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Here's my data:

index       Notifications  Pct
2022-05-31  35336.0        36.0
2022-06-30  18365.0        38.0
2022-07-31  12851.0        31.0
2022-08-31  18650.0        19.0
2022-09-30  5665.0  NaN

enter image description here

The month marker is one month off. July should be lower than August, not higher. The index is from:

data.resample('m', on='Notif Date').count()

The code I am using is:

plt.plot(df['Notifications'], color='C2', lw=4 , marker='s', label='Open Notifications');

It seems to me that while the index plots according to the last date of the resample (i.e. 8/31), pyplot is using the first of the month to plot, thereby a gap of a month is created.

eatkimchi
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