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https://api.github.com/repos/pandas-dev/pandas/issues/34417 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34417/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34417/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34417/events | https://github.com/pandas-dev/pandas/pull/34417 | 626,023,731 | MDExOlB1bGxSZXF1ZXN0NDI0MTA4ODMy | 34,417 | TST closes #28980 Certain comparison operations misbehaving for period dtype | {
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- [ x ] closes #28980
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Allows two non-keyword arguments, ``io`` and ``sheet_name``. I think ``sheet_name`` is quite often (e.g. Interactively) supplied without being a keyword argument and requiring it will just be needlessly annoying.
Also some clean-up in pandas/tests/io/excel. | {
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1) a pass to clean up pickle-based kludges that were needed when these were mixed python/cython
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3) move to_offset int liboffsets | {
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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, a copy-pastable example
```python3
s = pd.Series([1,1,2,2,3,... | {
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What would be the best way to validate that this fixes the MacPython/pandas-wheels @TomAugspurger | {
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- [x] closes #8745
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Intentionally smaller-scoped than #31795 (and indeed `get_dummies`) as a broa... | {
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```
iris.csv
tips.csv
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Both of these files are also in `pandas/tests/io/data/csv`.
Do they need to be in both places? If not, can they be removed from one of them? | {
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cc @simonjayhawkins. | {
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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
import numpy
... | {
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cc @jbrockmendel | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] whatsnew entry
This PR tries to fix the bug pointed in #34422 where `SeriesGroupBy.agg` works with any given column name in `NamedAgg`.
After discussing with @TomAugspurger and @MarcoGorelli in another issue #34380 regarding th... | {
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It might be a common enough situation for someone to want to know the min AND max of an index or series. I assume the min and max are not stored as attributes so the function has to scan all the data. It would be an improvement to scan once, and return both values as a tuple.
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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.
---
`
import numpy as np
import pandas as pd
df = pd.DataFrame({'A': ['a', 'a'], ... | {
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---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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Note: the test raises an error for `ms` on v1.0.3, but is successful on master
Note: I did not choose to close this issue has the test fail for `ns` unit
[ ] #24444
[ 1 ] tests added / passed
[ x ] passes `black pandas`
[ x ] passes `git diff upstream/master -u -- "*.p... | {
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**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2018/02/28... | {
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This is the beginning of the date data type, and it definitely works properly on a high level. For some of the places where strings might need to be converted and such I used the cython code that was implemented in tslib. The time complexity is still linear, but some of those methods may need to ... | {
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- [ x ] closes #28981
- [ 1 ] test modified
- [ x ] passes `black pandas`
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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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Three changes in indexing.py :
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] | closed | false | null | [] | null | 5 | 2020-05-29T04:21:17Z | 2020-05-29T06:24:30Z | 2020-05-29T06:18:48Z | NONE | null | - [ ] I have checked that this issue has not already been reported.
yes
- [ ] I have confirmed this bug exists on the latest version of pandas.
yes
- [ ] (optional) I have confirmed this bug exists on the master branch of pandas.
yes
---
**Note**: Please read [this guide](https://matthewrocklin.com/blog/work/2... | {
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However, before we can address #32344, we probably need to address this.
```python
# on current master
>>> import pandas as pd
>>> import numpy as np
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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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The problem with the curren... | {
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---
#### Code Sample
broken
```python
import pandas as pd
df = pd.DataFrame({"col": [1, 2, 3,]}, index=[0.1, 0.3, 0.2,])
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"... | closed | false | null | [] | {
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```
In [53]: pd.core.dtypes.cast.astype_nansafe(np.array([1, 2, 3]), np.dtype("float64"))
Out[53]: array([1., 2., 3.])
In [54]: pd.core.dtypes.cast.astype_nansafe(np.array([1, 2, 3]), np.dtype("float64"), copy=False)
Out[54]: array([4.9e-324, 9.9e... | {
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```
In [64]: arr = pd.arrays.SparseArray([1, 0, 0, 2])
In [65]: arr
Out[65]:
[1, 0, 0, 2]
Fill: 0
IntIndex
Indices: array([0, 3], dtype=int32)
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- [x] tests passed
- [ ] passes `black pandas`
- [ ] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
I deleted the `iris.csv` and `tips.csv` files which are unused duplicates (i.e. those in `pandas/tests/io/data/csv`).
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The current behaviour when Sparse and Categorical are concatenated, is that for both the "dense" values are used (for sparse the densified values, for categorical the non-categorical version of the values).
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```python
>>> pd.Series([1, "1"]).astype(int)
0 1
1 1
dtype: int64
```
This doesn't
```python
>>> pd.Series([1, "1"]).astype("Int64")
Traceback (most recent call last):
File "/Users/willayd/clones/pandas/pandas/core/arrays/integer.py", line 165, in safe_cast
return values.astype... | {
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- [x] passes `black pandas`
not sure what this means, will look it up.
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- ~~[ ] tests added / passed~~
this is an PR on documentation only, unit tests are not needed.
- ~~[ ] whatsnew entry~~
I think I don't need this as... | {
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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: [cc6348](https://github.com/pandas-dev/pandas/commit/cc634842a1d73e77145d62c4390dfa10f282e06... | {
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Wrt. "new" keyword parameter ``na_filter``: This parameter already exists in the doc string and is just masked in the ``kwds`` in the signature. If you follow the code paths all the way down to parsers.py, you can see that it indeed has a default of `True``. | {
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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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- [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
>>> pd.__version__
'1.1.0.dev0+1690.g70d7c04ff'
>>> pd.Series([1,1,1,... | {
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#### Code Sample, a copy-pastable example
```python
from io import BytesIO
import pandas as pd
buffer = BytesIO()
df = pd.DataFrame([1,2,3], columns=["a"])
df.to_parquet(buffer)
df2 = pd.read_parquet(buffer)
```
#### Problem description
The current behavior of `read_parquet(buffer)` is that it r... | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry
Hi,
I would expect the output form the merge function as specified in #28243, i.e. if you join right with right_index=True the resulting DataFrame... | {
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... | open | false | null | [] | null | 0 | 2020-05-29T22:59:10Z | 2020-05-30T10:33:46Z | null | NONE | null | #### Is your feature request related to a problem?
I would like to use scatter_matrix on a dataframe with missing entries when using the c parameter.
This works:
```python
import pandas as pd
import numpy as np
X = pd.DataFrame(np.random.normal(size=(150, 4)))
y = pd.Series(np.random.randint(0, 4, size=150))... | {
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- [ ] closes #xxxx
- [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://numpy.org/neps/nep-0029-deprecation_policy.html
prob ok to keep for the 1.1 release then should drop for 1.2. we will likely be adding. 3.9 support so this makes sense. | {
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- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] passes performance benchmarks
- [x] whatsnew entry
Currently this patch causes a significant reduction for a number of the JSON performance benchmarks. A printou... | {
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The purpose of this PR is to fix the current behavior on master:
```python
import pandas as pd
import numpy as np
start, end = "2000-08-02 23:30:00+0500", "2000-12-02 00:30:00+0500"
rng = pd.date_range(start, end, freq="7min")
ts = pd.Series(np.random.randn(len(rng)), index=rng)
res... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34475 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34475/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34475/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34475/events | https://github.com/pandas-dev/pandas/pull/34475 | 627,615,601 | MDExOlB1bGxSZXF1ZXN0NDI1Mzg5NTg2 | 34,475 | BLD/PERF: bump cython to 0.29.19 for searchsorted | {
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```
In [4]: ts... | {
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The main upside is that we now only cimport from libconversion, ... | {
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"followers_url": "https://api.github.com/users/j... | 4 | 2020-05-30T01:17:43Z | 2020-06-08T01:45:31Z | 2020-06-08T01:45:23Z | CONTRIBUTOR | null | Remove duplicated test data.
"test1.csv" & "tips.csv" are present in both "tests/io/parser/data" & "tests/io/data/csv".
Move the "*.csv.bz2" & "*.csv.gz" files since the s3_resource fixture in tests/io/conftest requires these.
Follow up from: https://github.com/pandas-dev/pandas/issues/29439
Think we should... | {
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... | open | false | null | [] | null | 3 | 2020-05-30T04:39:39Z | 2020-07-08T14:23:19Z | null | CONTRIBUTOR | null | - [x] I have checked that this issue has not already been reported.
- [x] I have confirmed this bug exists on the latest version of pandas.
- [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
impor... | {
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"description": "Timedelta... | open | false | null | [] | null | 5 | 2020-05-30T06:58:51Z | 2021-08-07T22:31:52Z | null | MEMBER | null | In my attempt to enable DataFrame reductions for ExtensionArrays (and at the same time cleaning up `DataFrame._reduce` a bit) at https://github.com/pandas-dev/pandas/pull/32867, I am running into the following inconsistency.
Consider a Timedelta array, and how it behaves for the `any` and `all` logical functions (on... | {
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"gists... | null | 1 | 2020-05-30T09:43:21Z | 2020-06-07T20:26:14Z | 2020-06-07T20:26:14Z | CONTRIBUTOR | null | #### Location of the documentation
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.merge.html#pandas.DataFrame.merge
#### Documentation problem
The documentation is correct but hard to read, currently:
```... If string, column with information on source of each row will be adde... | {
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TypeError: 'float' object is not subscriptable
This is a preview of the data set:
```
0 1 Live time: 11646
0 1.0 2.0 0.0 0.0 ... | {
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- [x] tests added / passed
- [x] passes `black pandas`
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The fix broke one test (`test_merge_index_column_tz` in `test_merge_asof.py`) which expected the right index instead of the left index.
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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] tests added / passed
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This will let us remove Resolution.get_stride_from_decimal | {
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Is there any reason why `get_period_alias(freq)` would return `None` if `freq` is a valid time frequency? If so, I'll add a test - else, this PR removes unreachable code.
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I checked for dtype object. Normally, I would try to check for allowed dtypes, but that would require a lot of dtype checks instead of only one. I h... | {
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Also fixed up another line he mentioned (python setup.py build_ext --inplace -j 4
instead of:
python setup.py build_ext --inplace -j 0) for conda/venv/pyenv.
Have rebuilt the docs and ensured they build properly. | {
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Also fixed up another line he mentioned (python setup.py build_ext --inplace -j 4
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Have rebuilt the docs and ensured they build properly.
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https://api.github.com/repos/pandas-dev/pandas/issues/34495 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34495/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34495/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34495/events | https://github.com/pandas-dev/pandas/pull/34495 | 627,931,094 | MDExOlB1bGxSZXF1ZXN0NDI1NTg4NDU0 | 34,495 | DOC: Clarify behaviour of pd.merge | {
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] | closed | false | null | [] | null | 5 | 2020-05-31T10:00:51Z | 2020-07-08T16:21:41Z | 2020-07-08T16:21:40Z | CONTRIBUTOR | null | - [x] Closes #34412 (also attempts to clarify #34273)
- [x] tests added / passed (passes `scripts/validate_docstrings.py`)
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [ ] whatsnew entry (Not needed)
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"de... | closed | false | null | [] | null | 3 | 2020-05-31T13:52:12Z | 2021-04-26T22:00:03Z | 2021-01-01T22:04:22Z | MEMBER | null | - [x] xref #15692
- [x] xref #17257
- [x] xref #28220
- [x] xref #28243
- [x] xref #33232
- [x] tests added / passed
- [x] passes `black pandas`
- [x] passes `git diff upstream/master -u -- "*.py" | flake8 --diff`
- [x] whatsnew entry
Until now the `_maybe_add_join_keys` function changed the target column i... | {
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```python
import pandas as pd
import numpy as np
df = pd.DataFrame(data=np.array([[1,2,3,4],[5,6,7,8],[1,2,np.nan,np.nan]]).T,columns=('a','b','c'),dtype="Int64")
df2 = df.set_index('c')
df2.loc[1]
```
#### Problem description
When there is more than one missing value in the dataframe in... | {
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- " The column headers do not need to have the same type" is not very clear, and also doesn't apply to Series.equals. Something like "The row/column ind... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34499 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34499/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34499/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34499/events | https://github.com/pandas-dev/pandas/pull/34499 | 627,989,539 | MDExOlB1bGxSZXF1ZXN0NDI1NjMwODYw | 34,499 | REF/PERF: PeriodDtype decouple from DateOffset | {
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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 - waiting on https://github.com/pandas-dev/pandas/pull/34481
Use arrow parquet.read_table opposed to ParquetDataset
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1. pandas/tests/series/indexing/test_numeric.py
2. pandas/tests/series/indexing/test_take.py
3. pandas/tests/series/indexing/test_where.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.
---
#### Code Sample, a copy-pastable example
```python
In [1]: import pandas as p... | {
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```python
index = pd.timedelta_range(start="1985", periods=1000, freq="D")
timedelta = index[500]
%timeit index.get_loc(timedelta)
```
```
# master
7.39 µs ± 78.9 ns per loop (mean ± std. dev. of 7 runs, 100000 loops each)
# 1.0.3
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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/... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34512 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34512/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34512/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34512/events | https://github.com/pandas-dev/pandas/pull/34512 | 628,454,557 | MDExOlB1bGxSZXF1ZXN0NDI1OTkyODYz | 34,512 | Update : In DataFrame Class, Columns should not contain duplicate val… | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34513 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34513/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34513/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34513/events | https://github.com/pandas-dev/pandas/issues/34513 | 628,465,400 | MDU6SXNzdWU2Mjg0NjU0MDA= | 34,513 | Release notes still missing for 1.0.4 | {
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https://github.com/pandas-dev/pandas/releases/tag/v1.0.4 links to https://pandas.pydata.org/docs/whatsnew/v1.0.4.html but the whatsnew page has been missing. Shouldn't it be made available no la... | {
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https://api.github.com/repos/pandas-dev/pandas/issues/34514 | https://api.github.com/repos/pandas-dev/pandas | https://api.github.com/repos/pandas-dev/pandas/issues/34514/labels{/name} | https://api.github.com/repos/pandas-dev/pandas/issues/34514/comments | https://api.github.com/repos/pandas-dev/pandas/issues/34514/events | https://github.com/pandas-dev/pandas/pull/34514 | 628,492,988 | MDExOlB1bGxSZXF1ZXN0NDI2MDI0Nzgz | 34,514 | BUG: asymmetric error bars for series (GH9536) | {
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This fix enables asymmetric errors bars for pd.Series plots. In the current implementation the bars are symmetric, even if two sets of errors are provided.
Took inspirations from #12046 | {
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rename Resolution.get_reso -> Resolution.from_attrname | {
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