Baselight

U.S. Opiate Prescriptions/Overdoses

Can you save lives through predictive modeling?

@kaggle.apryor6_us_opiate_prescriptions

Prescriber Info
@kaggle.apryor6_us_opiate_prescriptions.prescriber_info

  • 2.55 MB
  • 25000 rows
  • 256 columns
  • Only the first 100 columns are shown
npi

NPI

gender

Gender

state

State

credentials

Credentials

specialty

Specialty

abilify

ABILIFY

acetaminophen_codeine

ACETAMINOPHEN.CODEINE

acyclovir

ACYCLOVIR

advair_diskus

ADVAIR.DISKUS

aggrenox

AGGRENOX

alendronate_sodium

ALENDRONATE.SODIUM

allopurinol

ALLOPURINOL

alprazolam

ALPRAZOLAM

amiodarone_hcl

AMIODARONE.HCL

amitriptyline_hcl

AMITRIPTYLINE.HCL

amlodipine_besylate

AMLODIPINE.BESYLATE

amlodipine_besylate_benazepril

AMLODIPINE.BESYLATE.BENAZEPRIL

amoxicillin

AMOXICILLIN

amox_tr_potassium_clavulanate

AMOX.TR.POTASSIUM.CLAVULANATE

amphetamine_salt_combo

AMPHETAMINE.SALT.COMBO

atenolol

ATENOLOL

atorvastatin_calcium

ATORVASTATIN.CALCIUM

avodart

AVODART

azithromycin

AZITHROMYCIN

baclofen

BACLOFEN

bd_ultra_fine_pen_needle

BD.ULTRA.FINE.PEN.NEEDLE

benazepril_hcl

BENAZEPRIL.HCL

benicar

BENICAR

benicar_hct

BENICAR.HCT

benztropine_mesylate

BENZTROPINE.MESYLATE

bisoprolol_hydrochlorothiazide

BISOPROLOL.HYDROCHLOROTHIAZIDE

brimonidine_tartrate

BRIMONIDINE.TARTRATE

bumetanide

BUMETANIDE

bupropion_hcl_sr

BUPROPION.HCL.SR

bupropion_xl

BUPROPION.XL

buspirone_hcl

BUSPIRONE.HCL

bystolic

BYSTOLIC

carbamazepine

CARBAMAZEPINE

carbidopa_levodopa

CARBIDOPA.LEVODOPA

carisoprodol

CARISOPRODOL

cartia_xt

CARTIA.XT

carvedilol

CARVEDILOL

cefuroxime

CEFUROXIME

celebrex

CELEBREX

cephalexin

CEPHALEXIN

chlorhexidine_gluconate

CHLORHEXIDINE.GLUCONATE

chlorthalidone

CHLORTHALIDONE

cilostazol

CILOSTAZOL

ciprofloxacin_hcl

CIPROFLOXACIN.HCL

citalopram_hbr

CITALOPRAM.HBR

clindamycin_hcl

CLINDAMYCIN.HCL

clobetasol_propionate

CLOBETASOL.PROPIONATE

clonazepam

CLONAZEPAM

clonidine_hcl

CLONIDINE.HCL

clopidogrel

CLOPIDOGREL

clotrimazole_betamethasone

CLOTRIMAZOLE.BETAMETHASONE

colcrys

COLCRYS

combivent_respimat

COMBIVENT.RESPIMAT

crestor

CRESTOR

cyclobenzaprine_hcl

CYCLOBENZAPRINE.HCL

dexilant

DEXILANT

diazepam

DIAZEPAM

diclofenac_sodium

DICLOFENAC.SODIUM

dicyclomine_hcl

DICYCLOMINE.HCL

digox

DIGOX

digoxin

DIGOXIN

diltiazem_24hr_cd

DILTIAZEM.24HR.CD

diltiazem_24hr_er

DILTIAZEM.24HR.ER

diltiazem_er

DILTIAZEM.ER

diltiazem_hcl

DILTIAZEM.HCL

diovan

DIOVAN

diphenoxylate_atropine

DIPHENOXYLATE.ATROPINE

divalproex_sodium

DIVALPROEX.SODIUM

divalproex_sodium_er

DIVALPROEX.SODIUM.ER

donepezil_hcl

DONEPEZIL.HCL

dorzolamide_timolol

DORZOLAMIDE.TIMOLOL

doxazosin_mesylate

DOXAZOSIN.MESYLATE

doxepin_hcl

DOXEPIN.HCL

doxycycline_hyclate

DOXYCYCLINE.HYCLATE

duloxetine_hcl

DULOXETINE.HCL

enalapril_maleate

ENALAPRIL.MALEATE

escitalopram_oxalate

ESCITALOPRAM.OXALATE

estradiol

ESTRADIOL

exelon

EXELON

famotidine

FAMOTIDINE

felodipine_er

FELODIPINE.ER

fenofibrate

FENOFIBRATE

fentanyl

FENTANYL

finasteride

FINASTERIDE

flovent_hfa

FLOVENT.HFA

fluconazole

FLUCONAZOLE

fluoxetine_hcl

FLUOXETINE.HCL

fluticasone_propionate

FLUTICASONE.PROPIONATE

furosemide

FUROSEMIDE

gabapentin

GABAPENTIN

gemfibrozil

GEMFIBROZIL

glimepiride

GLIMEPIRIDE

glipizide

GLIPIZIDE

glipizide_er

GLIPIZIDE.ER

glipizide_xl

GLIPIZIDE.XL

glyburide

GLYBURIDE

haloperidol

HALOPERIDOL

humalog

HUMALOG

hydralazine_hcl

HYDRALAZINE.HCL

hydrochlorothiazide

HYDROCHLOROTHIAZIDE

hydrocodone_acetaminophen

HYDROCODONE.ACETAMINOPHEN

hydrocortisone

HYDROCORTISONE

hydromorphone_hcl

HYDROMORPHONE.HCL

hydroxyzine_hcl

HYDROXYZINE.HCL

ibandronate_sodium

IBANDRONATE.SODIUM

ibuprofen

IBUPROFEN

insulin_syringe

INSULIN.SYRINGE

ipratropium_bromide

IPRATROPIUM.BROMIDE

irbesartan

IRBESARTAN

isosorbide_mononitrate_er

ISOSORBIDE.MONONITRATE.ER

jantoven

JANTOVEN

janumet

JANUMET

januvia

JANUVIA

ketoconazole

KETOCONAZOLE

klor_con_10

KLOR.CON.10

klor_con_m10

KLOR.CON.M10

klor_con_m20

KLOR.CON.M20

labetalol_hcl

LABETALOL.HCL

lactulose

LACTULOSE

lamotrigine

LAMOTRIGINE

lansoprazole

LANSOPRAZOLE

lantus

LANTUS

lantus_solostar

LANTUS.SOLOSTAR

latanoprost

LATANOPROST

levemir

LEVEMIR

levemir_flexpen

LEVEMIR.FLEXPEN

levetiracetam

LEVETIRACETAM

levofloxacin

LEVOFLOXACIN

levothyroxine_sodium

LEVOTHYROXINE.SODIUM

lidocaine

LIDOCAINE

lisinopril

LISINOPRIL

lisinopril_hydrochlorothiazide

LISINOPRIL.HYDROCHLOROTHIAZIDE

lithium_carbonate

LITHIUM.CARBONATE

lorazepam

LORAZEPAM

losartan_hydrochlorothiazide

LOSARTAN.HYDROCHLOROTHIAZIDE

losartan_potassium

LOSARTAN.POTASSIUM

lovastatin

LOVASTATIN

lovaza

LOVAZA

lumigan

LUMIGAN

lyrica

LYRICA

meclizine_hcl

MECLIZINE.HCL

meloxicam

MELOXICAM

metformin_hcl

METFORMIN.HCL

metformin_hcl_er

METFORMIN.HCL.ER

methadone_hcl

METHADONE.HCL

methocarbamol

METHOCARBAMOL

methotrexate

METHOTREXATE

methylprednisolone

METHYLPREDNISOLONE

metoclopramide_hcl

METOCLOPRAMIDE.HCL

metolazone

METOLAZONE

metoprolol_succinate

METOPROLOL.SUCCINATE

metoprolol_tartrate

METOPROLOL.TARTRATE

metronidazole

METRONIDAZOLE

mirtazapine

MIRTAZAPINE

montelukast_sodium

MONTELUKAST.SODIUM

morphine_sulfate

MORPHINE.SULFATE

morphine_sulfate_er

MORPHINE.SULFATE.ER

mupirocin

MUPIROCIN

nabumetone

NABUMETONE

namenda

NAMENDA

namenda_xr

NAMENDA.XR

naproxen

NAPROXEN

nasonex

NASONEX

nexium

NEXIUM

niacin_er

NIACIN.ER

nifedical_xl

NIFEDICAL.XL

nifedipine_er

NIFEDIPINE.ER

nitrofurantoin_mono_macro

NITROFURANTOIN.MONO.MACRO

nitrostat

NITROSTAT

nortriptyline_hcl

NORTRIPTYLINE.HCL

novolog

NOVOLOG

novolog_flexpen

NOVOLOG.FLEXPEN

nystatin

NYSTATIN

olanzapine

OLANZAPINE

omeprazole

OMEPRAZOLE

ondansetron_hcl

ONDANSETRON.HCL

ondansetron_odt

ONDANSETRON.ODT

onglyza

ONGLYZA

oxcarbazepine

OXCARBAZEPINE

oxybutynin_chloride

OXYBUTYNIN.CHLORIDE

oxybutynin_chloride_er

OXYBUTYNIN.CHLORIDE.ER

oxycodone_acetaminophen

OXYCODONE.ACETAMINOPHEN

oxycodone_hcl

OXYCODONE.HCL

oxycontin

OXYCONTIN

pantoprazole_sodium

PANTOPRAZOLE.SODIUM

paroxetine_hcl

PAROXETINE.HCL

phenobarbital

PHENOBARBITAL

phenytoin_sodium_extended

PHENYTOIN.SODIUM.EXTENDED

pioglitazone_hcl

PIOGLITAZONE.HCL

polyethylene_glycol_3350

POLYETHYLENE.GLYCOL.3350

potassium_chloride

POTASSIUM.CHLORIDE

pradaxa

PRADAXA

pramipexole_dihydrochloride

PRAMIPEXOLE.DIHYDROCHLORIDE

pravastatin_sodium

PRAVASTATIN.SODIUM

prednisone

PREDNISONE

premarin

PREMARIN

primidone

PRIMIDONE

proair_hfa

PROAIR.HFA

promethazine_hcl

PROMETHAZINE.HCL

propranolol_hcl

PROPRANOLOL.HCL

propranolol_hcl_er

PROPRANOLOL.HCL.ER

quetiapine_fumarate

QUETIAPINE.FUMARATE

quinapril_hcl

QUINAPRIL.HCL

raloxifene_hcl

RALOXIFENE.HCL

ramipril

RAMIPRIL

ranexa

RANEXA

ranitidine_hcl

RANITIDINE.HCL

restasis

RESTASIS

risperidone

RISPERIDONE

ropinirole_hcl

ROPINIROLE.HCL

seroquel_xr

SEROQUEL.XR

sertraline_hcl

SERTRALINE.HCL

simvastatin

SIMVASTATIN

sotalol

SOTALOL

spiriva

SPIRIVA

spironolactone

SPIRONOLACTONE

sucralfate

SUCRALFATE

sulfamethoxazole_trimethoprim

SULFAMETHOXAZOLE.TRIMETHOPRIM

sumatriptan_succinate

SUMATRIPTAN.SUCCINATE

symbicort

SYMBICORT

synthroid

SYNTHROID

tamsulosin_hcl

TAMSULOSIN.HCL

temazepam

TEMAZEPAM

terazosin_hcl

TERAZOSIN.HCL

timolol_maleate

TIMOLOL.MALEATE

tizanidine_hcl

TIZANIDINE.HCL

tolterodine_tartrate_er

TOLTERODINE.TARTRATE.ER

topiramate

TOPIRAMATE

toprol_xl

TOPROL.XL

torsemide

TORSEMIDE

tramadol_hcl

TRAMADOL.HCL

travatan_z

TRAVATAN.Z

trazodone_hcl

TRAZODONE.HCL

triamcinolone_acetonide

TRIAMCINOLONE.ACETONIDE

triamterene_hydrochlorothiazid

TRIAMTERENE.HYDROCHLOROTHIAZID

valacyclovir

VALACYCLOVIR

valsartan

VALSARTAN

valsartan_hydrochlorothiazide

VALSARTAN.HYDROCHLOROTHIAZIDE

venlafaxine_hcl

VENLAFAXINE.HCL

venlafaxine_hcl_er

VENLAFAXINE.HCL.ER

ventolin_hfa

VENTOLIN.HFA

verapamil_er

VERAPAMIL.ER

vesicare

VESICARE

voltaren

VOLTAREN

vytorin

VYTORIN

warfarin_sodium

WARFARIN.SODIUM

xarelto

XARELTO

zetia

ZETIA

ziprasidone_hcl

ZIPRASIDONE.HCL

zolpidem_tartrate

ZOLPIDEM.TARTRATE

opioid_prescriber

Opioid.Prescriber

1710982582MTXDDSDentist
1245278100FALMDGeneral Surgery1341515154511192116222022143163
1427182161FNYM.D.General Practice194224123032
1669567541MAZMDInternal Medicine4321581327291521121342488131
1679650949MNVM.D.Hematology/Oncology1922
1548580897MPADOGeneral Surgery
1437192002MNHMDFamily Practice25475419112294387291816122711241111251514124625152711122715193229
1407113988FPARN, MSN, ANP-BCNurse Practitioner47291111
1023260569MTXO.D.Optometry2616
1821106832FWIMDInternal Medicine111522128955682613151311271211132125342672473823

CREATE TABLE prescriber_info (
  "npi" BIGINT,
  "gender" VARCHAR,
  "state" VARCHAR,
  "credentials" VARCHAR,
  "specialty" VARCHAR,
  "abilify" BIGINT,
  "acetaminophen_codeine" BIGINT,
  "acyclovir" BIGINT,
  "advair_diskus" BIGINT,
  "aggrenox" BIGINT,
  "alendronate_sodium" BIGINT,
  "allopurinol" BIGINT,
  "alprazolam" BIGINT,
  "amiodarone_hcl" BIGINT,
  "amitriptyline_hcl" BIGINT,
  "amlodipine_besylate" BIGINT,
  "amlodipine_besylate_benazepril" BIGINT,
  "amoxicillin" BIGINT,
  "amox_tr_potassium_clavulanate" BIGINT,
  "amphetamine_salt_combo" BIGINT,
  "atenolol" BIGINT,
  "atorvastatin_calcium" BIGINT,
  "avodart" BIGINT,
  "azithromycin" BIGINT,
  "baclofen" BIGINT,
  "bd_ultra_fine_pen_needle" BIGINT,
  "benazepril_hcl" BIGINT,
  "benicar" BIGINT,
  "benicar_hct" BIGINT,
  "benztropine_mesylate" BIGINT,
  "bisoprolol_hydrochlorothiazide" BIGINT,
  "brimonidine_tartrate" BIGINT,
  "bumetanide" BIGINT,
  "bupropion_hcl_sr" BIGINT,
  "bupropion_xl" BIGINT,
  "buspirone_hcl" BIGINT,
  "bystolic" BIGINT,
  "carbamazepine" BIGINT,
  "carbidopa_levodopa" BIGINT,
  "carisoprodol" BIGINT,
  "cartia_xt" BIGINT,
  "carvedilol" BIGINT,
  "cefuroxime" BIGINT,
  "celebrex" BIGINT,
  "cephalexin" BIGINT,
  "chlorhexidine_gluconate" BIGINT,
  "chlorthalidone" BIGINT,
  "cilostazol" BIGINT,
  "ciprofloxacin_hcl" BIGINT,
  "citalopram_hbr" BIGINT,
  "clindamycin_hcl" BIGINT,
  "clobetasol_propionate" BIGINT,
  "clonazepam" BIGINT,
  "clonidine_hcl" BIGINT,
  "clopidogrel" BIGINT,
  "clotrimazole_betamethasone" BIGINT,
  "colcrys" BIGINT,
  "combivent_respimat" BIGINT,
  "crestor" BIGINT,
  "cyclobenzaprine_hcl" BIGINT,
  "dexilant" BIGINT,
  "diazepam" BIGINT,
  "diclofenac_sodium" BIGINT,
  "dicyclomine_hcl" BIGINT,
  "digox" BIGINT,
  "digoxin" BIGINT,
  "diltiazem_24hr_cd" BIGINT,
  "diltiazem_24hr_er" BIGINT,
  "diltiazem_er" BIGINT,
  "diltiazem_hcl" BIGINT,
  "diovan" BIGINT,
  "diphenoxylate_atropine" BIGINT,
  "divalproex_sodium" BIGINT,
  "divalproex_sodium_er" BIGINT,
  "donepezil_hcl" BIGINT,
  "dorzolamide_timolol" BIGINT,
  "doxazosin_mesylate" BIGINT,
  "doxepin_hcl" BIGINT,
  "doxycycline_hyclate" BIGINT,
  "duloxetine_hcl" BIGINT,
  "enalapril_maleate" BIGINT,
  "escitalopram_oxalate" BIGINT,
  "estradiol" BIGINT,
  "exelon" BIGINT,
  "famotidine" BIGINT,
  "felodipine_er" BIGINT,
  "fenofibrate" BIGINT,
  "fentanyl" BIGINT,
  "finasteride" BIGINT,
  "flovent_hfa" BIGINT,
  "fluconazole" BIGINT,
  "fluoxetine_hcl" BIGINT,
  "fluticasone_propionate" BIGINT,
  "furosemide" BIGINT,
  "gabapentin" BIGINT,
  "gemfibrozil" BIGINT,
  "glimepiride" BIGINT,
  "glipizide" BIGINT,
  "glipizide_er" BIGINT,
  "glipizide_xl" BIGINT
);

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