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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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