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auto-eda's Issues

Docstrings and examples for describe_server()

I am unsure of what the signature for describe_server() is meaning what speaking of table_catalog. Is this something I define to use later within aeda?

I am trying to use with SQL Server on prem and within Azure. But I am unaware of any catalogs that may exist or what they may be named.

It would be great to have some docstrings explaining this or some examples of what it might mean for each item in the function signature.

Group continuous variables

To group continuous variables in groups of 5 to 20 classes with recommended number near \sqrt{n} so a class frequency can be computed.

Log analysis

Analyse a database transaction log and compare with the metadata to check what tables and columns are utilised and which one aren't. Provide a report of usage based on the transaction log.

Add update metadata option

It is overwriting the data, it should behave by default on update mode when the table was updated less than a month ago.

Add "ignore" option

When selecting columns to analyse allow to leave columns out of the analysis.

Implement comparison mode

Given two datasets, compare them through their metadata and find probability of similarities in their fields.

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