -------------------------------------------------------------------------------- /docs/csv-datasets/murder_data.csv: -------------------------------------------------------------------------------- 1 | murder_rate,population,illiteracy,income,frost,life_expectancy,hs_grad_rate,area 2 | 15.1,3615,2.1,3624,20,69.05,41.3,50708 3 | 11.3,365,1.5,6315,152,69.31,66.7,566432 4 | 7.8,2212,1.8,4530,15,70.55,58.1,113417 5 | 10.1,2110,1.9,3378,65,70.66,39.9,51945 6 | 10.3,21198,1.1,5114,20,71.71,62.6,156361 7 | 6.8,2541,0.7,4884,166,72.06,63.9,103766 8 | 3.1,3100,1.1,5348,139,72.48,56,4862 9 | 6.2,579,0.9,4809,103,70.06,54.6,1982 10 | 10.7,8277,1.3,4815,11,70.66,52.6,54090 11 | 13.9,4931,2,4091,60,68.54,40.6,58073 12 | 6.2,868,1.9,4963,0,73.6,61.9,6425 13 | 5.3,813,0.6,4119,126,71.87,59.5,82677 14 | 10.3,11197,0.9,5107,127,70.14,52.6,55748 15 | 7.1,5313,0.7,4458,122,70.88,52.9,36097 16 | 2.3,2861,0.5,4628,140,72.56,59,55941 17 | 4.5,2280,0.6,4669,114,72.58,59.9,81787 18 | 10.6,3387,1.6,3712,95,70.1,38.5,39650 19 | 13.2,3806,2.8,3545,12,68.76,42.2,44930 20 | 2.7,1058,0.7,3694,161,70.39,54.7,30920 21 | 8.5,4122,0.9,5299,101,70.22,52.3,9891 22 | 3.3,5814,1.1,4755,103,71.83,58.5,7826 23 | 11.1,9111,0.9,4751,125,70.63,52.8,56817 24 | 2.3,3921,0.6,4675,160,72.96,57.6,79289 25 | 12.5,2341,2.4,3098,50,68.09,41,47296 26 | 9.3,4767,0.8,4254,108,70.69,48.8,68995 27 | 5,746,0.6,4347,155,70.56,59.2,145587 28 | 2.9,1544,0.6,4508,139,72.6,59.3,76483 29 | 11.5,590,0.5,5149,188,69.03,65.2,109889 30 | 3.3,812,0.7,4281,174,71.23,57.6,9027 31 | 5.2,7333,1.1,5237,115,70.93,52.5,7521 32 | 9.7,1144,2.2,3601,120,70.32,55.2,121412 33 | 10.9,18076,1.4,4903,82,70.55,52.7,47831 34 | 11.1,5441,1.8,3875,80,69.21,38.5,48798 35 | 1.4,637,0.8,5087,186,72.78,50.3,69273 36 | 7.4,10735,0.8,4561,124,70.82,53.2,40975 37 | 6.4,2715,1.1,3983,82,71.42,51.6,68782 38 | 4.2,2284,0.6,4660,44,72.13,60,96184 39 | 6.1,11860,1,4449,126,70.43,50.2,44966 40 | 2.4,931,1.3,4558,127,71.9,46.4,1049 41 | 11.6,2816,2.3,3635,65,67.96,37.8,30225 42 | 1.7,681,0.5,4167,172,72.08,53.3,75955 43 | 11,4173,1.7,3821,70,70.11,41.8,41328 44 | 12.2,12237,2.2,4188,35,70.9,47.4,262134 45 | 4.5,1203,0.6,4022,137,72.9,67.3,82096 46 | 5.5,472,0.6,3907,168,71.64,57.1,9267 47 | 9.5,4981,1.4,4701,85,70.08,47.8,39780 48 | 4.3,3559,0.6,4864,32,71.72,63.5,66570 49 | 6.7,1799,1.4,3617,100,69.48,41.6,24070 50 | 3,4589,0.7,4468,149,72.48,54.5,54464 51 | 6.9,376,0.6,4566,173,70.29,62.9,97203 52 | -------------------------------------------------------------------------------- /docs/csv-datasets/occupational_prestige_data.csv: -------------------------------------------------------------------------------- 1 | occupational_type,prestige,education,income,percentage_of_women,professional 2 | gov.administrators,68.8,13.11,12351,11.16,yes 3 | general.managers,69.1,12.26,25879,4.02,yes 4 | accountants,63.4,12.77,9271,15.7,yes 5 | purchasing.officers,56.8,11.42,8865,9.11,yes 6 | chemists,73.5,14.62,8403,11.68,yes 7 | physicists,77.6,15.64,11030,5.13,yes 8 | biologists,72.6,15.09,8258,25.65,yes 9 | architects,78.1,15.44,14163,2.69,yes 10 | civil.engineers,73.1,14.52,11377,1.03,yes 11 | mining.engineers,68.8,14.64,11023,0.94,yes 12 | surveyors,62,12.39,5902,1.91,yes 13 | draughtsmen,60,12.3,7059,7.83,yes 14 | computer.programers,53.8,13.83,8425,15.33,yes 15 | economists,62.2,14.44,8049,57.31,yes 16 | psychologists,74.9,14.36,7405,48.28,yes 17 | social.workers,55.1,14.21,6336,54.77,yes 18 | lawyers,82.3,15.77,19263,5.13,yes 19 | librarians,58.1,14.15,6112,77.1,yes 20 | vocational.counsellors,58.3,15.22,9593,34.89,yes 21 | ministers,72.8,14.5,4686,4.14,yes 22 | university.teachers,84.6,15.97,12480,19.59,yes 23 | primary.school.teachers,59.6,13.62,5648,83.78,yes 24 | secondary.school.teachers,66.1,15.08,8034,46.8,yes 25 | physicians,87.2,15.96,25308,10.56,yes 26 | veterinarians,66.7,15.94,14558,4.32,yes 27 | osteopaths.chiropractors,68.4,14.71,17498,6.91,yes 28 | nurses,64.7,12.46,4614,96.12,yes 29 | nursing.aides,34.9,9.45,3485,76.14,no 30 | physio.therapsts,72.1,13.62,5092,82.66,yes 31 | pharmacists,69.3,15.21,10432,24.71,yes 32 | medical.technicians,67.5,12.79,5180,76.04,no 33 | commercial.artists,57.2,11.09,6197,21.03,yes 34 | radio.tv.announcers,57.6,12.71,7562,11.15,no 35 | athletes,54.1,11.44,8206,8.13,no 36 | secretaries,46,11.59,4036,97.51,no 37 | typists,41.9,11.49,3148,95.97,no 38 | bookkeepers,49.4,11.32,4348,68.24,no 39 | tellers.cashiers,42.3,10.64,2448,91.76,no 40 | computer.operators,47.7,11.36,4330,75.92,no 41 | shipping.clerks,30.9,9.17,4761,11.37,no 42 | file.clerks,32.7,12.09,3016,83.19,no 43 | receptionsts,38.7,11.04,2901,92.86,no 44 | mail.carriers,36.1,9.22,5511,7.62,no 45 | postal.clerks,37.2,10.07,3739,52.27,no 46 | telephone.operators,38.1,10.51,3161,96.14,no 47 | collectors,29.4,11.2,4741,47.06,no 48 | claim.adjustors,51.1,11.13,5052,56.1,no 49 | travel.clerks,35.7,11.43,6259,39.17,no 50 | office.clerks,35.6,11,4075,63.23,no 51 | sales.supervisors,41.5,9.84,7482,17.04,no 52 | commercial.travellers,40.2,11.13,8780,3.16,no 53 | sales.clerks,26.5,10.05,2594,67.82,no 54 | newsboys,14.8,9.62,918,7,no 55 | service.station.attendant,23.3,9.93,2370,3.69,no 56 | insurance.agents,47.3,11.6,8131,13.09,no 57 | real.estate.salesmen,47.1,11.09,6992,24.44,no 58 | buyers,51.1,11.03,7956,23.88,no 59 | firefighters,43.5,9.47,8895,0,no 60 | policemen,51.6,10.93,8891,1.65,no 61 | cooks,29.7,7.74,3116,52,no 62 | bartenders,20.2,8.5,3930,15.51,no 63 | funeral.directors,54.9,10.57,7869,6.01,no 64 | babysitters,25.9,9.46,611,96.53,no 65 | launderers,20.8,7.33,3000,69.31,no 66 | janitors,17.3,7.11,3472,33.57,no 67 | elevator.operators,20.1,7.58,3582,30.08,no 68 | farmers,44.1,6.84,3643,3.6,no 69 | farm.workers,21.5,8.6,1656,27.75,no 70 | rotary.well.drillers,35.3,8.88,6860,0,no 71 | bakers,38.9,7.54,4199,33.3,no 72 | slaughterers.1,25.2,7.64,5134,17.26,no 73 | slaughterers.2,34.8,7.64,5134,17.26,no 74 | canners,23.2,7.42,1890,72.24,no 75 | textile.weavers,33.3,6.69,4443,31.36,no 76 | textile.labourers,28.8,6.74,3485,39.48,no 77 | tool.die.makers,42.5,10.09,8043,1.5,no 78 | machinists,44.2,8.81,6686,4.28,no 79 | sheet.metal.workers,35.9,8.4,6565,2.3,no 80 | welders,41.8,7.92,6477,5.17,no 81 | auto.workers,35.9,8.43,5811,13.62,no 82 | aircraft.workers,43.7,8.78,6573,5.78,no 83 | electronic.workers,50.8,8.76,3942,74.54,no 84 | radio.tv.repairmen,37.2,10.29,5449,2.92,no 85 | sewing.mach.operators,28.2,6.38,2847,90.67,no 86 | auto.repairmen,38.1,8.1,5795,0.81,no 87 | aircraft.repairmen,50.3,10.1,7716,0.78,no 88 | railway.sectionmen,27.3,6.67,4696,0,no 89 | electrical.linemen,40.9,9.05,8316,1.34,no 90 | electricians,50.2,9.93,7147,0.99,no 91 | construction.foremen,51.1,8.24,8880,0.65,no 92 | carpenters,38.9,6.92,5299,0.56,no 93 | masons,36.2,6.6,5959,0.52,no 94 | house.painters,29.9,7.81,4549,2.46,no 95 | plumbers,42.9,8.33,6928,0.61,no 96 | construction.labourers,26.5,7.52,3910,1.09,no 97 | pilots,66.1,12.27,14032,0.58,yes 98 | train.engineers,48.9,8.49,8845,0,no 99 | bus.drivers,35.9,7.58,5562,9.47,no 100 | taxi.drivers,25.1,7.93,4224,3.59,no 101 | longshoremen,26.1,8.37,4753,0,no 102 | typesetters,42.2,10,6462,13.58,no 103 | bookbinders,35.2,8.55,3617,70.87,no 104 | -------------------------------------------------------------------------------- /docs/csv-datasets/phone_service_data.csv: -------------------------------------------------------------------------------- 1 | customers,line_maintenance_expense 2 | 25.3,484.6 3 | 36.4,672.3 4 | 37.9,839.4 5 | 45.9,694.9 6 | 53.4,836.4 7 | 66.8,681.9 8 | 78.4,1037 9 | 82.6,1095.6 10 | 93.8,1563.1 11 | 97.5,1377.9 12 | 105.7,1711.7 13 | 124.3,2138.6 14 | -------------------------------------------------------------------------------- /docs/csv-datasets/sharpe_data.csv: -------------------------------------------------------------------------------- 1 | mutual_fund_name,return,risk 2 | Affiliated Fund,14.6,15.3 3 | American Buisness Shares,10,9.2 4 | "Axe-Houghton, Fund A",10.5,13.5 5 | "Axe-Houghton, Fund B",12,16.3 6 | "Axe-Houghton, Stock Fund",11.9,15.6 7 | Bosten Fund,12.4,12.1 8 | Board Street Investing,14.8,16.8 9 | Bullock Fund,15.7,19.3 10 | Commonwealth Investment Company,10.9,13.7 11 | Delaware Fund,14.4,21.4 12 | Dividen Shares,14.4,15.9 13 | Eaton and Howard Balanced Fund,11,11.9 14 | Eaton and Howard Stock Fund,15.2,19.2 15 | Equity Fund,14.6,18.7 16 | Fidelity Fund,16.4,23.5 17 | Financial Industrial Fund,14.5,23 18 | Fundamental Investors,16,21.7 19 | "Group Securities, Common Stock Fund",15.1,19.1 20 | "Group Securities, Fully Administered Fund",11.4,14.1 21 | Incorporated Investors,14,25.5 22 | Investment Company of America,17.4,21.8 23 | Investors Mutual,11.3,12.5 24 | Loomis-Sales Mutual Fund,10,10.4 25 | Massachusetts Investors Trust,16.2,20.8 26 | Massachusetts Investors - Growth Stock,18.6,22.7 27 | National Investors Corporation,18.3,19.9 28 | National Securities - Income Series,12.4,17.8 29 | New England Fund,10.4,10.2 30 | Putnam Fund of Boston,13.1,16 31 | "Scudder, Stevens & Clark Balanced Fund",10.7,13.3 32 | Selected American Shares,14.4,19.4 33 | United Funds - Income Funds,16.1,20.9 34 | Wellington Fund,11.3,12 35 | Wisconsin Fund,13.8,16.9 36 | -------------------------------------------------------------------------------- /docs/csv-datasets/toyota_corolla_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/csv-datasets/toyota_corolla_data.csv -------------------------------------------------------------------------------- /docs/images/CatastrophicFail.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/images/CatastrophicFail.jpg -------------------------------------------------------------------------------- /docs/images/ExcelToCode.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prp1277/Excel/7901f5a3dfe3a1d8f0973681f882692d16f41343/docs/images/ExcelToCode.png -------------------------------------------------------------------------------- /docs/images/excel-icon.png: 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Excel 54.59 MB (153 files, 30 folders)

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  • .editorconfig 202 B
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  • .gitignore 5.80 KB
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  • _config.yml 25 B
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  • LICENSE 1.07 KB
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  • README.md 848 B
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  • renovate.json 46 B
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docs 54.58 MB (147 files, 29 folders)

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csv-datasets 4.98 MB (23 files)

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  • advertising_data.csv 3.97 KB
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  • airfares_data.csv 83.81 KB
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  • auto_data.csv 18.88 KB
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  • big_bang_data.xlsx 20.02 KB
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  • BigBangData.csv 243 B
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  • boston_data.csv 36.25 KB
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  • carseats_data.csv 18.10 KB
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  • challenger_data.csv 229 B
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  • clean_data.csv 1.81 KB
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  • credit_card_data.csv 203.63 KB
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  • DirtyData.xlsx 15.29 KB
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  • djia_sp500_data.csv 347 B
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  • GitHubAPI.csv 4.20 KB
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  • medexpense_data.csv 29.77 KB
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  • MedExpenseData.csv 29.77 KB
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  • mini_medexpense_data.csv 1.83 KB
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  • murder_data.csv 2.00 KB
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  • occupational_prestige_data.csv 4.03 KB
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  • phone_service_data.csv 186 B
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  • README.md 93 B
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  • sharpe_data.csv 1.19 KB
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  • toyota_corolla_data.csv 221.61 KB
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  • zip_code_database.csv 4.30 MB
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images 68.66 KB (3 files)

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  • CatastrophicFail.jpg 8.55 KB
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  • excel-icon.png 6.95 KB
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  • ExcelToCode.png 53.16 KB
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misc 18.27 KB (2 files)

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  • Lease Dates.xlsx 8.36 KB
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  • Timesheet.xlsx 9.92 KB
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PDF-Guides 42.61 MB (42 files, 8 folders)

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  • EssentialVBATerms.pdf 2.93 MB
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  • ExternalLinkErrors.pdf 1.66 MB
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  • M#ReferenceGuide.pdf 1013.67 KB
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  • Pasting-Data-Types.pdf 1006.03 KB
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  • PowerBICheatSheet.pdf 1.02 MB
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  • VBA-21Questions.pdf 1.71 MB
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  • VBA-Cells&Ranges.pdf 581.38 KB
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  • VBA-CheatSheet.docx 439.64 KB
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  • VBA-CompleteGuide.pdf 610.91 KB
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  • VBA-DeleteSheet.html 82.15 KB
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  • VBA-ErrorHandling.pdf 709.51 KB
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  • VBA-Intro.pdf 800.85 KB
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  • VBA-ObjectModel.pdf 564.20 KB
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  • VBA-Pivots.pdf 600.93 KB
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  • VBA-PivotTableGuide.pdf 1.08 MB
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  • VBA-PivotTables.pdf 941.80 KB
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  • VBA-R1C1Notation.pdf 2.26 MB
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  • VBA-Tutorial1.pdf 831.28 KB
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  • VBA-Variables.pdf 2.20 MB
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  • VBA-Workbook.pdf 599.46 KB
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  • VBA-Worksheet.pdf 597.90 KB
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MagicTricksForDataWizards-V2 20.60 MB (21 files, 7 folders)

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  • Magic-Tricks-for-Data-Wizards.pdf 6.86 MB
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  • Magic-Tricks-for-Data-Wizardsv201802.pdf 9.16 MB
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Chapter1-MergeTables 972.18 KB (2 files)
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  • MergeTables-Finished.xlsx 508.75 KB
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  • MergeTables-Start.xlsx 463.43 KB
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Chapter2-Grouping 466.66 KB (2 files)
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  • Grouping-Finished.xlsx 242.03 KB
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  • Grouping-Start.xlsx 224.64 KB
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Chapter3-CombiningFilesfromFolder 787.65 KB (9 files, 1 folder)
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  • Chapter3-CombiningFilesfromFolder.xlsx 367.12 KB
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  • FilesFromFolder.pbix 179.15 KB
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SalesReports 241.38 KB (7 files)
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  • 01-January.xlsx 34.07 KB
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  • 01-January-Copy.xlsx 34.07 KB
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  • 02-February.xlsx 33.87 KB
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  • 03-March.xlsx 33.24 KB
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  • 04-April.xlsx 31.63 KB
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  • 05-May.xlsx 32.82 KB
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  • 06-June.xlsx 41.67 KB
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Chapter4-DynamicCalendarTable 817.92 KB (2 files)
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  • DynamicCalendarTable-Finished.pbix 736.74 KB
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  • DynamicCalendarTable-Finished.xlsx 81.18 KB
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Chapter5-TimeIntelligence 1.14 MB (2 files)
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  • TimeIntelligence-Finished.xlsx 530.59 KB
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  • TimeIntelligence-Start.xlsx 634.54 KB
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Chapter6-WorkingwithSegments 476.93 KB (2 files)
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  • CreatingSegments-Finished.xlsx 248.81 KB
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  • CreatingSegments-Start.xlsx 228.12 KB
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PowerQuery 1.30 MB (14 files, 2 folders)

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  • README.md 145 B
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Queries 28.73 KB (8 files)

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  • CareerOneStop.pq 3.30 KB
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  • DateTable.pq 892 B
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  • iexQuery.pq 18.28 KB
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  • ImportPDF.pq 165 B
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  • Index.pq 1.05 KB
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  • IndexCreator.pq 2.13 KB
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  • ParamTables.pq 770 B
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  • Swapi.pq 2.18 KB
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QueryWorkbooks 1.28 MB (5 files)

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  • GithubEventsQuery.xlsx 329.48 KB
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  • index.xlsx 144.80 KB
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  • ParameterTables.xlsx 108.16 KB
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  • SAC-1.0.0.xlsx 467.75 KB
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  • SwapiAPI.xlsx 255.42 KB
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ScriptLab 107.61 KB (3 files)

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  • ImportJsonData.js 106.28 KB
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Shortcuts&Formulas 1.93 MB (6 files)

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  • Buyer-Shortcuts.pdf 120.31 KB
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  • Excel-Formulas.pdf 684.64 KB
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  • Excel-Functions.xlsx 173.33 KB
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  • Excel-Shortcuts.xlsx 23.67 KB
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  • OneNote-Shortcuts.pdf 625.56 KB
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  • Windows-7-Keyboard-Shortcuts.pdf 350.12 KB
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Templates 25.06 KB (2 files)

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  • Excel Customizations.exportedUI 3.84 KB
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  • PERSONAL.xlsb 21.22 KB
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VBA 3.54 MB (52 files, 10 folders)

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  • VBA-Functions.xlsx 68.28 KB
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MacroWorkbooks 3.41 MB (32 files, 8 folders)

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  • ExcelLocationMacro.xlsm 20.65 KB
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  • GetWbFileInfo.xlsm 15.22 KB
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  • HyperlinkFileList.xlsm 131.18 KB
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  • JobURLMacro.xlsm 23.98 KB
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  • MacroWorkbook.xlsm 13.53 KB
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  • OneNote-Markdown-Compiler.xlsm 35.10 KB
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  • PTableTemplate.xltx 10.30 KB
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  • Todays Market Recap.xlsm 265.25 KB
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Lynda-Learning-Excel2016_MacrosInDepth 2.91 MB (24 files, 7 folders) 238 |
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Chapter01 392.04 KB (4 files)
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  • Introduction.xlsm 113.29 KB
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  • Introduction-after recording.xlsm 110.18 KB
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  • Large Macro ExampIe.xlsm 148.90 KB
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  • Profits.xlsx 19.67 KB
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Chapter02 238.58 KB (3 files)
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  • Phone List.xlsm 27.46 KB
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  • Playback_Button.xlsm 103.82 KB
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  • Playback_Ribbon.xlsm 107.30 KB
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Chapter03 205.41 KB (2 files)
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  • UsefulMacros.xlsm 101.43 KB
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  • WorkbookWithMacros.xlsm 103.99 KB
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Chapter04 211.68 KB (2 files)
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  • AddCode.xlsm 106.43 KB
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  • WatchCode.xlsm 105.24 KB
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Chapter05 558.56 KB (4 files)
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  • DoLoops.xlsm 151.54 KB
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  • Interactive.xlsm 184.23 KB
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  • MailingLists.xlsx 111.81 KB
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  • MailingLists-2.xlsx 110.99 KB
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Chapter06 1.24 MB (8 files)
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  • Final.xlsm 198.91 KB
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  • Partial.xlsx 144.48 KB
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  • Partial-2.xlsm 147.97 KB
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  • Partial-3.xlsm 148.01 KB
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  • Partial-4.xlsm 156.26 KB
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  • Partial-5.xlsm 113.25 KB
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  • Partial-6.xlsm 113.49 KB
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  • Scoping.xlsx 248.43 KB
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Chapter07 103.25 KB (1 file)
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scripts 65.09 KB (19 files)

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  • Functions.vb 3.57 KB
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  • HideOnClose.vb 627 B
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  • JobURLCreator.vb 2.48 KB
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  • LoopThroughFileFolder.vb 1.91 KB
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  • OnTimeRefreshTable.vb 742 B
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  • OpenDownloadsFolder.vb 911 B
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  • personal.vb 2.38 KB
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  • PrintAdvancedEditor.vb 1.26 KB
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  • PTable.vb 1.37 KB
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  • QuickFormat.vb 478 B
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  • VBACode.vb 7.40 KB
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