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[`pandas.DataFrame.hist`](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.hist.html)
#### Documentation problem
The introduction to the documentation currently reads:
> Make a histogram of the DataFrame’s.
>
> A histogram is a representation of the distrib... | {
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Also this is the first time, I am trying to contribute to a open source, please help me out so that my question/feature request makes sense to all.
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https://api.github.com/repos/pandas-dev/pandas/issues/41425 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41425/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41425/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41425/events | https://github.com/pandas-dev/pandas/pull/41425 | 888,488,060 | MDExOlB1bGxSZXF1ZXN0NjQxNjY4ODA2 | 41,425 | BUG: always strip .freq when putting DTI/TDI into Series/DataFrame | {
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The long-term behavior is definitely... | {
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- [x] tests added / passed
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These fixtures were only specific to the tests in this directory.
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I think we agreed that doing it eagerly (but of cou... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41433 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41433/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41433/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41433/events | https://github.com/pandas-dev/pandas/pull/41433 | 889,882,374 | MDExOlB1bGxSZXF1ZXN0NjQyOTkwMjIw | 41,433 | TYP: define `subset` arg in `Styler` | {
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i.e. here `Subset = Union[slice, Sequence, Index]`
It types all the `subset` args in `Styler` | {
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https://github.com/pandas-dev/pandas/pull/41141/
I don't know if there's any easy way to get this back, but it'd be nice to avoid the slowdown if possib... | {
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... | 1 | 2021-05-12T12:37:35Z | 2021-05-16T06:58:13Z | null | NONE | null | - [x] I have checked that this issue has not already been reported.
- [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
df = pd.... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/41437 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41437/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41437/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41437/events | https://github.com/pandas-dev/pandas/issues/41437 | 890,176,663 | MDU6SXNzdWU4OTAxNzY2NjM= | 41,437 | BUG: DataFrame.to_hdf cannot handle data_columns for a column named 'index' | {
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... | open | false | null | [] | null | 1 | 2021-05-12T14:55:33Z | 2021-06-06T17:18:21Z | null | NONE | null | It seems impossible to save a DataFrame as a HDF file when:
- One of the column is named 'index'
- data_columns=['index']
- format='table'
The same also happens using HDFStore + put
```python
>>> import pandas as pd
>>> df = pd.DataFrame({'column_1': [1, 2], 'index': [3, 4]})
>>> df.index.name = 'something_... | {
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The website generates invisible cards in the last row so the size stays the same, regardless of the actual (visible) number of cards. But something doesn't seem t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41440 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41440/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41440/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41440/events | https://github.com/pandas-dev/pandas/pull/41440 | 890,254,959 | MDExOlB1bGxSZXF1ZXN0NjQzMzA0MTQy | 41,440 | BUG: convert dtypes copies column_index names | {
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- [x] tests added / passed
tests may be in wrong place.
solution may be the easiest, but it maybe not the best or most robust.
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the dtype for an empty DataFrame from .str.get_dummies looks iffy so marking this as draft until further investigation. | {
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Reverts pandas-dev/pandas#41370
Looks like fastparquet released a new version. | {
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- [x] closes #41407
- [x] tests 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
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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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- [x] tests added / passed
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- [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
Screenshot taken on Google Chrome 90.0.4430.93
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https://api.github.com/repos/pandas-dev/pandas/issues/41448 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41448/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41448/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41448/events | https://github.com/pandas-dev/pandas/issues/41448 | 890,672,458 | MDU6SXNzdWU4OTA2NzI0NTg= | 41,448 | BUG: AttributeError raised when reading from excel file containing chart sheet | {
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- [Y] I have confirmed this bug exists on the latest version of pandas.
- [N] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas
pandas.read_e... | {
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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
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Per the discussion yesterday, I just wanted to clarify that putting in a deprecation warning... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41450 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41450/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41450/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41450/events | https://github.com/pandas-dev/pandas/issues/41450 | 890,867,634 | MDU6SXNzdWU4OTA4Njc2MzQ= | 41,450 | CI: Build documentation broken after jinja2 update to 3.0 | {
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Successful build:
https://github.com/pandas-dev/pandas/runs/2567593238
Broken build:
https://github.com/pandas-dev/pandas/pull/41444/checks?check_run_id=2573993166
This occurs in more than one pr, so not related to changes in the prs
Full version diff:
```
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```python
import tempfile
import numpy as np
import pandas as pd
# Create a DataFrame with an IntervalIndex
df = pd.DataFrame(data=[1, 2, 3], ... | {
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Pinned this a few months ago, checking if new releases fixed the bugs | {
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- [ ] closes #41421
- [ ] 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
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adding tests and benchmarks as precursor to potential changes to _wrap_result #41372
have a working implementation for ArrowStringArray using pyarrow native functions bu... | {
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Please share your t... | {
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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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#### Code Sample, a copy-pastable example
```python
from datetime import date, datetime
import pandas as pd
df = pd.DataFrame({"date": pd.date_range("2021-01-01", "2021-01-02")})
my_datetime = datetime(2021, 1, 1)
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https://api.github.com/repos/pandas-dev/pandas/issues/41462 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41462/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41462/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41462/events | https://github.com/pandas-dev/pandas/pull/41462 | 891,432,729 | MDExOlB1bGxSZXF1ZXN0NjQ0MzA0OTM0 | 41,462 | CI: Fix changed flake8 error message after upgrade | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41463 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41463/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41463/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41463/events | https://github.com/pandas-dev/pandas/pull/41463 | 891,437,363 | MDExOlB1bGxSZXF1ZXN0NjQ0MzA5MDA0 | 41,463 | Fix deprecation warnings for empty series in docstrings | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41464 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41464/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41464/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41464/events | https://github.com/pandas-dev/pandas/pull/41464 | 891,552,495 | MDExOlB1bGxSZXF1ZXN0NjQ0NDA2MTc0 | 41,464 | DOC: freeze old whatsnew notes part 1 #6856 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41466 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41466/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41466/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41466/events | https://github.com/pandas-dev/pandas/issues/41466 | 891,572,933 | MDU6SXNzdWU4OTE1NzI5MzM= | 41,466 | BUG: `assert_series_equal` raises when series contains `dict` of `np.array`s | {
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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 numpy as np
s = pd... | {
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- [ ] 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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... | null | 10 | 2021-05-14T09:11:29Z | 2021-08-20T05:26:27Z | 2021-08-20T05:26:27Z | NONE | null | Same as stackoverflow question:
https://stackoverflow.com/questions/48867875/slow-csv-writing-with-python3-compared-to-python2-with-pandas-to-csv
I found that pandas to_csv is much slower in my python 3 venv compared to python 2. I did a test to write a 7MB to c drive 1000 times and measure the average time used. I... | {
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This PR changes no functionality, but only makes the exisiting numeric indexes into thin subclasses of the existing `NumericIndex`. | {
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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
Discussed on this week's call. | {
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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
From https://replit.com/@tlaytongoogl... | {
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Nothing in this PR changes anything, but just makes it e.g. simpler to update test fixtures after this is merged. | {
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df.shape
(96554023, 16)
df.to_pickle('data/test_sample.pkl')
Description：
df.memory_usage(deep=True)
Index 772432184
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Having many parameters with defaults makes static typing a lot harder when one of them changes the return type, as they require many* overloads.
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and also a change to _str_match for perf gain on object fallback
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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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-----------------
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before after ratio
[40482273] [1788ffe6]
<master> <extract-single-group>
- 134±2ms 106±1ms 0.79 strings.Extract.time_extract_single_group('string', False)
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- [ ] tests added / passed
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All installed plotting backends are loaded on the first `DataFrame.plot` call of a kernel, resulting in a potentially unnecessary module loading time, although quite minor, as it's only done on the very first call. However, if the number of pluggable backends out th... | {
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```python
import pandas as pd
inplace : bool
reveal_type(pd.Series([1,2,3]).fillna(value=0, inplace=False))
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This was fixed way back in #38744 and looks thoroughly tested in #41387, so just a whatsnew here.
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before after ratio
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https://api.github.com/repos/pandas-dev/pandas/issues/41511 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41511/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41511/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41511/events | https://github.com/pandas-dev/pandas/pull/41511 | 892,677,551 | MDExOlB1bGxSZXF1ZXN0NjQ1MzIwMjYx | 41,511 | Deprecate passing args as positional in DataFrame/Series.clip | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/41512 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41512/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41512/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41512/events | https://github.com/pandas-dev/pandas/pull/41512 | 892,680,679 | MDExOlB1bGxSZXF1ZXN0NjQ1MzIyNTYz | 41,512 | ENH: add `styler` option context for sparsification of columns and index separately | {
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It adds a new `pandas.options` context for Styler (see #41395), and create the `sparse.index` and `sparse.columns` options, defaulting to True.
It also allows a keyword application for sparsification via the `.render` method, (this might not really be necessary: opinion welcome)
- [x] te... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41513 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41513/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41513/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41513/events | https://github.com/pandas-dev/pandas/pull/41513 | 892,683,068 | MDExOlB1bGxSZXF1ZXN0NjQ1MzI0Mjk2 | 41,513 | TYP: ExtensionArray delete() and searchsorted() | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41514 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41514/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41514/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41514/events | https://github.com/pandas-dev/pandas/pull/41514 | 892,779,760 | MDExOlB1bGxSZXF1ZXN0NjQ1Mzk1NjM0 | 41,514 | DOC: Add clearer info when copy is False but memory shared only for certain objects | {
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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
Added to Series section more info in `copy` constructor parameter and 2 examples.
Ran v... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41515 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41515/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41515/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41515/events | https://github.com/pandas-dev/pandas/issues/41515 | 892,800,047 | MDU6SXNzdWU4OTI4MDAwNDc= | 41,515 | Pandas Timedelta gives different result than numpy timedelta64 | {
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... | closed | false | null | [] | null | 4 | 2021-05-17T00:43:13Z | 2021-05-17T21:38:09Z | 2021-05-17T13:27:53Z | NONE | null | Is this the desired behavior of pandas vs numpy timedelta?
```python
In [4]: df = pd.DataFrame({'date': pd.date_range('2021-05-16',periods=5)})
In [5]: df
Out[5]:
date
0 2021-05-16
1 2021-05-17
2 2021-05-18
3 2021-05-19
4 2021-05-20
In [6]: df['date'] - pd.Timedelta('12 m')
Out[6]:
0 20... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41516 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41516/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41516/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41516/events | https://github.com/pandas-dev/pandas/issues/41516 | 892,814,087 | MDU6SXNzdWU4OTI4MTQwODc= | 41,516 | QST:On the problem of reading CSV | {
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- [ ] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
---
#### Question about pandas
**Note**: If you'd still like to submit a question, p... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41517 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41517/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41517/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41517/events | https://github.com/pandas-dev/pandas/issues/41517 | 893,100,016 | MDU6SXNzdWU4OTMxMDAwMTY= | 41,517 | QST: How to export json as zip without directories | {
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Suppose I start my python script in the root directory of this structure tree:
```
.
├── Dockerfile
├── files
├── scripts
```
In this script I read a csv from files, with a `read_csv('files/filename.csv')`
When I try to expor... | {
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... | 4 | 2021-05-17T08:50:19Z | 2021-05-19T23:33:02Z | null | NONE | null | Hi,
I was recently updating my pandas from 0.24.2 to 1.1.5 and future warning informed me that default value for sort has changed from None to False. It said that to present current behavior I should change it to sort=True. After i updated my package, I checked if sort=None is still accessible and it is, while docs ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/41519 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/41519/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/41519/comments | https://api.github.com/repos/pandas-dev/pandas/issues/41519/events | https://github.com/pandas-dev/pandas/pull/41519 | 893,392,683 | MDExOlB1bGxSZXF1ZXN0NjQ1OTE0NDk2 | 41,519 | CLN: remove try/except in _prep_ndarray | {
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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
Recent-ish edits to the `convert` function make the fallback unnecessary. | {
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