interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2850 4.13.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2851 4.13.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross- platform and language agnostic (it can play here. Versions 2.7, 3.5 and 3.6 include pandas. Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. 1.4. Tutorials

interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2852 4.13.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2853 4.13.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross- platform and language agnostic (it can play here. Versions 2.7, 3.5 and 3.6 include pandas. Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. 1.4. Tutorials

interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3020 4.11.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3021 4.11.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross- platform and language agnostic (it can play here. Versions 2.7, 3.5 and 3.6 include pandas. Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. 1.4. Tutorials

interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2678 4.13.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2678 4.13.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross-platform and language agnostic (it can play Python data analysis toolkit, Release 1.3.2 Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. Distribu-

interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2757 4.13.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2758 4.13.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross- platform and language agnostic (it can play here. Versions 2.7, 3.5 and 3.6 include pandas. Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. 1.4. Tutorials

interoperability . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2757 4.13.5 Block manager rewrite . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2758 4.13.6 Decoupling with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross- platform and language agnostic (it can play here. Versions 2.7, 3.5 and 3.6 include pandas. Installing using your Linux distribution’s package manager. The commands in this table will install pandas for Python 3 from your distribution. 1.4. Tutorials

with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross-platform and language agnostic (it can play here. Versions 2.7 and 3.5 include pandas. 2.2.5 Installing using your Linux distributions package manager. The commands in this table will install pandas for Python 3 from your distribution. To install ile.xls') df = pd.read_excel(xlsx, 'Sheet1') The ExcelFile class can also be used as a context manager. with pd.ExcelFile('path_to_file.xls') as xls: df1 = pd.read_excel(xls, 'Sheet1') df2 = pd.read_excel(xls

(GH8325). • Series now works with map objects the same way as generators (GH8909). • Added context manager to HDFStore for automatic closing (GH8791). • to_datetime gains an exact keyword to allow for a failed for pre-0.14.1 containers with dup items trying to avoid ambiguity when matching block and manager items, when there’s only one block there’s no ambiguity (GH7794) • Bug in putting a PeriodIndex with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross-platform and language agnostic (it can play

(GH8325). • Series now works with map objects the same way as generators (GH8909). • Added context manager to HDFStore for automatic closing (GH8791). • to_datetime gains an exact keyword to allow for a failed for pre-0.14.1 containers with dup items trying to avoid ambiguity when matching block and manager items, when there’s only one block there’s no ambiguity (GH7794) • Bug in putting a PeriodIndex with Miniconda may be a better solution. Conda is the package manager that the Anaconda distribution is built upon. It is a package manager that is both cross-platform and language agnostic (it can play

. . . . . . . . . . . . . . . . . 322 2.2.5 Installing using your Linux distribution’s package manager. . . . . . . . . . . . . . . . . . . 323 2.2.6 Installing from source . . . . . . . . . . . . . non-pandas code in the ap- plication. Starting with 0.19.0, pandas will use the numpy.errstate context manager to silence these warnings in a more fine-grained manner, only around where these operations are actually (GH8325). • Series now works with map objects the same way as generators (GH8909). • Added context manager to HDFStore for automatic closing (GH8791). • to_datetime gains an exact keyword to allow for a