├── .gitattributes ├── 9781484258286.jpg ├── Chapter01 ├── Listing1-11.R ├── Listing1-13.R ├── Listing1-14.R ├── Listing1-15.R ├── Listing1-16.R ├── Listing1-17.R ├── Listing1-18.R └── VisualCodeTemplate.R ├── Chapter02 ├── BubbleChart │ ├── BubbleChartCode.R │ ├── FakeData.xlsx │ ├── FakeFootballLeagueData.csv │ ├── PBI_FakeFootballLeague.pbix │ └── input.csv ├── Callout │ ├── CalloutChart.pbix │ ├── CalloutChartCode.R │ ├── calloutChartData.csv │ └── input.csv ├── Forecast │ ├── Forecast.pbix │ ├── ForecastCode.R │ ├── dwpageviews-20150701-20191231.csv │ ├── input.csv │ └── ljpageviews-20160618-20191231.csv ├── LineChartWithShade │ ├── GDP.csv │ ├── LineChartWithShadePBI - Copy.pbix │ ├── LineChartWithShadePBI.pbix │ ├── LineChartWithShadePBICode.R │ ├── PoliticalInfoWithGDP.csv │ ├── PoliticalInfoWithGDP.xlsx │ └── input.csv ├── Map │ ├── DataWrangling.xlsx │ ├── MapExample.pbix │ ├── chartdata.csv │ ├── input.csv │ └── stateMapCode.R ├── QuadChart │ ├── QuadChart.pbix │ ├── chartData.csv │ ├── createChartData.R │ ├── input.csv │ └── quadChartCode.R └── RegressionLine │ ├── RegressionLine.R │ ├── RegressionLine.pbix │ ├── input.csv │ └── women.csv ├── Chapter03 ├── Chapter01_README.md ├── Python_Code │ ├── CodeToCreateModel.py │ ├── CombineRollingMonths.py │ ├── Data │ │ ├── BostonHousingInfo.csv │ │ ├── EmailAddresses.csv │ │ └── SalesData │ │ │ ├── 2010-12-01.csv │ │ │ ├── 2011-01-01.csv │ │ │ ├── 2011-02-01.csv │ │ │ ├── 2011-03-01.csv │ │ │ ├── 2011-04-01.csv │ │ │ ├── 2011-05-01.csv │ │ │ ├── 2011-06-01.csv │ │ │ ├── 2011-07-01.csv │ │ │ ├── 2011-08-01.csv │ │ │ ├── 2011-09-01.csv │ │ │ ├── 2011-10-01.csv │ │ │ ├── 2011-11-01.csv │ │ │ ├── 2011-12-01.csv │ │ │ ├── 2012-01-01.csv │ │ │ ├── 2012-02-01.csv │ │ │ ├── 2012-03-01.csv │ │ │ ├── 2012-04-01.csv │ │ │ ├── 2012-05-01.csv │ │ │ ├── 2012-06-01.csv │ │ │ ├── 2012-07-01.csv │ │ │ ├── 2012-08-01.csv │ │ │ ├── 2012-09-01.csv │ │ │ ├── 2012-10-01.csv │ │ │ ├── 2012-11-01.csv │ │ │ ├── 2012-12-01.csv │ │ │ ├── 2013-01-01.csv │ │ │ ├── 2013-02-01.csv │ │ │ ├── 2013-03-01.csv │ │ │ ├── 2013-04-01.csv │ │ │ ├── 2013-05-01.csv │ │ │ ├── 2013-06-01.csv │ │ │ ├── 2013-07-01.csv │ │ │ ├── 2013-08-01.csv │ │ │ ├── 2013-09-01.csv │ │ │ ├── 2013-10-01.csv │ │ │ ├── 2013-11-01.csv │ │ │ ├── 2013-12-01.csv │ │ │ └── 2014-01-01.csv │ ├── Models │ │ └── model │ ├── ScoreData.py │ ├── UseRegularExpressionToFilterBadEmailAddresses.py │ └── ch01__Python.pbix └── R_Code │ ├── CombineRollingMonths.R │ ├── Data │ ├── BostonHousingInfo.csv │ ├── EmailAddresses.csv │ └── SalesData │ │ ├── 2010-12-01.csv │ │ ├── 2011-01-01.csv │ │ ├── 2011-02-01.csv │ │ ├── 2011-03-01.csv │ │ ├── 2011-04-01.csv │ │ ├── 2011-05-01.csv │ │ ├── 2011-06-01.csv │ │ ├── 2011-07-01.csv │ │ ├── 2011-08-01.csv │ │ ├── 2011-09-01.csv │ │ ├── 2011-10-01.csv │ │ ├── 2011-11-01.csv │ │ ├── 2011-12-01.csv │ │ ├── 2012-01-01.csv │ │ ├── 2012-02-01.csv │ │ ├── 2012-03-01.csv │ │ ├── 2012-04-01.csv │ │ ├── 2012-05-01.csv │ │ ├── 2012-06-01.csv │ │ ├── 2012-07-01.csv │ │ ├── 2012-08-01.csv │ │ ├── 2012-09-01.csv │ │ ├── 2012-10-01.csv │ │ ├── 2012-11-01.csv │ │ ├── 2012-12-01.csv │ │ ├── 2013-01-01.csv │ │ ├── 2013-02-01.csv │ │ ├── 2013-03-01.csv │ │ ├── 2013-04-01.csv │ │ ├── 2013-05-01.csv │ │ ├── 2013-06-01.csv │ │ ├── 2013-07-01.csv │ │ ├── 2013-08-01.csv │ │ ├── 2013-09-01.csv │ │ ├── 2013-10-01.csv │ │ ├── 2013-11-01.csv │ │ ├── 2013-12-01.csv │ │ └── 2014-01-01.csv │ ├── Models │ └── model.rds │ ├── ScoreData.R │ ├── UseRegularExpressionToFilterBadEmailAddresses.R │ └── ch01_R.pbix ├── Chapter05 ├── Chapter03_README.md ├── Data │ ├── AdventureWorksDW_StarSchema.zip │ ├── CreateLoadHistoryLog.sql │ └── SQL_to_Populate_database.sql ├── Python │ ├── ReadLog_DimDate.py │ ├── ReadLog_DimProduct.py │ ├── ReadLog_DimPromotion.py │ ├── ReadLog_DimSalesTerritory.py │ ├── ReadLog_FactInternetSales.py │ └── ch03_Python.pbix └── R │ ├── ReadLog_DimDate.R │ ├── ReadLog_DimProduct.R │ ├── ReadLog_DimPromotion.R │ ├── ReadLog_DimSalesTerritory.R │ ├── ReadLog_FactInternetSales.R │ └── ch03_R.pbix ├── Chapter06 ├── Python │ ├── GetVariableInfo.py │ ├── PythonScript.py │ └── ch04_Python.pbix ├── R │ ├── CodeSnippets.R │ ├── GetData.R │ ├── RScript.R │ ├── RScript_Old.R │ ├── RandomSnippets.R │ ├── ch04_R.pbix │ ├── population_rawdata.csv │ ├── race.csv │ └── v17.csv └── README.md ├── Chapter07 ├── Data │ ├── Comments.csv │ ├── DimEmployee.csv │ ├── Production_Grouped.csv │ └── yelp_training_set_review_sample.csv ├── Python │ ├── CleanComments.py │ ├── CountWords.py │ ├── ScrubNameScript.py │ └── monitoredProducts.py └── R │ ├── CleanComments.R │ ├── CountWordAndSentences.R │ ├── ScrubNameScript.R │ └── monitoredProducts.R ├── Chapter08 ├── Data │ └── EmployeeList.csv ├── Python │ ├── DistanceCalculation_Custom.py │ ├── DistanceCalculation_HaversineFunction.py │ └── GeocodeAddress.py └── R │ ├── DistanceCalculation_Custom.R │ ├── DistanceCalculation_distHaversine.R │ └── GeocodeAddresses.R ├── Chapter09 ├── Data │ ├── BostonHousingInfo.csv │ ├── SentimentAndToneAnalysisData.csv │ └── yelp_sample_goes_hear.txt ├── Models │ ├── model_Python.pkl │ └── model_R.rds ├── Python │ ├── GetYelpReviewSample.py │ ├── ScoreData.py │ ├── Sentiment.py │ └── Tone.py └── R │ └── ScoreData.R ├── Chapter10 ├── Data │ ├── Delete.txt │ └── GetYelpReviewSample.py ├── Databases │ ├── BostonHousingData.bak │ ├── CalculateDistance.bak │ └── Delete.txt ├── Python │ ├── AddModelToDatabase.py │ ├── Models │ │ └── model.pkl │ ├── calcDistance_Python.sql │ ├── getPythonLibraries.sql │ ├── getSentiments_Python.sql │ └── uspPredictHousePrices_Python.sql └── R │ ├── AddModelStoredProcedure.sql │ ├── AddModelToDatabase.R │ ├── Models │ └── delete.txt │ ├── calcDistinace_R.sql │ ├── getRPackages.sql │ ├── getSentiment_R.sql │ └── uspPredictHousePrices_R.sql ├── Contributing.md ├── LICENSE.txt ├── ReadMe.md └── _Introduction └── pbi.yml /.gitattributes: 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