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HHS-Official
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state-drug-utilization-data-2000

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '398225090-1' 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: '398225090-1' 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	2,035,102	2	351	2	2,000	4	false	DARVOCET N	534	14	253.73	0	0
FFSU	AK	2,035,302	2	353	2	2,000	4	false	DARVON-N	1,326	15	947.11	0	0
FFSU	AK	2,036,302	2	363	2	2,000	4	false	DARVOCET-N	1,750	20	1,258.3	0	0
FFSU	AK	2,036,303	2	363	3	2,000	4	false	DARVOCET-N	1,020	13	740.57	0	0
FFSU	AK	2,064,002	2	640	2	2,000	4	false	SECONAL SO	262	13	222.82	0	0
FFSU	AK	2,080,302	2	803	2	2,000	4	true	DARVON	null	null	null	null	null
FFSU	AK	2,081,902	2	819	2	2,000	4	true	AVENTYL HC	null	null	null	null	null
FFSU	AK	2,103,204	2	1,032	4	2,000	4	true	PHENOBARBI	null	null	null	null	null
FFSU	AK	2,103,302	2	1,033	2	2,000	4	true	PHENOBARBI	null	null	null	null	null
FFSU	AK	2,103,702	2	1,037	2	2,000	4	true	PHENOBARBI	null	null	null	null	null
FFSU	AK	2,311,102	2	3,111	2	2,000	4	true	DARVON COM	null	null	null	null	null
FFSU	AK	2,312,642	2	3,126	42	2,000	4	true	VANCOCIN H	null	null	null	null	null
FFSU	AK	2,314,403	2	3,144	3	2,000	4	false	AXID	826	39	1,952.52	0	0
FFSU	AK	2,314,460	2	3,144	60	2,000	4	false	AXID	6,446	122	12,857.48	0	0
FFSU	AK	2,314,530	2	3,145	30	2,000	4	false	AXID	933	26	3,579.59	0	0
FFSU	AK	2,317,030	2	3,170	30	2,000	4	false	LORABID	325	16	1,401.4	0	0
FFSU	AK	2,317,130	2	3,171	30	2,000	4	false	LORABID	354	16	2,080.94	0	0
FFSU	AK	2,321,045	2	3,210	45	2,000	4	true	SARAFEM	null	null	null	null	null
FFSU	AK	2,322,045	2	3,220	45	2,000	4	true	SARAFEM	null	null	null	null	null
FFSU	AK	2,400,602	2	4,006	2	2,000	4	true	PROZAC	null	null	null	null	null
FFSU	AK	2,400,630	2	4,006	30	2,000	4	false	PROZAC	2,849	100	7,662.11	0	0
FFSU	AK	2,411,260	2	4,112	60	2,000	4	false	ZYPREXA	16,265	740	79,921.54	0	0
FFSU	AK	2,411,533	2	4,115	33	2,000	4	false	ZYPREXA	1,720	54	9,755.55	0	0
FFSU	AK	2,411,560	2	4,115	60	2,000	4	false	ZYPREXA	29,659	956	166,479.35	0	0
FFSU	AK	2,411,633	2	4,116	33	2,000	4	false	ZYPREXA	483	23	2,857.18	0	0
FFSU	AK	2,411,660	2	4,116	60	2,000	4	false	ZYPREXA	11,539	368	64,809.94	0	0
FFSU	AK	2,411,733	2	4,117	33	2,000	4	false	ZYPREXA	623	18	5,291.25	0	0
FFSU	AK	2,411,760	2	4,117	60	2,000	4	false	ZYPREXA	70,420	2,011	592,308.85	0	0
FFSU	AK	2,416,502	2	4,165	2	2,000	4	false	RALOXIFENE	3,420	132	7,593.83	0	0
FFSU	AK	2,416,507	2	4,165	7	2,000	4	true	RALOXIFENE	null	null	null	null	null
FFSU	AK	2,416,530	2	4,165	30	2,000	4	false	RALOXIFENE	2,142	131	5,385.57	0	0
FFSU	AK	2,441,530	2	4,415	30	2,000	4	false	ZYPREXA	10,253	402	127,123.97	0	0
FFSU	AK	2,441,533	2	4,415	33	2,000	4	true	ZYPREXA	null	null	null	null	null
FFSU	AK	2,441,560	2	4,415	60	2,000	4	false	ZYPREXA	380	27	4,924.37	0	0
FFSU	AK	2,445,385	2	4,453	85	2,000	4	false	ZYPREXA ZY	366	11	2,527.83	0	0
FFSU	AK	2,445,485	2	4,454	85	2,000	4	false	ZYPREXA ZY	543	18	5,359.82	0	0
FFSU	AK	2,505,868	2	5,058	68	2,000	4	true	CECLOR	null	null	null	null	null
FFSU	AK	2,513,548	2	5,135	48	2,000	4	false	LORABID	1,500	13	618.34	0	0
FFSU	AK	2,513,587	2	5,135	87	2,000	4	true	LORABID	null	null	null	null	null
FFSU	AK	2,513,618	2	5,136	18	2,000	4	true	LORABID	null	null	null	null	null
FFSU	AK	2,513,648	2	5,136	48	2,000	4	false	LORABID	10,650	105	6,973.21	0	0
FFSU	AK	2,513,687	2	5,136	87	2,000	4	false	LORABID	1,050	14	795.02	0	0
FFSU	AK	2,719,501	2	7,195	1	2,000	4	true	ONCOVIN	null	null	null	null	null
FFSU	AK	2,751,001	2	7,510	1	2,000	4	false	HUMALOG	2,541	158	9,212.3	0	0
FFSU	AK	2,751,559	2	7,515	59	2,000	4	true	HUMALOG CA	null	null	null	null	null
FFSU	AK	2,803,101	2	8,031	1	2,000	4	false	GLUCAGON F	67	23	4,635.38	0	0
FFSU	AK	2,821,501	2	8,215	1	2,000	4	false	HUMULIN R	9,295	351	13,393.12	0	0
FFSU	AK	2,831,501	2	8,315	1	2,000	4	false	HUMULIN N	30,346	617	27,082.57	0	0
FFSU	AK	2,831,759	2	8,317	59	2,000	4	true	HUMULIN N	null	null	null	null	null
FFSU	AK	2,841,501	2	8,415	1	2,000	4	false	HUMULIN L	200	16	481.32	0	0
FFSU	AK	2,850,101	2	8,501	1	2,000	4	true	HUMULIN R	null	null	null	null	null
FFSU	AK	2,861,501	2	8,615	1	2,000	4	false	HUMULIN U	580	42	1,435.62	0	0
FFSU	AK	2,871,501	2	8,715	1	2,000	4	false	HUMULIN 70	9,050	469	21,742.39	0	0
FFSU	AK	2,871,759	2	8,717	59	2,000	4	true	HUMULIN 70	null	null	null	null	null
FFSU	AK	2,872,559	2	8,725	59	2,000	4	false	HUMALOG PE	225	12	1,330.91	0	0
FFSU	AK	2,873,059	2	8,730	59	2,000	4	false	HUMULIN N	495	23	2,214.56	0	0
FFSU	AK	2,877,059	2	8,770	59	2,000	4	false	HUMULIN 70	570	19	2,499.87	0	0
FFSU	AK	2,879,459	2	8,794	59	2,000	4	true	HUMALOG MI	null	null	null	null	null
FFSU	AK	2,951,501	2	9,515	1	2,000	4	false	HUMULIN 50	610	24	1,501.75	0	0
FFSU	AK	3,010,120	3	101	20	2,000	4	true	TRIMOX	null	null	null	null	null
FFSU	AK	3,010,150	3	101	50	2,000	4	true	TRIMOX 250	null	null	null	null	null
FFSU	AK	3,010,160	3	101	60	2,000	4	false	TRIMOX 250	4,359	142	1,316.86	0	0
FFSU	AK	3,010,920	3	109	20	2,000	4	false	TRIMOX	310	11	101.26	0	0
FFSU	AK	3,010,951	3	109	51	2,000	4	true	TRIMOX 500	null	null	null	null	null
FFSU	AK	3,010,955	3	109	55	2,000	4	true	TRIMOX	null	null	null	null	null
FFSU	AK	3,010,960	3	109	60	2,000	4	false	TRIMOX 500	14,302	384	5,299.48	0	0
FFSU	AK	3,011,350	3	113	50	2,000	4	true	VELOSEF	null	null	null	null	null
FFSU	AK	3,011,450	3	114	50	2,000	4	true	VELOSEF '5	null	null	null	null	null
FFSU	AK	3,011,550	3	115	50	2,000	4	false	VEETIDS '2	680	14	117.97	0	0
FFSU	AK	3,011,575	3	115	75	2,000	4	false	VEETIDS '2	2,634	51	406.82	0	0
FFSU	AK	3,011,650	3	116	50	2,000	4	false	VEETIDS 50	1,414	49	358.39	0	0
FFSU	AK	3,011,675	3	116	75	2,000	4	false	VEETIDS 50	13,910	280	2,101.71	0	0
FFSU	AK	3,012,250	3	122	50	2,000	4	true	PRINCIPEN	null	null	null	null	null
FFSU	AK	3,013,450	3	134	50	2,000	4	false	PRINCIPEN	425	12	122.71	0	0
FFSU	AK	3,013,460	3	134	60	2,000	4	true	PRINCIPEN	null	null	null	null	null
FFSU	AK	3,023,250	3	232	50	2,000	4	true	CORGARD 20	null	null	null	null	null
FFSU	AK	3,024,820	3	248	20	2,000	4	true	HALOG 0.1%	null	null	null	null	null
FFSU	AK	3,024,830	3	248	30	2,000	4	true	HALOG 0.1%	null	null	null	null	null
FFSU	AK	3,024,920	3	249	20	2,000	4	true	HALOG 0.1%	null	null	null	null	null
FFSU	AK	3,025,150	3	251	50	2,000	4	false	DELESTROGE	110	15	2,477.26	0	0
FFSU	AK	3,028,350	3	283	50	2,000	4	true	CORZIDE 40	null	null	null	null	null
FFSU	AK	3,029,320	3	293	20	2,000	4	true	KENALOG-40	null	null	null	null	null
FFSU	AK	3,029,328	3	293	28	2,000	4	true	KENALOG-40	null	null	null	null	null
FFSU	AK	3,033,850	3	338	50	2,000	4	true	CAPOZIDE 2	null	null	null	null	null
FFSU	AK	3,034,350	3	343	50	2,000	4	true	DELESTROGE	null	null	null	null	null
FFSU	AK	3,042,950	3	429	50	2,000	4	false	FLORINEF A	4,048	147	3,861.56	0	0
FFSU	AK	3,045,250	3	452	50	2,000	4	true	CAPOTEN	null	null	null	null	null
FFSU	AK	3,050,162	3	501	62	2,000	4	false	KENALOG	1,953	24	1,159.14	0	0
FFSU	AK	3,050,646	3	506	46	2,000	4	true	KENALOG	null	null	null	null	null
FFSU	AK	3,055,952	3	559	52	2,000	4	true	MINERAL OI	null	null	null	null	null
FFSU	AK	3,056,660	3	566	60	2,000	4	true	MYCOLOG II	null	null	null	null	null
FFSU	AK	3,056,902	3	569	2	2,000	4	true	PROLIXIN	null	null	null	null	null
FFSU	AK	3,056,915	3	569	15	2,000	4	false	PROLIXIN	65	13	1,624.02	0	0
FFSU	AK	3,058,810	3	588	10	2,000	4	true	MYCOSTATIN	null	null	null	null	null
FFSU	AK	3,058,860	3	588	60	2,000	4	false	MYCOSTATIN	710	11	119.31	0	0
FFSU	AK	3,059,320	3	593	20	2,000	4	false	MYCOSTATIN	390	14	806.91	0	0
FFSU	AK	3,060,343	3	603	43	2,000	4	true	SUMYCIN '5	null	null	null	null	null
FFSU	AK	3,065,540	3	655	40	2,000	4	true	SUMYCIN '2	null	null	null	null	null
FFSU	AK	3,065,560	3	655	60	2,000	4	false	SUMYCIN '2	880	15	115.04	0	0
FFSU	AK	3,066,345	3	663	45	2,000	4	true	SUMYCIN '2	null	null	null	null	null

End of preview.

State Drug Utilization Data 2000

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 (Medicaid.gov@cms.hhs.gov)

Source

Original data can be found at: https://healthdata.gov/d/4d2m-mezn

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/state-drug-utilization-data-2000')

License

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

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