pandas
https://github.com/pydata/pandas
Python
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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- Issues
- Grouped dataframe "name" attribute overrides column access / not well documented
- Unexpected to_dict output after upgrading to 0.24.1
- Reading/writing of W3C-style embeded metadata in CSV, TSV files
- Extension dtypes do not work with dataframe query method
- Pandas Series Construction Extremely Slow for Array of Large Series
- [BUG?] pd.read_json does not convert date before 1971-01-01
- Empty string as subindex changes the shape
- Very slow aggregation performance on object type column with Decimal datatype values
- Docstring Validator Fails when 'integer' is valid argument
- pivot and pivot_table not able to handle complex numbers
- Docs
- Python not yet supported