Datasets:

MH0386
/

nasa_space_apps_2024_seismic_detection

Modalities:

Dataset Preview

Split (2)

train

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 1 new columns ({'velocity(m/s)'}) and 3 missing columns ({'evid', 'filename', 'mq_type'}).

This happened while the csv dataset builder was generating data using

hf://datasets/MH0386/nasa_space_apps_2024_seismic_detection/data/lunar/training/data/S12_GradeA/xa.s12.00.mhz.1970-01-19HR00_evid00002.csv (at revision 42c675f847aad799eda9965702babc1a0ae7440a)

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 2013, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, 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 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              time_abs(%Y-%m-%dT%H:%M:%S.%f): string
              time_rel(sec): double
              velocity(m/s): double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 677
              to
              {'filename': Value(dtype='string', id=None), 'time_abs(%Y-%m-%dT%H:%M:%S.%f)': Value(dtype='string', id=None), 'time_rel(sec)': Value(dtype='float64', id=None), 'evid': Value(dtype='string', id=None), 'mq_type': Value(dtype='string', id=None)}
              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 1391, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 990, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1884, 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 2015, 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 ({'velocity(m/s)'}) and 3 missing columns ({'evid', 'filename', 'mq_type'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/MH0386/nasa_space_apps_2024_seismic_detection/data/lunar/training/data/S12_GradeA/xa.s12.00.mhz.1970-01-19HR00_evid00002.csv (at revision 42c675f847aad799eda9965702babc1a0ae7440a)
              
              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.

filename string	time_abs(%Y-%m-%dT%H:%M:%S.%f) string	time_rel(sec) float64	evid string	mq_type string
xa.s12.00.mhz.1970-01-19HR00_evid00002	1970-01-19T20:25:00.000000	73,500	evid00002	impact_mq
xa.s12.00.mhz.1970-03-25HR00_evid00003	1970-03-25T03:32:00.000000	12,720	evid00003	impact_mq
xa.s12.00.mhz.1970-03-26HR00_evid00004	1970-03-26T20:17:00.000000	73,020	evid00004	impact_mq
xa.s12.00.mhz.1970-04-25HR00_evid00006	1970-04-25T01:14:00.000000	4,440	evid00006	impact_mq
xa.s12.00.mhz.1970-04-26HR00_evid00007	1970-04-26T14:29:00.000000	52,140	evid00007	deep_mq
xa.s12.00.mhz.1970-06-15HR00_evid00008	1970-06-15T19:00:00.000000	68,400	evid00008	impact_mq
xa.s12.00.mhz.1970-06-26HR00_evid00009	1970-06-26T20:01:00.000000	72,060	evid00009	impact_mq
xa.s12.00.mhz.1970-07-20HR00_evid00010	1970-07-20T05:06:00.000000	18,360	evid00010	impact_mq
xa.s12.00.mhz.1970-07-20HR00_evid00011	1970-07-20T11:44:00.000000	42,240	evid00011	deep_mq
xa.s12.00.mhz.1970-09-26HR00_evid00013	1970-09-26T19:57:00.000000	71,820	evid00013	impact_mq
xa.s12.00.mhz.1970-10-24HR00_evid00014	1970-10-24T11:31:00.000000	41,460	evid00014	impact_mq
xa.s12.00.mhz.1970-11-12HR00_evid00015	1970-11-12T12:50:00.000000	46,200	evid00015	impact_mq
xa.s12.00.mhz.1970-12-11HR00_evid00017	1970-12-11T07:22:00.000000	26,520	evid00017	impact_mq
xa.s12.00.mhz.1970-12-27HR00_evid00019	1970-12-27T20:34:00.000000	74,040	evid00019	deep_mq
xa.s12.00.mhz.1970-12-31HR00_evid00021	1970-12-31T15:41:00.000000	56,460	evid00021	deep_mq
xa.s12.00.mhz.1971-01-15HR00_evid00022	1971-01-15T12:40:00.000000	45,600	evid00022	impact_mq
xa.s12.00.mhz.1971-01-28HR00_evid00023	1971-01-28T14:59:00.000000	53,940	evid00023	deep_mq
xa.s12.00.mhz.1971-01-29HR00_evid00024	1971-01-29T18:21:00.000000	66,060	evid00024	impact_mq
xa.s12.00.mhz.1971-02-09HR00_evid00026	1971-02-09T03:42:00.000000	13,320	evid00026	impact_mq
xa.s12.00.mhz.1971-03-25HR00_evid00028	1971-03-25T15:18:00.000000	55,080	evid00028	impact_mq
xa.s12.00.mhz.1971-04-13HR00_evid00029	1971-04-13T12:55:00.000000	46,500	evid00029	impact_mq
xa.s12.00.mhz.1971-04-17HR00_evid00030	1971-04-17T07:04:00.000000	25,440	evid00030	shallow_mq
xa.s12.00.mhz.1971-05-12HR00_evid00031	1971-05-12T08:05:00.000000	29,100	evid00031	impact_mq
xa.s12.00.mhz.1971-05-12HR00_evid00032	1971-05-12T09:45:00.000000	35,100	evid00032	impact_mq
xa.s12.00.mhz.1971-05-13HR00_evid00033	1971-05-13T03:00:00.000000	10,800	evid00033	impact_mq
xa.s12.00.mhz.1971-05-23HR00_evid00034	1971-05-23T22:20:00.000000	80,400	evid00034	impact_mq
xa.s12.00.mhz.1971-06-12HR00_evid00035	1971-06-12T10:51:00.000000	39,060	evid00035	impact_mq
xa.s12.00.mhz.1971-09-25HR00_evid00042	1971-09-25T08:57:00.000000	32,220	evid00042	impact_mq
xa.s12.00.mhz.1971-10-18HR00_evid00043	1971-10-18T03:19:00.000000	11,940	evid00043	impact_mq
xa.s12.00.mhz.1971-10-20HR00_evid00044	1971-10-20T18:08:00.000000	65,280	evid00044	impact_mq
xa.s12.00.mhz.1971-10-31HR00_evid00045	1971-10-31T05:30:00.000000	19,800	evid00045	impact_mq
xa.s12.00.mhz.1971-11-14HR00_evid00046	1971-11-14T04:17:00.000000	15,420	evid00046	impact_mq
xa.s12.00.mhz.1972-01-04HR00_evid00049	1972-01-04T06:35:00.000000	23,700	evid00049	impact_mq
xa.s12.00.mhz.1972-03-12HR00_evid00052	1972-03-12T18:00:00.000000	64,800	evid00052	impact_mq
xa.s12.00.mhz.1972-05-11HR00_evid00055	1972-05-11T13:35:00.000000	48,900	evid00055	impact_mq
xa.s12.00.mhz.1972-06-16HR00_evid00060	1972-06-16T16:11:00.000000	58,260	evid00060	impact_mq
xa.s12.00.mhz.1972-07-17HR00_evid00067	1972-07-17T07:50:00.000000	28,200	evid00067	impact_mq
xa.s12.00.mhz.1972-07-17HR00_evid00068	1972-07-17T21:56:00.000000	78,960	evid00068	impact_mq
xa.s12.00.mhz.1972-07-28HR00_evid00070	1972-07-28T02:23:00.000000	8,580	evid00070	impact_mq
xa.s12.00.mhz.1972-07-31HR00_evid00071	1972-07-31T18:08:00.000000	65,280	evid00071	impact_mq
xa.s12.00.mhz.1972-12-02HR00_evid00083	1972-12-02T07:58:00.000000	28,680	evid00083	impact_mq
xa.s12.00.mhz.1972-12-03HR00_evid00084	1972-12-03T02:38:00.000000	9,480	evid00084	impact_mq
xa.s12.00.mhz.1973-01-18HR00_evid00088	1973-01-18T23:01:00.000000	82,860	evid00088	impact_mq
xa.s12.00.mhz.1973-01-31HR00_evid00091	1973-01-31T00:44:00.000000	2,640	evid00091	impact_mq
xa.s12.00.mhz.1973-03-01HR00_evid00093	1973-03-01T07:15:00.000000	26,100	evid00093	deep_mq
xa.s12.00.mhz.1973-03-13HR00_evid00094	1973-03-13T08:01:00.000000	28,860	evid00094	shallow_mq
xa.s12.00.mhz.1973-03-24HR00_evid00097	1973-03-24T19:23:00.000000	69,780	evid00097	impact_mq
xa.s12.00.mhz.1973-05-14HR00_evid00104	1973-05-14T00:44:00.000000	2,640	evid00104	impact_mq
xa.s12.00.mhz.1973-06-05HR00_evid00107	1973-06-05T02:38:00.000000	9,480	evid00107	impact_mq
xa.s12.00.mhz.1973-06-05HR00_evid00108	1973-06-05T11:10:00.000000	40,200	evid00108	deep_mq
xa.s12.00.mhz.1973-06-18HR00_evid00109	1973-06-18T01:42:00.000000	6,120	evid00109	impact_mq
xa.s12.00.mhz.1973-06-27HR00_evid00112	1973-06-27T18:36:00.000000	66,960	evid00112	impact_mq
xa.s12.00.mhz.1973-07-03HR00_evid00113	1973-07-03T18:15:00.000000	65,700	evid00113	impact_mq
xa.s12.00.mhz.1973-07-04HR00_evid00114	1973-07-04T02:46:00.000000	9,960	evid00114	impact_mq
xa.s12.00.mhz.1973-07-20HR00_evid00117	1973-07-20T19:02:00.000000	68,520	evid00117	deep_mq
xa.s12.00.mhz.1973-07-28HR00_evid00120	1973-07-28T00:52:00.000000	3,120	evid00120	impact_mq
xa.s12.00.mhz.1973-07-29HR00_evid00121	1973-07-29T23:31:00.000000	84,660	evid00121	impact_mq
xa.s12.00.mhz.1973-08-21HR00_evid00127	1973-08-21T12:17:00.000000	44,220	evid00127	impact_mq
xa.s12.00.mhz.1974-01-10HR00_evid00136	1974-01-10T23:21:00.000000	84,060	evid00136	impact_mq
xa.s12.00.mhz.1974-02-07HR00_evid00137	1974-02-07T06:21:00.000000	22,860	evid00137	impact_mq
xa.s12.00.mhz.1974-02-12HR00_evid00138	1974-02-12T22:30:00.000000	81,000	evid00138	impact_mq
xa.s12.00.mhz.1974-03-25HR00_evid00140	1974-03-25T16:58:00.000000	61,080	evid00140	impact_mq
xa.s12.00.mhz.1974-04-08HR00_evid00141	1974-04-08T08:40:00.000000	31,200	evid00141	impact_mq
xa.s12.00.mhz.1974-04-19HR00_evid00142	1974-04-19T18:34:00.000000	66,840	evid00142	impact_mq
xa.s12.00.mhz.1974-04-26HR00_evid00144	1974-04-26T09:18:00.000000	33,480	evid00144	deep_mq
xa.s12.00.mhz.1974-04-27HR00_evid00145	1974-04-27T14:18:00.000000	51,480	evid00145	impact_mq
xa.s12.00.mhz.1974-06-25HR00_evid00149	1974-06-25T00:23:00.000000	1,380	evid00149	impact_mq
xa.s12.00.mhz.1974-07-06HR00_evid00150	1974-07-06T02:57:00.000000	10,620	evid00150	impact_mq
xa.s12.00.mhz.1974-07-06HR00_evid00151	1974-07-06T14:14:00.000000	51,240	evid00151	impact_mq
xa.s12.00.mhz.1974-07-11HR00_evid00152	1974-07-11T00:52:00.000000	3,120	evid00152	shallow_mq
xa.s12.00.mhz.1974-07-17HR00_evid00153	1974-07-17T12:05:00.000000	43,500	evid00153	impact_mq
xa.s12.00.mhz.1974-10-14HR00_evid00156	1974-10-14T17:43:00.000000	63,780	evid00156	impact_mq
xa.s12.00.mhz.1975-04-12HR00_evid00191	1975-04-12T18:15:00.000000	65,700	evid00191	impact_mq
xa.s12.00.mhz.1975-05-04HR00_evid00192	1975-05-04T10:05:00.000000	36,300	evid00192	impact_mq
xa.s12.00.mhz.1975-06-24HR00_evid00196	1975-06-24T16:03:00.000000	57,780	evid00196	impact_mq
xa.s12.00.mhz.1975-06-26HR00_evid00198	1975-06-26T03:24:00.000000	12,240	evid00198	impact_mq
null	1970-01-19T00:00:00.665000	0	null	null
null	1970-01-19T00:00:00.815943	0.150943	null	null
null	1970-01-19T00:00:00.966887	0.301887	null	null
null	1970-01-19T00:00:01.117830	0.45283	null	null
null	1970-01-19T00:00:01.268774	0.603774	null	null
null	1970-01-19T00:00:01.419717	0.754717	null	null
null	1970-01-19T00:00:01.570660	0.90566	null	null
null	1970-01-19T00:00:01.721604	1.056604	null	null
null	1970-01-19T00:00:01.872547	1.207547	null	null
null	1970-01-19T00:00:02.023491	1.358491	null	null
null	1970-01-19T00:00:02.174434	1.509434	null	null
null	1970-01-19T00:00:02.325377	1.660377	null	null
null	1970-01-19T00:00:02.476321	1.811321	null	null
null	1970-01-19T00:00:02.627264	1.962264	null	null
null	1970-01-19T00:00:02.778208	2.113208	null	null
null	1970-01-19T00:00:02.929151	2.264151	null	null
null	1970-01-19T00:00:03.080094	2.415094	null	null
null	1970-01-19T00:00:03.231038	2.566038	null	null
null	1970-01-19T00:00:03.381981	2.716981	null	null
null	1970-01-19T00:00:03.532925	2.867925	null	null
null	1970-01-19T00:00:03.683868	3.018868	null	null
null	1970-01-19T00:00:03.834811	3.169811	null	null
null	1970-01-19T00:00:03.985755	3.320755	null	null
null	1970-01-19T00:00:04.136698	3.471698	null	null

End of preview.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Welcome, Space Apps challengers, to “Seismic Detection across the Solar System”.

Today, we challenge YOU to parse through seismic data collected on the Moon and Mars and figure out how to detect moonquakes and marsquakes! To get you started on the data, we present to you a training set containing the following:

A catalog of quakes identified in the data
Seismic data collected by the Apollo (one day segments) or InSight (one hour segments) missions in miniseed and CSV format.
Plots of the trace and spectrogram for each day a quake has been identified.

Using these tools, your task is to come up with an algorithm to identify these signals (using the catalog as a benchmark) and then apply your algorithm to the seismic data in the "test" folder (Apollo 12, 15, and 16 for the Moon and other InSight events for Mars).

Each trace included in the test folder has a quake in it, there are no empty traces.

This main folder also has a Jupyter notebook that will help you get started on the data.

IMPORTANT

Please make sure that your output catalog has at least the following headers: filename time_abs(%Y-%m-%dT%H:%M:%S.%f) or time_rel(sec) If not, your output catalog may not be scored!!

Good luck!!! If you have any questions, our team leaders will be around to help during the hackathon weekend!

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