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
- TypeError: dtype '<class 'datetime.datetime'>' not understood
- to_string() not easily reversible for multi-index DataFrames
- read_excel throws ValueError: cannot specify usecols when specifying a multi-index header
- Grouped dataframe "name" attribute overrides column access / not well documented
- 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
- Very slow aggregation performance on object type column with Decimal datatype values
- [0.24.1] New nullable integer fillna with non-int doesn't coerce to object
- Add "tee-like" function for easy introspection of intermediate steps in method chaining
- Docs
- Python not yet supported