MatrixReport#

class caf.toolkit.pandas_utils.MatrixReport(matrix, *, translation_factors=None, translation_from_col=None, translation_to_col=None, translation_factors_col=None)[source]#

Creates a high level summary of a matrix and its trip ends.

Parameters:

matrix (pd.DataFrame) – The matrix to be summarised.
translation (Optional[pd.DataFrame], optional) – A translation matrix to be applied to the matrix,. If None no translations is applied, by default None.
translation_from_col (Optional[str], optional) – The column in the translation matrix to translate from, by default None.
translation_to_col (Optional[str], optional) – The column in the translation matrix to translate to, by default None.
translation_factors_col (Optional[str], optional) – The column in the translation matrix to use as factors, by default None.
translation_factors (Optional[pd.DataFrame])

See also

from_file, write_to_excel

Attributes

`column_sum`	The column sums of the matrix.
`describe`	High level statistics on the original and, if provided, sectorised matrix.
`distribution`	Distribution if trip_length_distribution has been called, otherwise none.
`row_sum`	The row sums of the matrix.
`sector_matrix`	Sector matrix if translation vector provided, otherwise none.
`trip_ends`	The row and column sums of the matrix.

Methods

`__init__`(matrix, *[, translation_factors, ...])
`from_file`(path, *[, translation_path, ...])	Create an instance of MatrixReport from file paths.
`trip_length_distribution`(cost_matrix, bins)	Calculate a distribution from the matrix passed on initilisation.
`write_to_excel`(writer[, label, ...])	Write the report to an Excel file.

Attributes Documentation

column_sum#: The column sums of the matrix.

describe#: High level statistics on the original and, if provided, sectorised matrix.

distribution#: Distribution if trip_length_distribution has been called, otherwise none.

row_sum#: The row sums of the matrix.

sector_matrix#: Sector matrix if translation vector provided, otherwise none.

trip_ends#: The row and column sums of the matrix.