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Data type handling improvement:
* [`pandas/core/generic.py`](diffhunk://#diff-1a2e3df0db7dd8bddc2ec4bff9de8... | null | {
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- [ ] Adding new functionality to pandas
- [X] Changing existing functionality in pandas
- [ ] Removing existing functionality in pandas
### Problem Description
Amendment to #59996. The current stub has some imprecise typing.
### Feature Description
- inequalities do not cover comparisons of ... | null | {
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(important for subclassing and protocols)
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- added `np.datetime64` and `np.timedelta64` as compatible with `__floordiv__` and `__truediv__`
- reworked comparisons:
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- Fix: Added mask for NA values
- Test: Added test to series/test_reductions since the test uses
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This pull request addresses issue #58977 by improving the handling of missing data in the `combine_first` method. The changes ensure that `None` values are replaced with `NaN`, which allows for better integration with other Pandas functions that expect `NaN` values.
### Related Issue
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- [ ] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/con... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59978 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59978/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59978/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59978/events | https://github.com/pandas-dev/pandas/issues/59978 | 2,568,377,394 | I_kwDOAA0YD86ZFlQy | 59,978 | DOC: Pandas 2.2.3 pyproject.toml missing "Python 3.13" in classifiers -- but Pandas supports this Python version | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `main` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
This does not directly impact Pandas behavior, so Docs is the best fit for issue from what I can see. On searching do... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59977 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59977/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59977/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59977/events | https://github.com/pandas-dev/pandas/issues/59977 | 2,568,282,267 | I_kwDOAA0YD86ZFOCb | 59,977 | ENH: Add support for generating 4-4-5 but by month not just quarter or year | {
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- [X] Adding new functionality to pandas
- [ ] Changing existing functionality in pandas
- [ ] Removing existing functionality in pandas
### Problem Description
Currently, you can generate quarters that fit the 4-4-5 fiscal calendar as is common in the retail world. [https://pandas.pydata.org/doc... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59976 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59976/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59976/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59976/events | https://github.com/pandas-dev/pandas/issues/59976 | 2,568,026,073 | I_kwDOAA0YD86ZEPfZ | 59,976 | DOC: Improve docs in the dt namespace | {
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E.g. https://pandas.pydata.org/docs/dev/reference/api/pandas.Series.dt.to_period.html
We currently copy the docstring from the underlying array method, which is at times either vague or incorrect as in the example above. We could instead ... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59973 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59973/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59973/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59973/events | https://github.com/pandas-dev/pandas/pull/59973 | 2,567,581,009 | PR_kwDOAA0YD859rYky | 59,973 | Shiny new feature | {
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- [ ] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature
- [ ] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/con... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59972 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59972/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59972/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59972/events | https://github.com/pandas-dev/pandas/pull/59972 | 2,567,554,253 | PR_kwDOAA0YD859rTGm | 59,972 | DOC: Fix title capitalization in documentation files (#32550) | {
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} | Corrected title capitalization in various .rst files to match the standard of capitalizing only the first word, unless a term like DataFrame or Series is involved.
Ran the script to find and
correct heading issues in the following files:
- doc/source/user_guide/timedeltas.rst
- doc/source/whatsnew/v0.7.0.rst
- ... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59971 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59971/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59971/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59971/events | https://github.com/pandas-dev/pandas/pull/59971 | 2,567,203,196 | PR_kwDOAA0YD859qUuE | 59,971 | BUG: fix #59950 handle duplicate column names in dataframe queries | {
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When calling `DataFrame.query()` on a DataFrame with duplicate column names, an unexpected `TypeError` is raised due to a change introduced in pandas 2.2.1. The root cause is the `self.dtypes[k]` returning a Series for duplicate column names instead of a single value, leading to a failure in th... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59965 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59965/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59965/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59965/events | https://github.com/pandas-dev/pandas/issues/59965 | 2,566,138,436 | I_kwDOAA0YD86Y9CpE | 59,965 | BUG: skipna=True operations don't skip NaN in FloatingArrays | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the [main branch](https://pandas.pydata.org/docs/... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59963 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59963/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59963/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59963/events | https://github.com/pandas-dev/pandas/pull/59963 | 2,565,996,942 | PR_kwDOAA0YD859mho8 | 59,963 | Fix API: astype method fails to raise errors for category data type | {
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- [x] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature
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https://api.github.com/repos/pandas-dev/pandas/issues/59956 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59956/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59956/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59956/events | https://github.com/pandas-dev/pandas/issues/59956 | 2,565,553,657 | I_kwDOAA0YD86Y6z35 | 59,956 | ENH: Disable Numpy memory allocation while concat | {
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- [ ] Adding new functionality to pandas
- [X] Changing existing functionality in pandas
- [ ] Removing existing functionality in pandas
### Problem Description
We have sparse data with many null values, and while reading it using Pandas with PyArrow, it doesn't consume much memory because of pan... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59955 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59955/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59955/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59955/events | https://github.com/pandas-dev/pandas/pull/59955 | 2,565,217,863 | PR_kwDOAA0YD859kBS- | 59,955 | DOCS: fix docstring validation errors for pandas.Series #59595 | {
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-i "pandas.Series.sparse.fill_value SA01" \
-i "pandas.Series.str.match RT03" \
- [x] Partially addresses #59595
- [ ] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a ne... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59954 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59954/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59954/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59954/events | https://github.com/pandas-dev/pandas/pull/59954 | 2,565,140,689 | PR_kwDOAA0YD859jw7E | 59,954 | BUG: PeriodIndex.to_datetime inconsistent with its docstring | {
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- [x] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature
- [x] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit).
- [ ]... | null | {
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- [ ] Adding new functionality to pandas
- [ ] Changing existing functionality in pandas
- [ ] Removing existing functionality in pandas
### Problem Description
### Problem
I am currently reading this book called Hands On Data Analysis using Pandas by Stefie Molin. There are two formats of dat... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59950 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59950/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59950/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59950/events | https://github.com/pandas-dev/pandas/issues/59950 | 2,563,513,795 | I_kwDOAA0YD86YzB3D | 59,950 | BUG: DataFrame.query() throws error when df has duplicate column names | {
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the [main branch](https://pandas.pydata.org/docs/dev/ge... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59948 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59948/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59948/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59948/events | https://github.com/pandas-dev/pandas/pull/59948 | 2,563,181,832 | PR_kwDOAA0YD859dHgl | 59,948 | Update html.py | {
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- [X] closes #59884 (Replace xxxx with the GitHub issue number)
- [X] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature
... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59947 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59947/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59947/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59947/events | https://github.com/pandas-dev/pandas/pull/59947 | 2,562,806,464 | PR_kwDOAA0YD859b4oy | 59,947 | Update hist.py | {
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Reduces these lines of code:
```
ax=ds.hist()
ax.set(
xlabel=ds.name,
)
```
to
```
ds.hist()
```
---
- [NA] closes #xxxx (Replace xxxx with the GitHub issue number)
- [NA] [Tests added and passed](https://p... | null | {
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- [x] closes #59207 (Replace xxxx with the GitHub issue number)
- [ ] [Tests added and passed](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#writing-tests) if fixing a bug or adding a new feature
- [ ] All [code checks passed](https://pandas.pydata.org/pandas-docs/dev/development/... | null | {
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- [x] Tests added and passed
- [x] Closes #59934
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the [main branch](https://pandas.pydata.org/docs/dev/ge... | null | {
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
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- [X] Changing existing functionality in pandas
- [ ] Removing existing functionality in pandas
### Problem Description
**Path:** pandas/core/tools/times.py
**Func:** to_time
Though to_time is able to handle several common time formats, I still wish ... | null | {
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https://api.github.com/repos/pandas-dev/pandas/issues/59922 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/59922/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/59922/comments | https://api.github.com/repos/pandas-dev/pandas/issues/59922/events | https://github.com/pandas-dev/pandas/issues/59922 | 2,555,190,802 | I_kwDOAA0YD86YTR4S | 59,922 | BUG: cannot filter an empty DataFrame by a non-numeric condition | {
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
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This approach does not break compatibility with existing code, at the expense of starting a ... | null | {
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- [x] xref #55178
- [x] [Tests added and passed](https://pandas.pydata.or... | null | {
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- [X] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this bug exists on the [main branch](https://pandas.pydata.org/docs/... | null | {
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