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pandas
pandas is a data wrangling platform for Python that provides easy-to-use data ingestion, transformation, and export functions.
Collective -
Host: numfocus -
https://opencollective.com/pandas
- Website: https://pandas.pydata.org
- Code: https://github.com/pandas-dev
Add support for extra formats to all .strftime() methods.
github.com/pandas-dev/pandas - ngnpope opened this issue over 6 years ago
github.com/pandas-dev/pandas - ngnpope opened this issue over 6 years ago
"RecursionError: maximum recursion depth exceeded while calling a Python object" when using groupby, resample, and agg
github.com/pandas-dev/pandas - trianta2 opened this issue over 6 years ago
github.com/pandas-dev/pandas - trianta2 opened this issue over 6 years ago
DOC: Template Timestamp & NaT docstrings
github.com/pandas-dev/pandas - mroeschke opened this issue over 6 years ago
github.com/pandas-dev/pandas - mroeschke opened this issue over 6 years ago
ASV: docs, runtime, stability, build acceleration, PR integration?
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
pandas.cut: the 'include_lowest' argument isn't behaving as documented
github.com/pandas-dev/pandas - evarga opened this issue over 6 years ago
github.com/pandas-dev/pandas - evarga opened this issue over 6 years ago
Require the dtype of SparseArray.fill_value and sp_values.dtype to match
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
DataFrame merge significantly slower in Python 3.6 and 3.7
github.com/pandas-dev/pandas - mpeleshenko opened this issue over 6 years ago
github.com/pandas-dev/pandas - mpeleshenko opened this issue over 6 years ago
ENH: allow rolling with non-numerical (eg string) data
github.com/pandas-dev/pandas - randomgambit opened this issue over 6 years ago
github.com/pandas-dev/pandas - randomgambit opened this issue over 6 years ago
Add chunksize support to to_json
github.com/pandas-dev/pandas - julienfr112 opened this issue over 6 years ago
github.com/pandas-dev/pandas - julienfr112 opened this issue over 6 years ago
ExtensionArray.value_counts
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
DOC: Generating docs doesn't work if path has whitespaces
github.com/pandas-dev/pandas - datapythonista opened this issue over 6 years ago
github.com/pandas-dev/pandas - datapythonista opened this issue over 6 years ago
merge_asof can't handle floats in by column?
github.com/pandas-dev/pandas - rndeon opened this issue over 6 years ago
github.com/pandas-dev/pandas - rndeon opened this issue over 6 years ago
Verify rpy2 install in docs image
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
Reading SAS time variables
github.com/pandas-dev/pandas - sasutils opened this issue over 6 years ago
github.com/pandas-dev/pandas - sasutils opened this issue over 6 years ago
Series.str.decode() turns arrays of strings to NaN and fails on byte strings
github.com/pandas-dev/pandas - abrakababra opened this issue over 6 years ago
github.com/pandas-dev/pandas - abrakababra opened this issue over 6 years ago
Invitation for comments / use: reading large fixed-width datasets efficiently
github.com/pandas-dev/pandas - davclark opened this issue over 6 years ago
github.com/pandas-dev/pandas - davclark opened this issue over 6 years ago
Add support for "regex" library
github.com/pandas-dev/pandas - pmav99 opened this issue over 6 years ago
github.com/pandas-dev/pandas - pmav99 opened this issue over 6 years ago
get_group(...) fails for groupby(...) based on a function
github.com/pandas-dev/pandas - Kimonode opened this issue over 6 years ago
github.com/pandas-dev/pandas - Kimonode opened this issue over 6 years ago
MultiIndex Bug Copying Values Incorrectly When Adding Values To Index
github.com/pandas-dev/pandas - JonahJ opened this issue over 6 years ago
github.com/pandas-dev/pandas - JonahJ opened this issue over 6 years ago
[Feature Request] Providing a cache option for `pd.read_sql()`
github.com/pandas-dev/pandas - Ouwen opened this issue over 6 years ago
github.com/pandas-dev/pandas - Ouwen opened this issue over 6 years ago
handle pandas api change
github.com/pandas-dev/pandas-msgpack - postelrich opened this pull request over 6 years ago
github.com/pandas-dev/pandas-msgpack - postelrich opened this pull request over 6 years ago
astype not converting timedelta and datetime strings
github.com/pandas-dev/pandas - fjdiod opened this issue over 6 years ago
github.com/pandas-dev/pandas - fjdiod opened this issue over 6 years ago
Updating value of a single row of a column using loc or at fails
github.com/pandas-dev/pandas - abhinav-upadhyay opened this issue over 6 years ago
github.com/pandas-dev/pandas - abhinav-upadhyay opened this issue over 6 years ago
Refactor from_records to load data in an efficient way
github.com/pandas-dev/pandas - datapythonista opened this issue over 6 years ago
github.com/pandas-dev/pandas - datapythonista opened this issue over 6 years ago
ENH: Interval type should support intersection, union & overlaps & difference
github.com/pandas-dev/pandas - haleemur opened this issue over 6 years ago
github.com/pandas-dev/pandas - haleemur opened this issue over 6 years ago
API: add `inplace` kwarg to NDFrame.droplevel
github.com/pandas-dev/pandas - vbarda opened this issue over 6 years ago
github.com/pandas-dev/pandas - vbarda opened this issue over 6 years ago
Slowdown of str(record) of DataFrame.to_records() method
github.com/pandas-dev/pandas - gitrus opened this issue over 6 years ago
github.com/pandas-dev/pandas - gitrus opened this issue over 6 years ago
DEPR: combine_first (replace with update(..., join='outer'); for both Series/DF)
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
DOC: Series.mask() should point to Series.where() and vice versa
github.com/pandas-dev/pandas - teoguso opened this issue over 6 years ago
github.com/pandas-dev/pandas - teoguso opened this issue over 6 years ago
Ensure good set up of the remotes
github.com/pandas-dev/pandas-release - jorisvandenbossche opened this issue over 6 years ago
github.com/pandas-dev/pandas-release - jorisvandenbossche opened this issue over 6 years ago
pass username to wheels/conda-forge scripts
github.com/pandas-dev/pandas-release - jorisvandenbossche opened this pull request over 6 years ago
github.com/pandas-dev/pandas-release - jorisvandenbossche opened this pull request over 6 years ago
Support multiple characters for `comment` in read_csv
github.com/pandas-dev/pandas - orangeSi opened this issue over 6 years ago
github.com/pandas-dev/pandas - orangeSi opened this issue over 6 years ago
BUG: .values for objects containing categoricals with box-able categories
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 6 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 6 years ago
Support axis=None in all reductions
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
TST: Change class-based auto-use setup to fixtures
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 6 years ago
Symlinking is messed up
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
Time Series Interpolation is wrong
github.com/pandas-dev/pandas - oricou opened this issue over 6 years ago
github.com/pandas-dev/pandas - oricou opened this issue over 6 years ago
ENH: allow lists/sets in fillna
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
github.com/pandas-dev/pandas - h-vetinari opened this issue over 6 years ago
ensure PDF uploaded
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
github.com/pandas-dev/pandas-release - TomAugspurger opened this issue over 6 years ago
BUG: Series(DTI/TDI) loses the frequency information from original DTI/TDI
github.com/pandas-dev/pandas - jschendel opened this issue almost 7 years ago
github.com/pandas-dev/pandas - jschendel opened this issue almost 7 years ago
A map method to work with many columns
github.com/pandas-dev/pandas - oricou opened this issue almost 7 years ago
github.com/pandas-dev/pandas - oricou opened this issue almost 7 years ago
High Memory Usage when Concatenating Partially Indexed Series to Multiindexed Dataframe
github.com/pandas-dev/pandas - cyniphile opened this issue almost 7 years ago
github.com/pandas-dev/pandas - cyniphile opened this issue almost 7 years ago
DOC clarify that pct_change() scale is actually 0-1, i.e. fractional_change()
github.com/pandas-dev/pandas - sunilshah opened this issue almost 7 years ago
github.com/pandas-dev/pandas - sunilshah opened this issue almost 7 years ago
Rolling sum (closed='left') with duplicate Timestamp indices.
github.com/pandas-dev/pandas - avivbd opened this issue almost 7 years ago
github.com/pandas-dev/pandas - avivbd opened this issue almost 7 years ago
DataFrame.groupby.sum() is extremely slow when dtype is timedelta64[ns] compared to int64.
github.com/pandas-dev/pandas - wezzman opened this issue almost 7 years ago
github.com/pandas-dev/pandas - wezzman opened this issue almost 7 years ago
ERR: pivot_table when number of levels larger than int32 range
github.com/pandas-dev/pandas - mklwong opened this issue almost 7 years ago
github.com/pandas-dev/pandas - mklwong opened this issue almost 7 years ago
TST: Extract methods from TestXMySQL and TestXSQLite and remove
github.com/pandas-dev/pandas - TomAugspurger opened this issue almost 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue almost 7 years ago
ENH adding metadata argument to DataFrame.to_parquet
github.com/pandas-dev/pandas - JacekPliszka opened this issue almost 7 years ago
github.com/pandas-dev/pandas - JacekPliszka opened this issue almost 7 years ago
CLN: remove fastpath & verify_integrity from constructors
github.com/pandas-dev/pandas - jreback opened this issue almost 7 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 7 years ago
Concat slow when frames indexed separately
github.com/pandas-dev/pandas - jeremywhelchel opened this issue almost 7 years ago
github.com/pandas-dev/pandas - jeremywhelchel opened this issue almost 7 years ago
Pandas complains about an already opened file, even when the file has been closed.
github.com/pandas-dev/pandas - spott opened this issue almost 7 years ago
github.com/pandas-dev/pandas - spott opened this issue almost 7 years ago
BUG: Retain timezone dtype with cut and qcut
github.com/pandas-dev/pandas - mroeschke opened this pull request almost 7 years ago
github.com/pandas-dev/pandas - mroeschke opened this pull request almost 7 years ago
slow execution with internal error visible upon interruption for indexing with dataframe: TypeError: cannot convert bool to an floatblock
github.com/pandas-dev/pandas - denfromufa opened this issue almost 7 years ago
github.com/pandas-dev/pandas - denfromufa opened this issue almost 7 years ago
auto convert from string to datetime64 in iterrows.
github.com/pandas-dev/pandas - xiaoluffy opened this issue almost 7 years ago
github.com/pandas-dev/pandas - xiaoluffy opened this issue almost 7 years ago
pd.read_sql_query with chunksize: pandasSQL_builder should only be called when first chunk is requested
github.com/pandas-dev/pandas - leezu opened this issue about 7 years ago
github.com/pandas-dev/pandas - leezu opened this issue about 7 years ago
DataFrame.__setitem__ performance regression with object dtype
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
read_csv issues with dict for na_values
github.com/pandas-dev/pandas - neilser opened this issue about 7 years ago
github.com/pandas-dev/pandas - neilser opened this issue about 7 years ago
Document our pytest fixtures
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
ENH: A cheap copy on a dataframe
github.com/pandas-dev/pandas - has2k1 opened this issue about 7 years ago
github.com/pandas-dev/pandas - has2k1 opened this issue about 7 years ago
DatetimeIndex comparison with ndim>1 incorrect or raises
github.com/pandas-dev/pandas - jbrockmendel opened this issue about 7 years ago
github.com/pandas-dev/pandas - jbrockmendel opened this issue about 7 years ago
CLN: Refactor nanops' empty array handling
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
Some interesting behavior from .groupby().apply( .to_records() )
github.com/pandas-dev/pandas - alexlenail opened this issue about 7 years ago
github.com/pandas-dev/pandas - alexlenail opened this issue about 7 years ago
Groupby doesn't call aggregation on empty groups
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue about 7 years ago
Series not honoring class __repr__ or __str__
github.com/pandas-dev/pandas - achapkowski opened this issue about 7 years ago
github.com/pandas-dev/pandas - achapkowski opened this issue about 7 years ago
Merge with how='inner' does not always preserve the order of the left keys
github.com/pandas-dev/pandas - haimivan opened this issue about 7 years ago
github.com/pandas-dev/pandas - haimivan opened this issue about 7 years ago
No SettingWithCopyWarning for chained indexing when .loc or .iloc is first indexer
github.com/pandas-dev/pandas - tdpetrou opened this issue about 7 years ago
github.com/pandas-dev/pandas - tdpetrou opened this issue about 7 years ago
Feature Request/Idea Treat a DataFrame full of Series as a Multindex Dataframe
github.com/pandas-dev/pandas - AKuederle opened this issue about 7 years ago
github.com/pandas-dev/pandas - AKuederle opened this issue about 7 years ago
.loc with (scalar, slice(None)) on MultiIndex does not drop first level
github.com/pandas-dev/pandas - toobaz opened this issue about 7 years ago
github.com/pandas-dev/pandas - toobaz opened this issue about 7 years ago
Can u remove the cython generated code *.cpp
github.com/pandas-dev/pandas-msgpack - nooperpudd opened this issue about 7 years ago
github.com/pandas-dev/pandas-msgpack - nooperpudd opened this issue about 7 years ago
search path of pandas read_csv function
github.com/pandas-dev/pandas - ardeal opened this issue over 7 years ago
github.com/pandas-dev/pandas - ardeal opened this issue over 7 years ago
DataFrame.interpolate() failes with complex dtype
github.com/pandas-dev/pandas - jennirinker opened this issue over 7 years ago
github.com/pandas-dev/pandas - jennirinker opened this issue over 7 years ago
CI: turn on debug builds on windows
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
API: should Series.get be strictly label based or allow positional?
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 7 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 7 years ago
stack() casts to float when called on levels not requiring it
github.com/pandas-dev/pandas - toobaz opened this issue over 7 years ago
github.com/pandas-dev/pandas - toobaz opened this issue over 7 years ago
ENH? to_datetime: ability to infer unit for numeric values
github.com/pandas-dev/pandas - cailiang9 opened this issue over 7 years ago
github.com/pandas-dev/pandas - cailiang9 opened this issue over 7 years ago
Please add force_suffixes to pandas.merge()
github.com/pandas-dev/pandas - sorenwacker opened this issue over 7 years ago
github.com/pandas-dev/pandas - sorenwacker opened this issue over 7 years ago
Use Turbodbc/Arrow for read_sql_table
github.com/pandas-dev/pandas - mrocklin opened this issue over 7 years ago
github.com/pandas-dev/pandas - mrocklin opened this issue over 7 years ago
DatetimeIndex selection with .loc is orders of magnitude slower than [] on ordered frame
github.com/pandas-dev/pandas - tdpetrou opened this issue over 7 years ago
github.com/pandas-dev/pandas - tdpetrou opened this issue over 7 years ago
DataFrame.plot() with mplstyle file option axes.grid.axis: y behaves like axes.grid.axis: both
github.com/pandas-dev/pandas - luisdelatorre012 opened this issue over 7 years ago
github.com/pandas-dev/pandas - luisdelatorre012 opened this issue over 7 years ago
Accept dictionaries for mapping categories in Categorical Data
github.com/pandas-dev/pandas - robertour opened this issue over 7 years ago
github.com/pandas-dev/pandas - robertour opened this issue over 7 years ago
Groupy chunks are garbage-collected even if still referenced
github.com/pandas-dev/pandas - toobaz opened this issue over 7 years ago
github.com/pandas-dev/pandas - toobaz opened this issue over 7 years ago
Simultaneously melt multiple columns
github.com/pandas-dev/pandas - tdpetrou opened this issue over 7 years ago
github.com/pandas-dev/pandas - tdpetrou opened this issue over 7 years ago
API: column ordering on `get_dummies` #12010
github.com/pandas-dev/pandas - Giftlin opened this issue over 7 years ago
github.com/pandas-dev/pandas - Giftlin opened this issue over 7 years ago
DOC: nice links / examples for setting with copy & aggregation
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
DatetimeIndex plot converter performance
github.com/pandas-dev/pandas - jondoesntgit opened this issue over 7 years ago
github.com/pandas-dev/pandas - jondoesntgit opened this issue over 7 years ago
Inconsistent results for groupby on multiple columns with NaN value
github.com/pandas-dev/pandas - linar-jether opened this issue over 7 years ago
github.com/pandas-dev/pandas - linar-jether opened this issue over 7 years ago
BUG: groupby(.., as_index=False) with a TimeGrouper
github.com/pandas-dev/pandas - randomgambit opened this issue over 7 years ago
github.com/pandas-dev/pandas - randomgambit opened this issue over 7 years ago
Update institutional partners
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request over 7 years ago
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request over 7 years ago
BUG: read_csv fails some http servers if port number is specified
github.com/pandas-dev/pandas - skynss opened this issue over 7 years ago
github.com/pandas-dev/pandas - skynss opened this issue over 7 years ago
COMPAT: safe argsort in Index/Series
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 7 years ago
Update institutional partners section
github.com/pandas-dev/pandas-governance - wesm opened this pull request over 7 years ago
github.com/pandas-dev/pandas-governance - wesm opened this pull request over 7 years ago
API: provide a to_enum method for Categorical dtypes?
github.com/pandas-dev/pandas - chris-b1 opened this issue over 7 years ago
github.com/pandas-dev/pandas - chris-b1 opened this issue over 7 years ago
Unexpected results creating an empty Series
github.com/pandas-dev/pandas - AllenDowney opened this issue over 7 years ago
github.com/pandas-dev/pandas - AllenDowney opened this issue over 7 years ago
I am getting error installing Pandas on AWS Lightsail with Amazon Linux image.
github.com/pandas-dev/pandas - prabhatM opened this issue over 7 years ago
github.com/pandas-dev/pandas - prabhatM opened this issue over 7 years ago
Support latest pandas
github.com/pandas-dev/pandas-msgpack - dhirschfeld opened this issue over 7 years ago
github.com/pandas-dev/pandas-msgpack - dhirschfeld opened this issue over 7 years ago