Datasets:

SAFER-Activities
/

SAFER-Activities-Weights

Modalities:

Dataset Preview

Split (1)

test

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

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 6 new columns ({'propel', 'pick_place', 'get_propelled', 'prepare_transfer', 'transfer', 'exercise'}) and 6 missing columns ({'walk', 'run', 'jump', 'unstable', 'reach', 'stand_activity'}).

This happened while the csv dataset builder was generating data using

hf://datasets/SAFER-Activities/SAFER-Activities-Weights/1dcnn/CNN1D_wc_kp/test_logs_20240527-093148/confusion_matrix.csv (at revision 92a83a9a71f08414d8b8f8c727b9219c9ad41a89), ['hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_kp/test_logs_20240527-092906/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_kp_view/test_logs_20240527-094019/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_wc_kp/test_logs_20240527-093148/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_wc_kp_view/test_logs_20240527-093630/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_kp/test_logs_20240527-095238/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_kp_view/test_logs_20240527-100300/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_wc_kp/test_logs_20240527-094032/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_wc_kp_view/test_logs_20240527-094507/confusion_matrix.csv']

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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: string
              sit: int64
              propel: int64
              pick_place: int64
              sit_activity: int64
              bend: int64
              getting_up: int64
              exercise: int64
              sitting_down: int64
              prepare_transfer: int64
              transfer: int64
              fall: int64
              lie_down: int64
              lying_down: int64
              get_propelled: int64
              stand: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2111
              to
              {'Unnamed: 0': Value('string'), 'stand': Value('int64'), 'stand_activity': Value('int64'), 'walk': Value('int64'), 'sit': Value('int64'), 'sit_activity': Value('int64'), 'sitting_down': Value('int64'), 'getting_up': Value('int64'), 'bend': Value('int64'), 'unstable': Value('int64'), 'fall': Value('int64'), 'lie_down': Value('int64'), 'lying_down': Value('int64'), 'reach': Value('int64'), 'run': Value('int64'), 'jump': Value('int64')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 6 new columns ({'propel', 'pick_place', 'get_propelled', 'prepare_transfer', 'transfer', 'exercise'}) and 6 missing columns ({'walk', 'run', 'jump', 'unstable', 'reach', 'stand_activity'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/SAFER-Activities/SAFER-Activities-Weights/1dcnn/CNN1D_wc_kp/test_logs_20240527-093148/confusion_matrix.csv (at revision 92a83a9a71f08414d8b8f8c727b9219c9ad41a89), ['hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_kp/test_logs_20240527-092906/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_kp_view/test_logs_20240527-094019/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_wc_kp/test_logs_20240527-093148/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/CNN1D_wc_kp_view/test_logs_20240527-093630/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_kp/test_logs_20240527-095238/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_kp_view/test_logs_20240527-100300/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_wc_kp/test_logs_20240527-094032/confusion_matrix.csv', 'hf://datasets/SAFER-Activities/SAFER-Activities-Weights@92a83a9a71f08414d8b8f8c727b9219c9ad41a89/1dcnn/Skip_CNN1D_wc_kp_view/test_logs_20240527-094507/confusion_matrix.csv']
              
              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.

Unnamed: 0 string	stand int64	stand_activity int64	walk int64	sit int64	sit_activity int64	sitting_down int64	getting_up int64	bend int64	unstable int64	fall int64	lie_down int64	lying_down int64	reach int64	run int64	jump int64
stand	57,782	6,284	3,327	278	4	335	336	138	106	13	0	0	96	2	161
stand_activity	3,851	171,075	378	0	0	84	20	14	0	0	0	0	3	0	0
walk	2,356	928	150,332	90	0	107	3,218	2,589	1,378	57	0	0	28	20	2
sit	175	197	108	79,636	10,116	1,390	6,416	740	0	86	764	135	531	0	1
sit_activity	63	40	107	8,284	104,945	6	204	684	0	0	0	0	168	0	0
sitting_down	98	6	268	1,368	0	9,523	500	1,396	219	344	3	0	3	0	0
getting_up	558	112	1,523	5,945	101	320	82,912	4,490	50	45	5,047	2	47	12	0
bend	460	93	3,436	585	0	653	4,419	49,094	150	395	268	24	100	0	0
unstable	201	30	4,108	253	0	169	232	1,194	5,499	2,221	12	2	9	5	0
fall	0	31	368	56	0	102	0	303	1,006	20,524	1,524	111	0	0	0
lie_down	45	1	60	998	56	12	3,993	248	38	1,611	77,584	207	0	0	6
lying_down	0	0	0	76	0	0	69	95	0	300	1,379	1,244	5	0	0
reach	113	12	110	160	111	0	80	38	0	0	0	0	1,544	0	0
run	12	0	1,275	0	0	0	124	0	145	1	0	0	0	1,849	0
jump	63	0	10	0	0	0	39	5	7	0	0	0	0	0	764
stand	83,833	7,276	6,765	81	0	355	1,284	448	109	5	30	0	61	83	232
stand_activity	4,346	142,445	598	1	0	47	140	439	4	0	53	0	8	0	0
walk	4,048	620	189,855	144	48	213	3,062	2,912	1,506	154	204	0	34	169	0
sit	97	6	23	124,336	7,969	1,389	5,263	934	0	123	139	168	198	0	0
sit_activity	0	0	10	3,224	94,452	1	18	25	0	0	0	0	153	0	0
sitting_down	505	38	340	3,232	83	15,199	326	1,259	113	422	29	8	3	0	19
getting_up	823	46	1,841	6,898	30	484	82,792	5,226	21	42	3,955	41	22	2	0
bend	375	115	4,335	664	75	867	4,883	56,969	260	503	216	35	58	3	1
unstable	390	73	5,107	63	11	165	366	741	5,950	1,204	2	2	1	23	0
fall	10	0	332	177	0	376	70	490	1,428	18,688	1,465	153	0	0	0
lie_down	1	5	209	488	5	4	3,311	128	51	1,299	63,089	487	14	0	0
lying_down	0	0	5	658	0	25	149	181	0	255	1,711	2,462	15	0	0
reach	314	145	831	816	958	0	155	377	0	0	0	0	1,834	0	0
run	10	0	685	0	0	0	73	0	54	11	0	0	0	3,389	0
jump	155	8	0	0	0	0	17	6	11	0	0	0	0	1	1,292
sit	0	null	null	144,845	3,252	387	2,433	236	null	179	225	29	null	null	null
propel	0	null	null	10,312	0	0	1	0	null	0	0	0	null	null	null
pick_place	0	null	null	6,162	2,070	0	90	19	null	0	7	0	null	null	null
sit_activity	0	null	null	5,138	14,542	0	12	0	null	0	0	2	null	null	null
bend	0	null	null	1,208	1	232	469	4,076	null	0	13	1	null	null	null
getting_up	33	null	null	5,191	1	293	17,042	344	null	79	1,605	8	null	null	null
exercise	0	null	null	693	106	0	29	45	null	0	112	0	null	null	null
sitting_down	101	null	null	1,107	0	3,017	981	330	null	39	0	0	null	null	null
prepare_transfer	3	null	null	3,073	275	39	772	611	null	17	0	0	null	null	null
transfer	54	null	null	583	192	219	773	270	null	555	16	0	null	null	null
fall	81	null	null	332	13	173	299	14	null	5,649	517	125	null	null	null
lie_down	0	null	null	284	102	0	578	0	null	439	25,398	251	null	null	null
lying_down	0	null	null	363	0	9	85	0	null	605	1,041	724	null	null	null
get_propelled	20	null	null	3,664	0	71	3	0	null	5	0	0	null	null	null
stand	274	null	null	329	0	187	326	5	null	2	0	0	null	null	null
sit	0	null	null	124,318	1,350	366	2,040	359	null	97	3,674	463	null	null	null
propel	0	null	null	5,075	0	19	31	18	null	0	7	8	null	null	null
pick_place	4	null	null	5,921	2,281	13	23	117	null	0	0	0	null	null	null
sit_activity	0	null	null	6,691	9,960	7	19	8	null	0	0	7	null	null	null
bend	31	null	null	517	0	203	333	3,724	null	27	3	0	null	null	null
getting_up	76	null	null	3,262	0	398	11,410	291	null	78	1,232	30	null	null	null
exercise	0	null	null	578	0	0	0	4	null	0	52	0	null	null	null
sitting_down	37	null	null	609	0	2,781	369	91	null	73	0	7	null	null	null
prepare_transfer	22	null	null	3,921	200	8	509	453	null	104	13	5	null	null	null
transfer	45	null	null	370	93	183	768	308	null	376	20	19	null	null	null
fall	4	null	null	492	14	101	132	19	null	3,313	378	163	null	null	null
lie_down	0	null	null	670	1	0	869	0	null	290	17,092	247	null	null	null
lying_down	0	null	null	282	0	0	20	0	null	89	682	580	null	null	null
get_propelled	0	null	null	2,765	31	0	0	0	null	0	0	0	null	null	null
stand	259	null	null	103	0	229	127	0	null	15	0	0	null	null	null
stand	59,208	4,331	2,417	115	0	433	322	353	124	0	0	0	260	0	197
stand_activity	3,149	171,563	207	0	0	84	19	221	0	0	0	0	7	0	0
walk	3,044	649	135,854	37	0	33	2,557	2,021	2,988	152	0	0	51	93	14
sit	149	0	85	80,972	7,520	1,541	5,732	806	8	98	260	207	294	0	0
sit_activity	0	0	0	6,934	106,484	22	146	471	0	0	0	0	28	0	0
sitting_down	79	0	212	1,351	0	9,990	346	995	61	317	5	0	0	2	0
getting_up	445	34	1,274	5,613	100	197	77,662	4,596	141	35	5,200	0	2	0	0
bend	294	48	3,623	597	0	406	4,450	47,216	122	369	242	19	38	0	0
unstable	47	15	3,382	244	20	115	203	696	4,571	2,158	45	0	0	28	3
fall	0	0	227	29	0	44	24	172	671	19,307	1,391	41	0	2	1
lie_down	0	0	19	1,015	0	150	3,986	188	9	1,779	72,944	106	0	8	0
lying_down	0	0	9	98	0	0	85	125	0	243	1,127	1,051	0	0	0
reach	60	7	52	183	43	1	16	76	0	0	0	0	1,665	0	0
run	13	0	1,536	0	0	0	98	1	43	3	0	0	0	749	0
jump	77	0	0	0	0	7	0	0	0	0	0	0	0	0	804
stand	88,449	3,413	4,754	8	0	437	909	341	128	1	0	1	203	47	138
stand_activity	2,753	143,665	406	24	0	37	234	403	0	0	42	0	65	0	3
walk	2,242	168	180,824	81	73	190	1,836	1,385	1,915	175	193	13	73	142	0
sit	42	0	65	125,399	4,619	1,230	4,161	461	10	130	152	140	599	0	0
sit_activity	0	0	0	1,655	93,890	0	1	0	0	0	0	0	76	0	0
sitting_down	327	78	125	2,398	4	16,657	140	714	54	290	9	6	0	0	13
getting_up	707	60	1,262	5,373	18	281	80,477	4,166	47	44	3,615	20	57	3	3
bend	287	30	2,416	525	91	499	3,958	57,887	352	371	124	44	125	0	0
unstable	271	10	4,191	63	0	100	261	429	5,507	1,050	0	1	0	0	0
fall	5	0	260	140	0	226	27	197	938	17,815	1,267	90	0	0	0
lie_down	0	5	67	438	0	0	2,571	117	11	1,274	58,963	634	1	0	0
lying_down	0	0	0	461	0	16	77	175	7	230	1,247	2,728	0	0	0
reach	325	44	484	600	406	9	94	254	0	0	0	0	3,182	0	0
run	30	0	686	0	0	0	52	1	25	6	0	0	0	2,208	0
jump	171	0	8	0	0	0	16	0	11	1	0	0	0	0	1,337
sit	0	null	null	141,658	3,274	562	2,798	134	null	221	575	50	null	null	null
propel	0	null	null	6,019	0	0	0	0	null	0	0	0	null	null	null
pick_place	0	null	null	4,991	1,577	16	1	0	null	0	4	4	null	null	null
sit_activity	0	null	null	4,302	15,429	0	0	0	null	0	0	0	null	null	null
bend	0	null	null	1,338	0	192	700	3,878	null	0	10	6	null	null	null
getting_up	10	null	null	4,226	0	354	15,966	404	null	24	1,302	3	null	null	null
exercise	0	null	null	483	294	0	21	0	null	32	0	0	null	null	null
sitting_down	28	null	null	824	0	2,238	1,291	555	null	0	0	0	null	null	null
prepare_transfer	0	null	null	2,918	30	0	158	548	null	9	2	0	null	null	null
transfer	0	null	null	297	35	22	164	242	null	563	8	19	null	null	null

End of preview.

No dataset card yet

Downloads last month: 72

Total file size:

387 MB