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github.com/pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
https://github.com/pandas-dev/pandas
pd.read_json With convert_axes Produces Different Index Type than Empty Frame
WillAyd opened this issue over 5 years ago
WillAyd opened this issue over 5 years ago
DataFrame[SparseArray] coerces to dense on sum(axis=1)
scottgigante opened this issue over 5 years ago
scottgigante opened this issue over 5 years ago
df.plot legend entries missing markers when plotting multiple dataframes on same axes
shahvi opened this issue over 5 years ago
shahvi opened this issue over 5 years ago
PERF: use numpy.random.Generator
thrasibule opened this issue over 5 years ago
thrasibule opened this issue over 5 years ago
Using "index" in a Series with a dict produces results inconsistent with documentation.
jsal13 opened this issue over 5 years ago
jsal13 opened this issue over 5 years ago
.infer_objects() behavior is unintuitive when used with schemaless inputs
rcarneva opened this issue over 5 years ago
rcarneva opened this issue over 5 years ago
Problem with MultiIndex upsampling / resampling
Hvass-Labs opened this issue over 5 years ago
Hvass-Labs opened this issue over 5 years ago
Various methods don't call call __finalize__
TomAugspurger opened this issue over 5 years ago
TomAugspurger opened this issue over 5 years ago
Problem with lzma module
Anatras opened this issue over 5 years ago
Anatras opened this issue over 5 years ago
Typing Stubs and PEP 561 compatibility
simonjayhawkins opened this issue over 5 years ago
simonjayhawkins opened this issue over 5 years ago
ROADMAP: Consistent missing value handling with new NA scalar
jorisvandenbossche opened this issue over 5 years ago
jorisvandenbossche opened this issue over 5 years ago
Issue 20927 fix resolves read_sas error for dates/datetimes greater than 2262-04-11
paul-lilley opened this pull request over 5 years ago
paul-lilley opened this pull request over 5 years ago
[Feature Request] pd.DataFrame.schema iterable
dazza-codes opened this issue over 5 years ago
dazza-codes opened this issue over 5 years ago
DataFrame.drop with empty DatetimeIndex behaves differently than passing empty Index
katsuya-horiuchi opened this issue over 5 years ago
katsuya-horiuchi opened this issue over 5 years ago
ENH: Cumsum with reset after certain upper/lower boundary is reached.
erfannariman opened this issue over 5 years ago
erfannariman opened this issue over 5 years ago
API/DEPR: Change default skipna behaviour + deprecate numeric_only in Categorical.min and max
makbigc opened this pull request over 5 years ago
makbigc opened this pull request over 5 years ago
BUG: pivot_table fails with aggfunc='size' and margins=True
kpflugshaupt opened this issue over 5 years ago
kpflugshaupt opened this issue over 5 years ago
Add a "scope" document
TomAugspurger opened this issue over 5 years ago
TomAugspurger opened this issue over 5 years ago
DEPR: pandas/core
jreback opened this issue over 5 years ago
jreback opened this issue over 5 years ago
ENH: allow EA to register types for is_scalar
jbrockmendel opened this issue over 5 years ago
jbrockmendel opened this issue over 5 years ago
Indexing on series where index is output from pd.cut
kuchenrolle opened this issue over 5 years ago
kuchenrolle opened this issue over 5 years ago
Slicing Series takes from sparse DataFrame with missing values slow
gincla opened this issue over 5 years ago
gincla opened this issue over 5 years ago
TimeStamp column name to_csv date_format
EnlNovius opened this issue over 5 years ago
EnlNovius opened this issue over 5 years ago
ENH: support 'duplicated' functionality for ExtensionArrays
jorisvandenbossche opened this issue over 5 years ago
jorisvandenbossche opened this issue over 5 years ago
DEPR: msgpack
jreback opened this issue over 5 years ago
jreback opened this issue over 5 years ago
Use pytest tmp file management fixtures instead of ensure_clean[_path|_dir]
jgehrcke opened this issue over 5 years ago
jgehrcke opened this issue over 5 years ago
Dataframe.mean with numeric_only=False results in error with strings
smangham opened this issue over 5 years ago
smangham opened this issue over 5 years ago
.astype() and Decimal
shadchin opened this issue over 5 years ago
shadchin opened this issue over 5 years ago
Import pandas is stopping python service
RamrajSekar opened this issue over 5 years ago
RamrajSekar opened this issue over 5 years ago
Replace flat columns with hierarchical while merge
dinya opened this issue over 5 years ago
dinya opened this issue over 5 years ago
Investigate performance regression in TimeSeries.infer_freq
TomAugspurger opened this issue over 5 years ago
TomAugspurger opened this issue over 5 years ago
BUG: pivot_table with margins=True and numeric columns is buggy
jschendel opened this issue over 5 years ago
jschendel opened this issue over 5 years ago
ExtensionDtype is missing hasobject
mitar opened this issue over 5 years ago
mitar opened this issue over 5 years ago
Inconsistent behaviour of __getitem__ and .loc with slices for DataFrames with MultiIndex columns
plammens opened this issue over 5 years ago
plammens opened this issue over 5 years ago
df.groupby on a column with complex numbers is broken
basnijholt opened this issue over 5 years ago
basnijholt opened this issue over 5 years ago
Add Annotations to assert_*_equal functions
WillAyd opened this issue over 5 years ago
WillAyd opened this issue over 5 years ago
DataFrame with datetime column cannot concat with non-identical columns
ruiann opened this issue over 5 years ago
ruiann opened this issue over 5 years ago
AWS_S3_HOST environment variable no longer available
jakobkogler opened this issue almost 6 years ago
jakobkogler opened this issue almost 6 years ago
Plotting ExtensionArrays
andrewgsavage opened this issue almost 6 years ago
andrewgsavage opened this issue almost 6 years ago
Weird performance characteristics of resampled quantile() function (100 times slower)
ghost opened this issue almost 6 years ago
ghost opened this issue almost 6 years ago
to_parquet and read_parquet are not symmetric if a column contains python lists
dave-kirby opened this issue almost 6 years ago
dave-kirby opened this issue almost 6 years ago
PERF: Performance regression (memory and time) on set_index method between 0.20.3 and 0.24.2
Ahrimanox opened this issue almost 6 years ago
Ahrimanox opened this issue almost 6 years ago
Setting index = false in function to_csv is not working
iamdeepti opened this issue almost 6 years ago
iamdeepti opened this issue almost 6 years ago
Groupby on single key should be accessible by tuple of length 1
KeithWM opened this issue almost 6 years ago
KeithWM opened this issue almost 6 years ago
Extremely Slow `Block.setitem()` when `value` is a builtin python type.
kykosic opened this issue almost 6 years ago
kykosic opened this issue almost 6 years ago
Design of DataFrame.where() is potentially counter-intuitive
scwilkinson opened this issue almost 6 years ago
scwilkinson opened this issue almost 6 years ago
pivot and pivot_table not able to handle complex numbers
Haigutus opened this issue almost 6 years ago
Haigutus opened this issue almost 6 years ago
subplots=True automatic xlim considers nan values since 0.24
JoElfner opened this issue almost 6 years ago
JoElfner opened this issue almost 6 years ago
RecursionError with using a list or tuple as 'other' in .where or .mask
gwerbin opened this issue almost 6 years ago
gwerbin opened this issue almost 6 years ago
Pandas doesn't recognize Pyarrow as a Parquet engine even though it's installed
bmwilly opened this issue almost 6 years ago
bmwilly opened this issue almost 6 years ago
bug - Pandas subplots loses data when sharex=True
ERIPECH opened this issue almost 6 years ago
ERIPECH opened this issue almost 6 years ago
Need way to get original column order (read_csv, read_json)
rfernand2 opened this issue about 6 years ago
rfernand2 opened this issue about 6 years ago
Pandas doesn't always cast strings to int consistently when using .isin()
BasilBeirouti opened this issue about 6 years ago
BasilBeirouti opened this issue about 6 years ago
read_sql had got stuck
wsty opened this issue about 6 years ago
wsty opened this issue about 6 years ago
API: ExtensionArray.astype to only return extension arrays ?
jorisvandenbossche opened this issue about 6 years ago
jorisvandenbossche opened this issue about 6 years ago
changing order of keys?
epierson9 opened this issue about 6 years ago
epierson9 opened this issue about 6 years ago
Fatal error with astype if duplicate columns are supplied for categorical
thomasfrederikhoeck opened this issue about 6 years ago
thomasfrederikhoeck opened this issue about 6 years ago
MemoryError on Left Merge
Shellcat-Zero opened this issue about 6 years ago
Shellcat-Zero opened this issue about 6 years ago
ValueError when using multi-level sum on Pandas DataFrame with empty columns
nheeren opened this issue about 6 years ago
nheeren opened this issue about 6 years ago
dtype for tz-naive DatetimeArray and TimedeltaArray
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
Bad freq invalidation in DatetimeIndex.where
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
Add an "extra info" section to the base ExtensionArray repr
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
Add ExtensionArray._scalar_from_string
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
sort_index(..., ascending=False, ...) overrides sort_remaining behavior with multiindex
alkasm opened this issue about 6 years ago
alkasm opened this issue about 6 years ago
BUG - PeriodIndex.freq.normalize option gets cached per process
aa1371 opened this issue about 6 years ago
aa1371 opened this issue about 6 years ago
TST: Implement tests for Date/TimelikeOps directly on array
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
API: capabilities of df.set_index
h-vetinari opened this issue about 6 years ago
h-vetinari opened this issue about 6 years ago
Allow dtype promotion in Series[ExtensionArray].__setitem__?
TomAugspurger opened this issue about 6 years ago
TomAugspurger opened this issue about 6 years ago
(Suggestion) Alert user when passing %p and %H in same format
MrArca9 opened this issue about 6 years ago
MrArca9 opened this issue about 6 years ago
Add support for extra formats to all .strftime() methods.
ngnpope opened this issue about 6 years ago
ngnpope opened this issue about 6 years ago
"RecursionError: maximum recursion depth exceeded while calling a Python object" when using groupby, resample, and agg
trianta2 opened this issue about 6 years ago
trianta2 opened this issue about 6 years ago
DOC: Template Timestamp & NaT docstrings
mroeschke opened this issue about 6 years ago
mroeschke opened this issue about 6 years ago
ASV: docs, runtime, stability, build acceleration, PR integration?
h-vetinari opened this issue about 6 years ago
h-vetinari opened this issue about 6 years ago
PERF: concat perf
TomAugspurger opened this issue over 6 years ago
TomAugspurger opened this issue over 6 years ago
pandas.cut: the 'include_lowest' argument isn't behaving as documented
evarga opened this issue over 6 years ago
evarga opened this issue over 6 years ago
Require the dtype of SparseArray.fill_value and sp_values.dtype to match
TomAugspurger opened this issue over 6 years ago
TomAugspurger opened this issue over 6 years ago
DataFrame merge significantly slower in Python 3.6 and 3.7
mpeleshenko opened this issue over 6 years ago
mpeleshenko opened this issue over 6 years ago
ENH: allow rolling with non-numerical (eg string) data
randomgambit opened this issue over 6 years ago
randomgambit opened this issue over 6 years ago
Add chunksize support to to_json
julienfr112 opened this issue over 6 years ago
julienfr112 opened this issue over 6 years ago
ExtensionArray.value_counts
TomAugspurger opened this issue over 6 years ago
TomAugspurger opened this issue over 6 years ago
DOC: Generating docs doesn't work if path has whitespaces
datapythonista opened this issue over 6 years ago
datapythonista opened this issue over 6 years ago
merge_asof can't handle floats in by column?
rndeon opened this issue over 6 years ago
rndeon opened this issue over 6 years ago
Reading SAS time variables
sasutils opened this issue over 6 years ago
sasutils opened this issue over 6 years ago
Alternative wheel build
lyssdod opened this issue over 6 years ago
lyssdod opened this issue over 6 years ago
Series.str.decode() turns arrays of strings to NaN and fails on byte strings
abrakababra opened this issue over 6 years ago
abrakababra opened this issue over 6 years ago
Invitation for comments / use: reading large fixed-width datasets efficiently
davclark opened this issue over 6 years ago
davclark opened this issue over 6 years ago
Add support for "regex" library
pmav99 opened this issue over 6 years ago
pmav99 opened this issue over 6 years ago
get_group(...) fails for groupby(...) based on a function
Kimonode opened this issue over 6 years ago
Kimonode opened this issue over 6 years ago
MultiIndex Bug Copying Values Incorrectly When Adding Values To Index
JonahJ opened this issue over 6 years ago
JonahJ opened this issue over 6 years ago
[Feature Request] Providing a cache option for `pd.read_sql()`
Ouwen opened this issue over 6 years ago
Ouwen opened this issue over 6 years ago
astype not converting timedelta and datetime strings
fjdiod opened this issue over 6 years ago
fjdiod opened this issue over 6 years ago
Updating value of a single row of a column using loc or at fails
abhinav-upadhyay opened this issue over 6 years ago
abhinav-upadhyay opened this issue over 6 years ago
Refactor from_records to load data in an efficient way
datapythonista opened this issue over 6 years ago
datapythonista opened this issue over 6 years ago
ENH: Interval type should support intersection, union & overlaps & difference
haleemur opened this issue over 6 years ago
haleemur opened this issue over 6 years ago
API: add `inplace` kwarg to NDFrame.droplevel
vbarda opened this issue over 6 years ago
vbarda opened this issue over 6 years ago
Slowdown of str(record) of DataFrame.to_records() method
gitrus opened this issue over 6 years ago
gitrus opened this issue over 6 years ago
DEPR: combine_first (replace with update(..., join='outer'); for both Series/DF)
h-vetinari opened this issue over 6 years ago
h-vetinari opened this issue over 6 years ago
DOC: Series.mask() should point to Series.where() and vice versa
teoguso opened this issue over 6 years ago
teoguso opened this issue over 6 years ago
Support multiple characters for `comment` in read_csv
orangeSi opened this issue over 6 years ago
orangeSi opened this issue over 6 years ago
BUG: .values for objects containing categoricals with box-able categories
jorisvandenbossche opened this issue over 6 years ago
jorisvandenbossche opened this issue over 6 years ago