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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 3 new columns ({'REASONCODE', 'REASONDESCRIPTION', 'ID'})
This happened while the csv dataset builder was generating data using
zip://careplans.csv::/tmp/hf-datasets-cache/medium/datasets/37504800131703-config-parquet-and-info-ajitonelson-synthetic-mas-8064fbe1/hub/datasets--ajitonelson--synthetic-mass-health-data/snapshots/1690a40856dd654d9213240492e6227b97e8dd42/SyntheticMass_Data_Hack_ArangoDB.zip
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 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
ID: string
START: string
STOP: string
PATIENT: string
ENCOUNTER: string
CODE: int64
DESCRIPTION: string
REASONCODE: double
REASONDESCRIPTION: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1299
to
{'START': Value(dtype='string', id=None), 'STOP': Value(dtype='string', id=None), 'PATIENT': Value(dtype='string', id=None), 'ENCOUNTER': Value(dtype='string', id=None), 'CODE': Value(dtype='int64', id=None), 'DESCRIPTION': 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 1438, 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 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, 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 1741, 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 1872, 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 3 new columns ({'REASONCODE', 'REASONDESCRIPTION', 'ID'})
This happened while the csv dataset builder was generating data using
zip://careplans.csv::/tmp/hf-datasets-cache/medium/datasets/37504800131703-config-parquet-and-info-ajitonelson-synthetic-mas-8064fbe1/hub/datasets--ajitonelson--synthetic-mass-health-data/snapshots/1690a40856dd654d9213240492e6227b97e8dd42/SyntheticMass_Data_Hack_ArangoDB.zip
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.
START
string | STOP
null | PATIENT
string | ENCOUNTER
string | CODE
int64 | DESCRIPTION
string |
|---|---|---|---|---|---|
1990-10-01
| null |
6d1aa8c5-c16e-488c-9542-c08b016a069a
|
338c5a79-5ca2-40e8-8503-c511b9a9315f
| 417,532,002 |
Allergy to fish
|
1990-10-01
| null |
6d1aa8c5-c16e-488c-9542-c08b016a069a
|
338c5a79-5ca2-40e8-8503-c511b9a9315f
| 232,347,008 |
Dander (animal) allergy
|
1963-01-05
| null |
aca17de8-b17d-4db0-91c5-8dc3211df286
|
9b65787f-cf76-4299-84ac-815e03b1ba06
| 300,913,006 |
Shellfish allergy
|
1981-09-04
| null |
058388d9-e0c2-49ae-8994-a9db47205c8b
|
e1029f45-c057-42c6-a393-20cbc2726620
| 232,350,006 |
House dust mite allergy
|
1981-09-04
| null |
058388d9-e0c2-49ae-8994-a9db47205c8b
|
e1029f45-c057-42c6-a393-20cbc2726620
| 300,916,003 |
Latex allergy
|
1991-06-16
| null |
a79375f9-9346-428a-9d85-9b824915f80d
|
400a2ebf-eb02-4b68-84d3-9567f0a8d42b
| 419,474,003 |
Allergy to mould
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 91,935,009 |
Allergy to peanuts
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 300,913,006 |
Shellfish allergy
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 419,263,009 |
Allergy to tree pollen
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 418,689,008 |
Allergy to grass pollen
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 232,347,008 |
Dander (animal) allergy
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 232,350,006 |
House dust mite allergy
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 419,474,003 |
Allergy to mould
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 424,213,003 |
Allergy to bee venom
|
1951-06-16
| null |
8d03f45f-ec57-47b9-a582-10ac319e1adf
|
431c1f77-9203-42f7-ad6e-57ba14c9d505
| 300,916,003 |
Latex allergy
|
1986-11-20
| null |
8c066395-e038-4a6f-9612-ee7c643351d0
|
7248d892-2dad-4467-8290-ea320f8e18ea
| 91,935,009 |
Allergy to peanuts
|
1986-11-20
| null |
8c066395-e038-4a6f-9612-ee7c643351d0
|
7248d892-2dad-4467-8290-ea320f8e18ea
| 424,213,003 |
Allergy to bee venom
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 91,934,008 |
Allergy to nut
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 417,532,002 |
Allergy to fish
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 300,913,006 |
Shellfish allergy
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 419,263,009 |
Allergy to tree pollen
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 418,689,008 |
Allergy to grass pollen
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 232,347,008 |
Dander (animal) allergy
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 232,350,006 |
House dust mite allergy
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 419,474,003 |
Allergy to mould
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 424,213,003 |
Allergy to bee venom
|
2005-04-25
| null |
d6d21c07-a6e9-4720-92e9-d678a78b57ab
|
1dd297d6-049d-4582-8c16-bebc6be424d9
| 300,916,003 |
Latex allergy
|
1954-12-12
| null |
3d3fdf0d-99e0-4b6b-93a5-25dd2fdd1d37
|
d1ed2129-5651-4ba0-b19d-0fcf99201b3f
| 300,913,006 |
Shellfish allergy
|
1988-05-21
| null |
2b44e25f-9469-4b26-8aba-b6418d6824b9
|
bb8bf8c6-609c-4008-96d6-3822ae7d2de9
| 91,935,009 |
Allergy to peanuts
|
1988-05-21
| null |
2b44e25f-9469-4b26-8aba-b6418d6824b9
|
bb8bf8c6-609c-4008-96d6-3822ae7d2de9
| 91,934,008 |
Allergy to nut
|
1988-05-21
| null |
2b44e25f-9469-4b26-8aba-b6418d6824b9
|
bb8bf8c6-609c-4008-96d6-3822ae7d2de9
| 232,350,006 |
House dust mite allergy
|
1988-05-21
| null |
2b44e25f-9469-4b26-8aba-b6418d6824b9
|
bb8bf8c6-609c-4008-96d6-3822ae7d2de9
| 419,474,003 |
Allergy to mould
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 91,934,008 |
Allergy to nut
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 425,525,006 |
Allergy to dairy product
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 418,689,008 |
Allergy to grass pollen
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 232,347,008 |
Dander (animal) allergy
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 232,350,006 |
House dust mite allergy
|
1950-10-24
| null |
8a85608a-499b-4d86-8088-ae6cd6635df9
|
50e4a10a-4c6b-43a8-8054-58379142f378
| 419,474,003 |
Allergy to mould
|
1978-03-02
| null |
bd73ef1f-96b2-45d1-9f4a-4a4b84f10df1
|
e0e38c36-c07a-43cf-a386-e29c0c374695
| 300,913,006 |
Shellfish allergy
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 417,532,002 |
Allergy to fish
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 419,263,009 |
Allergy to tree pollen
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 418,689,008 |
Allergy to grass pollen
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 232,347,008 |
Dander (animal) allergy
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 232,350,006 |
House dust mite allergy
|
1963-02-19
| null |
e391d8ad-6f59-467b-89d7-ffea5b2c7dbd
|
fa0efe14-d693-4242-977f-8631403eeadb
| 419,474,003 |
Allergy to mould
|
1965-03-31
| null |
234e2be6-b428-4b71-a220-86bdf383843c
|
164f5bc1-3ada-4068-ad52-488aacb1f70f
| 425,525,006 |
Allergy to dairy product
|
1964-02-25
| null |
0d4f623d-a07b-40a4-a830-14af44ddf2d7
|
ba83167e-5ede-478a-b8ff-86d5d2c64bde
| 417,532,002 |
Allergy to fish
|
1964-02-25
| null |
0d4f623d-a07b-40a4-a830-14af44ddf2d7
|
ba83167e-5ede-478a-b8ff-86d5d2c64bde
| 419,263,009 |
Allergy to tree pollen
|
1964-02-25
| null |
0d4f623d-a07b-40a4-a830-14af44ddf2d7
|
ba83167e-5ede-478a-b8ff-86d5d2c64bde
| 424,213,003 |
Allergy to bee venom
|
1952-02-25
| null |
1da58bab-b178-43e6-9f79-0de21c6ff792
|
9fde8bc1-80b2-4e4a-b541-179dc3368462
| 300,913,006 |
Shellfish allergy
|
1997-10-10
| null |
0626dd14-f12f-4150-8ceb-f5603354e0c6
|
f806fda4-39f9-4b94-8e17-eb065adf6f7f
| 300,913,006 |
Shellfish allergy
|
1997-10-10
| null |
0626dd14-f12f-4150-8ceb-f5603354e0c6
|
f806fda4-39f9-4b94-8e17-eb065adf6f7f
| 419,263,009 |
Allergy to tree pollen
|
1997-10-10
| null |
0626dd14-f12f-4150-8ceb-f5603354e0c6
|
f806fda4-39f9-4b94-8e17-eb065adf6f7f
| 232,347,008 |
Dander (animal) allergy
|
1997-10-10
| null |
0626dd14-f12f-4150-8ceb-f5603354e0c6
|
f806fda4-39f9-4b94-8e17-eb065adf6f7f
| 232,350,006 |
House dust mite allergy
|
1997-10-10
| null |
0626dd14-f12f-4150-8ceb-f5603354e0c6
|
f806fda4-39f9-4b94-8e17-eb065adf6f7f
| 419,474,003 |
Allergy to mould
|
1985-12-20
| null |
69f31a7d-a31a-4ae6-8c52-d18b9d2e5d53
|
3a71d7b1-3834-4d2b-84ed-bff24efdbb75
| 91,930,004 |
Allergy to eggs
|
1985-12-20
| null |
69f31a7d-a31a-4ae6-8c52-d18b9d2e5d53
|
3a71d7b1-3834-4d2b-84ed-bff24efdbb75
| 419,263,009 |
Allergy to tree pollen
|
1985-12-20
| null |
69f31a7d-a31a-4ae6-8c52-d18b9d2e5d53
|
3a71d7b1-3834-4d2b-84ed-bff24efdbb75
| 232,347,008 |
Dander (animal) allergy
|
1985-12-20
| null |
69f31a7d-a31a-4ae6-8c52-d18b9d2e5d53
|
3a71d7b1-3834-4d2b-84ed-bff24efdbb75
| 419,474,003 |
Allergy to mould
|
1969-02-21
| null |
7c7a4e3b-ab24-4064-834e-53f378fece73
|
e0b6dbfe-eb23-41b7-b689-4e26ecd894be
| 419,474,003 |
Allergy to mould
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 417,532,002 |
Allergy to fish
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 419,263,009 |
Allergy to tree pollen
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 418,689,008 |
Allergy to grass pollen
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 232,347,008 |
Dander (animal) allergy
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 419,474,003 |
Allergy to mould
|
1966-04-15
| null |
ed3257c6-8415-4e09-962c-77541a6da92d
|
bbfc6b11-72c2-4a9e-9536-5e3cb25463af
| 424,213,003 |
Allergy to bee venom
|
2014-02-26
| null |
1d192168-c51f-436d-9492-d7fedc9557d7
|
7bad1412-4a48-441e-9830-2b4eaeaa124c
| 419,263,009 |
Allergy to tree pollen
|
2014-02-26
| null |
1d192168-c51f-436d-9492-d7fedc9557d7
|
7bad1412-4a48-441e-9830-2b4eaeaa124c
| 418,689,008 |
Allergy to grass pollen
|
2014-02-26
| null |
1d192168-c51f-436d-9492-d7fedc9557d7
|
7bad1412-4a48-441e-9830-2b4eaeaa124c
| 232,347,008 |
Dander (animal) allergy
|
2014-02-26
| null |
1d192168-c51f-436d-9492-d7fedc9557d7
|
7bad1412-4a48-441e-9830-2b4eaeaa124c
| 419,474,003 |
Allergy to mould
|
2014-02-26
| null |
1d192168-c51f-436d-9492-d7fedc9557d7
|
7bad1412-4a48-441e-9830-2b4eaeaa124c
| 300,916,003 |
Latex allergy
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 419,263,009 |
Allergy to tree pollen
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 418,689,008 |
Allergy to grass pollen
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 232,347,008 |
Dander (animal) allergy
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 232,350,006 |
House dust mite allergy
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 419,474,003 |
Allergy to mould
|
2005-12-01
| null |
79e36e9c-606d-46c4-b208-26a42000b5d6
|
4b0a980b-d111-42ad-988f-77514ddab200
| 424,213,003 |
Allergy to bee venom
|
2004-04-15
| null |
fe511d67-bc20-46f4-94d7-3a58825fb376
|
3f3afd69-73e6-4afb-b01d-a2fdf3b13449
| 91,934,008 |
Allergy to nut
|
2004-04-15
| null |
fe511d67-bc20-46f4-94d7-3a58825fb376
|
3f3afd69-73e6-4afb-b01d-a2fdf3b13449
| 419,263,009 |
Allergy to tree pollen
|
2004-04-15
| null |
fe511d67-bc20-46f4-94d7-3a58825fb376
|
3f3afd69-73e6-4afb-b01d-a2fdf3b13449
| 418,689,008 |
Allergy to grass pollen
|
2004-04-15
| null |
fe511d67-bc20-46f4-94d7-3a58825fb376
|
3f3afd69-73e6-4afb-b01d-a2fdf3b13449
| 232,347,008 |
Dander (animal) allergy
|
2004-04-15
| null |
fe511d67-bc20-46f4-94d7-3a58825fb376
|
3f3afd69-73e6-4afb-b01d-a2fdf3b13449
| 419,474,003 |
Allergy to mould
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 91,935,009 |
Allergy to peanuts
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 91,934,008 |
Allergy to nut
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 91,930,004 |
Allergy to eggs
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 714,035,009 |
Allergy to soya
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 419,263,009 |
Allergy to tree pollen
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 418,689,008 |
Allergy to grass pollen
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 232,347,008 |
Dander (animal) allergy
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 232,350,006 |
House dust mite allergy
|
2007-11-20
| null |
664dd6f3-1392-4326-9b64-64457bc22fad
|
e986e775-9586-4146-a528-f06fee5c9af6
| 419,474,003 |
Allergy to mould
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 91,935,009 |
Allergy to peanuts
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 417,532,002 |
Allergy to fish
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 420,174,000 |
Allergy to wheat
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 419,263,009 |
Allergy to tree pollen
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 418,689,008 |
Allergy to grass pollen
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 232,347,008 |
Dander (animal) allergy
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 232,350,006 |
House dust mite allergy
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 419,474,003 |
Allergy to mould
|
1961-01-30
| null |
f2ac763b-bec2-46c2-8e9c-bd7d761fb295
|
ef651e52-82b2-45c8-9861-8864cc4e7741
| 300,916,003 |
Latex allergy
|
End of preview.
SyntheticMass Health Data for ArangoDB Hackathon
🏆 Hackathon Context: Building the Next-Gen Agentic App with GraphRAG & NVIDIA cuGraph
This dataset has been specially processed for the ArangoDB Hackathon focused on building the future of Generative AI applications. The hackathon challenges participants to harness the power of graph technologies to create intelligent, adaptive systems using ArangoDB.
📊 Dataset Overview
This dataset contains processed CSV files from the SyntheticMass project, which provides synthetic patient medical records. The data has been extracted and transformed specifically for use with graph databases and AI applications.
📁 Files Included:
- patients.csv - Core patient demographic information
- conditions.csv - Patient health conditions and diagnoses
- encounters.csv - Healthcare provider visits and encounters
- observations.csv - Clinical observations and measurements
- medications.csv - Prescribed medications and treatments
- immunizations.csv - Vaccination records
- procedures.csv - Medical procedures performed
- allergies.csv - Patient allergy information
- careplans.csv - Patient care planning documents
🔄 Data Processing
The original data has been processed through a series of steps:
- Extraction from SyntheticMass FHIR 3.0.1 archives
- Conversion to CSV format
- Merging of multiple output files
- Optimization for graph database ingestion
The complete data processing notebook can be found here: H_ArangoDB_Download_Extract_and_Merge_Data.ipynb
📚 Data Source
This dataset is derived from the SyntheticMass project:
- Source: SyntheticMass Downloads
- Version: SyntheticMass Data, Version 2 (24 May, 2017)
- Original Format: FHIR 3.0.1, CSV, C-CDA
- Original Size: 21GB
🔗 Use Cases
This dataset is particularly suitable for:
- Building healthcare knowledge graphs
- Developing RAG (Retrieval-Augmented Generation) applications
- Training ML models for patient care prediction
- Creating intelligent healthcare assistance systems
- Demonstrating graph-based data relationships
- Prototyping medical decision support systems
📝 Citation
If you use this dataset, please cite:
- The original SyntheticMass project: synthea.mitre.org
- This processed dataset version for the ArangoDB Hackathon
🛠 Getting Started
To use this dataset with ArangoDB:
- Download the ZIP file
- Extract the CSV files
- Import into ArangoDB using the appropriate collection structure
- Ensure proper relationship mapping between collections
⚖️ License
This dataset maintains the original SyntheticMass licensing terms while being provided for hackathon use. Please refer to SyntheticMass licensing for complete terms.
🤝 Contributing
For questions or contributions regarding this processed dataset, please visit the GitHub repository.
Dataset prepared by ajitonelson for the ArangoDB Hackathon
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