I have the following dataframe:
I'm trying to plot a bar chart, with x as 'config names', y as 'value', and one bar per month (one bin per month). I'm not sure how to do this, any ideas?
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2 Answers
If you have your data in a pandas DataFrame (let's say df), it's rather easy:
import seaborn as sns
sns.barplot(x='config names', y='value', data='df')
I'm not sure what you mean by one bin per month. The bins here are your x axis.
If you mean you want to split different months into different bins then you should just add them to the hue parameter.
import seaborn as sns
sns.barplot(x='config names', y='value', data='df', hue='month')
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I may not understand what you ask but it looks like this So I suggest you do a pivot table with your dataframe. Let's say your dataframe variable name is df, can you try this :
import pandas as pd
import numpy as np
pt_df = pd.pivot_table(
df,
values=['value'],
columns=['month'],
aggfunc=np.sum
).plot(kind='bar')
