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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42028 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42028/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42028/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42028/events | https://github.com/pandas-dev/pandas/pull/42028 | 921,798,994 | MDExOlB1bGxSZXF1ZXN0NjcwNzQ3NzE5 | 42,028 | Backport PR #41958 on branch 1.3.x (REGR: Series[dt64/td64].astype(string)) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42029 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42029/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42029/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42029/events | https://github.com/pandas-dev/pandas/pull/42029 | 921,799,914 | MDExOlB1bGxSZXF1ZXN0NjcwNzQ4NTI0 | 42,029 | Backport PR #41972 on branch 1.3.x (PERF: indexing on UInt64Index with int64s) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42030 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42030/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42030/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42030/events | https://github.com/pandas-dev/pandas/pull/42030 | 921,815,505 | MDExOlB1bGxSZXF1ZXN0NjcwNzYxNzQw | 42,030 | Regression raising Error when having dup cols with single dtype for read csv | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
regression on master, so no whatsnew | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42031 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42031/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42031/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42031/events | https://github.com/pandas-dev/pandas/pull/42031 | 921,831,711 | MDExOlB1bGxSZXF1ZXN0NjcwNzc1OTc5 | 42,031 | PERF: groupsort_indexer contiguity | {
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```
In [1]: import numpy as np
...: import pandas._libs.algos as libalgos
...:
...: np.random.seed(0)
...: inds = np.random.randint(0, 100, 500000)
...: ngroups = inds.max() + 1
In [2]: %timeit libalgos.groupsort_indexer(inds, ngroups)
```
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
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- use of assert statements outside of test contexts; addressed by replacing with explicit value checks and exception raising
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Ref: https://github.com/pandas-dev/pandas/pull/39935#discussion_r651989373
Doing e.g.
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [x] whatsnew entry
In this PR, I will try to solve issue #41404.
I would appreciate it if you could review t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42053 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42053/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42053/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42053/events | https://github.com/pandas-dev/pandas/issues/42053 | 922,620,241 | MDU6SXNzdWU5MjI2MjAyNDE= | 42,053 | BUG: `Styler` subclassing and `from_custom_template` no longer working | {
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Essentially we went from a structure like:
```
# main.template
{% block foobar %}
<html>
{% endblock %}
```
to
```
# main.template
{% include "sub.template" %}
# sub.template
{% block foobar %}
<html>
{% endblock %}
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I had to do several additional manual data cleaning steps to parse certain markdown tables using the read_table function. The most cumbersome was not having an option to strip trailing spaces between values and separators. See mock code example at the end of this de... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
s =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42056 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42056/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42056/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42056/events | https://github.com/pandas-dev/pandas/issues/42056 | 922,981,573 | MDU6SXNzdWU5MjI5ODE1NzM= | 42,056 | BUG: pd.Series.argsort misaligned index | {
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- [X] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
Code:
```python
series = pd.Series([30, 10, 20], index=['c', 'a', 'b'])
order =... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42057 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42057/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42057/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42057/events | https://github.com/pandas-dev/pandas/pull/42057 | 923,135,394 | MDExOlB1bGxSZXF1ZXN0NjcxOTMwNjY4 | 42,057 | PERF: contiguity, less gil in join algos | {
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This doesn't have noticeable user-facing impact on its own since this is a smaller part of the merge operation. Some timings:
```
import numpy as np
import pandas._libs.join as libjoin
np.random.seed(0)
arr1 = np.random.randint(0, 100, 100000)
arr2 = np.random.randi... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42061 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42061/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42061/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42061/events | https://github.com/pandas-dev/pandas/pull/42061 | 923,202,362 | MDExOlB1bGxSZXF1ZXN0NjcxOTkxNTA5 | 42,061 | Allow passing custom sentinel into MultiIndex.format | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42062 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42062/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42062/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42062/events | https://github.com/pandas-dev/pandas/pull/42062 | 923,252,446 | MDExOlB1bGxSZXF1ZXN0NjcyMDM2NzMy | 42,062 | Backport PR #41875 on branch 1.3.x (BUG: unstack with object dtype of tzaware timestamps) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42063 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42063/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42063/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42063/events | https://github.com/pandas-dev/pandas/pull/42063 | 923,284,191 | MDExOlB1bGxSZXF1ZXN0NjcyMDY1NjMz | 42,063 | BUG: avoid unnecessary casting in CategoricalIndex.reindex | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42064 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42064/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42064/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42064/events | https://github.com/pandas-dev/pandas/issues/42064 | 923,497,965 | MDU6SXNzdWU5MjM0OTc5NjU= | 42,064 | BUG: rolling std can't handle mixture of (relatively) big and small numbers | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
```python
import pandas as pd
import numpy as np
df = pd.DataFrame(np.zeros(1... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42065 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42065/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42065/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42065/events | https://github.com/pandas-dev/pandas/pull/42065 | 923,653,163 | MDExOlB1bGxSZXF1ZXN0NjcyMzk1NDEx | 42,065 | test ci on 1.2.x | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42066 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42066/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42066/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42066/events | https://github.com/pandas-dev/pandas/issues/42066 | 923,718,271 | MDU6SXNzdWU5MjM3MTgyNzE= | 42,066 | DOC: How to use storage_option param here to integrate with GCP bucket? | {
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... | 1 | 2021-06-17T09:46:51Z | 2021-08-21T02:36:02Z | null | NONE | null | #### Location of the documentation
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.to_pickle.html
#### Documentation problem
How to use storage_option param here to integrate with GCP bucket?
#### Suggested fix for documentation
Please add some examples to pandas.DataFrame.to_... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42068 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42068/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42068/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42068/events | https://github.com/pandas-dev/pandas/pull/42068 | 923,795,038 | MDExOlB1bGxSZXF1ZXN0NjcyNTE5NzIw | 42,068 | BUG: pd.to_datetime(infer_datetime_format=True) drops timezone | {
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- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [x] whatsnew entry
In this PR, I try to fix issue #41047.
I would appreciate it if you could review this PR.... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
filepath ... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
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This allows you to quickly make the index and/or column headers stick in place when scrolling in HTML.
Additional args allow the control of subselecting specific multiindex levels and controlling the width /or height of the sticking elements.
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Auto-cancel is achieved with the `concurrency` feature. It looks like this:
```yaml
concurrency:
group: ${{ github.ref }}-xxx
cancel-in-progress: true
```
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I see ``<stdin>:1: DeprecationWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.``. When you planed change default dtype for empty Series?
Thank you in advanced!
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https://api.github.com/repos/pandas-dev/pandas/issues/42087 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42087/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42087/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42087/events | https://github.com/pandas-dev/pandas/pull/42087 | 924,257,194 | MDExOlB1bGxSZXF1ZXN0NjcyOTIxNDE2 | 42,087 | REGR: undocumented astype("category").astype(str) type inconsistency between pandas 1.1 & 1.2 | {
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- [ ] tests added / passed
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```
~/work/pandas/pandas/pandas/core/indexes/base.py in get_indexer(self, target, method, limit, tolerance)
106
3411 # potential fastpath
107
3412 # get an indexer for unique categories then propagate to codes via take_nd
108
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https://api.github.com/repos/pandas-dev/pandas/issues/42089 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42089/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42089/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42089/events | https://github.com/pandas-dev/pandas/pull/42089 | 924,315,949 | MDExOlB1bGxSZXF1ZXN0NjcyOTczMjA4 | 42,089 | BUG: RecursionError with CategoricalIndex.get_indexer | {
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- [ ] tests added / passed
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- [x] closes #12694
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More info there - note that this makes the broken functionality re-available but is not backwards compatible due to inherited jinja2 templates.
The documentation is updated for the correct application.
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
df1 = pd.DataFrame(pd.Seri... | {
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import numpy as np
import pandas._libs.lib as lib
np.random.seed(0)
inds = np.random.randint(0, 100, 1000000)
ngroups = inds.max() + 1
%timeit lib.generate_slices(inds, ngroups)
```
Master:
`1.86 ms ± 44 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)`
This pr:
`859 µs ± 127 µs per loop (... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42099 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42099/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42099/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42099/events | https://github.com/pandas-dev/pandas/issues/42099 | 924,489,175 | MDU6SXNzdWU5MjQ0ODkxNzU= | 42,099 | BUG: Adding Series to empty DataFrame can reset dtype to float64 | {
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- [x] I have confirmed this bug exists on the latest version of pandas (1.3.0rc1).
- [x] (optional) I have confirmed this bug exists on the master branch of pandas
---
#### Code Sample, a copy-pastable example
```python
import pandas as... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42100 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42100/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42100/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42100/events | https://github.com/pandas-dev/pandas/pull/42100 | 924,492,994 | MDExOlB1bGxSZXF1ZXN0NjczMTI1MjQz | 42,100 | REF: use only inherit_names in CategoricalIndex | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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The index names rows should also be hidden, since currently there is no way to hide it independently.
What to do:
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```
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... | 2 | 2021-06-18T11:48:15Z | 2021-07-16T11:31:48Z | 2021-07-16T11:31:48Z | MEMBER | null | Currently, when using `assert_produces_warning` with `match=`, the error message is not helpful. e.g.:
```
E AssertionError: Did not see warning 'FutureWarning' matching The default value of regex wilt change from True to False in a future version\.$
```
I think it should show the diff of the message, l... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42104 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42104/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42104/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42104/events | https://github.com/pandas-dev/pandas/issues/42104 | 924,894,700 | MDU6SXNzdWU5MjQ4OTQ3MDA= | 42,104 | BUG: DatetimeIndex.intersection gives incorrect result | {
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- [X] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42105 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42105/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42105/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42105/events | https://github.com/pandas-dev/pandas/issues/42105 | 924,936,996 | MDU6SXNzdWU5MjQ5MzY5OTY= | 42,105 | BUG: error 'PandasArray' object has no attribute '_str_replace' | {
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df["CleanedCol"] = df[colname].str.replace(r'[^A-Za-z0-9]+', ' ')
details of the error is
accessor.py", line 1312, in replace
result = self._array._str_replace(
AttributeError: 'PandasArray' object has no attribute '_str_replace'
output o... | {
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In the user guide, let's use
```
idx, cols = pd.factorize(df['col'])
df.reindex(cols, axis=1).to_numpy()[np.arange(len(df)), idx]
```
instead of the current workaround
https://pandas.pydata.org/pandas-docs/dev/user_guide/indexing.html#l... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
pd.Se... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing.html#code-standards) for how to run them
- [ ] whatsnew entry
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I wish the CSV files exported from Pandas have cell sizes automatically fitted to the data. Using Microsoft Excel to open a CSV file exported from Pandas results in a cluttered spreadsheet. Some data in a cell are hidden until I manually increase the cell size.
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- [x] tests added / passed
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/42116 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42116/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42116/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42116/events | https://github.com/pandas-dev/pandas/issues/42116 | 925,306,634 | MDU6SXNzdWU5MjUzMDY2MzQ= | 42,116 | BUG: source .c files under _lib/src being gitignored. | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [x] (optional) I have confirmed this bug exists on the master branch of pandas.
Straight forward issue. Not all `.c` files are generated and shouldn't be ignored. Proble... | {
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Not 100% what tests I could write for this. This works locally. git status shows no untracked files while `rg on_bad_lines` now shows results from `pandas/_libs/src/parser/tokenizer.c` | {
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https://api.github.com/repos/pandas-dev/pandas/issues/42118 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/42118/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/42118/comments | https://api.github.com/repos/pandas-dev/pandas/issues/42118/events | https://github.com/pandas-dev/pandas/issues/42118 | 925,326,831 | MDU6SXNzdWU5MjUzMjY4MzE= | 42,118 | BUG: Creating DataFrame frome Series with DatetimeIndex results in NaN-filled df | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
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---
#### Code Sample, a copy-... | {
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https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_excel.html
#### Documentation problem
Both, stable and dev documentations read
> **skiprows : _list-like, int, or callable, optional_**
> Line numbers to skip (0-indexed) or number of lines to ... | {
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