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Display Pandas DataFrames
See original GitHub issueI really like how R displays Tibbles (basically extended Data Frames) to highlight important features (such as missing values, negative values, column types), for example:
The same data looks much less exciting when printing the Data Frame in Pandas:
I was wondering if Rich could be used to create a Tibble-like representation (i.e. colorize the index column, missing values, maybe even include the dtypes for each visible column)? If so, what would be a possible approach? Would it make sense to pass the full data frame contents or just the already formatted representation (returned by the Data Frame’s __repr__ method)?
Issue Analytics
- State:
- Created 3 years ago
- Reactions:6
- Comments:7
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I’m not sure about building a column hiding feature in to the Table class itself. I suspect it would be hard to capture everyones use case. I think what I’ll do is provide a way of customizing what columns are shown based on the table width. That way the developer can implement their own logic.
how to get table representation from the panda dataframe will?