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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
False positive SettingWithCopyWarning when just taking subset of columns
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
Importing pandas module breaks expected behavior of Thread[ed] script
github.com/pandas-dev/pandas - christian-eriksson opened this issue over 7 years ago
github.com/pandas-dev/pandas - christian-eriksson opened this issue over 7 years ago
API/DEPR: Deprecate inplace parameter
github.com/pandas-dev/pandas - gfyoung opened this issue over 7 years ago
github.com/pandas-dev/pandas - gfyoung opened this issue over 7 years ago
More memory efficient hash tables
github.com/pandas-dev/pandas - rohanp opened this issue over 7 years ago
github.com/pandas-dev/pandas - rohanp opened this issue over 7 years ago
Categorical handles imaginary values incorrectly
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 7 years ago
github.com/pandas-dev/pandas - TomAugspurger opened this issue over 7 years ago
BUG: Bins are unexpected for qcut when the edges are duplicated
github.com/pandas-dev/pandas - artturib opened this issue almost 8 years ago
github.com/pandas-dev/pandas - artturib opened this issue almost 8 years ago
Documentation on Performance considerations
github.com/pandas-dev/pandas - Dr-Irv opened this issue almost 8 years ago
github.com/pandas-dev/pandas - Dr-Irv opened this issue almost 8 years ago
Index order of joined frame does not respect the order of left frame when right contains duplicates
github.com/pandas-dev/pandas - Midnighter opened this issue almost 8 years ago
github.com/pandas-dev/pandas - Midnighter opened this issue almost 8 years ago
ERR: DataFrame can get into unprintable state
github.com/pandas-dev/pandas - chris-b1 opened this issue almost 8 years ago
github.com/pandas-dev/pandas - chris-b1 opened this issue almost 8 years ago
ENH: support .fillna(method=,limit=Timedelta)
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
HDFStore() create a new file by mode 'a' ,but file name can't be incorrect
github.com/pandas-dev/pandas - imelee opened this issue almost 8 years ago
github.com/pandas-dev/pandas - imelee opened this issue almost 8 years ago
When using to_sql(), continue if duplicate primary keys are detected?
github.com/pandas-dev/pandas - rosstripi opened this issue almost 8 years ago
github.com/pandas-dev/pandas - rosstripi opened this issue almost 8 years ago
Moving some core team members to inactive status
github.com/pandas-dev/pandas-governance - wesm opened this pull request almost 8 years ago
github.com/pandas-dev/pandas-governance - wesm opened this pull request almost 8 years ago
migrate pandas issues
github.com/pandas-dev/pandas-msgpack - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas-msgpack - jreback opened this issue almost 8 years ago
BLD: auto wheel builds
github.com/pandas-dev/pandas-msgpack - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas-msgpack - jreback opened this issue almost 8 years ago
Add Chris Bartak (@chris-b1)
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request almost 8 years ago
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request almost 8 years ago
Series.map on a Categorical with a function only processes each unique value once
github.com/pandas-dev/pandas - Kodiologist opened this issue almost 8 years ago
github.com/pandas-dev/pandas - Kodiologist opened this issue almost 8 years ago
ENH: enable skipna on groupby reduction ops
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
DOC: inconsistent docs-string signatures for shared functions
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
API: expose to_numeric/to_datetime/to_timedelta methods on Series
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 8 years ago
Huge performance hit in get_indexer_non_unique
github.com/pandas-dev/pandas - horta opened this issue almost 8 years ago
github.com/pandas-dev/pandas - horta opened this issue almost 8 years ago
BUG: read_csv with date_parser lock file open on failure
github.com/pandas-dev/pandas - rsheftel opened this issue about 8 years ago
github.com/pandas-dev/pandas - rsheftel opened this issue about 8 years ago
Spurious casting to float when assigning both integers and floats
github.com/pandas-dev/pandas - toobaz opened this issue about 8 years ago
github.com/pandas-dev/pandas - toobaz opened this issue about 8 years ago
Add institutional partners
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request about 8 years ago
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request about 8 years ago
`sort=False` option to stack/unstack/pivot
github.com/pandas-dev/pandas - naught101 opened this issue about 8 years ago
github.com/pandas-dev/pandas - naught101 opened this issue about 8 years ago
Pre-compute the size of an outer merge and raise MemoryError if merge will be too large
github.com/pandas-dev/pandas - mproffitt opened this issue about 8 years ago
github.com/pandas-dev/pandas - mproffitt opened this issue about 8 years ago
Treat Series as 1-column dataframe in concat with dataframe
github.com/pandas-dev/pandas - jcrist opened this issue about 8 years ago
github.com/pandas-dev/pandas - jcrist opened this issue about 8 years ago
Severe performance problems with multi-index joins
github.com/pandas-dev/pandas - SReicheltPTV opened this issue about 8 years ago
github.com/pandas-dev/pandas - SReicheltPTV opened this issue about 8 years ago
value_counts failed on unique list values
github.com/pandas-dev/pandas - name-yy opened this issue over 8 years ago
github.com/pandas-dev/pandas - name-yy opened this issue over 8 years ago
BUG: need to block split when filling na
github.com/pandas-dev/pandas - jreback opened this issue over 8 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 8 years ago
to_sql function takes forever to insert in oracle database
github.com/pandas-dev/pandas - rajattjainn opened this issue over 8 years ago
github.com/pandas-dev/pandas - rajattjainn opened this issue over 8 years ago
BUG: Python operator 'in' behaves in two different ways on Series object
github.com/pandas-dev/pandas - griai opened this issue over 8 years ago
github.com/pandas-dev/pandas - griai opened this issue over 8 years ago
Unexpected results for the mean of a DataFrame of ufloat from the uncertainties package.
github.com/pandas-dev/pandas - bgatessucks opened this issue over 8 years ago
github.com/pandas-dev/pandas - bgatessucks opened this issue over 8 years ago
SettingWithCopy dependence on reference count
github.com/pandas-dev/pandas - pkch opened this issue over 8 years ago
github.com/pandas-dev/pandas - pkch opened this issue over 8 years ago
CoC: add committee members to CoC text
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request over 8 years ago
github.com/pandas-dev/pandas-governance - jorisvandenbossche opened this pull request over 8 years ago
DOC: more documentation that pandas by-default aligns when setting
github.com/pandas-dev/pandas - IamGianluca opened this issue over 8 years ago
github.com/pandas-dev/pandas - IamGianluca opened this issue over 8 years ago
Incorrect timedelta type coercion when doing in-place .loc expansion
github.com/pandas-dev/pandas - bmcfee opened this issue over 8 years ago
github.com/pandas-dev/pandas - bmcfee opened this issue over 8 years ago
ENH: df.add fill_value NotImplementedError
github.com/pandas-dev/pandas - neverforgit opened this issue over 8 years ago
github.com/pandas-dev/pandas - neverforgit opened this issue over 8 years ago
PERF: large subset of block cast
github.com/pandas-dev/pandas - chris-b1 opened this issue over 8 years ago
github.com/pandas-dev/pandas - chris-b1 opened this issue over 8 years ago
Inconsistent Handling of na_values and converters in read_csv
github.com/pandas-dev/pandas - gfyoung opened this issue over 8 years ago
github.com/pandas-dev/pandas - gfyoung opened this issue over 8 years ago
BUG: groupby, as_index=False still returning group variable as index
github.com/pandas-dev/pandas - nickeubank opened this issue over 8 years ago
github.com/pandas-dev/pandas - nickeubank opened this issue over 8 years ago
resample() / DatetimeIndexResampler is not resampling according to the given frequency rule
github.com/pandas-dev/pandas - gabrielcnr opened this issue almost 9 years ago
github.com/pandas-dev/pandas - gabrielcnr opened this issue almost 9 years ago
BUG: Series.argsort() incorrect handling of NaNs
github.com/pandas-dev/pandas - seth-p opened this issue almost 9 years ago
github.com/pandas-dev/pandas - seth-p opened this issue almost 9 years ago
BUG: Week ('W') does not work as suffixes for a string passed to Timedelta.
github.com/pandas-dev/pandas - belteshassar opened this issue almost 9 years ago
github.com/pandas-dev/pandas - belteshassar opened this issue almost 9 years ago
PERF: use lib.write_csv_rows for encoded data when writing to csv
github.com/pandas-dev/pandas - jreback opened this issue almost 9 years ago
github.com/pandas-dev/pandas - jreback opened this issue almost 9 years ago
ENH: add .dropinf() and/or .dropna(drop_inf=True) methods
github.com/pandas-dev/pandas - adrivsh opened this issue almost 9 years ago
github.com/pandas-dev/pandas - adrivsh opened this issue almost 9 years ago
append a categorical with different categories to the existing
github.com/pandas-dev/pandas - dneise opened this issue almost 9 years ago
github.com/pandas-dev/pandas - dneise opened this issue almost 9 years ago
Cython-optimized expanding apply transformations
github.com/pandas-dev/pandas - bschreck opened this issue almost 9 years ago
github.com/pandas-dev/pandas - bschreck opened this issue almost 9 years ago
ENH: Make use of RangeIndex in DatetimeIndex
github.com/pandas-dev/pandas - kawochen opened this issue about 9 years ago
github.com/pandas-dev/pandas - kawochen opened this issue about 9 years ago
use_inf_as_null makes fillna extremely slow
github.com/pandas-dev/pandas - Winand opened this issue about 9 years ago
github.com/pandas-dev/pandas - Winand opened this issue about 9 years ago
Assignment to mixed-type DataFrame with float32 coerce to float64
github.com/pandas-dev/pandas - fnielsen opened this issue about 9 years ago
github.com/pandas-dev/pandas - fnielsen opened this issue about 9 years ago
Add Code of Conduct
github.com/pandas-dev/pandas-governance - TomAugspurger opened this pull request about 9 years ago
github.com/pandas-dev/pandas-governance - TomAugspurger opened this pull request about 9 years ago
Initial pandas governance documents
github.com/pandas-dev/pandas-governance - wesm opened this pull request about 9 years ago
github.com/pandas-dev/pandas-governance - wesm opened this pull request about 9 years ago
BUG: fillna('') does not replace NaT
github.com/pandas-dev/pandas - jreback opened this issue about 9 years ago
github.com/pandas-dev/pandas - jreback opened this issue about 9 years ago
BUG/API: Clarify the behaviour of fillna downcasting
github.com/pandas-dev/pandas - sinhrks opened this issue over 9 years ago
github.com/pandas-dev/pandas - sinhrks opened this issue over 9 years ago
df.plot(ax=ax) AttributeError: 'Axes' object has no attribute 'is_first_col'
github.com/pandas-dev/pandas - dragoljub opened this issue over 9 years ago
github.com/pandas-dev/pandas - dragoljub opened this issue over 9 years ago
PERF: refactor ExcelFormatter
github.com/pandas-dev/pandas - chris-b1 opened this issue over 9 years ago
github.com/pandas-dev/pandas - chris-b1 opened this issue over 9 years ago
groupby.nth with dropna is buggy
github.com/pandas-dev/pandas - behzadnouri opened this issue over 9 years ago
github.com/pandas-dev/pandas - behzadnouri opened this issue over 9 years ago
read_sql should accept a sql_params parameter
github.com/pandas-dev/pandas - scls19fr opened this issue over 9 years ago
github.com/pandas-dev/pandas - scls19fr opened this issue over 9 years ago
TST/API: Simplify testing functions API
github.com/pandas-dev/pandas - sinhrks opened this issue over 9 years ago
github.com/pandas-dev/pandas - sinhrks opened this issue over 9 years ago
BUG: crosstab(dropna=False) does not work like value_counts(dropna=False)
github.com/pandas-dev/pandas - rosnfeld opened this issue over 9 years ago
github.com/pandas-dev/pandas - rosnfeld opened this issue over 9 years ago
Add inplace option to DataFrame.update()
github.com/pandas-dev/pandas - dov opened this issue over 9 years ago
github.com/pandas-dev/pandas - dov opened this issue over 9 years ago
BUG: GroupBy.idxmax breaks when grouping by Categorical with unused categories
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 9 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 9 years ago
Expose the blocks API and disable automatic consolidation
github.com/pandas-dev/pandas - shoyer opened this issue over 9 years ago
github.com/pandas-dev/pandas - shoyer opened this issue over 9 years ago
High memory usage pivot_table
github.com/pandas-dev/pandas - cangermueller opened this issue over 9 years ago
github.com/pandas-dev/pandas - cangermueller opened this issue over 9 years ago
BUG: partial nan levels missing when grouping
github.com/pandas-dev/pandas - jreback opened this issue over 9 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 9 years ago
DOC: splitting the IO docs into separate pages
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 9 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 9 years ago
New feature/enhancement request: Merge dataframes where one value is between two others
github.com/pandas-dev/pandas - stoffprof opened this issue over 9 years ago
github.com/pandas-dev/pandas - stoffprof opened this issue over 9 years ago
Poor read_csv performance on file with many columns
github.com/pandas-dev/pandas - tloredo opened this issue almost 10 years ago
github.com/pandas-dev/pandas - tloredo opened this issue almost 10 years ago
Status of io.sql.get_schema as public function?
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue almost 10 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue almost 10 years ago
pd.merge for outer with empty dataframe on the left side results in merged dataframe with the key column not being first
github.com/pandas-dev/pandas - kundapur opened this issue almost 10 years ago
github.com/pandas-dev/pandas - kundapur opened this issue almost 10 years ago
Grouped plot legend does not create legend entry for first group
github.com/pandas-dev/pandas - michaelaye opened this issue almost 10 years ago
github.com/pandas-dev/pandas - michaelaye opened this issue almost 10 years ago
False negative on SettingWithCopyWarning
github.com/pandas-dev/pandas - adamklein opened this issue almost 10 years ago
github.com/pandas-dev/pandas - adamklein opened this issue almost 10 years ago
pandas.DataFrame.plot(): Labels do not appear in legend
github.com/pandas-dev/pandas - JohnNapier opened this issue almost 10 years ago
github.com/pandas-dev/pandas - JohnNapier opened this issue almost 10 years ago
BUG: DataFrame.unstack() does not properly sort list of levels
github.com/pandas-dev/pandas - seth-p opened this issue almost 10 years ago
github.com/pandas-dev/pandas - seth-p opened this issue almost 10 years ago
Support pad/backfill/nearest reindexing even for unsorted indexes by storing a sorted index?
github.com/pandas-dev/pandas - shoyer opened this issue almost 10 years ago
github.com/pandas-dev/pandas - shoyer opened this issue almost 10 years ago
BUG: DataFrame Apply unexpectedly casts types (uint64)
github.com/pandas-dev/pandas - bdmcfar opened this issue almost 10 years ago
github.com/pandas-dev/pandas - bdmcfar opened this issue almost 10 years ago
API: consistent float_format specification
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue about 10 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue about 10 years ago
Use KDTrees to support nearest neighbor queries/joins on MultiIndexes?
github.com/pandas-dev/pandas - shoyer opened this issue about 10 years ago
github.com/pandas-dev/pandas - shoyer opened this issue about 10 years ago
ENH: implement clip for sparse structures
github.com/pandas-dev/pandas - wholmgren opened this issue about 10 years ago
github.com/pandas-dev/pandas - wholmgren opened this issue about 10 years ago
Constructing DataFrame from dict
github.com/pandas-dev/pandas - bmu opened this issue about 10 years ago
github.com/pandas-dev/pandas - bmu opened this issue about 10 years ago
np.float16 support
github.com/pandas-dev/pandas - datapythonista opened this issue about 10 years ago
github.com/pandas-dev/pandas - datapythonista opened this issue about 10 years ago
drop_duplicates() on a float64 type column containing NaN values will cause CPU 100% occupied forever
github.com/pandas-dev/pandas - scratdata opened this issue about 10 years ago
github.com/pandas-dev/pandas - scratdata opened this issue about 10 years ago
COMPAT: Floating point fractional hours for timedeltas gives unexpected precision issue
github.com/pandas-dev/pandas - ahjulstad opened this issue about 10 years ago
github.com/pandas-dev/pandas - ahjulstad opened this issue about 10 years ago
Use multi-row inserts for massive speedups on to_sql over high latency connections
github.com/pandas-dev/pandas - maxgrenderjones opened this issue about 10 years ago
github.com/pandas-dev/pandas - maxgrenderjones opened this issue about 10 years ago
ENH: other join types than 'left' for .update
github.com/pandas-dev/pandas - maxgrenderjones opened this issue about 10 years ago
github.com/pandas-dev/pandas - maxgrenderjones opened this issue about 10 years ago
bug in tz_localize when summer/winter time change
github.com/pandas-dev/pandas - gbakalian opened this issue over 10 years ago
github.com/pandas-dev/pandas - gbakalian opened this issue over 10 years ago
Klib upgrade (factorizing performance increase)
github.com/pandas-dev/pandas - CarstVaartjes opened this issue over 10 years ago
github.com/pandas-dev/pandas - CarstVaartjes opened this issue over 10 years ago
BUG: columns misaligned in repr when having >10 columns with integer index
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 10 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue over 10 years ago
ENH: read_csv to have a parse_timedelta kw to automatically parse into timedelta64
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
Allowing the index to be referenced by name, like a column
github.com/pandas-dev/pandas - makmanalp opened this issue over 10 years ago
github.com/pandas-dev/pandas - makmanalp opened this issue over 10 years ago
BUG: coercion of non-M8[ns] in datetime ops
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
API: disallow inplace setting with where and a non-np.nan value (GH7656)
github.com/pandas-dev/pandas - jreback opened this pull request over 10 years ago
github.com/pandas-dev/pandas - jreback opened this pull request over 10 years ago
BUG: option date_dayfirst does not function as expected
github.com/pandas-dev/pandas - clham opened this issue over 10 years ago
github.com/pandas-dev/pandas - clham opened this issue over 10 years ago
API: way to exclude the grouped column with apply
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
github.com/pandas-dev/pandas - jreback opened this issue over 10 years ago
DOC: freeze old whatsnew notes?
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue almost 11 years ago
github.com/pandas-dev/pandas - jorisvandenbossche opened this issue almost 11 years ago
PERF: Cython or C implementation for reading fixed-width files (read_fwf)
github.com/pandas-dev/pandas - stevenmanton opened this issue almost 11 years ago
github.com/pandas-dev/pandas - stevenmanton opened this issue almost 11 years ago
Allow multibyte separator / delimiter in read_csv() & read_table()
github.com/pandas-dev/pandas - dlcmh opened this issue almost 11 years ago
github.com/pandas-dev/pandas - dlcmh opened this issue almost 11 years ago
BUG df with 'index' as one name of a MultiIndex fails to save as HDFStore table
github.com/pandas-dev/pandas - glyg opened this issue about 11 years ago
github.com/pandas-dev/pandas - glyg opened this issue about 11 years ago