How to access each pandas row at a time

Question

I have imported pandas dataframe from a csv file. I am trying to access each row at a time in a loop.

I have written this code:

import pandas as pd

df = pd.read_csv(“/home/user/data1”)

for row in df:
    print (row)

But it is not the content of the row. For example, if the row has email ID, then it is printing like this:

a
b
c
@
g
m
a
I
l
.
c
o
m

Please help

Answer 1

The code you are using will iterator through each character of each row and that’s why you get that output.

Try this code:

import pandas as pd

df = pd.read_csv(“/home/user/data1”)

for row in df.iterrows():
    print (row)