Table of Contents
To retrieve the first column of a Pandas DataFrame, use the syntax “dataframe_name[‘column_name’]” where “dataframe_name” is the name of the DataFrame and “column_name” is the name of the desired column. This will return a Series object containing the values from the first column of the DataFrame. Alternatively, you can use the index location of the column by using “iloc[0]” after the DataFrame name. This will return the first column as a Series object.
Get First Column of Pandas DataFrame (With Examples)
You can use the following syntax to get the first column of a pandas DataFrame:
df.iloc[:, 0]
The result is a pandas Series. If you’d like the result to be a pandas DataFrame instead, you can use the following syntax:
df.iloc[:, :1]The following examples show how to use this syntax in practice.
Example 1: Get First Column of Pandas DataFrame (Return a Series)
The following code shows how to get the first column of a pandas DataFrame:
import pandas as pd #create DataFrame df = pd.DataFrame({'points': [25, 12, 15, 14, 19, 23, 25, 29], 'assists': [5, 7, 7, 9, 12, 9, 9, 4], 'rebounds': [11, 8, 10, 6, 6, 5, 9, 12]}) #view DataFrame print(df) points assists rebounds 0 25 5 11 1 12 7 8 2 15 7 10 3 14 9 6 4 19 12 6 5 23 9 5 6 25 9 9 7 29 4 12 #get first column first_col = df.iloc[:, 0] #view first columnprint(first_col) 0 25 1 12 2 15 3 14 4 19 5 23 6 25 7 29 Name: points, dtype: int64
The result is a pandas Series:
#check type of first_colprint(type(first_col)) <class 'pandas.core.series.Series'>
Example 2: Get First Column of Pandas DataFrame (Return a DataFrame)
The following code shows how to get the first column of a pandas DataFrame and return a DataFrame as a result:
#get first column (and return a DataFrame) first_col = df.iloc[:, :1] #view first columnprint(first_col) points 0 25 1 12 2 15 3 14 4 19 5 23 6 25 7 29 #check type of first_col print(type(first_col)) <class 'pandas.core.frame.DataFrame'>
Cite this article
stats writer (2024). How to retrieve the first column of a Pandas DataFrame?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-to-retrieve-the-first-column-of-a-pandas-dataframe/
stats writer. "How to retrieve the first column of a Pandas DataFrame?." PSYCHOLOGICAL SCALES, 2 May. 2024, https://scales.arabpsychology.com/stats/how-to-retrieve-the-first-column-of-a-pandas-dataframe/.
stats writer. "How to retrieve the first column of a Pandas DataFrame?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-to-retrieve-the-first-column-of-a-pandas-dataframe/.
stats writer (2024) 'How to retrieve the first column of a Pandas DataFrame?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-to-retrieve-the-first-column-of-a-pandas-dataframe/.
[1] stats writer, "How to retrieve the first column of a Pandas DataFrame?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, May, 2024.
stats writer. How to retrieve the first column of a Pandas DataFrame?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.
