Frequencies for first 10,000 rows of med9 variable in namcs2014 dataset : Medication #9 | Freq. Percent Cum. ----------------------------------------+----------------------------------- NO ENTRY MADE | 8,800 88.00 88.00 LIDODERM PATCH | 3 0.03 88.03 VIACTIV | 1 0.01 88.04 EXCEDRIN MIGRAINE | 1 0.01 88.05 PROTONIX | 6 0.06 88.11 MOBIC | 1 0.01 88.12 OSTEO-BIFLEX | 1 0.01 88.13 ISOSORBIDE MONONITRATE | 2 0.02 88.15 CRANBERRY | 3 0.03 88.18 NICOTINE | 1 0.01 88.19 PREDNISOLONE ACETATE | 1 0.01 88.20 PANTOPRAZOLE SODIUM | 1 0.01 88.21 ACETAMINOPHEN | 2 0.02 88.23 QVAR | 2 0.02 88.25 LEFLUNOMIDE | 1 0.01 88.26 JUICE PLUS+ | 1 0.01 88.27 ADVIL | 2 0.02 88.29 NEXIUM | 5 0.05 88.34 BUDESONIDE | 2 0.02 88.36 BACTRIM DS | 1 0.01 88.37 NIFEDICAL XL | 1 0.01 88.38 METOPROLOL TARTRATE | 1 0.01 88.39 ALLOPURINOL | 6 0.06 88.45 ADVAIR DISKUS | 2 0.02 88.47 GEODON | 1 0.01 88.48 LUMIGAN | 1 0.01 88.49 TRAVATAN | 2 0.02 88.51 WELCHOL | 2 0.02 88.53 LANTUS | 6 0.06 88.59 HUMALOG MIX 75/25 | 1 0.01 88.60 ZONISAMIDE | 1 0.01 88.61 LATANOPROST | 2 0.02 88.63 AMITRIPTYLINE | 2 0.02 88.65 YASMIN | 1 0.01 88.66 LEXAPRO | 2 0.02 88.68 BENZONATATE | 1 0.01 88.69 ANTIBIOTIC AGENT | 1 0.01 88.70 ABILIFY | 4 0.04 88.74 BILBERRY EXTRACT | 1 0.01 88.75 NOVOLOG | 4 0.04 88.79 ELIDEL | 1 0.01 88.80 ZETIA | 4 0.04 88.84 TAZTIA XT | 1 0.01 88.85 ANTIVERT | 1 0.01 88.86 PULMICORT | 1 0.01 88.87 PIOGLITAZONE HCL | 2 0.02 88.89 ANUSOL-HC | 2 0.02 88.91 ROXICODONE | 1 0.01 88.92 ASPIRIN | 27 0.27 89.19 ATIVAN | 2 0.02 89.21 IMODIUM A-D | 1 0.01 89.22 FINACEA | 1 0.01 89.23 RESTASIS | 2 0.02 89.25 WELLBUTRIN XL | 1 0.01 89.26 CRESTOR | 6 0.06 89.32 MUCINEX | 1 0.01 89.33 ALAVERT | 1 0.01 89.34 CIALIS | 1 0.01 89.35 RED YEAST RICE | 3 0.03 89.38 B COMPLEX | 1 0.01 89.39 METOPROLOL SUCCINATE | 3 0.03 89.42 PROVENTIL HFA | 1 0.01 89.43 TRAMADOL HCL | 2 0.02 89.45 MELOXICAM | 6 0.06 89.51 FLAX SEED | 1 0.01 89.52 BENADRYL | 1 0.01 89.53 NAMENDA | 2 0.02 89.55 SPIRIVA | 1 0.01 89.56 CYMBALTA | 2 0.02 89.58 FERREX | 1 0.01 89.59 SENNA-S | 2 0.02 89.61 ZEMPLAR | 1 0.01 89.62 TURMERIC | 1 0.01 89.63 BIOTIN | 2 0.02 89.65 TRUVADA | 2 0.02 89.67 SYMBICORT | 7 0.07 89.74 CALCIPOTRIENE | 1 0.01 89.75 HORSE CHESTNUT | 1 0.01 89.76 NATEGLINIDE | 1 0.01 89.77 VESICARE | 1 0.01 89.78 LYRICA | 3 0.03 89.81 LOSARTAN-HCTZ | 1 0.01 89.82 CALCITONIN | 1 0.01 89.83 CALCIUM CARBONATE | 1 0.01 89.84 CALCIUM | 6 0.06 89.90 CARBAMAZEPINE | 1 0.01 89.91 AMLODIPINE/BENAZEPRIL | 1 0.01 89.92 ANASTROZOLE | 1 0.01 89.93 CENTRUM | 2 0.02 89.95 LEVEMIR | 3 0.03 89.98 CHANTIX | 1 0.01 89.99 JANUVIA | 3 0.03 90.02 REVATIO | 1 0.01 90.03 CHERATUSSIN | 1 0.01 90.04 CHROMIUM | 1 0.01 90.05 CIPRO | 1 0.01 90.06 CLONAZEPAM | 2 0.02 90.08 CLONIDINE | 3 0.03 90.11 CINNAMON | 2 0.02 90.13 PROAIR HFA | 6 0.06 90.19 PATADAY | 2 0.02 90.21 JANUMET | 1 0.01 90.22 COLACE | 3 0.03 90.25 COLCHICINE | 1 0.01 90.26 NEUPRO | 2 0.02 90.28 TRAVATAN Z | 2 0.02 90.30 VITAMIN D3 | 15 0.15 90.45 CINACALCET | 1 0.01 90.46 VYVANSE | 1 0.01 90.47 ASA | 2 0.02 90.49 AZOR | 1 0.01 90.50 LOVAZA | 2 0.02 90.52 ALIGN | 1 0.01 90.53 COPPER | 1 0.01 90.54 COUMADIN | 4 0.04 90.58 TAMSULOSIN | 4 0.04 90.62 BYSTOLIC | 1 0.01 90.63 LIALDA | 1 0.01 90.64 CYANOCOBALAMIN | 2 0.02 90.66 ADVAIR | 2 0.02 90.68 FLECTOR | 1 0.01 90.69 CYCLOPHOSPHAMIDE | 1 0.01 90.70 GLIPIZIDE/METFORMIN | 2 0.02 90.72 SUDAFED PE | 1 0.01 90.73 NIACIN SR | 2 0.02 90.75 NIASPAN ER | 1 0.01 90.76 HYALGAN | 1 0.01 90.77 CALCIUM CARBONATE W/VIT D | 2 0.02 90.79 IRON SULFATE | 1 0.01 90.80 NOVOLOG FLEXPEN | 1 0.01 90.81 DARUNAVIR | 1 0.01 90.82 DEBROX | 1 0.01 90.83 DEPAKOTE | 1 0.01 90.84 DEXAMETHASONE | 1 0.01 90.85 KALEXATE | 1 0.01 90.86 STEROID | 4 0.04 90.90 TOPICAL ANESTHETIC | 1 0.01 90.91 DUREZOL | 1 0.01 90.92 SALMON OIL | 1 0.01 90.93 NUCYNTA | 1 0.01 90.94 VALSARTAN/HYDROCHLOROTHIAZIDE | 2 0.02 90.96 METFORMIN ER | 1 0.01 90.97 DIAZEPAM | 1 0.01 90.98 MAALOX ADVANCED MAXIMUM STRENGTH | 1 0.01 90.99 OMEGA 3/6/9 | 1 0.01 91.00 ONGLYZA | 1 0.01 91.01 OSMOPREP | 1 0.01 91.02 NEILMED SINUS RINSE | 1 0.01 91.03 DICYCLOMINE | 1 0.01 91.04 DIGOXIN | 2 0.02 91.06 LANTUS SOLOSTAR | 4 0.04 91.10 DILAUDID | 1 0.01 91.11 ZOLPIDEM | 7 0.07 91.18 JUNEL | 1 0.01 91.19 ACETAMINOPHEN-TRAMADOL | 2 0.02 91.21 CHOLECALCIFEROL | 2 0.02 91.23 HYDROCODONE/IBUPROFEN | 2 0.02 91.25 RAPAFLO | 3 0.03 91.28 ASPIR-LOW | 1 0.01 91.29 SAVELLA | 1 0.01 91.30 DIPHENOXYLATE HCL & ATROPINE SULFATE | 1 0.01 91.31 DOCUSATE | 1 0.01 91.32 DULERA | 1 0.01 91.33 STELARA | 1 0.01 91.34 VITAMIN D2 | 1 0.01 91.35 HYDROCHLOROTHIAZIDE/TRIAMTERENE | 1 0.01 91.36 PRADAXA | 2 0.02 91.38 DRISDOL | 1 0.01 91.39 DULCOLAX | 1 0.01 91.40 ECOTRIN | 1 0.01 91.41 ELAVIL | 1 0.01 91.42 PROLIA | 1 0.01 91.43 XARELTO | 3 0.03 91.46 ZUTRIPRO | 2 0.02 91.48 EPIPEN | 1 0.01 91.49 ERGOCALCIFEROL | 2 0.02 91.51 ESTRACE | 1 0.01 91.52 ESTRADIOL | 1 0.01 91.53 PANTOPRAZOLE | 7 0.07 91.60 PERCOCET | 1 0.01 91.61 CHERATUSSIN AC | 1 0.01 91.62 PROBIOTIC | 4 0.04 91.66 SELENIUM SULFIDE | 1 0.01 91.67 TRADJENTA | 1 0.01 91.68 BYDUREON | 3 0.03 91.71 ESCITALOPRAM | 1 0.01 91.72 GARLIC | 1 0.01 91.73 SULFAMETHOXAZOLE-TRIMETHOPRIM | 1 0.01 91.74 NATURAL BALANCE TEAR | 1 0.01 91.75 JENTADUETO | 1 0.01 91.76 FERROUS SULFATE | 1 0.01 91.77 FLEXERIL | 1 0.01 91.78 FLUZONE | 1 0.01 91.79 FOLIC ACID | 1 0.01 91.80 FOLVITE | 1 0.01 91.81 ELIQUIS | 1 0.01 91.82 IRBESARTAN/HYDROCHLOROTHIAZIDE | 1 0.01 91.83 BELVIQ | 1 0.01 91.84 LINZESS | 1 0.01 91.85 PAPAYA | 1 0.01 91.86 FUROSEMIDE | 9 0.09 91.95 GLUCAGON | 1 0.01 91.96 GLUCOTROL | 1 0.01 91.97 GUAIFENESIN | 2 0.02 91.99 ADRENACLICK | 1 0.01 92.00 HORMONE | 2 0.02 92.02 HYDRALAZINE | 5 0.05 92.07 HYDROCHLOROTHIAZIDE | 8 0.08 92.15 HYDROCODONE | 1 0.01 92.16 HYDROCORTISONE | 1 0.01 92.17 HYGROTON | 1 0.01 92.18 HYPERSAL | 1 0.01 92.19 IBUPROFEN | 6 0.06 92.25 INDOCIN | 1 0.01 92.26 IRON PREPARATION | 5 0.05 92.31 KAYEXALATE | 1 0.01 92.32 KEFLEX | 2 0.02 92.34 KENALOG | 2 0.02 92.36 KLOR-CON | 4 0.04 92.40 LACTULOSE | 2 0.02 92.42 LASIX | 9 0.09 92.51 LEVOTHYROXINE | 12 0.12 92.63 LIBRAX | 1 0.01 92.64 LOMOTIL | 1 0.01 92.65 LOPERAMIDE | 1 0.01 92.66 LOPRESSOR | 2 0.02 92.68 LORAZEPAM | 4 0.04 92.72 MAGNESIUM OXIDE | 3 0.03 92.75 MECLIZINE | 5 0.05 92.80 MEDROL | 2 0.02 92.82 METHENAMINE | 1 0.01 92.83 METHENAMINE MANDELATE | 1 0.01 92.84 METHOTREXATE | 4 0.04 92.88 METOCLOPRAMIDE | 1 0.01 92.89 METOLAZONE | 2 0.02 92.91 METOPROLOL | 4 0.04 92.95 METRONIDAZOLE | 3 0.03 92.98 MILK OF MAGNESIA | 1 0.01 92.99 MULTI-VITAMIN | 1 0.01 93.00 MULTIPLE VITAMIN | 2 0.02 93.02 MULTIVITAMIN | 26 0.26 93.28 MULTIVITAMIN/MULTIMINERAL | 4 0.04 93.32 MULTIVITAMINS & MINERALS | 1 0.01 93.33 NAFTIN | 1 0.01 93.34 NAPROXEN | 1 0.01 93.35 NEOMYCIN-POLYMYXIN B | 1 0.01 93.36 NIACIN | 2 0.02 93.38 NITROGLYCERIN | 6 0.06 93.44 NITROLINGUAL | 1 0.01 93.45 NITROSTAT | 1 0.01 93.46 NORTRIPTYLINE | 2 0.02 93.48 NTG | 1 0.01 93.49 NYSTATIN | 1 0.01 93.50 OXYCODONE HCL | 1 0.01 93.51 OXYCODONE HCL & ACETAMINOPHEN | 2 0.02 93.53 OXYGEN | 1 0.01 93.54 PAMELOR | 1 0.01 93.55 PERPHENAZINE | 1 0.01 93.56 PHENAZOPYRIDINE | 2 0.02 93.58 PHENYLEPHRINE | 1 0.01 93.59 POTASSIUM CHLORIDE | 7 0.07 93.66 PREDNISOLONE | 1 0.01 93.67 PREDNISONE | 8 0.08 93.75 PRIMIDONE | 1 0.01 93.76 PROCHLORPERAZINE | 1 0.01 93.77 PROVENTIL | 2 0.02 93.79 QUININE SULFATE | 1 0.01 93.80 RABIES VACCINE | 1 0.01 93.81 ROBINUL | 1 0.01 93.82 SALICYLIC ACID | 1 0.01 93.83 SENNA | 2 0.02 93.85 SENOKOT | 1 0.01 93.86 SLO-NIACIN | 1 0.01 93.87 SODIUM BICARBONATE | 1 0.01 93.88 SODIUM CHLORIDE | 2 0.02 93.90 SPIRONOLACTONE | 3 0.03 93.93 SPIRONOLACTONE W/HYDROCHLOROTHIAZIDE | 1 0.01 93.94 SUDAFED | 1 0.01 93.95 SYNTHROID | 6 0.06 94.01 TAGAMET | 1 0.01 94.02 TEMAZEPAM | 4 0.04 94.06 TESSALON PERLE | 1 0.01 94.07 TESTOSTERONE ENANTHATE | 1 0.01 94.08 THIAMINE | 1 0.01 94.09 TIMOLOL | 2 0.02 94.11 TRAZODONE | 6 0.06 94.17 TUMS | 1 0.01 94.18 TYLENOL | 9 0.09 94.27 TYLENOL W/CODEINE | 1 0.01 94.28 VACCINATION | 1 0.01 94.29 VALIUM | 1 0.01 94.30 VENTOLIN | 3 0.03 94.33 VICODIN | 1 0.01 94.34 VITAMIN B COMPLEX | 5 0.05 94.39 VITAMIN B-1 | 1 0.01 94.40 VITAMIN B-12 | 8 0.08 94.48 VITAMIN C | 7 0.07 94.55 VITAMIN D | 17 0.17 94.72 VITAMIN E | 2 0.02 94.74 VOLTAREN | 4 0.04 94.78 WARFARIN | 10 0.10 94.88 WESTCORT | 1 0.01 94.89 XANAX | 2 0.02 94.91 XYLOCAINE HCL W/EPINEPHRINE | 1 0.01 94.92 ZINC | 1 0.01 94.93 ANTIINFLAMMATORY AGENT | 1 0.01 94.94 CALTRATE | 2 0.02 94.96 DOCUSATE POTASSIUM | 1 0.01 94.97 MULTI VIT | 2 0.02 94.99 SLOW FE | 1 0.01 95.00 ZANTAC | 3 0.03 95.03 HCTZ | 4 0.04 95.07 KCL | 3 0.03 95.10 PROPRANOLOL | 1 0.01 95.11 AUGMENTIN | 1 0.01 95.12 CITRUCEL | 1 0.01 95.13 DORYX | 1 0.01 95.14 INFLUENZA VIRUS VACC | 8 0.08 95.22 KLONOPIN | 1 0.01 95.23 LOTRISONE | 1 0.01 95.24 PEPCID | 2 0.02 95.26 TOLAZAMIDE | 1 0.01 95.27 TOPICORT | 1 0.01 95.28 WELLBUTRIN | 1 0.01 95.29 TRIAMTERENE W/HCTZ | 3 0.03 95.32 CYCLOBENZAPRINE HCL | 2 0.02 95.34 DOXEPIN HCL | 1 0.01 95.35 HYDROCODONE W/ACETAMINOPHEN | 7 0.07 95.42 ALBUTEROL SULFATE | 2 0.02 95.44 DOXYCYCLINE HYCLATE | 1 0.01 95.45 GUAIFENESIN AC | 1 0.01 95.46 NIFEDIPINE | 1 0.01 95.47 ONE TOUCH TEST STRIPS | 1 0.01 95.48 PRILOSEC | 7 0.07 95.55 ALPRAZOLAM | 5 0.05 95.60 ATENOLOL | 1 0.01 95.61 DILTIAZEM HCL | 2 0.02 95.63 ENALAPRIL | 1 0.01 95.64 FLUOXETINE | 2 0.02 95.66 GLIPIZIDE | 5 0.05 95.71 IPRATROPIUM BROMIDE | 1 0.01 95.72 LOVASTATIN | 2 0.02 95.74 OMEPRAZOLE | 18 0.18 95.92 RANITIDINE | 1 0.01 95.93 DURAGESIC | 1 0.01 95.94 NEOMYCIN/POLYMYXIN/DEXAMETH | 1 0.01 95.95 PRAVACHOL | 2 0.02 95.97 ZOFRAN | 1 0.01 95.98 BENAZEPRIL | 3 0.03 96.01 DICLOFENAC | 3 0.03 96.04 DOXAZOSIN MESYLATE | 3 0.03 96.07 FLUTICASONE | 2 0.02 96.09 METROGEL | 1 0.01 96.10 OFLOXACIN | 1 0.01 96.11 ONDANSETRON | 3 0.03 96.14 RAMIPRIL | 2 0.02 96.16 LISINOPRIL | 21 0.21 96.37 ANALPRAM HC | 1 0.01 96.38 ARTIFICIAL TEAR SOLUTION | 2 0.02 96.40 CARBIDOPA | 1 0.01 96.41 FISH OIL | 15 0.15 96.56 GAS-X | 1 0.01 96.57 MACROBID | 1 0.01 96.58 PROSCAR | 2 0.02 96.60 REFRESH | 1 0.01 96.61 TOPROL XL | 7 0.07 96.68 ZITHROMAX | 2 0.02 96.70 ZOCOR | 4 0.04 96.74 NORVASC | 9 0.09 96.83 SERTRALINE | 2 0.02 96.85 LABETALOL | 3 0.03 96.88 FIBER SUPPLEMENT | 1 0.01 96.89 AMIODARONE | 2 0.02 96.91 FLUCONAZOLE | 2 0.02 96.93 CLARITIN | 1 0.01 96.94 ERYTHROPOIETIN | 1 0.01 96.95 IMITREX | 1 0.01 96.96 SIMVASTATIN | 16 0.16 97.12 SUMATRIPTAN | 3 0.03 97.15 LORATADINE | 5 0.05 97.20 GLYBURIDE | 1 0.01 97.21 AMBIEN | 2 0.02 97.23 FAMOTIDINE | 3 0.03 97.26 SCLEROSING AGENT | 1 0.01 97.27 AMLODIPINE | 7 0.07 97.34 NEBULIZER | 1 0.01 97.35 SUCRALFATE | 2 0.02 97.37 SANDOSTATIN | 1 0.01 97.38 TRIAZOLAM | 1 0.01 97.39 SOTALOL | 1 0.01 97.40 PAROXETINE | 1 0.01 97.41 ZIAC | 1 0.01 97.42 IMDUR | 1 0.01 97.43 INDAPAMIDE | 1 0.01 97.44 NEURONTIN | 3 0.03 97.47 GABAPENTIN | 6 0.06 97.53 LOVENOX | 2 0.02 97.55 ALEVE | 2 0.02 97.57 DEMADEX | 1 0.01 97.58 DESONIDE | 1 0.01 97.59 DEPO INJECTION | 1 0.01 97.60 NABUMETONE | 1 0.01 97.61 FLONASE | 7 0.07 97.68 ARTHRITIS MEDICATION | 1 0.01 97.69 PROPHYLAXIS | 2 0.02 97.71 PRAVASTATIN | 8 0.08 97.79 PREVACID | 3 0.03 97.82 METFORMIN | 16 0.16 97.98 LOTREL | 2 0.02 98.00 COZAAR | 2 0.02 98.02 FLAX SEED OIL | 1 0.01 98.03 DORZOLAMIDE | 1 0.01 98.04 HYZAAR | 1 0.01 98.05 FINASTERIDE | 2 0.02 98.07 FOSAMAX | 4 0.04 98.11 CETIRIZINE | 3 0.03 98.14 LEVOXYL | 1 0.01 98.15 ZYRTEC | 4 0.04 98.19 DOCUSATE SODIUM | 1 0.01 98.20 ACETAMINOPHEN-HYDROCODONE | 1 0.01 98.21 DRONABINOL | 1 0.01 98.22 MUPIROCIN | 2 0.02 98.24 TRAMADOL | 9 0.09 98.33 NEORAL | 1 0.01 98.34 DEMEROL | 1 0.01 98.35 LEVOTHYROID | 1 0.01 98.36 NORVIR | 1 0.01 98.37 ACARBOSE | 1 0.01 98.38 BUMETANIDE | 1 0.01 98.39 OXYCONTIN | 2 0.02 98.41 REMERON | 1 0.01 98.42 MELATONIN | 3 0.03 98.45 LANSOPRAZOLE | 1 0.01 98.46 AMARYL | 1 0.01 98.47 CELLCEPT | 1 0.01 98.48 ACIDOPHILUS | 1 0.01 98.49 ARICEPT | 1 0.01 98.50 HUMALOG | 4 0.04 98.54 LIPITOR | 8 0.08 98.62 DIOVAN | 2 0.02 98.64 LEVAQUIN | 2 0.02 98.66 MAGNESIUM | 1 0.01 98.67 TOPAMAX | 3 0.03 98.70 LOSARTAN | 5 0.05 98.75 ZANAFLEX | 1 0.01 98.76 FLOMAX | 4 0.04 98.80 TACROLIMUS | 1 0.01 98.81 COREG | 2 0.02 98.83 MIRAPEX | 1 0.01 98.84 ATORVASTATIN | 7 0.07 98.91 CENTRUM SILVER | 2 0.02 98.93 CARVEDILOL | 7 0.07 99.00 NASONEX | 3 0.03 99.03 NORCO | 9 0.09 99.12 SINGULAIR | 6 0.06 99.18 VIAGRA | 1 0.01 99.19 DONEPEZIL HCL | 1 0.01 99.20 EAR WASH | 1 0.01 99.21 PLAVIX | 13 0.13 99.34 MONTELUKAST | 4 0.04 99.38 AMERGE | 1 0.01 99.39 CELEXA | 2 0.02 99.41 FENOFIBRATE | 3 0.03 99.44 TIZANIDINE | 1 0.01 99.45 LOTEMAX | 1 0.01 99.46 CELEBREX | 3 0.03 99.49 GLUCOSAMINE | 3 0.03 99.52 CLOPIDOGREL | 3 0.03 99.55 GLUCOSAMINE CHONDROITIN | 2 0.02 99.57 GLIMEPIRIDE | 2 0.02 99.59 CITALOPRAM | 5 0.05 99.64 MIRALAX | 5 0.05 99.69 XOPENEX | 1 0.01 99.70 MORPHINE SULFATE | 1 0.01 99.71 EVISTA | 1 0.01 99.72 ALBUTEROL | 1 0.01 99.73 L-CARNITINE | 1 0.01 99.74 COQ-10 | 3 0.03 99.77 ACTICIN | 1 0.01 99.78 CALCIUM W/ VITAMIN D | 7 0.07 99.85 CARTIA | 1 0.01 99.86 DIOVAN HCT | 1 0.01 99.87 GINKGO BILOBA | 1 0.01 99.88 OMEGA-3 | 10 0.10 99.98 ILLEGIBLE | 2 0.02 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 27 Mar 2017