How can I add a suffix to column names in Pandas?

How can I add a suffix to column names in Pandas?

Pandas is a popular Python library used for data analysis and manipulation. It offers a variety of functions and methods to make data manipulation easier and more efficient. One common task in data analysis is to add a suffix to column names, which can be easily accomplished in Pandas. This can be done by using the “add_suffix” method, which allows for the addition of a chosen suffix to all column names in a dataframe. This simple yet powerful function can save time and effort in renaming columns and can be used for various data analysis tasks. Overall, Pandas offers a user-friendly solution for adding suffixes to column names, making it a valuable tool for data analysts and scientists.

Pandas: Add Suffix to Column Names


You can use the following methods to add a suffix to column names in a pandas DataFrame:

Method 1: Add Suffix to All Column Names

df = df.add_suffix('_my_suffix')

Method 2: Add Suffix to Specific Column Names

#specify columns to add suffix to
cols = ['col1', 'col3']

#add suffix to specific columns
df = df.rename(columns={c: c+'_my_suffix' for c in df.columnsif c in cols})

The following examples show how to use each of these methods with the following pandas DataFrame:

import pandas as pd
#create DataFrame
df = pd.DataFrame({'points': [25, 12, 15, 14, 19, 23],
                   'assists': [5, 7, 7, 9, 12, 9],
                   'rebounds': [11, 8, 10, 6, 6, 5],
                   'blocks': [6, 6, 3, 2, 7, 9]})

#view DataFrame
print(df)

   points  assists  rebounds  blocks
0      25        5        11       6
1      12        7         8       6
2      15        7        10       3
3      14        9         6       2
4      19       12         6       7
5      23        9         5       9

Method 1: Add Suffix to All Column Names

The following code shows how to add the suffix ‘_total’ to all column names:

#add '_total' as suffix to each column name
df = df.add_suffix('_total')

#view updated DataFrame
print(df)

   points_total  assists_total  rebounds_total  blocks_total
0            25              5              11             6
1            12              7               8             6
2            15              7              10             3
3            14              9               6             2
4            19             12               6             7
5            23              9               5             9

Notice that the suffix ‘_total’ has been added to all column names.

Note: To add a prefix to column names, simply use add_prefix instead.

Method 2: Add Suffix to Specific Column Names

The following code shows how to add the suffix ‘_total’ to only the points and assists columns:

#specify columns to add suffix to
cols = ['points', 'assists']

#add _'total' as suffix to specific columns
df = df.rename(columns={c: c+'_total' for c in df.columns if c in cols})

#view updated DataFrame
print(df)

   points_total  assists_total  rebounds  blocks
0            25              5        11       6
1            12              7         8       6
2            15              7        10       3
3            14              9         6       2
4            19             12         6       7
5            23              9         5       9

Notice that the suffix ‘_total’ has only been added to the points and assists columns.

Cite this article

stats writer (2024). How can I add a suffix to column names in Pandas?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-can-i-add-a-suffix-to-column-names-in-pandas/

stats writer. "How can I add a suffix to column names in Pandas?." PSYCHOLOGICAL SCALES, 26 Jun. 2024, https://scales.arabpsychology.com/stats/how-can-i-add-a-suffix-to-column-names-in-pandas/.

stats writer. "How can I add a suffix to column names in Pandas?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-can-i-add-a-suffix-to-column-names-in-pandas/.

stats writer (2024) 'How can I add a suffix to column names in Pandas?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-can-i-add-a-suffix-to-column-names-in-pandas/.

[1] stats writer, "How can I add a suffix to column names in Pandas?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, June, 2024.

stats writer. How can I add a suffix to column names in Pandas?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.

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