.. _data_cleaning_general:

``DataCleaningGeneral.json``
============================

Performs standard, general-purpose data cleaning operations.

The process includes the following steps:

- Restrict the data to those measurements that contain at least a specified set of required data rows.
- Restrict the data to entries with non-nan values in specified data rows.

Parameters
----------

- ``required_rows``: The data rows required for the measurements to be kept.
- ``non_nan_rows``: Nan values are not accepted in these rows. Entries with nan values here are dropped.
- ``non_nan_truncate``: More data rows whose parallel entries should also be removed if there is a nan-value in
  another row, e.g., timestamps.

Task Lists
----------
- Main:
    The default operation list.