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Matplotlib challenges

Figures, axes and artists — what actually draws your chart.

62 exercises

1. Foundations

Figure, Axes and Artistlesson 1

Create a figure and axes with plt.subplots(), and return the type name of the f…1
Make a figure with four Axes in a 2×2 grid, and return how many Axes the figure…2
Plot delhi against days and return the type name of the artist that ax.plot() h…3

plt versus axlesson 2

Your first plotlesson 3

Plot delhi and mumbai against days on the same Axes, then return how many lines…1
Plot delhi, label the x axis "day" and the y axis "cups", and title it "Cups so…2
Plot both cities with label= set to "Delhi" and "Mumbai", add a legend, and ret…3

Showing and savinglesson 4

2. The plot types

Lineslesson 5

Scatter plotslesson 6

Bar chartslesson 7

Distributionslesson 8

3. Making it readable

Ticks and labelslesson 9

Scales and limitslesson 10

Colourlesson 11

Annotationlesson 12

4. Layout

Subplot gridslesson 13

Uneven layoutslesson 14

Making it fitlesson 15

5. In practice

Styles and rcParamslesson 16

Plotting from pandaslesson 17

Charts you can reuselesson 18

6. Capstones

Capstone: a dashboardcapstone

Capstone: a figure fit to publishcapstone