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Most issues
Fewest issues
Nuisance Columns
Nuisance Columns
Identifying/Dropping nuisance columns in reductions, groupby.add, DataFrame.apply
3
numba
numba
numba-accelerated operations
7
Numeric Operations
Numeric Operations
Arithmetic, Comparison, and Logical operations
91
OS X
OS X
Related to Mac OS & hardware issues (M1)
3
Output-Formatting
Output-Formatting
__repr__ of pandas objects, to_string
82
PDEP
PDEP
pandas enhancement proposal
5
PDEP6-related
PDEP6-related
related to PDEP6 (not upcasting during setitem-like Series operations)
7
Performance
Performance
Memory or execution speed performance
140
Period
Period
Period data type
61
pyarrow dtype retention
pyarrow dtype retention
op with pyarrow dtype -> expect pyarrow result
8
PyPy
PyPy
1
Python 3.9
Python 3.9
1
Python 3.10
Python 3.10
1
Python 3.11
Python 3.11
1
Python 3.12
Python 3.12
1
Python 3.13
Python 3.13
2
quantile
quantile
quantile method
6
Reduction Operations
Reduction Operations
sum, mean, min, max, etc.
59
Refactor
Refactor
Internal refactoring of code
35
Regression
Regression
Functionality that used to work in a prior pandas version
92
Release
Release
3
rename
rename
7
replace
replace
replace method
33
Resample
Resample
resample method
73
Reshaping
Reshaping
Concat, Merge/Join, Stack/Unstack, Explode
199
Roadmap
Roadmap
A proposal for the roadmap.
1
Segfault
Segfault
Non-Recoverable Error
5
Series
Series
Series data structure
22
setitem-with-expansion
setitem-with-expansion
11
setops
setops
union, intersection, difference, symmetric_difference
10