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https://api.github.com/repos/pandas-dev/pandas/issues/2301
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8,505,773
MDU6SXNzdWU4NTA1Nzcz
2,301
Holiday calendar aware date offsets
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3
2012-11-20T14:15:41Z
2013-07-25T23:03:53Z
2013-06-21T12:40:12Z
CONTRIBUTOR
null
for business freq (B, BQ, BQS, BM, BMS, BA, BAS) xref: http://stackoverflow.com/questions/13462802/dateoffset-in-pandas-with-a-holiday-calendar
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8,506,993
MDU6SXNzdWU4NTA2OTkz
2,302
New Feature Request: Export plots to excel/pdf
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2012-11-20T14:49:46Z
2014-01-18T05:29:36Z
2014-01-17T13:44:10Z
NONE
null
The current functionality to export dataframes to excel is excellent: i.e. df.to_excel('filename') In the process of introducing python to my company, I realized I needed to not only export the dataframes but also plots. I searched but did not find this functionality. This is more of a reporting need, but would be ver...
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8,509,577
MDU6SXNzdWU4NTA5NTc3
2,303
New function in DataFrame: to_series
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2
2012-11-20T15:56:45Z
2012-11-20T16:07:11Z
2012-11-20T16:07:11Z
CONTRIBUTOR
null
here is a function that I have found useful: convert a dataframe to a series by raveling (analagous to to_frame from a panel to a frame) ``` def to_series(self, concentate_labels = None): """ Transform a frame via ravelling it Parameters ---------- concentate_labels if not None...
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8,510,591
MDU6SXNzdWU4NTEwNTkx
2,304
Broadcasting bug with datetime.date index?
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3
2012-11-20T16:23:59Z
2014-04-05T19:32:40Z
2012-11-24T07:59:47Z
NONE
null
Guys, It seems to be a problem with broadcasting when having a datetime.date index, do you know what may be causing this? Example: ``` python index = index=[datetime.date(2012, 1, 1), datetime.date(2012, 1, 2)] columns=['a', 'b'] df = pandas.DataFrame([[1., 2.], [3., 4.]], index, columns) >>> print( df.mean(1) ) 20...
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8,521,212
MDU6SXNzdWU4NTIxMjEy
2,305
Creating DataFrame from generator/iterator yielding records with minimal memory use
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2012-11-20T21:32:13Z
2014-01-16T13:44:08Z
2014-01-16T13:44:08Z
MEMBER
null
Re: #1794
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8,521,361
MDU6SXNzdWU4NTIxMzYx
2,306
Bug/inconsistent result when indexing DataFrame by YY-MM-DD
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2012-11-20T21:36:29Z
2012-12-02T17:12:13Z
2012-12-02T17:12:13Z
NONE
null
``` rng = date_range('2012-01-01', periods=1000, freq='12H') vals = randn(1000) df = DataFrame(vals, index=rng) ``` `df.ix['2012']` and `df['2012-05']` (selection by year or year and month) work as expected. However: ``` In [314]: df.ix['2012-01-01'] Out[314]: 0 0.107819 Name: 2012-01-01 00:00:00 ``` The output ...
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8,529,024
MDU6SXNzdWU4NTI5MDI0
2,307
DataFrame.combine_first() breaks for DataFrame with indices but no columns
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2012-11-21T02:39:29Z
2012-11-24T00:24:55Z
2012-11-24T00:24:55Z
NONE
null
Title says it all. core/frame.py, combine() method at line 3448: ``` if other.empty: return self.copy() ``` If other is a DataFrame which has indices but no columns, a combine_first() should add the indices with every column set to NaN. Sorry for not submitting a patch myself - I'm very new to the pandas...
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8,530,611
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2,308
Modify group label with derived statistic
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2012-11-21T04:11:27Z
2017-01-25T21:01:33Z
2017-01-25T15:50:57Z
MEMBER
null
example: http://stackoverflow.com/questions/13446791/group-pandas-dataframe-based-on-highest-occurring-values
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MDU6SXNzdWU4NTMwOTU2
2,309
Strategies for semiannual frequency data
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2012-11-21T04:37:15Z
2020-04-04T18:26:45Z
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MEMBER
null
http://stackoverflow.com/questions/13384795/using-built-in-pandas-frequencies-to-simulate-semiannual-frequency
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2,310
BUG: PeriodIndex as DataFrame column should box to Periods #2243 #2281
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2012-11-21T05:26:35Z
2012-11-23T05:43:22Z
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CONTRIBUTOR
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8,535,571
MDU6SXNzdWU4NTM1NTcx
2,311
Wish: Input / output for Open Document Spreadsheet (ODS)
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27
2012-11-21T09:00:06Z
2019-07-03T22:36:47Z
2019-07-03T21:45:44Z
CONTRIBUTOR
null
It would be nice to have, along with XLS and XLSX, also support for ODS (used notably by OpenOffice.org and Libreoffice, but not only that). The main problem I saw is that there's a plethora of libraries to handle that: however not sure which is the "best" one (with a licensing that would fit with pandas).
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8,541,348
MDU6SXNzdWU4NTQxMzQ4
2,312
Shouldn't index in dataframes be called lines?
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1
2012-11-21T12:45:39Z
2012-11-23T05:46:11Z
2012-11-23T05:46:11Z
NONE
null
Well, if columns in the dataframe are called columns, why lines ain't called lines?
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8,546,374
MDU6SXNzdWU4NTQ2Mzc0
2,313
DatetimeIndex.values yields unexpected results
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2012-11-21T14:59:35Z
2012-11-21T15:53:38Z
2012-11-21T15:53:38Z
NONE
null
``` import pandas as pd dates = pd.date_range('1997-12-31', periods=5) print('Iterating through DatetimeIndex:') for date in dates: print(date) print('Iterating through DatetimeIndex.values:') for date in dates.values: print(date) ``` > Iterating through DatetimeIndex: > 1997-12-31 00:00:00 > 1998-01-01 00:00...
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8,549,037
MDU6SXNzdWU4NTQ5MDM3
2,314
Bug indexing a DataFrame with MultiIndex through .ix
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4
2012-11-21T16:14:10Z
2016-10-12T23:03:21Z
2012-12-02T01:05:56Z
NONE
null
Hi, here is an example that demonstrates the error I'm getting (using pandas 0.9.2.dev-61766ec): Example script: ``` python from pandas import DataFrame, MultiIndex index_columns = list("abc") df = DataFrame([[0, 1, 0, "x"], [0, 0, 1, "y"]], columns=index_columns + ["data"]) df = df.set_index(index_c...
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https://api.github.com/repos/pandas-dev/pandas/issues/2315
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8,549,965
MDU6SXNzdWU4NTQ5OTY1
2,315
Accessing fields in datetime64 Series
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6
2012-11-21T16:38:28Z
2014-05-29T06:25:10Z
2014-05-29T06:25:10Z
MEMBER
null
xref: http://stackoverflow.com/questions/13478597/arithmetic-on-date-series-not-an-index-in-pandas
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8,550,562
MDU6SXNzdWU4NTUwNTYy
2,316
Series upconversion in apply
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7
2012-11-21T16:56:42Z
2012-11-26T19:09:42Z
2012-11-26T18:56:49Z
CONTRIBUTOR
null
See the below examples. My use case started out as trying to use apply on a Series (and having the applied function return a Series) in order to get a DataFrame - but seeing some inconsistencies of how the returned function is accumulated (obviously can do this by iterating over the series in a list comprehension and u...
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8,556,834
MDU6SXNzdWU4NTU2ODM0
2,317
Error in Timezone handling of DataFrames when joined
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2
2012-11-21T20:11:38Z
2012-11-24T02:24:44Z
2012-11-24T00:50:56Z
NONE
null
When joining two DataFrames with localized indexes, the resulting DataFrame has erroneous Timestamps. (It appears that at some point the timestamps are interpreted at UTC without a correct timezone correction?) Sample code: ``` In [94]: test1 = pandas.DataFrame(numpy.zeros((6,3)),index=pandas.tseries.index.date_range...
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8,557,473
MDU6SXNzdWU4NTU3NDcz
2,318
0.9.1 test failures on big endian machines
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2012-11-21T20:33:19Z
2012-11-26T22:59:06Z
2012-11-26T22:59:06Z
NONE
null
see https://launchpadlibrarian.net/123637321/buildlog_ubuntu-raring-powerpc.pandas_0.9.1-1ubuntu1_FAILEDTOBUILD.txt.gz https://buildd.debian.org/status/package.php?p=pandas&suite=experimental ``` ====================================================================== ERROR: test_fperr_robustness (pandas.stats.tests.te...
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2,319
Index.__repr__ no longer summarizing sufficiently large arrays
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2012-11-21T21:52:29Z
2012-11-27T03:07:33Z
2012-11-23T04:55:50Z
MEMBER
null
e.g. ``` Index(np.arange(100000)) ``` This might have happened in the `pprint_thing` refactoring, will have to take a look
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MDU6SXNzdWU4NTYwMjc2
2,320
Multi-column grouping (e.g. OHLC) for DataFrame
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6
2012-11-21T22:07:50Z
2013-09-10T06:40:38Z
2013-09-10T06:40:38Z
MEMBER
null
This currently only works for single time series
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2,321
BUG: Fix long index repr #2319
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2012-11-21T22:41:16Z
2014-06-14T08:30:00Z
2012-11-23T04:55:23Z
NONE
null
``` python In [2]: pd.Index(np.arange(10000)) Out[2]: Int64Index([0, 1, 2, ..., 9997, 9998, 9999], dtype=int64) ``` broken by 95678ebf. configurable via `np.set_printoptions (threshold)`, like the original version which used np.ndarray.**repr**. closes #2319
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8,562,841
MDExOlB1bGxSZXF1ZXN0MzA5MTAwNQ==
2,322
Make sparse DataFrame and Series construction more efficient
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3
2012-11-21T23:56:33Z
2014-06-12T06:37:53Z
2012-11-24T23:05:22Z
CONTRIBUTOR
null
Cleans up SparseSeries and SparseDataFrame initialization code so no objects are created unnecessarily. Currently if you run the (potentially useless) statement: ``` SparseDataFrame(columns=np.arange(100000), index=np.arange(100000)) ``` pandas will consume memory and time filling in empty Series objects only to then...
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2,323
CLN: Dropped python 2.5 support
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2
2012-11-22T00:47:48Z
2014-06-19T10:32:41Z
2012-11-23T04:52:17Z
NONE
null
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MDU6SXNzdWU4NTczMDkx
2,324
python 3.1 support
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2012-11-22T10:20:56Z
2012-11-22T13:52:40Z
2012-11-22T13:52:40Z
NONE
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@wesm, unless you're considering dropping 3.1 as well, perhaps you might like to weigh-in here: https://github.com/travis-ci/travis-ci.github.com/pull/157 a scipy perspective would be beneficial.
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2,325
Suggestion: inplace=True option in drop() and dropna() would really help
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2012-11-22T15:25:19Z
2013-10-24T02:08:22Z
2013-07-02T14:22:24Z
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You can have a large frame in memory and want to drop a small percentage of labels with NA data just to clean things up. If you use drop() or dropna(), you will get a new object and effectively double the memory footprint. Favoring immutability is great, but under memory constraints this can be a killer.
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MDU6SXNzdWU4NTgxNjA0
2,326
allow for windows line endings in .to_csv
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2
2012-11-22T16:07:06Z
2012-12-12T12:40:00Z
2012-12-12T12:40:00Z
CONTRIBUTOR
null
Would it be possible to add a parameter that allows for windows line endings (CRLF) when creating csv files?
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8,582,557
MDU6SXNzdWU4NTgyNTU3
2,327
include logx for df.plot()
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2012-11-22T16:40:14Z
2012-12-28T15:22:47Z
2012-12-28T15:22:47Z
CONTRIBUTOR
null
I often use scatterplots to show data and if these data are over a range of values it is useful to have a log-log scale. Right now the default df.plot() function supports a logy=True argument but not a logx=True. I think a logx argument in the plotting function would be a useful addition.
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2,328
Fixes for #1000, to_string(), to_html() should respect col_space
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2012-11-22T17:26:09Z
2014-06-25T18:33:51Z
2012-11-29T20:32:03Z
NONE
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Note that the semantics of `col_space` are different in each case, characters vs. pixels, but that's reasonable. I hope this doesn't presage more html configuration via kwd arguments, yonder way madness lies. also, there's a discrepency between the docstring and [io.rst](https://github.com/pydata/pandas/blame/master...
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MDU6SXNzdWU4NTg0NzQ0
2,329
datetime to index issue
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2012-11-22T18:24:36Z
2012-11-23T20:01:48Z
2012-11-23T20:01:48Z
CONTRIBUTOR
null
I'm not sure if this is related to the datetime64 issues listed I've seen posted here. Still haven't really figured out exactly what is going but the date gets mangled when it moved to an index. ``` In [93]: import datetime, pandas In [94]: df = pandas.DataFrame([[datetime.datetime.today(), 12.1]], columns=['Date', 'V...
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2,330
add check for endianess in major constructors
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2012-11-22T19:48:44Z
2014-07-04T18:49:30Z
2013-02-08T11:03:02Z
NONE
null
apropos #2318
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python3 test failures
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22
2012-11-22T19:56:44Z
2016-10-12T23:03:21Z
2012-12-02T13:05:12Z
NONE
null
on ubuntu 13.04 several tests fail with 3.3 while they suceed with python2 13.04 has python 3.3 and numpy 1.7 current pandas head 61766ec5f898c89 ``` ====================================================================== FAIL: test_quoting (pandas.io.tests.test_parsers.TestParsers) ------------------------------------...
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https://api.github.com/repos/pandas-dev/pandas/issues/2332
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8,586,709
MDExOlB1bGxSZXF1ZXN0MzEwMDcxMA==
2,332
df.combine_first() with empty frame should still yield unioned index
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1
2012-11-22T20:29:50Z
2014-07-14T03:26:39Z
2012-11-24T00:24:50Z
NONE
null
closes #2307
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8,589,885
MDU6SXNzdWU4NTg5ODg1
2,333
Handling of no trailing commas in CSV files
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5
2012-11-23T00:18:11Z
2012-12-09T21:50:57Z
2012-12-09T21:50:57Z
MEMBER
null
I don't know if there's an easy strategy to handle cases like this gracefully: http://stackoverflow.com/questions/13454909/missing-data-in-pandas-read-csv
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8,592,355
MDExOlB1bGxSZXF1ZXN0MzEwMjE1Mw==
2,334
Fix seconds parsing #2209
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3
2012-11-23T03:26:32Z
2014-06-24T22:55:32Z
2012-11-30T23:59:17Z
CONTRIBUTOR
null
Creating a milliseconds entry by doing math on the seconds entry: ``` msecs = round(float(seconds[i] % 1)*10**6) ```
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8,602,962
MDExOlB1bGxSZXF1ZXN0MzEwNTIwNw==
2,335
VB: add test for iteritems performance
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0
2012-11-23T12:20:14Z
2012-11-23T21:10:35Z
2012-11-23T21:10:35Z
NONE
null
catch the regression noted in #2273 next time. ``` frame_iteritems 24.85 3.12 7.98 Columns: test_name | head_time [ms] | baseline_time [ms] | ratio - a Ratio of 1.30 means HEAD is 30% slower then the Baseline. Head [59d318c] : revert Baseline [bdbca8e] : BUG: fix borked data-copying...
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MDU6SXNzdWU4NjE1NDEx
2,336
Performance regressions since 0.8.0
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1
2012-11-23T19:56:54Z
2012-11-28T00:11:13Z
2012-11-28T00:11:13Z
MEMBER
null
Should investigate some of these ones at the bottom. The pivot benchmark is related to refactoring I made in the unstack code, and is not so simple to fix: ``` Results: t_head t_baseline ratio name indexing_pane...
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8,617,511
MDExOlB1bGxSZXF1ZXN0MzEwOTg3Ng==
2,337
Where/mask methods for Series
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6
2012-11-23T21:42:36Z
2014-06-12T16:27:48Z
2012-11-24T05:20:52Z
CONTRIBUTOR
null
add where and mask methods for Series, analagous to DataFrame methods added for 0.9.1 passes all tests where is equivalent to: `s[cond].reindex_like(s).fillna(other)` ``` In [7]: s = pd.Series(np.random.rand(5)) In [8]: s Out[8]: 0 0.638664 1 0.574688 2 0.460510 3 0.641840 4 0.044129 In [10]: s[0:2]...
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8,620,615
MDU6SXNzdWU4NjIwNjE1
2,338
DatetimeIndex.normalize isn't tz-aware-friendly
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MEMBER
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8,621,290
MDExOlB1bGxSZXF1ZXN0MzExMDc2Mg==
2,339
Update doc/source/r_interface.rst
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2
2012-11-24T02:17:59Z
2012-11-25T05:33:38Z
2012-11-25T05:33:38Z
CONTRIBUTOR
null
rpy2-2.3.0 is becoming the current release. Changes to the API are relatively few. 
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2,340
to_excel() removes existing sheet
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2012-11-24T05:15:20Z
2019-04-24T11:23:49Z
2012-12-12T12:38:39Z
NONE
null
I am trying to save a dataframe data to two sheets of same EXCEL file : > > > df.to_excel('C:/FM_temp.xls','sheet1') > > > df.to_excel('C:/FM_temp.xls','sheet2') Pandas 0.8.1 deletes the existing 'sheet1' when it saves data to 'sheet2' . I want to keep both sheets. Can 'to_excel()' be changed to accept 'append' mo...
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2,341
integer constant overflow in generated tseries.c
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2012-11-24T11:51:39Z
2012-11-28T13:59:56Z
2012-11-25T05:29:09Z
NONE
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The generated tseries.c included in the 0.9.0 and 0.9.1 distributions contains two integer constants that are to large for 32bit values and need an LL suffix. Note that the LL suffix is present in the cython source. ``` --- pandas/src/tseries.c.orig 2012-11-15 00:20:20.000000000 +0000 +++ pandas/src/tseries.c ...
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MDU6SXNzdWU4NjI5NTM1
2,342
DataFrame.plot() fails to pass figsize= and title= when plotting one column against another
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1
2012-11-24T13:48:00Z
2012-11-28T19:16:31Z
2012-11-28T19:16:31Z
NONE
null
I have Python 2.7.3 and IPython 0.13.1. Do this in IPython Notebook: ``` %pylab inline ``` ``` import numpy as np from pandas import Index, DataFrame ``` ``` test = DataFrame(np.random.randn(10, 2), index=Index(range(10), name='bins'), columns=['x', 'y']) ``` The following works perfectly fine: ``` test.plot(figsi...
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8,630,616
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2,343
updated docs for indexing to incorporate where and mask
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1
2012-11-24T15:05:53Z
2012-11-24T22:16:02Z
2012-11-24T22:16:02Z
CONTRIBUTOR
null
updated docs in the indexing section for new Series/DataFrame methods where and mask
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8,631,510
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2,344
test_perf, cmdline args and fixes
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1
2012-11-24T16:18:31Z
2014-07-08T10:24:39Z
2012-11-25T04:34:49Z
NONE
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8,631,574
MDU6SXNzdWU4NjMxNTc0
2,345
Windows installer doesnt ask for permissions, then crashes
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7
2012-11-24T16:22:15Z
2012-12-02T16:51:13Z
2012-12-02T16:51:13Z
NONE
null
I just installed pandas on my "new" Windows 8 system using pandas-0.9.1.win32-py2.7.exe and had some trouble doing it: Python is installed to Program Files\Python27 (nothing unusual I think), so the installer needs admin permissions to write. The installer didn't ask for that permission (no UAC), instead it crashed wi...
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8,635,975
MDExOlB1bGxSZXF1ZXN0MzExMjg4NA==
2,346
Pytables: bug fixes, code cleanup, and much updated docs
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2
2012-11-24T20:47:44Z
2014-06-19T02:01:31Z
2012-11-28T00:31:20Z
CONTRIBUTOR
null
Should be completely backwards compatible mainly bug fixes, code clean, and much updated docs should merge cleanly 1. added **str** (to do **repr**) 2. added **delitem** to support store deletion syntatic sugar 3. row removal in tables is much faster if rows are consecutive (remove also returns the number of rows re...
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MDU6SXNzdWU4NjM2ODE2
2,347
del df[k] fails for a non-unique key
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0
2012-11-24T21:41:06Z
2012-11-25T19:17:43Z
2012-11-25T19:17:43Z
NONE
null
``` python import pandas as pd df=pd.DataFrame({0:[0,1],1:[0,1],2:[4,5]}) df.columns=["a","b","a"] res=df.pop("a") ... /home/user1/src/pandas/pandas/core/internals.py in _delete_from_block(self, i, item) 971 """ 972 block = self.blocks.pop(i) --> 973 new_left, new_right = block.split_bl...
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8,636,922
MDU6SXNzdWU4NjM2OTIy
2,348
read_csv segfault
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4
2012-11-24T21:48:01Z
2012-11-26T16:36:21Z
2012-11-25T03:38:08Z
CONTRIBUTOR
null
Works fine on v0.9.0. With master ``` rossi = pandas.read_csv("http://www.ams.jhu.edu/~dan/550.400/datasets/recidivism/Rossi%20data.csv") *** glibc detected *** /usr/bin/python: malloc(): memory corruption: 0x0000000003c26680 *** ======= Backtrace: ========= /lib/x86_64-linux-gnu/libc.so.6(+0x7ba9a)[0x7f498b804a9a] /l...
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8,636,961
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2,349
BUG: del df[k] with non-unique key
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2012-11-24T21:51:27Z
2014-06-12T16:15:38Z
2012-11-25T19:17:47Z
NONE
null
This touches some delicate functions to be messing with, so I've split off the underlying logic into a function in common and added an exhaustive test. Would welcome review none the less. Also, I tried to test for nagative perf. There must something wrong with the test since comparing the commit after just adding a ...
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2,350
Debug sparse memory usage
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0
2012-11-25T04:28:10Z
2012-11-25T05:19:30Z
2012-11-25T05:19:30Z
MEMBER
null
I would expect this to use almost no memory. Instead, > 2GB on my box. `SparseDataFrame(columns=np.arange(100), index=np.arange(1e6))`
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MDU6SXNzdWU4NjQ0MDQw
2,351
convert_to_r_dataframe missing conversion for datetime values
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8
2012-11-25T05:39:05Z
2012-12-01T20:50:02Z
2012-12-01T20:50:02Z
CONTRIBUTOR
null
I am in desperate need of converting my datetime values into something R can use so I that I can plot some data with ggplot. It appears that rpy2 supports this conversion but I am not sure how to go from a column with a datetime field (stored as a `numpy.datetime64`) into a `time.struct_time` value. The relevant infor...
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MDExOlB1bGxSZXF1ZXN0MzExNDAwOA==
2,352
Support for datetime columns with rpy2
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2
2012-11-25T06:59:06Z
2014-08-11T23:16:20Z
2012-12-01T20:49:06Z
CONTRIBUTOR
null
Check to see if the values we're looking at are numpy datetime64 objects. If they are, we can assume we're looking at a Timestamp object, which subclasses Python's datetime class, and we return a struct_time which is understood by rpy2's POSIXct class. Attempt at a fix for #2351
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2,353
CLN: more test_perf cleanups
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2012-11-25T12:31:20Z
2014-07-20T16:06:46Z
2012-11-26T23:57:52Z
NONE
null
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8,651,059
MDU6SXNzdWU4NjUxMDU5
2,354
Documentation plotting
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4
2012-11-25T15:20:29Z
2016-03-08T14:40:57Z
2016-03-08T14:40:57Z
NONE
null
Currently the abilities of "pandas" seem to outstrip the documentation massively. for example, there is no link to "tools.plotting" in the whole documentation, and commands like "scatter_plot" don't show up in the documentation at all. To make pandas usable for "outsiders", the documentation should be made more complet...
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8,653,636
MDU6SXNzdWU4NjUzNjM2
2,355
Raise exception from overflowing uint64 data
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2012-11-25T18:16:16Z
2012-11-28T02:47:33Z
2012-11-28T02:47:33Z
MEMBER
null
ref: http://stackoverflow.com/questions/13550940/python-pandas-insert-long-integer
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8,656,869
MDU6SXNzdWU4NjU2ODY5
2,356
renaming errors for unnamed columns or index
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2012-11-25T21:43:08Z
2012-11-26T14:47:29Z
2012-11-25T21:45:33Z
NONE
null
I'm playing around with the foo.csv data file from one of Wes's demos, which has an unnamed date time columns. Even though I get no error message, this code doesn't seem to replace the index in the data frame. Also, if I subsequently attempt a df.plot() it crashes. df = pd.read_csv('foo.csv',parse_dates=[0]) #parse ...
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MDU6SXNzdWU4NjU3NTMw
2,357
plot() error when using set_index with drop=False
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2012-11-25T22:23:04Z
2012-11-26T05:47:57Z
2012-11-26T05:47:57Z
NONE
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Below is data parsed from a csv file. Next I'm trying the set_index with drop=False. Everything seems to work correctly until I attempt plot(). plot() works ok if I use drop=True. Now that I'm looking at it more, df2['date'].plot() works ok with drop=False, and the Y axis ticks are dates. Perhaps this is just my la...
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2,358
BUG: hash random. in 3.3 exposed reliance on dict traversal order. #2331
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5
2012-11-25T22:26:35Z
2014-06-19T00:06:44Z
2012-11-27T02:34:22Z
NONE
null
fixes all failing tests mentioned in #2331, perhaps others lurking.
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2,359
endianess fixes for #2318
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3
2012-11-25T22:55:40Z
2014-06-28T22:42:58Z
2012-11-26T22:58:59Z
NONE
null
pending fix verifcation from @juliantaylor
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MDU6SXNzdWU4NjgzMjM1
2,360
Specify values to be recognized as boolean in parsers
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2012-11-26T16:39:11Z
2012-11-28T05:42:33Z
2012-11-28T05:42:33Z
MEMBER
null
And yes/no/YES/NO should not be recognized as boolean by default. Revert default behavior from #1691, #1295
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8,693,862
MDU6SXNzdWU4NjkzODYy
2,361
Stdout/stderr not handled properly in pandas.read_table()
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2012-11-26T21:02:40Z
2012-11-26T22:31:02Z
2012-11-26T22:31:02Z
NONE
null
pandas.read_table() does not handle stderr consistently. error_bad_lines=True writes to stderr (which is correct), but warn_bad_lines=True writes to stdout (which is wrong). This is with commit ae1b8a888149f6474c13141f8194da322dccc466
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https://api.github.com/repos/pandas-dev/pandas/issues/2362
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8,694,775
MDExOlB1bGxSZXF1ZXN0MzEyODY5Nw==
2,362
added an example of boolean selection using OR
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1
2012-11-26T21:26:08Z
2014-06-27T22:56:15Z
2012-11-27T00:02:13Z
CONTRIBUTOR
null
as a follow-up to this [SO post](http://stackoverflow.com/questions/13572576/using-or-to-select-data-in-pandas/13572798#13572798) I thought it might be nice to have an example in the docs
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8,697,400
MDU6SXNzdWU4Njk3NDAw
2,363
Change defaults for resample
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2012-11-26T22:36:34Z
2012-12-07T17:22:03Z
2012-12-07T17:22:03Z
CONTRIBUTOR
null
maybe change closed and label both to 'left' to avoid confusion.
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8,704,584
MDExOlB1bGxSZXF1ZXN0MzEzMjU2Mw==
2,364
doc updates for whatsnew v0.10.0
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1
2012-11-27T03:11:11Z
2014-07-08T19:39:42Z
2012-11-27T22:25:41Z
CONTRIBUTOR
null
added whatsnew for 0.10.0 added new apply functionality to whatsnew and flexible apply in groupby
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8,708,421
MDExOlB1bGxSZXF1ZXN0MzEzMzY3OA==
2,365
BLD: temporary workaround for travis numpy/py3 woes
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2012-11-27T06:36:31Z
2013-03-26T12:52:12Z
2012-11-27T06:51:37Z
NONE
null
note that py3 is now tested against numpy recent git, not pypi, just until the travis people sort things out.
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8,722,004
MDU6SXNzdWU4NzIyMDA0
2,366
Pandas' setup.py ignores --dry-run
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4
2012-11-27T14:31:26Z
2012-12-19T14:00:08Z
2012-12-19T13:58:44Z
NONE
null
I don't know if this problem is pandas-specific (as I tend to not use easyinstall), but ``` $ python setup.py -v install --dry-run --install-lib "~/python" ``` does not do nothing (as --dry-run should imply), but seems to run the full install process.
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8,726,942
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2,367
Setting timezone in DatetimeIndex.union looks fishy
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3
2012-11-27T16:33:03Z
2012-11-28T03:36:24Z
2012-11-28T03:36:24Z
MEMBER
null
Noted during code review
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DataFrame.to_excel() ignores "\n" in headers
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2012-11-27T19:02:24Z
2013-12-04T00:40:40Z
2012-12-14T01:02:37Z
CONTRIBUTOR
null
DataFrame.to_excel(headers=True) ignores "\n" in headers when columns are multiline strings
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2,369
ENH: partial date slicing for day, hour, and minute resolutions #2306
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2012-11-27T20:23:26Z
2014-06-16T03:26:35Z
2012-11-29T19:32:13Z
NONE
null
adds to export dataframe for excel: - multiindex (merge cells similar to htmlformatter) - border - bold header - ability to add dataframe in same sheet (startrow, startcol) http://cl.ly/image/2r102L0E1l23 solves Issue #2294
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2012-11-27T21:30:00Z
2012-11-29T16:47:29Z
2012-11-29T00:40:18Z
CONTRIBUTOR
null
Refactor of PyTables support to allow multiple table types. This commit allows for support of multiple table types in a pytables hdf file, supporting the existing infrastructure in a backwards compatible manner (LegacyTable) while extending to a slightly modified format to support AppendableTables and futu...
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8,742,099
MDExOlB1bGxSZXF1ZXN0MzE0NzQzNw==
2,372
DOC: mention new options API in whatsnew 0.10.0
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2012-11-27T23:15:05Z
2012-11-27T23:15:15Z
2012-11-27T23:15:15Z
NONE
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2,373
Incorporate a vbench run into Travis-CI
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2012-11-28T03:03:09Z
2014-07-21T09:13:49Z
2012-11-28T04:35:39Z
NONE
null
A seperate 2.7 env is spawned, which is allowed to fail without failing the entire build. The results are posted to a public gist as a json file, and the gist url is printed in the log. A helper function in vb_suite/perf_HEAD.py accepts a travis build number, It then locates the VBENCH job within the build, fetches t...
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2,374
DataFrame.applymap with identity function changes dtype
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2012-11-28T14:55:22Z
2012-12-07T21:41:26Z
2012-12-07T21:32:06Z
NONE
null
from datetime import datetime from pandas import DataFrame df = DataFrame({'x1': [datetime(1996,1,1)]}) df2 = df.applymap(lambda x: x) Issue: type(df['x1'][0]) == datetime.datetime type(df2['x1'][0]) == pandas.lib.Timestamp This repros in the 11/27/2012 cut of 0.10.0 - but not in 0.9.0 release.
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BLD: fix travis.yml, print is a function in 3.x
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2012-11-28T18:24:34Z
2012-11-28T18:25:35Z
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NONE
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2012-11-28T21:06:12Z
2012-11-29T16:44:55Z
2012-11-29T16:44:55Z
NONE
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- Only 4 functions are now defined `get`, `set`, `reset`, `describe` - All functions accept a regexp as input and will try to do the right thing accordingly. For example: get_option("max_rows") now returns the value of print_config.max_rows. - keys are now case-insensitive.
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BUG: py3.3 returns False, not TypeError datetime==datetime+tz #2331
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2012-11-28T23:51:15Z
2012-11-30T23:48:02Z
2012-11-30T23:48:01Z
NONE
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http://docs.python.org/3/whatsnew/3.3.html#datetime This should leave just one error specific to 3.3 from those mentioned in #2331, and that's parser related. Don't know if other parts of the package depend on the exception being raised.
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BLD: modify travis to install numpy 1.6.2+fixes on py3
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2012-11-28T23:56:22Z
2012-11-29T16:52:08Z
2012-11-28T23:59:48Z
NONE
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1.6.2 and git master have diverged quite a bit, best to narrow down the chance of spurious errors..
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feature isda daycount
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2012-11-29T00:03:44Z
2016-12-28T11:15:21Z
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http://en.wikipedia.org/wiki/Day_count_convention add day count convention to timeseries : busdayconvention, daycountconversion assign : locojay
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"x in ix" fails for dupe keys in DatetimeIndex
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8,795,049
MDU6SXNzdWU4Nzk1MDQ5
2,381
Add DataFrame.conj/conjugate
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5
2012-11-29T03:07:29Z
2012-12-16T16:08:44Z
2012-12-16T16:08:44Z
CONTRIBUTOR
null
From mailing list I noticed that Series has methods .conj() and .conjugate() but dataframe does not. Doing a search on complex numbers in pandas, I found this issue. https://github.com/pydata/pandas/issues/1083 Is there any hope of getting .conj() onto the dataframe? Or should I convert to an np-array, then conver...
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8,796,391
MDU6SXNzdWU4Nzk2Mzkx
2,382
Website typos
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2
2012-11-29T04:14:56Z
2012-11-29T16:54:04Z
2012-11-29T16:54:04Z
CONTRIBUTOR
null
Please tell me if issues with the website should not be reported here. On the page http://pandas.pydata.org/developers.html, in the section titled "Performance performance with vbench", the title should probably be "Performance testing with vbench", and the sentence ``` We created the vbench library library to enable...
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8,797,220
MDExOlB1bGxSZXF1ZXN0MzE2NzU4NA==
2,383
ENH: line_terminator parameter for DataFrame.to_csv
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2012-11-29T05:02:31Z
2014-06-20T21:46:40Z
2012-11-29T20:24:49Z
CONTRIBUTOR
null
In response to #2326 (Am I doing this right?)
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8,801,456
MDU6SXNzdWU4ODAxNDU2
2,384
SparseSeries should have a density attribute
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2012-11-29T08:45:25Z
2014-02-28T23:57:53Z
2012-12-01T15:35:28Z
CONTRIBUTOR
null
``` ts = Series(randn(10)) ts[2:-2] = nan sts = ts.to_sparse() print sts print sts.density ``` AttributeError: 'SparseSeries' object has no attribute 'density'
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8,803,415
MDU6SXNzdWU4ODAzNDE1
2,385
concat doesn't work with mixed Series/DataFrames
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16
2012-11-29T09:56:57Z
2014-02-22T13:40:07Z
2014-02-21T22:44:05Z
CONTRIBUTOR
null
concat thows an `AssertionError` when passed a ciollection of mixed Series and Dataframes e.g. ``` python s1 = pd.TimeSeries(np.sin(linspace(0, 2*pi, 100)), index=pd.date_range('01-Jan-2013', periods=100, freq='H')) s2 = pd.TimeSeries(np.cos(linspace(0, 2*pi, 100)), index=pd.d...
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8,812,502
MDU6SXNzdWU4ODEyNTAy
2,386
integer overflow in pandas.DataFrame.unstack()
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2012-11-29T14:39:56Z
2012-12-02T16:38:52Z
2012-12-02T16:38:52Z
NONE
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Pandas version 0.9.1 There is an integer overflow problem in pandas.DataFrame.unstack() When unstack() is called on a relatively large data set (1 million rows) with four-column MultiIndex an exception is raised: "ValueError: negative dimensions are not allowed". Stack trace is below, The actual problem is in method ...
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8,813,428
MDExOlB1bGxSZXF1ZXN0MzE3MzUwOQ==
2,387
minor doc updates for pytablesv4
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0
2012-11-29T15:02:00Z
2012-11-29T16:39:30Z
2012-11-29T16:39:30Z
CONTRIBUTOR
null
added a min_itemsize example to the docs min_itemsize can be passed as a dict
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8,818,074
MDU6SXNzdWU4ODE4MDc0
2,388
Unable to use Series created with reindex_like with numpy.logical_and()
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2012-11-29T16:32:04Z
2012-12-02T01:24:23Z
2012-12-02T01:24:23Z
CONTRIBUTOR
null
I'm using numpy 1.6.2, pandas 0.9.1, and Python 2.7.2. I see strange behavior when using `numpy.logical_and()` depending on how I create a Series object. For example: ``` python >>> import numpy >>> import pandas >>> series = pandas.Series([1, 2, 3]) >>> x = pandas.Series([True]).reindex_like(series).fillna(True) >>...
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DOC: pytables what's new tweaks.
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2012-11-29T17:00:10Z
2012-11-29T21:16:29Z
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ENH: PyTables Enhancements for future
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2012-11-29T17:20:14Z
2016-07-26T08:15:20Z
2016-07-25T23:37:46Z
CONTRIBUTOR
null
## open (not in any particular order) 1. add support for other dtypes in table columns (datetime,date,unicode) 2. Implement variable length strings in a parallel VLArray (and synchronize): https://github.com/PyTables/PyTables/issues/198 3. revisit Term syntax - can we do better / more readability? 3a. implement `or`...
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BUG: problems with qtconsole and _repr_html
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2012-11-29T17:30:38Z
2014-06-29T08:04:31Z
2012-11-30T23:30:50Z
CONTRIBUTOR
null
works locally but how to put the qtconsole check in a test suite? #2275
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CLN: add deprecation warning to set_printoptions, reset_printoptions
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2012-11-29T18:11:43Z
2014-06-25T07:52:10Z
2012-12-01T20:54:27Z
NONE
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ENH: line_terminator parameter for DataFrame.to_csv
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2012-11-29T20:46:43Z
2014-08-08T22:55:30Z
2012-11-29T21:41:21Z
CONTRIBUTOR
null
In response to #2326 (Changes are now PEP8-compliant!)
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8,846,915
MDU6SXNzdWU4ODQ2OTE1
2,395
tests fail if xlwt is not installed.
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4
2012-11-30T07:51:26Z
2016-10-12T23:03:22Z
2012-12-01T15:26:24Z
NONE
null
``` ./test_rebuild.sh running clean running build_ext cythoning pandas/src/generated.pyx to pandas/src/generated.c building 'pandas._algos' extension .... E ====================================================================== ERROR: Failure: ImportError (No module named xlwt) ----------------------------------------...
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MDU6SXNzdWU4ODUwNjM1
2,396
New Excel changes cause an extra line to be generated in the Excel file
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2012-11-30T10:08:17Z
2014-02-07T14:35:24Z
2012-12-10T18:55:03Z
CONTRIBUTOR
null
An example: ``` python In [9]: data = pandas.ExcelFile("sample.xls") # generated with df.to_excel() In [10]: data.parse(data.sheet_names[0], index_col=0) Out[10]: Value ID NaN ID1 38.625700 ID2 44.691054 ``` To be more clear, `ID` is the original index name, but it is shifted down one row when ...
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Different HDFStores in multiple threads crashes Python
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2012-11-30T19:14:39Z
2012-12-28T15:08:46Z
2012-12-28T15:08:40Z
NONE
null
``` python import threading import pandas as pd import time def foo(): store = pd.HDFStore('my_hdf_file.h5') store['foo'] store.close() def main(): threading.Thread(target=foo).start() threading.Thread(target=foo).start() time.sleep(2) if __name__ == '__main__': main() ``` Crashes for m...
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Cmov
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2
2012-11-30T20:13:06Z
2014-07-02T10:35:21Z
2012-12-10T15:24:12Z
CONTRIBUTOR
null
use `center` keyword and then `shift` if True.
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DataFrame.to_string bad performance
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2012-11-30T22:55:01Z
2012-11-30T23:16:36Z
2012-11-30T23:16:36Z
MEMBER
null
I'll add a vbench so this lights up next time http://pastebin.com/f0Si46z3
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Multiprocessing support for tests
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2
2012-11-30T23:17:19Z
2012-12-01T18:00:48Z
2012-12-01T18:00:48Z
CONTRIBUTOR
null
run test_multi.sh
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