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plan.txt
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PART 1: FIGURES AND AXES
- Matplotlib the quick way or the proper way
- Creating a Figure with one Axes
- Creating a Figure with multiple Axes
-- Control over Axes selection in plotting
PART 2: BASIC PLOTTING AND IMAGE DISPLAY
- ax.plot
- Color, line, symbol control
- Setting titles and labels
- Adding a legend
- ax.scatter
- Marker sizes and colours
- ax.imshow
- Colorbars and colour scales
- Image and data coords
-- extents and axes limits
PART 3: COMMON DATAVIZ TASKS AND PLOT TYPES
- Scatter over image
- contours
- Histograms
PART 4: AESTHETIC CONTROL; COLOURS, FONTS, LABELS, LEGENDS, COLOUR BARS
- Axis scaling
- Linewidths
- Hspan, Hlines
- Grid toggling
- zorder, alpha
- Subplots: figsize, sharex/sharey, hspace, wspace, width_ratios
PART 5: PANDAS, GEOPANDAS, AND CONTEXTILY
axis toggling
showing scattered points, lines and polygons
choropleths
scatter plot over outlines
Adding backdrop
zoom indicator