New method merge_asof
for asof-style time-series joining, see here
The .rolling()
method is now time-series aware, see here
read_csv
now supports parsing Categorical
data, see here
union_categorical
has been added for combining categoricals, see here
PeriodIndex
now has its own period
dtype, and changed to be more consistent with other Index
classes. See here
int
and bool
dtypes, see here
Series
no longer ignores the index, see here for an overview of the API changes.Panel4D
and PanelND
. We recommend to represent these types of n-dimensional data with the xarray package.pandas.io.data
, pandas.io.wb
, pandas.tools.rplot
.See the Whatsnew file for more information.
How to get it:
Source tarballs and windows/mac/linux wheels are available on PyPI (thanks to Christoph Gohlke for the windows wheels, and to Matthew Brett for setting up the mac/linux wheels).
Conda packages are already available via the conda-forge channel (conda install pandas -c conda-forge). It will be available on the main channel shortly.
Issues:
Please report any issues on our issue tracker: https://github.com/pydata/pandas/issues
Thanks to all the contributors: