gramener / gramener/dataaudit

Consolidate identify quality issues

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Description

- Identified issues to be added
- To be discussed
- Report no. of rows that have a different number of columns than the header row
- Incompatible line return characters
- [Outliers on categorical variables](https://www.computer.org/csdl/proceedings/aiccsa/2013/9999/00/06616425.pdf)
- References
- https://csvkit.readthedocs.io/en/1.0.3/scripts/csvclean.html
- https://www.thoughtspot.com/blog/5-magic-fixes-most-common-csv-file-problems

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