Author#
耿远昊,华东师范大学统计学本科,威斯康星大学麦迪逊分校统计学硕士,Datawhale成员,《pandas数据处理与分析》作者。pandas contributor,积极参与pandas开源社区生态建设,包括漏洞修复、功能实现与性能优化等,对pandas在数据处理与分析中的应用有丰富经验。
Contributions to pandas project#
Merged#
#33783 DOC: fix doc for
crosstab
with Categorical data input#36516 DOC: Correct inconsistent description on default
DateOffset
setting#37607 BUG:
nunique
not ignoring bothNone
andnp.nan
#37830 BUG:
MultiIndex.drop
does not raise if labels are partially found#38029 BUG:
unstack
with missing levels results in incorrectindex
names#38089 BUG:
merge_ordered
fails with list-likeleft_by
orright_by
#38170 BUG: unexpected
merge_ordered
results caused by wronglygroupby
#38173 BUG: array-like
quantile
fails on columngroupby
#38257 BUG:
groupby.apply
on theNaN
group drops values with originalaxes
return#38408 ENH: add end and end_day
origin
forresample
#38492 BUG:
CategoricalIndex.reindex
fails whenIndex
passed with labels all in category#44827 PERF: faster
Dataframe
construction fromrecarray
#46546 BUG:
pd.concat
with identical key leads to multi-indexing error#46654 TST: add validation checks on levels keyword from
pd.concat
#46656 BUG:
df.nsmallest
get wrong results whenNaN
in the sorting column#47605 BUG:
df.groupby().resample()[[cols]]
without key columns raiseKeyError
#47685 TST: avoid sort when concat int-index
Dataframes
withsort=False
#47708 BUG:
json_normalize
raises boardcasting error with list-likemetadata
#47714 BUG:
df.fillna
ignores axis whenDataFrame
is single block#47717 TST: add test for
groupby
withdropna=False
on multi-index#47731 BUG:
groupby.corrwith
fails withaxis=1
andother=df
#47757 BUG:
wide_to_long
fails whenstubnames
miss andi
containsstring
column#47779 PERF: efficient
argmax/argmin
forSparseArray
#47810 BUG: fix
SparseArray.unique
IndexError and_first_fill_value_loc
algo