exclude certain parts of Create_Report to make it more portable.

[RakshithRAcharya]

Is your feature request related to a problem? Please describe. First of all great work here. When we do create_report(df) the report contains overview, variables, interactions, correlations and Missing value. This is super cool. But when there are too many numerical columns in the df the interactions take a bit longer time. So for those kind of report please give an option to exclude certain parts of the report so it completes faster.

Describe the solution you'd like The solution I would like to suggest is that there be an option like create_report(df, interactions=None) so that the interaction is excluded from the report. and similarly for other parts of the report.

Alternate Solution Alternate solution that I would suggest would be something like create_summary_report(df) where the report only adds overview and variables to the report

Still thank you for this amazing library.

[jinglinpeng]

Hi @RakshithRAcharya , thanks for the issue. You could use the following config to disable interactions:

create_report(df, config = {"interactions.enable": False})

Besides, if you only want to show some sections such as variables and disable all other sections, you can also set the display parameter as follows:

create_report(df, display=["Variables"])

[RakshithRAcharya]

Great.....Can you give examples to all the configs??......Thank you

[jinglinpeng]

Hi @RakshithRAcharya , please check this doc for the available configs: https://github.com/sfu-db/dataprep/blob/develop/docs/source/user_guide/eda/parameter_configurations.ipynb.

[RakshithRAcharya]

Thank you for your time........I'll close this then