0
$\begingroup$

I am trying to plot the data in a loop, I am using the below code to build the plot. but Its running for all the loop, I can see the column name is getting printed for all th but its building the plot for only the last one. is there anything I have add extra to generate the plot for individual iteration?

for (index, colname) in enumerate(df):
    print(colname)
    counts = df[colname].value_counts(dropna=False)
    counts.plot.bar(title=colname, grid=True)
Improve this question
$\endgroup$

1 Answer 1

Reset to default
0
$\begingroup$

I think the thing is that by calling the drawing function, you are constantly redrawing the same figure. Try to create a figure every time:

import matplotlib.pyplot as plt
for (index, colname) in enumerate(df):
    print(colname)
    plt.figure()
    counts = df[colname].value_counts(dropna=False)
    counts.plot.bar(title=colname, grid=True)

You can also divide one drawing into many parts and draw several graphs at a time using matplotlib subplots. matplotlib subplots doc

Improve this answer
$\endgroup$
1
  • $\begingroup$ Fantastic, Thanks for the subplot tip. $\endgroup$ Commented Dec 3, 2022 at 16:48

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service and acknowledge you have read our privacy policy.

Start asking to get answers

Find the answer to your question by asking.

Ask question

Explore related questions

See similar questions with these tags.