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HHS-Official
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nadac-comparison

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nadac

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '004720+B41788282' 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: '004720+B41788282' 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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NDC Description string	NDC int64	Old NADAC Per Unit float64	New NADAC Per Unit float64	Classification for Rate Setting string	Percent Change float64	Primary Reason string	Start Date string	End Date string	Effective Date string
SILDENAFIL 50 MG TABLET	65,862,069,030	0.32867	0.29731	G	-9.54	Survey Rate	05/12/2021	05/19/2021	05/19/2021
TOLTERODINE TARTRATE 2 MG TAB	59,762,080,006	0.55468	0.51427	G	-7.29	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CARBIDOPA-LEVODOPA 25-100 TAB	63,739,010,810	0.09375	0.09648	G	2.91	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ETHOSUXIMIDE 250 MG/5 ML SOLN	59,762,235,005	0.19331	0.17895	G	-7.43	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LINEZOLID 600 MG TABLET	60,687,030,911	2.1968	2.01421	G	-8.31	Survey Rate	05/12/2021	05/19/2021	05/19/2021
SIMVASTATIN 40 MG TABLET	16,729,000,615	0.04449	0.04407	G	-0.94	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LEVOTHYROXINE 25 MCG TABLET	60,687,045,311	0.20441	0.19586	G	-4.18	Survey Rate	05/12/2021	05/19/2021	05/19/2021
TACROLIMUS 0.5 MG CAPSULE (IMMEDIATE RELEASE)	68,462,068,501	0.31981	0.32848	G	2.71	Survey Rate	05/12/2021	05/19/2021	05/19/2021
NICOTINE 2 MG MINI LOZENGE	70,000,011,701	0.35248	0.36501	G	3.55	Survey Rate	05/12/2021	05/19/2021	05/19/2021
FENTANYL 100 MCG/HR PATCH	378,912,498	8.21944	9.85076	G	19.85	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CYCLOBENZAPRINE 10 MG TABLET	591,565,805	0.02515	0.02697	G	7.24	Survey Rate	05/12/2021	05/19/2021	05/19/2021
TADALAFIL 2.5 MG TABLET	68,180,091,906	0.20161	0.21454	G	6.41	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LISINOPRIL 2.5 MG TABLET	76,282,041,701	0.01709	0.0176	G	2.98	Survey Rate	05/12/2021	05/19/2021	05/19/2021
FLUOCINOLONE 0.025% CREAM	713,070,960	1.00858	1.08593	G	7.67	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLOBETASOL 0.05% OINTMENT	43,386,009,662	0.42171	0.45732	G	8.44	Survey Rate	05/12/2021	05/19/2021	05/19/2021
OXYBUTYNIN CL ER 15 MG TABLET	62,175,027,241	0.27486	0.26491	G	-3.62	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ABACAVIR 300 MG TABLET	68,084,002,121	0.75817	0.55556	G	-26.72	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CEFTRIAXONE 1 GM VIAL	68,180,063,310	1.9905	2.3578	G	18.45	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLINDAMYCIN PH 1% GEL	73,473,030,060	0.87766	0.85695	G	-2.36	Survey Rate	05/12/2021	05/19/2021	05/19/2021
TRIAZOLAM 0.25 MG TABLET	59,762,371,809	1.31271	1.27052	G	-3.21	Survey Rate	05/12/2021	05/19/2021	05/19/2021
NICOTINE 4 MG LOZENGE	36,800,087,305	0.35975	0.35841	G	-0.37	Survey Rate	05/12/2021	05/19/2021	05/19/2021
METHYLPHENIDATE ER 36 MG TAB	62,037,072,601	1.2245	1.55265	G	26.8	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BUPROPION HCL SR 100 MG TABLET	43,547,028,809	0.14389	0.13265	G	-7.81	Survey Rate	05/12/2021	05/19/2021	05/19/2021
SILODOSIN 4 MG CAPSULE	68,180,074,006	0.85336	1.04077	G	21.96	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PRALUENT 150 MG/ML PEN	72,733,590,202	216.97885	217.84727	B	0.4	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PRASUGREL 5 MG TABLET	65,862,082,930	0.31642	0.4332	G	36.91	Survey Rate	05/12/2021	05/19/2021	05/19/2021
MIRTAZAPINE 45 MG TABLET	60,505,024,901	0.15578	0.15015	G	-3.61	Survey Rate	05/12/2021	05/19/2021	05/19/2021
HYDROCORTISONE 1% OINTMENT	51,672,201,802	0.07383	0.07051	G	-4.5	Survey Rate	05/12/2021	05/19/2021	05/19/2021
MIRTAZAPINE 45 MG TABLET	13,107,003,234	0.15578	0.15015	G	-3.61	Survey Rate	05/12/2021	05/19/2021	05/19/2021
OCELLA 3 MG-0.03 MG TABLET	555,913,167	0.30722	0.31965	G	4.05	Survey Rate	05/12/2021	05/19/2021	05/19/2021
HM ESOMEPRAZOLE MAG DR 20 MG	62,011,033,203	0.33683	0.3377	G	0.26	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CALCIPOTRIENE 0.005% OINTMENT	66,993,087,861	2.88573	2.62714	G	-8.96	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LITHIUM CARBONATE ER 300 MG TB	62,559,034,001	0.16111	0.16629	G	3.22	Survey Rate	05/12/2021	05/19/2021	05/19/2021
NYSTATIN-TRIAMCINOLONE CREAM	51,672,126,301	0.66646	0.80746	G	21.16	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLOBETASOL 0.05% CREAM	68,462,052,917	0.77305	0.74819	G	-3.22	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CYCLOBENZAPRINE 10 MG TABLET	52,817,033,210	0.02515	0.02697	G	7.24	Survey Rate	05/12/2021	05/19/2021	05/19/2021
DOFETILIDE 500 MCG CAPSULE	72,205,004,160	1.11657	1.06488	G	-4.63	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ERYTHROMYCIN 2% GEL	63,739,005,366	0.86186	1.06465	G	23.53	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LITHIUM CARBONATE ER 300 MG TB	64,980,020,505	0.16111	0.16629	G	3.22	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ACETAZOLAMIDE 250 MG TABLET	23,155,028,801	0.79053	0.6335	G	-19.86	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CEPHALEXIN 250 MG/5 ML SUSP	68,180,044,102	0.08905	0.08354	G	-6.19	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CARBAMAZEPINE 100 MG TAB CHEW	51,672,404,102	0.30214	0.29123	G	-3.61	Survey Rate	05/12/2021	05/19/2021	05/19/2021
MECLIZINE 12.5 MG TABLET	70,710,116,101	0.13778	0.12568	G	-8.78	Survey Rate	05/12/2021	05/19/2021	05/19/2021
RISPERIDONE 2 MG TABLET	50,268,069,711	0.06515	0.06993	G	7.34	Survey Rate	05/12/2021	05/19/2021	05/19/2021
AZITHROMYCIN 250 MG TABLET	50,111,078,766	0.5204	0.50357	G	-3.23	Survey Rate	05/12/2021	05/19/2021	05/19/2021
DIAZEPAM 5 MG TABLET	51,079,028,501	0.0251	0.02529	G	0.76	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BISOPROLOL-HYDROCHLOROTHIAZIDE 2.5-6.25 MG TB	93,324,101	0.36772	0.34055	G	-7.39	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PIROXICAM 20 MG CAPSULE	93,075,701	0.38451	0.59047	G	53.56	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CHLORPROMAZINE 100 MG TABLET	16,714,005,001	4.45341	4.05115	G	-9.03	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLARAVIS 40 MG CAPSULE	555,105,786	3.08318	3.43635	G	11.45	Survey Rate	05/12/2021	05/19/2021	05/19/2021
HYDRALAZINE 50 MG TABLET	76,282,031,101	0.05273	0.05327	G	1.02	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BACLOFEN 10 MG TABLET	31,722,099,801	0.08067	0.07572	G	-6.14	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLONIDINE HCL 0.2 MG TABLET	52,817,018,110	0.04036	0.04145	G	2.7	Survey Rate	05/12/2021	05/19/2021	05/19/2021
FLUTICASONE PROP 0.05% CREAM	713,063,131	0.30218	0.31844	G	5.38	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CIPROFLOXACIN HCL 500 MG TAB	65,862,007,701	0.14239	0.14001	G	-1.67	Survey Rate	05/12/2021	05/19/2021	05/19/2021
GABAPENTIN 600 MG TABLET	228,263,650	0.10366	0.10759	G	3.79	Survey Rate	05/12/2021	05/19/2021	05/19/2021
OLANZAPINE 15 MG TABLET	904,628,661	0.15889	0.15867	G	-0.14	Survey Rate	05/12/2021	05/19/2021	05/19/2021
MIRTAZAPINE 45 MG TABLET	57,237,001,030	0.15578	0.15015	G	-3.61	Survey Rate	05/12/2021	05/19/2021	05/19/2021
MYCOPHENOLIC ACID DR 180 MG TB	904,678,504	0.9067	0.855	G	-5.7	Survey Rate	05/12/2021	05/19/2021	05/19/2021
GS CHILD MUCUS RLF COUGH LIQ	113,041,926	0.01809	0.01828	G	1.05	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PROPRANOLOL 20 MG TABLET	591,555,510	0.09772	0.09133	G	-6.54	Survey Rate	05/12/2021	05/19/2021	05/19/2021
METHYLPREDNISOLONE 4 MG DOSEPK	68,382,091,634	0.20542	0.19862	G	-3.31	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ERYTHROMYCIN 500 MG FILMTAB	52,536,010,503	10.18131	13.22133	G	29.86	Survey Rate	05/12/2021	05/19/2021	05/19/2021
AMOX-CLAV 200-28.5 MG/5 ML SUS	781,610,246	0.0646	0.05959	G	-7.76	Survey Rate	05/12/2021	05/19/2021	05/19/2021
FENOFIBRATE 48 MG TABLET	378,306,577	0.12762	0.14638	G	14.7	Survey Rate	05/12/2021	05/19/2021	05/19/2021
HYOSCYAMINE 0.125 MG ODT	76,439,030,710	0.19417	0.19303	G	-0.59	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LEVALBUTEROL 1.25 MG/3 ML SOL	66,993,002,327	0.37136	0.35742	G	-3.75	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ALFUZOSIN HCL ER 10 MG TABLET	76,282,030,290	0.14076	0.15408	G	9.46	Survey Rate	05/12/2021	05/19/2021	05/19/2021
GABAPENTIN 300 MG CAPSULE	71,093,012,104	0.04797	0.05179	G	7.96	Survey Rate	05/12/2021	05/19/2021	05/19/2021
RECTIV 0.4% OINTMENT	58,914,030,180	20.47945	20.5115	B	0.16	Survey Rate	05/12/2021	05/19/2021	05/19/2021
TIMOLOL 0.5% GFS GEL-SOLUTION	61,314,022,505	38.85533	38.31422	G	-1.39	Survey Rate	05/12/2021	05/19/2021	05/19/2021
IBUPROFEN JR STR 100 MG TB CHW	70,000,024,001	0.13312	0.13405	G	0.7	Survey Rate	05/12/2021	05/19/2021	05/19/2021
SERTRALINE HCL 25 MG TABLET	16,729,021,516	0.07208	0.07032	G	-2.44	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLONAZEPAM 2 MG TABLET	93,321,305	0.0399	0.04031	G	1.03	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BUTORPHANOL 10 MG/ML SPRAY	378,963,943	14.40976	14.02387	G	-2.68	Survey Rate	05/12/2021	05/19/2021	05/19/2021
RANOLAZINE ER 1,000 MG TABLET	45,963,041,906	0.63629	0.67209	G	5.63	Survey Rate	05/12/2021	05/19/2021	05/19/2021
SM ASPIRIN 81 MG CHEWABLE TAB	70,677,007,001	0.02588	0.0278	G	7.42	Survey Rate	05/12/2021	05/19/2021	05/19/2021
NYSTATIN 100,000 UNIT/GM OINT	45,802,004,835	0.33933	0.42661	G	25.72	Survey Rate	05/12/2021	05/19/2021	05/19/2021
SIMVASTATIN 80 MG TABLET	16,729,000,717	0.09681	0.09484	G	-2.03	Survey Rate	05/12/2021	05/19/2021	05/19/2021
VENLAFAXINE HCL 25 MG TABLET	68,382,001,801	0.11509	0.12865	G	11.78	Survey Rate	05/12/2021	05/19/2021	05/19/2021
EPLERENONE 25 MG TABLET	16,729,029,315	0.97835	0.86488	G	-11.6	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BETAMETHASONE VALER 0.1% OINTM	713,032,715	0.96627	0.78572	G	-18.69	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PROPAFENONE HCL ER 225 MG CAP	69,680,013,060	1.90684	1.59264	G	-16.48	Survey Rate	05/12/2021	05/19/2021	05/19/2021
METHYLERGONOVINE 0.2 MG TABLET	69,238,160,502	14.35073	13.46155	G	-6.2	Survey Rate	05/12/2021	05/19/2021	05/19/2021
WARFARIN SODIUM 2 MG TABLET	51,672,402,803	0.11108	0.11036	G	-0.65	Survey Rate	05/12/2021	05/19/2021	05/19/2021
GLIPIZIDE 5 MG TABLET	378,110,505	0.03037	0.03225	G	6.19	Survey Rate	05/12/2021	05/19/2021	05/19/2021
RANOLAZINE ER 1,000 MG TABLET	70,756,070,460	0.63629	0.67209	G	5.63	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LORAZEPAM 0.5 MG TABLET	69,315,090,405	0.04127	0.0426	G	3.22	Survey Rate	05/12/2021	05/19/2021	05/19/2021
CLONIDINE 0.1 MG/DAY PATCH	378,087,199	7.71875	7.52275	G	-2.54	Survey Rate	05/12/2021	05/19/2021	05/19/2021
BUSPIRONE HCL 15 MG TABLET	51,079,096,020	0.06051	0.05791	G	-4.3	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ALBUTEROL SUL 0.63 MG/3 ML SOL	487,030,101	0.24284	0.2498	G	2.87	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LUTERA-28 TABLET	51,862,002,806	0.22634	0.24462	G	8.08	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LEVETIRACETAM ER 750 MG TABLET	68,001,011,406	0.54926	0.53954	G	-1.77	Survey Rate	05/12/2021	05/19/2021	05/19/2021
GALANTAMINE HBR 8 MG TABLET	65,862,045,960	0.52041	0.62945	G	20.95	Survey Rate	05/12/2021	05/19/2021	05/19/2021
LOPREEZA 0.5 MG-0.1 MG TABLET	69,238,125,206	2.03633	2.13888	G	5.04	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PROPRANOLOL ER 120 MG CAPSULE	527,411,837	0.5005	0.47457	G	-5.18	Survey Rate	05/12/2021	05/19/2021	05/19/2021
FLECAINIDE ACETATE 100 MG TAB	50,268,032,111	0.25247	0.25995	G	2.96	Survey Rate	05/12/2021	05/19/2021	05/19/2021
ARIPIPRAZOLE 2 MG TABLET	13,668,021,630	0.15888	0.15864	G	-0.15	Survey Rate	05/12/2021	05/19/2021	05/19/2021
OXYCODONE HCL 30 MG TABLET	42,858,000,501	0.24666	0.25127	G	1.87	Survey Rate	05/12/2021	05/19/2021	05/19/2021
PREDNISONE 20 MG TABLET	60,687,014,501	0.11361	0.1135	G	-0.1	Survey Rate	05/12/2021	05/19/2021	05/19/2021

End of preview.

NADAC Comparison

Description

The NADAC Weekly Comparison identifies the drug products with current NADAC rates that are replaced with new NADAC rates. Other changes (e.g. NDC additions and terminations) to the NADAC file are not reflected in this comparison.

Note: Effective Date was not recorded in the dataset until 6/7/2017

Dataset Details

Publisher: Centers for Medicare & Medicaid Services
Last Modified: 2025-04-22
Contact: Medicaid.gov ([email protected])

Source

Original data can be found at: https://healthdata.gov/d/47ta-vew3

Usage

You can load this dataset using:

from datasets import load_dataset
 dataset = load_dataset('HHS-Official/nadac-comparison')

License

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

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