pythonpandasmatplotlibgeopandas
How can I increase the number of bins for my plot using pandas / geopandas?
Currently a lot of my data is showing with a huge range of values in one bin - all data goes from 0 to 1.31, but my top bin colour is holding 0.15 to 1.31.
This is my code to plot:
merged.plot(column='vaccinations_per_person', scheme="quantiles", figsize=(25, 20),
legend=True, norm=colour, cmap='Oranges', missing_kwds =
dict(color = "lightgrey", label = "No Data"))
plt.title('Vaccinations per Person',fontsize=25)
And this is my legend:
Solution
You can do it easily by specifying the number of bins as k=10 (if you want 10).
merged.plot(column='vaccinations_per_person', scheme="quantiles", figsize=(25, 20),
legend=True, norm=colour, cmap='Oranges', missing_kwds =
dict(color = "lightgrey", label = "No Data"), k=10)
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