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- [x] tests added / passed
- [x] passes `black pandas`
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I think its time for another bump. The release dates for the 1.x.0 and 1.x.MAX versions out there:
1.14.0 -> 2018-01-06
1.14.6 -> 2018-09-23
1.15.0 -> 2018-07-23
1.15.4 -> 2018-11-04
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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
```python
import pandas as pd
s = pd.Series([1, 2, 3, 4], ... | {
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So far, the `escapechar` (`\` by default) of `read_csv` method is used to escape the special meaning of all other characters for all columns.
#### Describe the solution you'd like
In my situation, I want the escape char to take effect only for quoted values, w... | {
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https://github.com/pandas-dev/pandas/blob/master/pandas/_libs/lib.pyx#L988 | {
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https://api.github.com/repos/pandas-dev/pandas/issues/33726 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33726/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33726/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33726/events | https://github.com/pandas-dev/pandas/issues/33726 | 604,911,299 | MDU6SXNzdWU2MDQ5MTEyOTk= | 33,726 | BUG: argument 'axis=1' is silently ignored in DataFrame diff() method when dtype is nullable integer (Int64) | {
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import numpy as np
import pandas as pd
pd.show_versions()
```
INSTALLED VERSIONS
------------------
commit : None
python : 3.7.4.final.0
python-bits : 64
OS : Windows
OS-release : 10
machine : AMD64
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https://api.github.com/repos/pandas-dev/pandas/issues/33728 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33728/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33728/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33728/events | https://github.com/pandas-dev/pandas/pull/33728 | 605,004,634 | MDExOlB1bGxSZXF1ZXN0NDA3NDkwMzU2 | 33,728 | TST: pd.concat on two (or more) series produces all-NaN dataframe | {
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- [ ] tests added / passed
- [x] passes `black pandas`
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https://api.github.com/repos/pandas-dev/pandas/issues/33730 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33730/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33730/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33730/events | https://github.com/pandas-dev/pandas/issues/33730 | 605,062,622 | MDU6SXNzdWU2MDUwNjI2MjI= | 33,730 | DOC: add hvplot as option to plotting.backend | {
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Couple of sections here
https://pandas.pydata.org/pandas-docs/stable/ecosystem.html#visualization
https://dev.pandas.io/docs/development/extending.html#plotting-backends
#### Documentation problem
Add information that [`hvplot`](https://hvplot.holoviz.org/) can be used as a... | {
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] | closed | false | null | [] | null | 3 | 2020-04-22T21:01:03Z | 2020-04-23T15:32:42Z | 2020-04-23T15:32:41Z | MEMBER | null | When doing a setitem into a dt64/td64 Series, we cast `np.nan` to `NaT`. The alternative would be to cast to object dtype and set np.nan unchanged.
Similarly anything that ends up calling `is_valid_nat_for_dtype` will allow through np.nan which ends up getting cast to NaT.
We should consider deprecating this beh... | {
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Maybe related to but distinct from https://github.com/pandas-dev/pandas/issues/27369
- [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.
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https://api.github.com/repos/pandas-dev/pandas/issues/33735 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33735/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33735/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33735/events | https://github.com/pandas-dev/pandas/issues/33735 | 605,184,626 | MDU6SXNzdWU2MDUxODQ2MjY= | 33,735 | BUG: escapechar option of to_csv method does not function properly. | {
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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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https://api.github.com/repos/pandas-dev/pandas/issues/33737 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33737/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33737/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33737/events | https://github.com/pandas-dev/pandas/pull/33737 | 605,202,119 | MDExOlB1bGxSZXF1ZXN0NDA3NjUwODk4 | 33,737 | TST: fix tests for asserting matching freq | {
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- [x] closes #32976
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" ... | {
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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.
---
```python
df_b = pd.DataFrame(dict(p=[1,2,3], q=[2,3,4]))
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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 datetime
import pandas as pd
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] | closed | false | null | [] | null | 2 | 2020-04-23T07:18:01Z | 2020-04-24T15:04:19Z | 2020-04-24T15:04:19Z | NONE | null | I am not able to read a CSV file which is uploaded on Github itself. I want pandas to read the file and provide me the data frame. But I am getting a Parse Error. The Error is as:
df=pd.read_csv("https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_rec... | {
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] | closed | false | null | [] | null | 2 | 2020-04-23T07:54:18Z | 2020-05-13T06:07:33Z | 2020-05-13T06:07:33Z | NONE | null | I cannot change some of the plotting kwargs in `pd.DataFrame.boxplot`. I replot the same in matplotlib with almost the same code and I get the expected results.
Here's a minimum working example:
```
np.random.seed(1234)
df = pd.DataFrame(np.random.randn(10, 4),
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] | closed | false | null | [] | null | 1 | 2020-04-23T08:58:35Z | 2020-08-21T17:06:04Z | 2020-04-23T08:59:00Z | CONTRIBUTOR | null | Just a small heads-up of how well pandas is doing. I wrote [hotware](https://github.com/nschloe/hotware) to check the popularity of software on GitHub and StackOverflow, and in the scientific Python department, pandas is clearly number 1:
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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
`first.py`:
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- [x ] I have confirmed this bug exists on the latest version of pandas.
---
#### Code Sample, a copy-pastable example
```python
import pandas as pd
class SubDataFrame(pd.DataFrame):
@property
def _constructor(self):
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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.
- [ ] (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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https://rpy2.github.io/doc/v3.0.x/html/generated_rst/pandas.html
I've been using rpy2 a lot and considering that pandas was inspired from R it would be nice to have a .to_rpy2 method for seemless conversion.
#### Describe the solution you'd like
```
df = pd.D... | {
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reverts #33534
New Cython pre release available today - https://pypi.org/project/Cython/3.0a2/
cc @WillAyd
Update: 3.0a2 (no such luck - seems there is a regression which is being looked at)
https://mail.python.org/pipermail/cython-devel/2020-April/005340.html
https://github.com/... | {
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- [x] I have confirmed this bug exists on the latest version of pandas (1.0.3)
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
---
#### Code Sample, a copy-pastable example
```python
df = pd.DataFrame(i... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
`is_anchored` is being accessed indirectly (its not a property). As a result we never go down the other path, which would raise AttributeError since... | {
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... | 10 | 2020-04-24T09:25:19Z | 2021-08-18T16:39:56Z | 2021-08-18T14:07:49Z | NONE | null | I store my dataframes on disk with `df.to_hdf()`, but to my surprise, even for an empty dataframe the resulting file size is 2MB. Is there a way to make it smaller? Thanks!
```python
import pandas as pd
empty_df = pd.DataFrame()
empty_df.to_hdf('empty_df.hdf', 'data')
```
NB: Versions tested: Pandas 0.21.1, Pan... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/33760 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33760/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33760/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33760/events | https://github.com/pandas-dev/pandas/issues/33760 | 606,175,676 | MDU6SXNzdWU2MDYxNzU2NzY= | 33,760 | BUG: inconsistent median support for datetimelike dtypes | {
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In released version, (pandas 1.0.3) we get:
```
In [20]: df = pd.DataFrame({'a': pd.date_range("2012", periods=3, freq='D')})
In [21]: df.median()
Out[21]: Series([], dtype: float64)
In... | {
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For the block-wise path in `DataFrame._reduce`, we ensure to use the EA reduction for blocks holding EAs, instead of passing the EA to the `op` function (which is typically the `nanops` nan function).
This needs https://github.com/pandas-dev/pandas/pull/33758 to be merged, since that PR fixes the te... | {
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- [ ] tests added / passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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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.
---
When trying to do arithmetic on two dataframes with a common MultiIndex level, I a... | {
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- [x] I have confirmed this bug exists on the latest version of pandas.
---
#### Code Sample, a copy-pastable example
```bash
$ cat first-line.json
{"col":"72057594038135102"}
```
```python
>>> pd.read_json("first-line.json", lines=T... | {
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Multi-row and/or multi-column subplots can utilize shared axes.
An external share happens at axis creation when a sharex or sharey
parameter is specified.
An internal share, or twinning, occurs when an overlayed axis is created
by the Axes.twinx() or Axes.twiny() calls.
The two types of sha... | {
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- [ ] closes #xxxx
- [ ] tests added / passed
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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- [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
Prerequisites:
```console
$ pip ins... | {
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- [X] tests added / passed
- [X] passes `black pandas`
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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This pull request fixes a bug in `GenericArrayFormatter` that caused a crash when rendering arrays of arrays. This problem causes `Series.__repr__()... | {
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- [x] tests added / passed
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- [x] tests added and passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] numpy functions on Series are called like other functions | {
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@mroeschke can you pls double-check me on the change in window.rolling | {
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Often times when conducting hypothesis tests we need to prepare the data and sample it using stratified sampling (i.e.: a sample that mimics the population distribution according to a variable or strata). Pandas has a sample feature, but it does not take strata into a... | {
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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 numpy as np
>>... | {
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- [x] tests added / passed
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We can improve performance (and memory footprint) by returning views in more cases. The downsides are 1) the returned DataFrames are less-consolidated and 2) users may be relying on getting copies in some situations. | {
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https://pandas.pydata.org/docs/dev/user_guide/reshaping.html#cross-tabulations | {
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Wasn't sure if this warranted a whatsnew entry since its mostly code cleanup | {
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works for whatever index, 1, 2, 3, etc.
[testfile.xlsx](https://github... | {
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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.
---
If Dataframe has index which timezone is set to `dateutil.tz.tzlocal()`, it could ... | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02... | {
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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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- [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.
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#### Code Sample, a copy-pastable example
```python
import pandas as pd
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- [x] I have confirmed this bug exists on the latest version of pandas.
- [x] This bug exists on the master branch of pandas. [see below](https://github.com/pandas-dev/pandas/issues/33803#issuecomment-619574491)
---
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## Scope of PR
This is the final PR needed to solve #32865. It fixes `cov` and `corr` by passing the correct argument to ... | {
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Updated tests in test_join_multi_levels to include messages for pytest.raises.
- [ ] closes #xxxx
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I lean towards always-scalar-like, but would be fine either way. | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/33810 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33810/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33810/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33810/events | https://github.com/pandas-dev/pandas/issues/33810 | 607,094,629 | MDU6SXNzdWU2MDcwOTQ2Mjk= | 33,810 | TST: add Feather V2 round-trip test | {
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https://api.github.com/repos/pandas-dev/pandas/issues/33812 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/33812/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/33812/comments | https://api.github.com/repos/pandas-dev/pandas/issues/33812/events | https://github.com/pandas-dev/pandas/pull/33812 | 607,101,638 | MDExOlB1bGxSZXF1ZXN0NDA5MTQ5MjE4 | 33,812 | TST: check freq in assert_equal | {
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This PR is the first step to achieve it, it basically does one thing: break up the giant consistency test in `common` into four tests based on test contents: `var`, `std`, `cov`, and `series data`.
cc @jreback | {
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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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