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Panel property specifying orientation
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2011-11-22T16:20:05Z
2014-05-28T23:12:49Z
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CONTRIBUTOR
null
I have on occasion used the from_dict(orientation) method that you created. It would be useful to have a property of the panel object telling me with which orientation the Panel was created, so that I can handle it differently. Thanks Christian
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Support things other than column names in DataFrame.set_index
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Unstack with an object variable overwrites BlockManager
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2011-11-22T17:07:04Z
2013-07-29T11:43:14Z
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CONTRIBUTOR
null
Consider the (long) code snippet here. Unless you remove ccode from the df beforehand, you end up with all object dtype for df after unstack. http://www.pastie.org/2904328
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Add ignore option to unstack or something like that
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2011-11-22T17:37:17Z
2018-07-06T19:38:13Z
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per convo with @jseabold ``` Well, it's only the ones that are the same that I want to ignore. I'd say that's up to the user to do this right. No checking, just take the first value or something, but that's up to you. df = df.unstack('agefrom', ignore='ccode') df = df.unstack('agefrom', keep='ccode') df = df.unstac...
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GroupBy does not handle non-string column labels passed
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2011-11-23T16:11:30Z
2011-11-23T17:07:42Z
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cc @dhrod5
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Test / handle other dtypes when passing MaskedArray to DataFrame constructor
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2011-11-23T17:26:50Z
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fyi @dieterv77
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Improve memory usage of read_csv, Python objects take up too much
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Index name is not properly pickled/unpickled
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A lot of partial setting stuff doesn't work with .ix, needs testing/work
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Set up some kind of system for testing legacy pickles
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411
Panel constructor ignores dtype
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2011-11-24T11:27:35Z
2011-11-25T05:50:26Z
2011-11-25T05:50:26Z
CONTRIBUTOR
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In [11]: Panel(items=arange(3),major_axis=arange(3),minor_axis=arange(3),dtype=np.object).ix[1].dtypes Out[11]: 0 float64 1 float64 2 float64
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412
Override Index.astype to prevent bad things from happening
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2011-11-24T17:58:54Z
2011-12-03T17:51:16Z
2011-12-03T17:51:12Z
MEMBER
null
For example, this should be possible: `index.astype('i8')`
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413
API: Making plot methods more uniform in their options
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2011-11-24T19:21:01Z
2018-07-06T19:31:40Z
2018-07-06T19:31:39Z
MEMBER
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from @lodagro: Been thinking a bit on uniformering signatures for plot, hist, boxplot and what they do/return. For reference, below an overview what pandas and matplotlib.pyplot have. some things that come to mind - +1 for what you did with boxplot, _by_ and _column_ are handy, this could also be used for other kind ...
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414
Conditional split/groupby
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2011-11-24T20:14:15Z
2014-06-07T16:57:58Z
2013-11-22T09:52:45Z
MEMBER
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per Andreas Hilboll question on mailing list ``` Hi, I have a DataFrame ``DF`` where in one column there's the time (in hours, as float). I'm looking for an easy way of iterating over subsets of ``DF`` which are defined by looking for time gaps of 45 minutes or more and using these gaps as seperator between the diffe...
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415
Implement equivalent of cut function from base R
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416
GroupBy level should pass on level name to result index
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test failures with v0.6.0
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2011-11-26T14:46:45Z
2011-11-28T21:11:49Z
2011-11-28T21:11:49Z
NONE
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OS: Windows 7 python: Enthought Python Distribution, Python 2.7.2 |EPD 7.1-1 (32-bit) pandas: v0.6.0 , git commit 010a620da89e5babc137b924dd1f632b4f6e6fee Running 'nosetests pandas' yields the following errors: # ## ERROR: testFilterWithDataFrameRHS (pandas.stats.tests.test_ols_filter.TestOLSFilter) Traceback (most ...
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418
strange behavior with int in DF
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6
2011-11-27T16:46:13Z
2011-12-02T16:18:14Z
2011-11-30T21:09:21Z
CONTRIBUTOR
null
This is something that has been diving me nuts for a couple of hours, so I decided to mention this. When I create a dataframe as a class property and append rows as shown in the code below, the 'int' type of 'id' field is being returned as float when accessed with .ix or .xs method: ``` python from pandas import Dat...
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419
DataReader - request to truncate retrieved data to specified dates
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2011-11-28T00:25:18Z
2013-12-04T00:43:49Z
2011-12-02T21:03:13Z
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Pandas version 0.6.0 from pandas.io.data import DataReader import datetime import matplotlib.pyplot as plt sp500 = DataReader("SPY", "yahoo", start=datetime.datetime(2005, 1,1)) sp500.info() sp500["Adj Close"].plot() plt.show() <class 'pandas.core.frame.DataFrame'> Index: 4744 entries, 1993-01-29 00:00:00 to 2011-11...
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Change Series default float formatter.
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2011-11-28T07:49:49Z
2014-06-13T03:10:18Z
2011-12-02T20:14:52Z
CONTRIBUTOR
null
Series now uses _pandas.core.common._float_format()_ as default float formatter instead of _str()_. _pandas.core.common._float_format()_ is also default float formatter for DataFrame.
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Buglet in groupby when passing function like len with as_index False
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2011-11-28T10:45:38Z
2011-12-02T22:01:06Z
2011-12-02T22:01:06Z
MEMBER
null
``` import numpy as np import pandas def webuse(data, baseurl='http://www.stata-press.com/data/r11/'): """ Parameters ---------- data : str Name of dataset to fetch. Examples -------- >>> dta = webuse('auto') Notes ----- Make sure baseurl has trailing forward slash. Do...
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422
names param in DataFrame.from_records should be called columns
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423
DataFrame.count corner case with empty columns
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2011-11-28T20:31:16Z
2011-11-29T00:10:45Z
2011-11-29T00:10:45Z
MEMBER
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Consider changing behavior of: `DataMatrix(index=range(10)).count(1)` returning zeros should not be very harmful.
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424
Pass Series.hist **kwds on to plotting function.
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2011-11-30T11:19:12Z
2014-07-06T07:54:44Z
2011-12-02T20:15:03Z
CONTRIBUTOR
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Pass Series.hist() **kwds on to plotting function, as mentioned in the documentation.
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425
more momery efficient describe() for DataFrame
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2011-11-30T20:37:32Z
2014-06-19T17:58:55Z
2011-12-02T00:55:34Z
NONE
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reindex() in describe() in DataFrame was making copy of the data. I changed describe() so it processes one column at a time instead of get all columns with reindex(). It seems to be a better implementation (much less memory usage).
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426
Build errors using llvm-gcc
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2011-11-30T22:23:28Z
2011-12-01T04:03:36Z
2011-12-01T04:03:36Z
NONE
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After upgrading to Xcode 4.2, I'm unable to build pandas. As with previous attempts, I have to hand-compile some of the .pyx files in pandas/src, but now even with this, the package will not build. Here is what I get: ``` building 'pandas._cppsandbox' extension llvm-gcc-4.2 -DNDEBUG -g -fwrapv -Os -Wall -Wstrict-proto...
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427
Bugfix for issue 419 and .gitignore fixup
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2011-12-01T00:43:31Z
2014-06-12T07:55:58Z
2011-12-02T00:48:12Z
CONTRIBUTOR
null
Two different things fixed.
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428
add rank and rank correlation methods
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2011-12-01T10:43:00Z
2013-06-16T09:29:23Z
2011-12-12T02:50:53Z
CONTRIBUTOR
null
I do not know what scope you have in mind for DataFrame methods, but rank and spearman correlation would sure be handy ;)
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429
Boolean ops with Series should reindex?
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2011-12-02T15:13:10Z
2011-12-12T05:06:23Z
2011-12-12T05:06:23Z
MEMBER
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Currently requires that the indexes be identical to work at all (otherwise raises exception)
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430
Enable DataFrame.append to add a single row Series
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.ix[row, col] should preserve type
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2011-12-02T16:17:55Z
2011-12-02T21:07:30Z
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MEMBER
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In the case of float/int data, ints currently getting upcasted to float. @lodagro, @sjev
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432
Element-wise map does not produce DataFrame in apply
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2011-12-02T16:43:57Z
2011-12-02T20:46:17Z
2011-12-02T20:46:17Z
MEMBER
null
``` compareOp = lambda s1, s2 : map(lambda x, y: x if y is None else (y if x is None else min(x, y)), s1, s2) print m2.apply(lambda x : compareOp(x, s)) ```
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433
Add section about development / contributing to the docs
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434
Empty series corner case arith bug
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2011-12-02T20:09:31Z
2011-12-02T20:23:30Z
2011-12-02T20:23:30Z
MEMBER
null
This works in 0.4 and crashes in 0.6: ``` import numpy as np from pandas import Series s1 = Series([], [], dtype=np.int32) s2 = Series({'x' : 0.}) print s1 * s2 ```
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435
Using pandas with PyQt
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2011-12-02T21:19:22Z
2014-06-15T08:06:37Z
2011-12-08T02:58:43Z
CONTRIBUTOR
null
I've written a simple data model for showing pandas DataFrame in a QDataTable. It is all in the sandbox, qtpandas.py. This file can be run stand-alone as an example.
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436
Implement SparseList and SparseArray support data structures
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437
Fast as possible get_value/put_value methods for Series/DataFrame/Panel
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2011-12-02T21:29:39Z
2011-12-06T00:26:55Z
2011-12-06T00:26:55Z
MEMBER
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Should feature minimal overhead. Some work already done here
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438
Methods for inserting values
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439
Faster conversion of dict of large SparseSeries -> SparseDataFrame
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440
DataFrame.delevel infer dtypes better
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2011-12-02T22:14:57Z
2012-02-07T07:57:18Z
2011-12-02T22:48:12Z
MEMBER
null
cc @lodagro ``` MultiIndex seems to store the level data always as dtype('object'). When using DataFrame.delevel() the added columns from the index also have dtype('object'). This prevents from using DataFrame.delevel.corr() to have a look at the correlation between the original DataFrame columns and the index level ...
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issue with py2exe
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2011-12-03T17:12:27Z
2011-12-08T04:39:42Z
2011-12-08T04:39:42Z
CONTRIBUTOR
null
a package produced by py2exe crashes in panel.py `114: f.__doc__ = f.__doc__ % str(op)` with message: <pre> File "zipextimporter.pyo", line 82, in load_module File "pandas\core\panel.pyo", line 145, in <module> File "pandas\core\panel.pyo", line 690, in Panel File "pandas\core\panel.pyo", line 114, in _panel_ar...
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442
Minor fix for simpler indexing syntax in array of subplots.
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2011-12-04T06:55:39Z
2011-12-05T02:39:44Z
2011-12-05T02:39:44Z
CONTRIBUTOR
null
`plt.subplots()` returns a numpy array, so it's OK to use the more compact/familiar/efficient `a[i,j]` indexing syntax instead of `a[i][j]`.
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443
Add NA handling option to GroupBy
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2011-12-05T02:28:39Z
2019-11-18T17:09:34Z
2019-11-18T17:09:33Z
MEMBER
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Currently all NA groups are excluded though perhaps this should be a flag passed to groupby
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More convenient syntax for DataFrame constructor to declare order of columns?
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2011-12-05T04:14:09Z
2011-12-12T05:16:22Z
2011-12-12T04:30:56Z
CONTRIBUTOR
null
I've searched the list, docs and issue list and didn't find this addressed, sorry if it was. It seems to me that right now, if I want to specify the order of my columns in new DataFrame built from existing Series, the only way to do it is to build a dict and pass the columns argument separately, with a redundant spell...
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445
Sparse data structure support for MultiIndex?
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1
2011-12-05T19:02:41Z
2014-08-17T21:24:02Z
2014-08-17T21:24:02Z
MEMBER
null
Should probably just disable it for now. Unclear though
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2,453,102
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446
Cache DataFrame items in Panel to improve performance
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447
DataFrames should have a name attribute.
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39
2011-12-05T19:40:26Z
2021-06-25T20:41:14Z
2017-01-25T15:54:32Z
MEMBER
null
was: should DataFrames have a name attribute? @y-p
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448
Build data structure similar to BlockManager for sparse objects
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2011-12-05T20:34:27Z
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449
Decorator for copying documentation from one function to another
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2011-12-05T23:35:36Z
2016-10-12T23:02:41Z
2012-01-06T05:38:59Z
MEMBER
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450
When adding a Series to a DataFrame with a different index, the Series gets turned into all NaNs
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9
2011-12-06T11:25:27Z
2011-12-08T04:09:18Z
2011-12-07T00:55:55Z
CONTRIBUTOR
null
Case in point: ``` python >>> df RP/Rsum P.value ID A_23_P42353 17.8 0 A_23_P369994 15.91 0 A_33_P3262440 436.7 0.0005 A_32_P199429 18.97 0 A_23_P256724 22.24 0 A_33_P3394689 24.24 0 A_33_P3403117 27.14 0 ...
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2,462,901
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451
DataFrame.unstack() issue when unstacking multiple levels.
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1
2011-12-06T14:52:41Z
2011-12-08T05:06:54Z
2011-12-08T05:06:53Z
CONTRIBUTOR
null
Let`s create a dataframe first. ``` python In [170]: import pandas In [171]: import numpy as np In [172]: import itertools In [173]: index = pandas.MultiIndex.from_tuples([t for t in itertools.product(['foo', 'bar'], [0, 1] , ['a', 'b'])]) In [174]: df = pandas.DataFrame(np.random.randn(8,2), columns=['A', 'B'], i...
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452
UnboundLocalError when setting data to a Panel: "local variable 'mat' referenced before assignment"
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2011-12-06T15:32:31Z
2011-12-08T19:50:19Z
2011-12-08T19:50:19Z
CONTRIBUTOR
null
Hi, the following code produces a UnboundLocalError when executed with pandas 0.6.0 / Python 2.7: ``` import datetime import pandas timeidx = pandas.DateRange(start=datetime.datetime(2009,1,1), end=datetime.datetime(2009,12,31), offset=pandas.datetools.MonthEnd()) lons_co...
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Series/DataFrame, make decision between full and short __repr__ configurable
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2011-12-06T15:48:18Z
2014-06-20T00:27:24Z
2011-12-08T04:33:25Z
CONTRIBUTOR
null
Extending pandas.set_printoptions() with two extra arguments: _max_rows_ and _max_columns_. These two numbers impact `pandas.Series.__repr__()` and `pandas.DataFrame.__repr__()`. Decision between a short representation or a full one is now configurable. Default values are set to the current ones, so the change is trans...
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454
Saving Panel with float index to HDFStore fails
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2
2011-12-06T16:30:34Z
2011-12-12T04:09:23Z
2011-12-12T04:09:23Z
CONTRIBUTOR
null
Hi, the following code produces a `ValueError: unrecognized index type <type 'float'>`: ``` import datetime import pandas timeidx = pandas.DateRange(start=datetime.datetime(2009,1,1), end=datetime.datetime(2009,12,31), offset=pandas.datetools.MonthEnd()) lons_coarse = np.linspace...
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455
Possible API method for retrieving rows by number
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2011-12-06T18:32:19Z
2012-01-20T03:53:49Z
2012-01-20T03:53:49Z
MEMBER
null
A briefer way than, say, `df.xs(df.index[247])` though this isn't really all that bad
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456
DateRange union bug caused by bad DateOffset comparison
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2011-12-06T20:04:32Z
2011-12-08T03:48:17Z
2011-12-08T03:48:17Z
MEMBER
null
Reported by user ``` In [35]: rng1 = DateRange('12/5/2011', '12/5/2011') In [36]: rng2 = DateRange('12/2/2011', '12/5/2011') In [37]: rng1.union(rng2) Out[37]: <class 'pandas.core.daterange.DateRange'> offset: <1 BusinessDay>, tzinfo: None [2011-12-02 00:00:00, ..., 2011-12-05 00:00:00] length: 2 In [38]: rng2.off...
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457
Structured array passed to DataFrame constructor can't have passed columns "selected" from it
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1
2011-12-06T22:50:14Z
2011-12-08T03:40:06Z
2011-12-08T03:40:06Z
MEMBER
null
Structured array input should be semantically similar to dict input
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458
winXP 32-bit build problems
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7
2011-12-07T14:40:22Z
2011-12-08T23:17:58Z
2011-12-07T23:32:35Z
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trouble building latest tip on winxp 32: ``` running build running build_py copying pandas\version.py -> build\lib.win32-2.6\pandas running build_ext skipping 'pandas\src\tseries.c' Cython extension (up-to-date) building 'pandas._tseries' extension C:\Program Files\Microsoft Visual Studio 9.0\VC\BIN\cl.e...
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459
DataFrame rendering stylists?
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7
2011-12-07T15:29:54Z
2019-10-18T15:39:08Z
2014-03-11T01:33:18Z
CONTRIBUTOR
null
Been working a bit on the idea of DataFrame rendering stylists. Would like some feedback on the idea / API. Idea is that on top of the _formatters_ used in `DataFrame.to_string()` and `DataFrame.to_html()`, i would like to add _stylists_. A _stylist_ takes as input a string and returns a string, allowing to alter the ...
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460
Master does not compile on windows
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2011-12-07T19:24:05Z
2011-12-07T23:32:23Z
2011-12-07T23:32:23Z
CONTRIBUTOR
null
I ran into issues compiling current master on windows. The problem is with the new pandas/src/numpyhelper.h file There are two issues there: 1. MSVC does not support "inline" in C (see http://msdn.microsoft.com/en-us/library/z8y1yy88.aspx) It does support _inline in C however, which has the intended meaning as fa...
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461
Enhance DataFrame.align to work with Series input / index-only option, add axis option
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462
Enable rolling_corr to take DataFrame + Series
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2011-12-07T23:06:05Z
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Yahoo quote
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2
2011-12-07T23:29:01Z
2014-06-13T03:17:37Z
2011-12-07T23:35:54Z
CONTRIBUTOR
null
I've added a get_quote_yahoo function to io.data.py. The function returns a DataFrame of the current yahoo data for a set of symbols
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464
Insert DataFrame rows with dict / other interface
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3
2011-12-08T23:13:56Z
2012-01-14T20:34:08Z
2012-01-14T20:34:08Z
MEMBER
null
want to be able to have a syntactically easy way to insert one or more rows in a DataFrame
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465
DataFrame.applymap(func) issue when func returns tuple
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2011-12-09T11:13:43Z
2013-12-04T00:48:07Z
2011-12-12T02:58:34Z
CONTRIBUTOR
null
``` python In [82]: def func_tuple(x): ....: return (x,x) ....: In [83]: series = pandas.Series(['a', 'b', 'c', 'd']) In [84]: df = pandas.DataFrame({'A': series}) In [85]: df Out[85]: A 0 a 1 b 2 c 3 d In [86]: df.applymap(func_tuple) Out[86]: A 0 None 1 None 2 None 3 None ``` This works f...
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466
Padding / backfilling for monotonic data
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2011-12-09T20:56:39Z
2012-04-05T00:28:29Z
2012-04-05T00:28:29Z
MEMBER
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2,508,486
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467
Memory leak in 0.6.0
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2011-12-09T23:30:29Z
2011-12-10T20:26:45Z
2011-12-10T20:26:45Z
MEMBER
null
The following code results in huge memory usage. Reported by a user ``` df = DataFrame(index=np.arange(175)) for i in range(8000): df[i] = 5 ```
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2,518,265
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468
Optimize DataFrame.append for block structure
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2011-12-11T23:26:02Z
2012-01-06T05:53:33Z
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2,518,357
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469
Need to exclude NA values with dtype=object in stat methods
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1
2011-12-11T23:47:42Z
2011-12-12T00:52:38Z
2011-12-12T00:52:25Z
MEMBER
null
reported by @npinger, regression from 0.5.0 I think. import pandas lis = [1, 3, 5, None, 7] index = [1, 2, 3, 4, 5] ser = pandas.core.series.Series(data=lis, index=index) ser.mean() Gives this error: Traceback (most recent call last): File "<console>", line 1, in <module> File ".../pandas/core/series.py", line 65...
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470
Use OpenMP for computing pairwise correlations
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2011-12-12T05:34:57Z
2016-09-29T22:44:18Z
2016-09-29T22:14:25Z
MEMBER
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471
ImportError: No module named sparse.api
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2
2011-12-12T07:46:39Z
2011-12-12T15:58:03Z
2011-12-12T15:30:09Z
CONTRIBUTOR
null
Pulled from github master and did install (removed previous version and build dir), but get ImportError. ``` python In [1]: import pandas --------------------------------------------------------------------------- ImportError Traceback (most recent call last) ... ----> 1 import pandas <....
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472
pandas: python remote engine crashes at object introspection of DataFrame instance Optionen
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2
2011-12-12T09:38:19Z
2012-10-15T18:30:25Z
2012-10-15T18:30:25Z
NONE
null
Dear all, When i try the following pandas example code from http://pandas.sourceforge.net/dsintro.html in the Python interpreter of PyScripter 2.4.3.0 with python 2.6.7 on win32bit and the remote python engine (using rpyc Version 3.2.0) and pandas 0.6.0 from pandas import * d = {'one' : Series([1., 2., 3.], index=['a'...
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2,527,156
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473
Issue modifying data in object arrays in DataFrame
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0
2011-12-12T19:14:18Z
2011-12-12T19:56:19Z
2011-12-12T19:56:19Z
MEMBER
null
reported by user ``` import pandas pandas import numpy as np from pandas import DataMatrix Y = DataMatrix( np.random.random( (4,4) ) , index = ('a','b','c','d') , columns = ('e','f','g','h' )) Y Y['e'] = Y['e'].astype('object') Y['g']['c'] = np.NaN Y Y.sum() Y['g'].sum() ``` Appears to be caused by a stale reference ...
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474
Add inplace option to DataFrame.consolidate
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2011-12-12T19:29:36Z
2011-12-12T20:17:24Z
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475
DataFrame constructor bug from single Series with different Index
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2011-12-12T20:45:34Z
2011-12-12T20:59:22Z
2011-12-12T20:59:22Z
MEMBER
null
reported by a user ``` In [7]: DataFrame(Series(np.arange(10)), index=range(5)) --------------------------------------------------------------------------- AssertionError Traceback (most recent call last) /home/wesm/code/pandas/<ipython-input-7-0a85de6b44f0> in <module>() ----> 1 DataFrame(...
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2,529,145
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476
DataFrame.delevel improvements
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2011-12-12T21:56:47Z
2011-12-29T09:02:10Z
2011-12-29T03:21:12Z
MEMBER
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from @lodagro ``` Concerning the method name, DataFrame.delevel() is maybe too close to a MultiIndex. DataFrame.deindex() is more general, both are fine for me. And i have no problem to change either. One little remark, for a MultiIndex default column names are inserted when needed, whereas if no MultiIndex is used,...
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477
Enable unstack to create Series (currently raises Exception)
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2016-10-12T23:02:42Z
2012-01-09T22:40:39Z
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478
More helpful error message when DataFrame.plot fails on some column
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2011-12-12T23:29:44Z
2011-12-13T22:28:15Z
2011-12-13T22:28:15Z
NONE
null
I'm trying to plot a DataFrame and it wasn't working, so I tried loading the data set from the read_csv docs. It also failed. I think I'm missing something, but I've been successful with matplotlib before. :) ``` from pandas import read_csv import matplotlib.pyplot as plt junk = read_csv('bar.csv') fig = plt.figure()...
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479
Add method for concatenating / appending multiple DataFrames
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2011-12-13T01:43:45Z
2012-01-06T05:53:54Z
2012-01-06T05:53:54Z
MEMBER
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like ``` append_many(cls, frames): df = None for f in frames: df = f if df is None else df.append(f) return df ```
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480
Function for flattening MultiIndex
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2011-12-13T01:53:11Z
2014-02-18T01:42:24Z
2014-02-18T01:42:24Z
MEMBER
null
When a level is already unique, can drop other levels and return an object indexed just by that
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481
Bug: handle MultiIndex names in concatenation step of GroupBy.apply
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482
Add Series.from_csv with some tests
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2011-12-13T03:53:34Z
2014-06-25T08:10:46Z
2011-12-13T18:51:27Z
CONTRIBUTOR
null
Just a convenience method to mirror the one in DataFrame.
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483
should asfreq return future dates as well?
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2011-12-13T13:41:10Z
2012-04-23T16:06:47Z
2012-04-23T16:06:47Z
CONTRIBUTOR
null
Suppose I have a daily series ts ending on dec 12th, and that I want to make a monthly series out of it, with ts.asfreq(MonthEnd()). The last date I will obtain is 2011-11-30, but if I want to use this data to calculate returns I do not want to lose data for December and get a MTD return as last datapoint. So I was wo...
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484
Type inference with list of lists in DataFrame constructor
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2011-12-13T18:08:37Z
2011-12-13T19:36:02Z
2011-12-13T19:36:02Z
MEMBER
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per @aristotle137 ``` In [1216]: l = [[1, 'a'], [2, 'b']] ...: df = DataFrame(data = l, columns = ["num", "str"]) ...: In [1217]: df.dtypes Out[1217]: num object str object ```
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485
Cython required on install
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2011-12-13T18:48:39Z
2011-12-13T21:55:43Z
2011-12-13T21:55:43Z
NONE
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I had a few issues during install. I first created a virtual env, then pip installed pandas. It appeared to work but I got the following error when trying to import pandas: ``` Traceback (most recent call last): File "test.py", line 2, in <module> from pandas import DataFrame, Series, read_csv File "/home/mhar...
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486
exception joining dataframes with different datatypes
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2011-12-14T09:48:57Z
2011-12-15T17:22:57Z
2011-12-15T17:22:57Z
CONTRIBUTOR
null
In [71]: a=DataFrame(randn(10,2),columns=['a','b']) In [72]: b=DataFrame(randn(10,1),columns=['c']).astype(np.float32) ## In [73]: a.join(b) TypeError Traceback (most recent call last) /Users/c.prinoth/<ipython-input-73-3163f462d6f9> in <module>() ----> 1 a.join(b) /usr/local/Cellar/p...
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487
nanops on datetime objects failing
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1
2011-12-14T16:48:19Z
2011-12-15T04:23:28Z
2011-12-15T04:23:28Z
NONE
null
Hi, It looks like apply_along_axis does not play well with objects that have no length? If I go comment out the numpy 1.6.1 workaround in Python 3.x portion, this goes back to working fine. Thanks! For example: > > > import pandas as ps > > > x = ps.Series([ps.datetime(2011,4,3)]) > > > x.min() Traceback (most rec...
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488
Exception calling to_string on empty Series
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2011-12-14T18:56:00Z
2013-12-04T00:43:45Z
2011-12-15T17:38:22Z
NONE
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from pandas import Series s = Series({}) s.to_string() pandas\core\series.pyc in to_string(self, buf, na_rep, float_format, nanRep) 460 na_rep = nanRep 461 --> 462 the_repr = self._get_repr(float_format=float_format, na_rep=na_rep) 463 if buf is None: 464 return ...
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489
Series.to_string Always Prints Length
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2011-12-14T18:59:52Z
2011-12-15T14:03:33Z
2011-12-15T04:40:17Z
NONE
null
We like to use to_string to print the contents of a Series to a buffer. As of 0.6.1, this has started including "\nLength:..." at the end. Could this be an option? It leaves us with no option but to rewrite to_string if we don't want this included.
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2,557,160
MDU6SXNzdWUyNTU3MTYw
490
can't print embedded ndarray
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2011-12-14T19:49:16Z
2011-12-15T20:13:46Z
2011-12-15T20:13:46Z
NONE
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Just playing with pandas. I was using structured array. I tried converting my structured array to pandas. It was OK, until I tried with a field that was itself a (variable length) ndarray. arr = np.empty ((len(results),), dtype=[(... various fields ommitted, ``` ('err', object), ...
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491
Cannot instantiate DataFrame with
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1
2011-12-14T23:13:22Z
2013-12-04T00:43:45Z
2011-12-15T04:05:07Z
NONE
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from pandas import DataFrame DataFrame([],[]) # DataFrame([]) does the same thing pandas\core\frame.pyc in **init**(self, data, index, columns, dtype, copy) 208 copy=copy) 209 elif isinstance(data, list): --> 210 if isinstance(data[0], (list, tuple))...
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492
Saving DataFrame with tuple index to HDFStore fails
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2011-12-15T08:52:27Z
2011-12-15T17:53:24Z
2011-12-15T17:53:24Z
CONTRIBUTOR
null
The following code fails on pandas 0.6.1 ``` import numpy as np import pandas col = np.arange(10) idx = [(0.,1.), (2., 3.), (4., 5.)] data = np.random.randn(30).reshape((3, 10)) DF = pandas.DataFrame(data, index=idx, columns=col) H = pandas.HDFStore("test.h5", "w") H['data'] = DF H.close() ``` The traceback is as fol...
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493
Series.to_string() no longer adds length, reflect this change also in unittest
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2011-12-15T14:05:50Z
2011-12-15T14:09:04Z
2011-12-15T14:09:04Z
CONTRIBUTOR
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Since Series.to_string no longer adds length field by default, unittest needs to reflect this.
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Series.to_string() unittest fix
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2011-12-15T14:14:14Z
2011-12-15T17:06:47Z
2011-12-15T17:06:47Z
CONTRIBUTOR
null
Since Series.to_string no longer adds length field by default, unittest needs to reflect this.
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495
invalid dtype access crashes interpreter (segfault)
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2011-12-15T15:46:25Z
2011-12-15T17:04:54Z
2011-12-15T17:04:54Z
CONTRIBUTOR
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In [1]: from pandas import * In [2]: df = DataFrame([1,2,3,4], index=['a','b','c','d']) In [3]: df Out[3]: 0 a 1 b 2 c 3 d 4 In [4]: df.dtypes Out[4]: 0 int64 In [5]: df.dtypes[0] Out[5]: dtype('int64') In [6]: df.dtypes[1] **\* glibc detected **\* /home/adam/.virtualenvs/py27/bin/python: free(): corrup...
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496
Cython python function aggregation optimization
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2011-12-17T21:32:20Z
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Better error messages
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3
2011-12-16T18:35:02Z
2011-12-19T13:36:59Z
2011-12-18T05:29:59Z
CONTRIBUTOR
null
I'm trying to build a dataframe from a list of list and I get an "AssertionError" and I have no idea what I did wrong or what I should do differently. A shorted version of the data and code: pprint(_fields) [ 'name', 'timescited', 'weight', 'closeness', 'betweenness', 'degree', 'numberofworks', 'pagerank...
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498
Handle differently-indexed output in DataFrame.apply
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0
2011-12-16T21:56:17Z
2011-12-18T07:35:51Z
2011-12-18T07:35:51Z
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499
Clean up legacy issues in MultiIndex, have to break pickles
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0
2011-12-16T22:00:11Z
2016-09-29T22:44:19Z
2016-09-29T22:09:57Z
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500
Adding DataFrames with offsets yields naive index
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2
2011-12-16T22:20:41Z
2011-12-17T18:03:57Z
2011-12-17T18:03:57Z
NONE
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Adding two DataFrames with a DateRange index (with BusinessMonthEnd offset) yields a DataFrame with a simple 'Index'.
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