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The Extended Family: Data Visualization with Matplotlib: Uncharted

Courses Data Visualization with MatplotlibThe Extended Family

The Extended Family

Choose and build specialized forms for composition, grids, and uncertainty.

Data Visualization with Matplotlib
Unit 11 of 12
20 lessons
162 min
420 XP

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Lessons

20 total

1The Right Chart QuizMatch ten data questions to chart forms that answer them directly.InteractiveConcept8 min20 XPOpen
2Pie, with CareBuild a restrained three slice pie chart with readable percentage labels.CodeConcept8 min20 XPOpen
3When Pie LiesRecognize when a crowded pie chart hides close comparisons.InteractiveConcept8 min20 XPOpen
4Fix the Pie ExplosionRepair a crowded pie by replacing it with a sorted horizontal bar chart.CodeConcept8 min20 XPOpen
5Stacked AreasUse a stackplot to show how traffic sources contribute to a changing total.CodeConcept8 min20 XPOpen
6The Hundred Percent StackNormalize stacked bars so each period shows source shares of one whole.CodeConcept8 min20 XPOpen
7Error Bars AppearDraw estimates with vertical uncertainty ranges using error bars.CodeConcept8 min20 XPOpen
8Bars with CapsAdd capped uncertainty ranges to a bar comparison.CodeConcept8 min20 XPOpen
9Overlap Means CautionRead overlapping error bars without claiming a difference the chart cannot prove.InteractiveConcept8 min20 XPOpen
10The HeatmapRender a nested list grid as a heatmap with labeled axes.CodeConcept8 min20 XPOpen
11Label the CellsPlace each heatmap value inside its corresponding cell.CodeConcept8 min20 XPOpen
12A Ruler for the HeatAdd a colorbar that translates heatmap colors back into values.CodeConcept8 min20 XPOpen
13The Correlation GridTurn a DataFrame correlation matrix into a centered diverging heatmap.CodeConcept8 min20 XPOpen
14The Dot PlotBuild a Cleveland dot plot for a calm ranked comparison.CodeConcept8 min20 XPOpen
15The Slope ChartConnect before and after values with one line per item.CodeConcept8 min20 XPOpen
16LollipopsUse stems and markers as a lighter alternative to bars.CodeConcept8 min20 XPOpen
17The Uncertain ForecastCombine a forecast line, widening band, and endpoint error bars.CodePractice8 min20 XPOpen
18Which Chart, AgainChoose a specialized chart for a demanding analytical scenario.InteractiveConcept8 min20 XPOpen
19Special WorkoutBuild a labeled heatmap with a synchronized colorbar from a prose specification.CodePractice8 min20 XPOpen
20Special Charts Mastery CheckCombine part to whole, gridded data, and uncertainty in one coherent figure.CodeMastery check10 min40 XPOpen

Tell the Story The Dashboard