Statistics
The goal of statistc module is to get more details about your data, and this can be achieved by clicking generate button, after choosing the type of report you want to generate Sweet or profile.
Sweet report
If you choose Sweet, then a statistic report will be generated and displayed containing the following details :
Missing, distinct, numerical and categorical analysis of each column.
uncertainty coefficient & correlation ratio.
the symmetrical numerical correlations (Pearson's).
The report will be saved under the name Sweet Statistic_report_SessionID.html
Credit to Mr. Francois Bertrand, and the SweetViz library, for more details click here .
Profile report
If you choose Profile, a statistic report will be generated and displayed, the report will have almost the same features of Sweet report and more, especially if you are interested in correlation between columns then Profile report has more options.
The report will be saved under the name Profile Statistic_report_SessionID.html
Credit to Simon Brugman, and pandas-profiling library, for more details click here
Generation both reports may take time depending on the size of your data.
Close the side bar for better view, and reopen it when you are done exploring your data.
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