Frequencies for first 10,000 rows of med5 variable in nhamcsed2015 dataset : Medication #5 | Freq. Percent Cum. ----------------------------------------+----------------------------------- NO ENTRY MADE | 8,464 84.64 84.64 TAMIFLU | 2 0.02 84.66 PROTONIX | 10 0.10 84.76 MOBIC | 1 0.01 84.77 KETOROLAC TROMETHAMINE | 1 0.01 84.78 KEPPRA | 1 0.01 84.79 ENOXAPARIN SODIUM | 3 0.03 84.82 ACETAMINOPHEN | 12 0.12 84.94 GRANISETRON HCL | 1 0.01 84.95 MOMETASONE FUROATE | 1 0.01 84.96 QVAR | 1 0.01 84.97 ACETAMINOPHEN W/CODEINE | 1 0.01 84.98 RADIOISTOPE | 1 0.01 84.99 ADENOSINE | 1 0.01 85.00 ADVIL | 3 0.03 85.03 AFRIN | 2 0.02 85.05 NEXIUM | 2 0.02 85.07 BUDESONIDE | 2 0.02 85.09 BACTRIM DS | 4 0.04 85.13 METOPROLOL TARTRATE | 2 0.02 85.15 ADVAIR DISKUS | 1 0.01 85.16 GEODON | 1 0.01 85.17 Z-PAK | 1 0.01 85.18 AMPICILLIN AND SULBACTAM | 2 0.02 85.20 ORAPRED | 1 0.01 85.21 AL/MG HYDROXIDE-SIMETHICONE | 1 0.01 85.22 TEGRETOL XR | 1 0.01 85.23 INDERAL LA | 1 0.01 85.24 LITHIUM CARBONATE | 1 0.01 85.25 LANTUS | 1 0.01 85.26 OXCARBAZEPINE | 2 0.02 85.28 METERED DOSE INHALER | 1 0.01 85.29 INSULIN GLARGINE | 1 0.01 85.30 AMIDATE | 3 0.03 85.33 AMOXICILLIN | 7 0.07 85.40 ANCEF | 1 0.01 85.41 ANECTINE | 1 0.01 85.42 LEVETIRACETAM | 2 0.02 85.44 DUONEB | 7 0.07 85.51 PLAN B | 1 0.01 85.52 LEXAPRO | 4 0.04 85.56 BENZONATATE | 1 0.01 85.57 ALPHA LIPOIC ACID | 1 0.01 85.58 NOVOLOG | 1 0.01 85.59 ZETIA | 1 0.01 85.60 ANTIVERT | 3 0.03 85.63 ESCITALOPRAM OXALATE | 1 0.01 85.64 AQUAPHOR | 1 0.01 85.65 ASCORBIC ACID | 1 0.01 85.66 ASPIRIN | 8 0.08 85.74 ATIVAN | 11 0.11 85.85 ATROPINE | 1 0.01 85.86 ATROVENT | 3 0.03 85.89 RESTASIS | 1 0.01 85.90 WELLBUTRIN XL | 1 0.01 85.91 CRESTOR | 2 0.02 85.93 CIPRODEX | 1 0.01 85.94 ATAZANAVIR SULFATE | 1 0.01 85.95 METOPROLOL SUCCINATE | 2 0.02 85.97 NOVOLIN R | 1 0.01 85.98 TRAMADOL HCL | 1 0.01 85.99 ISOVUE-M 300 | 2 0.02 86.01 MELOXICAM | 1 0.01 86.02 BACITRACIN | 4 0.04 86.06 FLAX SEED | 1 0.01 86.07 BACTRIM | 3 0.03 86.10 BACTROBAN | 1 0.01 86.11 BECLOMETHASONE | 1 0.01 86.12 BENADRYL | 20 0.20 86.32 BENTYL | 4 0.04 86.36 ARIPIPRAZOLE | 1 0.01 86.37 CYMBALTA | 3 0.03 86.40 DOCUSATE -SENNA | 1 0.01 86.41 GLYCOLAX | 1 0.01 86.42 BETADINE | 2 0.02 86.44 FLORAJEN | 1 0.01 86.45 BICITRA | 1 0.01 86.46 Q-TUSSIN | 1 0.01 86.47 BISACODYL | 1 0.01 86.48 IOPAMIDOL | 3 0.03 86.51 SYMBICORT | 2 0.02 86.53 DULOXETINE | 2 0.02 86.55 BUMEX | 1 0.01 86.56 BUPIVACAINE | 2 0.02 86.58 CHLORAPREP | 3 0.03 86.61 FLUTICASON-SALMETEROL | 2 0.02 86.63 CALCITONIN | 1 0.01 86.64 CALCIUM CARBONATE | 1 0.01 86.65 CALCIUM GLUCONATE | 2 0.02 86.67 CARBAMAZEPINE | 2 0.02 86.69 CARDIZEM | 2 0.02 86.71 CATAPRES | 3 0.03 86.74 CEFTIN | 1 0.01 86.75 CEFAZOLIN | 2 0.02 86.77 ANASTROZOLE | 1 0.01 86.78 CEPACOL | 1 0.01 86.79 RIFAXIMIN | 2 0.02 86.81 CEPHALEXIN | 1 0.01 86.82 ADACEL | 2 0.02 86.84 CEPHULAC | 1 0.01 86.85 JANUVIA | 1 0.01 86.86 FAZACLO | 1 0.01 86.87 CIPRO | 9 0.09 86.96 CLEOCIN | 3 0.03 86.99 CLINDAMYCIN | 4 0.04 87.03 CLONAZEPAM | 3 0.03 87.06 CLONIDINE | 2 0.02 87.08 CLOTRIMAZOLE | 1 0.01 87.09 PROAIR HFA | 1 0.01 87.10 THERA-M | 1 0.01 87.11 COGENTIN | 1 0.01 87.12 PERCOCET 10 | 2 0.02 87.14 VERAMYST | 1 0.01 87.15 COLACE | 5 0.05 87.20 VITAMIN D3 | 2 0.02 87.22 VYVANSE | 1 0.01 87.23 ASA | 3 0.03 87.26 COMPAZINE | 2 0.02 87.28 LOVAZA | 1 0.01 87.29 DERMABOND | 1 0.01 87.30 IMPLANON | 1 0.01 87.31 TAMSULOSIN | 2 0.02 87.33 MVI | 1 0.01 87.34 IOHEXOL | 3 0.03 87.37 PIPERACILLIN TAZOBACTAM | 1 0.01 87.38 ESOMEPRAZOLE | 2 0.02 87.40 CYANOCOBALAMIN | 1 0.01 87.41 PRENATAL VITIMINS W/OMEGA 3 | 2 0.02 87.43 ALBUTEROL/IPRATROPIUM | 4 0.04 87.47 SEROQUEL XR | 1 0.01 87.48 SALINE LOCK | 5 0.05 87.53 TROPONIN | 1 0.01 87.54 RHOPHYLAC | 1 0.01 87.55 TUSSIONEX PENNKINETIC | 1 0.01 87.56 BLOOD PATCH | 1 0.01 87.57 IODIXANOL | 1 0.01 87.58 DELTASONE | 4 0.04 87.62 CONTRAST | 1 0.01 87.63 DESITIN | 1 0.01 87.64 DEXAMETHASONE | 1 0.01 87.65 INSULIN R | 3 0.03 87.68 DEXTROSE | 8 0.08 87.76 IODINATED CONTRAST | 2 0.02 87.78 PALIPERIDONE | 1 0.01 87.79 DIATRIZOATE | 1 0.01 87.80 DIAZEPAM | 2 0.02 87.82 Z-PACK | 1 0.01 87.83 OMEGA 3/6/9 | 1 0.01 87.84 DICYCLOMINE | 2 0.02 87.86 DIGOXIN | 1 0.01 87.87 DILAUDID | 23 0.23 88.10 IV FLUIDS | 2 0.02 88.12 LIDOCAINE/TETRACAINE | 1 0.01 88.13 EXENATIDE | 1 0.01 88.14 CHOLECALCIFEROL | 2 0.02 88.16 DIPHENHYDRAMINE | 8 0.08 88.24 PHOS-NAK | 1 0.01 88.25 VIMPAT | 1 0.01 88.26 DIVALPROEX | 1 0.01 88.27 RIVAROXABAN | 1 0.01 88.28 DITROPAN | 1 0.01 88.29 DOCUSATE | 2 0.02 88.31 NERVE BLOCK | 1 0.01 88.32 SALINE FLUSH | 2 0.02 88.34 DONNATAL | 3 0.03 88.37 DOXYCYCLINE | 1 0.01 88.38 DEXTROAMPHETAMINE/AMPHETAMINE | 1 0.01 88.39 DULCOLAX | 1 0.01 88.40 DURICEF | 1 0.01 88.41 ISOVUE-370 | 1 0.01 88.42 EPINEPHRINE | 4 0.04 88.46 MIDAZOLAM | 1 0.01 88.47 OXYCODONE | 6 0.06 88.53 OXYMETAZOLINE | 2 0.02 88.55 PANTOPRAZOLE | 4 0.04 88.59 PERCOCET | 19 0.19 88.78 BIRTH CONTROL PILLS | 1 0.01 88.79 ROMYCIN | 2 0.02 88.81 VENLAFAXINE ER | 1 0.01 88.82 NUEDEXTA | 1 0.01 88.83 PENTAFLUOROPROPANE/TETRAFLUOROETHANE | 1 0.01 88.84 FERROUS SULFATE | 7 0.07 88.91 FLAGYL | 9 0.09 89.00 FLEET ENEMA | 2 0.02 89.02 FLEXERIL | 9 0.09 89.11 FLUORESCEIN | 1 0.01 89.12 FOLIC ACID | 2 0.02 89.14 ELIQUIS | 2 0.02 89.16 FUROSEMIDE | 4 0.04 89.20 GASTROGRAFIN | 2 0.02 89.22 GLUCAGON | 1 0.01 89.23 GUAIFENESIN | 1 0.01 89.24 HALDOL | 3 0.03 89.27 GADOBUTROL | 1 0.01 89.28 ACETAMINOPHEN/BUTALBITAL/CAFFEINE | 1 0.01 89.29 HALOPERIDOL | 1 0.01 89.30 HEPARIN | 11 0.11 89.41 HYDRALAZINE | 4 0.04 89.45 HYDROCHLOROTHIAZIDE | 2 0.02 89.47 HYDROCODONE | 1 0.01 89.48 HYDROCORTISONE | 4 0.04 89.52 HYDROMORPHONE | 4 0.04 89.56 NEXTERONE | 1 0.01 89.57 HYDROXYZINE | 1 0.01 89.58 IBUPROFEN | 29 0.29 89.87 INDERAL | 1 0.01 89.88 INSULIN | 3 0.03 89.91 ISORDIL | 1 0.01 89.92 KEFLEX | 9 0.09 90.01 KETALAR | 1 0.01 90.02 KETAMINE | 2 0.02 90.04 KLOR-CON | 1 0.01 90.05 LACTULOSE | 1 0.01 90.06 LASIX | 11 0.11 90.17 LEVODOPA | 1 0.01 90.18 LEVOTHYROXINE | 6 0.06 90.24 LIBRIUM | 1 0.01 90.25 LIDOCAINE | 9 0.09 90.34 LIDOCAINE HCL W/EPINEPHRINE | 1 0.01 90.35 LOPRESSOR | 4 0.04 90.39 LORAZEPAM | 5 0.05 90.44 MAALOX | 4 0.04 90.48 MAGNESIUM CITRATE | 1 0.01 90.49 MAGNESIUM SULFATE | 4 0.04 90.53 MARCAINE | 1 0.01 90.54 MAXZIDE | 1 0.01 90.55 MEDROL | 5 0.05 90.60 METHADONE | 2 0.02 90.62 METHOCARBAMOL | 1 0.01 90.63 METHYLPREDNISOLONE | 5 0.05 90.68 METOCLOPRAMIDE | 2 0.02 90.70 METRONIDAZOLE | 4 0.04 90.74 MIDRIN | 1 0.01 90.75 MINERAL OIL | 1 0.01 90.76 MONISTAT 7 | 1 0.01 90.77 MORPHINE | 33 0.33 91.10 MOTRIN | 17 0.17 91.27 MS CONTIN | 1 0.01 91.28 MULTIVITAMIN | 5 0.05 91.33 MYLANTA | 1 0.01 91.34 NAPROSYN | 3 0.03 91.37 NAPROXEN | 6 0.06 91.43 NARCAN | 1 0.01 91.44 NEOSPORIN | 2 0.02 91.46 NIACIN | 1 0.01 91.47 NITRO-BID | 1 0.01 91.48 NITROFURANTOIN | 1 0.01 91.49 NITROGLYCERIN | 7 0.07 91.56 NITROSTAT | 1 0.01 91.57 NORFLEX | 1 0.01 91.58 NTG | 1 0.01 91.59 OXYCODONE HCL | 2 0.02 91.61 OXYCODONE HCL & ACETAMINOPHEN | 7 0.07 91.68 OXYGEN | 13 0.13 91.81 PENICILLIN | 1 0.01 91.82 PENICILLIN VK | 1 0.01 91.83 PHENERGAN | 4 0.04 91.87 PHENERGAN W/CODEINE | 2 0.02 91.89 PHENOL | 1 0.01 91.90 PLAQUENIL | 1 0.01 91.91 POTASSIUM | 2 0.02 91.93 POTASSIUM CHLORIDE | 3 0.03 91.96 POTASSIUM IODIDE | 1 0.01 91.97 PRED FORTE | 1 0.01 91.98 PREDNISOLONE | 1 0.01 91.99 PREDNISONE | 16 0.16 92.15 PRENATAL FORMULA (VITAMINS) | 5 0.05 92.20 PRINIVIL | 1 0.01 92.21 PROCHLORPERAZINE | 2 0.02 92.23 PROMETHAZINE | 2 0.02 92.25 PROMETHAZINE VC W/CODEINE | 2 0.02 92.27 PROVENTIL | 2 0.02 92.29 PROZAC | 1 0.01 92.30 PYRIDIUM | 1 0.01 92.31 PYRIDOXINE HCL | 1 0.01 92.32 REGLAN | 13 0.13 92.45 RITALIN | 1 0.01 92.46 ROBITUSSIN A-C SYRUP | 2 0.02 92.48 SALICYLATE | 2 0.02 92.50 SALINE | 6 0.06 92.56 SEPTRA DS | 1 0.01 92.57 SODIUM BICARBONATE | 2 0.02 92.59 SODIUM CHLORIDE | 67 0.67 93.26 SODIUM CHLORIDE & DEXTROSE | 1 0.01 93.27 SODIUM PHOSPHATE | 1 0.01 93.28 SOLU-CORTEF | 1 0.01 93.29 SOLU-MEDROL | 12 0.12 93.41 SPIRONOLACTONE | 3 0.03 93.44 SUBLIMAZE | 1 0.01 93.45 SYNTHROID | 2 0.02 93.47 TESSALON PERLE | 1 0.01 93.48 THIAMINE | 5 0.05 93.53 THORAZINE | 2 0.02 93.55 TOBRADEX | 1 0.01 93.56 TRAZODONE | 4 0.04 93.60 TRIAMCINOLONE | 2 0.02 93.62 TUMS | 1 0.01 93.63 TYLENOL | 32 0.32 93.95 TYLENOL NO. 3 | 2 0.02 93.97 TYLENOL W/CODEINE | 1 0.01 93.98 UNASYN | 2 0.02 94.00 VALIUM | 5 0.05 94.05 VALPROIC ACID | 1 0.01 94.06 VANCOCIN | 1 0.01 94.07 VANCOMYCIN | 5 0.05 94.12 VICODIN | 1 0.01 94.13 VITAMIN B-1 | 1 0.01 94.14 VITAMIN D | 1 0.01 94.15 WARFARIN | 1 0.01 94.16 WESTCORT | 1 0.01 94.17 WITCH HAZEL | 1 0.01 94.18 XANAX | 2 0.02 94.20 XYLOCAINE | 5 0.05 94.25 ZOVIRAX | 1 0.01 94.26 TRIMETHOPRIM/SULFAMETHOXAZOLE | 1 0.01 94.27 DEXTROSE SODIUM CHLORIDE | 4 0.04 94.31 DIABETA | 1 0.01 94.32 ESTROGENS | 1 0.01 94.33 ZANTAC | 3 0.03 94.36 HCTZ | 3 0.03 94.39 CAPTOPRIL | 1 0.01 94.40 K-LYTE | 1 0.01 94.41 NORMAL SALINE | 17 0.17 94.58 AUGMENTIN | 7 0.07 94.65 BUSPAR | 1 0.01 94.66 FENTANYL CITRATE | 1 0.01 94.67 INFLUENZA VIRUS VACC | 5 0.05 94.72 ISOVUE | 6 0.06 94.78 K-DUR | 4 0.04 94.82 KLONOPIN | 1 0.01 94.83 LACTATED RINGER'S | 2 0.02 94.85 NALOXONE HCL | 2 0.02 94.87 OMNIPAQUE | 12 0.12 94.99 PEPCID | 9 0.09 95.08 POVIDONE-IODINE | 1 0.01 95.09 ROCEPHIN | 9 0.09 95.18 VASOTEC | 1 0.01 95.19 VERSED | 1 0.01 95.20 CYCLOBENZAPRINE HCL | 1 0.01 95.21 HYDROCODONE W/ACETAMINOPHEN | 11 0.11 95.32 LIDOCAINE HCL VISCOUS | 2 0.02 95.34 POLYTRIM | 2 0.02 95.36 ALBUTEROL SULFATE | 1 0.01 95.37 GUAIFENESIN AC | 1 0.01 95.38 PRILOSEC | 3 0.03 95.41 ALPRAZOLAM | 1 0.01 95.42 ATENOLOL | 3 0.03 95.45 BUSPIRONE HCL | 1 0.01 95.46 CEFTRIAXONE | 6 0.06 95.52 DILTIAZEM HCL | 2 0.02 95.54 ENALAPRIL | 1 0.01 95.55 FLUOXETINE | 1 0.01 95.56 GLIPIZIDE | 1 0.01 95.57 IPRATROPIUM BROMIDE | 2 0.02 95.59 OMEPRAZOLE | 8 0.08 95.67 RANITIDINE | 2 0.02 95.69 ALTACE | 1 0.01 95.70 CILOXAN | 1 0.01 95.71 DEXTROSE 5%-LACTATED RINGERS | 1 0.01 95.72 PROCRIT | 2 0.02 95.74 ZOFRAN | 66 0.66 96.40 CIPROFLOXACIN | 2 0.02 96.42 CLARITHROMYCIN | 1 0.01 96.43 DOXAZOSIN MESYLATE | 2 0.02 96.45 ONDANSETRON | 19 0.19 96.64 TORADOL | 19 0.19 96.83 LISINOPRIL | 11 0.11 96.94 LORTAB | 5 0.05 96.99 FISH OIL | 1 0.01 97.00 MACROBID | 3 0.03 97.03 TOPROL XL | 2 0.02 97.05 ZITHROMAX | 8 0.08 97.13 ZOLOFT | 2 0.02 97.15 NORVASC | 4 0.04 97.19 SERTRALINE | 3 0.03 97.22 LABETALOL | 1 0.01 97.23 PAXIL | 1 0.01 97.24 GEMFIBROZIL | 1 0.01 97.25 AZITHROMYCIN | 7 0.07 97.32 KETOROLAC | 11 0.11 97.43 IMITREX | 1 0.01 97.44 SIMVASTATIN | 3 0.03 97.47 LAMISIL | 1 0.01 97.48 SUMATRIPTAN | 1 0.01 97.49 VALPROATE | 1 0.01 97.50 PNEUMOCOCCAL VACCINE | 1 0.01 97.51 LORATADINE | 3 0.03 97.54 GLYBURIDE | 1 0.01 97.55 PROPOFOL | 1 0.01 97.56 SOAP | 1 0.01 97.57 AMBIEN | 2 0.02 97.59 PHOSLO | 1 0.01 97.60 FAMOTIDINE | 8 0.08 97.68 BUPROPION | 1 0.01 97.69 GI COCKTAIL | 6 0.06 97.75 CEFOXITIN | 1 0.01 97.76 AEROSOL THERAPY | 3 0.03 97.79 AMLODIPINE | 3 0.03 97.82 SUCRALFATE | 1 0.01 97.83 RABIES IMMUNE GLOBULIN | 1 0.01 97.84 CATAFLAM | 1 0.01 97.85 VENLAFAXINE | 1 0.01 97.86 IMDUR | 5 0.05 97.91 EFFEXOR | 1 0.01 97.92 DIVALPROEX SODIUM | 1 0.01 97.93 NEURONTIN | 1 0.01 97.94 RISPERIDONE | 6 0.06 98.00 TECHNETIUM | 1 0.01 98.01 GABAPENTIN | 4 0.04 98.05 LOVENOX | 12 0.12 98.17 FENTANYL | 3 0.03 98.20 FLONASE | 4 0.04 98.24 GREEN GODDESS | 1 0.01 98.25 ADDERALL | 3 0.03 98.28 NICARDIPINE | 1 0.01 98.29 CHILDRENS MOTRIN | 1 0.01 98.30 ULTRAM | 2 0.02 98.32 ZEMURON | 1 0.01 98.33 BENZTROPINE | 1 0.01 98.34 PRAVASTATIN | 2 0.02 98.36 GLUCOPHAGE | 1 0.01 98.37 METFORMIN | 8 0.08 98.45 ZOSYN | 3 0.03 98.48 CETIRIZINE | 1 0.01 98.49 BENZOCAINE | 2 0.02 98.51 ZYRTEC | 1 0.01 98.52 DOCUSATE SODIUM | 3 0.03 98.55 TRAMADOL | 3 0.03 98.58 DEMEROL | 1 0.01 98.59 LEVOTHYROID | 1 0.01 98.60 SALMETEROL | 1 0.01 98.61 REMERON | 1 0.01 98.62 LANSOPRAZOLE | 1 0.01 98.63 XALATAN | 1 0.01 98.64 OLANZAPINE | 2 0.02 98.66 HUMALOG | 3 0.03 98.69 LIPITOR | 5 0.05 98.74 DIOVAN | 1 0.01 98.75 LEVAQUIN | 4 0.04 98.79 MAGNESIUM | 1 0.01 98.80 VISIPAQUE | 1 0.01 98.81 MIRTAZAPINE | 1 0.01 98.82 LOSARTAN | 3 0.03 98.85 ZANAFLEX | 2 0.02 98.87 FLOMAX | 6 0.06 98.93 PLASMA | 1 0.01 98.94 LAMOTRIGINE | 1 0.01 98.95 COREG | 2 0.02 98.97 ATORVASTATIN | 2 0.02 98.99 LEVOFLOXACIN | 4 0.04 99.03 SEROQUEL | 3 0.03 99.06 CENTRUM SILVER | 1 0.01 99.07 CARVEDILOL | 1 0.01 99.08 ECHINACEA | 1 0.01 99.09 NORCO | 32 0.32 99.41 SINGULAIR | 3 0.03 99.44 CALCIUM CITRATE | 1 0.01 99.45 PLAVIX | 3 0.03 99.48 COSOPT | 2 0.02 99.50 CHLORHEXIDINE GLUCONATE | 3 0.03 99.53 CELEXA | 3 0.03 99.56 FENOFIBRATE | 1 0.01 99.57 CEFEPIME | 2 0.02 99.59 CELEBREX | 1 0.01 99.60 OMNICEF | 1 0.01 99.61 CLOPIDOGREL | 3 0.03 99.64 GLUCOSAMINE CHONDROITIN | 1 0.01 99.65 ACTIVATED CHARCOAL | 1 0.01 99.66 MIRALAX | 6 0.06 99.72 QUETIAPINE FUMARATE | 3 0.03 99.75 NITROPASTE | 1 0.01 99.76 MORPHINE SULFATE | 3 0.03 99.79 ALBUTEROL | 20 0.20 99.99 ILLEGIBLE | 1 0.01 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 20 Nov 2017