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HHS-Official
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state-drug-utilization-data-2007

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pharmacy

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '24385-362-4' as a scalar of type int64
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, 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 2293, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2246, in cast_table_to_schema
                  arrays = [
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2247, in <listcomp>
                  cast_array_to_feature(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1796, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2103, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1798, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1950, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: '24385-362-4' as a scalar of type int64
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1433, 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 925, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, 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 1742, 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 1898, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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Utilization Type string	State string	NDC int64	Labeler Code int64	Product Code int64	Package Size int64	Year int64	Quarter int64	Suppression Used bool	Product Name string	Units Reimbursed float64	Number of Prescriptions float64	Total Amount Reimbursed float64	Medicaid Amount Reimbursed float64	Non Medicaid Amount Reimbursed float64
FFSU	AK	2,300,475	2	3,004	75	2,007	4	true	PROZAC WEE	null	null	null	null	null
FFSU	AK	2,322,730	2	3,227	30	2,007	4	false	STRATTERA	2,952	84	13,393.82	12,942.96	450.86
FFSU	AK	2,322,830	2	3,228	30	2,007	4	false	STRATTERA	5,147	179	23,617.81	20,974.15	2,643.66
FFSU	AK	2,322,930	2	3,229	30	2,007	4	false	STRATTERA	9,590	300	46,432.69	41,387.83	5,044.86
FFSU	AK	2,323,030	2	3,230	30	2,007	4	true	SYMBYAX	null	null	null	null	null
FFSU	AK	2,323,130	2	3,231	30	2,007	4	true	SYMBYAX	null	null	null	null	null
FFSU	AK	2,323,230	2	3,232	30	2,007	4	true	SYMBYAX	null	null	null	null	null
FFSU	AK	2,323,330	2	3,233	30	2,007	4	false	SYMBYAX	241	18	2,507.7	2,507.7	0
FFSU	AK	2,323,430	2	3,234	30	2,007	4	true	SYMBYAX	null	null	null	null	null
FFSU	AK	2,323,560	2	3,235	60	2,007	4	false	CYMBALTA	5,444	203	21,738.25	20,513.85	1,224.4
FFSU	AK	2,323,730	2	3,237	30	2,007	4	false	CYMBALTA	21,841	1,016	99,281.51	97,964.87	1,316.64
FFSU	AK	2,323,733	2	3,237	33	2,007	4	true	CYMBALTA	null	null	null	null	null
FFSU	AK	2,323,830	2	3,238	30	2,007	4	false	STRATTERA	3,392	83	15,253.18	15,026.5	226.68
FFSU	AK	2,323,930	2	3,239	30	2,007	4	false	STRATTERA	4,277	168	20,982.27	18,238.79	2,743.48
FFSU	AK	2,324,030	2	3,240	30	2,007	4	false	CYMBALTA	15,208	546	67,244.04	64,779.05	2,464.99
FFSU	AK	2,324,033	2	3,240	33	2,007	4	true	CYMBALTA	null	null	null	null	null
FFSU	AK	2,325,030	2	3,250	30	2,007	4	false	STRATTERA	787	27	4,053.04	3,301.35	751.69
FFSU	AK	2,325,130	2	3,251	30	2,007	4	true	STRATTERA	null	null	null	null	null
FFSU	AK	2,411,204	2	4,112	4	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,230	2	4,112	30	2,007	4	false	ZYPREXA	4,060	175	28,643.05	23,200.21	5,442.84
FFSU	AK	2,411,233	2	4,112	33	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,260	2	4,112	60	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,530	2	4,115	30	2,007	4	false	ZYPREXA	8,582	474	75,607.55	73,858.84	1,748.71
FFSU	AK	2,411,533	2	4,115	33	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,560	2	4,115	60	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,630	2	4,116	30	2,007	4	false	ZYPREXA	1,692	85	17,248.15	16,974.33	273.82
FFSU	AK	2,411,633	2	4,116	33	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,660	2	4,116	60	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,730	2	4,117	30	2,007	4	false	ZYPREXA	10,710	586	136,760.78	135,414.92	1,345.86
FFSU	AK	2,411,733	2	4,117	33	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,411,760	2	4,117	60	2,007	4	false	ZYPREXA	308	14	3,441.76	3,441.76	0
FFSU	AK	2,416,502	2	4,165	2	2,007	4	false	EVISTA	1,781	136	7,027.93	7,027.93	0
FFSU	AK	2,416,530	2	4,165	30	2,007	4	false	EVISTA	835	38	3,010.57	2,931	79.57
FFSU	AK	2,441,530	2	4,415	30	2,007	4	false	ZYPREXA	8,239	541	155,991.8	155,991.8	0
FFSU	AK	2,441,560	2	4,415	60	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,442,030	2	4,420	30	2,007	4	false	ZYPREXA	7,029	458	176,392.54	173,902.38	2,490.16
FFSU	AK	2,442,060	2	4,420	60	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,445,385	2	4,453	85	2,007	4	false	ZYPREXA ZY	2,209	75	20,735.99	19,612.94	1,123.05
FFSU	AK	2,445,485	2	4,454	85	2,007	4	false	ZYPREXA ZY	2,403	95	32,843.84	32,843.84	0
FFSU	AK	2,445,585	2	4,455	85	2,007	4	false	ZYPREXA ZY	800	53	15,932.24	14,704.93	1,227.31
FFSU	AK	2,445,685	2	4,456	85	2,007	4	false	ZYPREXA ZY	921	59	23,953.88	23,953.88	0
FFSU	AK	2,751,001	2	7,510	1	2,007	4	false	HUMALOG	1,840	90	16,729.68	16,342.52	387.16
FFSU	AK	2,751,101	2	7,511	1	2,007	4	true	HUMALOG MI	null	null	null	null	null
FFSU	AK	2,751,201	2	7,512	1	2,007	4	true	HUMALOG MI	null	null	null	null	null
FFSU	AK	2,751,659	2	7,516	59	2,007	4	true	HUMALOG	null	null	null	null	null
FFSU	AK	2,759,701	2	7,597	1	2,007	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,762,301	2	7,623	1	2,007	4	true	ALIMTA	null	null	null	null	null
FFSU	AK	2,803,101	2	8,031	1	2,007	4	false	GLUCAGON E	67	31	6,723.3	6,434.2	289.1
FFSU	AK	2,814,701	2	8,147	1	2,007	4	true	HUMATROPE	null	null	null	null	null
FFSU	AK	2,821,501	2	8,215	1	2,007	4	true	HUMULIN R	null	null	null	null	null
FFSU	AK	2,831,501	2	8,315	1	2,007	4	false	HUMULIN N	370	22	1,551.4	1,551.4	0
FFSU	AK	2,871,501	2	8,715	1	2,007	4	true	HUMULIN 70	null	null	null	null	null
FFSU	AK	2,872,559	2	8,725	59	2,007	4	false	HUMALOG	710	43	8,470.72	8,214.7	256.02
FFSU	AK	2,873,059	2	8,730	59	2,007	4	true	HUMULIN N	null	null	null	null	null
FFSU	AK	2,877,059	2	8,770	59	2,007	4	true	HUMULIN 70	null	null	null	null	null
FFSU	AK	2,879,359	2	8,793	59	2,007	4	true	HUMALOG MI	null	null	null	null	null
FFSU	AK	2,879,459	2	8,794	59	2,007	4	true	HUMALOG MI	null	null	null	null	null
FFSU	AK	2,897,101	2	8,971	1	2,007	4	true	FORTEO	null	null	null	null	null
FFSU	AK	2,951,501	2	9,515	1	2,007	4	true	HUMULIN 50	null	null	null	null	null
FFSU	AK	2,966,001	2	9,660	1	2,007	4	true	HUMAPEN ME	null	null	null	null	null
FFSU	AK	3,029,305	3	293	5	2,007	4	true	KENALOG-40	null	null	null	null	null
FFSU	AK	3,029,328	3	293	28	2,007	4	true	KENALOG-40	null	null	null	null	null
FFSU	AK	3,050,162	3	501	62	2,007	4	true	KENALOG	null	null	null	null	null
FFSU	AK	3,052,811	3	528	11	2,007	4	true	SPRYCEL	null	null	null	null	null
FFSU	AK	3,148,220	3	1,482	20	2,007	4	true	HALOG	null	null	null	null	null
FFSU	AK	3,161,112	3	1,611	12	2,007	4	true	BARACLUDE	null	null	null	null	null
FFSU	AK	3,161,212	3	1,612	12	2,007	4	false	BARACLUDE	217	17	5,359.63	5,359.63	0
FFSU	AK	3,173,745	3	1,737	45	2,007	4	true	TRIMOX 125	null	null	null	null	null
FFSU	AK	3,196,501	3	1,965	1	2,007	4	true	ZERIT	null	null	null	null	null
FFSU	AK	3,196,701	3	1,967	1	2,007	4	false	ZERIT	284	13	2,006.59	2,006.59	0
FFSU	AK	3,362,212	3	3,622	12	2,007	4	false	REYATAZ	272	29	8,582.8	8,582.8	0
FFSU	AK	3,362,312	3	3,623	12	2,007	4	true	REYATAZ	null	null	null	null	null
FFSU	AK	3,362,412	3	3,624	12	2,007	4	false	REYATAZ	1,668	37	25,742.26	25,742.26	0
FFSU	AK	3,363,112	3	3,631	12	2,007	4	true	REYATAZ	null	null	null	null	null
FFSU	AK	3,515,405	3	5,154	5	2,007	4	true	PRAVACHOL	null	null	null	null	null
FFSU	AK	3,517,805	3	5,178	5	2,007	4	true	PRAVACHOL	null	null	null	null	null
FFSU	AK	3,519,410	3	5,194	10	2,007	4	true	PRAVACHOL	null	null	null	null	null
FFSU	AK	3,633,617	3	6,336	17	2,007	4	true	DROXIA	null	null	null	null	null
FFSU	AK	4,002,828	4	28	28	2,007	4	true	NAPROSYN	null	null	null	null	null
FFSU	AK	4,003,822	4	38	22	2,007	4	false	VALCYTE	592	21	18,470.99	14,482.79	3,988.2
FFSU	AK	4,005,801	4	58	1	2,007	4	true	KLONOPIN	null	null	null	null	null
FFSU	AK	4,006,801	4	68	1	2,007	4	true	KLONOPIN	null	null	null	null	null
FFSU	AK	4,009,801	4	98	1	2,007	4	true	KLONOPIN	null	null	null	null	null
FFSU	AK	4,012,101	4	121	1	2,007	4	true	BUMEX	null	null	null	null	null
FFSU	AK	4,014,301	4	143	1	2,007	4	true	ROCALTROL	null	null	null	null	null
FFSU	AK	4,014,323	4	143	23	2,007	4	false	ROCALTROL	91	13	278.33	278.33	0
FFSU	AK	4,014,401	4	144	1	2,007	4	true	ROCALTROL	null	null	null	null	null
FFSU	AK	4,015,649	4	156	49	2,007	4	true	ACCUTANE	null	null	null	null	null
FFSU	AK	4,018,682	4	186	82	2,007	4	false	BONIVA	48	48	4,646.52	4,646.52	0
FFSU	AK	4,018,809	4	188	9	2,007	4	true	BONIVA	null	null	null	null	null
FFSU	AK	4,024,126	4	241	26	2,007	4	true	KYTRIL	null	null	null	null	null
FFSU	AK	4,024,451	4	244	51	2,007	4	false	INVIRASE	700	15	4,871.24	4,871.24	0
FFSU	AK	4,024,515	4	245	15	2,007	4	false	INVIRASE	530	15	1,628.69	1,628.69	0
FFSU	AK	4,025,901	4	259	1	2,007	4	false	CELLCEPT	1,020	22	3,729.1	2,703.97	1,025.13
FFSU	AK	4,025,943	4	259	43	2,007	4	true	CELLCEPT	null	null	null	null	null
FFSU	AK	4,026,001	4	260	1	2,007	4	false	CELLCEPT	3,679	55	25,838.48	23,481.53	2,356.95
FFSU	AK	4,026,043	4	260	43	2,007	4	true	CELLCEPT	null	null	null	null	null
FFSU	AK	4,026,129	4	261	29	2,007	4	true	CELLCEPT	null	null	null	null	null
FFSU	AK	4,026,401	4	264	1	2,007	4	true	DEMADEX	null	null	null	null	null
FFSU	AK	4,028,122	4	281	22	2,007	4	true	KLONOPIN	null	null	null	null	null

End of preview.

State Drug Utilization Data 2007

Description

Drug utilization data are reported by states for covered outpatient drugs that are paid for by state Medicaid agencies since the start of the Medicaid Drug Rebate Program. The data includes state, drug name, National Drug Code, number of prescriptions and dollars reimbursed. Data descriptions are available on Medicaid.gov: https://www.medicaid.gov/medicaid/prescription-drugs/state-drug-utilization-data/state-drug-utilization-data-faq/index.html

Dataset Details

Publisher: Centers for Medicare & Medicaid Services
Last Modified: 2024-06-11
Contact: Medicaid.gov ([email protected])

Source

Original data can be found at: https://healthdata.gov/d/73cb-dczt

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/state-drug-utilization-data-2007')

License

This dataset is licensed under https://www.usa.gov/government-works

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