Get Excel Value by Row and Column in Python Pandas – Python Pandas Tutorial

In this tutorial, we will introduce how to get a excel value by row and column using python pandas. You can try this example by our steps.

Step 1: Read excel file by python pandas

import pandas as pd

excel_file = "excel_test.xlsx"
data = pd.read_excel(excel_file)
print(data)

We will get:

Step 2: Show all column name

print(type(data.columns), data.columns.tolist())

We will see:

<class 'pandas.core.indexes.base.Index'> ['Name', 'Age']

Step 3: Get value by row and column

From above, we have got column names, we can get all data in one column by:

x = data["Name"]

Here we will get all data in Name column.

However,  If we want to get all column value row by row, we can do as follows:

for i in data.index:
    print(i)
    v = data.at[i, "Name"]
    print(v)

Here i is the index number. Run this code, we will get:

0
Tom
1
Jack
2
Steve
3
Ricky