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3,801
doc build chokes on groupby filter examples
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1
2013-06-07T22:31:06Z
2013-06-07T23:46:04Z
2013-06-07T23:46:04Z
MEMBER
null
cc @danielballan
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3,802
DOC: add link to tips data set in rplot docs
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2013-06-07T22:37:27Z
2014-07-12T13:44:53Z
2013-06-08T14:30:35Z
MEMBER
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closes #3799.
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BLD: Add useful shortcuts to Makefile
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2013-06-07T23:05:25Z
2014-07-16T08:12:32Z
2013-06-18T22:30:01Z
CONTRIBUTOR
null
Add some shortcuts to make it easier to develop with pandas. now there's a set of commands in the `Makefile` in the top-level pandas directory with the following functionality - `make clean` will delete the `build` and `dist` directories + all `*.pyc` and `*.so` files - `make clean_pyc` just removes `*.pyc` files - `m...
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ENH: add ujson support in pandas.io.json
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2014-06-13T20:06:58Z
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CONTRIBUTOR
null
This is @wesm PR #3583 with this: It builds now, and passes travis on py2 and py3, had 2 issues: - clean was erasing the *.c files from ujson - the module import didn't work because it was using the original init function Converted to new io API: `to_json` / `read_json` Docs added
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3,805
Allow aggregate funcs to return arrays in groupby
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2013-06-07T23:53:53Z
2014-06-17T05:35:45Z
2013-10-12T01:30:47Z
CONTRIBUTOR
null
fixes #3788 Please check out whether you like the error message for `Performance Warning`. Also, I'm not sure whether this means that groupby fails under certain conditions and not others (like when trying Cython, etc.).
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3,806
Alter imports in pandas/__init__.py to be explicit
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2013-06-08T01:51:13Z
2013-07-11T05:21:11Z
2013-06-10T03:05:15Z
CONTRIBUTOR
null
Also adds an `__all__` to all the api files as well as a test case that checks that everything in the api files ends up in the toplevel pandas namespace. I personally find it hard to trace back the top level pandas functions because of the `from xyz import *` calls. I changed everything to be explicit. I think it's bet...
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3,807
minor doc issue: prevent ipython history cache warning in examples
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2013-06-08T04:31:15Z
2013-06-08T14:30:15Z
2013-06-08T14:30:15Z
MEMBER
null
http://pandas.pydata.org/pandas-docs/dev/timeseries.html#period
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CLN: refactored url accessing and filepath conversion from urls to io.common
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DOC: turn off the ipython cache
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2013-06-08T13:22:39Z
2014-07-16T08:12:40Z
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MEMBER
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Also clean up some unused import there closes #3807.
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3,810
Feature Request: Dynamic Time Warping
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2013-06-08T15:45:24Z
2013-07-10T13:42:03Z
2013-07-10T13:42:03Z
CONTRIBUTOR
null
R has a toolbox for it http://dtw.r-forge.r-project.org/ mlpy has something on these lines as well, though not as complete. Since Pandas has a lot of timeseries stuff, adding DTW might be good. Or if not adding afresh, integrating with R or mlpy package maybe, or simply using rpy2 interface within Pandas and expand t...
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3,811
refactor io "read"-type functions into a single function
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8
2013-06-08T19:21:31Z
2013-07-26T23:49:32Z
2013-07-26T23:44:15Z
MEMBER
null
there's a few of these floating around basically to dispatch on different kinds of possibly ambiguous string/filename/url input. would be nice if there was something in `common` or `util` that just does what you want. this may be overly optimistic...
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15,310,217
MDExOlB1bGxSZXF1ZXN0NjIwNTY0MA==
3,812
correct FRED test (GDP changed ...)
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2013-06-08T20:54:58Z
2014-07-16T08:12:41Z
2013-06-08T21:48:41Z
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3,813
remove unused import in test_yahoo
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2013-06-08T21:39:58Z
2014-07-16T08:12:42Z
2013-06-08T22:49:11Z
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3,814
Implement historical finance data from Google Finance
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2013-06-08T23:31:54Z
2014-06-17T08:58:27Z
2013-06-10T02:23:17Z
CONTRIBUTOR
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3,815
DOC/BLD: Fix a bunch of doc build warnings that weren't being previously caught
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2013-06-08T23:51:07Z
2014-07-06T07:55:09Z
2013-06-09T01:56:17Z
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3,816
Tag yahoo data tests as @network only
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2013-06-09T00:21:06Z
2014-07-16T08:12:50Z
2013-06-10T02:25:21Z
CONTRIBUTOR
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15,312,682
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3,817
backwards compatible refactoring of io/data options functionality
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2013-06-09T00:30:24Z
2014-04-06T15:14:01Z
2013-06-22T19:03:38Z
CONTRIBUTOR
null
I would like to propose an interface breaking refactoring to io/data options. Here are the proposed major changes: - replace month/year with datetime parameter (the current implementation does not support weekly options) - add a call to list available expirations (I'm unsure how that is supported with Yahoo Finance da...
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3,818
ENH: Add unit keyword to Timestamp and to_datetime
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2013-06-09T03:41:50Z
2014-06-18T08:55:58Z
2013-06-13T19:12:08Z
CONTRIBUTOR
null
to enable passing of integers or floats that are in an epoch unit of s, ms, us, ns (e.g. unix timestamps or epoch s, with fracional seconds allowed) closes #3540 ``` In [5]: pd.to_datetime(Series([ 1370745748 + t for t in range(5) ]),unit='s') Out[5]: 0 2013-06-09 02:42:28 1 2013-06-09 02:42:29 2 2013-06-0...
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3,819
BUG: Determine cause of floating point exception with accelerated __mod__
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2013-06-09T04:38:21Z
2014-05-14T03:59:39Z
2013-06-18T06:35:31Z
CONTRIBUTOR
null
For some reason, using numexpr with `%` and zeros causes floating point exceptions. I.e., in [this Travis CI test](https://travis-ci.org/jtratner/pandas/jobs/7917801) you can see the mysterious floating point exception occur: ``` bash #snippet from nosetests ........................................................S......
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3,820
Option for crosstab/pivot_table to include empty columns
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2013-06-09T10:55:22Z
2013-07-10T13:20:05Z
2013-07-10T13:20:05Z
CONTRIBUTOR
null
I don't think you can do this easily atm. _crosstab is just a [convenience for pivot_table]((https://github.com/pydata/pandas/blob/master/pandas/tools/pivot.py#L218)..._ http://stackoverflow.com/questions/17003034/missing-data-in-pandas-crosstab ``` a = np.array(['foo', 'foo', 'foo', 'bar', 'bar', 'foo', 'foo'], dtyp...
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3,821
FIX py3ing some print statements
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2013-06-09T14:18:36Z
2014-07-16T08:12:55Z
2013-06-21T10:22:58Z
CONTRIBUTOR
null
I just grepped where there was python 2 print statement. There are still some in vbench/scripts/ez_setup and sphinxext/src (as well as in the rst docs), but these are all all from the main codebase. ``` grep "print [^(]" . -r ``` I don't know how to deal with the `print >>buf, empty` etc. (or whether we need to, ~~I'...
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15,322,890
MDExOlB1bGxSZXF1ZXN0NjIwOTYxNQ==
3,822
Change Finance Options signatures and deprecate year/month parameters
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42
2013-06-09T17:17:44Z
2014-06-15T12:00:55Z
2013-06-22T19:02:18Z
CONTRIBUTOR
null
#3817
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3,823
ENH: DataFrame.corr(method='spearman') is cythonized.
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2013-06-09T18:47:50Z
2014-06-20T06:53:44Z
2013-06-17T13:29:07Z
CONTRIBUTOR
null
It should be more than 10 times faster than the old version.
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3,824
CLN: conform read_clipboard / to_clipboard to new io standards
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2013-06-09T23:15:25Z
2014-07-16T08:13:04Z
2013-06-09T23:41:23Z
CONTRIBUTOR
null
removed to io.clipboard (from io.parsers)
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3,825
In search of a pandas logo...
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2013-06-10T00:21:25Z
2018-06-08T04:19:36Z
2018-06-08T04:19:35Z
MEMBER
null
complete [bikeshedding](https://en.wikipedia.org/wiki/Parkinson's_law_of_triviality), but...might be nice, any ideas? i was thinking one of the plots shown on the main website might work.
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https://api.github.com/repos/pandas-dev/pandas/issues/3826
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3,826
DOC: speedup io.rst doc build
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1
2013-06-10T00:34:59Z
2013-06-27T15:39:34Z
2013-06-11T11:50:08Z
MEMBER
null
@jreback can u check this out and see if the speedup is acceptable?
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3,827
CLN: remove relative imports
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3,828
Add msgpack as submodule for pandas
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3
2013-06-10T02:38:03Z
2014-07-13T14:07:50Z
2013-09-22T16:27:29Z
MEMBER
null
Let's get the ball rolling on better high perf serialization. Note this is based on the 0.3.0 release of msgpack-python, should be updated whenever another stable release of the library is made.
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3,829
df.ix method changed results between 0.10.1 to 0.11.0
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4
2013-06-10T11:19:05Z
2013-06-11T01:49:43Z
2013-06-11T01:48:45Z
NONE
null
I have a big DataFrame where i want to to overwrite values in a given column if the values in another column is not in a list. Value to be overwritten is from the checked column. The following code gives the expected results in 0.10.1, but gives unexpected results in 0.11.0 using numpy 1.7.1 code: # df contains the...
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https://api.github.com/repos/pandas-dev/pandas/issues/3830
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15,345,918
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3,830
Bug in Panel Indexing
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4
2013-06-10T13:12:36Z
2013-08-07T20:20:41Z
2013-08-07T20:20:41Z
CONTRIBUTOR
null
related to #3777 It seems that assigning a DataFrame to a Panel slice doesn't work correctly. Unless I'm mistaken the below test code should work: ``` python a = np.zeros((2,4,5)) panel = pd.Panel(a, items=['a1','a2']) df = pd.DataFrame(a[0,:,:]) np.testing.assert_equal(panel.loc['a1'].values, df.values) np.testing....
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3,831
ENH: support for msgpack serialization/deserialization
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26
2013-06-10T14:10:57Z
2014-06-24T20:07:18Z
2013-10-01T13:54:09Z
CONTRIBUTOR
null
extension of #3828 ToDo - [x] remove use of `pytest` in test_msgpack - [ ] PERF! ``` msgpack serialization/deserialization support all pandas objects: Timestamp,Period,all index types,Series,DataFrame,Panel,Sparse suite docs included (in io.rst) iterator support top-level api support compression and direct calls to...
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3,832
ENH: add compression / direct calls to inline-msgpack
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2
2013-06-10T14:14:36Z
2016-06-06T15:08:14Z
2016-06-06T15:08:14Z
CONTRIBUTOR
null
link to #3831 - compression is actually enabled (via blosc/zlib), pass `compress='blosc'`, but need to pass this on packing AND unpacking, so defering this to 0.12 - maybe should make `blosc` an included library as well (as `blosc` vastly outperforms `zlib`) - direct calls to inline `msgpack` interface to increase ...
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https://api.github.com/repos/pandas-dev/pandas/issues/3833
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15,350,908
MDU6SXNzdWUxNTM1MDkwOA==
3,833
UnboundLocalError in _concat_single_item()
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2013-06-10T14:46:15Z
2013-06-13T11:50:01Z
2013-06-12T14:47:58Z
NONE
null
The exception handling code in _get_concatenated_data() relies on the exception not being generated in self._prepare_blocks() and can generate an exception with this non-informative error message: ``` Traceback (most recent call last): File "<pyshell#5>", line 12, in <module> df = pd.concat([activedf,closeddf]) ...
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15,351,290
MDU6SXNzdWUxNTM1MTI5MA==
3,834
DataFrame.hist does not accept figsize kwarg
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2
2013-06-10T14:52:55Z
2016-10-12T23:03:52Z
2013-06-12T19:41:01Z
NONE
null
Unlike `DataFrame.plot` the `hist` method does not recognize the `figsize` kwarg: ``` AttributeError: Unknown property figsize ``` It would be extremely helpful for `hist` to be easily resizable, as the default layout for a column-wise set of histograms is rarely readable for even a moderate number of columns.
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MDU6SXNzdWUxNTM1NTAzMQ==
3,835
ENH: provide keyword to groupby to reindex by all possible indicies for a multi-index
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5
2013-06-10T16:00:50Z
2015-01-26T01:08:20Z
2015-01-26T01:08:20Z
CONTRIBUTOR
null
http://stackoverflow.com/questions/17027470/pandas-groupby-and-multiindex not sure how useful this is....but say we provide `dropna=True` (which is the current behavior), but if `dropna=False` then can reindex by all the combinations of each index level as a reindexer...
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15,356,080
MDU6SXNzdWUxNTM1NjA4MA==
3,836
Strange results when slicing objects using ix
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2
2013-06-10T16:21:32Z
2013-06-10T19:13:29Z
2013-06-10T19:13:29Z
CONTRIBUTOR
null
Here's a weird one [from SO](http://stackoverflow.com/questions/17020763/pandas-0-10-1-to-0-11-0-is-method/). Bug in 0.11.0 (fixed in dev). ``` accurate_ICB = ['SA EQUITY CFD', 'SA EQUITY', 'SA SSF'] data = {'Classification': ['SA EQUITY CFD', 'bbb', 'SA EQUITY', 'SA SSF', 'aaa'], 'Random': [1,2,3,4,5], 'X': [...
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15,357,764
MDU6SXNzdWUxNTM1Nzc2NA==
3,837
to_clipboard() required xsel to be installed in Linux
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8
2013-06-10T16:59:14Z
2013-06-12T14:14:34Z
2013-06-12T14:14:34Z
CONTRIBUTOR
null
Must be mentioned somewhere, or atleast the message should be more helpful. I saw the Popen failing and installed xsel and it worked. The last error line was ``` OSError: [Errno 2] No such file or directory ```
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15,358,003
MDU6SXNzdWUxNTM1ODAwMw==
3,838
read_clipboard() on master failing and not giving helpful message
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7
2013-06-10T17:04:32Z
2013-06-10T17:33:33Z
2013-06-10T17:33:33Z
CONTRIBUTOR
null
The end user might need to know a better error. Strangely it worked for me once. I tried many times again after copying to clipboard the same thing and it didn't work. ``` In [34]: pd.read_clipboard() --------------------------------------------------------------------------- NameError ...
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https://api.github.com/repos/pandas-dev/pandas/issues/3839
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15,363,520
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3,839
TST regression tests for GH3836
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2013-06-10T19:13:04Z
2014-06-26T11:27:24Z
2013-06-10T19:13:17Z
CONTRIBUTOR
null
cc #3836 Added test for example from OP (which is not working in 0.11 but is fixed in master).
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15,363,632
MDExOlB1bGxSZXF1ZXN0NjIyODM4OA==
3,840
BUG: fix Series.interpolate() corner cases, close #3674
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2013-06-10T19:15:24Z
2014-07-16T08:13:15Z
2013-06-13T18:42:47Z
CONTRIBUTOR
null
closes #3674
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15,367,526
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3,841
BUG: GH3611 fix again, float na_values were not stringified correctly
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2013-06-10T20:40:22Z
2014-07-07T04:45:28Z
2013-06-11T17:43:23Z
CONTRIBUTOR
null
now, 999.0 (a float) will have: ['999','999.0'] added for matching, as well as matching a float value of 999.0 in a float column closes #3611 again!
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3,842
ENH: add figsize argument to DataFrame and Series hist methods
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8
2013-06-10T21:24:08Z
2014-06-20T00:43:51Z
2013-06-12T19:41:01Z
MEMBER
null
closes #3834
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15,377,372
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3,843
Multiindexing slicing of dates
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9
2013-06-11T01:48:55Z
2018-07-06T22:00:12Z
2018-07-06T22:00:12Z
CONTRIBUTOR
null
Should I be able to [slice like](http://pandas.pydata.org/pandas-docs/dev/indexing.html#advanced-indexing-with-hierarchical-index) follows: ``` In [1]: df Out[1]: report_date item_id views category 0 2013-06-01 00:00:00 2 3 a 1 2013-06-01 00:00:00 2 2 b 2 2013-06-01 00...
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3,844
passing np.std to resample does not actually call the numpy function
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15
2013-06-11T03:47:13Z
2014-01-19T00:47:05Z
2013-06-11T14:15:58Z
NONE
null
``` Hi, Again the std issue When I call numpy.std outside pandas I get the population std where as if I call inside it gives me sample std. How can I ask pandas to allow np.std to behave as it originally does? wit best regards, Sudheer In [13]: ts[53153:53155] Out[13]: 2007-09-15 15:30:00 30.1 2007-09-15 15:40:00 31.6...
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Io to clipboard
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7
2013-06-11T05:21:44Z
2014-07-16T08:13:23Z
2013-06-13T18:42:30Z
CONTRIBUTOR
null
Added documentation for to_clipboard(). Closes #3784
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3,846
Fixing get_data_yahoo/google pause and retry
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2013-06-11T06:41:47Z
2014-07-14T05:25:17Z
2013-06-29T18:46:08Z
NONE
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Provide pause and retry_count to _get_hist_yahoo/google when single value given for symbols. Now pause option works, as described in docs.
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core\common.py\mask_missing handles arr=[nan,...,nan] poorly
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2013-06-11T06:56:40Z
2013-06-11T09:08:04Z
2013-06-11T09:08:04Z
NONE
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_Edit_ Looks like this is probably solved in 0.11; currently on 0.10, but upgrading. _Edit_ Apologies in advance if this is known, fixed, etc.--I am new to pandas/python/Git (trifecta...). mask_missing appears to handle an all-NaN array (arr=[nan,...,nan]) poorly (discovered while trying to do a .replace()). The pro...
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3,848
ENH use pyperclip for read and to_clipboard
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2013-06-11T10:33:11Z
2014-07-16T08:13:24Z
2013-06-13T18:41:39Z
CONTRIBUTOR
null
Use [pyperclip](http://coffeeghost.net/src/pyperclip.py) to manage copy and pasting. Fixes #3837, also cc #3845.
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3,849
BUG: resample in single group case not using how passed function
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2013-06-11T14:23:16Z
2013-09-25T12:31:36Z
2013-09-25T12:31:36Z
CONTRIBUTOR
null
``` In [34]: s = Series([30.1,31.6],index=[Timestamp('20070915 15:30:00'),Timestamp('20070915 15:40:00')]) In [35]: s Out[35]: 2007-09-15 15:30:00 30.1 2007-09-15 15:40:00 31.6 dtype: float64 In [36]: s.resample('D',how=lambda x: np.std(x)) Out[36]: 2007-09-15 NaN Freq: D, dtype: float64 In [37]: s.groupby...
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15,402,837
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3,850
DOC: make isin section in indexing.rst more prominent, maybe add to 10min.rst
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2013-06-11T14:51:47Z
2014-05-28T13:30:23Z
2014-05-28T13:30:23Z
CONTRIBUTOR
null
seems lots of questions in regards to this simple, but very useful function http://stackoverflow.com/questions/17046823/filter-pandas-dataframe-with-another-series http://stackoverflow.com/questions/17223362/the-python-version-of-rs-in-function
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CParserError: Error tokenizing data, when using pd.read_csv()
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2013-06-11T15:44:15Z
2020-02-22T14:52:37Z
2013-06-11T17:17:25Z
NONE
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Pandas version : '0.11.0' NumPy version: '1.7.1' Replication of Error: ``` import pandas pandas.read_csv('http://www.netfonds.no/quotes/tradedump.php?date=20130611&paper=AAPL.A&csv_format=csv') ``` Error Message: ``` --------------------------------------------------------------------------- CParserError ...
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3,852
RPT/BUG: yahoo retrieve failure error message is uninformative
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2013-06-11T18:57:05Z
2013-06-24T22:19:17Z
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CONTRIBUTOR
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https://www.travis-ci.org/pydata/pandas/jobs/7992099
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DOC: Clarify quote behavior parameters
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2013-06-11T19:50:17Z
2013-06-26T14:53:25Z
2013-06-26T14:49:49Z
CONTRIBUTOR
null
I've been bit many times recently by mal-formed CSV. Non-closing quotes across lines. This clarifies how to avoid the problem a bit.
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3,854
DOC: Nothing in docs about io.data
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2013-06-11T21:12:45Z
2014-02-18T19:06:18Z
2014-02-18T19:06:18Z
CONTRIBUTOR
null
There's nothing on the docs about these guys: ``` from pandas.io import data data.get_components_yahoo data.get_data_fred data.get_data_yahoo data.get_quote_yahoo data.get_data_famafrench data.get_data_google data.get_quote_google ```
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TST: Fix missing import in io/tests/test_json
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2013-06-11T22:55:48Z
2014-06-27T11:37:18Z
2013-06-12T00:54:34Z
CONTRIBUTOR
null
Nose import is missing. If you get to the error at the last line, it throws an error because nose is never imported.
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3,856
ENH Prefer requests over urllib2
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2013-06-11T23:07:52Z
2014-06-24T19:26:04Z
2013-08-26T00:09:30Z
CONTRIBUTOR
null
At the moment we use urllib2 for http requests, this branch prefers to use requests if it's installed. For one thing it means you can read gzipped json, which is more difficult in urllib2: ``` url = 'https://api.stackexchange.com/2.1/search?page=1&pagesize=10&order=desc&sort=activity&tagged=pandas&site=stackoverflow' ...
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ci/after_script.sh missing?
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2013-06-12T01:16:19Z
2013-06-12T19:37:29Z
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CONTRIBUTOR
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https://travis-ci.org/gliptak/pandas/jobs/8002655 $ ci/print_versions.py $ ci/after_script.sh /home/travis/build.sh: line 208: ci/after_script.sh: No such file or directory Done. Your build exited with 1.
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TST slicing regression test
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2013-06-12T02:26:18Z
2014-06-23T10:54:37Z
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CONTRIBUTOR
null
From http://stackoverflow.com/questions/17056560/how-do-i-assign-a-vector-to-a-subset-of-rows-of-a-column-in-a-pandas-dataframe fixed in #3668 ?
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DOC add to_datetime to api.rst
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2014-06-16T20:26:09Z
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CONTRIBUTOR
null
Either I'm being thick or `to_datetime` isn't in the docs (does adding it like this add it?) Should also put something in basics...?
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Add colormap= argument to DataFrame plotting methods
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2013-06-12T06:57:17Z
2014-06-18T19:57:31Z
2013-06-27T02:56:30Z
CONTRIBUTOR
null
I frequently plot DataFrames with a large number of columns and generally have difficulty distinguishing series due to the short cycle length of the default color scheme. Especially in cases where the ordering of columns has significant information, the ideal way to color the series would be with a matplotlib colormap...
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Setup.py should define setup_requires=
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2013-06-12T10:22:25Z
2013-12-04T00:56:41Z
2013-06-18T23:29:04Z
CONTRIBUTOR
null
We have trouble combining pandas with <a href="http://buildout.org">buildout</a>. It looks like pandas depends on numpy during the setup phase, but it doesn't it declare the `setup_requires` (<a href="http://pythonhosted.org/distribute/setuptools.html">ref</a>) directive in setup.py. Any reason why this feature remains...
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corner case when initializing Series from scalar
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2013-06-12T13:39:21Z
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CONTRIBUTOR
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``` python In [1]: import pandas as pd In [2]: pd.__version__ Out[2]: '0.11.1.dev-45d298d' In [3]: pd.Series(10) Out[3]: 10 ``` Ok, when setting index explicitly ``` In [4]: pd.Series(10, index=[0]) Out[4]: 0 10 dtype: int64 ```
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Timestamp.min and .max return a Python datetime object that is not a valid Timestamp
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CONTRIBUTOR
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``` import pandas as pd pd.Timestamp(pd.Timestamp.min) ``` Throws: ValueError: Out of bounds nanosecond timestamp: 1-01-01 00:00:00 Pandas version: 0.11.1_dev Numpy version: 1.7.1 The the min and max methods on the Timestamp class return simple Python datetime objects, but more importantly they do not adhere to the...
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CLN: avoid Unboundlocal error in tools/merge/_get_concatenated_data (GH3833)
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2013-06-12T14:22:18Z
2014-06-18T11:00:34Z
2013-06-12T14:47:58Z
CONTRIBUTOR
null
closes #3833
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15,453,336
MDU6SXNzdWUxNTQ1MzMzNg==
3,865
ImportError: No module named lxml.html with 2.6 build?
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4
2013-06-12T14:24:44Z
2013-06-12T21:47:09Z
2013-06-12T21:47:09Z
CONTRIBUTOR
null
https://travis-ci.org/gliptak/pandas/jobs/8002651 # ERROR: test_options_warnings (pandas.io.tests.test_yahoo.TestYahoo) --- Traceback (most recent call last): File "/home/travis/virtualenv/python2.6_with_system_site_packages/lib/python2.6/site-packages/pandas-0.11.1.dev_e23f225-py2.6-linux-x86_64.egg/pandas/io/tes...
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https://api.github.com/repos/pandas-dev/pandas/issues/3866
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15,459,982
MDU6SXNzdWUxNTQ1OTk4Mg==
3,866
BUG: Unexpected behaviour when reading large text files with mixed datatypes
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4
2013-06-12T16:26:25Z
2013-09-29T19:28:09Z
2013-09-29T19:28:09Z
NONE
null
read_csv gives unexpected behaviour with large files if a column contains both strings and integers. eg ``` python >>> df=DataFrame({'colA':range(500000-1)+['apple', 'pear']+range(500000-1)}) len(set(df.colA)) 500001 >>> df.to_csv('testpandas2.txt') >>> df2=read_csv('testpandas2.txt') >>> len(set(df2.colA)) 762143 ...
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https://api.github.com/repos/pandas-dev/pandas/issues/3867
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15,465,735
MDU6SXNzdWUxNTQ2NTczNQ==
3,867
json round trip exception
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13
2013-06-12T18:23:36Z
2013-06-13T18:05:22Z
2013-06-13T18:05:22Z
CONTRIBUTOR
null
[This csv](https://raw.github.com/hayd/lahman2012/master/csvs/Teams.csv) (from the baseball database) reads ok to a DataFrame, pastes ok to a json. ``` In [6]: df = pd.read_csv('https://raw.github.com/hayd/lahman2012/master/csvs/Teams.csv') In [7]: s = df.to_json() In [8]: pd.read_json(s) ---------------------------...
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https://api.github.com/repos/pandas-dev/pandas/issues/3868
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15,466,125
MDExOlB1bGxSZXF1ZXN0NjI3OTkxOQ==
3,868
BLD: remove after_script.sh from travis since it does not exist anymore
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0
2013-06-12T18:31:16Z
2014-07-16T08:13:41Z
2013-06-12T19:37:29Z
MEMBER
null
closes #3857
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15,467,834
MDU6SXNzdWUxNTQ2NzgzNA==
3,869
BUG: Key Error: range exception when printing DataFrame
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9
2013-06-12T19:04:13Z
2013-09-05T02:43:34Z
2013-09-05T02:18:00Z
NONE
null
Here's a reprodu ``` df = pd.DataFrame({ 'A' : ['foo',"~:{range}:0"], 'B' : ['bar','bah'] }) df A B 0 foo bar 1 ~:{range}:0 bah df.set_index(['A']).info() *** KeyError: 'range' ``` in core/index.py, check if `head/tail` is not already an instance of a str ``` def summary(self, name=N...
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15,469,141
MDU6SXNzdWUxNTQ2OTE0MQ==
3,870
DataFrame.resample has a bug that produces NaN with some specific indices.
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2
2013-06-12T19:26:01Z
2013-10-02T21:04:46Z
2013-09-22T17:04:18Z
NONE
null
might be related to #3849 This bug can be reproduced with 0.11.1.dev-0538c43 and 0.11.0. The following code should keep the values on 2012-09-12, 2012-09-19, and 2012-09-26 and insert NaN between these dates. However, the values of all rows between 2012-09-12 to 2012-09-26 are NaN. ``` python import pandas as pd pd....
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15,472,203
MDU6SXNzdWUxNTQ3MjIwMw==
3,871
DOC: Timings/space of datatypes in the docs
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13
2013-06-12T20:29:41Z
2015-03-06T00:42:13Z
null
CONTRIBUTOR
null
Would it be useful to have a section in the docs discussing: - how much space pandas objects take up (vaguely how many rows \* columns equates to size space, if I have an xGb csv how big will it be in pandas/HDF5/etc.). - how quick are some standard operations are likely to be (e.g. read_csv in/merge/join/etc. vs data ...
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15,473,659
MDU6SXNzdWUxNTQ3MzY1OQ==
3,872
build fails with clang, python3 and numpy 1.7.1 and higher
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16
2013-06-12T20:56:48Z
2013-06-17T20:43:23Z
2013-06-17T20:22:51Z
CONTRIBUTOR
null
The build succeeds if I change void initObjToJSON(void) to int initObjToJSON(void) in objToJSON.c, but I don't know if there are repercussions. I haven't tested with numpy 1.7 and lower. --- $ git log commit 51cc9d9d21554701f70ef24392bd78a3da189335 ... $ python3 -c "import numpy;print(numpy.**version**)" 1.7.1 (also...
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15,474,702
MDU6SXNzdWUxNTQ3NDcwMg==
3,873
itertuples() fails after selecting a column twice
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1
2013-06-12T21:17:03Z
2013-06-13T12:22:47Z
2013-06-13T12:22:47Z
NONE
null
The following code gives incorrect result (using pandas 0.11): ``` python import pandas df = pandas.DataFrame(data={"a": [1, 2, 3], "b": [4, 5, 6]}) print df[["a", "a"]].values # works print list(df[["a", "a"]].itertuples()) # FAILS! ``` The last lines prints [(0, 'a', 'a'), (1, 'a', 'a')] instead of [(0, 1, 1), (1, ...
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https://api.github.com/repos/pandas-dev/pandas/issues/3874
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15,481,246
MDExOlB1bGxSZXF1ZXN0NjI4ODEwMw==
3,874
FIX: change initObjToJSON return type
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2
2013-06-13T00:09:07Z
2014-06-19T22:24:06Z
2013-06-15T12:26:49Z
MEMBER
null
This is necessary because clang complains about the return type. There's a call to the macro import_array() which injects a return statement into wherever it's used. closes #3872.
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MDU6SXNzdWUxNTQ4Mjc4Mw==
3,875
unicode encode error on index joins
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17
2013-06-13T00:52:37Z
2013-06-15T00:14:09Z
2013-06-15T00:14:09Z
MEMBER
null
The following throws a `UnicodeDecodeError`. ``` In [8]: df = mkdf(10, 10, data_gen_f=lambda r,c:randn(), r_idx_type='dt', c_idx_type='u') In [9]: s = Series(randn(5,), df.index[:5]) In [10]: s.index.join(df.columns, how='outer').join(s.index) ```
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ENH: JSON
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2013-06-13T02:53:57Z
2014-06-19T05:28:21Z
2013-06-13T19:14:10Z
CONTRIBUTOR
null
revised argument structure for `read_json` to control dtype conversions, which are all on by default: - `convert_axes` : if you for some reason want to turn off dtype conversion on the axes (only really necessary if you have string-like numbers) - `dtype` : now accepts a dict of name -> dtype for specific conversions, ...
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3,877
unexpected join behavior for datetime indexes with integers
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2013-06-13T03:57:48Z
2013-06-13T17:44:38Z
2013-06-13T17:44:37Z
MEMBER
null
I can't tell if this is bug or not. I think object indices should stay as object indices if they are originally mixed, but currently an index join converts something date-ish to dates... ``` In [9]: df = mkdf(10, 10, data_gen_f=lambda*args:randn(), r_idx_type='i', c_idx_type='dt') In [10]: df.columns.join(df.index, h...
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ENH: do not convert mixed-integer type indexes to datetimeindex
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2013-06-13T04:35:16Z
2014-07-03T18:56:41Z
2013-06-13T17:44:38Z
MEMBER
null
closes #3877.
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3,879
BUG: allow itertuples to work with frames with duplicate column names
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2013-06-13T05:48:29Z
2014-06-26T11:26:17Z
2013-06-13T12:22:47Z
MEMBER
null
closes #3873.
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15,491,820
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3,880
DataFrame.loc[] loses index name
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2013-06-13T07:28:08Z
2013-06-13T19:46:37Z
2013-06-13T19:46:37Z
NONE
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``` In [1]: from pandas import DataFrame In [2]: x = DataFrame([[1, 1], [1, 1]]) In [3]: x.index.name = 'index_name' In [4]: x.iloc[[0, 1]].index.name Out[4]: 'index_name' In [5]: x.loc[[0, 1]].index.name In [6]: x.loc[[0, 1]].index.name is None Out[6]: True ```
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3,881
API: Groupby using a TimeGrouper missing methods
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2013-06-13T10:37:25Z
2014-02-14T03:24:56Z
2014-02-14T03:24:56Z
CONTRIBUTOR
null
Groupbys from TGs seem to have some useful functionality suppressed/hidden (?) ``` import datetime as DT df = pd.DataFrame({ 'Branch' : 'A A A A A B'.split(), 'Buyer': 'Carl Mark Carl Joe Joe Carl'.split(), 'Quantity': [1,3,5,8,9,3], 'Date' : [ DT.datetime(2013,1,1,13,0), DT.datetime(2013,1,1,13,5), DT.datetime(2013,...
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3,882
Hashable DataFrames
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2013-06-13T11:27:13Z
2013-06-13T18:49:52Z
2013-06-13T18:49:52Z
CONTRIBUTOR
null
See this [SO answer](http://stackoverflow.com/a/15411073/1240268), they want to use memoisation. OP points out this gets different results from (presumably it does it off id) ``` hash(pd.DataFrame([1,2,3])) ``` Should they be hashable or should hash raise? (does it defeat the point of hashing if hashing is expensi...
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3,883
Feature Request: Pandas Tip of the Day
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2013-06-13T12:03:06Z
2016-09-29T22:44:20Z
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CONTRIBUTOR
null
I feel having such a feature would help people get better at Pandas, learn some advanced skills and better ways to do things, from people who have more experience with it. Maybe sort of a community blog or twitter feed. As an end user i feel it would be appreciated.
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3,884
FIX hash of DataFrame raises Typerror
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2013-06-13T13:29:45Z
2014-06-21T16:50:42Z
2013-06-13T18:49:52Z
CONTRIBUTOR
null
fixes #3882 raise TypeError if trying to hash a DataFrame (or Panel etc.).
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3,885
implement hash for indices
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2013-06-13T15:28:41Z
2013-09-28T19:56:47Z
2013-09-28T19:56:47Z
MEMBER
null
would be nice as @jreback says to implement this since indices are supposed to be immutable. currently they try to hash the underlying `ndarray` which of course fails because it is mutable. [succinct reasoning behind why you need immutability for hashables](http://stackoverflow.com/a/2671398/564538) [python docs quot...
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DOC: date_range method instead of DateRange
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2013-06-13T16:00:32Z
2013-06-13T16:13:02Z
2013-06-13T16:12:10Z
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In the the beginner [tutorial](http://pandas.pydata.org/pandas-docs/stable/10min.html#object-creation), the DataFrame example uses `pd.data_range` where `pd.DataRange` is the correct method. As a beginner, I'm not sure if the documentation is old or my version of pandas is. Also, I don't know how to tag this issue as ...
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BUG: (GH3880) index names are now propogated with loc/ix
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2013-06-13T18:57:18Z
2014-07-03T09:04:12Z
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CONTRIBUTOR
null
closes #3880
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to_datetime passed string return datetime rather than Timestamp
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2013-06-13T19:06:36Z
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CONTRIBUTOR
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It seems it returns different objects when passed array vs string: ``` In [1]: pd.to_datetime(['2012'])[0] Out[1]: Timestamp('2012-01-01 00:00:00', tz=None) In [2]: pd.to_datetime('2012') Out[2]: datetime.datetime(2012, 1, 1, 0, 0) ``` Also worth mentioning (though different): ``` In [3]: pd.Timestamp('2012') Out[3...
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TST: google retrieval test failure, need to catch network error in these tests
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CONTRIBUTOR
null
https://www.travis-ci.org/pydata/pandas/jobs/8061364 https://www.travis-ci.org/jreback/pandas/jobs/8061960
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API: (GH3888) more consistency in the to_datetime return types (given string/array of string inputs)
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2013-06-13T19:45:50Z
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CONTRIBUTOR
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closes #3888 resolves the following inconsistencies in the Timestamp/to_datetime interface Things that do the same thing will now _do the same thing_! ``` In [1]: to_datetime = pd.to_datetime In [2]: to_datetime('') Out[2]: NaT In [3]: to_datetime(['', '']) Out[3]: <class 'pandas.tseries.index.DatetimeIndex'> [NaT...
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BLD: install older versions of numexpr/pytables on fulldeps/2 build
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TST: bus error on sparc: pandas/hashtable.c:7282 while pandas.io.tests.test_pytables:TestHDFStore.test_encoding
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v0.11.0-492-gb204e14 ``` test_encoding (pandas.io.tests.test_pytables.TestHDFStore) ... Program received signal SIGBUS, Bus error. __pyx_pf_6pandas_9hashtable_14Int64HashTable_16map_locations (__pyx_v_values=<optimized out>, __pyx_v_self=0xf7cc0900) at pandas/hashtable.c:7282 7282 __pyx_v_val = (*__Pyx_BufPtrSt...
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Skip tests on network error
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MDU6SXNzdWUxNTUzMzYzMw==
3,894
TST: test_read_pickles_0_10_1 and test_read_pickles_0_11_0 failures on sparc
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9
2013-06-13T22:28:01Z
2013-06-14T19:08:05Z
2013-06-14T19:07:45Z
CONTRIBUTOR
null
was happening with 0.11 and now with v0.11.0-492-gb204e14: ``` ====================================================================== FAIL: test_read_pickles_0_10_1 (pandas.io.tests.test_pickle.TestPickle) ---------------------------------------------------------------------- Traceback (most recent call last): File ...
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15,533,689
MDU6SXNzdWUxNTUzMzY4OQ==
3,895
TST: test_typ FAILs on sparc
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5
2013-06-13T22:29:34Z
2013-06-14T13:13:15Z
2013-06-14T13:13:15Z
CONTRIBUTOR
null
v0.11.0-492-gb204e14 ``` ====================================================================== FAIL: test_typ (pandas.io.tests.test_json.test_pandas.TestPandasObjects) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/yoh/deb/gits/pkg-exppsy/pandas...
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15,533,806
MDU6SXNzdWUxNTUzMzgwNg==
3,896
TST: test_write_dta5 and test_write_dta6 failures on sparc
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0
2013-06-13T22:32:51Z
2013-06-14T19:08:18Z
2013-06-14T19:08:18Z
CONTRIBUTOR
null
v0.11.0-492-gb204e14 ``` ====================================================================== ERROR: test_write_dta5 (pandas.io.tests.test_stata.StataTests) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/yoh/deb/gits/pkg-exppsy/pandas/debian/tm...
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https://api.github.com/repos/pandas-dev/pandas/issues/3897
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15,533,852
MDU6SXNzdWUxNTUzMzg1Mg==
3,897
TST: please skip tests needing up-to-date xlrd
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1
2013-06-13T22:34:16Z
2013-06-14T13:13:15Z
2013-06-14T13:13:15Z
CONTRIBUTOR
null
``` ====================================================================== ERROR: test_excel_010_hemstring (pandas.io.tests.test_excel.ExcelTests) ---------------------------------------------------------------------- Traceback (most recent call last): File "/home/yoh/deb/gits/pkg-exppsy/pandas/debian/tmp/usr/lib/pyt...
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https://api.github.com/repos/pandas-dev/pandas/issues/3898
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15,534,686
MDExOlB1bGxSZXF1ZXN0NjMxNDI4Mw==
3,898
TST: test fixes for various builds (debian)
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0
2013-06-13T22:58:30Z
2014-07-01T15:50:54Z
2013-06-14T13:13:16Z
CONTRIBUTOR
null
TST: json tests to int64 to avoid dtype issues, closes #3895 TST: skip tests if xlrd has lower than needed version, closes #3897 TST: skip pickle tests on not-little endianess , closes #3894 TST: skip test_encoding on non-little endian in test_pytables , closes #3892 TST: skip some stata tests on non-little endian, clo...
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15,536,892
MDU6SXNzdWUxNTUzNjg5Mg==
3,899
recursion limit reached when joining period and datetimeindexes
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17
2013-06-14T00:11:08Z
2013-10-04T02:39:18Z
2013-10-04T02:39:18Z
MEMBER
null
one should probably _not_ be trying to join these types of indices. even so, a stack overflow is unacceptable. there should at least be an error message... code: ``` In [9]: df = mkdf(10, 10, data_gen_f=lambda *args: randint(2), c_idx_type='p', r_idx_type='dt') In [10]: s = df.iloc[:5, 0] In [11]: s.index.join(df.c...
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15,536,905
MDExOlB1bGxSZXF1ZXN0NjMxNTQzNg==
3,900
BUG: fix unicode -> str cast in tslib
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6
2013-06-14T00:11:29Z
2014-07-16T08:14:07Z
2013-06-15T00:14:09Z
MEMBER
null
This should use format since calling str on a unicode string is a _bad_ idea because it may or may not repr correctly. closes #3875. another error is created from fixing this issue.
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