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https://api.github.com/repos/pandas-dev/pandas/issues/28713 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28713/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28713/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28713/events | https://github.com/pandas-dev/pandas/pull/28713 | 500,857,734 | MDExOlB1bGxSZXF1ZXN0MzIzMjQwODM5 | 28,713 | Update contributing.rst | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28714 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28714/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28714/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28714/events | https://github.com/pandas-dev/pandas/issues/28714 | 500,870,798 | MDU6SXNzdWU1MDA4NzA3OTg= | 28,714 | Error while installing dependencies | {
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```
python3 -m venv pandas-venv
source pandas-venv/bin/activate
cd pandas-MyUserName
python -m pip install -r requirements-dev.txt
```
I get an error on line 20:
> ERROR: Could not find a version that satisfies the requirement dask-core (from -r requirements-dev.txt (line 20)) (from versions: n... | {
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- All tests in test_pytables are passing
@simonjayhawkins as discussed this is the pre work to splitting this large test file into smaller files. So far, I have fixturised the class base class and updated methods using self.path from base to use the setup_path fixture instead.
Next I plan to ... | {
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list like object like Series
closes #28435 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28722 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28722/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28722/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28722/events | https://github.com/pandas-dev/pandas/pull/28722 | 500,928,507 | MDExOlB1bGxSZXF1ZXN0MzIzMjk5MDI0 | 28,722 | API: Change matplotlib formatter registration | {
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1. Enforces the deprecation of pandas auto registering our formatters.
2. Provides a new option, "auto", which will only apply our formatters to our plots. By default, the value will be "auto".
Background: pandas used to register formatters for Period, datetime, date, and time. This forma... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28723 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28723/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28723/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28723/events | https://github.com/pandas-dev/pandas/pull/28723 | 500,931,312 | MDExOlB1bGxSZXF1ZXN0MzIzMzAxMjky | 28,723 | DOC: Fixed PR06 docstrings errors in pandas.ExcelWriter | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28724 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28724/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28724/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28724/events | https://github.com/pandas-dev/pandas/issues/28724 | 500,943,518 | MDU6SXNzdWU1MDA5NDM1MTg= | 28,724 | Fix PR06 issues in docstrings | {
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... | 11 | 2019-10-01T14:40:18Z | 2021-09-09T05:09:26Z | null | CONTRIBUTOR | null | Fix the docstrings where there is an error in a parameter format, eg string instead of str.
Current errors:
```
pandas.Series.to_json: Parameter "indent" type should use "int" instead of "integer"
pandas.Timestamp.ceil: Parameter "freq" type should use "str" instead of "string"
pandas.Timestamp.day_name: Parameter... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28725 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28725/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28725/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28725/events | https://github.com/pandas-dev/pandas/pull/28725 | 500,950,712 | MDExOlB1bGxSZXF1ZXN0MzIzMzE2OTc3 | 28,725 | Change maybe_promote fill_value to dt64/td64 NaT instead of iNaT | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28726 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28726/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28726/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28726/events | https://github.com/pandas-dev/pandas/issues/28726 | 500,962,054 | MDU6SXNzdWU1MDA5NjIwNTQ= | 28,726 | DOC: Add docstring to fixture "frame" in "tests/io/excel/conftest.py" | {
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Add docstring to fixture "frame" in "tests/io/excel/conftest.py" as it is not clear what the method does. | {
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- 0 tests added
- passes `black pandas`
- passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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this is part of a larger clean up of
the dataframe class
this fixes a subset of #28702
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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The main advantage is that it will reuse the same position when you have text as axis values. Previously, the tick position was determined by the order of the given element, so that ['A', 'B'] where given label [0, 1], and if updatin... | {
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At first the error come from the intersection of the two indexes, that resulted in an unsorted index with an invalid lexsort_depth value. Then when looking at the lexsort_depth function I found the deeper error, where the returned lexsort_... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28738 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28738/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28738/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28738/events | https://github.com/pandas-dev/pandas/issues/28738 | 501,094,310 | MDU6SXNzdWU1MDEwOTQzMTA= | 28,738 | DOC: Fixing docstrings formatting error PR08, PR09 in pandas.Series | {
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] | closed | false | null | [] | null | 1 | 2019-10-01T19:18:30Z | 2019-10-15T19:07:48Z | 2019-10-15T19:07:48Z | CONTRIBUTOR | null | This is a subset of:
- [#28602](https://github.com/pandas-dev/pandas/issues/28602) the PR09 issue overview,
- [#25232](https://github.com/pandas-dev/pandas/issues/25232) the PR08 issue overview,
- [#27977](https://github.com/pandas-dev/pandas/issues/27977) the overall docstring error overview
Fixing PR08 and PR... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28739 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28739/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28739/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28739/events | https://github.com/pandas-dev/pandas/pull/28739 | 501,098,608 | MDExOlB1bGxSZXF1ZXN0MzIzNDM3Njgy | 28,739 | DOC: fix PR09,PR08 errors for pandas.Timestamp | {
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Note: for `Timestamp.tz_localize` , the `deprecated:: 0.24.0` was in the wrong place. the indentation implied it was only deprecating the `coerce` argument of the `errors` parameter, but if you read both of the arguments for `errors`, it implies the entire parameter is deprecated in favo... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28740 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28740/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28740/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28740/events | https://github.com/pandas-dev/pandas/issues/28740 | 501,116,698 | MDU6SXNzdWU1MDExMTY2OTg= | 28,740 | Include/exclude using multiple columns | {
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In my use of pandas there is often need to filter (exclude or keep) all the rows that meet a certain condition on multiple column **simultaneously**. For example column A is equal to 1 and c... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28741 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28741/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28741/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28741/events | https://github.com/pandas-dev/pandas/pull/28741 | 501,223,230 | MDExOlB1bGxSZXF1ZXN0MzIzNTM5Mzg4 | 28,741 | BUG: Fix DataFrame logical ops Series inconsistency | {
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closes #5035
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Will need to look and see if this closes anything else.
This will have a merge conflict with #28638, that is a slightly higher priority.
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- [x] tests added / passed - I didn't run the full `pytest` suite on the actual code, but rather re-ran:
```
./scripts/validate_docstrings.py pandas.Series.drop --errors=PR02
```
to confirm that the docstring formatting passed
- [x] passes `black pandas`
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- tests added/ passed - Checked with
```
./scripts/validate_docstrings.py pandas.io.formats.style.Styler --errors=PR08,PR09
```
- passes `black pandas`
- passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- whatsnew entry - not needed
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- [x] tests added / passed - Didn't run all tests, only those concerning the issue (`./scripts/validate_docstrings.py pandas.Series.drop --errors=PR02`)
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- No new tests added
- black pandas ran successfully
- This PR is the next step reference in #28715.
@simonjayhawkins and @jreback as promised, this PR contains the following new and EXCITING changes:
1. Created a contest.py in the pytables sub directory conta... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28747 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28747/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28747/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28747/events | https://github.com/pandas-dev/pandas/issues/28747 | 501,408,454 | MDU6SXNzdWU1MDE0MDg0NTQ= | 28,747 | DOC: Fixing docstring formatting errors in PR08, PR09 in pandas.io | {
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```
pandas.io.formats.style.Styler.apply: Parameter "func" description should start with a capital letter
pandas.io.formats.style.Styler.apply: Parameter "axis" description should start with a capital letter
pandas.io.formats.style.Styler.apply: Parameter "subset" description ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28748 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28748/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28748/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28748/events | https://github.com/pandas-dev/pandas/pull/28748 | 501,417,227 | MDExOlB1bGxSZXF1ZXN0MzIzNjk0MTY0 | 28,748 | DOC: Fixed doctring errors PR08, PR09 in pandas.io | {
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- passes `black pandas`
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... | 7 | 2019-10-02T17:09:44Z | 2021-03-31T00:48:05Z | 2021-03-31T00:48:04Z | CONTRIBUTOR | null | Many groupby aggregations like sum, min, max, mean, and so on take a `sort=` keyword. Count doesn't for some reason.
```python
In [1]: import pandas as pd
In [2]: df = pd.DataFrame({"x": [3, 4, 1, 3, 4, 1], "y": [1, 2, 3, 4, 5, 6]})
In [3]: df.groupby("x").y.sum(sort=False)
Out[3]:
x
1 9
3 5
4 ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28756 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28756/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28756/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28756/events | https://github.com/pandas-dev/pandas/pull/28756 | 501,638,551 | MDExOlB1bGxSZXF1ZXN0MzIzODcyNzI1 | 28,756 | Fixed docstring errors in pandas.period range and pandas.PeriodIndex | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2019-10-02T17:58:37Z | 2019-10-02T22:50:22Z | 2019-10-02T22:50:17Z | CONTRIBUTOR | null | - [x] addresses #28724
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff
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https://api.github.com/repos/pandas-dev/pandas/issues/28757 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28757/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28757/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28757/events | https://github.com/pandas-dev/pandas/issues/28757 | 501,688,433 | MDU6SXNzdWU1MDE2ODg0MzM= | 28,757 | Order should not matter when comparing index | {
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I discover the following,
```
import pandas.util.testing as pdt
m1 = pd.MultiIndex.from_product([[1], list('ab')])
m2 = pd.MultiIndex.from_product([[1], list('abc')])
m3 = pd.MultiIndex.from_product([[1], list('cab')])
# 1. this raise... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28758 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28758/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28758/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28758/events | https://github.com/pandas-dev/pandas/pull/28758 | 501,688,622 | MDExOlB1bGxSZXF1ZXN0MzIzOTE0MTY0 | 28,758 | Changed pypi tag of Cython | {
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- [x] closes #xxxx
- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/28759 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28759/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28759/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28759/events | https://github.com/pandas-dev/pandas/issues/28759 | 501,691,148 | MDU6SXNzdWU1MDE2OTExNDg= | 28,759 | API: ops alignment behavior inconsistencies | {
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Case 1: consider `op(ser1, ser2)` for two Series with non-matching indexes.
- arithmetic ops call `self.align(other)`
- comparison ops raise `ValueError("C... | {
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- [ ] xref #28724
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- [x] tests added / passed
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- [x] whatsnew entry
Modifies `categorical.astype` to allow for casting to extension dtypes. Also fixes the merge issue identified in #28668. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28763 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28763/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28763/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28763/events | https://github.com/pandas-dev/pandas/pull/28763 | 501,811,396 | MDExOlB1bGxSZXF1ZXN0MzI0MDEyNzQ2 | 28,763 | CLN: Define UDFException for catching arbitrary Exception | {
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Maybe at the end of this process we can add a code check to disallow `except Exception` altogether. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28764 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28764/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28764/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28764/events | https://github.com/pandas-dev/pandas/pull/28764 | 501,815,170 | MDExOlB1bGxSZXF1ZXN0MzI0MDE1Njk1 | 28,764 | TST: port maybe_promote tests from #23982 | {
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The tests are copied almost verbatim. The only change is updating the datetime64/timedelta64 expected results to be datetime64/timedelta64 instead of iNaT. | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
This changes the method used to find arguments from `inspect.getfullargspec` to `inspect.signature` and changes the handling accordingly. It also no... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28766 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28766/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28766/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28766/events | https://github.com/pandas-dev/pandas/issues/28766 | 501,843,825 | MDU6SXNzdWU1MDE4NDM4MjU= | 28,766 | to_string() does not have an "encoding" parameter. | {
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```python
df = pd.DataFrame(data = {'Japanese' : 'γγγ«γ‘γ―', 'English' : 'Hello'}, index = [0])
df.to_string()
```
#### Output of ``pd.show_versions()``
<details>
[paste the output of ``pd.show_versions()`` here below this line]
INSTALLED VERSIONS
--... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28767 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28767/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28767/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28767/events | https://github.com/pandas-dev/pandas/issues/28767 | 501,953,824 | MDU6SXNzdWU1MDE5NTM4MjQ= | 28,767 | DataFrame.replace inconsistent behaviour with regex and nan | {
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When `to_replace` is a simple string, only the target values are replaced with `nan`
```python
import numpy as np
import pandas as pd
import re
df = pd.DataFrame([['1', '2... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28768 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28768/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28768/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28768/events | https://github.com/pandas-dev/pandas/issues/28768 | 501,954,825 | MDU6SXNzdWU1MDE5NTQ4MjU= | 28,768 | Minimum output differs between timezone-aware and timezone-naive datetimes | {
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] | closed | false | null | [] | null | 1 | 2019-10-03T09:32:30Z | 2019-10-03T15:40:46Z | 2019-10-03T15:40:40Z | NONE | null | #### Code Sample
```python
import pandas as pd
import datetime
# setup a dataframe with some dates in
df_dates = pd.DataFrame({
'a': [datetime.datetime(2010, 1, i) for i in range(2, 7)],
'b': [datetime.datetime(2010, 1, i) for i in range(1, 6)]
})
# set first date in fir... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28769 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28769/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28769/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28769/events | https://github.com/pandas-dev/pandas/issues/28769 | 502,110,469 | MDU6SXNzdWU1MDIxMTA0Njk= | 28,769 | DataFrame.append with empty list raises IndexError | {
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```python
>>> import pandas
>>> pandas.DataFrame().append([])
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File ".env\lib\site-packages\pandas\core\frame.py", line 7108, in append
elif isinstance(other, list) and not isinstance(other[0], DataFrame):
IndexErro... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28770 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28770/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28770/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28770/events | https://github.com/pandas-dev/pandas/issues/28770 | 502,141,022 | MDU6SXNzdWU1MDIxNDEwMjI= | 28,770 | Align ExtensionArray with abc.Sequence | {
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... | 11 | 2019-10-03T15:34:13Z | 2021-07-21T05:12:55Z | null | MEMBER | null | ref https://github.com/pandas-dev/pandas/pull/28762#issuecomment-537760065
Right now the ExtensionArray is missing a few methods that would allow it to align with the `abc.Sequence` interface, namely `count`, `index`, `__reversed__` and `__contains__`
I think we might want to add those items to the interface to a... | {
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"followers_url": "https://api.github.com/users/wesm... | 6 | 2019-10-03T17:18:48Z | 2019-10-06T06:58:29Z | 2019-10-05T23:00:35Z | CONTRIBUTOR | null | In #28621 I hid the deprecated method ``Index.set_value`` in the docs (in ``indexing.rst``) and in the REPL/Ipython (by adding it to ``Index._deprecations``). I like that as it hides not-recommended parts of the pandas API and guides users away from deprecated methods.
I've given the already deprecated method ``Inde... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28773 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28773/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28773/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28773/events | https://github.com/pandas-dev/pandas/issues/28773 | 502,199,217 | MDU6SXNzdWU1MDIxOTkyMTc= | 28,773 | apply sometimes unexpectantly casts int64 series to objects | {
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... | 7 | 2019-10-03T17:32:00Z | 2021-07-21T05:14:16Z | null | NONE | null | #### Problem description
`pandas.DataFrame.apply()`seems to be converting series from int64 to object in some circumstances, and I'm not sure why. An example of the strange behavior I'm seeing is shown below, along with comments on what I'm expecting to see versus what I actually see. Note, this issue was originally... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28774 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28774/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28774/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28774/events | https://github.com/pandas-dev/pandas/pull/28774 | 502,256,307 | MDExOlB1bGxSZXF1ZXN0MzI0MzczODQ5 | 28,774 | PERF: block-wise ops for scalar and series | {
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I got this passing locally, haven't gone back through to do e.g. lint fixups. There are a few places where this surfaced bugs that can be fixed independently.
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https://api.github.com/repos/pandas-dev/pandas/issues/28775 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28775/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28775/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28775/events | https://github.com/pandas-dev/pandas/pull/28775 | 502,266,050 | MDExOlB1bGxSZXF1ZXN0MzI0MzgxODYy | 28,775 | TST: Remove maybe_promote tests for iNaT as an NA value | {
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Removes 22 xfails (leaving 317 in this file) | {
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*if* we go for a new NA value, we also need to decide the behaviour of this value in comparison operations. And consequently, we also need to de... | {
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```python
df = pd.DataFrame([
['a', 1], ['a', 2], ['a', 3],
['b', 1], ['b', 3], ['b', 5]
], columns=['key', 'val'])
print(df.groupby('key').rolling(2).quantile(.4, interpolation='lower'))
```
#### Problem description
The keyword argument `interp... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28780 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28780/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28780/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28780/events | https://github.com/pandas-dev/pandas/issues/28780 | 502,348,458 | MDU6SXNzdWU1MDIzNDg0NTg= | 28,780 | DOC: wrong formatting of the set_option docs | {
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Notes section of the set_option docs seem to have lost some formatting/spacing on master.
PR coming to fix!
Ali | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28781 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28781/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28781/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28781/events | https://github.com/pandas-dev/pandas/pull/28781 | 502,365,178 | MDExOlB1bGxSZXF1ZXN0MzI0NDYzNTM0 | 28,781 | DOC: fix DataFrame.plot docstrings errors PR09,PR08 | {
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also fix a few formatting issues
related to default arguments
and argument ordering
- [x] tests added / passed
- [x] passes `black pandas` | {
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Currently fails (locally at least) with 5 tests, which interestingly enough seem mostly related to `mean`. Need to debug further but submitting now for feedback | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28783 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28783/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28783/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28783/events | https://github.com/pandas-dev/pandas/pull/28783 | 502,399,755 | MDExOlB1bGxSZXF1ZXN0MzI0NDg4ODkx | 28,783 | BUG: pd.MultiIndex.get_loc(np.nan) | {
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"color": "d7... | closed | false | null | [] | null | 2 | 2019-10-04T03:06:22Z | 2019-10-10T10:47:36Z | 2019-10-10T09:35:55Z | CONTRIBUTOR | null | MultiIndex.get_loc can find nan when input is NA value(e.g. nan, None)
- [ ] closes #19132
- [x] tests added / passed
- [x] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/28784 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28784/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28784/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28784/events | https://github.com/pandas-dev/pandas/issues/28784 | 502,417,529 | MDU6SXNzdWU1MDI0MTc1Mjk= | 28,784 | DOC/Discussion: Update docstrings guide to include guidance for edge cases | {
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Opening this as a placeholder to document edge cases encountered w... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28786 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28786/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28786/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28786/events | https://github.com/pandas-dev/pandas/issues/28786 | 502,521,906 | MDU6SXNzdWU1MDI1MjE5MDY= | 28,786 | datetime64[ns] dtype coerced to object after pd.concat(axis=1) | {
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```python
import pandas as pd
df1 = pd.DataFrame([], index=[], columns = ["foo"])
df2 = pd.DataFrame(data=list(range(20)),index=pd.date_range(start='2000', end='2020', freq='A-DEC'),columns=["bar"])
print(df2.index.dtype.name)
# Output: `datetime64[ns]`
df = pd.concat(... | {
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Consider the following data frame:
```
df = pd.DataFrame(data=(('Bob', 2), ('Greg', None), ('Greg', 6)), columns=['Name', 'Items'])
```
```
Name Items
0 Bob 2.0
1 Greg NaN
2 Greg 6.0
```
Now I want to group by `Name` and sum the `Items`, but I want the sum to ... | {
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... | open | false | null | [] | null | 0 | 2019-10-04T15:03:07Z | 2020-06-28T06:35:33Z | null | NONE | null | #### Code Sample, a copy-pastable example if possible
```
import pandas as pd
from pandas.api.types import CategoricalDtype
cat1_type = CategoricalDtype(categories=[101, 202, 303], ordered=True)
cat2_type = CategoricalDtype(categories=["a", "b", "c", "d"], ordered=True)
df = pd.DataFrame({'cat1': [101, 101,... | {
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- [x] closes #23630
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [x] closes #6942
- [x] test added
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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```python
import pandas as pd
index = pd.MultiIndex.from_product([['a', 'b'], [1, 2]])
df = pd.DataFrame(range(4), index=index)
store = pd.HDFStore('store.h5')
store.append('dataframe', df)
store.select('dataframe', where="level_0 in 'b' and level_1 in 2")
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... | 19 | 2019-10-04T15:56:47Z | 2021-11-20T05:48:53Z | 2021-11-20T05:48:53Z | CONTRIBUTOR | null | There are issues in some docstrings where the See Also section is not complete. All of the following errors exist because there is no description for a referenced function or method. If these can get fixed then CI will be able to check all of the See Also section errors! The command to check for the errors is `./script... | {
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- [x] closes #28791
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- [x] tests added / passed
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- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Improves performance of ``Categorical.searchsorted`` by avoiding expensive data convertions.
```python
>>> n = 100_000
>>> c = pd.Categorical(['... | {
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See for example: https://dev.pandas.io/docs/user_guide/reshaping.html#multiple-levels
The first block code has no colors, just black. The next block is coloring the `In[27]`, the literals.
Checking th... | {
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- [x] closes #28294 - or at least attempts to
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Fixes an issue where column name information was getting dropped when grouping by a categorical column. I had to change a couple existing tests which I think were incorrect since they were implicitly assuming this beh... | {
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I ran into this on a more complicated `groupby().apply(lambda: ...)` call, but reproduced a simple version below of what I think seems like a bug (or at least undesirable behavior).
```python
import pandas as pd
# simple dataframe
test = pd.DataFrame({'... | {
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Summary:
- Removed `test_interval_new.py`
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https://api.github.com/repos/pandas-dev/pandas/issues/28801 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28801/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28801/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28801/events | https://github.com/pandas-dev/pandas/pull/28801 | 503,016,749 | MDExOlB1bGxSZXF1ZXN0MzI0OTc2ODQ2 | 28,801 | TST: Move datetime specific test from common tests | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28802 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28802/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28802/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28802/events | https://github.com/pandas-dev/pandas/pull/28802 | 503,017,106 | MDExOlB1bGxSZXF1ZXN0MzI0OTc3MDkw | 28,802 | BUG: Coercing bool types to int in qcut | {
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- [x] tests added / passed: `pytest pandas/tests/reshape/test_qcut.py pandas/tests/reshape/test_cut.py -v`
- [x] passes `black pandas`
- [x] passes `git diff upstream/master --name-only -- "*.py" | xargs flake8`
- [x] whatsnew entry
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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We need a newer sphinx version for the new theme. There were some styling issues with the parameter listings on the docstring API pages, but those probably need to redesigned anyway with the new the... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This add various deprecated attributes to their respective types' ``_deprecated``. The effect is that these are now also hidden when tab-completing, m... | {
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dt_mrc[dt_mrc.flag.eq('UnKnown')&dt_mrc.duplicated(subset=['id','cln_nm'],
keep=False)&dt_mrc.cln_nm.notna()]
```
#### Problem description
It's a simple contact table, slicing using 3 boolean expressions including duplicated. When try to slice those with duplicated id(contact id)-cln_nm(cleaned name)... | {
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- boolean to bool
- string to str
- integer to int
- Tests unchanged
- black pandas ran successfully
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https://api.github.com/repos/pandas-dev/pandas/issues/28808 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28808/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28808/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28808/events | https://github.com/pandas-dev/pandas/issues/28808 | 503,115,938 | MDU6SXNzdWU1MDMxMTU5Mzg= | 28,808 | QST: Backstick is not working in Python 3 | {
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```python
# Your code here
import pandas as pd
df = pd.DataFrame({'A': range(1, 6), 'B': range(10, 0, -2), 'C C': range(10, 5, -1)})
df.query('B == `C C`')
```
#### Problem description
Hi,
In the link below, it is mentioned to use _backstick_ with _.query()... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28809 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28809/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28809/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28809/events | https://github.com/pandas-dev/pandas/pull/28809 | 503,167,985 | MDExOlB1bGxSZXF1ZXN0MzI1MDc5Njk3 | 28,809 | TST: Dataframe KeyError when getting nonexistent category (#28799) | {
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"followers_url": "https://api.github.com/users/wesm... | 1 | 2019-10-06T22:10:13Z | 2019-10-08T12:54:01Z | 2019-10-08T12:53:57Z | CONTRIBUTOR | null | - [x] closes #28799
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Added test to check for correct exception when accessing a nonexistent category in a DataFrame. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28810 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28810/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28810/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28810/events | https://github.com/pandas-dev/pandas/issues/28810 | 503,186,784 | MDU6SXNzdWU1MDMxODY3ODQ= | 28,810 | Improve PandasSeriesGroupby operations performance | {
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"description": "Memory or execu... | closed | false | null | [] | null | 4 | 2019-10-07T00:50:57Z | 2019-10-07T01:28:30Z | 2019-10-07T01:01:24Z | NONE | null | #### Code Sample
```
import pandas as pd
import numpy as np
df = pd.DataFrame(np.random.randint(0,10000,size=(10000, 4)), columns=list('ABCD'))
df2 = df.groupby('B')
df2.apply(lambda x: x.A.values.mean() ) # Operation 1
df2.apply(lambda x: x.A.mean()) # Operation 2
```
#### Problem description
First opera... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28811 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28811/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28811/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28811/events | https://github.com/pandas-dev/pandas/pull/28811 | 503,215,860 | MDExOlB1bGxSZXF1ZXN0MzI1MTE0NjA0 | 28,811 | TST: Allow for multiple variables on the same line in docstring validation | {
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"followers_url": "https://api.github.com/users/wesm... | 4 | 2019-10-07T03:34:20Z | 2019-10-12T00:05:59Z | 2019-10-11T21:45:14Z | CONTRIBUTOR | null | Allow for multiple variables to share the same type and description in documentation. For example, `i, j, k : int` Would be three variables, i, j, and k, which are all ints.
- [ ] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/28812 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/28812/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/28812/comments | https://api.github.com/repos/pandas-dev/pandas/issues/28812/events | https://github.com/pandas-dev/pandas/issues/28812 | 503,236,247 | MDU6SXNzdWU1MDMyMzYyNDc= | 28,812 | bug: style.applymap + style.highlight_null() results in extra colons in the CSS | {
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```python
import pandas as pd
import numpy as np
np.random.seed(24)
df = pd.DataFrame({'A': np.linspace(1, 10, 10)})
df = pd.concat([df, pd.DataFrame(np.random.randn(10, 4), columns=list('BCDE'))],
axis=1)
df.iloc[0, 2] = np.nan
def col... | {
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