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https://api.github.com/repos/pandas-dev/pandas/issues/44223 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44223/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44223/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44223/events | https://github.com/pandas-dev/pandas/pull/44223 | 1,038,981,512 | PR_kwDOAA0YD84t0iuc | 44,223 | CLN: remove checks for python < 3.8 | {
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- [ ] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
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Python's platform.machine() will return "armv8l".
- In other cases, on "real" arm32, it'll return whatever uname says
(just like in the first case) which might be e.g. armv7a.
Keeping the other options ("aarch64", "arm64") given that Windows
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- [x] Added two examples to the documentation of DataFrame.std function so that users can understand how to use it with different delta degrees of freedom.
- [ ] Add examples to the documentation of DataFrame.var function
---
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- [X] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions.
- [X] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
### Link to question on StackOverflow
My code runs successfully, but nothing inserted ... | {
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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 master branch of pandas.
### Reproducible Example
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draft since will rebase once #43828 is merged.
cc @twoertwein @mroeschke | {
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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_codebase.html#pre-commit) for how to run them
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this issue exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this issue exists on the master branch of pandas.
### Reproducible Example
In reshape.merg... | {
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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 master branch of pandas.
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THIS IS ONLY ON 1.3.x.
Let's try reverting this. In theory, the test changes that caused the timeouts shouldn't be backported, so this shouldn't be needed. | {
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"I wish I could use pandas to" store a `DataFrame` with `to_hdf` and optionally include the datetime of dataset creation/modification.
#### Describe the solution you'd like
`DataFrame.to_hdf` should have an option that will store the datetime of dataset creati... | {
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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 master branch of pandas.
### Reproducible Example
```python
see image... | {
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- [x] closes #44247
- [x] tests added / passed
- [x] whatsnew entry
Visuals of the fix compared to the issue:
 for how to run them
- [x] whatsnew entry
I've added a fixture for the specific construction of a subclassed dataframe from th... | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/pandas-docs/stable/user_guide/options.html
### Documentation problem
The narrative mentions `e.g. display.max... | {
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I had already made changes to somewhat accommodate for interval.pyi and offsets.pyi (if these files are included, we have now "only" ~100 mypy errors). I kept these changes in this PR. | {
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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 master branch of pandas.
### Reproducible Example
```python
>>> impor... | {
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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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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- [x] closes #22051
- [x] tests added / passed
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Pandas is a powerful tool. If you are making a longer pipeline of chained operations there can be many arguments to provide. Often you want to try out different options. But that can take time to change the options and rerun the script.
#### Describe the solution you'd like
I would like to make the... | {
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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 master branch of pandas.
### Reproducible Example
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https://api.github.com/repos/pandas-dev/pandas/issues/44259 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44259/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44259/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44259/events | https://github.com/pandas-dev/pandas/pull/44259 | 1,040,613,698 | PR_kwDOAA0YD84t5eRT | 44,259 | DataFrameGroupby value_counts | {
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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_codebase.html#pre-commit) for how to run them
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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https://api.github.com/repos/pandas-dev/pandas/issues/44261 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44261/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44261/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44261/events | https://github.com/pandas-dev/pandas/pull/44261 | 1,040,672,777 | PR_kwDOAA0YD84t5quH | 44,261 | BUG: Series[int8][:3] = range(3) unnecessary upcasting to int64 | {
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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 master branch of pandas.
### Reproducible Example
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> - DataFrame only `(use Series.to_frame().style)`
Fixed:
> - DataFrame only (use `Series.to_frame().style`) | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44265 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44265/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44265/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44265/events | https://github.com/pandas-dev/pandas/issues/44265 | 1,040,769,837 | I_kwDOAA0YD84-COMt | 44,265 | BUG/API: Series[mask] = (item,) unpacking item | {
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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 master branch of pandas.
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https://api.github.com/repos/pandas-dev/pandas/issues/44266 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44266/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44266/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44266/events | https://github.com/pandas-dev/pandas/pull/44266 | 1,040,839,754 | PR_kwDOAA0YD84t6N_M | 44,266 | ⬆️ UPGRADE: Autoupdate pre-commit config | {
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<!-- END pr-commits -->
## Base PullRequest
default branch (https://github.com/pandas-dev/pandas/tree/master)
## Command results
<details>
<summary>Details: </summary>
<details>
<summary><em>add path</em></summary>
```Shell
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... | open | false | null | [] | null | 3 | 2021-11-01T07:34:22Z | 2021-11-21T11:32:28Z | null | CONTRIBUTOR | null | - [x] closes #43564
- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/44268 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44268/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44268/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44268/events | https://github.com/pandas-dev/pandas/issues/44268 | 1,040,928,600 | I_kwDOAA0YD84-C09Y | 44,268 | ENH: remove moto from requirements-dev.txt | {
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Hi
There seems to be no code in the source code that uses "moto". But in “requirements-dev.txt”, "moto" is still listed as a dependency.
The following commit removed "import moto" in "pandas/tests/io/conftest.py ".
[TST: make it possible to run tests without moto... | {
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... | open | false | null | [] | null | 0 | 2021-11-01T14:05:21Z | 2021-11-05T23:52:48Z | 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](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [x] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
import pa... | {
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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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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Description of render trimming and maximums bug:
```
pd.options.styler.render.max_columns = 5
pd.options.styler.render.max_rows = 5
df = DataFrame(np.random.rand(10,10))
df.columns = pd.MultiIndex.from_product([[0,1,2,3,4], [0,1]])
df.index = pd.MultiIndex.from_product([[0,1,2,3,4], [0,1]])
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cc @twoertwein | {
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- [x] tests added / passed
- [x] All linting tests passed (pre-commit)
Screenshot of locally built documentation:

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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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
This should in turn allow us to avoid some special-casing that we do in internals/put... | {
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... | 0 | 2021-11-01T19:42:01Z | 2021-11-01T21:40:38Z | null | MEMBER | null | ###
- [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 master branch of pandas.
### Reproducible Example
```python
https://d... | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/reference/api/pandas.core.window.rolling.Rolling.apply.html
### Documentation problem
The parameters des... | {
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- [ ] closes #44173
- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [ ] whatsnew entry
Don't backport. | {
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- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [x] tests added / passed
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Edit:
https://github.com/pandas-dev/pandas/issues/42305#issuecomment-89... | {
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- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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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 master branch of pandas.
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- [x] tests added / passed
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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 master branch of pandas.
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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 master branch of pandas.
### Reproducible Example
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- [X] I have checked that this issue has not already been reported.
- [ ] I have confirmed this bug exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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When I try to dump a DataFrame which has spaces in columns into an SQLite database, I get the _SAFE_NAMES_WARNING. However, spaces in column names are no longer changed to underscores since version 0.14. This warning should be removed. IMHO it is no longer relevant.... | {
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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_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/44297 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44297/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44297/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44297/events | https://github.com/pandas-dev/pandas/issues/44297 | 1,042,958,781 | I_kwDOAA0YD84-Kkm9 | 44,297 | ENH: Define columns to exclude/skip when reading data from file | {
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When reading a csv file (or other form of table) into a DataFrame, it would be convenient to be able to directly specify columns to exclude rather than columns to include. This happens a lot when working with data that have a variable number of columns, but a fixed ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44298 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44298/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44298/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44298/events | https://github.com/pandas-dev/pandas/issues/44298 | 1,043,074,394 | I_kwDOAA0YD84-LA1a | 44,298 | ENH: Issue a Warning when renaming an Index object creates duplicates. | {
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I'm working with code written by other people, where a `df.rename(columns={...})` was causing a Exception later in the program that was really hard to debug.
#### Describe the solution you'd like
My suggestion is that whenever you rename a column in a DataFram... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44299 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44299/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44299/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44299/events | https://github.com/pandas-dev/pandas/issues/44299 | 1,043,466,872 | I_kwDOAA0YD84-Mgp4 | 44,299 | QST: Output all supported dtypes directly from Pandas? | {
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- [X] I have searched the [[pandas] tag](https://stackoverflow.com/questions/tagged/pandas) on StackOverflow for similar questions.
- [X] I have asked my usage related question on [StackOverflow](https://stackoverflow.com).
### Link to question on StackOverflow
https://stackoverflow.com/q/69776073/3433625
##... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44300 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44300/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44300/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44300/events | https://github.com/pandas-dev/pandas/pull/44300 | 1,043,626,741 | PR_kwDOAA0YD84uCcwU | 44,300 | Detect CPORT header in SAS files | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44301 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44301/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44301/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44301/events | https://github.com/pandas-dev/pandas/pull/44301 | 1,043,720,561 | PR_kwDOAA0YD84uCwR- | 44,301 | ENH: Implement multi-column `DataFrame.quantiles` | {
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cc @quasiben @rjzamora
- [ ] closes #43881
- [ ] tests added / passed
- [ ] Ensure all lin... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44302 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44302/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44302/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44302/events | https://github.com/pandas-dev/pandas/issues/44302 | 1,043,794,812 | I_kwDOAA0YD84-Nwt8 | 44,302 | Self Build Doc Error | {
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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 master branch of pandas.
### Reproducible Example
```python
Self buil... | {
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... | open | false | null | [] | null | 1 | 2021-11-03T16:14:35Z | 2021-11-06T00:11:32Z | null | NONE | null | In 1.3.4, if you call the get_group function and pass it a list of keys it will raise a value error
_ValueError: must supply a tuple to get_group with multiple grouping keys_
but it is not very clear why it must be a tuple as opposed to any iterable. I prefer to use lists, that way I can use square brackets in th... | {
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_html.html
### Documentation problem
The documentation contains an op... | {
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this issue exists on the [latest version](https://pandas.pydata.org/docs/whatsnew/index.html) of pandas.
- [X] I have confirmed this issue exists on the master branch of pandas.
### Reproducible Example
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
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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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
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```
>>>-------------------------------------------------------------------------
Exception in /home/runner/work/pandas/pandas/doc/source/user_guide/io.rst at block ending on line 3032
Specify :okexcept: as an option in the ipython:: block... | {
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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 master branch of pandas.
### Reproducible Example
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https://api.github.com/repos/pandas-dev/pandas/issues/44313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44313/events | https://github.com/pandas-dev/pandas/issues/44313 | 1,045,191,950 | I_kwDOAA0YD84-TF0O | 44,313 | BUG: Converted number to float incorrectly | {
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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 master branch of pandas.
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [x] tests added / passed
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- [ ] tests added / passed
- [ ] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
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- [X] I have checked that the issue still exists on the latest versions of the docs on `master` [here](https://pandas.pydata.org/docs/dev/)
### Location of the documentation
https://pandas.pydata.org/docs/dev/reference/api/pandas.core.groupby.GroupBy.apply.html?highlight=groupby%20apply#pandas.core.grou... | {
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- [x] xref #44315
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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 master branch of pandas.
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- [x] closes #44318
- [ ] tests added / passed
- [x] Ensure all linting tests pass, see [here](https://pandas.pydata.org/pandas-docs/dev/development/contributing_codebase.html#pre-commit) for how to run them
- [x] whatsnew entry, _comment:_ wouldn't say this is applic... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/44322 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/44322/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/44322/comments | https://api.github.com/repos/pandas-dev/pandas/issues/44322/events | https://github.com/pandas-dev/pandas/issues/44322 | 1,045,715,046 | I_kwDOAA0YD84-VFhm | 44,322 | BUG: can't select single column from DataFrame by boolean key | {
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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.
- [ ] I have confirmed this bug exists on the master branch of pandas.
### Reproducible Example
```python
print(pd.... | {
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