divide two columns pandas
#If you want to divide column_name1 by column_name2
df['new_column'] = df.column_name1.div(df.column_name2)
divide two columns pandas
#If you want to divide column_name1 by column_name2
df['new_column'] = df.column_name1.div(df.column_name2)
how to divide 1 dataframe into two based on elements of 1 column
df = pd.DataFrame({'Sales':[10,20,30,40,50], 'A':[3,4,7,6,1]})
print (df)
A Sales
0 3 10
1 4 20
2 7 30
3 6 40
4 1 50
s = 30
df1 = df[df['Sales'] >= s]
print (df1)
A Sales
2 7 30
3 6 40
4 1 50
df2 = df[df['Sales'] < s]
print (df2)
A Sales
0 3 10
1 4 20
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