iblrig.raw_data_loaders.bpod_session_data_to_dataframe

iblrig.raw_data_loaders.bpod_session_data_to_dataframe(bpod_data, trials=None)

Convert Bpod session data into a single Pandas DataFrame.

Parameters:

• bpod_data (list of dict) – A list of dictionaries as returned by load_task_jsonable, where each dictionary contains data for a single trial.

• trials (int, list of int, slice, or None, optional) – Specifies which trials to include in the DataFrame. All trials are included by default.

Returns:

A Pandas DataFrame containing event data from the specified trials, with the following columns:

• Timedatetime.timedelta

  timestamp of the event (datetime.timedelta)

• Typestr (categorical)

  type of the event (TrialStart, StateStart, InputEvent, etc.)

• Trialint

  index of the trial, zero-based

• Statestr (categorical)

  name of the state

• Eventstr (categorical)

  name of the event (only for type InputEvent)

• Channelstr (categorical)

  name of the event’s channel (only for a subset of InputEvents)

• Valueint

  value of the event (only for a subset of InputEvents)

Return type:

pd.DataFrame

Parameters:

• bpod_data (list[dict[str, Any]])

• trials (int | list[int] | slice | None)