Frequencies for first 10,000 rows of med7 variable in nhamcsopd2006 dataset : medication | Freq. Percent Cum. ----------------------------------------+----------------------------------- PROTONIX | 6 0.06 0.06 TAMSULOSIN HYDROCHLORIDE | 2 0.02 0.08 TRILEPTAL | 1 0.01 0.09 AGGRENOX | 1 0.01 0.10 A.S.A. | 23 0.23 0.33 URSODIOL | 1 0.01 0.34 KEPPRA | 3 0.03 0.37 PANTOPRAZOLE SODIUM | 1 0.01 0.38 DYCLONINE HCL | 1 0.01 0.39 CONCERTA | 1 0.01 0.40 FEMHRT | 1 0.01 0.41 ACETAMINOPHEN | 1 0.01 0.42 PROVIGIL | 1 0.01 0.43 CENESTIN | 1 0.01 0.44 ADVIL | 2 0.02 0.46 ALDACTONE | 4 0.04 0.50 ALLERGY RELIEF OR SHOTS | 1 0.01 0.51 NEXIUM | 11 0.11 0.62 METOPROLOL TARTRATE | 1 0.01 0.63 ALLOPURINOL | 1 0.01 0.64 ADVAIR DISKUS | 9 0.09 0.73 RHINOCORT AQUA | 1 0.01 0.74 MSM | 1 0.01 0.75 CARDIZEM CD | 1 0.01 0.76 ULTRACET | 1 0.01 0.77 MOXIFLOXACIN | 1 0.01 0.78 COENZYME Q10 | 1 0.01 0.79 ESTROVAN | 1 0.01 0.80 LANTUS | 3 0.03 0.83 AMIFOSTINE | 1 0.01 0.84 AMITRIPTYLINE | 1 0.01 0.85 AMOXICILLIN | 2 0.02 0.87 CLARINEX | 1 0.01 0.88 GLUCAGEN | 1 0.01 0.89 EXTRA STRENGTH TYLENOL | 1 0.01 0.90 DUONEB | 2 0.02 0.92 AZMACORT | 1 0.01 0.93 LEXAPRO | 5 0.05 0.98 ESOMEPRAZOLE MAGNESIUM | 2 0.02 1.00 FOLTX | 1 0.01 1.01 NOVOLOG | 1 0.01 1.02 ZETIA | 3 0.03 1.05 BENEFIBER | 1 0.01 1.06 PULMICORT | 2 0.02 1.08 VALCYTE | 1 0.01 1.09 ANUSOL | 1 0.01 1.10 ANUSOL-HC | 1 0.01 1.11 ZELNORM | 1 0.01 1.12 ARTANE | 1 0.01 1.13 ASPIRIN | 8 0.08 1.21 ATIVAN | 1 0.01 1.22 ATROVENT | 2 0.02 1.24 RELPAX | 1 0.01 1.25 STRATTERA | 1 0.01 1.26 FOLGARD | 1 0.01 1.27 CRESTOR | 3 0.03 1.30 MUCINEX | 1 0.01 1.31 AVINZA | 1 0.01 1.32 GREEN TEA EXTRACT | 1 0.01 1.33 METOPROLOL SUCCINATE | 1 0.01 1.34 NOVALOG | 1 0.01 1.35 ISOVUE-M 300 | 1 0.01 1.36 BACLOFEN | 1 0.01 1.37 BACTRIM | 2 0.02 1.39 BARIUM | 1 0.01 1.40 BENADRYL | 1 0.01 1.41 SPIRIVA | 1 0.01 1.42 CYMBALTA | 1 0.01 1.43 VYTORIN | 4 0.04 1.47 BETADINE | 2 0.02 1.49 NOVOLOG MIX 70/30 | 1 0.01 1.50 BETAMETHASONE | 1 0.01 1.51 METFORMIN HYDROCHLORIDE ER | 1 0.01 1.52 LYCOPENE | 1 0.01 1.53 SANCURA | 1 0.01 1.54 LUNESTA | 1 0.01 1.55 VESICARE | 1 0.01 1.56 LYRICA | 1 0.01 1.57 BYETTA | 1 0.01 1.58 ROZEREM | 1 0.01 1.59 OMACOR | 1 0.01 1.60 PEGFILGRASTIM | 1 0.01 1.61 BEVACIZUMAB | 1 0.01 1.62 CALCIUM | 9 0.09 1.71 CEFTIN | 1 0.01 1.72 AMBIEN CR | 1 0.01 1.73 CENTRUM | 1 0.01 1.74 PERINDOPRIL | 1 0.01 1.75 EZETIMIBE & SIMVASTATIN | 1 0.01 1.76 AVEMAR | 1 0.01 1.77 CIMETIDINE | 1 0.01 1.78 CIPRO | 2 0.02 1.80 CLINDAMYCIN | 1 0.01 1.81 CLONAZEPAM | 2 0.02 1.83 CLONIDINE | 2 0.02 1.85 CLOTRIMAZOLE | 1 0.01 1.86 COLACE | 7 0.07 1.93 COLCHICINE | 1 0.01 1.94 COUMADIN | 4 0.04 1.98 CYCLOGYL | 1 0.01 1.99 CYPROHEPTADINE | 1 0.01 2.00 DANTRIUM | 1 0.01 2.01 DAPSONE | 1 0.01 2.02 DARVOCET-N | 6 0.06 2.08 DEPO-MEDROL | 1 0.01 2.09 DICYCLOMINE | 1 0.01 2.10 DIGOXIN | 3 0.03 2.13 DILANTIN | 1 0.01 2.14 DILAUDID | 1 0.01 2.15 DITROPAN | 1 0.01 2.16 DOCUSATE | 1 0.01 2.17 DOXYCYCLINE | 1 0.01 2.18 DYAZIDE | 1 0.01 2.19 ELAVIL | 1 0.01 2.20 ETHAMBUTOL | 1 0.01 2.21 EXCEDRIN | 1 0.01 2.22 FER-IN-SOL | 1 0.01 2.23 FERROUS SULFATE | 5 0.05 2.28 FIBERCON | 1 0.01 2.29 FLEXERIL | 5 0.05 2.34 FLORINEF ACETATE | 1 0.01 2.35 FLUORIDE | 1 0.01 2.36 FOLIC ACID | 2 0.02 2.38 FUROSEMIDE | 2 0.02 2.40 HEPARIN LOCK FLUSH SOLUTION | 2 0.02 2.42 HUMULIN | 1 0.01 2.43 HYDRALAZINE | 1 0.01 2.44 HYDROCHLOROTHIAZIDE | 1 0.01 2.45 HYDROCODONE | 1 0.01 2.46 HYDROCORTISONE | 1 0.01 2.47 HYDROMORPHONE | 1 0.01 2.48 I-RON | 1 0.01 2.49 IBUPROFEN | 7 0.07 2.56 IMURAN | 1 0.01 2.57 INSULIN | 1 0.01 2.58 IRON PREPARATION | 3 0.03 2.61 ISONIAZID | 1 0.01 2.62 ISOSORBIDE | 1 0.01 2.63 K-B-P W/OPIUM | 1 0.01 2.64 KEFLEX | 1 0.01 2.65 KLOR-CON | 1 0.01 2.66 LACTULOSE | 1 0.01 2.67 LANOXIN | 1 0.01 2.68 LASIX | 9 0.09 2.77 LEUCOVORIN | 1 0.01 2.78 LEVOTHYROXINE | 1 0.01 2.79 LEVSIN | 1 0.01 2.80 LIDOCAINE | 1 0.01 2.81 LIMBITROL | 1 0.01 2.82 LOMOTIL | 1 0.01 2.83 LOPRESSOR | 1 0.01 2.84 LORAZEPAM | 4 0.04 2.88 M.V.I. | 1 0.01 2.89 MAALOX | 1 0.01 2.90 MACRODANTIN | 1 0.01 2.91 MAGNESIUM CITRATE | 1 0.01 2.92 MAGNESIUM OXIDE | 2 0.02 2.94 MANNITOL | 1 0.01 2.95 MAXZIDE | 1 0.01 2.96 MECLIZINE | 2 0.02 2.98 MEGACE | 1 0.01 2.99 METAMUCIL | 2 0.02 3.01 METOPROLOL | 8 0.08 3.09 MINOCYCLINE | 1 0.01 3.10 MORPHINE | 1 0.01 3.11 MOTRIN | 5 0.05 3.16 MS CONTIN | 1 0.01 3.17 MUCOMYST | 1 0.01 3.18 MULTI-VITAMIN | 2 0.02 3.20 MULTIVITAMIN | 6 0.06 3.26 MYCELEX | 2 0.02 3.28 MYLANTA | 1 0.01 3.29 MYLICON | 1 0.01 3.30 NAPROSYN | 2 0.02 3.32 NAPROXEN | 3 0.03 3.35 NEPHROCAPS | 2 0.02 3.37 NIACIN | 2 0.02 3.39 NITROGLYCERIN | 3 0.03 3.42 NIZORAL | 1 0.01 3.43 NORTRIPTYLINE | 1 0.01 3.44 NTG | 2 0.02 3.46 NYSTATIN | 1 0.01 3.47 ORTHO-NOVUM | 1 0.01 3.48 OS-CAL | 1 0.01 3.49 OS-CAL 500 | 1 0.01 3.50 OVRAL | 1 0.01 3.51 OXYBUTYNIN CHLORIDE | 1 0.01 3.52 OXYCODONE HCL | 1 0.01 3.53 PERCOCET-5 | 1 0.01 3.54 PERSANTINE | 1 0.01 3.55 PHENERGAN | 2 0.02 3.57 PHENOBARBITAL | 1 0.01 3.58 PLAQUENIL | 1 0.01 3.59 PNEUMOVAX | 1 0.01 3.60 POLIOMYELITIS VACCINE | 1 0.01 3.61 POTASSIUM | 5 0.05 3.66 POTASSIUM CHLORIDE | 2 0.02 3.68 PREDNISONE | 4 0.04 3.72 PREMARIN | 1 0.01 3.73 PRIMIDONE | 1 0.01 3.74 PROMETHAZINE | 1 0.01 3.75 PROMETHAZINE W/CODEINE | 1 0.01 3.76 PROVERA | 2 0.02 3.78 PROZAC | 5 0.05 3.83 PYRIDIUM | 1 0.01 3.84 RECOMBIVAX-HB | 1 0.01 3.85 REGLAN | 2 0.02 3.87 RESTORIL | 1 0.01 3.88 SERAX | 1 0.01 3.89 SILVER NITRATE | 1 0.01 3.90 SKELAXIN | 1 0.01 3.91 SLOW-MAG | 2 0.02 3.93 SODIUM BICARBONATE | 1 0.01 3.94 SODIUM CHLORIDE | 1 0.01 3.95 SPIRONOLACTONE | 1 0.01 3.96 SULFAMETHOX W/TRIMETHOPRIM | 1 0.01 3.97 SYNTHROID | 4 0.04 4.01 TEGRETOL | 1 0.01 4.02 TEMAZEPAM | 1 0.01 4.03 TENORMIN | 2 0.02 4.05 TIMOPTIC | 1 0.01 4.06 TRAZODONE | 3 0.03 4.09 TRIAMCINOLONE ACETONIDE | 1 0.01 4.10 TYLENOL | 5 0.05 4.15 TYLENOL W/CODEINE | 1 0.01 4.16 VALIUM | 2 0.02 4.18 VENTOLIN | 1 0.01 4.19 VERAPAMIL | 3 0.03 4.22 VICODIN | 4 0.04 4.26 VINCRISTINE | 1 0.01 4.27 VITAMIN B-12 | 2 0.02 4.29 VITAMIN C | 1 0.01 4.30 VITAMIN D | 1 0.01 4.31 VITAMIN E | 2 0.02 4.33 VITAMIN(S) | 2 0.02 4.35 WARFARIN | 2 0.02 4.37 XANAX | 4 0.04 4.41 ZAROXOLYN | 3 0.03 4.44 ZESTRIL | 1 0.01 4.45 CALTRATE | 1 0.01 4.46 HYDRALAZINE W/HCTZ | 1 0.01 4.47 MULTI VIT | 1 0.01 4.48 HCTZ | 4 0.04 4.52 KCL | 3 0.03 4.55 NORMAL SALINE | 3 0.03 4.58 MICRONASE | 1 0.01 4.59 AUGMENTIN | 1 0.01 4.60 BUSPAR | 1 0.01 4.61 CITRUCEL | 2 0.02 4.63 FIORICET | 1 0.01 4.64 INFLUENZA VIRUS VACC | 1 0.01 4.65 K-DUR | 1 0.01 4.66 KLONOPIN | 2 0.02 4.68 LOTRISONE | 1 0.01 4.69 OMNIPAQUE | 1 0.01 4.70 PEPCID | 1 0.01 4.71 VASOTEC | 2 0.02 4.73 WELLBUTRIN | 4 0.04 4.77 PROCHLORPERAZINE MALEATE | 1 0.01 4.78 NO ENTRY MADE | 9,223 92.23 97.01 PRILOSEC | 5 0.05 97.06 ALPRAZOLAM | 1 0.01 97.07 ATENOLOL | 7 0.07 97.14 DILTIAZEM HCL | 2 0.02 97.16 ENALAPRIL | 1 0.01 97.17 FLUOXETINE | 1 0.01 97.18 GLIPIZIDE | 4 0.04 97.22 KETOCONAZOLE | 1 0.01 97.23 LEUPROLIDE ACETATE | 1 0.01 97.24 LOVASTATIN | 3 0.03 97.27 OMEPRAZOLE | 2 0.02 97.29 RANITIDINE | 7 0.07 97.36 ALTACE | 1 0.01 97.37 BIAXIN | 1 0.01 97.38 CARDURA | 2 0.02 97.40 MIACALCIN | 1 0.01 97.41 NASACORT | 2 0.02 97.43 BENAZEPRIL | 1 0.01 97.44 DICLOFENAC | 1 0.01 97.45 FLUTICASONE | 2 0.02 97.47 PENTAMIDINE ISETHIONATE | 2 0.02 97.49 DIFLUCAN | 1 0.01 97.50 TORADOL | 1 0.01 97.51 LISINOPRIL | 7 0.07 97.58 LORTAB | 1 0.01 97.59 CARBIDOPA | 1 0.01 97.60 CARNITINE | 1 0.01 97.61 CITRACAL | 1 0.01 97.62 FISH OIL | 3 0.03 97.65 FLEXALL | 1 0.01 97.66 MACROBID | 1 0.01 97.67 NICOTROL | 1 0.01 97.68 TOPROL XL | 8 0.08 97.76 ZITHROMAX | 2 0.02 97.78 ZOCOR | 5 0.05 97.83 ZOLOFT | 2 0.02 97.85 NORVASC | 7 0.07 97.92 AMIODARONE | 2 0.02 97.94 PAXIL | 2 0.02 97.96 CLARITIN | 4 0.04 98.00 IMITREX | 1 0.01 98.01 PNEUMOCOCCAL VACCINE | 1 0.01 98.02 GLYBURIDE | 1 0.01 98.03 EMLA | 1 0.01 98.04 AMBIEN | 5 0.05 98.09 PHOSLO | 1 0.01 98.10 FAMOTIDINE | 2 0.02 98.12 BETAXOLOL | 1 0.01 98.13 PAROXETINE | 1 0.01 98.14 IMDUR | 2 0.02 98.16 OYSTER SHELL CALCIUM | 1 0.01 98.17 EFFEXOR | 3 0.03 98.20 NEURONTIN | 5 0.05 98.25 QUININE | 2 0.02 98.27 GABAPENTIN | 1 0.01 98.28 LOVENOX | 1 0.01 98.29 ALEVE | 1 0.01 98.30 DEMADEX | 1 0.01 98.31 DAYPRO | 1 0.01 98.32 GARLIC PILL | 1 0.01 98.33 TERAZOSIN | 1 0.01 98.34 RISPERDAL | 3 0.03 98.37 KYTRIL | 1 0.01 98.38 FENTANYL | 1 0.01 98.39 FLONASE | 1 0.01 98.40 ULTRAM | 1 0.01 98.41 BENZTROPINE | 1 0.01 98.42 GLUCOPHAGE | 3 0.03 98.45 PREVACID | 8 0.08 98.53 METFORMIN | 9 0.09 98.62 PREMPRO | 2 0.02 98.64 COZAAR | 2 0.02 98.66 HYZAAR | 1 0.01 98.67 GLUCERNA | 1 0.01 98.68 LAMICTAL | 1 0.01 98.69 FOSAMAX | 8 0.08 98.77 LEVOXYL | 3 0.03 98.80 ZYRTEC | 5 0.05 98.85 TRAMADOL | 2 0.02 98.87 NORVIR | 1 0.01 98.88 CRIXIVAN | 1 0.01 98.89 REMERON | 2 0.02 98.91 MELATONIN | 1 0.01 98.92 LANSOPRAZOLE | 1 0.01 98.93 AMARYL | 3 0.03 98.96 ACCOLATE | 1 0.01 98.97 XALATAN | 1 0.01 98.98 MAVIK | 1 0.01 98.99 ACIDOPHILUS | 1 0.01 99.00 ALLEGRA | 1 0.01 99.01 PROFEN LA | 1 0.01 99.02 HUMALOG | 2 0.02 99.04 SAW PALMETTO | 1 0.01 99.05 LIPITOR | 14 0.14 99.19 ZYBAN | 1 0.01 99.20 DIOVAN | 4 0.04 99.24 PATANOL | 1 0.01 99.25 LEVAQUIN | 1 0.01 99.26 MAGNESIUM | 3 0.03 99.29 TOPAMAX | 1 0.01 99.30 COMBIVENT | 1 0.01 99.31 ZANAFLEX | 1 0.01 99.32 FLOMAX | 2 0.02 99.34 TACROLIMUS | 1 0.01 99.35 COREG | 4 0.04 99.39 AVAPRO | 1 0.01 99.40 CHONDROITIN SULFATE | 1 0.01 99.41 MIRAPEX | 1 0.01 99.42 ATORVASTATIN | 1 0.01 99.43 SEROQUEL | 2 0.02 99.45 CENTRUM SILVER | 1 0.01 99.46 ARTHROTEC | 1 0.01 99.47 NASONEX | 2 0.02 99.49 NORCO | 1 0.01 99.50 SINGULAIR | 4 0.04 99.54 DETROL | 2 0.02 99.56 PLAVIX | 7 0.07 99.63 MONTELUKAST | 1 0.01 99.64 CELEXA | 2 0.02 99.66 GABITRIL | 1 0.01 99.67 TRICOR | 2 0.02 99.69 CELEBREX | 1 0.01 99.70 REMICADE | 1 0.01 99.71 AVANDIA | 1 0.01 99.72 ATACAND | 1 0.01 99.73 GLUCOSAMINE CHONDROITIN | 1 0.01 99.74 MIRALAX | 1 0.01 99.75 ACIPHEX | 1 0.01 99.76 ACTOS | 2 0.02 99.78 NITROQUICK | 1 0.01 99.79 XOPENEX | 3 0.03 99.82 EVISTA | 1 0.01 99.83 ALBUTEROL | 10 0.10 99.93 BOOST PLUS | 1 0.01 99.94 CALCIUM W/ VITAMIN D | 4 0.04 99.98 DIOVAN HCT | 1 0.01 99.99 OMEGA-3 | 1 0.01 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016