pandas.io.stata.StataReader.data¶
- StataReader.data(convert_dates=True, convert_categoricals=True, index=None, convert_missing=False, preserve_dtypes=True, columns=None)¶
Reads observations from Stata file, converting them into a dataframe
Parameters : convert_dates : boolean, defaults to True
Convert date variables to DataFrame time values
convert_categoricals : boolean, defaults to True
Read value labels and convert columns to Categorical/Factor variables
index : identifier of index column
identifier of column that should be used as index of the DataFrame
convert_missing : boolean, defaults to False
Flag indicating whether to convert missing values to their Stata representation. If False, missing values are replaced with nans. If True, columns containing missing values are returned with object data types and missing values are represented by StataMissingValue objects.
preserve_dtypes : boolean, defaults to True
Preserve Stata datatypes. If False, numeric data are upcast to pandas default types for foreign data (float64 or int64)
columns : list or None
Columns to retain. Columns will be returned in the given order. None returns all columns
Returns : y : DataFrame instance