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- [x] tests added / passed
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I have a datetime index but also trying a numbered index for ease of use, however, i am not sure how to do either...
The output I want is as follows:
7 rows(or days/hours/minut... | {
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I often want to use the corr function to also compute distances between columns (e.g. df.corr(method = spicy.spatial.distance.euclidean). However, I noticed that the .corr function always sets the i=j case to 1 (which is incorrect for the distance case) (see here).
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- [x] xref #39205 can close this now probably
- [x] closes #39089
- [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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- [ ] tests added / passed
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```
freq = "D"
df = DataFrame([1, 2], index=PeriodIndex([NaT, NaT], freq=freq))
print(df.resample(freq).sum())
ser = Series([1, 2], index=PeriodIndex([NaT, NaT], freq=freq))
print(ser.resample(freq).sum())
```
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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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reverts #28733
cc @nrebena @jreback @WillAyd @charlesdong1991
just the complete revert for now for ci testing, will add commits for release notes. will NOT add regression tests see https://github.com/pandas-dev/pandas/issues/38721#issuecomment-76184... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39236 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39236/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39236/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39236/events | https://github.com/pandas-dev/pandas/pull/39236 | 787,772,526 | MDExOlB1bGxSZXF1ZXN0NTU2Mzk2NDQz | 39,236 | REF: roll IntBlock, BoolBlock, ComplexBlock into NumericBlock | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39238 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39238/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39238/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39238/events | https://github.com/pandas-dev/pandas/pull/39238 | 787,773,700 | MDExOlB1bGxSZXF1ZXN0NTU2Mzk3Mjg5 | 39,238 | CLN: remove unused axis kwarg from Block.putmask | {
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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/39239 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39239/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39239/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39239/events | https://github.com/pandas-dev/pandas/pull/39239 | 787,785,446 | MDExOlB1bGxSZXF1ZXN0NTU2NDA2MTYz | 39,239 | DEPR: raise deprecation warning in numpy ufuncs on DataFrames if not aligned + fallback to <1.2.0 behaviour | {
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This is obviously a last-minute change, but if people agree on the deprecation, I think we should try to include it in v1.2.1. I *think* my patch is relatively safe, since converting the input to numpy arrays (what I am doing now manually as fallback) is what happened before adding `DataFrame.__array_u... | {
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I have often looked for the option to use the `explode` function on multiple columns at the same time.
Example:
```
A | B | C | D
------------------------
1 | a | [1,2] | [7,8]
2 | b | [3,4] | [9,1]
3 | c | [5,6] | [2,3]
```
===>
```
A | B... | {
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Hi
I am not sure what caused the problem, but when I try to import pandas I get a numpy attribute error. I tried pip install although I use anaconda and did not work
```
pip uninstall -y numpy
pip uninstall -y setuptools
pip install setuptools
pip install numpy
```
so when I try to import pandas this is the... | {
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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
- [ ] whatsnew entry
xref #38964 analogous bug in Timedelta (separate PR upcoming)
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cc @simonjayhawkins | {
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Hi
I am not sure what caused the problem, but when I try to import pandas I get a numpy attribute error. I am Mac user on Jupyter when I try to import pandas this is the error I get. I previously posted this as a question but I did not provide all the necessary info so I closed the QST#39243
```
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- [x] tests added / passed
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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.
---
#### Code Sample
```python
import pandas as pd
import numpy as np
# %% Cre... | {
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So we shouldn't call non-`__call__` ufuncs block-by-block, since they can work along a certain axis, like `accumulate`. In this case there were 2 problems: 1) we were applying the ufunc on the Block values, which is 2D but transposed compared to the DataFrame (so the accumulation was done in the wrong ... | {
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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.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
# %... | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/39263 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39263/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39263/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39263/events | https://github.com/pandas-dev/pandas/issues/39263 | 788,620,330 | MDU6SXNzdWU3ODg2MjAzMzA= | 39,263 | BUG: 2D ndarray of dtype 'object' is always copied upon construction | {
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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.
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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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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When I use `pivot` or `pivot_table` and pass a list of `values`, I get a multiindex on the columns, as the docs say. However, there is no kwarg in the `pivot` or `pivot_table` functions to name the levels of this multiindex.
#### Describe the solution you'd like
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Remove ``import pandas as pd`` in ``pandas/core/computation``. | {
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Thanks for pandas. :)
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Currently, an "accumulate" ufunc is applied on the full DataFrame at once, with the consequence that it doesn't preserve dtypes if you have mixed numeric columns, eg:
```
In [4]: df = pd.DataFrame({"a": [1, 3, 2, 4], "b": [0.1, 4.... | {
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```
In [3]: pi = pd.period_range("2016-01-01", periods=100, freq="D")
In [4]: %timeit pi.asfreq("W")
43.5 µs ± 696 ns per loop (mean ± std. dev. of 7 runs, 10000 loops each) # <-- master
36.3 µs ± 1.06 µs per loop (mean ± std. dev. of 7 runs, 10000 loops ... | {
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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.html#code-standards) for how to run them
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One thing that might make this undesirable is that the annotations on this are accurate for... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39280 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39280/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39280/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39280/events | https://github.com/pandas-dev/pandas/pull/39280 | 789,380,958 | MDExOlB1bGxSZXF1ZXN0NTU3NzMyMjQ1 | 39,280 | BUG: DataFrame.__setitem__ raising ValueError when setting multiple values to dup columns | {
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- [x] tests added / passed
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Setting with a scalar key which is duplicated in columns should be the same as using a lis... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39281 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39281/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39281/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39281/events | https://github.com/pandas-dev/pandas/issues/39281 | 789,412,119 | MDU6SXNzdWU3ODk0MTIxMTk= | 39,281 | Minimal pandas | {
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thanks for all the hardwork and the wonderful pandas.
Is there a way to install "minimal" pandas ?
I just need dataframe and save to CSV functionality.
We have a requirement to keep our alpine docker container really really small and want to install just the dataframe and csv modules. is it possible?
t... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39283 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39283/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39283/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39283/events | https://github.com/pandas-dev/pandas/issues/39283 | 789,440,746 | MDU6SXNzdWU3ODk0NDA3NDY= | 39,283 | CLN: Remove np_datetime64_compat and np_array_datetime64_compat | {
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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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- [ ] 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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```python
_______________ test_to_csv_compression_encoding_gcs[zip-cp1251] _______________
[gw1] linux -- Python 3.7.9 /usr/share/miniconda/envs/pandas-dev/bin/python
gcs_buffer = <_io.BytesIO object at 0x7f4959d0b650>, compression_only = 'zip'
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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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Moved handing timestamp data from ``describe_categorical_1d`` into ``describe_timestamp_as_c... | {
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it's not a style issue rather this is completely inconsistent with the current docs
we NEVER use the style - always ipython docs style
__Originally posted by @jreback in https://github.com/pandas-dev/pandas/pull/39239#issuecomment-763475054__ | {
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https://pandas.pydata.org/docs/whatsnew/v1.2.0.html
#### Suggested fix for documentation
It would be more accurate for [this line](https://github.com/pandas-dev/pandas/blame/ff628b17ccfcaf14ceefeb438aafa56d3849937c/doc/source/whatsnew/v1.2.0.rst#L749) to reference https://git... | {
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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
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- [x] tests added / passed
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I didn't add a whatsnew entry since it's only style fixes.
I'll open a new issue regardin... | {
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https://github.com/pandas-dev/pandas/milestone/82
Currently scheduled for February 07, 2021
List of open regressions: https://github.com/pandas-dev/pandas/issues?q=is%3Aopen+is%3Aissue+label%3ARegression | {
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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/39297 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39297/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39297/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39297/events | https://github.com/pandas-dev/pandas/issues/39297 | 790,031,232 | MDU6SXNzdWU3OTAwMzEyMzI= | 39,297 | BUG: ExcelWriter creates Excel file with wrong sheet name. | {
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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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- [ ] 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 a skeleton for the strategy pattern in ``pandas/core/describe.py``.
Currently the met... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39299 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39299/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39299/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39299/events | https://github.com/pandas-dev/pandas/pull/39299 | 790,110,365 | MDExOlB1bGxSZXF1ZXN0NTU4MzUwMDA4 | 39,299 | CLN, TYP Remove string type hints | {
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For some background: there was some consensus on doing this [here](https://github.com/pandas-dev/pandas/pull/36034#issuecomment-685186742)
Then [here](https:/... | {
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Add a precommit rule that validates there is no usage in pd.api.types.<method>
For example:
Wrong:
```pd.api.types.is_number(1)```
Right:
```
from pandas.api.types import is_number
is_number(1)
```
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For example, instead of
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- id: non-standard-numpy.random-related-imports
name: Check for non... | {
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Motivations:
1) Try to end up with fewer code paths for setitem so that we can ensure consistent inplace/view/copy behavior (xref #38896)
2) Simplify (ATM this does not simplify things)
3) Perf: iterating over blocks instead of columns may save some copies (though doi... | {
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- [x] Having the navigation bar's 'Getting Started' link point to `/docs/getting_started/index.html` from `/getting_started.html`
- [x] Removing the redundant markup `pandas/web/pandas/getting_started.md`.
<!--- [x] Adding above redirecting information in `panda... | {
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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
I moved the `|` symbols from the end of the line to the beginning of the line in pygrep hooks.
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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-pastable example
```python
import pandas as pd
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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
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https://api.github.com/repos/pandas-dev/pandas/issues/39313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39313/events | https://github.com/pandas-dev/pandas/issues/39313 | 790,863,365 | MDU6SXNzdWU3OTA4NjMzNjU= | 39,313 | DOC: add examples to DataFrame.insert() | {
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... | 7 | 2021-01-21T09:27:55Z | 2021-02-01T19:15:09Z | 2021-02-01T19:15:09Z | NONE | null | #### Code Sample
```
import pandas as pd
#create a df and insert a series astype String
df = pd.DataFrame({1:[1,2,3]},index=[0,1,3])
df.insert(loc=0,column='test',value=pd.Series(["one","two","three"]).astype("string"))
print(df)
#The values inserted normally evaluates correct though
print('==============')
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https://api.github.com/repos/pandas-dev/pandas/issues/39314 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39314/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39314/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39314/events | https://github.com/pandas-dev/pandas/pull/39314 | 790,919,394 | MDExOlB1bGxSZXF1ZXN0NTU5MDU3MjUw | 39,314 | DOC: clarify in which version the excel engine default changed | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39315 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39315/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39315/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39315/events | https://github.com/pandas-dev/pandas/issues/39315 | 790,946,222 | MDU6SXNzdWU3OTA5NDYyMjI= | 39,315 | Fuzzy match between the left_on and right_on | {
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Hence, I am wondering how is the left_on key being compared to the right_on key in merge. So that maybe I can try to change the exact match to a fuzzy match :( | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39316 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39316/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39316/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39316/events | https://github.com/pandas-dev/pandas/pull/39316 | 791,010,841 | MDExOlB1bGxSZXF1ZXN0NTU5MTM3Mzgw | 39,316 | [DOC] Update PR link in 1.2.0 release notes | {
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"followers_url": "https://api.github.com/users/jre... | 3 | 2021-01-21T12:09:49Z | 2021-01-22T00:04:13Z | 2021-01-21T15:44:04Z | CONTRIBUTOR | null | - [x] closes #39291
- [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
~whatsnew entry~
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https://api.github.com/repos/pandas-dev/pandas/issues/39317 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39317/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39317/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39317/events | https://github.com/pandas-dev/pandas/pull/39317 | 791,024,971 | MDExOlB1bGxSZXF1ZXN0NTU5MTQ5ODIx | 39,317 | BUG+DOC: Recent Styler Enhancements | {
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"followers_url": "https://api.github.com/users/j... | 3 | 2021-01-21T12:26:29Z | 2021-01-25T06:34:17Z | 2021-01-24T21:46:22Z | CONTRIBUTOR | null | **DOC**: this edits the `style.ipynb` file to include examples of the 3 recent enhancements to `Styler`:
- Tooltips
- External CSS classes to datacells
- Row and Column styling via table styles
It also addresses 3 minor bugs that I detected when wirting the documentation:
**BUG1** (lines 696-703): `set_td... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/39318 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/39318/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/39318/comments | https://api.github.com/repos/pandas-dev/pandas/issues/39318/events | https://github.com/pandas-dev/pandas/pull/39318 | 791,196,908 | MDExOlB1bGxSZXF1ZXN0NTU5MjkzMDI1 | 39,318 | TST: Benchmarks for CSV writing for various index variations | {
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"followers_url": "https://api.github.com/users/j... | 4 | 2021-01-21T15:08:00Z | 2021-01-21T23:58:19Z | 2021-01-21T23:58:16Z | CONTRIBUTOR | null | Benchmarks derived from GH37484 (https://github.com/pandas-dev/pandas/issues/37484). This captures a peculiar difference in timings between a DataFrame originating from `df.set_index(...).head(...)` and one from `df.head(...).set_index(...)`.
- [x] tests added / passed
- [x] Ensure all linting tests pass, see [here... | {
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