pandas
https://github.com/pandas-dev/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
- to_string() not easily reversible for multi-index DataFrames
- Dataframe agg method passing as list
- read_excel throws ValueError: cannot specify usecols when specifying a multi-index header
- Grouped dataframe "name" attribute overrides column access / not well documented
- Serialize/deserialize a Categorical whose values are taken from an enum
- Concat with mixed single index / multi-index and keys gives confusing error message
- Reading/writing of W3C-style embeded metadata in CSV, TSV files
- astype(str) / astype_unicode: np.nan converted to "nan" (checknull, skipna)
- Unexpected to_dict output after upgrading to 0.24.1
- Setting with enlargement on categorical data
- Docs
- Python not yet supported