Contents
Chapter1IntroductiontoDataVisualizationTools..................................................................3
1.1.IntroductiontoDataVisualization.................................................................................7
1.2.IntroductiontoMatplotlib...........................................................................................11
1.3.BasicPlottingwithMatplotlib......................................................................................14
1.4.DatasetonImmigrationtoCanada..............................................................................18
1.5.LinePlots......................................................................................................................19
Quiz:Introduction toDataVisualization
T
ools
....................................................21
Chapter2BasicandSpecializedVisualizationTools...............................................................23
A.BasicVisualizationTools..............................................................................................23
2.1.AreaPlots.....................................................................................................................23
2.2.Histograms....................................................................................................................26
2.3.BarCharts.....................................................................................................................29
Quiz:
BasicVisualization
T
ools
..................................................................................31
B.SpecializedVisualizationTools.....................................................................................33
2.4.PieCharts......................................................................................................................33
2.5.BoxPlots.......................................................................................................................35
2.6.ScatterPlots..................................................................................................................37
Quiz:
SpecializedVisualizationT
ools
.......................................................................38
Chapter3AdvancedVisualizationsandGeos patialData........................................................41
A.AdvancedVisualizationTools.......................................................................................42
3.1.WaffleCharts................................................................................................................42
3.2.WordClouds.................................................................................................................43
3.3.SeabornandRegressionPlots......................................................................................43
Quiz:
AdvancedVisualization
T
ools
..........................................................................45
B.VisualizingGeospatialData..........................................................................................48
3.4.IntroductiontoFolium.................................................................................................48
3.5.MapswithMarkers.......................................................................................................49
3.6.ChoroplethMaps..........................................................................................................51
Quiz:
VisualizingGeospatialData
.............................................................................54
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