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
- df.plot() could cause "ValueError: year XXXXX is out of range" if matplotlib.dates.AutoDateLocator is used
- Whitespace Normalization by Default in _HtmlFrameParser
- Quarter.onOffset looks fishy
- DOC: DataFrame.groupy.agg with a list of tuples
- Feature to read csv from hdfs:// URL
- DataFrame.rolling does nothing when values are in a list
- Behavior of new df.agg, df.transform and df.apply is very inconsistent
- Styling console/terminal output
- groupby.Transform Aggregation into Collections returns individual elements (unless added or string concatenated)
- Pandas pivot_table MultiIndex and dropna=False generates all combinations of modalities instead of keeping existing one only
- Docs
- Python not yet supported