Pandas Behaviour of .sum() inconsistent between Series and DataFrame when summing Decimals

Using sum() on a Series of Decimal datatypes returns a Decimal. However, using sum() on a DataFrame of Decimal datatypes...

Pandas installlation error

traceback(most recet call last):file "setup,py" , line 33 , in ver =Cython. version atrribute error: 'module' object has...

Pandas bug in pandas.read_fwf

line 2549 of parsers.py should beself.delimiter = b'\r\n' + bytes(delimiter, 'utf8') if delimiter else b'\n\r\t 'instead...

Pandas Setting NaN values on DataFrame with non-unique column names

Code Sample, a copy-pastable example if possibleSomething goes wrong when I try to set a NaN value using the iloc syntax...

Pandas Ggplot theme does not work correctly

I have a dataframe like this:seasonname Core-no season Fall/Winter Spring/Summer Summery Core True Summer date_utc ...

Pandas DataFrame from hierarchical NumPy recarray with hierarchical MultiIndex results in all NaN values

I filed #13415 in which it was said that DataFrame(recarray, columns=MultiIndex) does reindexing and so only selects mat...

Pandas DataFrame(recarray, columns=MultiIndex) disregards input data, gives empty DataFrame

I previously posted this as a question (not knowing it was a bug) here: http://stackoverflow.com/questions/37732403/pand...

Pandas ENH: reindex and align with two multiindex dataframes

The Advanced reindexing and alignment section of the documentation describes a method for filling data based on a partia...

Pandas fillna() is incomplete after performing resample()

Code SampleMake data>>> dates = pd.date_range('01-01-2015','01-07-2015', freq='B')>>> df = pd.DataFram...

Pandas Merging on columns results in loss of categorical dtypes (cast to "object")

Code Sample, a copy-pastable example if possibleimport pandas as pdimport numpy as npa = pd.DataFrame({'numbers': np.ara...

Pandas Row/Column operations performance differences under win

I've noticed performance differences between column and row wise function applications under windows 8.1. The problem mo...

Pandas Sum of all NaNs comes out zero if bottleneck is installed

x = pandas.DataFrame(np.nan, index=['a', 'b'], columns=['c', 'd'])print x.sum()I expected to see all NaN's in the result...

Pandas [BUG] Groupby, Apply

Code Sample, a copy-pastable example if possibleimport pandas as pddf = pd.DataFrame(dict(a=[0,0,0,1,1,1,2,2,2], b=[0,2,...

Pandas describe() doesn't ignore Nan anymore

.describe() is not ignoring the Nan values at percentiles, so it gives Nan:http://pandas.pydata.org/pandas-docs/stable/b...

Pandas groupby.agg changes the default parameter of np.std

Code Sample, a copy-pastable example if possibleAs opposed to pandas, the default value for ddof in standard deviation c...

Pandas Datetime is failing silently for one date

Code Sample, a copy-pastable example if possiblepd.to_datetime("06/2015") # When my system date is 5/31/2016, it returns...

Pandas Series passed to function in DataFrame.apply on empty dataframe lack index

Code Sample, a copy-pastable example if possiblefrom StringIO import StringIOimport pandas as pdfrom random import rando...

Pandas Parsing dates using read_csv is slower than parsing them manually later.

I'm sorry if this is the expected behavior, but I think this is odd and may be an issue.Parsing the dates automatically ...

Pandas feature request: rolling with datetime range

Hello everyone,I would like to submit one very useful addition to rolling, namely the possibility to compute any statist...

Pandas dataframe.columns.name attribute value is missing when dataframe.style is rendered

The name attribute of dataframe.columns does not get populated when rendering the dataframe.style property of the datafr...
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