Search code examples
pythonpandas-profiling

Pandas Profiling Hide Tabs

Is there a way to display only specific tabs in the pandas profiling report output?

I am using pandas_profiling.ProfileReport(data) but I only need the Overview, Variables and Sample tabs. So is there an option to hide the other tabs e.g. something like pandas_profiling.ProfileReport(data,correlations=False,missing_values=False) and only display specific parts of the report?

Solution

  • Yes, you should be able to do this. Just turn off all correlations and missing value plots.

    pandas_profiling.ProfileReport(data, 
                               correlations={'pearson':False,'spearman':False,'kendall':False,'phi_k':False,'cramers':False,'recoded':False},
                               missing_diagrams={'bar':False,'matrix':False,'heatmap':False,'dendrogram':False})

    The names are based on the config file: https://github.com/pandas-profiling/pandas-profiling/blob/master/pandas_profiling/config_default.yaml