Cross spectral analysis

Name : Cross spectral analysis

Description: Perform cross-spectral analysis on exactly two specified columns of a DataFrame to evaluate their frequency relationship. This analysis provides insights into how two signals interact in the frequency domain, measuring cross-spectral density

Input : Dataframe - The latest version of uploaded data

Output : Dataframe - Link to the saved Dataframe and Summary of the actions performed

Mandatory and Non-mandatory/Advanced hyperparameters required for the function are listed below

Mandatory	Non-mandatory/Advanced hyperparameters
Columns
Sampling rate	Save As New Table

Details of Hyperparameters are provided below

Name	Description	Accepted range/ values	Display Name
Columns	Numerical columns to select	Columns in the Dataframe	Columns to select
Sampling rate	The sampling rate of the signal	[0,inf)	Sampling rate
Save As New Table	Option to choose whether the dataframe is to be saved as a new table	-