In the world of data science there are myriad tools available to analyzedata. This book describes some of thepopular software application tools along with the processes for downloading andusing them in the most optimum fashion. The content includes data analysis using Microsoft Excel, KNIME, R, andOpenOffice (Spreadsheet). Each of these tools will be used to apply statisticalconcepts including confidence intervals, normal distribution, T-Tests, linearregression, histograms, and geographic analysis using real data from FederalGovernment sources. Features: Analyzes data using popularapplications such as Excel, R, KNIME, and OpenOffice Covers statistical conceptsincluding confidence intervals, normal distribution, T-Tests, linear regression,histograms, andgeographic analysis Capstone exercises analyze data using the different softwarepackages