How to plot column from a dataframe
Clash Royale CLAN TAG#URR8PPPHow to plot column from a dataframe
I am trying to plot integer columns of dataframe. I am trying by following way
for i in df:
if df[i].dtypes == 'int64':
df[i].plot.kde()
But it is plotting all in the same graph. I am new to it and would like to know how can I do it?
df.select_dtypes(include=["integer"]).columns.size
DO you want one graph per time, subplots?..
– Joe
yesterday
I would like to have distribution of each column data in one figure
– S.Dasgupta
yesterday
Again, we don't know what df contains and what your desired output is. Please edit your question and provide a Minimal, Complete, and Verifiable example. You probably simply have to add a "plt.legend() plt.show()" after the loop to get your desired output.
– Mr. T
35 mins ago
2 Answers
2
Just try to add plot option in your loop:
for i in df:
if df[i].dtypes == 'int64':
df[i].plot.kde()
plt.show()
If I understand correctly, you need :
df[(df.dtypes == 'int64').index].plot.kde(subplots=True)
#we find the columns that have int64 values and plot all columns in different plot
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This answer may help your question :https://stackoverflow.com/questions/22483588/how-can-i-plot-separate-pandas-dataframes-as-subplots
df.select_dtypes(include=["integer"]).columns.sizecalculates your axis size.– Ceyhun
yesterday