Seaborn FacetGrid Stacked Bar Chart

Question

is it possible to create a stacked barchart facetgrid with seaborn?

g = sns.FacetGrid(data, col="city", col_order=cities, col_wrap=3, height=5)
g = g.map(plt.plot, x="date", y="value", hue='time_bin', stacked=True, marker=".")

unfortunately does not work.

Can you provide sample data? What's `cities`? – Quang Hoang May 15 '19 at 16:43 — Quang Hoang, May 15 '19 at 16:43
@QuangHoang cities is just a list of city names :) – Fabian Bosler May 16 '19 at 06:29 — Fabian Bosler, May 16 '19 at 06:29

score 3 · Accepted Answer · answered May 15 '19 at 17:05

3

From what I can guess from your code, it can be done with plt:

fig, axes = plt.subplots(5,3,figsize=(12,20))
axes = axes.flatten()

for city,ax in zip(cities,axes):
    df = data[data.city==city].groupby(['date','time_bin']).value.count()
    df.unstack().plot.bar(ax=ax, stacked=True)

Output:

answered May 15 '19 at 17:05

Quang Hoang

146,074
10
56
74

Pretty amazing, its sort of the same solution I ended up with :D Although its not seaborn, is it? – Fabian Bosler May 16 '19 at 06:28

Seaborn FacetGrid Stacked Bar Chart

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