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https://api.github.com/repos/pandas-dev/pandas/issues/4401
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17,349,760
MDU6SXNzdWUxNzM0OTc2MA==
4,401
MultiIndex get_level_values method to expensive in time
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2013-07-29T16:41:35Z
2014-05-29T18:30:27Z
2014-05-29T18:30:27Z
NONE
null
In [287]: %timeit zip(*df.index)[0] 100000 loops, best of 3: 6.48 µs per loop In [288]: %timeit df.index.get_level_values(0) 10000 loops, best of 3: 39.4 µs per loop
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17,355,290
MDU6SXNzdWUxNzM1NTI5MA==
4,402
better error report when both style and color are passed to Series.plot
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3
2013-07-29T18:29:47Z
2013-07-31T15:33:34Z
2013-07-31T15:33:34Z
NONE
null
The following command returns an error message for a Series ``` python s.plot(style='k--', color='k') ``` It says that the color '[k]' is not recognized. I am using pandas 0.11 so it may have been fixed in 0.12.
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17,375,268
MDU6SXNzdWUxNzM3NTI2OA==
4,403
Dataframe rename issue.
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2013-07-30T03:03:33Z
2013-08-16T02:10:14Z
2013-07-31T01:06:11Z
NONE
null
I just upgrage from 0.11 to 0.12 version. And meet dataframe rename error caused by upgrading. (It worked well in 0.11) . ``` >>> df4 TClose RT TExg STK_ID RPT_Date 600809 20130331 22.02 0.0454 0.0422 >>> df5 STK_ID RPT_Date STK_Name TClose ...
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17,397,108
MDExOlB1bGxSZXF1ZXN0NzI2MjExOA==
4,404
fix the excel reader: hours & header
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73
2013-07-30T13:57:58Z
2014-06-17T12:47:53Z
2013-08-21T23:15:09Z
CONTRIBUTOR
null
in the excel.py there is a fix enabling reading xlsx files with both datemodes: (see #4332) in the parsers.py there is the fix for readinh the header even if there are additional rows (to be skipped) between a header and the data (see: #4340) I hope this PR is adequate. If not, please let me know. I can supply the sam...
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17,406,807
MDU6SXNzdWUxNzQwNjgwNw==
4,405
string truncation when using Series.astype(str)
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6
2013-07-30T16:49:30Z
2016-10-12T23:04:03Z
2013-08-03T03:29:56Z
NONE
null
When converting a pandas Series object to type string using `astype(str)`, long strings are truncated to 64 characters silently. Pandas version: 0.12 Numpy version: 1.7.1 ``` python In [1]: s = '0123456789' * 10 In [2]: tmp = np.array([s]).astype(str) tmp Out[2]: array([ '01234567890123456789012345678901...
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17,411,186
MDExOlB1bGxSZXF1ZXN0NzI3MDAzMQ==
4,406
BUG: Fix an issue with the csv cparser when usecols is used
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6
2013-07-30T18:13:27Z
2014-06-24T15:22:39Z
2013-07-30T23:10:06Z
CONTRIBUTOR
null
closes #3192 This pull request fixes a problem arising from using the csv parser with the usecols option. In that case, all the dtypes will be converted to object. This code fixes that issue, resulting in the correct dtypes. Thanks, Tiago
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17,411,740
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4,407
Add Support For Reading XBRL Files in Pandas
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2013-07-30T18:24:04Z
2016-11-11T10:25:39Z
2016-11-11T10:25:29Z
CONTRIBUTOR
null
XBRL (http://en.wikipedia.org/wiki/XBRL) is the standard format for financial filings. As of 2009, the SEC requires companies to file in XBRL format (http://xbrl.sec.gov/)
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17,422,970
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4,408
version 0.12.0: problems interacting subplots and DataFrame().hist()
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2013-07-30T21:54:35Z
2016-10-12T23:04:03Z
2013-07-31T15:33:33Z
NONE
null
I run Python 2.7.5 on Windows 7 64-bit and IPython 0.13.2. I have a data frame with some portfolio weights and I do the following: ``` def weight_histograms(field, name, bins=100): if flag_inline: plt.figure(figsize=(16, 8)) else: plt.figure() plt.subplot(121) portfolio_data[field].his...
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17,425,965
MDU6SXNzdWUxNzQyNTk2NQ==
4,409
API: HDFStore closing is buggy
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2013-07-30T23:08:27Z
2013-08-02T00:33:27Z
2013-08-02T00:33:27Z
CONTRIBUTOR
null
Testing and playing with HDFStores a lot, I have found several times that a store.close() leaves things hanging, like this: ``` python store.close() # no output store ClosedFileError: the file object is closed df.to_hdf('test.h5','df',data_columns=['A','B'],mode='w',table=True) ValueError: The file 'test.h5' is alread...
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4,410
BUG: Fix an issue in merging blocks where the resulting DataFrame had partially set _ref_locs
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0
2013-07-31T00:17:47Z
2014-06-19T20:25:43Z
2013-07-31T01:06:11Z
CONTRIBUTOR
null
closes #4403
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17,429,521
MDU6SXNzdWUxNzQyOTUyMQ==
4,411
Panel data lost when calling .values
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5
2013-07-31T00:59:51Z
2013-09-20T22:58:55Z
2013-09-20T22:58:55Z
NONE
null
Using Pandas 0.11 (this does not happen on 0.09): ``` python In [114]: print panel <class 'pandas.core.panel.Panel'> Dimensions: 7 (items) x 6 (major_axis) x 14 (minor_axis) Items axis: ticker1 to ticker7 Major_axis axis: 2013-07-23 00:00:00 to 2013-07-30 00:00:00 Minor_axis axis: fut_trading_hrs to exp_date In [115...
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17,430,155
MDU6SXNzdWUxNzQzMDE1NQ==
4,412
DOC: Update docs to reflect actual version support.
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3
2013-07-31T01:24:12Z
2013-08-10T12:07:18Z
2013-08-10T12:07:18Z
CONTRIBUTOR
null
I don't think this is true anymore (from install.html on pandas site) > Officially Python 2.6 to 2.7 and Python 3.1+, although Python 3 support is less well tested. Python 2.4 support is being phased out since the userbase has shrunk significantly. Continuing Python 2.4 support will require either monetary development...
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17,431,209
MDU6SXNzdWUxNzQzMTIwOQ==
4,413
DeprecationWarning: height has been deprecated
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1
2013-07-31T02:14:13Z
2013-08-02T09:37:02Z
2013-08-02T09:37:02Z
CONTRIBUTOR
null
I just upgraded to the latest stable version of Pandas: ``` import pandas as pd import numpy as np pd.DataFrame(np.random.random((10,5))) ``` returns the following warning: ``` /opt/python/virtualenvs/work/lib/python2.7/site-packages/pandas/core/config.py:570: DeprecationWarning: height has been deprecated. ```...
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17,433,401
MDExOlB1bGxSZXF1ZXN0NzI4MjM0Ng==
4,414
BUG/VIS: fix Series.hist so that users can create hist subplots without the mpl API
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5
2013-07-31T03:56:52Z
2014-06-25T07:26:53Z
2013-07-31T15:33:34Z
MEMBER
null
closes #4408. closes #4402.
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17,450,038
MDU6SXNzdWUxNzQ1MDAzOA==
4,415
pd.HDFStore issues PerformanceWarnings for string columns
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7
2013-07-31T13:03:36Z
2013-07-31T15:42:46Z
2013-07-31T15:42:46Z
NONE
null
I get the following performance warning > C:\Python27\lib\site-packages\pandas\io\pytables.py:1795: PerformanceWarning: > your performance may suffer as PyTables will pickle object types that it cannot map > directly to c-types [inferred_type->mixed,key->block2_values] > > warnings.warn(ws, PerformanceWarning) for...
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4,416
run all tests now that travis is faster for all versions
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18
2013-07-31T14:50:47Z
2013-08-15T01:18:00Z
2013-08-07T17:50:22Z
MEMBER
null
I think it could be time to start running all tests (slow + not slow) since travis has been sped up quite a bit by wheels and now py3 builds don't use `2to3`
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17,457,644
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4,417
API: GH4409 HDFStore adds an is_open property / CLOSED message
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2
2013-07-31T15:22:50Z
2014-06-16T14:00:58Z
2013-08-02T00:33:27Z
CONTRIBUTOR
null
closes #4409 closes #4367
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4,418
make doc no longer works
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0
2013-07-31T15:23:34Z
2013-08-01T11:41:40Z
2013-08-01T11:41:40Z
MEMBER
null
there's a relative import issue
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4,419
FIX: doc imports
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37
2013-07-31T15:38:31Z
2014-07-16T08:21:17Z
2013-08-01T11:41:40Z
MEMBER
null
Bunch of doc build cleanups closes #4418.
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4,420
question: filling missing values in one column with values from another column
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13
2013-07-31T16:44:57Z
2013-08-01T10:29:45Z
2013-08-01T10:28:27Z
NONE
null
Is there a more concise way of accomplishing the following? ``` portfolio_data[FIELD_NAME_COUNTRY] = portfolio_data[FIELD_NAME_ISSUER_COUNTRY] countries = portfolio_data[FIELD_NAME_COUNTRY] flag_no_country = countries.isnull() countries[flag_no_country] = portfolio_data.ix[flag_no_country, FIELD_NAME_MSCI_COUNTRY] por...
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4,421
ENH/API: DataFrame's isin should accept DataFrames
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14
2013-07-31T20:43:46Z
2014-05-01T13:52:50Z
2013-10-17T20:49:58Z
CONTRIBUTOR
null
From [this](http://stackoverflow.com/questions/17979327/drop-rows-with-multiple-keys-in-pandas/17979614?noredirect=1#comment26286280_17979614) SO question. The user had two dataframes and wanted to use the second as the values argument to `isin`. We'd need to think about how to handle the other index. In this case ...
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4,422
BLD: Improve import order in `pandas/__init__.py`
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2013-07-31T21:03:32Z
2013-08-10T01:52:13Z
2013-08-10T01:52:13Z
CONTRIBUTOR
null
I'm going to look into this at some point and see if it can be made better. You end up with cryptic error messages on importing pandas if there are any kind of top level errors because (for some reason), issues with nearly _any_ `*.py` file cause the exception below. My theory is that it's because the C-extensions impo...
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4,423
Add join to the pandas namespace
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2013-08-01T00:25:40Z
2013-10-18T00:21:35Z
2013-09-28T17:03:06Z
CONTRIBUTOR
null
Currently `merge` is a function in the pandas namespace, and it is also available as a DataFrame instance method, with the calling DataFrame being implicitly considered the left object in the join. However, the related DataFrame.join method, which uses merge internally for the index-on-index and index-on-column(s) joi...
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4,424
pytables interface does not provide kwargs to create_index at append
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2013-08-01T01:46:48Z
2013-08-01T18:52:50Z
2013-08-01T18:52:50Z
CONTRIBUTOR
null
The following last lines from `_write_to_group()` from io/pytables.py show that kwargs are available but are not provided to create_index(). This prevents the user from creating a `kind='full'` index at `append` time: ``` python s.write(obj = value, append=append, complib=complib, **kwargs) if s.is_table and i...
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4,425
providing kwargs to create_index at store.append()
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2013-08-01T01:52:06Z
2013-08-04T06:53:01Z
2013-08-01T18:52:39Z
CONTRIBUTOR
null
This should enable the creation of a 'full' index at append time.
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json in toplevel namespace
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2013-08-01T09:35:42Z
2017-07-09T02:30:15Z
2017-07-09T02:30:02Z
CONTRIBUTOR
null
Has the json module always been here (I thought it was only np and datetime)? ``` pd.json ``` Should it be? confusingly I can't actually see where it's coming from...
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4,427
DR/NWK: 0.12.0: nosetests: one fail
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2013-08-01T09:59:04Z
2013-09-20T23:15:40Z
2013-09-20T17:25:43Z
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Python 2.7.5, Windows 7 64-bit > .........................F.........SSS.....SSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSS > SSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSS.SSS.................S............ > ................................................................................ > ........................................
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MDU6SXNzdWUxNzQ5OTQ1NQ==
4,428
Add stack argument to str.findall
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4
2013-08-01T10:05:20Z
2020-05-03T19:53:58Z
2020-05-03T19:53:58Z
CONTRIBUTOR
null
Some of the string methods return a Series of lists (e.g. findall) which isn't that convenient for doing more analysis: ``` df = pd.DataFrame([['@a @b'], ['@a'], ['@c']], columns=['tweets']) at_mentions = df.tweets.str.findall('@[a-zA-Z0-9_]+') In [3]: at_mentions Out[3]: 0 [@a, @b] 1 [@a] 2 [@c] Nam...
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4,429
0.12.0 doesn't work with statsmodels 0.5.0
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2013-08-01T10:14:54Z
2013-08-19T20:29:23Z
2013-08-02T15:26:32Z
NONE
null
``` ols = pd.ols(y=portfolio_weights, x=alphas, intercept=intercept) ``` > --- > > ImportError Traceback (most recent call last) > <ipython-input-53-2a147656afb3> in <module>() > 1 # Regress weights on alphas > ----> 2 ols = pd.ols(y=portfolio_weights, x=alphas, intercept=intercept...
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4,430
TST: better assertion messages on test failures (GH4397)
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2013-08-01T13:56:39Z
2014-07-16T08:21:21Z
2013-08-01T14:31:05Z
CONTRIBUTOR
null
closes #4397 a start at least
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4,431
date_range not defined error
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2013-08-01T16:14:05Z
2013-08-01T16:48:41Z
2013-08-01T16:48:41Z
NONE
null
http://pandas.pydata.org/pandas-docs/stable/10min.html Setting ``` In [63]: s1 = pd.Series([1,2,3,4,5,6],index=date_range('20130102',periods=6)) --------------------------------------------------------------------------- NameError Traceback (most recent call last) <ipython-input-63-bfe1...
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https://api.github.com/repos/pandas-dev/pandas/issues/4432
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BUG: Fixes issue #3334: brittle margin in pivot_table.
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2013-08-01T18:41:53Z
2014-06-23T03:12:36Z
2013-08-01T18:47:28Z
CONTRIBUTOR
null
closes #3334 Brittle pivot margins Issue was that pivot tables that use all columns of the original DataFrame in rows and cols failed on the margin computation. This is a special case for margins: one should use the index itself as the value. ``` >> df = DataFrame({'Response' : ['Y', 'N' ,'N', 'Y', 'Y', 'N'], ...
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BUG: Fixes issue #3334: brittle margin computation in pivot_table
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2013-08-01T19:08:57Z
2013-08-01T19:14:11Z
2013-08-01T19:14:11Z
CONTRIBUTOR
null
Adds support for margin computation when all columns are used in rows and cols. Issue was that pivot tables that use all columns of the original DataFrame in rows and cols failed on the margin computation. This is a special case for margins: one should use the index itself as the value. ``` >> df = DataFrame({'Respon...
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4,434
ENH: Richer options for `interpolate` and `resample`
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27
2013-08-01T20:21:41Z
2013-10-09T20:30:19Z
2013-10-09T20:30:19Z
CONTRIBUTOR
null
related #1892, #1479 Is there any interest in giving interpolate and resample (to higher frequency) some additional methods? For example: ``` python from scipy import interpolate df = pd.DataFrame({'A': np.arange(10), 'B': np.exp(np.arange(10) + np.random.randn())}) xnew = np.arange(10) + .5 In [46]: df.interpolate...
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4,435
COMPAT: numpy compat with array methods in >= 1.7
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2013-08-02T00:23:37Z
2014-05-08T23:10:20Z
2013-09-29T19:20:49Z
CONTRIBUTOR
null
This is and API change in numpy >= 1.7, but need to work around. Numpy now looks at the structure for a p`rod` method (if the function is not operating on a numpy array), if it has one, then it passes the arguments `axis,dtype,out`, currently these types of methods only aceept `axis`, need to accept `dtype,out` as dum...
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4,436
DOC: Fix typo
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2
2013-08-02T03:03:21Z
2014-07-16T08:21:25Z
2013-08-02T03:43:08Z
CONTRIBUTOR
null
Fixes minor typo in groupby documentation
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4,437
BUG: fix string truncation for astype(str)
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2
2013-08-02T04:07:23Z
2014-06-13T02:10:37Z
2013-08-03T03:29:56Z
MEMBER
null
closes #4405.
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formatting_info is not passed to xlrd.open_workbook.when using ExcelFile
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1
2013-08-02T04:11:13Z
2013-09-28T20:43:47Z
2013-09-28T20:43:47Z
CONTRIBUTOR
null
I will submit PR
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ENH Pass kwds from ExcelFile ctr to xlrd.open_workbook. For example, thi...
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2013-08-02T04:14:51Z
2014-06-19T06:15:44Z
2013-09-24T03:43:05Z
CONTRIBUTOR
null
...s allows setting formatting_info=True (GH4438) closes #4438
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17,544,189
MDExOlB1bGxSZXF1ZXN0NzM0Mjk3Ng==
4,440
BUG: allow cumprod and cumsum to work with bool dtypes
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5
2013-08-02T04:30:40Z
2014-06-14T00:02:11Z
2013-08-07T19:17:18Z
MEMBER
null
closes #4170.
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17,544,269
MDU6SXNzdWUxNzU0NDI2OQ==
4,441
rank correlation in rolling_corr?
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2
2013-08-02T04:36:00Z
2018-07-06T22:52:56Z
2018-07-06T22:52:55Z
MEMBER
null
from [this](http://stackoverflow.com/q/17998284/564538) SO question
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4,442
.loc function failed
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2013-08-02T07:04:25Z
2013-08-02T09:54:24Z
2013-08-02T09:53:38Z
NONE
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env: windows 7 64bit, pandas 0.12 ``` python In [106]: res Out[106]: <class 'pandas.core.frame.DataFrame'> Int64Index: 93705 entries, 13 to 93713 Columns: 3561 entries, 2) to 3561) dtypes: float64(3561) In [107]: res.loc[12] Out[107]: 0 2) 3.362026 3) 1.574658 4) 1.905283 6) 2.069734 8) 4.777519...
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MDU6SXNzdWUxNzU1NTQwOQ==
4,443
MultiIndex loc for value not in index
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8
2013-08-02T11:18:29Z
2013-08-02T14:00:11Z
2013-08-02T13:10:35Z
CONTRIBUTOR
null
example: ``` In [11]: s = pd.Series({(0, 0): 1, (0, 1): 2, (0, 3): 3, (1, 0): 1, (1, 2): 4, (3, 0): 5}) In [12]: s.loc[(1, 0):] Out[12]: (1, 0) 1 (1, 2) 4 (3, 0) 5 dtype: int64 In [13]: s.loc[(1, 1):] KeyError: 'start bound [(1, 1)] is not the [index]' ``` Should this work? cc @jreback _From [SO question...
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4,444
get_dummies docs
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2013-08-02T12:45:33Z
2013-10-21T22:23:36Z
2013-10-21T22:23:25Z
CONTRIBUTOR
null
Should put this in the online docs and elaborate / add an example to the docstring.
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4,445
TST: test updates for testing
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2013-08-02T12:49:38Z
2014-06-22T03:02:33Z
2013-08-02T12:49:43Z
CONTRIBUTOR
null
fixup testing as @jtratener suggest
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17,559,043
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4,446
get_dummies with NaN
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1
2013-08-02T13:06:41Z
2013-08-26T23:43:59Z
2013-08-26T23:43:59Z
CONTRIBUTOR
null
get_dummies seems to get caught out by NaNs ``` In [11]: s1 = pd.Series(['a', 'a', np.nan, 'c', 'c', 'c']) In [12]: s1 Out[12]: 0 a 1 a 2 NaN 3 c 4 c 5 c dtype: object In [13]: pd.get_dummies(s1) Out[13]: a c 0 1 0 1 1 0 2 0 1 3 0 1 4 0 1 5 0 1 ``` A rogue c has been us...
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4,447
Filter of grouped dataframe raises ValueError
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2013-08-02T14:26:57Z
2013-10-13T23:37:53Z
2013-10-13T23:37:53Z
NONE
null
see also #4527 When trying to filter a grouped dataframe with more than 2 columns raises an ValueError: ``` python In [90]: dff = pd.DataFrame({'A': np.arange(8), 'B': list('aabbbbcc'), 'C': np.arange(8)}) In [91]: dff.groupby('B').filter(lambda x: len(x) > 2) -------------------------------------------------------...
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4,448
10 min to pandas: Reshaping: NameError - name 'lzip' not defined
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11
2013-08-02T15:17:00Z
2016-10-12T23:04:04Z
2013-08-02T18:43:57Z
NONE
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I am up to reshaping and got the below error. ## In [127]: tuples = lzip(*[['bar', 'bar', 'baz', 'baz', 'foo', 'foo', 'qux', 'qux'],['one', 'two', 'one', 'two', 'one', 'two', 'one', 'two']]) NameError Traceback (most recent call last) <ipython-input-127-e86111d4f47b> in <module>() ---->...
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10 min to pandas: Plotting: NameError - name 'plt' not defined
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11
2013-08-02T18:58:56Z
2013-08-02T23:21:23Z
2013-08-02T23:21:23Z
NONE
null
10 min to pandas, p to Plotting and got the below In [187]: df = pd.DataFrame(np.random.randn(1000, 4), index=ts.index, columns=['A', 'B', 'C', 'D']) In [188]: df = df.cumsum() In [189]: plt.figure(); df.plot(); plt.legend(loc='best')--------------------------------------------------------------------------- NameErr...
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MDExOlB1bGxSZXF1ZXN0NzM2MzQzNA==
4,450
DOC: lrange, lzip --> list(range and list(zip
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2013-08-02T21:04:09Z
2014-06-29T23:18:48Z
2013-08-02T23:17:27Z
CONTRIBUTOR
null
Internally, definitely want to use `lzip` and `lrange`, but for clarity I think it's better to just use the written out versions of them, especially since they aren't really key components of pandas. (and generally would not expect someone working through an example to care about compatibility issues). This only chang...
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4,451
TST: pandas/util/testing : test improvements and cleanups
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16
2013-08-02T21:25:27Z
2014-07-16T08:21:34Z
2013-08-02T23:21:57Z
CONTRIBUTOR
null
A few things 1. Make with-statement-capable `assertRaises` and `assertRaisesRegexp` (which I want to use later in a cleanup of some of the parser tests). 2. Earlier introduction of `assert_attr_equal` changed it so that, if one object had an attribute that was `None` and the other did not have that attribute at all, it...
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MDU6SXNzdWUxNzU4NjY1MQ==
4,452
pip --proxy=foo.com install pandas fails to download numpy dependency
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2013-08-02T23:12:25Z
2018-06-28T02:28:14Z
2018-06-28T02:28:14Z
NONE
null
I believe the problem here is that setup.py is trying to install numpy without using the proxy server passed to pip. ``` pip-2.7 install --proxy=http://sampleproxy.com:3128 pandas Downloading/unpacking pandas Downloading pandas-0.12.0.zip (3.4MB): 3.4MB downloaded Running setup.py egg_info for package pandas D...
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4,453
should read_html parse the `src` attribute of an `img` tag?
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2013-08-02T23:14:13Z
2014-01-29T04:05:13Z
2014-01-29T04:05:13Z
MEMBER
null
had this thought while looking at #3606
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4,454
ENH: allow column oriented table storage in HDFStore
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22
2013-08-02T23:16:39Z
2021-04-11T02:56:19Z
null
CONTRIBUTOR
null
renamed `carray` package: https://github.com/Blosc/bcolz Soliciting any comments on this proposal to create a columnar access table in `HDFStore`. This is actually very straightforward to do. need a new kw argument to describe the type of format for storage: ``format='s|t|c'` (also allows expansion in the future to ...
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4,455
awkward repring on python3 bytes types
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2013-08-03T01:02:40Z
2013-08-03T20:01:22Z
2013-08-03T20:01:22Z
MEMBER
null
might be an edge case as i'm not sure how useful storing byte strings in `Series` objects is, nonetheless they are repring like `tuple` objects in Python 3 ``` In [37]: import string In [38]: d = string.digits * 10 In [39]: s = Series([d, tm.rands(10), tm.rands(10000)]) In [40]: s Out[40]: 0 01234567890123456789...
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4,456
BUG/OFMT: fix repring of python3 bytes objects
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3
2013-08-03T01:21:45Z
2014-06-18T13:51:07Z
2013-08-03T20:01:22Z
MEMBER
null
closes #4455.
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4,457
PERF: enhance HDFStore Table writing performance
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2
2013-08-03T17:38:27Z
2014-07-16T08:21:39Z
2013-08-05T12:06:32Z
CONTRIBUTOR
null
Took out all of the cython code, turns out you can assign directly to numpy recarrays per column if you put in the correct shape yourself ``` Invoked with : --ncalls: 5 --repeats: 5 ------------------------------------------------------------------------------- Test name | head[ms] ...
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Get dummies
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2013-08-04T17:32:01Z
2014-06-17T22:55:05Z
2013-08-26T23:43:59Z
CONTRIBUTOR
null
fixes #4446, #4444 Added new functionality dummy_na (thoughts?). it's slightly different to a possible dropna argument, which I haven't included (which can be achieved using `pd.get_dummies(s.dropna())`. Example: ``` In [3]: s = ['a', 'b', np.nan] In [4]: pd.get_dummies(s) Out[4]: a b 0 1 0 1 0 1 2 0 0 I...
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BUG: Fix Panel instance variable namespace issue GH3440
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6
2013-08-04T19:10:44Z
2014-06-26T11:48:10Z
2013-08-05T01:44:08Z
CONTRIBUTOR
null
The change is minor but so easy I thought I'd submit it: If you switch the list comprehensions to generators, it sidesteps leaking the temporary variables into the class variable scope. This will be microscopically slower, but they are just class variables so it really doesn't matter. fixes #3440 https://travis-ci.or...
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4,460
BUG: values array for non-unique, interleaved cols incorrect
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5
2013-08-05T02:06:35Z
2014-06-20T16:03:18Z
2013-08-05T11:41:19Z
CONTRIBUTOR
null
I came across this problem when I was doing some work for #4362. When a frame with mixed dtypes including Timestamps has dupe column labels the values array returned is different, as illustrated below (master branch): ``` python In [3]: df = pd.DataFrame([[pd.Timestamp('20130101'),3.5],[pd.Timestamp('20130102'),4.5]],...
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17,626,031
MDExOlB1bGxSZXF1ZXN0NzM4MjA1NQ==
4,461
rename multi-index
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32
2013-08-05T09:23:07Z
2017-08-24T09:53:17Z
2015-01-18T21:39:22Z
CONTRIBUTOR
null
## Fix Issue #4160 While renamed a `MultiIndex`, the `mapper` walk through every tuple in the MultiIndex and every element in a tuple. So the mapper { (index1, index2): (new_index1, new_index2) } didn't work for the MultiIndex case. This pull request is to modify it to walk through every tuple in a MultiIndex and use...
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4,462
BUG: bug when using chunksize and writing ndim > 2
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2013-08-05T13:23:02Z
2014-07-16T08:21:48Z
2013-08-05T13:28:34Z
CONTRIBUTOR
null
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4,463
BUG: changing series dtype inplace
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11
2013-08-05T13:48:34Z
2013-08-16T19:28:19Z
2013-08-16T19:28:19Z
CONTRIBUTOR
null
All of the following current fail because of in-place dtype conversions ``` In [2]: s = Series([1,2,3]) In [3]: s.iloc[0] = np.nan ValueError: cannot convert float NaN to integer In [4]: s.loc[0] = np.nan ValueError: cannot convert float NaN to integer In [5]: s[0] = np.nan TypeError: 'int' object is not iterable ``...
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4,464
ER: compound dtypes - DataFrame constructor/astype
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37
2013-08-05T15:04:16Z
2021-06-06T00:01:38Z
null
NONE
null
xref #9133, maybe allow a dict of dtypes to be passed as well I trying to use the dtype argument in the DataFrame constructor to set the types of several columns, and I'm getting incorrect types. Everything works well, however, when the dtypes come from the recarray itself. ``` In [61]: data = [(1,1.2), (2,2.3)] dtyp...
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4,465
DOC: split out Categorical in groupby.rst to its own bullet(and add examples?)
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1
2013-08-05T17:59:02Z
2014-07-25T22:43:48Z
2014-07-25T22:43:48Z
CONTRIBUTOR
null
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17,652,046
MDU6SXNzdWUxNzY1MjA0Ng==
4,466
ENH: Ignoring empty lines in files
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2013-08-05T19:02:01Z
2014-09-19T17:56:24Z
2014-09-19T17:56:24Z
NONE
null
Currently pandas preserves empty lines when reading CSV files. I think the default should be to ignore empty lines, with a possible optional parameter to retain them. Implementing this in the C and Python parsers should be an easy extension of my work on #2685 , but I wanted some feedback before I do so.
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4,467
API: make selecting coordinate / masking a bit easier in HDFStore
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2013-08-05T19:04:57Z
2013-08-05T23:05:05Z
2013-08-05T23:05:05Z
CONTRIBUTOR
null
From the PyTables ML Select where month=5 from the index (this could be done internally maybe) big issues is that Coordinates is sort of 'private' here, make where take a boolean array / coordinates ``` # create a frame In [45]: df = DataFrame(randn(1000,2),index=date_range('20000101',periods=1000)) In [53]: df Out...
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4,468
Support for Reading Excel Files with Hierarchical Columns Names
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2013-08-05T19:48:10Z
2013-10-17T22:33:19Z
2013-10-02T21:03:35Z
CONTRIBUTOR
null
related #4438 #4679 For example see the "INCOME_STATEMENT" sheet on http://shareholder.api.edgar-online.com/efx_dll/edgarpro.dll?FetchFilingXLS1?sessionid=F7D_689jk-BEFvN&ID=9277772 There are four columns in the desired DataFrame: ``` 1 2 3 4 Thirteen weeks ended Twenty-six ...
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17,657,053
MDU6SXNzdWUxNzY1NzA1Mw==
4,469
Add context to return from pandas.io.html.read_html
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42
2013-08-05T20:12:21Z
2014-01-24T20:14:06Z
2014-01-24T20:14:06Z
CONTRIBUTOR
null
Currently `pandas.io.html.read_html` returns a list of DataFrames. This offers no context as to where in the source HTML the table was found. For example, a user might be interested in the title or caption of the table. For example in an SEC 10-Q filing (see for example: http://apps.shareholder.com/sec/viewerContent.a...
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17,661,939
MDExOlB1bGxSZXF1ZXN0NzQwMDI1Mw==
4,470
ENH: allow where to be a list/array or a boolean mask of locations (GH4467)
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0
2013-08-05T21:53:53Z
2014-06-28T10:41:55Z
2013-08-05T23:05:05Z
CONTRIBUTOR
null
closes #4467
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17,664,585
MDU6SXNzdWUxNzY2NDU4NQ==
4,471
lib.maybe_convert_objects will fail on uint64 values that exceed int64 max
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18
2013-08-05T22:58:49Z
2016-12-20T13:49:05Z
2016-12-20T13:49:05Z
MEMBER
null
xref #11440 for addtl tests Observed in the wild. cc @blais
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MDExOlB1bGxSZXF1ZXN0NzQwMTc5Ng==
4,472
BUG: Boxplot to return axes, not dict
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2013-08-05T23:02:19Z
2014-07-06T10:05:31Z
2014-05-10T23:57:57Z
NONE
null
Fixes #4264.
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17,671,458
MDU6SXNzdWUxNzY3MTQ1OA==
4,473
TestDataFrame.test_from_records_sequencelike: segfault on armel
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24
2013-08-06T03:21:47Z
2014-01-21T22:11:39Z
2014-01-21T22:11:39Z
CONTRIBUTOR
null
gory details ``` Starting program: /usr/bin/python2.7-dbg /usr/bin/nosetests -s -v -a \!network pandas/tests/test_frame.py:TestDataFrame.test_from_records_sequencelike [Thread debugging using libthread_db enabled] Using host libthread_db library "/lib/arm-linux-gnueabi/libthread_db.so.1". Program received signal SIGI...
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17,671,618
MDU6SXNzdWUxNzY3MTYxOA==
4,474
2to3 refactor broke test_perf.py
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2013-08-06T03:28:52Z
2013-08-07T00:27:58Z
2013-08-07T00:27:58Z
NONE
null
https://github.com/pydata/pandas/pull/4384 when run in HEAD mode, checking out the test_perf.py revision in git master should run without issues no matter what version of pandas you have checked out (at least as far back as 9.1, probably further). Now that the script imports `pandas.compat`, it's broken for anything...
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Sql alchemy tests
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2013-08-06T03:40:33Z
2014-06-18T16:01:24Z
2014-01-19T05:05:35Z
CONTRIBUTOR
null
WIP for #4163. Not ready to merge yet New test structure for sql, and working through sql/test_sql with abstract syntax (aim is to not be sql-platform specific anywhere).
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17,678,304
MDU6SXNzdWUxNzY3ODMwNA==
4,476
Default to named index `name` when column named `name` not found
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1
2013-08-06T08:31:22Z
2018-06-28T02:30:00Z
2018-06-28T02:30:00Z
CONTRIBUTOR
null
There is an asymmetry in Pandas wrt. indexes vs. columns that is not present in the relational model. For example, for the purposes of merging one has to decide whether the column on which to merge is an index or not, despite the fact that indexing is incidental complexity for optimization. This leads to many of us hav...
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4,477
2to3 refactor broke vbenches
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2
2013-08-06T11:03:33Z
2013-08-07T00:25:47Z
2013-08-07T00:25:47Z
NONE
null
looks like lmap is now called by some vbenches, which breaks the tests on all older versions. ``` .....................................................groupby_transform died with: name 'lmap' is not defined Skipping... groupby_transform died with: name 'lmap' is not defined Skipping... ``` #4384, #4474
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MDExOlB1bGxSZXF1ZXN0NzQxMTk5NQ==
4,478
BUG: revert 2/3 changes in vbsuite
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20
2013-08-06T11:12:28Z
2014-07-16T08:21:54Z
2013-08-07T00:25:47Z
CONTRIBUTOR
null
Fixes #4477, #4474
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MDU6SXNzdWUxNzY5MTA3Mg==
4,479
Error in parsing CSV file with read_table
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6
2013-08-06T13:53:49Z
2013-09-27T20:15:34Z
2013-09-27T20:15:34Z
NONE
null
When parsing this CSV file (http://genes.mit.edu/burgelab/yarden/test.res), pandas gives the error `CParserError: Error tokenizing data`. Test case: ``` In [1]: import pandas In [2]: data = pandas.read_table("./test.res", sep="\t") --------------------------------------------------------------------------- CParserEr...
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4,480
Add set operations to Series objects
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2013-08-06T14:57:15Z
2021-06-17T03:07:47Z
null
MEMBER
null
from [this SO question](http://stackoverflow.com/questions/18079563/finding-the-intersection-between-two-series-in-pandas)
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DataFrame.roll method
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2013-08-06T15:47:02Z
2013-12-12T03:21:35Z
2013-12-12T03:21:35Z
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from [the SO question](http://stackoverflow.com/questions/18082398/pandas-convert-upper-triangular-dataframe-by-shifting-rows-to-the-left)
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4,482
BUG: raise on frozenset construction by Series
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17,701,361
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4,483
BUG/ER: Stricter testing of 'monotocity' when reindexing with ffill or bfill.
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2013-08-06T16:48:03Z
2014-06-14T19:56:36Z
2013-08-22T17:12:13Z
CONTRIBUTOR
null
closes #4484 Reversing an index and forward filling succeeds but produces misleading data: ``` python >>> dr = pd.date_range('2013-08-01', periods=6, freq='B') >>> df = pd.DataFrame(np.random.randn(6,1), index=dr, columns=list('A')) >>> df['A'][3] = np.nan >>> df.reindex(df.index[::-1], method='ffill') ...
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4,484
BUG/ER: misleading results when filling with a reversed index
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1
2013-08-06T17:55:25Z
2013-09-15T12:00:28Z
2013-09-15T12:00:28Z
CONTRIBUTOR
null
created by @prossahl Reversing an index and forward filling succeeds but produces misleading data: ``` >>> dr = pd.date_range('2013-08-01', periods=6, freq='B') >>> df = pd.DataFrame(np.random.randn(6,1), index=dr, columns=list('A')) >>> df['A'][3] = np.nan >>> df.reindex(df.index[::-1], method='ffill') ...
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4,485
BUG: off-by-one when doing network test repeats
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24
2013-08-06T19:32:15Z
2014-07-16T08:22:01Z
2013-09-20T02:57:56Z
CONTRIBUTOR
null
Imagine num_runs is two, then runs will take on the values [0, 1] and runs < num_uns will always be False. Hence any genuine Exception the code might raise will be silently ignored and just printed.
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4,486
Erroneous AssertionError: Index length did not match values on plot
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16
2013-08-06T21:13:06Z
2014-04-15T20:21:17Z
2013-08-07T17:22:27Z
NONE
null
I have what appears to be a valid `Series` with a time series index as follows: ``` In [41]: inactive Out[41]: 2010-06-10 20:43:07 37.2 2010-06-21 06:37:28 0.0 2009-07-20 06:53:38 0.0 2012-05-17 01:50:13 27.4 2009-07-27 21:09:15 0.0 2010-05-04 09:06:54 0.0 2010-05-06 03:38:54 32.5 2010-05-09 ...
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4,487
error in doc building
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2013-08-06T23:27:43Z
2016-10-12T23:04:04Z
2013-09-30T13:23:04Z
CONTRIBUTOR
null
http://pandas.pydata.org/pandas-docs/dev/io.html#clipboard there are error msgs
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Auto-detect field widths in read_fwf when unspecified
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14
2013-08-06T23:49:27Z
2013-09-30T11:23:28Z
2013-09-30T10:18:12Z
NONE
null
Here's a quick hack for generating the `widths` arg. It's basic, but it works for me. ``` def detect_fwf_widths(rows,wsratio=0.5,nlines=100): from collections import Counter # 2.6, is this in pd.compat? # could do a p-value thing instead, but this works fine in practice nlines = min(len(rows),nlines) ...
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17,724,478
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4,489
TST: test for breaking test in pytables on travis
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2013-08-07T00:42:40Z
2014-06-18T10:03:26Z
2013-08-07T00:42:51Z
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4,490
TST: reverse hdf_fix
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2013-08-07T01:04:42Z
2014-07-16T08:22:05Z
2013-08-07T01:17:10Z
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4,491
Managing pandas's hash table footprint
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4
2013-08-07T01:05:29Z
2016-09-29T22:44:20Z
2016-09-29T22:35:08Z
MEMBER
null
Many operations in pandas trigger the population of a hash table from the underlying index values. This can be very costly in memory usage, especially for very long Series / DataFrames. Example: ``` s = pd.Series(np.random.randn(10000000)) s[100] ``` Note that after indexing into `s`, the first time this happens a ...
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4,492
BUG: fix plotting of dup indexed objects
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2
2013-08-07T02:12:03Z
2014-06-23T05:29:07Z
2013-08-07T17:22:27Z
MEMBER
null
closes #4486.
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17,727,149
MDU6SXNzdWUxNzcyNzE0OQ==
4,493
KeyError when generating scatter plot of DataFrame columns
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34
2013-08-07T02:32:17Z
2016-10-12T23:04:04Z
2014-02-27T17:48:47Z
NONE
null
I have two columns of a `DataFrame` that I am trying to plot using `scatter` in Matplotlib. Here are the two series: ``` mmsi 210234000 52.600000 211109000 62.250000 211200350 48.333333 211201390 52.887500 211203370 41.962500 211204500 32.233333 211205780 87.050000 211205790 42.500000 211207740...
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17,727,474
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4,494
FIX: resample to single group with custom function
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4
2013-08-07T02:46:53Z
2014-06-13T23:41:52Z
2013-09-25T12:31:36Z
CONTRIBUTOR
null
Using master code, when re-sampling to a frequency that would result in a single group the use of custom aggregation functions do not work as expected. The included changes fix this, and should fix #3849 too. ``` python In [17]: import pandas as pd In [18]: import numpy as np In [19]: mysum = lambda x: x.sum() In [...
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4,495
BLD/TST: correct pytz version for tox
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2013-08-07T03:11:53Z
2014-07-16T08:22:10Z
2013-08-07T14:51:16Z
CONTRIBUTOR
null
Tox fails to build pandas without a specific version of pytz.
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4,496
Bug: tslib.tz_convert(vals, tz1, tz2) may raise an IndexError exception.
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1
2013-08-07T11:25:00Z
2013-08-23T13:26:54Z
2013-08-23T13:26:54Z
CONTRIBUTOR
null
The following code produces "Out of bounds on buffer access (axis 0)" exception when accessing idx.hour: --- import pandas as pd idx = pd.date_range('26/3/2011', '27/3/2011', freq='1min') idx = idx.tz_localize('UTC') idx = idx.tz_convert('Europe/Moscow') hour = idx.hour --- Traceback (most recent call last...
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4,497
Fix issue #4496: tslib.tz_convert(vals, tz1, tz2) may raise an IndexErro...
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7
2013-08-07T11:32:59Z
2014-07-16T08:22:12Z
2013-08-23T13:26:18Z
CONTRIBUTOR
null
Bug-fix for Issue #4496 Bug: tslib.tz_convert(vals, tz1, tz2) may raise an IndexError exception.
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17,745,685
MDExOlB1bGxSZXF1ZXN0NzQ0NDMxMg==
4,498
JSON native support for datetime encoding
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21
2013-08-07T12:43:08Z
2014-06-14T10:38:30Z
2013-08-15T01:14:12Z
CONTRIBUTOR
null
This adds support at the C level for encoding datetime values in JSON. I added a new parameter `date_unit` which controls the precision of the encoding, options are seconds, milliseconds, microseconds and nanoseconds. It defaults to milliseconds which should fix #4362. I also added support for NaTs and tried to detect...
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https://github.com/pandas-dev/pandas/pull/4499
17,746,919
MDExOlB1bGxSZXF1ZXN0NzQ0NDk5Ng==
4,499
DOC: fix conflicting ewma documentation
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9
2013-08-07T13:10:33Z
2014-07-02T21:24:28Z
2013-08-22T10:16:05Z
CONTRIBUTOR
null
The information in the docs, in the parameter description and in the body of the docstring is conflicting. This should hopefully make them consistent amongst themselves (and with the code).
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https://api.github.com/repos/pandas-dev/pandas/issues/4500
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17,750,715
MDU6SXNzdWUxNzc1MDcxNQ==
4,500
Docs for lurking groupby methods
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13
2013-08-07T14:23:42Z
2014-04-23T22:02:39Z
2014-04-23T21:36:55Z
MEMBER
null
see [this SO question](http://stackoverflow.com/questions/18104704/counting-unique-values-in-a-pandas-grouped-object) related: http://stackoverflow.com/questions/21763660/api-ref-missing-dataframegroupby-objects methods like `nunique` should be documented; i bet there are more like this that you can see in tab comple...
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