Struggling with visualization

Question

I have a dataset like these

Weather	Day	Total	Abo	Noabo
1	1	500	250	250
2	2	450	250	200
1	3	550	350	200
1	4	530	330	200
2	5	420	220	200
3	6	250	200	50
4	7	150	140	10
1	8	600	350	250
3	9	220	200	20
4	10	110	90	20
3	11	170	120	50
3	12	160	150	10
2	13	380	280	100
4	14	490	290	200

Total is the number of people using pubic transport, abo is people using public transport and have discount, Noabo is people having no discount, but using public transport. Weather shows the situation of weather.

Now I would Like To create A histogram in which the Y AXIS shows the TOTAL and X AXIS shows WEATHER. I want that the bars shows the count number of ABO and NOABO.

I don’t know how to do that and before my question was closed, despite that the suggested question didn’t answered it. they did not answer my question!!!!!

I try this

sns.histplot(data=data, x="weather", y="total", hue=["registered","casual"])

I am expecting something like this

Where survived and not survived represent abo and noabo

Asked By: Jau

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Source

Answer 1

You description is not fully clear. For instance what do you want to do with "Day"?

Do you want:

df.set_index('Weather')[['Abo', 'Noabo']].plot.bar(stacked=True)

output:

Or maybe:

df.set_index(['Weather', 'Day'])[['Abo', 'Noabo']].plot.bar(stacked=True)

with aggregation as sum on the Weather

df.groupby('Weather')[['Abo', 'Noabo']].sum().plot.bar(stacked=True)

Output:

Answered By: mozway

Struggling with visualization

Question:

Answers:

with aggregation as sum on the Weather

Weather	Day	Total	Abo	Noabo
1	1	500	250	250
2	2	450	250	200
1	3	550	350	200
1	4	530	330	200
2	5	420	220	200
3	6	250	200	50
4	7	150	140	10
1	8	600	350	250
3	9	220	200	20
4	10	110	90	20
3	11	170	120	50
3	12	160	150	10
2	13	380	280	100
4	14	490	290	200

Weather	Day	Total	Abo	Noabo
1	1	500	250	250
2	2	450	250	200
1	3	550	350	200
1	4	530	330	200
2	5	420	220	200
3	6	250	200	50
4	7	150	140	10
1	8	600	350	250
3	9	220	200	20
4	10	110	90	20
3	11	170	120	50
3	12	160	150	10
2	13	380	280	100
4	14	490	290	200

Weather	Day	Total	Abo	Noabo
1	1	500	250	250
2	2	450	250	200
1	3	550	350	200
1	4	530	330	200
2	5	420	220	200
3	6	250	200	50
4	7	150	140	10
1	8	600	350	250
3	9	220	200	20
4	10	110	90	20
3	11	170	120	50
3	12	160	150	10
2	13	380	280	100
4	14	490	290	200