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https://api.github.com/repos/pandas-dev/pandas/issues/20310 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20310/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20310/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20310/events | https://github.com/pandas-dev/pandas/pull/20310 | 304,480,664 | MDExOlB1bGxSZXF1ZXN0MTc0NDQ5ODcz | 20,310 | DOC: update the pandas.DataFrame.pct_change docstring | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20311 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20311/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20311/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20311/events | https://github.com/pandas-dev/pandas/pull/20311 | 304,496,599 | MDExOlB1bGxSZXF1ZXN0MTc0NDYxODEy | 20,311 | COMPAT: Ascii example | {
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```
pytest -m single -r xX --junitxml=/tmp/single.xml --strict --only-slow --skip-network pandas
Traceback (most recent call last):
File "/home/travis/miniconda3/envs/pandas/lib/python2.7/site-packages/_pytest/config.py", line 366, in _importconftest
mod = conftestpath.pyimport()
File "/home... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20312 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20312/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20312/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20312/events | https://github.com/pandas-dev/pandas/pull/20312 | 304,509,699 | MDExOlB1bGxSZXF1ZXN0MTc0NDcxNzE5 | 20,312 | DOC : Update the pandas.Period.hour docstring | {
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# Period.hour
################################################################################
######################## Docstring (pandas.Period.hour) ########################
################################################################################
Get hours of a day that a Period falls on.
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https://api.github.com/repos/pandas-dev/pandas/issues/20313 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20313/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20313/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20313/events | https://github.com/pandas-dev/pandas/pull/20313 | 304,524,388 | MDExOlB1bGxSZXF1ZXN0MTc0NDgyODI1 | 20,313 | DOC: update docstring of pandas.Series.add_prefix docstring | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20314 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20314/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20314/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20314/events | https://github.com/pandas-dev/pandas/pull/20314 | 304,528,790 | MDExOlB1bGxSZXF1ZXN0MTc0NDg2MTM2 | 20,314 | Doc : update the pandas.Period.minute docstring | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2018-03-12T20:31:31Z | 2018-03-13T02:18:14Z | 2018-03-12T21:16:30Z | CONTRIBUTOR | null | # Period.minute
################################################################################
####################### Docstring (pandas.Period.minute) #######################
################################################################################
Get minute of the hour component of the Period.
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https://api.github.com/repos/pandas-dev/pandas/issues/20315 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20315/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20315/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20315/events | https://github.com/pandas-dev/pandas/pull/20315 | 304,530,450 | MDExOlB1bGxSZXF1ZXN0MTc0NDg3NDU1 | 20,315 | DOC: update the pandas.Series.add_suffix docstring | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20316 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20316/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20316/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20316/events | https://github.com/pandas-dev/pandas/pull/20316 | 304,535,483 | MDExOlB1bGxSZXF1ZXN0MTc0NDkxMjY0 | 20,316 | DOC: update the day_name function docstring | {
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an unrelated PR):
- [ X] PR title is "DOC: update the <your-function-or-method> docstring"
- [ X] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20317 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20317/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20317/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20317/events | https://github.com/pandas-dev/pandas/issues/20317 | 304,566,046 | MDU6SXNzdWUzMDQ1NjYwNDY= | 20,317 | Cannot access callable attribute 'groupby' of 'DataFrameGroupBy' objects | {
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I'm newbie in Panda. I want to groupby my dataframe poll_df by Start Date. I get this error. How can I fix it?
Thanks for your help
#### Code Sample, a copy-pastable example if possible
```python
poll_df = poll_df.groupby(['Start Date'],as_index=False)
```
#### Problem description
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https://api.github.com/repos/pandas-dev/pandas/issues/20318 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20318/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20318/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20318/events | https://github.com/pandas-dev/pandas/issues/20318 | 304,595,586 | MDU6SXNzdWUzMDQ1OTU1ODY= | 20,318 | Docstring validation script issues | {
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I am currently working on my PR for documentation sprint (for `pd.DataFrame.to_csv`)) and have a few issues with the docsting validation script, please see below. Master merged ~5 minutes ago, so everything should be up to date.
#### "Code"
My "Parameters" section starts with:
```Py... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20319 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20319/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20319/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20319/events | https://github.com/pandas-dev/pandas/pull/20319 | 304,610,569 | MDExOlB1bGxSZXF1ZXN0MTc0NTQ2MDY1 | 20,319 | DOC : Update the Period.second docstring | {
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# Period.second
############################################################################
####################### Docstring (pandas.Period.second) #######################
################################################################################
Get second of the minute component of the Period.
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https://api.github.com/repos/pandas-dev/pandas/issues/20320 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20320/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20320/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20320/events | https://github.com/pandas-dev/pandas/pull/20320 | 304,656,398 | MDExOlB1bGxSZXF1ZXN0MTc0NTc4NDMz | 20,320 | Fixed str.split IndexError with Empty String and expand=True | {
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- [x] closes #20002
- [x] tests added / passed
- [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/20321 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20321/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20321/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20321/events | https://github.com/pandas-dev/pandas/pull/20321 | 304,666,992 | MDExOlB1bGxSZXF1ZXN0MTc0NTg2MTc5 | 20,321 | DOC: update the Index.get duplicates docstring | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20322 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20322/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20322/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20322/events | https://github.com/pandas-dev/pandas/pull/20322 | 304,668,850 | MDExOlB1bGxSZXF1ZXN0MTc0NTg3NTUw | 20,322 | DOC: update the Index.get duplicates docstring | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2018-03-13T08:31:25Z | 2018-03-13T09:20:33Z | 2018-03-13T09:20:16Z | CONTRIBUTOR | null | Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20323 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20323/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20323/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20323/events | https://github.com/pandas-dev/pandas/pull/20323 | 304,678,533 | MDExOlB1bGxSZXF1ZXN0MTc0NTk0NTk2 | 20,323 | DOC: update the Period.start_time attribute docstring | {
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... | [] | closed | false | null | [] | null | 0 | 2018-03-13T09:05:07Z | 2018-03-13T09:23:12Z | 2018-03-13T09:23:06Z | CONTRIBUTOR | null | Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20324 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20324/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20324/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20324/events | https://github.com/pandas-dev/pandas/issues/20324 | 304,679,135 | MDU6SXNzdWUzMDQ2NzkxMzU= | 20,324 | API: which "anchor point" for datetime properties of Periods ? | {
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"description"... | open | false | null | [] | null | 6 | 2018-03-13T09:06:59Z | 2021-06-19T06:17:51Z | null | MEMBER | null | In several docstring PRs for Period datetime properties, we ran into the confusion about how the date/time of those attributes are determined (start or end ?). Eg see discussion in https://github.com/pandas-dev/pandas/pull/20277#discussion_r173651389
Small example to illustrate:
```
In [30]: p1 = pd.Period('2017... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20325 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20325/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20325/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20325/events | https://github.com/pandas-dev/pandas/pull/20325 | 304,688,827 | MDExOlB1bGxSZXF1ZXN0MTc0NjAyMjM3 | 20,325 | DOC: update the Period.start_time attribute docstring | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2018-03-13T09:36:44Z | 2018-03-14T14:38:18Z | 2018-03-14T14:38:18Z | CONTRIBUTOR | null | Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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https://api.github.com/repos/pandas-dev/pandas/issues/20326 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20326/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20326/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20326/events | https://github.com/pandas-dev/pandas/issues/20326 | 304,713,433 | MDU6SXNzdWUzMDQ3MTM0MzM= | 20,326 | Inplace boolean setting on mixed-types with a non np.nan value | {
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```python
In [4]: df = pd.DataFrame({'series': pd.Series(range(3))})
In [5]: df["name"] = "abc"
In [6]: df_copy = df.copy()
In [7]: df.series.loc[2] = None
In [8]: df
Out[8]:
series name
0 0.0 abc
1 1.0 abc
2 NaN abc
In [9]: df_copy
Out[9]:
series nam... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20328 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20328/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20328/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20328/events | https://github.com/pandas-dev/pandas/issues/20328 | 304,743,409 | MDU6SXNzdWUzMDQ3NDM0MDk= | 20,328 | Parameterize NA sentinel for hashtables | {
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IIUC, the missing value condition is baked into the class def... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20329 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20329/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20329/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20329/events | https://github.com/pandas-dev/pandas/pull/20329 | 304,802,845 | MDExOlB1bGxSZXF1ZXN0MTc0Njg4NjU1 | 20,329 | DOC: Formatting for DtypeWarning Docstring [ci skip] | {
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cc @jorisvandenbossche @hissashirocha | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20330 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20330/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20330/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20330/events | https://github.com/pandas-dev/pandas/pull/20330 | 304,814,254 | MDExOlB1bGxSZXF1ZXN0MTc0Njk3MzY0 | 20,330 | CI: Fix linting on master [ci skip] | {
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I broke master again. Sorry. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20331 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20331/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20331/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20331/events | https://github.com/pandas-dev/pandas/pull/20331 | 304,841,169 | MDExOlB1bGxSZXF1ZXN0MTc0NzE3ODk1 | 20,331 | DOC : Update the pandas.Period.week docstring | {
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# Period.week
################################################################################
######################## Docstring (pandas.Period.week) ########################
################################################################################
Get the total weeks on the Period falls in.
Retur... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20332 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20332/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20332/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20332/events | https://github.com/pandas-dev/pandas/issues/20332 | 304,859,420 | MDU6SXNzdWUzMDQ4NTk0MjA= | 20,332 | DOC: Documentation Standarization Proposal | {
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- period after versionadded (the ... | {
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an unrelated PR):
PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
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"followers_url": "https://api.github... | 2 | 2018-03-13T18:59:38Z | 2018-07-08T15:15:21Z | 2018-07-08T15:15:02Z | CONTRIBUTOR | null | What should the ecosystem.rst heading and description for Ray be?
- DOC: Pandas and Ray
https://github.com/ray-project/ray/issues/1711
https://github.com/pandas-dev/pandas/blob/master/doc/source/ecosystem.rst
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https://api.github.com/repos/pandas-dev/pandas/issues/20335 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20335/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20335/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20335/events | https://github.com/pandas-dev/pandas/issues/20335 | 304,897,378 | MDU6SXNzdWUzMDQ4OTczNzg= | 20,335 | DOC: ecosystem.rst: Vaex | {
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- Src: https://github.com/maartenbreddels/vaex
- Docs: https://docs.vaex.io/
> Vaex is a python library for Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets. It can calculate... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20336 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20336/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20336/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20336/events | https://github.com/pandas-dev/pandas/pull/20336 | 304,923,820 | MDExOlB1bGxSZXF1ZXN0MTc0NzgwODA4 | 20,336 | DOC: update the pandas.DataFrame.cummax docstring | {
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an unrelated PR):
- [X] PR title is "DOC: update the <your-function-or-method> docstring"
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Parameterizing some tests in ``pandas/tests/io/parser/compression.py``. I left the zip test alone because it was quite different to the others and I couldn't see an easy way to incorporate it in the parameterizing. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20338 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20338/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20338/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20338/events | https://github.com/pandas-dev/pandas/pull/20338 | 304,970,710 | MDExOlB1bGxSZXF1ZXN0MTc0ODE2OTM3 | 20,338 | BUG: xtick labels didn't work some times | {
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] | closed | false | null | [] | null | 1 | 2018-03-13T23:24:39Z | 2018-03-14T01:56:55Z | 2018-03-14T01:56:55Z | NONE | null | use locally defined self._get_xticks instead of matplotlib default ax.get_xticks()
actually fixes #18755 the other is unrelated
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https://api.github.com/repos/pandas-dev/pandas/issues/20339 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20339/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20339/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20339/events | https://github.com/pandas-dev/pandas/issues/20339 | 305,017,331 | MDU6SXNzdWUzMDUwMTczMzE= | 20,339 | Integrate with https://developer.tdameritrade.com/ (ask tdameritrade for code contribution) | {
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TDameritrade which recently merged with scottrade and now offers a new rest api set.
Would be great if panda integrates with their API.
https://developer.tdameritrade.com/
http://pandas-datareader.readthedocs.io/en/latest/remot... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20340 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20340/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20340/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20340/events | https://github.com/pandas-dev/pandas/pull/20340 | 305,032,251 | MDExOlB1bGxSZXF1ZXN0MTc0ODYwNjIz | 20,340 | TST: Parametrize dtypes tests - test_common.py and test_concat.py | {
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Relatively minor changes to `test_common.py`:
- mostly just extracted `for` loops
- split one test into two separate tests (see code comment)
Made larger changes to `test_concat.py`:
- removed the test class in favor of plain functions, since there ... | {
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- [x] based on discussion here: https://github.com/pandas-dev/pandas/pull/20032#pullrequestreview-101917292
- [ ] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
This PR splits the ... | {
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"followers_url": "https://api.github... | 7 | 2018-03-14T12:37:30Z | 2018-07-20T13:11:27Z | 2018-07-20T13:11:27Z | CONTRIBUTOR | null | As a way to make dropping an index level possible in an method chain.
```python
>>> df = pd.DataFrame(np.arange(12).reshape(4, 3), columns=['a', 'b', 'c']).set_index(['a', 'b'])
>>> df.droplevel(0)
```
roughly equivalent to
```python
df2 = df.copy()
df2.index = df.index.droplevel(0)
df2
```
cc @twie... | {
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Will clean it up when I update https://github.com/pandas-dev/pandas/pull/19952 | {
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"followers_url": "https://api.github... | 6 | 2018-03-14T14:08:33Z | 2018-07-07T20:42:18Z | 2018-07-07T20:41:33Z | CONTRIBUTOR | null | Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
- [x] The PEP8 style check passes: `git diff upstream... | {
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"followers_url": "https://api.github... | 8 | 2018-03-14T14:32:48Z | 2018-07-08T15:15:10Z | 2018-07-08T15:15:02Z | CONTRIBUTOR | null | closes #20334 - Pandas on Ray
closes #20335 - Vaex | {
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In addition, the example for `merge_ordered` invokes `ordered_merge`, which is a deprecated f... | {
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After I pushed everything and thought about it some more, I realised that one may argue about the default alignment-behavior, and whether it should be changed to `join=outer`. The behavior as implemented is compatible with the current requirement th... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20348 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20348/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20348/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20348/events | https://github.com/pandas-dev/pandas/issues/20348 | 305,259,162 | MDU6SXNzdWUzMDUyNTkxNjI= | 20,348 | Check kwargs description for all df and series plot submethods | {
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... | 3 | 2018-03-14T17:34:16Z | 2021-06-19T06:18:18Z | null | CONTRIBUTOR | null | After the Pandas Sprint we have had many changes, see in a week or so if they are consistent. See https://github.com/pandas-dev/pandas/pull/20155#discussion_r174304114
The description of this parameter for all `df/series.plot.*` methods should be
```
Additional keywords are documented in :meth:`pandas.Series.plot`... | {
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Adding this to our CSS should fix that
```
div.deprecated {
background-color: #ffe4e4;
border: 1px solid #... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20350 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20350/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20350/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20350/events | https://github.com/pandas-dev/pandas/pull/20350 | 305,289,190 | MDExOlB1bGxSZXF1ZXN0MTc1MDU0Njk3 | 20,350 | DOC: fix typo in Dataframe.loc[] docstring | {
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removed some shared-doc things, but we missed the now unused imports.
Testing locally. Merging when that finishes. | {
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```
data_frame.to_csv(file_path, sep=self.delimiter, float_format='%.2f',
index=False, line_terminator='\n')
```
*Method 2:*
```
with open(file_path, mode='w', newline='\n') as f:
data_frame.to_csv(f, sep=self.delimiter, float_format='%... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20355 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20355/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20355/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20355/events | https://github.com/pandas-dev/pandas/issues/20355 | 305,370,484 | MDU6SXNzdWUzMDUzNzA0ODQ= | 20,355 | DOC: ecosystem.rst: Altair | {
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Src: https://github.com/altair-viz/altair
Docs: https://altair-viz.github.io
https://github.com/pandas-dev/pandas/blob/master/doc/source/ecosystem.rst | {
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closes #6360
Allow to join on multiple levels for multi-indexed dataframe instances | {
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- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
- [x] The PEP8 style check passes: `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] Th... | {
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```python
import pandas as pd
s = pd.Series([840.0, 4200.0])
pd.set_option('precision', 0)
print(s)
pd.set_option('precision',2)
print(s)
```
The first print produces 84, 420, while the second one produces correctly 840.0 and 4200.0.
#### Problem description
If I under... | {
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"followers_url": "https://api.github.com/users/jorisva... | 5 | 2018-03-15T10:53:35Z | 2018-03-15T12:35:50Z | 2018-03-15T12:14:36Z | CONTRIBUTOR | null | When chaining multiple calls I often want to select certain elements. Unfortunately getting only the values requires assignment and thus breaks the chaining:
`df_sub = df[df == x]`
One hack is:
`df.replace({x: np.nan}).dropna()`
I think a `drop_values()` function would be nice addition where I could say:
`df.d... | {
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implementation.
This is a stepping stone to groupby.
Categorical already has a custom implementation.
Decimal reuses the default.
JSON can't use the default since an array of dictionaries isn't hashable, so we use a custom implementation. | {
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- https://github.com/pandas-dev/pandas/blob/38afa9310040f1bd4fb122008e96fe6d719b12a2/pandas/core/arrays/categorical.py#L1353
- https://github.com/pandas-dev/pandas/blob/38afa9310040f1bd4fb122008e96fe6d719b12a2/pandas/cor... | {
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"followers_url": "https://api.github.com/users/j... | 2 | 2018-03-15T13:54:06Z | 2018-03-16T14:10:15Z | 2018-03-16T14:10:12Z | CONTRIBUTOR | null | `is_extension_array_dtype(dtype)` was incorrect for dtypes that haven't
implemented the new interface yet. This is because they indirectly subclassed
ExtensionDtype.
This PR changes the hierarchy so that PandasExtensionDtype doesn't subclass
ExtensionDtype. As we implement the interface, like Categorical, we'll a... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20364 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20364/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20364/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20364/events | https://github.com/pandas-dev/pandas/pull/20364 | 305,562,237 | MDExOlB1bGxSZXF1ZXN0MTc1MjU3NzAy | 20,364 | DOC: remove incorrect example from __add__ et al docstring | {
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S... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20365 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20365/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20365/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20365/events | https://github.com/pandas-dev/pandas/pull/20365 | 305,593,218 | MDExOlB1bGxSZXF1ZXN0MTc1MjgxNzQw | 20,365 | TST: fixtures for timezones | {
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Different tests use different lists of timezones and it's kind of hard to unify all of them. In this PR I tried to create a fixture that covers most frequent cases. Some tests use naive timezone, while others are designed to use only explicit timezones (and fail in case tz is not spec... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20366 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20366/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20366/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20366/events | https://github.com/pandas-dev/pandas/pull/20366 | 305,601,715 | MDExOlB1bGxSZXF1ZXN0MTc1Mjg4Mjc0 | 20,366 | DOC: Update cheat sheet and create link in docs | {
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] | closed | false | null | [] | null | 6 | 2018-03-15T15:29:33Z | 2019-02-07T06:50:39Z | 2018-03-16T20:46:55Z | CONTRIBUTOR | null | Update pandas cheat sheet to use `drop(columns=['colname'])`.
Provide link to cheat sheet from the tutorials page.
Based on discussion a while back on gitter with @jorisvandenbossche , maintainers may want the link to the cheat sheet in tutorials.rst to not point to the GitHub repository as I've edited it here,... | {
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"followers_url": "https://api.github.com/users/jorisva... | 1 | 2018-03-15T15:35:19Z | 2018-03-16T10:30:37Z | 2018-03-16T10:30:17Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
df = pd.DataFrame({'x': [1, 2, 3], 'y': [2, 3, 4]})
df.eval('(x - y)').std() # evaluates
df.eval('(x - y).std()') # exception: AttributeError: 'BinOp' object has no attribute 'value'
```
#### Problem description
I expected... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20368 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20368/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20368/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20368/events | https://github.com/pandas-dev/pandas/pull/20368 | 305,643,883 | MDExOlB1bGxSZXF1ZXN0MTc1MzIwNzE0 | 20,368 | DOC: update the pandas.DataFrame.clip docstring | {
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] | closed | false | null | [] | null | 0 | 2018-03-15T17:14:36Z | 2018-04-23T01:16:38Z | 2018-04-23T01:16:38Z | NONE | null | added new examples and reference to winsorization
Checklist for the pandas documentation sprint (ignore this if you are doing
an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
... | {
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```python
df1.sort_values(['gpsLongitude','gpsLatitude'], inplace=True)
df2.sort_values(['x','y'], inplace=True)
res = pd.merge_asof(df1, df2, left_by=['gpsLon... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20370 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20370/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20370/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20370/events | https://github.com/pandas-dev/pandas/pull/20370 | 305,674,316 | MDExOlB1bGxSZXF1ZXN0MTc1MzQ0MTU5 | 20,370 | TST: Remove invalid dtype test | {
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"followers_url": "https://api.github.com/users/j... | 1 | 2018-03-15T18:41:11Z | 2018-05-02T13:10:12Z | 2018-03-15T23:18:52Z | CONTRIBUTOR | null | This test was not valid. Not every dtype kind is a valid dtype.
For example, the dtype may be 'uint64', but the kind is 'u'. | {
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [?] whatsnew entry
This is based on discussion from #20000 where we decided it was confusing to allow `df.plot` to support both labels AND positions. I wasn't sure where to put this in whatsnew, ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20372 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20372/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20372/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20372/events | https://github.com/pandas-dev/pandas/pull/20372 | 305,730,299 | MDExOlB1bGxSZXF1ZXN0MTc1Mzg3MzY4 | 20,372 | remove NaN in categories checking | {
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- [ ] closes #20362
- [ ] tests added / passed
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
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https://api.github.com/repos/pandas-dev/pandas/issues/20373 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20373/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20373/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20373/events | https://github.com/pandas-dev/pandas/pull/20373 | 305,737,332 | MDExOlB1bGxSZXF1ZXN0MTc1MzkyNzQ2 | 20,373 | DOC: update the pandas.DataFrame.plot.box docstring | {
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- [ ] PR title is "DOC: update the <your-function-or-method> docstring"
- [ ] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
- [ ] The PEP8 style check passes: `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20374 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20374/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20374/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20374/events | https://github.com/pandas-dev/pandas/pull/20374 | 305,751,807 | MDExOlB1bGxSZXF1ZXN0MTc1NDAzNzMw | 20,374 | DOC: update pandas.core.groupby.DataFrameGroupBy.resample docstring. | {
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an unrelated PR):
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py <your-function-or-method>`
- [x] The PEP8 style check passes: `git diff upstream... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20375 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20375/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20375/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20375/events | https://github.com/pandas-dev/pandas/issues/20375 | 305,805,325 | MDU6SXNzdWUzMDU4MDUzMjU= | 20,375 | Suggestion on Attributes in Pandas | {
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Pandas adds the column names as attributes of the Dataframe which is quite useful in selecting a series from a Dataframe.
Suggestion scenario:
Current Output
When a new column is added, the new column name is automatically added as an attribute (Desired Result), but the ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20376 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20376/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20376/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20376/events | https://github.com/pandas-dev/pandas/issues/20376 | 305,816,840 | MDU6SXNzdWUzMDU4MTY4NDA= | 20,376 | groupby.apply make additional operation. | {
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"followers_url": "https://api.github.com/users/jorisva... | 1 | 2018-03-16T06:34:42Z | 2018-03-16T09:15:59Z | 2018-03-16T09:08:33Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
import pandas as pd
tt=[]
def func(x):
tt.append(x.B.iloc[0])
return 1
df = pd.DataFrame({'A': [1,1,1,1,1,2,2,2,2], 'B': [0,1,2,3,4,5,6,7,8]})
df.groupby('A').apply(func)
tt
#### [0, 0, 5]
```
#### Problem description
the lis... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20377 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20377/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20377/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20377/events | https://github.com/pandas-dev/pandas/issues/20377 | 305,881,488 | MDU6SXNzdWUzMDU4ODE0ODg= | 20,377 | read_excel with dtype=str converts empty cells to the string 'nan' | {
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```python
In [10]: df = pd.DataFrame({'a': ['x', 'y', '', 'z']})
In [11]: df
Out[11]:
a
0 x
1 y
2
3 z
In [12]: df.to_excel('temp.xlsx')
In [13]: df = pd.read_excel('temp.xlsx', dtype=str)
In [14]: df
Out[14]:
a
0 x
1 y... | {
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> Note that this parameter ignores commented lines and empt... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20379 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20379/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20379/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20379/events | https://github.com/pandas-dev/pandas/pull/20379 | 305,952,646 | MDExOlB1bGxSZXF1ZXN0MTc1NTUxNjM4 | 20,379 | DOC: update the pandas.core.resample.Resampler.fillna docstring | {
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- [x] The validation script passes: `scripts/validate_docstrings.py pandas.core.resample.Resampler.fillna`
- [x] The PEP8 style check passes: `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20380 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20380/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20380/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20380/events | https://github.com/pandas-dev/pandas/issues/20380 | 305,963,172 | MDU6SXNzdWUzMDU5NjMxNzI= | 20,380 | RecursionError in DataFrame.replace with Out of Bounds Datetime | {
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"followers_url": "https://api.github... | 15 | 2018-03-16T15:05:23Z | 2018-11-04T21:28:41Z | 2018-11-04T21:28:41Z | NONE | null | RecursionError in DataFrame.replace
```python
import pandas as pd
import datetime
df = pd.DataFrame({
"dt" : [datetime.datetime(3017, 12, 20)],
"str" : ["blah"]
})
df.replace("blah", "cats")
```
Leads to lots of
```pytb
OutOfBoundsDatetime Traceback (most recent call l... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20381 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20381/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20381/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20381/events | https://github.com/pandas-dev/pandas/pull/20381 | 305,968,045 | MDExOlB1bGxSZXF1ZXN0MTc1NTYzNDI3 | 20,381 | DOC: update pandas.core.resample.Resampler.nearest docstring | {
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"followers_url": "https://api.github... | 6 | 2018-03-16T15:18:01Z | 2018-11-20T15:21:14Z | 2018-11-20T15:21:11Z | CONTRIBUTOR | null | Checklist for the pandas documentation sprint:
- [x] PR title is "DOC: update the <your-function-or-method> docstring"
- [x] The validation script passes: `scripts/validate_docstrings.py pandas.core.resample.Resampler.nearest`
- [x] The PEP8 style check passes: `git diff upstream/master -u -- "*.py" | flake8 --dif... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20382 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20382/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20382/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20382/events | https://github.com/pandas-dev/pandas/pull/20382 | 305,977,720 | MDExOlB1bGxSZXF1ZXN0MTc1NTcwODc4 | 20,382 | BUG: Handle all-NA blocks in concat | {
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non-extension dtypes. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20383 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20383/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20383/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20383/events | https://github.com/pandas-dev/pandas/pull/20383 | 305,992,113 | MDExOlB1bGxSZXF1ZXN0MTc1NTgxODg1 | 20,383 | DOC: update vendored numpydoc version | {
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Additional commits make it work with our docs:
- edit numpydoc to allow member listing for attributes (this is a change (and the only) to the source code of numpydoc that is not upstream: discussed in https://github.com/numpy/numpydoc/pull... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20384 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20384/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20384/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20384/events | https://github.com/pandas-dev/pandas/issues/20384 | 306,009,730 | MDU6SXNzdWUzMDYwMDk3MzA= | 20,384 | strange result when use dataframe.append | {
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] | closed | false | null | [] | null | 2 | 2018-03-16T17:13:57Z | 2018-03-20T03:34:10Z | 2018-03-16T17:56:25Z | NONE | null | #### Code Sample, a copy-pastable example if possible
```python
aaa = ['date', 'time', 'list']
bbb = pd.DataFrame(columns=aaa)
new_data = np.ones(len(aaa))
ccc = bbb.append(pd.DataFrame(new_data))
```
#### Problem description
After running the script, I've got this warning.
**RuntimeWarning: '<' not supp... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20385 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20385/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20385/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20385/events | https://github.com/pandas-dev/pandas/pull/20385 | 306,014,589 | MDExOlB1bGxSZXF1ZXN0MTc1NTk4Nzg1 | 20,385 | DOC: enable docstring on DataFrame.columns/index | {
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Didn't add an actual full docstring yet, but this already gives:
```
In [1]: pd.DataFrame.columns?
Type: AxisProperty
String form: <pandas._libs.properties.AxisProperty object at 0x7f... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20386 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20386/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20386/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20386/events | https://github.com/pandas-dev/pandas/issues/20386 | 306,065,112 | MDU6SXNzdWUzMDYwNjUxMTI= | 20,386 | pandas.isnull does not recognize _lib.tslib.NaTType() as null | {
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```python
>>> import pandas as pd
>>> pd.isnull(pd._lib.tslib.NaTType())
False
```
#### Problem description
pandas.isnull does not recognize pandas._lib.tslib.NaTType() as null
#### Output of ``pd.show_versions()``
<details>
[paste the output of ``pd.show_versions()`` here bel... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20387 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20387/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20387/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20387/events | https://github.com/pandas-dev/pandas/issues/20387 | 306,073,144 | MDU6SXNzdWUzMDYwNzMxNDQ= | 20,387 | DOC: Update missing data | {
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"followers_url": "https://api.github.com/users/jorisva... | 2 | 2018-03-16T20:53:13Z | 2018-03-16T21:49:48Z | 2018-03-16T21:49:43Z | CONTRIBUTOR | null | http://pandas.pydata.org/pandas-docs/stable/10min.html?highlight=missing#missing-data makes no mention of NaT for marking missing values in datetime data.
Is that too early in the docs to mention that complication (and inf as null)? If so, we should link to http://pandas.pydata.org/pandas-docs/stable/missing_data.ht... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20388 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20388/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20388/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20388/events | https://github.com/pandas-dev/pandas/issues/20388 | 306,094,955 | MDU6SXNzdWUzMDYwOTQ5NTU= | 20,388 | Incorrect column dtype conversion from object to int for small floating point numbers | {
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```python
import pandas as pd
import random
col_data = [str(random.random() * 1e-12) for _ in range(5)]
print(col_data)
df = pd.DataFrame(col_data, columns=['A'])
print(df)
print(df.dtypes)
# Incorrect conversion when using DataFrame's index in .loc
#... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20390 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20390/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20390/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20390/events | https://github.com/pandas-dev/pandas/issues/20390 | 306,152,396 | MDU6SXNzdWUzMDYxNTIzOTY= | 20,390 | DOC: Share docstrings between core/algorithms.py and core/base.py | {
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xref https://github.com/pandas-dev/pandas/pull/20361, which is starting this. | {
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```
In [8]: from geopandas import GeoSeries
...: from shapely.geometry import Point
In [9]: p = Point(1, 2)
In [10]: GeoSeries(p, index=['a', 'b', 'c', 'd'])
---------------------------------------------------------------------------
ValueError... | {
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```python
In [1]: import pandas as pd
In [2]: import numpy as np
In [3]: s = pd.Series(range(11), pd.timedelta_range('0 days', '10 days'))
In [4]: s
Out[4]:
0 days 0
1 days 1
2 days 2
3 days 3
4 days 4
5 days 5
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- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
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EDIT: After #21369 was merged the result of ``%timeit df2.loc['b']`` has improved to **3.8 ms**.
EDIT: After #21618 was merged the result of ``%timeit df2.loc['b']`` has improved to **3.3 ms**.
EDIT: After #21659 was merged the result of ``%timeit df2.loc['b']`` has improved to **1.6 ms**.
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display.html.notebook
- [X] closes #11784
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arrays = [np.array(['bar', 'bar', 'baz', 'baz', 'foo', 'foo', 'qux', 'qux']),
np.array(['one', 'two', 'three', 'two', 'one', 'two', 'one', 'two'])]
df = pd.DataFrame(np.random.randn(8, 4), index=arrays)
```
It would probably be nice to allow for
`df.xs([['bar', 'baz'], ['one', 'three']], leve... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20398 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20398/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20398/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20398/events | https://github.com/pandas-dev/pandas/issues/20398 | 306,216,786 | MDU6SXNzdWUzMDYyMTY3ODY= | 20,398 | sum() or prod() on an empty of all-NaN series | {
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> With sum or prod on an empty or all-NaN Series, or columns of a DataFrame, the result will be all-NaN.
> **Warning:** These behaviors differ fr... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20399 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20399/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20399/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20399/events | https://github.com/pandas-dev/pandas/pull/20399 | 306,230,676 | MDExOlB1bGxSZXF1ZXN0MTc1NzQ1NDYx | 20,399 | BUG: fixed json_normalize for subrecords with NoneTypes (#20030) | {
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DOC: added changes to whatsnew/v0.23.0.txt
Checklist for other PRs (remove this part if you are doing a PR for the pandas documentation sprint):
- [x] closes #20030
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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https://api.github.com/repos/pandas-dev/pandas/issues/20400 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20400/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20400/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20400/events | https://github.com/pandas-dev/pandas/pull/20400 | 306,252,035 | MDExOlB1bGxSZXF1ZXN0MTc1NzU4MTUw | 20,400 | ENH: dtype('bool') ndarray or Series coerced to dtype('int') in qcut GH20303 | {
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- [x] closes #20303
- [x] tests added / passed
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Currently, passing a `dtype('bool')` `ndarray` or `Series` as argument to `qcut` raises a `TypeError`. As was suggested in #20303, now `_coerce_to_type` also coerces `bool` ... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20401 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20401/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20401/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20401/events | https://github.com/pandas-dev/pandas/pull/20401 | 306,254,414 | MDExOlB1bGxSZXF1ZXN0MTc1NzU5NTIz | 20,401 | Fix Series construction with dtype=str | {
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BUG: Handles case where data is scalar
DOC: added changes to whatsnew/v0.23.0.txt
Checklist for other PRs (remove this part if you are doing a PR for the pandas documentation sprint):
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- [x] tests added / passed
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https://api.github.com/repos/pandas-dev/pandas/issues/20402 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20402/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20402/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20402/events | https://github.com/pandas-dev/pandas/pull/20402 | 306,262,864 | MDExOlB1bGxSZXF1ZXN0MTc1NzYzODk5 | 20,402 | DOC: Only use ~ in class links to hide prefixes. | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20403 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20403/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20403/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20403/events | https://github.com/pandas-dev/pandas/pull/20403 | 306,266,283 | MDExOlB1bGxSZXF1ZXN0MTc1NzY1Mzkz | 20,403 | Named objs in asserts messages. | {
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### Feature
---
Ability to name objects being passed into `pandas.util.testing.assert_<type>_equal()` statements to allow for more helpful error messages Via the `obj` parameter.
#### Example:
```python
a = pd.Index([1, 2, 3, 4])
b = pd.Index([1, 2, 3, 5])
testing.assert_index_equal(a, b, obj=('Red', '... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/20404 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/20404/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/20404/comments | https://api.github.com/repos/pandas-dev/pandas/issues/20404/events | https://github.com/pandas-dev/pandas/pull/20404 | 306,310,458 | MDExOlB1bGxSZXF1ZXN0MTc1Nzg5MTM4 | 20,404 | DEPR: deprecate get_ftype_counts (GH18243) | {
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- [X] closes #18243
- [X] tests added / passed
- [X] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
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I managed to reduce my CSV... | {
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