users. You can see more complex recipes in the Cookbook. Customarily, we import as follows: In [1]: import numpy as np In [2]: import pandas as pd 3.2.1 Object creation See the Data Structure Intro section second argument, data. We pass in the function, keyword pair (sm.ols, 'data') to pipe: In [138]: import statsmodels.formula.api as sm In [139]: bb = pd.read_csv('data/baseball.csv', index_col='id') In a custom describe function, similar to the built in describe function. In [170]: from functools import partial In [171]: q_25 = partial(pd.Series.quantile, q=0.25) In [172]: q_25.__name__ = '25%' In

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2326 3.13.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2327 3.14 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2326 3.13.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2327 3.14 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2595 3.12.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2595 3.13 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2595 3.12.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2595 3.13 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2518 3.12.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2519 3.13 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

(GH30588) • The pandas.np submodule is now deprecated. Import numpy directly instead (GH30296) • The pandas.datetime class is now deprecated. Import from datetime instead (GH30610) • diff will raise a matplotlib directly rather than plot(). To use pandas formatters with a matplotlib plot, specify >>> import pandas as pd >>> pd.options.plotting.matplotlib.register_converters = True 1.7. Removal of prior users. You can see more complex recipes in the Cookbook. Customarily, we import as follows: In [1]: import numpy as np In [2]: import pandas as pd 2.3.1 Object creation See the Data Structure Intro section

installing pandas-datareader, you can easily change your imports: from pandas.io import data, wb becomes from pandas_datareader import data, wb Highlights include: • Release the Global Interpreter Lock (GIL) 17.0 (October 9, 2015) 17 pandas: powerful Python data analysis toolkit, Release 0.17.0 In [66]: import pandas.tseries.offsets as offsets In [67]: Timestamp.now() Out[67]: Timestamp('2015-10-09 20:59:45 a tuple of (function, keyword) indicating where the DataFrame should flow. For example: In [1]: import statsmodels.formula.api as sm In [2]: bb = pd.read_csv('data/baseball.csv', index_col='id') # sm

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2374 3.12.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2375 3.13 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2368 3.12.5 Style export and import . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2369 3.13 Plotting . list of directories it searches through, to find packages. You can obtain these directories with: import sys sys.path One way you could be encountering this error is if you have multiple Python installations does pandas handle? I want to start using pandas In [1]: import pandas as pd To load the pandas package and start working with it, import the package. The community agreed alias for pandas is pd, so