Catalog.bin_magnitudes#

Catalog.bin_magnitudes(delta_m: float = None, inplace: bool = False) → Catalog | None#

Rounds values in the magnitude column of the catalog to a given precision delta_m.

Parameters:

  • delta_m – The size of the bins to round the magnitudes to.

  • inplace – Whether to perform the operation in place on the data.

Returns:

catalog – Catalog with rounded magnitudes.

Examples

>>> import pandas as pd
>>> from seismostats import Catalog
>>> cat = Catalog.from_dict({
...     'longitude': [42.35, 1.35, 2.35],
...     'latitude': [3.34444, 5.135, 2.134],
...     'magnitude': [1.02, 2.53, 3.99]
...     })
>>> cat.bin_magnitudes(delta_m=0.1)

    longitude   latitude  magnitude
0       42.35    3.34444        1.0
1        1.35    5.13500        2.5
2        2.35    2.13400        4.0