Pandas DataFrame corr() Method

Example

Find the correlation (relationship) between each column in the DataFrame:

import pandas as pd

data = {
"Duration": [50, 40, 45],
"Pulse": [109, 117, 110],
"Calories": [409.1, 479.5, 340.8]
}

df = pd.DataFrame(data)

print(df.corr())

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Definition and Usage

The corr() method finds the correlation of each column in a DataFrame.

Syntax

dataframe.corr(method, min_periods)

Parameters

The method, min_periods parameters are keyword arguments.

Parameter	Value	Description
method	`'kendall' 'pearson' 'spearman'` func	Optional, Default pearson. Specifies which method to use, or a callable function.
min_periods	Number	Optional. Specifies the minimum number of observations required to return a good enough result

Return Value

A DataFrame object with the results.

This function does NOT make changes to the original DataFrame object.

❮ DataFrame Reference