def load(as_pandas=None):
"""Load the texas data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset
See DATASET_PROPOSAL.txt for more information.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""Load the anes96 data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the star98 data and returns a Dataset class instance.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Load instance:
a class of the data with array attrbutes 'endog' and 'exog'
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the statecrime data and return a Dataset class instance.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas,
retain_index=True)
def load(as_pandas=None):
"""
Load the El Nino data and return a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset
See DATASET_PROPOSAL.txt for more information.
Notes
-----
The elnino Dataset instance does not contain endog and exog attributes.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the EU Electrical Equipment manufacturing data into a Dataset class
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
The Dataset instance does not contain endog and exog attributes.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the El Nino data and return a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
The elnino Dataset instance does not contain endog and exog attributes.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Loads the RAND HIE data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset
See DATASET_PROPOSAL.txt for more information.
Notes
-----
endog - response variable, mdvis
exog - design
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Loads the RAND HIE data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
endog - response variable, mdvis
exog - design
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Loads the Grunfeld data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset
See DATASET_PROPOSAL.txt for more information.
Notes
-----
raw_data has the firm variable expanded to dummy variables for each
firm (ie., there is no reference dummy)
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Loads the Grunfeld data and returns a Dataset class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
-------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
raw_data has the firm variable expanded to dummy variables for each
firm (ie., there is no reference dummy)
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the yearly sunspot data and returns a data class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
--------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
This dataset only contains data for one variable, so the attributes
data, raw_data, and endog are all the same variable. There is no exog
attribute defined.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
def load(as_pandas=None):
"""
Load the yearly sunspot data and returns a data class.
Parameters
----------
as_pandas : bool
Flag indicating whether to return pandas DataFrames and Series
or numpy recarrays and arrays. If True, returns pandas.
Returns
--------
Dataset instance:
See DATASET_PROPOSAL.txt for more information.
Notes
-----
This dataset only contains data for one variable, so the attributes
data, raw_data, and endog are all the same variable. There is no exog
attribute defined.
"""
return du.as_numpy_dataset(load_pandas(), as_pandas=as_pandas)
