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train · 179M rows

Prscrbr_NPI int32	Prscrbr_State_Abrvtn string	Prscrbr_Type string	Brnd_Name string	Gnrc_Name string	Tot_Clms int32	Tot_Drug_Cst float64	Tot_Benes float32	Year int16	Launch_Year float32	First_Prescription_Year int16	Adoption_Lag float32	Early_Adopter int8	Years_Since_Launch float32
1,013,334,036	PA	Family Practice	Losartan Potassium	Losartan Potassium	11	35.88	null	2,017	2,010	2,017	7	0	7
1,013,334,036	PA	Family Practice	Meloxicam	Meloxicam	14	39.14	null	2,017	2,004	2,017	13	0	13
1,013,334,036	PA	Family Practice	Metoprolol Succinate	Metoprolol Succinate	23	348.42	11	2,017	2,006	2,017	11	0	11
1,013,334,036	PA	Family Practice	Metoprolol Tartrate	Metoprolol Tartrate	27	116.14	null	2,017	1,993	2,017	24	0	24
1,013,334,036	PA	Family Practice	Omeprazole	Omeprazole	25	312.09	11	2,017	2,002	2,017	15	0	15
1,013,334,036	PA	Family Practice	Pantoprazole Sodium	Pantoprazole Sodium	28	163	null	2,017	2,007	2,017	10	0	10
1,013,334,036	PA	Family Practice	Pravastatin Sodium	Pravastatin Sodium	21	236.68	null	2,017	2,006	2,017	11	0	11
1,013,334,036	PA	Family Practice	Prednisone	Prednisone	18	66.82	15	2,017	1,982	2,017	35	0	35
1,013,334,036	PA	Family Practice	Proair Hfa	Albuterol Sulfate	12	698.55	null	2,017	2,004	2,017	13	0	13
1,013,334,036	PA	Family Practice	Rosuvastatin Calcium	Rosuvastatin Calcium	12	476.42	null	2,017	2,016	2,017	1	1	1
1,013,334,036	PA	Family Practice	Simvastatin	Simvastatin	38	133.48	17	2,017	2,006	2,017	11	0	11
1,013,334,036	PA	Family Practice	Synthroid	Levothyroxine Sodium	14	366.45	null	2,017	2,002	2,017	15	0	15
1,013,334,036	PA	Family Practice	Triamcinolone Acetonide	Triamcinolone Acetonide	15	170.66	11	2,017	1,982	2,017	35	0	35
1,013,334,036	PA	Family Practice	Ventolin Hfa	Albuterol Sulfate	25	1,335.12	17	2,017	2,001	2,017	16	0	16
1,013,334,036	PA	Family Practice	Warfarin Sodium	Warfarin Sodium	23	164.98	null	2,017	1,982	2,017	35	0	35
1,013,334,036	PA	Family Practice	Xarelto	Rivaroxaban	14	5,385.73	null	2,017	2,011	2,017	6	0	6
1,013,334,069	LA	Hospitalist	Amlodipine Besylate	Amlodipine Besylate	22	80.61	null	2,017	2,005	2,017	12	0	12
1,013,334,069	LA	Hospitalist	Atorvastatin Calcium	Atorvastatin Calcium	17	506.88	null	2,017	2,011	2,017	6	0	6
1,013,334,069	LA	Hospitalist	Furosemide	Furosemide	11	37.95	null	2,017	1,982	2,017	35	0	35
1,013,334,069	LA	Hospitalist	Gabapentin	Gabapentin	14	581.52	null	2,017	2,003	2,017	14	0	14
1,013,334,069	LA	Hospitalist	Hydrochlorothiazide	Hydrochlorothiazide	11	41.75	null	2,017	1,982	2,017	35	0	35
1,013,334,069	LA	Hospitalist	Lisinopril	Lisinopril	24	149.42	null	2,017	2,002	2,017	15	0	15
1,013,334,069	LA	Hospitalist	Metoprolol Tartrate	Metoprolol Tartrate	11	71.73	null	2,017	1,993	2,017	24	0	24
1,013,334,069	LA	Hospitalist	Pantoprazole Sodium	Pantoprazole Sodium	12	278.18	null	2,017	2,007	2,017	10	0	10
1,013,334,069	LA	Hospitalist	Ventolin Hfa	Albuterol Sulfate	11	1,304.35	null	2,017	2,001	2,017	16	0	16
1,013,334,093	NY	Dermatology	Fluocinolone Acetonide	Fluocinolone Acetonide	17	2,499.2	null	2,017	1,982	2,017	35	0	35
1,013,334,093	NY	Dermatology	Hydrocortisone	Hydrocortisone	12	60.67	11	2,017	1,982	2,017	35	0	35
1,013,334,093	NY	Dermatology	Ketoconazole	Ketoconazole	12	490.81	null	2,017	1,999	2,017	18	0	18
1,013,334,093	NY	Dermatology	Triamcinolone Acetonide	Triamcinolone Acetonide	21	289.71	16	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Amlodipine Besylate	Amlodipine Besylate	56	383.98	16	2,017	2,005	2,017	12	0	12
1,013,334,218	MD	Nurse Practitioner	Atenolol	Atenolol	27	208.42	null	2,017	1,988	2,017	29	0	29
1,013,334,218	MD	Nurse Practitioner	Atorvastatin Calcium	Atorvastatin Calcium	35	519.36	null	2,017	2,011	2,017	6	0	6
1,013,334,218	MD	Nurse Practitioner	Ciclopirox	Ciclopirox Olamine	11	290.22	null	2,017	1,997	2,017	20	0	20
1,013,334,218	MD	Nurse Practitioner	Clonazepam	Clonazepam	14	149.59	null	2,017	1,996	2,017	21	0	21
1,013,334,218	MD	Nurse Practitioner	Diclofenac Sodium	Diclofenac Sodium	18	690.42	null	2,017	1,995	2,017	22	0	22
1,013,334,218	MD	Nurse Practitioner	Eliquis	Apixaban	14	5,821.8	null	2,017	2,012	2,017	5	0	5
1,013,334,218	MD	Nurse Practitioner	Escitalopram Oxalate	Escitalopram Oxalate	19	421.9	null	2,017	2,007	2,017	10	0	10
1,013,334,218	MD	Nurse Practitioner	Fluticasone Propionate	Fluticasone Propionate	15	151.38	null	2,017	2,004	2,017	13	0	13
1,013,334,218	MD	Nurse Practitioner	Furosemide	Furosemide	113	637.61	33	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Glipizide	Glipizide	12	280.43	null	2,017	1,994	2,017	23	0	23
1,013,334,218	MD	Nurse Practitioner	Lisinopril	Lisinopril	34	248.62	null	2,017	2,002	2,017	15	0	15
1,013,334,218	MD	Nurse Practitioner	Lorazepam	Lorazepam	24	175.72	12	2,017	1,985	2,017	32	0	32
1,013,334,218	MD	Nurse Practitioner	Losartan Potassium	Losartan Potassium	30	328.16	null	2,017	2,010	2,017	7	0	7
1,013,334,218	MD	Nurse Practitioner	Metoprolol Succinate	Metoprolol Succinate	18	476.5	null	2,017	2,006	2,017	11	0	11
1,013,334,218	MD	Nurse Practitioner	Metoprolol Tartrate	Metoprolol Tartrate	41	343.02	11	2,017	1,993	2,017	24	0	24
1,013,334,218	MD	Nurse Practitioner	Mirtazapine	Mirtazapine	41	422.82	null	2,017	2,003	2,017	14	0	14
1,013,334,218	MD	Nurse Practitioner	Nystatin	Nystatin	14	260.14	null	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Omeprazole	Omeprazole	31	381.54	null	2,017	2,002	2,017	15	0	15
1,013,334,218	MD	Nurse Practitioner	Pantoprazole Sodium	Pantoprazole Sodium	23	491.38	null	2,017	2,007	2,017	10	0	10
1,013,334,218	MD	Nurse Practitioner	Polyethylene Glycol 3350	Polyethylene Glycol 3350	12	286.23	null	2,017	2,006	2,017	11	0	11
1,013,334,218	MD	Nurse Practitioner	Prednisone	Prednisone	11	31.17	null	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Quetiapine Fumarate	Quetiapine Fumarate	24	237.47	null	2,017	2,012	2,017	5	0	5
1,013,334,218	MD	Nurse Practitioner	Risperidone	Risperidone	20	795.35	null	2,017	2,008	2,017	9	0	9
1,013,334,218	MD	Nurse Practitioner	Spironolactone	Spironolactone	12	61.21	null	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Triamcinolone Acetonide	Triamcinolone Acetonide	17	202.09	null	2,017	1,982	2,017	35	0	35
1,013,334,218	MD	Nurse Practitioner	Viibryd	Vilazodone Hcl	12	2,010.17	null	2,017	2,011	2,017	6	0	6
1,013,334,218	MD	Nurse Practitioner	Voltaren	Diclofenac Sodium	24	1,381.88	null	2,017	1,988	2,017	29	0	29
1,013,334,218	MD	Nurse Practitioner	Warfarin Sodium	Warfarin Sodium	33	487.37	null	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Alendronate Sodium	Alendronate Sodium	34	211.7	13	2,017	2,008	2,017	9	0	9
1,013,334,333	FL	Nurse Practitioner	Alprazolam	Alprazolam	55	223.7	22	2,017	1,993	2,017	24	0	24
1,013,334,333	FL	Nurse Practitioner	Amlodipine Besylate	Amlodipine Besylate	86	498.12	46	2,017	2,005	2,017	12	0	12
1,013,334,333	FL	Nurse Practitioner	Ammonium Lactate	Ammonium Lactate	16	394.76	null	2,017	2,002	2,017	15	0	15
1,013,334,333	FL	Nurse Practitioner	Anoro Ellipta	Umeclidinium Brm/Vilanterol Tr	14	5,203.96	null	2,017	2,013	2,017	4	0	4
1,013,334,333	FL	Nurse Practitioner	Atenolol	Atenolol	38	186.19	21	2,017	1,988	2,017	29	0	29
1,013,334,333	FL	Nurse Practitioner	Atorvastatin Calcium	Atorvastatin Calcium	93	1,857.85	54	2,017	2,011	2,017	6	0	6
1,013,334,333	FL	Nurse Practitioner	Azithromycin	Azithromycin	53	270.75	47	2,017	2,005	2,017	12	0	12
1,013,334,333	FL	Nurse Practitioner	Baclofen	Baclofen	32	247.98	25	2,017	1,988	2,017	29	0	29
1,013,334,333	FL	Nurse Practitioner	Breo Ellipta	Fluticasone/Vilanterol	15	5,435.05	null	2,017	2,013	2,017	4	0	4
1,013,334,333	FL	Nurse Practitioner	Bumetanide	Bumetanide	13	457.98	null	2,017	1,994	2,017	23	0	23
1,013,334,333	FL	Nurse Practitioner	Carafate	Sucralfate	11	3,705.99	null	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Carvedilol	Carvedilol	51	263.02	21	2,017	2,007	2,017	10	0	10
1,013,334,333	FL	Nurse Practitioner	Celecoxib	Celecoxib	17	1,166.55	null	2,017	2,014	2,017	3	0	3
1,013,334,333	FL	Nurse Practitioner	Cephalexin	Cephalexin	16	82.56	16	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Cialis	Tadalafil	11	2,901.41	null	2,017	2,003	2,017	14	0	14
1,013,334,333	FL	Nurse Practitioner	Clonazepam	Clonazepam	24	118.64	12	2,017	1,996	2,017	21	0	21
1,013,334,333	FL	Nurse Practitioner	Combivent Respimat	Ipratropium/Albuterol Sulfate	13	5,836.14	null	2,017	2,011	2,017	6	0	6
1,013,334,333	FL	Nurse Practitioner	Dexilant	Dexlansoprazole	30	12,295.74	13	2,017	2,009	2,017	8	0	8
1,013,334,333	FL	Nurse Practitioner	Diazepam	Diazepam	15	56.68	null	2,017	1,985	2,017	32	0	32
1,013,334,333	FL	Nurse Practitioner	Diclofenac Sodium	Diclofenac Sodium	32	646.97	21	2,017	1,995	2,017	22	0	22
1,013,334,333	FL	Nurse Practitioner	Doxycycline Hyclate	Doxycycline Hyclate	23	554.23	23	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Dutasteride	Dutasteride	16	343.93	null	2,017	2,010	2,017	7	0	7
1,013,334,333	FL	Nurse Practitioner	Eliquis	Apixaban	15	6,237.96	null	2,017	2,012	2,017	5	0	5
1,013,334,333	FL	Nurse Practitioner	Enalapril Maleate	Enalapril Maleate	11	380.12	null	2,017	2,000	2,017	17	0	17
1,013,334,333	FL	Nurse Practitioner	Escitalopram Oxalate	Escitalopram Oxalate	20	129.12	null	2,017	2,007	2,017	10	0	10
1,013,334,333	FL	Nurse Practitioner	Famotidine	Famotidine	21	117.71	null	2,017	2,001	2,017	16	0	16
1,013,334,333	FL	Nurse Practitioner	Finasteride	Finasteride	35	382.33	16	2,017	2,006	2,017	11	0	11
1,013,334,333	FL	Nurse Practitioner	Flunisolide	Flunisolide	21	1,222.26	15	2,017	2,002	2,017	15	0	15
1,013,334,333	FL	Nurse Practitioner	Fluticasone Propionate	Fluticasone Propionate	20	266.16	11	2,017	2,004	2,017	13	0	13
1,013,334,333	FL	Nurse Practitioner	Furosemide	Furosemide	50	204.64	27	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Gabapentin	Gabapentin	77	608.09	31	2,017	2,003	2,017	14	0	14
1,013,334,333	FL	Nurse Practitioner	Gemfibrozil	Gemfibrozil	24	427.41	11	2,017	1,993	2,017	24	0	24
1,013,334,333	FL	Nurse Practitioner	Glipizide	Glipizide	26	150.89	14	2,017	1,994	2,017	23	0	23
1,013,334,333	FL	Nurse Practitioner	Hydrochlorothiazide	Hydrochlorothiazide	64	255.12	40	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Ibu	Ibuprofen	37	272.52	24	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Ibuprofen	Ibuprofen	32	132.96	17	2,017	1,985	2,017	32	0	32
1,013,334,333	FL	Nurse Practitioner	Irbesartan	Irbesartan	15	340.62	null	2,017	2,012	2,017	5	0	5
1,013,334,333	FL	Nurse Practitioner	Lactulose	Lactulose	19	164.33	null	2,017	1,982	2,017	35	0	35
1,013,334,333	FL	Nurse Practitioner	Latanoprost	Latanoprost	14	396.05	null	2,017	2,011	2,017	6	0	6
1,013,334,333	FL	Nurse Practitioner	Levofloxacin	Levofloxacin	38	404.69	35	2,017	2,010	2,017	7	0	7
1,013,334,333	FL	Nurse Practitioner	Levothyroxine Sodium	Levothyroxine Sodium	109	1,703.02	45	2,017	2,002	2,017	15	0	15

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Number of rows:

179,028,589