with enlargement conditionally using numpy() . . . . . . . . . . . . . . . . . . . 423 2.5.17 The query() Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 424 2.5.18 Duplicate 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

with enlargement conditionally using numpy() . . . . . . . . . . . . . . . . . . . . 442 2.5.17 The query() Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 442 2.5.18 Duplicate 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

with enlargement conditionally using numpy() . . . . . . . . . . . . . . . . . . . . 442 2.5.17 The query() Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 442 2.5.18 Duplicate 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

with enlargement conditionally using numpy() . . . . . . . . . . . . . . . . . . . . 444 2.5.17 The query() Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445 2.5.18 Duplicate 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

with enlargement conditionally using numpy() . . . . . . . . . . . . . . . . . . . . 444 2.5.17 The query() Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445 2.5.18 Duplicate 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

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

timezone information would be dropped (GH19995, GH27992) • Compatibility with Python 3.8 in DataFrame.query() (GH27261) • Fix to ensure that tab-completion in an IPython console does not raise warnings for 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

Method and Masking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 352 12.13 The query() Method (Experimental) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 355 12.14 (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 parameter to read_sql function. Specifying this argument will return an iterator through chunks of the query result (GH2908). • Added support for writing datetime.date and datetime.time object columns with

Method and Masking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 427 13.13 The query() Method (Experimental) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 430 13.14 pd.read_csv('data/baseball.csv', index_col='id') # sm.poisson takes (formula, data) In [3]: (bb.query('h > 0') ...: .assign(ln_h = lambda df: np.log(df.h)) ...: .pipe((sm.poisson, 'data'), 'hr ~ ln_h DataFrame to just those with a Sepal Length greater than 5, calculate the ratio, and plot In [5]: (iris.query('SepalLength > 5') ...: .assign(SepalRatio = lambda x: x.SepalWidth / x.SepalLength, ...: PetalRatio

. . . . . . . . . . . . . . . . . 324 2.2.5 Installing using your Linux distribution’s package manager. . . . . . . . . . . . . . . . . . . 325 2.2.6 Installing from source . . . . . . . . . . . . . . . . . . . . . . . . 547 13.14 The query() Method (Experimental) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 550 13.14.1 MultiIndex query() Syntax . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 553 13.14.2 query() Use Cases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 554 13.14.3 query() Python versus pandas Syntax Comparison . .