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https://api.github.com/repos/pandas-dev/pandas/issues/12104
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127,802,321
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12,104
Setting values on a DataFrame with tz aware DatetimeIndex fails
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1
2016-01-20T22:47:28Z
2016-01-20T23:05:03Z
2016-01-20T23:04:48Z
NONE
null
``` python tdf = pd.DataFrame({'a': np.arange(10), 'b': np.arange(10) + 5}, index=pd.date_range('20160119 09:00', freq='5T', periods=10, tz='US/Eastern')) new_values = tdf.sample(2)['b'] + 100 tdf.loc[new_values.index, 'b'] = new_values.values ``` This fails...
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127,807,559
MDU6SXNzdWUxMjc4MDc1NTk=
12,105
pandas.merge indicator is ignoring suffixes
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2016-01-20T23:15:15Z
2016-01-20T23:39:14Z
2016-01-20T23:39:14Z
CONTRIBUTOR
null
x=pd.merge(df1,df2,left_on..,right_on.. indicator=True, suffixes=['leftDataFrameSuffix','rightdfSuffix] The output will show an indicator column which will show 'left', 'right' or 'both' instead of 'leftDataFrameSuffix', 'rightdfSuffix' or 'both'.
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https://api.github.com/repos/pandas-dev/pandas/issues/12106
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12,106
pytables.open prints to stdout when attempting to open a read-only HDF5 file
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2016-01-20T23:55:42Z
2016-01-21T00:51:38Z
2016-01-21T00:01:32Z
NONE
null
ERROR: type should be string, got "https://github.com/pydata/pandas/blob/master/pandas/io/pytables.py#L539\n\n```\n try:\n self._handle = tables.open_file(self._path, self._mode, **kwargs)\n except (IOError) as e: # pragma: no cover\n if 'can not be written' in str(e):\n print('Opening %s in read-only mode' % self._path)\n self._handle = tables.open_file(self._path, 'r', **kwargs)\n else:\n raise\n```\n\nThe above code prints to stdout when attempting to read from a readonly file. This is a problem for programs which use stdout for their own output. It should either print to sys.stderr or whatever log the rest of the library uses.\n"
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127,823,534
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12,107
PEP: pandas/core final round (api, matrix, sparse, cleanup of common,…
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2016-01-21T01:18:50Z
2016-01-21T06:47:55Z
2016-01-21T06:47:54Z
CONTRIBUTOR
null
… generic) Besides groupby we're clean.
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127,836,477
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12,108
assert_frame_equal fails when dtype is categorical
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8
2016-01-21T03:21:30Z
2018-07-11T10:29:24Z
2016-01-21T03:53:13Z
NONE
null
``` assert_frame_equal(desired_df, df) File "C:\Anaconda\lib\site-packages\pandas\util\testing.py", line 1049, in assert_frame_equal obj='DataFrame.iloc[:, {0}]'.format(i)) File "C:\Anaconda\lib\site-packages\pandas\util\testing.py", line 927, in assert_series_equal assert_attr_equal('dtype', left, right) ...
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12,109
ENH: GH12034 RangeIndex.union with RangeIndex returns RangeIndex if possible
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1
2016-01-21T12:02:01Z
2016-01-21T12:26:59Z
2016-01-21T12:26:50Z
CONTRIBUTOR
null
xref #12034
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127,913,524
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12,110
ERR: read_csv with dtype on empty data, #12048.
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2016-01-21T12:25:26Z
2016-01-24T22:40:27Z
2016-01-24T22:40:27Z
NONE
null
ERR: read_csv with dtype specified on empty data closes #12048.
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12,111
CLN: remove core/matrix.py, not imported into the pandas namespace
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2016-01-21T12:38:14Z
2016-01-22T15:40:43Z
2016-01-21T15:37:16Z
CONTRIBUTOR
null
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128,035,542
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12,112
ENH: add error message for merge with Series GH12081
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5
2016-01-21T22:26:47Z
2016-01-26T15:55:59Z
2016-01-26T15:55:45Z
NONE
null
closes #12081
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12,113
CLN: cleaned RangeIndex._min_fitting_element
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2016-01-22T00:02:47Z
2016-01-22T15:53:38Z
2016-01-22T15:53:33Z
CONTRIBUTOR
null
Added test cases for `_min_fitting_element` and `_max_fitting_element` (unused) that would fail in master because of precision
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CLN: fix flake8 warnings in pandas/stats
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Update __init__.py
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2016-01-22T06:35:51Z
2016-01-22T15:47:53Z
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CONTRIBUTOR
null
getargspec is dprecated in python 3; signature is used instead
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2016-01-22T12:33:40Z
2016-01-22T19:23:08Z
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Allow from_tuples to accept and iterator
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2016-01-22T15:32:56Z
2016-01-27T16:55:31Z
2016-01-27T16:00:17Z
NONE
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Since many methods of constructing a list of tuples in Python3 return iterators, this flattens them. Although using from_arrays often works better.
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Inconsistent results when subtracting two large float64 columns
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2016-01-22T17:52:36Z
2016-01-23T04:42:46Z
2016-01-23T04:42:46Z
NONE
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> > > test = numpy.DataFrame(numpy.random.normal(size=(80000,2))) > > > k = test[0] - test[1] Works most of the time, but sometimes gives a column of zero (or near zeros) as output. Does not seem to affect small dataframes.
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BUG: Avoid cancellations in nanskew/nankurt.
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2016-01-23T20:27:09Z
2016-01-25T18:01:49Z
2016-01-25T15:40:17Z
CONTRIBUTOR
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closes https://github.com/pydata/pandas/issues/11974 This replaces the implementation of `nanskew` and `nankurt` by an algorithm that does not produce round-off error due to subtracting very similar large values. The sample skew and kurtosis are computed directly from the moments, rather than expanding the moments, wh...
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DOC: typo in v0.10 whatsnew
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DEV: Add static modifier to inline declarations.
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2016-01-24T03:42:02Z
2016-01-24T18:30:01Z
2016-01-24T18:29:54Z
CONTRIBUTOR
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It is currently impossible to build a debug version of Pandas on Mac OS, since some of the C function declarations are declared as `inline`, and compiling in debug mode turns off optimizations and hence inlining. While this could be solved by adding a compile argument to `setup.py` to use the C89 behavior for inline as...
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12,124
CLN: reorganize index.py, test_index.py
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8
2016-01-24T05:40:27Z
2016-01-24T22:54:23Z
2016-01-24T22:53:31Z
MEMBER
null
Split apart these two very large modules and created a new `pandas.indexes` subpackage. It would be nice to move all the index class code from `pandas.tseries` there in a followup patch.
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12,125
Styler class fails to render numeric columns when 0 not in columns
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0
2016-01-24T05:52:59Z
2016-02-12T20:42:51Z
2016-02-12T20:42:51Z
CONTRIBUTOR
null
The `core.style.Styler._translate` method uses `__getitem__` indexing when working with numerical cell locations (https://github.com/pydata/pandas/blob/master/pandas/core/style.py#L240). When using numeric dataframe columns the location based index causes confusion with the column name index, causing an error. ``` py...
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12,126
Fix Styler._translate failing on numeric columns
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8
2016-01-24T06:05:36Z
2016-01-24T19:49:26Z
2016-01-24T19:49:26Z
CONTRIBUTOR
null
Addresses https://github.com/pydata/pandas/issues/12125. The previous behaviour was to use a `__getitem__` lookup which caused incorrect behaviour with numeric columns. The adjusted code uses `iloc` numerical indexing to resolve the issue.
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12,127
COMPAT: numpy_compat for >= 1.11 for np.datetime64 tz changes, #12100
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1
2016-01-24T19:00:21Z
2016-01-25T15:31:23Z
2016-01-25T15:31:23Z
CONTRIBUTOR
null
closes #12100
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12,128
PERF: add support for NaT in hashtable factorizers, improving Categorical construction with NaT
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3
2016-01-25T01:10:25Z
2016-01-25T15:29:27Z
2016-01-25T15:29:27Z
CONTRIBUTOR
null
closes #12077 ``` before after ratio [1330b9fe] [404911c6] 17.25ms 1.21ms 0.07 categoricals.categorical_constructor_with_datetimes.time_datetimes_with_nat ```
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12,129
DEPR: GH10623 remove items from msgpack.encode for blocks
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14
2016-01-25T06:02:48Z
2016-02-16T17:10:30Z
2016-02-16T14:50:50Z
CONTRIBUTOR
null
closes #10623
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REF: reorganize pandas/tests/test_series.py
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3
2016-01-25T06:17:06Z
2016-01-26T17:55:45Z
2016-01-26T14:00:02Z
MEMBER
null
Similar to test_frame.py, but only 8K lines to deal with this time.
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12,131
Use system line terminator in to_clipboard by default
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2
2016-01-25T06:56:29Z
2016-01-30T15:20:09Z
2016-01-30T15:20:09Z
CONTRIBUTOR
null
closes #11720 Adds line_terminator optional argument to to_clipboard
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128,479,173
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12,132
to_csv locale dependent format {:n} support
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2016-01-25T07:32:27Z
2016-01-30T15:19:56Z
2016-01-30T15:19:56Z
CONTRIBUTOR
null
closes #11812
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crosstab dropna=False breaks columns.names
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2
2016-01-25T08:52:00Z
2016-04-17T14:31:40Z
2016-04-17T14:31:40Z
CONTRIBUTOR
null
Specifying `dropna=False` drops column level names: ``` import pandas as pd df = pd.DataFrame({"Col1": [23], "Col2": [45]}) names1 = pd.crosstab(df["Col1"], df["Col2"]).columns.names names2 = pd.crosstab(df["Col1"], df["Col2"], dropna=False).columns.names print(names1, names2) >>>['Col2'] [None] ``` P.S. At first i t...
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12,134
style.set_precision(0) displays spurious .0
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2016-01-25T16:03:20Z
2016-02-12T20:42:51Z
2016-02-12T20:42:51Z
CONTRIBUTOR
null
The expected display format would be as in [2]: ![screenshot](https://cloud.githubusercontent.com/assets/6342379/12556293/77593db2-c385-11e5-89e1-69a2bdd0a049.png)
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BUG: set src->buffer = NULL after garbage collecting it in buffer_rd_…
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16
2016-01-25T17:13:39Z
2019-09-23T11:23:41Z
2016-01-27T15:12:25Z
CONTRIBUTOR
null
Issue #12098 Add src->buffer = NULL; after garbage collecting src->buffer in the buffer_rd_bytes routine in io.c to fix the segfault
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12,136
BUG/API: to_timedelta unit-argument ignored for string input
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26
2016-01-25T19:11:18Z
2020-06-08T22:10:04Z
2020-06-08T22:10:04Z
NONE
null
So, I don't know if this is by design, but it sure confused me. `to_timedelta()` operates differently on the number `1000` compared to the string `'1000'`: ``` python In[3]: pd.to_timedelta(1000, unit='ms') Out[3]: Timedelta('0 days 00:00:01') In[4]: pd.to_timedelta(1000.0, unit='ms') Out[4]: Timedelta('0 days 00:00:0...
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BUG: style.set_precision(0) displays spurious .0
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2
2016-01-25T19:43:27Z
2016-02-13T10:33:27Z
2016-02-13T10:24:44Z
CONTRIBUTOR
null
Fixes #12134
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CI: latest ipython version for doc build
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6
2016-01-25T20:12:21Z
2016-01-27T23:38:41Z
2016-01-26T16:26:34Z
MEMBER
null
See https://github.com/pydata/pandas/pull/12002#issuecomment-174550631 Doc builds are failing, testing if using the latest `ipython` version solves it.
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CI: windows 27-64 build failing
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0
2016-01-25T20:17:18Z
2016-01-27T22:39:25Z
2016-01-27T22:39:25Z
CONTRIBUTOR
null
This has been working for quite some time and I don't think the code changes broke this: https://ci.appveyor.com/project/jreback/pandas-465/build/1.0.145 so something changed in what conda is pull in I think (as I cannot repro this, though I have a slightly older build env) if anyone wants to take a look
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ENH: followup for resample, #11841
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1
2016-01-25T21:52:05Z
2016-02-02T15:16:18Z
2016-02-02T15:16:18Z
CONTRIBUTOR
null
@jorisvandenbossche comments for followup on #11841 - [x] the repr: can we follow here PEP8 as well? :-) (I mean spaces after the comma's, I think this would make it a bit more readable, maybe also quotes around the strings) - [x] `upsample` has been removed? (but is still in the documentation) Or is this now `asfreq`...
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EHN: consider multiple skiplist classes for different datatypes
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14
2016-01-26T00:36:40Z
2016-07-18T07:56:00Z
null
CONTRIBUTOR
null
Right now, when we calculate something like a rolling max, if a float32 dataset is being passed in, it upcasts it to a float64. This increases the memory requirements of a big dataset considerably. This is due to the fact that the skiplist implementation only works with doubles. Would you be opposed if I added insta...
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BUG: Unpacking PY2 msgpack in PY3
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2016-02-17T01:13:25Z
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CONTRIBUTOR
null
In #10686, I should have made all the strings in `encode` Unicode strings. Now `'abc'` packed in P2 becomes (or rather remains as) `b'abc'` when unpacked in P3. This I think is the desired behavior (bytes remain as bytes and text remains as text), but it causes errors in `decode`, because, for example, `'typ'` (`==u'...
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12,143
Series.map does not work with defaultdicts
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6
2016-01-26T11:40:51Z
2016-01-26T14:31:38Z
2016-01-26T13:50:02Z
NONE
null
map seems to remove the default behaviour - workaround is to use a lambda function ``` python import collections import pandas as pd a=pd.Series([1,2,3]) print 'a = ' print a c=collections.defaultdict(int) c[1]=1 c[2]=4 b=a.map(c) print 'b = ' print b # b.iloc[2] set to Nan (ignoring defaultdict) d=a.map(lambda x...
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12,144
Right align numbers in HTML repr of tables
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2016-01-26T12:52:12Z
2021-09-28T18:13:10Z
null
CONTRIBUTOR
null
Is there a way to right-align numbers in the HTML repr of tables? Right now they are left aligned, and it is a bit of a pain. I see there is a lot of work on conditional HTML formatting recently (e.g, #10250). Is it already possible to achieve this? /cc @TomAugspurger
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12,145
background_gradient vmin and vmax
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2016-01-26T15:08:40Z
2019-11-03T17:24:25Z
2019-11-03T12:59:56Z
NONE
null
Working with the new style API, I would like to turn several columns of a dataframe into something like a heatmap. I would like to use the same range for all columns in the subset, i.e., the colour map should take a minimum and maximum value I specify, regardless of what actual range each column has. Currently using th...
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Subtraction causes intermittent error
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2016-01-26T15:46:11Z
2016-01-26T18:04:22Z
2016-01-26T18:04:22Z
NONE
null
I came across an intermittent issue that took some experimentation to track down. I was using a oneliner function for taring dataframes (or series, I've noticed the issue there as well) based on the last 50 rows: ``` python def tare(df): return df - df[-50:].mean() ``` On rare occasions, this gave me an obviously...
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12,147
Copying HTML table to spreadsheet software loses top left cell
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1
2016-01-26T16:00:03Z
2021-03-21T21:08:13Z
2021-03-21T21:08:13Z
CONTRIBUTOR
null
Right now, if you copy the HTML table representation of a `DataFrame` from Jupyter to Google Sheets or Open office Calc, you lose the top left empty cell (and the top left cell gets the first column name, which is incorrect). Inserting an ` ` into that cell prevents this from happening. Would a PR be accepted whi...
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12,148
Docstring on Styler.apply{,map} is confusing
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2016-01-26T16:16:00Z
2021-02-10T19:43:50Z
2021-02-10T19:43:50Z
CONTRIBUTOR
null
[Right now it says](https://github.com/pydata/pandas/blob/564166529071d33844712ab6038f6a237ddcb8f1/pandas/core/style.py#L357): ``` python def apply(self, func, axis=0, subset=None, **kwargs): """ Apply a function column-wise, row-wise, or table-wase, updating the HTML representation with th...
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12,149
BLD: make bottleneck a required dependency
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2016-01-26T17:12:42Z
2019-11-02T01:13:53Z
2019-11-02T01:13:52Z
CONTRIBUTOR
null
xref #12141 currently we have backup routines for everywhere we use bottleneck. If we made it a requirement (rather than a highly recommended dep) we could forgo this. its easily installable via `conda` and `pip` (wheels); this used to be an issue.
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12,150
TST: _reset_cache on any defined fixtures between tests
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2016-01-26T18:01:22Z
2020-05-22T03:25:11Z
null
CONTRIBUTOR
null
xref #12130 we should clear() the _cache variable (set by `cache_readonly`) in between unit tests. same with the DataFrame tests. this will prevent any tests from mutating these 'fixtures' and causing issues in later tests
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12,151
BUG: getitem and a series with a non-ndarray values
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2016-01-27T00:41:15Z
2016-01-27T12:59:13Z
2016-01-27T12:59:13Z
CONTRIBUTOR
null
closes #12089
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12,152
better docs for read_csv() argument infer_datetime_format
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2016-01-27T04:36:59Z
2016-03-14T13:02:22Z
2016-03-14T13:02:22Z
CONTRIBUTOR
null
This gives pretty decent explanation of the infer_datetime_format parameter: http://pandas.pydata.org/pandas-docs/version/0.17.1/whatsnew.html#id55 The api docs are fairly opaque. Improve api docs to make it clearer: http://pandas.pydata.org/pandas-docs/stable/generated/pandas.read_csv.html
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12,153
TypeError: 'TextFileReader' object is not an iterator
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1
2016-01-27T10:55:54Z
2016-02-06T20:04:13Z
2016-02-06T20:04:13Z
MEMBER
null
``` csv = pd.read_csv(file_path, chunksize=10) chunk = next(csv) ``` yields ``` --------------------------------------------------------------------------- TypeError Traceback (most recent call last) <ipython-input-21-ec4c9826eb96> in <module>() 1 csv = pd.read_csv(file_path, chu...
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129,120,992
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12,154
"min_itemsize" doesn't work for MultiIndex columns in table format
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8
2016-01-27T11:52:29Z
2021-04-23T00:39:57Z
null
MEMBER
null
``` df = pd.DataFrame([[1,2,3],[4,5,6]], columns=pd.MultiIndex.from_tuples([(1,'a'), (1,'b'), (2,'c')])).astype(str) store = pd.HDFStore('/tmp/store.hdf') store.append('test', df, min_itemsize={1 : 20}) ``` yields ``` --------------------------------------------------------------------------- ValueError...
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12,155
BUG: GroupBy.apply iterates over first group twice
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4
2016-01-27T14:57:47Z
2020-06-06T13:54:33Z
2016-01-27T15:14:08Z
NONE
null
When using the `GroupBy.apply()` method with a custom function handle, the first group is iterated over twice. Explicitly looping over each group and applying the function directly does not yield the error. Error reproduction ``` python >>> import pandas as pd >>> df = pd.DataFrame({'one':[1,2,3,1,2,3],'two':[4,5,6,7...
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12,156
Adding DateOffset(days=1) produces NonExistentTimeError
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12
2016-01-27T15:27:03Z
2021-01-25T18:54:07Z
2021-01-25T18:54:06Z
NONE
null
``` pd.date_range(pd.Timestamp('2015-1-1', tz='US/Eastern'), pd.Timestamp('2016-1-1', tz='US/Eastern'), freq='H') + pd.DateOffset(days=1) Traceback (most recent call last): File "/home/jeff/.virtualenvs/omnipotent/local/lib/python2.7/site-packages/IPython/core/interactiveshell.py", line 3066, in run_code exec(co...
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12,157
read_excel(..., index_col=0, squeeze=True) raises AttributeError
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1
2016-01-27T15:33:44Z
2016-01-30T19:22:40Z
2016-01-30T19:22:40Z
NONE
null
`pd.read_excel` with keyword argument `squeeze=True` raises an AttributeError. This is unexpected, in that: - I would expect it to work analogously to `pd.read_csv`, which does not exhibit the same problem - it worked fine in a previous version (0.15 I think?) Steps to reproduce: ``` python In [1]: import pandas as p...
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12,158
BUG in MultiIndex.drop for not-lexsorted multi-indexes, #12078
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2
2016-01-27T16:54:27Z
2016-01-28T21:46:26Z
2016-01-28T21:28:09Z
CONTRIBUTOR
null
Closes #12078
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12,159
CI: fixup windows builds
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0
2016-01-27T20:44:14Z
2016-01-27T22:39:25Z
2016-01-27T22:39:25Z
CONTRIBUTOR
null
closes #12139 closes #12159
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12,160
DEPR: rename Timestamp.offset internally .freq / deprecate passing offset in favor of freq
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2016-01-27T22:28:31Z
2016-07-10T21:39:51Z
2016-07-10T21:39:51Z
CONTRIBUTOR
null
xref #6815/#6813 .freq in Timestamp rather than .offset (internally used) (0.14.0 ???) This is a bit non-trivial so pulling out to a separate issue from #6581
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12,161
Accessor api docs not building with sphinx 1.3.x
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2016-01-27T23:41:25Z
2016-07-20T20:21:46Z
2016-06-23T15:37:45Z
MEMBER
null
Our custom `AccessorDocumenter`s (defined in docs/source.conf.py) are not working anymore with sphinx 1.3.x See eg the doc build on travis for the errors, and the api overview page on the dev docs.
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12,162
Style display format
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18
2016-01-28T03:29:49Z
2016-02-12T20:51:26Z
2016-02-12T20:42:51Z
CONTRIBUTOR
null
Closes https://github.com/pydata/pandas/issues/11692 Closes https://github.com/pydata/pandas/issues/12134 Closes https://github.com/pydata/pandas/issues/12125 This adds a `.format` method to Styler for formatting the display value (the actual text) of each scalar value. In the processes of cleaning up the template, I...
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12,163
Dead code breaks unpickling of timezone objects
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4
2016-01-28T09:05:35Z
2020-01-21T01:06:10Z
2020-01-21T01:06:10Z
CONTRIBUTOR
null
There is a problem when writing pickles with Pandas 0.14.1 and reading them with Pandas 0.17.1. The problem occurs if the pickles contain `isodate.UTC` or other timezone objects. The problem can be reduced to this test case: **my_tz.py**: ``` from datetime import tzinfo class MyTz(tzinfo): def __init__(self): ...
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12,164
Cleaning FloatArrayFormatter
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3
2016-01-28T12:55:13Z
2016-02-13T15:18:24Z
2016-02-13T15:18:24Z
CONTRIBUTOR
null
While working on issue #12031 (adding a `decimal` parameter to `.to_latex()` and `.to_html()`), I realized a solution would be pretty straight-forward if only `FloatArrayFormatter` was a bit cleaned. Currently, there are two methods that do a similar work: - `.get_formatted_data()`, which returns the array with its fl...
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12,165
DEPR: some removals
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1
2016-01-28T13:32:32Z
2016-01-29T16:20:32Z
2016-01-28T21:23:45Z
CONTRIBUTOR
null
DEPR: Removal of cols keyword in favor of subset in DataFrame.duplicated() and DataFrame.drop_duplicates(), xref #6680
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12,166
Appending HDF5 store leads to crash
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6
2016-01-28T13:37:22Z
2018-07-30T17:38:29Z
2018-07-30T15:48:48Z
NONE
null
I am appending an HDF5 store with a pandas dataframe and Python crashes without any traceback. ``` python chunk.to_hdf('all_data.h5', 'df',mode='a',format='table',append=True) ``` Discussion on stackoverflow: http://stackoverflow.com/questions/31419768/pandas-appending-suing-to-hdf-now-crashes-after-updating-to-pyta...
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12,167
Pandas sum column with scalar results in zeros
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2
2016-01-28T13:46:58Z
2016-01-28T14:03:46Z
2016-01-28T14:03:46Z
NONE
null
I am summing a column of a pandas dataframe with a scalar and the result is a column full of zeros. The weird thing is that sometimes it will return zeros and sometimes it won't. With this code I get a similar error: ``` python import pandas as pd import numpy as np from pdb import set_trace as pdb for _ in xrange(1...
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12,168
ENH: plotting numerical expressions
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9
2016-01-28T16:44:17Z
2016-07-01T16:55:07Z
2016-03-23T12:56:52Z
NONE
null
Passing the `y` argument of a plot to `DataFrame.eval` allows plotting a numerical expression. Makes numerical data exploration much easier. E.g. graphically finding the norm of two curves. See example here: [example notebook](https://gist.github.com/TsvikiHirsh/46fd47bc35dc1874234d) No support for multicolumn plottin...
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12,169
Resample category data with timedelta index
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3
2016-01-28T17:58:27Z
2016-02-10T17:29:34Z
2016-02-10T17:29:34Z
NONE
null
Hi, I get a very strange behavior when i try to resample categorical data with and timedelta index, as compared to a datetime index. ``` pandas >> d1 = pd.DataFrame({'Group_obj': 'A'}, index=pd.date_range('2000-1-1', periods=20, freq='s')) >> d1['Group'] = d1['Group_obj'].astype('category') >> d1 ...
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12,170
DataFrame.to_msgpack unexpectedly defaults to latin-1 encoding
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2016-01-28T19:15:12Z
2016-02-10T16:20:49Z
2016-02-10T16:20:49Z
NONE
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I am using Python 3. I tried saving a DataFrame with Unicode labels using the `.to_msgpack` method. I didn't specify an encoding, because I assumed it would use UTF-8, which is the default encoding for Python in my locale (en_US.UTF-8) as well as just a sensible encoding to use in general. Instead, it tried to encode...
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12,171
CLN: change getargspec -> signature (using from pandas.compat)
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2016-01-28T22:02:05Z
2016-02-17T13:20:15Z
2016-02-17T13:20:15Z
CONTRIBUTOR
null
this eliminates some deprecation warnings ``` pandas/compat/__init__.py: 113 : return inspect.getargspec(f).args # change here pandas/tests/series/test_analytics.py: 4 : from inspect import getargspec 468 : if 'numeric_only' in getargspec(f).args: pandas/util/decorators.py: 278 : fr...
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12,172
Why does Series.plot() not have a kind='scatter' option?
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2
2016-01-29T01:55:18Z
2016-07-11T08:22:19Z
2016-07-11T08:22:19Z
NONE
null
I run into use-cases for this feature often. It seems so simple that it's hard to believe this is purely an oversight. So, why does `Series.plot()` not have a `kind='scatter'` option?
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129,731,598
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12,173
Iterableiterator
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2016-01-29T10:52:53Z
2016-02-06T21:02:48Z
2016-02-06T20:04:13Z
MEMBER
null
If the approach is not overkill, it can be used also in `UTF8Recoder` and `UnicodeReader` from `pandas/common/io.py`. Closes #12153.
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129,762,596
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12,174
concat() on Sparse dataframe returns strange results
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10
2016-01-29T13:13:11Z
2017-03-19T04:43:40Z
2016-01-29T13:46:24Z
NONE
null
I open a stackoverflow question here : http://stackoverflow.com/questions/35083277/pandas-concat-on-sparse-dataframes-a-mystery And someone ask me to open an issue on Github. To summarise, I don't really understand what's going on after a concat of 2 sparse data frame... After such concat, df.density or df.memory_usag...
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129,792,843
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12,175
Add ZIP file decompression and TestCompression.
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36
2016-01-29T15:15:25Z
2016-03-22T16:16:56Z
2016-03-22T14:32:31Z
NONE
null
Closes #11413
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12,176
confusing ImportError message in `__init__.py`
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1
2016-01-29T15:15:58Z
2016-02-27T14:28:05Z
2016-02-27T14:28:05Z
NONE
null
In some cases the error message could be more clear, as discussed here: https://github.com/pydata/pandas/commit/69cab57c9889391a587656ff8c6a7f9b38187bb1#commitcomment-15762471 my example: ``` >>> import pandas Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/marcin/install/lib/py...
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12,177
TST: catch some more warnings
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2016-01-29T15:37:02Z
2017-03-23T13:56:43Z
2017-03-23T13:56:43Z
CONTRIBUTOR
null
[for example on the 3.5 build](https://travis-ci.org/pydata/pandas/jobs/105685173) like to `assert_produces_warning` on these to remove from the test output; these are legit. ``` ./home/travis/build/pydata/pandas/pandas/indexes/base.py:2385: RuntimeWarning: unorderable types: str() < int(), sort order is undefined fo...
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12,178
DEPR: remove some Exception.message usage
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2016-01-29T15:42:09Z
2016-04-18T17:46:27Z
2016-04-18T17:46:27Z
CONTRIBUTOR
null
this is pretty old code, I think you you simply eliminate the try:excepts: here entirey: https://github.com/pydata/pandas/blob/master/pandas/computation/tests/test_eval.py#L52 ``` In [4]: pd.test(raise_warnings='release') Running unit tests for pandas pandas version 0.17.1+289.g0977cb6 numpy version 1.10.2 pandas is i...
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12,179
DOC: reformat install.rst testing section
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2016-01-29T16:20:38Z
2016-01-29T16:39:09Z
2016-01-29T16:39:09Z
CONTRIBUTOR
null
TST: `run.test()` now defaults warnings based on release version
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12,180
Series.str.get_dummies fails if one of the categorical variables is called 'name'
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3
2016-01-29T18:16:15Z
2016-02-01T20:09:16Z
2016-02-01T20:09:16Z
CONTRIBUTOR
null
This works as expected: ``` python >>> s = pd.Series(['Name', 'email|Name|address', 'address|email']) >>> s.str.get_dummies(sep='|') Name address email 0 1 0 0 1 1 1 1 2 0 1 1 ``` However, if any of the categorical variables is named exactly `'name'`, then there's ...
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12,181
Reindexing doesn't work as expected for MultiIndexs
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2
2016-01-29T19:56:31Z
2016-01-30T14:58:28Z
2016-01-30T14:58:10Z
NONE
null
Using `Series.reindex()` does not work when the Series uses a MultiIndex and the desired re-index also uses a MultiIndex. An error message reports that the join is ambiguous, even when it is not. In the following example, I'm setting up some schedule data for individuals who belong to households. Three tables will be...
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129,929,298
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12,182
BUG: _repr_latex is called in jupyter qtconsole
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16
2016-01-30T02:17:56Z
2016-02-10T18:51:40Z
2016-02-10T18:51:40Z
CONTRIBUTOR
null
xref #11778 ![image](https://cloud.githubusercontent.com/assets/1924092/12692982/4ff32128-c6c5-11e5-8ca4-14750f904a8f.png)
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12,183
Please I have serious issue with the CSV, Pandas, Dataframe and JSON, I need someone to assist.
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6
2016-01-30T02:23:37Z
2016-01-30T14:06:04Z
2016-01-30T02:28:43Z
NONE
null
`import pandas as pd import datetime from pandas_datareader import data, wb import csv import json # declaring libraries for the analysis out= open("testfile.csv", "rt") # read the .csv file data = csv.reader(out) data = [[row[0],row[1] + "_" + row[2],row[3] +"_" + row[4], row[5],row[6]] for row in data] #this part i...
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130,001,145
MDExOlB1bGxSZXF1ZXN0NTc3NDI1NDY=
12,184
BUG: read_excel with squeeze=True
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3
2016-01-30T15:47:27Z
2016-02-01T00:25:12Z
2016-01-30T19:22:40Z
CONTRIBUTOR
null
closes #12157
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130,009,580
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12,185
read_csv() restarts index (if not loaded) at every chunk
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0
2016-01-30T16:45:53Z
2016-07-29T00:15:15Z
2016-07-29T00:15:15Z
MEMBER
null
See [this comment](https://github.com/pydata/pandas/pull/12173#discussion_r51347252). Basically we now have ``` In [8]: read_csv(StringIO(u'A,B\n1,2\n3,4')) Out[8]: A B 0 1 2 1 3 4 ``` but ``` In [9]: concat(read_csv(StringIO(u'A,B\n1,2\n3,4'), chunksize=1)) Out[9]: A B 0 1 2 0 3 4 ``` We want the...
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130,024,848
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12,186
pd.read_excel parses rows as int if containing only numbers, even when marked as text or indicated string with e.g. '02
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1
2016-01-30T19:00:24Z
2016-01-30T19:19:08Z
2016-01-30T19:19:08Z
CONTRIBUTOR
null
When loading an excel file with pandas that contains a row with integers that have preceding zeros such as 01, the number is automatically parsed as integer and results as 1. This even happens when the row is formatted as 'text' or the number is entered as '02 (second row). I believe it would be correct if the row was ...
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130,063,386
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12,187
Pandas interpolation enhancement request : specifying the maximum gap to interpolate.
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2016-01-31T02:01:50Z
2021-07-28T11:07:56Z
null
NONE
null
Currently, Pandas interpolation interpolates all gaps, regardless of there size and the limit parameter is used to limit the number of replacement : if there is a gap of 3 values and limit=2, pandas replaces the first 2 values. I have difficulty understanding why someone would want to do interpolation on only a few ...
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12,188
Confusing interpretation of what DataFrame.join does
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2016-01-31T02:25:51Z
2016-05-26T12:54:22Z
2016-05-26T12:54:22Z
CONTRIBUTOR
null
From the docs I see that the difference between .merge and .join is that .join operates using indexes by default, but it also lets you use columns, so I tried to use it for that since it sounds natural when coming from the SQL world. From the [docs](http://pandas.pydata.org/pandas-docs/version/0.17.1/generated/pandas...
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12,189
BUG: Automatic upcast to object fails when unstacking datetime/timedelta with incompatible fill_value
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2016-01-31T04:39:13Z
2020-03-31T05:35:28Z
null
CONTRIBUTOR
null
Converting to object before then unstack works, whereas automatic upcast does not happen. Missing values are replaced with NaT instead of automatically upcasting to object and filling with the requested value. ``` In [44]: td = [Timedelta(days=i) for i in range(4)] In [45]: data = Series(td) In [46]: data.index = Mul...
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12,190
DEPR: deprecate options.display.mpl_style
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2016-01-31T18:59:52Z
2016-02-11T13:04:13Z
2016-02-11T13:04:13Z
CONTRIBUTOR
null
Closes https://github.com/pydata/pandas/issues/11783 Deprecates pd.options.display.mpl_style in favor of matplotlib's style sheets.
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12,191
WIP/ENH: allow categoricals in msgpack
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7
2016-02-01T01:52:37Z
2016-03-09T17:25:23Z
2016-03-09T17:25:23Z
CONTRIBUTOR
null
closes part of #7621 WIP, but wanted to put it up as is, since it probably interacts with #12129 cc: @kawochen this is how I modified the schema - open to suggestions ``` python # normal block {'dtype': dtype, 'data': ExtType(0, <bytes>)} # Categorical block {'dtype': 'categorical', 'data': { 'codes': ...
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12,192
BUG: Handle variables named 'name' in get_dummies, #12180
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1
2016-02-01T04:46:39Z
2016-02-01T20:09:21Z
2016-02-01T20:09:16Z
CONTRIBUTOR
null
closes #12180
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12,193
Improved documentation for DataFrame.join
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9
2016-02-01T16:11:20Z
2016-05-26T12:54:50Z
2016-05-26T12:54:22Z
CONTRIBUTOR
null
closes #12188 I modified the description in DataFrame.join to make clear the difference with DataFrame.merge, also added examples.
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12,194
CLN FloatArrayFormatter
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7
2016-02-01T16:14:44Z
2016-02-22T11:07:11Z
2016-02-13T15:18:24Z
CONTRIBUTOR
null
I'm working on #12164 This is a work in progress.
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12,195
BUG: concat of tz series with NaT
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0
2016-02-01T18:58:36Z
2016-02-01T21:38:25Z
2016-02-01T21:38:25Z
CONTRIBUTOR
null
closes #11693 xref #11736
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12,196
BUG: numpy master quantile interpolation method
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2016-02-01T19:56:57Z
2016-02-01T21:20:39Z
2016-02-01T21:20:39Z
CONTRIBUTOR
null
https://github.com/numpy/numpy/issues/7163
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12,197
TST: work around numpy https://github.com/numpy/numpy/issues/7163
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2016-02-01T20:49:10Z
2016-02-01T21:20:40Z
2016-02-01T21:20:40Z
CONTRIBUTOR
null
closes #12196 xref https://github.com/numpy/numpy/issues/7163
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12,198
Add ability to specify AWS s3 host through AWS_S3_HOST environment variable
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2016-02-01T20:49:46Z
2016-02-02T15:53:18Z
2016-02-02T15:52:52Z
CONTRIBUTOR
null
The AWS s3 host used by read_csv currently defaults to s3.amazonaws.com and there is currently no way to change this. This pull requests adds functionality where the code checks the AWS_S3_HOST environment variable for a user-specified host and defaults back to the current s3.amazonaws.com host. This is a simple code...
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fftpack.rfft overwrites data when input is a pandas series
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2016-02-01T21:39:18Z
2016-02-01T23:58:45Z
2016-02-01T23:58:45Z
NONE
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Reproduce: ``` python import pandas as pd import numpy as np from scipy import fftpack x = np.array([1.,2.,3.,4.,5.]) xs = pd.Series(x) print x tmp = fftpack.rfft(x) print x print x tmp = fftpack.rfft(xs) print x """ output: [ 1. 2. 3. 4. 5.] [ 1. 2. 3. 4. 5.] [ 1. 2. 3. 4. 5.] [ 15. -2.5 ...
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read_sql ignore type
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3
2016-02-02T01:09:41Z
2016-06-24T14:32:55Z
2016-06-24T14:31:23Z
NONE
null
Is it possible to ignore or prevent automatic typing when executing a sql command and populating a data frame? I have NA's in certain columns and those columns are converted to float64 (when they should be int64 with some NAs) and when written out (using to_csv) leave decimal points which does not make sense for that c...
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https://api.github.com/repos/pandas-dev/pandas/issues/12201
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130,587,453
MDU6SXNzdWUxMzA1ODc0NTM=
12,201
Reiindex_axis with copy=False return new object when expecting to change it inplace
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1
2016-02-02T06:19:57Z
2016-02-02T17:18:14Z
2016-02-02T17:18:04Z
NONE
null
I thought that `reindex_axis` with argument `copy=False` should change it inplace. From [docs](http://pandas.pydata.org/pandas-docs/version/0.17.0/generated/pandas.DataFrame.reindex_axis.html): > **copy** : _boolean_, _default True_ > Return a new object, even if the passed indexes are the same However: ``` df...
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https://api.github.com/repos/pandas-dev/pandas/issues/12202
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130,633,756
MDU6SXNzdWUxMzA2MzM3NTY=
12,202
Resampling converts int to float, but only in group by
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1
2016-02-02T10:02:05Z
2016-02-12T20:40:12Z
2016-02-12T20:40:12Z
NONE
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``` python import pandas as pd import numpy as np df = pd.DataFrame({'date': pd.date_range(start='2016-01-01', periods=4, freq='W'), 'group': [1, 1, 2, 2], 'val': [5, 6, 7, 8]}) df['val'] = df['val'].astype(np.int32) df.set_index('date', inplace=True) df['val'].dtype #[out] dtype('int32'...
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130,682,653
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12,203
io.read_csv: ValueError due to long lines
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6
2016-02-02T13:24:59Z
2016-03-20T15:10:03Z
2016-03-20T15:10:03Z
CONTRIBUTOR
null
I try to read a csv file were some lines are longer than the rest. Pandas `C engine` throws an error with these lines. But I do not was to skip these as discussed in [ a comment on a similar issue](https://github.com/pydata/pandas/issues/2886#issuecomment-30425534). I prefer to "cut" the "bad columns" off using usec...
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