The app can be used as follows:
gen_exploratory_report_app(df)
function where df
is the dataframe object to be analyzedSelect Target Variable
dropdown. The dropdown would contain all the column names from the dataframe objectSelect Theme
dropdownNo. of plots per slide
dropdownSelect Top N features?
dropdown to Yes. This launches 2 additional controls - No. of features to select
This takes a numeric input indicating the no. of features to select & Select feature selector method
to select a filtering approach. 4 different filtering aproaches are provided (from the FSelector
package)Enter the Output file name
input field. If only the file name is specified, the report is saved in the current working directory.Generate Report
button - This will generate a presentation with the plots and summary tables.Add the following code to your website.
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