Datasets:

bermejo4
/

TiresiasDatasets

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The dataset generation failed because of a cast error

Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 1 new columns ({'latitude_diff'}) and 1 missing columns ({'altitude_diff'}).

This happened while the csv dataset builder was generating data using

hf://datasets/bermejo4/TiresiasDatasets/data_with_lags_latitude_diff.csv (at revision 0bd7360709aaf77f2b8711b0c17dff49c0776a78)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              time_diff: double
              latitude_diff_prev: double
              longitude_diff_prev: double
              altitude_diff_prev: double
              time_diff_prev: double
              Accelerometer_x_count: int64
              Accelerometer_x_sum: double
              Accelerometer_x_mean: double
              Accelerometer_x_std: double
              Accelerometer_x_min: double
              Accelerometer_x_max: double
              Accelerometer_x_ptp: double
              Accelerometer_x_median: double
              Accelerometer_x_q25: double
              Accelerometer_x_q75: double
              Accelerometer_x_fft1: double
              Accelerometer_x_fft2: double
              Accelerometer_x_fft3: double
              Accelerometer_y_count: int64
              Accelerometer_y_sum: double
              Accelerometer_y_mean: double
              Accelerometer_y_std: double
              Accelerometer_y_min: double
              Accelerometer_y_max: double
              Accelerometer_y_ptp: double
              Accelerometer_y_median: double
              Accelerometer_y_q25: double
              Accelerometer_y_q75: double
              Accelerometer_y_fft1: double
              Accelerometer_y_fft2: double
              Accelerometer_y_fft3: double
              Accelerometer_z_count: int64
              Accelerometer_z_sum: double
              Accelerometer_z_mean: double
              Accelerometer_z_std: double
              Accelerometer_z_min: double
              Accelerometer_z_max: double
              Accelerometer_z_ptp: double
              Accelerometer_z_median: double
              Accelerometer_z_q25: double
              Accelerometer_z_q75: double
              Accelerometer_z_fft1: double
              Accelerometer_z_fft2: double
              Accelerometer_z_fft3: double
              MagneticField_x_count: int64
              MagneticField_x_sum: double
              MagneticField_x_mean: double
              MagneticField_x_std: double
              MagneticField_x_min: double
              MagneticField_x_max: double
              MagneticField_x_ptp: double
              MagneticField_x_median: double
              MagneticField_x_q25: double
              Magn
              ...
               double
              GameRotationVector_y_prev_min: double
              GameRotationVector_y_prev_max: double
              GameRotationVector_y_prev_ptp: double
              GameRotationVector_y_prev_median: double
              GameRotationVector_y_prev_q25: double
              GameRotationVector_y_prev_q75: double
              GameRotationVector_y_prev_fft1: double
              GameRotationVector_y_prev_fft2: double
              GameRotationVector_y_prev_fft3: double
              GameRotationVector_z_prev_count: int64
              GameRotationVector_z_prev_sum: double
              GameRotationVector_z_prev_mean: double
              GameRotationVector_z_prev_std: double
              GameRotationVector_z_prev_min: double
              GameRotationVector_z_prev_max: double
              GameRotationVector_z_prev_ptp: double
              GameRotationVector_z_prev_median: double
              GameRotationVector_z_prev_q25: double
              GameRotationVector_z_prev_q75: double
              GameRotationVector_z_prev_fft1: double
              GameRotationVector_z_prev_fft2: double
              GameRotationVector_z_prev_fft3: double
              GameRotationVector_v3_prev_count: int64
              GameRotationVector_v3_prev_sum: double
              GameRotationVector_v3_prev_mean: double
              GameRotationVector_v3_prev_std: double
              GameRotationVector_v3_prev_min: double
              GameRotationVector_v3_prev_max: double
              GameRotationVector_v3_prev_ptp: double
              GameRotationVector_v3_prev_median: double
              GameRotationVector_v3_prev_q25: double
              GameRotationVector_v3_prev_q75: double
              GameRotationVector_v3_prev_fft1: double
              GameRotationVector_v3_prev_fft2: double
              GameRotationVector_v3_prev_fft3: double
              latitude_diff: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 103259
              to
              {'time_diff': Value('float64'), 'latitude_diff_prev': Value('float64'), 'longitude_diff_prev': Value('float64'), 'altitude_diff_prev': Value('float64'), 'time_diff_prev': Value('float64'), 'Accelerometer_x_count': Value('int64'), 'Accelerometer_x_sum': Value('float64'), 'Accelerometer_x_mean': Value('float64'), 'Accelerometer_x_std': Value('float64'), 'Accelerometer_x_min': Value('float64'), 'Accelerometer_x_max': Value('float64'), 'Accelerometer_x_ptp': Value('float64'), 'Accelerometer_x_median': Value('float64'), 'Accelerometer_x_q25': Value('float64'), 'Accelerometer_x_q75': Value('float64'), 'Accelerometer_x_fft1': Value('float64'), 'Accelerometer_x_fft2': Value('float64'), 'Accelerometer_x_fft3': Value('float64'), 'Accelerometer_y_count': Value('int64'), 'Accelerometer_y_sum': Value('float64'), 'Accelerometer_y_mean': Value('float64'), 'Accelerometer_y_std': Value('float64'), 'Accelerometer_y_min': Value('float64'), 'Accelerometer_y_max': Value('float64'), 'Accelerometer_y_ptp': Value('float64'), 'Accelerometer_y_median': Value('float64'), 'Accelerometer_y_q25': Value('float64'), 'Accelerometer_y_q75': Value('float64'), 'Accelerometer_y_fft1': Value('float64'), 'Accelerometer_y_fft2': Value('float64'), 'Accelerometer_y_fft3': Value('float64'), 'Accelerometer_z_count': Value('int64'), 'Accelerometer_z_sum': Value('float64'), 'Accelerometer_z_mean': Value('float64'), 'Accelerometer_z_std': Value('float64'), 'Accelerometer_z_min': Value('float64'), 'Accelerometer_z_max': Va
              ...
              oat64'), 'GameRotationVector_y_prev_fft2': Value('float64'), 'GameRotationVector_y_prev_fft3': Value('float64'), 'GameRotationVector_z_prev_count': Value('int64'), 'GameRotationVector_z_prev_sum': Value('float64'), 'GameRotationVector_z_prev_mean': Value('float64'), 'GameRotationVector_z_prev_std': Value('float64'), 'GameRotationVector_z_prev_min': Value('float64'), 'GameRotationVector_z_prev_max': Value('float64'), 'GameRotationVector_z_prev_ptp': Value('float64'), 'GameRotationVector_z_prev_median': Value('float64'), 'GameRotationVector_z_prev_q25': Value('float64'), 'GameRotationVector_z_prev_q75': Value('float64'), 'GameRotationVector_z_prev_fft1': Value('float64'), 'GameRotationVector_z_prev_fft2': Value('float64'), 'GameRotationVector_z_prev_fft3': Value('float64'), 'GameRotationVector_v3_prev_count': Value('int64'), 'GameRotationVector_v3_prev_sum': Value('float64'), 'GameRotationVector_v3_prev_mean': Value('float64'), 'GameRotationVector_v3_prev_std': Value('float64'), 'GameRotationVector_v3_prev_min': Value('float64'), 'GameRotationVector_v3_prev_max': Value('float64'), 'GameRotationVector_v3_prev_ptp': Value('float64'), 'GameRotationVector_v3_prev_median': Value('float64'), 'GameRotationVector_v3_prev_q25': Value('float64'), 'GameRotationVector_v3_prev_q75': Value('float64'), 'GameRotationVector_v3_prev_fft1': Value('float64'), 'GameRotationVector_v3_prev_fft2': Value('float64'), 'GameRotationVector_v3_prev_fft3': Value('float64'), 'altitude_diff': Value('float64')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1456, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1055, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 1 new columns ({'latitude_diff'}) and 1 missing columns ({'altitude_diff'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/bermejo4/TiresiasDatasets/data_with_lags_latitude_diff.csv (at revision 0bd7360709aaf77f2b8711b0c17dff49c0776a78)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

time_diff float64	latitude_diff_prev float64	longitude_diff_prev float64	altitude_diff_prev float64	time_diff_prev float64	Accelerometer_x_count int64	Accelerometer_x_sum float64	Accelerometer_x_mean float64	Accelerometer_x_std float64	Accelerometer_x_min float64	Accelerometer_x_max float64	Accelerometer_x_ptp float64	Accelerometer_x_median float64	Accelerometer_x_q25 float64	Accelerometer_x_q75 float64	Accelerometer_x_fft1 float64	Accelerometer_x_fft2 float64	Accelerometer_x_fft3 float64	Accelerometer_y_count int64	Accelerometer_y_sum float64	Accelerometer_y_mean float64	Accelerometer_y_std float64	Accelerometer_y_min float64	Accelerometer_y_max float64	Accelerometer_y_ptp float64	Accelerometer_y_median float64	Accelerometer_y_q25 float64	Accelerometer_y_q75 float64	Accelerometer_y_fft1 float64	Accelerometer_y_fft2 float64	Accelerometer_y_fft3 float64	Accelerometer_z_count int64	Accelerometer_z_sum float64	Accelerometer_z_mean float64	Accelerometer_z_std float64	Accelerometer_z_min float64	Accelerometer_z_max float64	Accelerometer_z_ptp float64	Accelerometer_z_median float64	Accelerometer_z_q25 float64	Accelerometer_z_q75 float64	Accelerometer_z_fft1 float64	Accelerometer_z_fft2 float64	Accelerometer_z_fft3 float64	MagneticField_x_count int64	MagneticField_x_sum float64	MagneticField_x_mean float64	MagneticField_x_std float64	MagneticField_x_min float64	MagneticField_x_max float64	MagneticField_x_ptp float64	MagneticField_x_median float64	MagneticField_x_q25 float64	MagneticField_x_q75 float64	MagneticField_x_fft1 float64	MagneticField_x_fft2 float64	MagneticField_x_fft3 float64	MagneticField_y_count int64	MagneticField_y_sum float64	MagneticField_y_mean float64	MagneticField_y_std float64	MagneticField_y_min float64	MagneticField_y_max float64	MagneticField_y_ptp float64	MagneticField_y_median float64	MagneticField_y_q25 float64	MagneticField_y_q75 float64	MagneticField_y_fft1 float64	MagneticField_y_fft2 float64	MagneticField_y_fft3 float64	MagneticField_z_count int64	MagneticField_z_sum float64	MagneticField_z_mean float64	MagneticField_z_std float64	MagneticField_z_min float64	MagneticField_z_max float64	MagneticField_z_ptp float64	MagneticField_z_median float64	MagneticField_z_q25 float64	MagneticField_z_q75 float64	MagneticField_z_fft1 float64	MagneticField_z_fft2 float64	MagneticField_z_fft3 float64	Gyroscope_x_count int64	Gyroscope_x_sum float64	Gyroscope_x_mean float64	Gyroscope_x_std float64	Gyroscope_x_min float64	Gyroscope_x_max float64	Gyroscope_x_ptp float64	Gyroscope_x_median float64	Gyroscope_x_q25 float64	Gyroscope_x_q75 float64	Gyroscope_x_fft1 float64	Gyroscope_x_fft2 float64	Gyroscope_x_fft3 float64	Gyroscope_y_count int64	Gyroscope_y_sum float64	Gyroscope_y_mean float64	Gyroscope_y_std float64	Gyroscope_y_min float64	Gyroscope_y_max float64	Gyroscope_y_ptp float64	Gyroscope_y_median float64	Gyroscope_y_q25 float64	Gyroscope_y_q75 float64	Gyroscope_y_fft1 float64	Gyroscope_y_fft2 float64	Gyroscope_y_fft3 float64	Gyroscope_z_count int64	Gyroscope_z_sum float64	Gyroscope_z_mean float64	Gyroscope_z_std float64	Gyroscope_z_min float64	Gyroscope_z_max float64	Gyroscope_z_ptp float64	Gyroscope_z_median float64	Gyroscope_z_q25 float64	Gyroscope_z_q75 float64	Gyroscope_z_fft1 float64	Gyroscope_z_fft2 float64	Gyroscope_z_fft3 float64	Orientation_x_count int64	Orientation_x_sum float64	Orientation_x_mean float64	Orientation_x_std float64	Orientation_x_min float64	Orientation_x_max float64	Orientation_x_ptp float64	Orientation_x_median float64	Orientation_x_q25 float64	Orientation_x_q75 float64	Orientation_x_fft1 float64	Orientation_x_fft2 float64	Orientation_x_fft3 float64	Orientation_y_count int64	Orientation_y_sum float64	Orientation_y_mean float64	Orientation_y_std float64	Orientation_y_min float64	Orientation_y_max float64	Orientation_y_ptp float64	Orientation_y_median float64	Orientation_y_q25 float64	Orientation_y_q75 float64	Orientation_y_fft1 float64	Orientation_y_fft2 float64	Orientation_y_fft3 float64	Orientation_z_count int64	Orientation_z_sum float64	Orientation_z_mean float64	Orientation_z_std float64	Orientation_z_min float64	Orientation_z_max float64	Orientation_z_ptp float64	Orientation_z_median float64	Orientation_z_q25 float64	Orientation_z_q75 float64	Orientation_z_fft1 float64	Orientation_z_fft2 float64	Orientation_z_fft3 float64	Gravity_x_count int64	Gravity_x_sum float64	Gravity_x_mean float64	Gravity_x_std float64	Gravity_x_min float64	Gravity_x_max float64	Gravity_x_ptp float64	Gravity_x_median float64	Gravity_x_q25 float64	Gravity_x_q75 float64	Gravity_x_fft1 float64	Gravity_x_fft2 float64	Gravity_x_fft3 float64	Gravity_y_count int64	Gravity_y_sum float64	Gravity_y_mean float64	Gravity_y_std float64	Gravity_y_min float64	Gravity_y_max float64	Gravity_y_ptp float64	Gravity_y_median float64	Gravity_y_q25 float64	Gravity_y_q75 float64	Gravity_y_fft1 float64	Gravity_y_fft2 float64	Gravity_y_fft3 float64	Gravity_z_count int64	Gravity_z_sum float64	Gravity_z_mean float64	Gravity_z_std float64	Gravity_z_min float64	Gravity_z_max float64	Gravity_z_ptp float64	Gravity_z_median float64	Gravity_z_q25 float64	Gravity_z_q75 float64	Gravity_z_fft1 float64	Gravity_z_fft2 float64	Gravity_z_fft3 float64	LinearAcceleration_x_count int64	LinearAcceleration_x_sum float64	LinearAcceleration_x_mean float64	LinearAcceleration_x_std float64	LinearAcceleration_x_min float64	LinearAcceleration_x_max float64	LinearAcceleration_x_ptp float64	LinearAcceleration_x_median float64	LinearAcceleration_x_q25 float64	LinearAcceleration_x_q75 float64	LinearAcceleration_x_fft1 float64	LinearAcceleration_x_fft2 float64	LinearAcceleration_x_fft3 float64	LinearAcceleration_y_count int64	LinearAcceleration_y_sum float64	LinearAcceleration_y_mean float64	LinearAcceleration_y_std float64	LinearAcceleration_y_min float64	LinearAcceleration_y_max float64	LinearAcceleration_y_ptp float64	LinearAcceleration_y_median float64	LinearAcceleration_y_q25 float64	LinearAcceleration_y_q75 float64	LinearAcceleration_y_fft1 float64	LinearAcceleration_y_fft2 float64	LinearAcceleration_y_fft3 float64	LinearAcceleration_z_count int64	LinearAcceleration_z_sum float64	LinearAcceleration_z_mean float64	LinearAcceleration_z_std float64	LinearAcceleration_z_min float64	LinearAcceleration_z_max float64	LinearAcceleration_z_ptp float64	LinearAcceleration_z_median float64	LinearAcceleration_z_q25 float64	LinearAcceleration_z_q75 float64	LinearAcceleration_z_fft1 float64	LinearAcceleration_z_fft2 float64	LinearAcceleration_z_fft3 float64	RotationVector_x_count int64	RotationVector_x_sum float64	RotationVector_x_mean float64	RotationVector_x_std float64	RotationVector_x_min float64	RotationVector_x_max float64	RotationVector_x_ptp float64	RotationVector_x_median float64	RotationVector_x_q25 float64	RotationVector_x_q75 float64	RotationVector_x_fft1 float64	RotationVector_x_fft2 float64	RotationVector_x_fft3 float64	RotationVector_y_count int64	RotationVector_y_sum float64	RotationVector_y_mean float64	RotationVector_y_std float64	RotationVector_y_min float64	RotationVector_y_max float64	RotationVector_y_ptp float64	RotationVector_y_median float64	RotationVector_y_q25 float64	RotationVector_y_q75 float64	RotationVector_y_fft1 float64	RotationVector_y_fft2 float64	RotationVector_y_fft3 float64	RotationVector_z_count int64	RotationVector_z_sum float64	RotationVector_z_mean float64	RotationVector_z_std float64	RotationVector_z_min float64	RotationVector_z_max float64	RotationVector_z_ptp float64	RotationVector_z_median float64	RotationVector_z_q25 float64	RotationVector_z_q75 float64	RotationVector_z_fft1 float64	RotationVector_z_fft2 float64	RotationVector_z_fft3 float64	RotationVector_v3_count int64	RotationVector_v3_sum float64	RotationVector_v3_mean float64	RotationVector_v3_std float64	RotationVector_v3_min float64	RotationVector_v3_max float64	RotationVector_v3_ptp float64	RotationVector_v3_median float64	RotationVector_v3_q25 float64	RotationVector_v3_q75 float64	RotationVector_v3_fft1 float64	RotationVector_v3_fft2 float64	RotationVector_v3_fft3 float64	RotationVector_v4_count int64	GameRotationVector_x_count int64	GameRotationVector_x_sum float64	GameRotationVector_x_mean float64	GameRotationVector_x_std float64	GameRotationVector_x_min float64	GameRotationVector_x_max float64	GameRotationVector_x_ptp float64	GameRotationVector_x_median float64	GameRotationVector_x_q25 float64	GameRotationVector_x_q75 float64	GameRotationVector_x_fft1 float64	GameRotationVector_x_fft2 float64	GameRotationVector_x_fft3 float64	GameRotationVector_y_count int64	GameRotationVector_y_sum float64	GameRotationVector_y_mean float64	GameRotationVector_y_std float64	GameRotationVector_y_min float64	GameRotationVector_y_max float64	GameRotationVector_y_ptp float64	GameRotationVector_y_median float64	GameRotationVector_y_q25 float64	GameRotationVector_y_q75 float64	GameRotationVector_y_fft1 float64	GameRotationVector_y_fft2 float64	GameRotationVector_y_fft3 float64	GameRotationVector_z_count int64	GameRotationVector_z_sum float64	GameRotationVector_z_mean float64	GameRotationVector_z_std float64	GameRotationVector_z_min float64	GameRotationVector_z_max float64	GameRotationVector_z_ptp float64	GameRotationVector_z_median float64	GameRotationVector_z_q25 float64	GameRotationVector_z_q75 float64	GameRotationVector_z_fft1 float64	GameRotationVector_z_fft2 float64	GameRotationVector_z_fft3 float64	GameRotationVector_v3_count int64	GameRotationVector_v3_sum float64	GameRotationVector_v3_mean float64	GameRotationVector_v3_std float64	GameRotationVector_v3_min float64	GameRotationVector_v3_max float64	GameRotationVector_v3_ptp float64	GameRotationVector_v3_median float64	GameRotationVector_v3_q25 float64	GameRotationVector_v3_q75 float64	GameRotationVector_v3_fft1 float64	GameRotationVector_v3_fft2 float64	GameRotationVector_v3_fft3 float64	Accelerometer_x_prev_count int64	Accelerometer_x_prev_sum float64	Accelerometer_x_prev_mean float64	Accelerometer_x_prev_std float64	Accelerometer_x_prev_min float64	Accelerometer_x_prev_max float64	Accelerometer_x_prev_ptp float64	Accelerometer_x_prev_median float64	Accelerometer_x_prev_q25 float64	Accelerometer_x_prev_q75 float64	Accelerometer_x_prev_fft1 float64	Accelerometer_x_prev_fft2 float64	Accelerometer_x_prev_fft3 float64	Accelerometer_y_prev_count int64	Accelerometer_y_prev_sum float64	Accelerometer_y_prev_mean float64	Accelerometer_y_prev_std float64	Accelerometer_y_prev_min float64	Accelerometer_y_prev_max float64	Accelerometer_y_prev_ptp float64	Accelerometer_y_prev_median float64	Accelerometer_y_prev_q25 float64	Accelerometer_y_prev_q75 float64	Accelerometer_y_prev_fft1 float64	Accelerometer_y_prev_fft2 float64	Accelerometer_y_prev_fft3 float64	Accelerometer_z_prev_count int64	Accelerometer_z_prev_sum float64	Accelerometer_z_prev_mean float64	Accelerometer_z_prev_std float64	Accelerometer_z_prev_min float64	Accelerometer_z_prev_max float64	Accelerometer_z_prev_ptp float64	Accelerometer_z_prev_median float64	Accelerometer_z_prev_q25 float64	Accelerometer_z_prev_q75 float64	Accelerometer_z_prev_fft1 float64	Accelerometer_z_prev_fft2 float64	Accelerometer_z_prev_fft3 float64	MagneticField_x_prev_count int64	MagneticField_x_prev_sum float64	MagneticField_x_prev_mean float64	MagneticField_x_prev_std float64	MagneticField_x_prev_min float64	MagneticField_x_prev_max float64	MagneticField_x_prev_ptp float64	MagneticField_x_prev_median float64	MagneticField_x_prev_q25 float64	MagneticField_x_prev_q75 float64	MagneticField_x_prev_fft1 float64	MagneticField_x_prev_fft2 float64	MagneticField_x_prev_fft3 float64	MagneticField_y_prev_count int64	MagneticField_y_prev_sum float64	MagneticField_y_prev_mean float64	MagneticField_y_prev_std float64	MagneticField_y_prev_min float64	MagneticField_y_prev_max float64	MagneticField_y_prev_ptp float64	MagneticField_y_prev_median float64	MagneticField_y_prev_q25 float64	MagneticField_y_prev_q75 float64	MagneticField_y_prev_fft1 float64	MagneticField_y_prev_fft2 float64	MagneticField_y_prev_fft3 float64	MagneticField_z_prev_count int64	MagneticField_z_prev_sum float64	MagneticField_z_prev_mean float64	MagneticField_z_prev_std float64	MagneticField_z_prev_min float64	MagneticField_z_prev_max float64	MagneticField_z_prev_ptp float64	MagneticField_z_prev_median float64	MagneticField_z_prev_q25 float64	MagneticField_z_prev_q75 float64	MagneticField_z_prev_fft1 float64	MagneticField_z_prev_fft2 float64	MagneticField_z_prev_fft3 float64	Gyroscope_x_prev_count int64	Gyroscope_x_prev_sum float64	Gyroscope_x_prev_mean float64	Gyroscope_x_prev_std float64	Gyroscope_x_prev_min float64	Gyroscope_x_prev_max float64	Gyroscope_x_prev_ptp float64	Gyroscope_x_prev_median float64	Gyroscope_x_prev_q25 float64	Gyroscope_x_prev_q75 float64	Gyroscope_x_prev_fft1 float64	Gyroscope_x_prev_fft2 float64	Gyroscope_x_prev_fft3 float64	Gyroscope_y_prev_count int64	Gyroscope_y_prev_sum float64	Gyroscope_y_prev_mean float64	Gyroscope_y_prev_std float64	Gyroscope_y_prev_min float64	Gyroscope_y_prev_max float64	Gyroscope_y_prev_ptp float64	Gyroscope_y_prev_median float64	Gyroscope_y_prev_q25 float64	Gyroscope_y_prev_q75 float64	Gyroscope_y_prev_fft1 float64	Gyroscope_y_prev_fft2 float64	Gyroscope_y_prev_fft3 float64	Gyroscope_z_prev_count int64	Gyroscope_z_prev_sum float64	Gyroscope_z_prev_mean float64	Gyroscope_z_prev_std float64	Gyroscope_z_prev_min float64	Gyroscope_z_prev_max float64	Gyroscope_z_prev_ptp float64	Gyroscope_z_prev_median float64	Gyroscope_z_prev_q25 float64	Gyroscope_z_prev_q75 float64	Gyroscope_z_prev_fft1 float64	Gyroscope_z_prev_fft2 float64	Gyroscope_z_prev_fft3 float64	Orientation_x_prev_count int64	Orientation_x_prev_sum float64	Orientation_x_prev_mean float64	Orientation_x_prev_std float64	Orientation_x_prev_min float64	Orientation_x_prev_max float64	Orientation_x_prev_ptp float64	Orientation_x_prev_median float64	Orientation_x_prev_q25 float64	Orientation_x_prev_q75 float64	Orientation_x_prev_fft1 float64	Orientation_x_prev_fft2 float64	Orientation_x_prev_fft3 float64	Orientation_y_prev_count int64	Orientation_y_prev_sum float64	Orientation_y_prev_mean float64	Orientation_y_prev_std float64	Orientation_y_prev_min float64	Orientation_y_prev_max float64	Orientation_y_prev_ptp float64	Orientation_y_prev_median float64	Orientation_y_prev_q25 float64	Orientation_y_prev_q75 float64	Orientation_y_prev_fft1 float64	Orientation_y_prev_fft2 float64	Orientation_y_prev_fft3 float64	Orientation_z_prev_count int64	Orientation_z_prev_sum float64	Orientation_z_prev_mean float64	Orientation_z_prev_std float64	Orientation_z_prev_min float64	Orientation_z_prev_max float64	Orientation_z_prev_ptp float64	Orientation_z_prev_median float64	Orientation_z_prev_q25 float64	Orientation_z_prev_q75 float64	Orientation_z_prev_fft1 float64	Orientation_z_prev_fft2 float64	Orientation_z_prev_fft3 float64	Gravity_x_prev_count int64	Gravity_x_prev_sum float64	Gravity_x_prev_mean float64	Gravity_x_prev_std float64	Gravity_x_prev_min float64	Gravity_x_prev_max float64	Gravity_x_prev_ptp float64	Gravity_x_prev_median float64	Gravity_x_prev_q25 float64	Gravity_x_prev_q75 float64	Gravity_x_prev_fft1 float64	Gravity_x_prev_fft2 float64	Gravity_x_prev_fft3 float64	Gravity_y_prev_count int64	Gravity_y_prev_sum float64	Gravity_y_prev_mean float64	Gravity_y_prev_std float64	Gravity_y_prev_min float64	Gravity_y_prev_max float64	Gravity_y_prev_ptp float64	Gravity_y_prev_median float64	Gravity_y_prev_q25 float64	Gravity_y_prev_q75 float64	Gravity_y_prev_fft1 float64	Gravity_y_prev_fft2 float64	Gravity_y_prev_fft3 float64	Gravity_z_prev_count int64	Gravity_z_prev_sum float64	Gravity_z_prev_mean float64	Gravity_z_prev_std float64	Gravity_z_prev_min float64	Gravity_z_prev_max float64	Gravity_z_prev_ptp float64	Gravity_z_prev_median float64	Gravity_z_prev_q25 float64	Gravity_z_prev_q75 float64	Gravity_z_prev_fft1 float64	Gravity_z_prev_fft2 float64	Gravity_z_prev_fft3 float64	LinearAcceleration_x_prev_count int64	LinearAcceleration_x_prev_sum float64	LinearAcceleration_x_prev_mean float64	LinearAcceleration_x_prev_std float64	LinearAcceleration_x_prev_min float64	LinearAcceleration_x_prev_max float64	LinearAcceleration_x_prev_ptp float64	LinearAcceleration_x_prev_median float64	LinearAcceleration_x_prev_q25 float64	LinearAcceleration_x_prev_q75 float64	LinearAcceleration_x_prev_fft1 float64	LinearAcceleration_x_prev_fft2 float64	LinearAcceleration_x_prev_fft3 float64	LinearAcceleration_y_prev_count int64	LinearAcceleration_y_prev_sum float64	LinearAcceleration_y_prev_mean float64	LinearAcceleration_y_prev_std float64	LinearAcceleration_y_prev_min float64	LinearAcceleration_y_prev_max float64	LinearAcceleration_y_prev_ptp float64	LinearAcceleration_y_prev_median float64	LinearAcceleration_y_prev_q25 float64	LinearAcceleration_y_prev_q75 float64	LinearAcceleration_y_prev_fft1 float64	LinearAcceleration_y_prev_fft2 float64	LinearAcceleration_y_prev_fft3 float64	LinearAcceleration_z_prev_count int64	LinearAcceleration_z_prev_sum float64	LinearAcceleration_z_prev_mean float64	LinearAcceleration_z_prev_std float64	LinearAcceleration_z_prev_min float64	LinearAcceleration_z_prev_max float64	LinearAcceleration_z_prev_ptp float64	LinearAcceleration_z_prev_median float64	LinearAcceleration_z_prev_q25 float64	LinearAcceleration_z_prev_q75 float64	LinearAcceleration_z_prev_fft1 float64	LinearAcceleration_z_prev_fft2 float64	LinearAcceleration_z_prev_fft3 float64	RotationVector_x_prev_count int64	RotationVector_x_prev_sum float64	RotationVector_x_prev_mean float64	RotationVector_x_prev_std float64	RotationVector_x_prev_min float64	RotationVector_x_prev_max float64	RotationVector_x_prev_ptp float64	RotationVector_x_prev_median float64	RotationVector_x_prev_q25 float64	RotationVector_x_prev_q75 float64	RotationVector_x_prev_fft1 float64	RotationVector_x_prev_fft2 float64	RotationVector_x_prev_fft3 float64	RotationVector_y_prev_count int64	RotationVector_y_prev_sum float64	RotationVector_y_prev_mean float64	RotationVector_y_prev_std float64	RotationVector_y_prev_min float64	RotationVector_y_prev_max float64	RotationVector_y_prev_ptp float64	RotationVector_y_prev_median float64	RotationVector_y_prev_q25 float64	RotationVector_y_prev_q75 float64	RotationVector_y_prev_fft1 float64	RotationVector_y_prev_fft2 float64	RotationVector_y_prev_fft3 float64	RotationVector_z_prev_count int64	RotationVector_z_prev_sum float64	RotationVector_z_prev_mean float64	RotationVector_z_prev_std float64	RotationVector_z_prev_min float64	RotationVector_z_prev_max float64	RotationVector_z_prev_ptp float64	RotationVector_z_prev_median float64	RotationVector_z_prev_q25 float64	RotationVector_z_prev_q75 float64	RotationVector_z_prev_fft1 float64	RotationVector_z_prev_fft2 float64	RotationVector_z_prev_fft3 float64	RotationVector_v3_prev_count int64	RotationVector_v3_prev_sum float64	RotationVector_v3_prev_mean float64	RotationVector_v3_prev_std float64	RotationVector_v3_prev_min float64	RotationVector_v3_prev_max float64	RotationVector_v3_prev_ptp float64	RotationVector_v3_prev_median float64	RotationVector_v3_prev_q25 float64	RotationVector_v3_prev_q75 float64	RotationVector_v3_prev_fft1 float64	RotationVector_v3_prev_fft2 float64	RotationVector_v3_prev_fft3 float64	RotationVector_v4_prev_count int64	GameRotationVector_x_prev_count int64	GameRotationVector_x_prev_sum float64	GameRotationVector_x_prev_mean float64	GameRotationVector_x_prev_std float64	GameRotationVector_x_prev_min float64	GameRotationVector_x_prev_max float64	GameRotationVector_x_prev_ptp float64	GameRotationVector_x_prev_median float64	GameRotationVector_x_prev_q25 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0.270419	0.761898	-0.03399	-0.195531	0.062415	13.259297	5.923488	5.923488	2	0.153961	0.07698	0.004446	0.072534	0.081426	0.008892	0.07698	0.074757	0.079203	0	0	0	2	-0.170565	-0.085282	0.005131	-0.090413	-0.080152	0.010262	-0.085282	-0.087848	-0.082717	0	0	0	2	-1.529182	-0.764591	0.001053	-0.765644	-0.763538	0.002106	-0.764591	-0.765118	-0.764065	0	0	0	2	1.268313	0.634156	0.00004	0.634116	0.634196	0.00008	0.634156	0.634136	0.634176	0	0	0	2	2	0.220326	0.110163	0.005275	0.104888	0.115438	0.01055	0.110163	0.107525	0.1128	0	0	0	2	0.033074	0.016537	0.000679	0.015858	0.017216	0.001358	0.016537	0.016198	0.016877	0	0	0	2	0.210501	0.105251	0.000081	0.105169	0.105332	0.000162	0.105251	0.10521	0.105291	0	0	0	2	1.976345	0.988172	0.000591	0.987581	0.988763	0.001182	0.988172	0.987877	0.988468	0	0	0	-1.800049
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2	4	-0.428586	-0.107146	0.007326	-0.113579	-0.095666	0.017914	-0.10967	-0.113491	-0.103326	0.428586	0.019452	0.019452	4	-2.993006	-0.748251	0.006814	-0.755913	-0.73772	0.018193	-0.749686	-0.753079	-0.744859	2.993006	0.016823	0.016823	4	2.584385	0.646096	0.005575	0.641123	0.655395	0.014272	0.643934	0.642203	0.647826	2.584385	0.013495	0.013495	4	6	0.880479	0.146746	0.012609	0.125448	0.159744	0.034295	0.150958	0.13819	0.157317	0.880479	0.048129	0.048129	6	0.161641	0.02694	0.004726	0.019751	0.033332	0.01358	0.026713	0.023802	0.030904	0.161641	0.016851	0.016851	6	0.713097	0.118849	0.0108	0.106239	0.137829	0.03159	0.115324	0.111277	0.12517	0.713097	0.036897	0.036897	6	5.888891	0.981482	0.003168	0.977243	0.986198	0.008954	0.981409	0.978843	0.983835	5.888891	0.011503	0.011503	-2
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2.002	0.911798	-14.675803	-1	2.009	100	148.749357	1.487494	0.577514	0.361524	2.657564	2.296039	1.545457	0.999579	1.983596	148.749357	26.645917	26.645917	100	206.959583	2.069596	0.208537	1.63524	2.65517	1.01993	2.066196	1.933318	2.195483	206.959583	4.933146	4.933146	100	949.791782	9.497918	0.418367	8.631097	11.2312	2.600103	9.479842	9.209895	9.750985	949.791782	14.212316	14.212316	10	227.050781	22.705078	1.390873	20.3125	24.902344	4.589844	22.65625	21.948242	23.266602	227.050781	6.739874	6.739874	10	132.03125	13.203125	2.260399	9.277344	15.820313	6.542969	14.111328	11.694336	14.892578	132.03125	12.986536	12.986536	10	50.976563	5.097656	0.444953	4.394531	5.957031	1.5625	5.175781	4.785156	5.273438	50.976563	2.734375	1.816852	49	0.424551	0.008664	0.033755	-0.03543	0.088575	0.124006	0	-0.018326	0.024435	0.98902	0.98902	0.424551	49	-0.695165	-0.014187	0.032945	-0.084299	0.052534	0.136834	-0.016493	-0.040317	0.012217	0.695165	0.637932	0.637932	49	-8.061589	-0.164522	0.053169	-0.252287	-0.072693	0.179594	-0.15516	-0.211359	-0.114232	8.061589	1.455484	1.455484	21	6,192.695801	294.890276	6.564331	283.745361	305.587372	21.84201	295.465668	289.503601	300.188293	6,192.695801	75.907207	75.907207	21	-267.33412	-12.730196	0.349082	-13.409508	-11.629041	1.780467	-12.71986	-12.877095	-12.546841	267.33412	2.278221	2.278221	21	206.640214	9.84001	2.261077	5.068509	12.223155	7.154646	10.169734	7.633989	11.957734	206.640214	28.63172	28.63172	13	19.202974	1.477152	0.397716	0.83613	2.07701	1.24088	1.474742	1.167241	1.8221	19.202974	2.989352	2.989352	13	27.776585	2.13666	0.072855	1.959947	2.262325	0.302377	2.137701	2.119406	2.166785	27.776585	0.494679	0.494679	13	122.81743	9.447495	0.066717	9.349132	9.57235	0.223218	9.44297	9.395775	9.483374	122.81743	0.459089	0.459089	100	-8.222245	-0.082222	0.36985	-1.052958	1.062172	2.11513	-0.084537	-0.338878	0.14065	10.724802	10.724802	8.342989	100	-9.521859	-0.095219	0.197398	-0.583515	0.496757	1.080272	-0.089738	-0.226933	0.019724	9.521859	4.902751	4.902751	100	7.165735	0.071657	0.396994	-0.718512	1.767323	2.485835	0.025304	-0.192703	0.298273	10.66423	10.66423	8.87376	15	2.083876	0.138925	0.011386	0.111512	0.151626	0.040115	0.137808	0.133684	0.149088	2.083876	0.089731	0.089731	15	-0.166355	-0.01109	0.010065	-0.025474	0.006102	0.031576	-0.011185	-0.019141	-0.00171	0.166355	0.098748	0.098748	15	7.806523	0.520435	0.04712	0.451248	0.599315	0.148067	0.518618	0.480045	0.559216	7.806523	0.400707	0.400707	15	12.606231	0.840415	0.031227	0.785911	0.885383	0.099472	0.843753	0.815029	0.867183	12.606231	0.264937	0.264937	15	16	-0.345398	-0.021587	0.011911	-0.038522	-0.000081	0.038441	-0.022984	-0.030597	-0.010369	0.345398	0.125206	0.125206	16	-2.20536	-0.137835	0.01137	-0.150096	-0.109297	0.040799	-0.140206	-0.147344	-0.131244	2.20536	0.096051	0.096051	16	-13.994897	-0.874681	0.027357	-0.914575	-0.827692	0.086883	-0.876698	-0.898339	-0.852921	13.994897	0.248142	0.248142	16	7.369113	0.46057	0.048215	0.389366	0.540186	0.15082	0.459144	0.419142	0.499546	7.369113	0.437847	0.437847	99	162.94458	1.645905	0.574271	0.531513	2.932897	2.401384	1.740585	1.201889	2.124854	162.94458	15.626337	15.626337	99	208.398499	2.105035	0.255326	1.331176	2.844312	1.513136	2.121263	1.941698	2.272097	208.398499	5.361274	5.361274	99	937.511923	9.469817	0.605593	8.12592	11.623849	3.497929	9.404425	9.129091	9.743204	937.511923	12.247799	12.247799	13	323.535156	24.88732	0.733644	23.339844	25.976563	2.636719	24.902344	24.511719	25.390625	323.535156	4.827331	4.827331	13	24.414063	1.878005	3.939379	-3.710938	8.59375	12.304688	1.953125	-1.464844	5.273438	29.398209	29.398209	24.414063	13	85.253906	6.557993	0.927909	4.882813	8.496094	3.613281	6.640625	6.152344	6.835938	85.253906	5.076355	5.076355	62	-0.425162	-0.006857	0.026798	-0.050702	0.046426	0.097128	-0.013744	-0.029169	0.018021	0.638419	0.638419	0.635434	62	-3.020118	-0.048712	0.028661	-0.108123	0.017104	0.125227	-0.049786	-0.07086	-0.029169	3.020118	0.635464	0.635464	62	-14.67054	-0.236622	0.017133	-0.258396	-0.192423	0.065973	-0.240681	-0.2474	-0.232892	14.67054	0.461304	0.461304	24	6,443.007111	268.45863	8.023782	255.363159	282.077301	26.714142	268.612885	261.770798	274.933189	6,443.007111	106.671622	106.671622	24	-315.620312	-13.150846	0.347138	-14.014318	-12.708243	1.306075	-13.126801	-13.385265	-12.866581	315.620312	4.522578	4.522578	24	211.504541	8.812689	2.180428	5.682068	12.072415	6.390347	8.269449	6.870524	11.255018	211.504541	31.920631	31.920631	11	15.562553	1.414778	0.323146	0.947141	1.95957	1.012429	1.372969	1.14893	1.669588	15.562553	2.030038	2.030038	11	24.351433	2.213767	0.045776	2.157331	2.289073	0.131742	2.205201	2.174385	2.254576	24.351433	0.284794	0.284794	11	103.866497	9.442409	0.049258	9.349011	9.519279	0.170267	9.445222	9.412722	9.478042	103.866497	0.283208	0.283208	99	22.538008	0.227657	0.51309	-0.65264	1.815223	2.467863	0.209577	-0.131719	0.420614	22.538008	12.953824	12.953824	99	-12.788853	-0.12918	0.26219	-0.852228	0.649154	1.501382	-0.107496	-0.266336	0.017564	12.788853	5.31284	5.31284	99	3.394194	0.034285	0.604191	-1.333016	2.164416	3.497433	-0.025152	-0.328393	0.292262	12.141277	12.141277	12.112089	18	2.396332	0.13313	0.014737	0.106098	0.152185	0.046087	0.132984	0.121497	0.147492	2.396332	0.152339	0.152339	18	0.486712	0.02704	0.023799	-0.011066	0.057357	0.068423	0.03206	0.002875	0.049462	0.486712	0.261317	0.261317	18	12.608923	0.700496	0.052742	0.610555	0.783593	0.173038	0.701648	0.659573	0.744156	12.608923	0.524798	0.524798	18	12.531261	0.696181	0.051164	0.609455	0.777164	0.167709	0.699196	0.654761	0.73699	12.531261	0.509517	0.509517	18	17	0.266686	0.015687	0.024198	-0.022375	0.04718	0.069555	0.021262	-0.009589	0.038409	0.266686	0.251569	0.251569	17	-2.293205	-0.134894	0.012672	-0.151296	-0.110519	0.040777	-0.133149	-0.147323	-0.125758	2.293205	0.121607	0.121607	17	-12.865075	-0.756769	0.041922	-0.820546	-0.682313	0.138233	-0.761291	-0.790972	-0.723864	12.865075	0.393035	0.393035	17	10.801106	0.635359	0.051703	0.550877	0.721116	0.170238	0.634236	0.593774	0.677159	10.801106	0.485389	0.485389	-2
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