Predictive Hacks

How to split a Pandas Dataframe into equal parts

We can use numpy to split a dataframe into N equal parts as follows:

import pandas as pd
import numpy as np

df=pd.DataFrame({'A':[1,2,3,4,5,6,7,8,9]})
df

Now let’s split the Dataframe into 3 equal parts.

df_split = np.array_split(df, 3)

Now you can treat the df_split as a list of dataframes.

df_split[0]
df_split[1]
df_split[2]

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