Frequencies for first 10,000 rows of med4 variable in nhamcsopd2005 dataset : medication | Freq. Percent Cum. ----------------------------------------+----------------------------------- viactiv | 1 0.01 0.01 prevnar | 13 0.13 0.14 protonix | 10 0.10 0.24 mobic | 2 0.02 0.26 tamsulosin hydrochloride | 1 0.01 0.27 trileptal | 1 0.01 0.28 aggrenox | 1 0.01 0.29 a.s.a. | 35 0.35 0.64 isosorbide dinitrate | 1 0.01 0.65 urimax | 1 0.01 0.66 avelox | 1 0.01 0.67 kaletra | 1 0.01 0.68 actonel | 4 0.04 0.72 glucovance | 1 0.01 0.73 pediacare infants decongesta | 1 0.01 0.74 concerta | 1 0.01 0.75 femhrt | 1 0.01 0.76 vicodin es | 1 0.01 0.77 fml | 1 0.01 0.78 acetaminophen | 6 0.06 0.84 mp | 1 0.01 0.85 digitek | 2 0.02 0.87 sarafem | 1 0.01 0.88 adipex | 1 0.01 0.89 advil | 4 0.04 0.93 aerobid | 1 0.01 0.94 aldactone | 1 0.01 0.95 nexium | 11 0.11 1.06 bactrim ds | 1 0.01 1.07 effexor xr | 1 0.01 1.08 allopurinol | 2 0.02 1.10 advair diskus | 14 0.14 1.24 geodon | 5 0.05 1.29 z-pak | 1 0.01 1.30 orapred | 1 0.01 1.31 rhinocort aqua | 1 0.01 1.32 wellbutrin sr | 1 0.01 1.33 inderal la | 1 0.01 1.34 ultracet | 1 0.01 1.35 chromagen forte | 1 0.01 1.36 nystatin w/hydrocortisone | 1 0.01 1.37 lantus | 3 0.03 1.40 5-fluorouracil | 2 0.02 1.42 trizivir | 2 0.02 1.44 adderall xr | 1 0.01 1.45 amitriptyline | 4 0.04 1.49 amoxicillin | 5 0.05 1.54 amoxil | 1 0.01 1.55 amphetamine | 1 0.01 1.56 anaprox | 1 0.01 1.57 benicar | 2 0.02 1.59 bextra | 1 0.01 1.60 nitroglycerin sublingual | 1 0.01 1.61 gatifloxacin | 1 0.01 1.62 lexapro | 7 0.07 1.69 antiacid | 1 0.01 1.70 foltx | 1 0.01 1.71 hib/hep b | 1 0.01 1.72 abilify | 1 0.01 1.73 novolog | 4 0.04 1.77 aranesp | 3 0.03 1.80 zetia | 2 0.02 1.82 taztia xt | 1 0.01 1.83 dove soap | 1 0.01 1.84 pepcid ac | 1 0.01 1.85 antivert | 1 0.01 1.86 neulasta | 1 0.01 1.87 pulmicort | 5 0.05 1.92 esterol ester-c | 1 0.01 1.93 anusol | 1 0.01 1.94 pancrecarb ms-8 | 1 0.01 1.95 viread | 1 0.01 1.96 varicella virus vaccine | 2 0.02 1.98 armour thyroid | 1 0.01 1.99 artane | 1 0.01 2.00 aspirin | 18 0.18 2.18 ativan | 9 0.09 2.27 atrovent | 4 0.04 2.31 renal caps | 1 0.01 2.32 avandamet | 1 0.01 2.33 lisinopril/hctz | 1 0.01 2.34 pediarix | 1 0.01 2.35 crestor | 1 0.01 2.36 glyquin-xm | 1 0.01 2.37 dytan-d | 4 0.04 2.41 azulfidine | 1 0.01 2.42 terazol 3 | 1 0.01 2.43 testim | 1 0.01 2.44 ranitidine hci | 1 0.01 2.45 qdall | 1 0.01 2.46 epidural anesthesia tray | 2 0.02 2.48 bacitracin | 1 0.01 2.49 bactrim | 3 0.03 2.52 bactroban | 1 0.01 2.53 bcg vaccine | 1 0.01 2.54 beclovent | 1 0.01 2.55 benadryl | 13 0.13 2.68 bentyl | 1 0.01 2.69 namenda | 1 0.01 2.70 spiriva | 2 0.02 2.72 cymbalta | 1 0.01 2.73 benzoyl peroxide | 1 0.01 2.74 vytorin | 1 0.01 2.75 betadine | 1 0.01 2.76 uroxatral | 1 0.01 2.77 bisacodyl | 1 0.01 2.78 truvada | 1 0.01 2.79 velcade | 2 0.02 2.81 copegus | 1 0.01 2.82 bumex | 1 0.01 2.83 lunesta | 3 0.03 2.86 bupivacaine | 1 0.01 2.87 enablex | 1 0.01 2.88 lyrica | 1 0.01 2.89 lusonal | 1 0.01 2.90 aloe vesta | 2 0.02 2.92 erbitux | 1 0.01 2.93 tipranavir disodum | 1 0.01 2.94 rozerem | 1 0.01 2.95 fluticason-salmeterol | 1 0.01 2.96 calcium carbonate | 4 0.04 3.00 calcium | 7 0.07 3.07 cardizem | 2 0.02 3.09 catapres | 1 0.01 3.10 cefazolin | 1 0.01 3.11 celestone | 1 0.01 3.12 chlordiazepoxide | 1 0.01 3.13 chlorthalidone | 2 0.02 3.15 cimetidine | 4 0.04 3.19 cipro | 2 0.02 3.21 clindamycin | 1 0.01 3.22 clonazepam | 2 0.02 3.24 clonidine | 2 0.02 3.26 clorazepate | 2 0.02 3.28 clotrimazole | 1 0.01 3.29 cogentin | 5 0.05 3.34 colace | 11 0.11 3.45 colchicine | 3 0.03 3.48 colestid | 1 0.01 3.49 compazine | 7 0.07 3.56 coumadin | 12 0.12 3.68 cyclomydril | 1 0.01 3.69 dapsone | 2 0.02 3.71 darvocet-n | 1 0.01 3.72 ddavp | 1 0.01 3.73 debrox | 1 0.01 3.74 decadron | 10 0.10 3.84 depakene | 1 0.01 3.85 depakote | 6 0.06 3.91 depo-medrol | 8 0.08 3.99 dexamethasone | 1 0.01 4.00 dextromethorphan cough | 1 0.01 4.01 diamox | 1 0.01 4.02 diazepam | 1 0.01 4.03 digoxin | 3 0.03 4.06 dilantin | 3 0.03 4.09 ditropan | 2 0.02 4.11 domeboro | 1 0.01 4.12 dulcolax | 1 0.01 4.13 dyazide | 1 0.01 4.14 e-vista | 1 0.01 4.15 econopred | 2 0.02 4.17 ecotrin | 1 0.01 4.18 elavil | 5 0.05 4.23 entex | 1 0.01 4.24 epipen | 1 0.01 4.25 estrace | 1 0.01 4.26 eucerin | 1 0.01 4.27 expectorant | 1 0.01 4.28 feldene | 1 0.01 4.29 ferrous sulfate | 5 0.05 4.34 flagyl | 1 0.01 4.35 fleet enema | 1 0.01 4.36 flexeril | 7 0.07 4.43 fluoride | 4 0.04 4.47 fluzone | 1 0.01 4.48 folic acid | 2 0.02 4.50 furosemide | 3 0.03 4.53 ginseng | 1 0.01 4.54 glucotrol | 5 0.05 4.59 halcion | 1 0.01 4.60 haldol | 3 0.03 4.63 heparin lock flush solution | 1 0.01 4.64 hormone | 1 0.01 4.65 humulin | 2 0.02 4.67 hydralazine | 2 0.02 4.69 hydrochlorothiazide | 7 0.07 4.76 hydrocodone | 1 0.01 4.77 hydrocortisone | 2 0.02 4.79 hydroxychloroquine | 1 0.01 4.80 iberet | 1 0.01 4.81 ibuprofen | 18 0.18 4.99 imodium | 1 0.01 5.00 inderal | 2 0.02 5.02 insulin | 10 0.10 5.12 iodine | 3 0.03 5.15 iron preparation | 2 0.02 5.17 isosorbide | 5 0.05 5.22 keflex | 2 0.02 5.24 kefzol | 2 0.02 5.26 klor-con | 1 0.01 5.27 lacri-lube | 1 0.01 5.28 lanoxin | 6 0.06 5.34 lasix | 22 0.22 5.56 leucovorin | 2 0.02 5.58 levothroid | 1 0.01 5.59 lidocaine | 1 0.01 5.60 lithium | 4 0.04 5.64 lithobid | 1 0.01 5.65 local anesthetic | 1 0.01 5.66 lopid | 3 0.03 5.69 lopressor | 4 0.04 5.73 lorazepam | 5 0.05 5.78 lotrimin | 1 0.01 5.79 luminal | 1 0.01 5.80 m.v.i. | 1 0.01 5.81 m-m-r | 1 0.01 5.82 maalox | 4 0.04 5.86 marcaine | 9 0.09 5.95 maxzide | 2 0.02 5.97 meclizine | 2 0.02 5.99 medrol | 1 0.01 6.00 methadone | 2 0.02 6.02 methotrexate | 4 0.04 6.06 methylphenidate | 1 0.01 6.07 metoprolol | 17 0.17 6.24 mevacor | 1 0.01 6.25 minipress | 1 0.01 6.26 minoxidil | 1 0.01 6.27 motrin | 5 0.05 6.32 mouthwash & gargle | 1 0.01 6.33 ms contin | 2 0.02 6.35 multi-vitamin | 2 0.02 6.37 multivitamin | 14 0.14 6.51 multivitamin/fluoride | 5 0.05 6.56 naprosyn | 6 0.06 6.62 naproxen | 3 0.03 6.65 neomycin | 1 0.01 6.66 neosporin | 1 0.01 6.67 nitroglycerin | 1 0.01 6.68 ntg | 1 0.01 6.69 nystatin | 1 0.01 6.70 ocufen | 1 0.01 6.71 ortho-novum | 1 0.01 6.72 os-cal | 3 0.03 6.75 oxycodone hcl | 2 0.02 6.77 panafil | 1 0.01 6.78 pedialyte | 1 0.01 6.79 percocet-5 | 6 0.06 6.85 peri-colace | 1 0.01 6.86 periactin | 1 0.01 6.87 phenergan | 3 0.03 6.90 pilocarpine | 1 0.01 6.91 pneumovax | 2 0.02 6.93 poliomyelitis vaccine | 6 0.06 6.99 poly-vi-sol | 1 0.01 7.00 potassium | 3 0.03 7.03 potassium chloride | 1 0.01 7.04 potassium phosphate | 1 0.01 7.05 pre-natal vitamins | 9 0.09 7.14 pred forte | 6 0.06 7.20 prednisone | 13 0.13 7.33 premarin | 4 0.04 7.37 prinivil | 2 0.02 7.39 procardia | 3 0.03 7.42 prolixin | 1 0.01 7.43 promethazine | 1 0.01 7.44 proventil | 2 0.02 7.46 prozac | 7 0.07 7.53 pyridium | 2 0.02 7.55 pyridoxine hcl | 2 0.02 7.57 quinidine sulfate | 1 0.01 7.58 reglan | 9 0.09 7.67 robinul | 3 0.03 7.70 robitussin | 6 0.06 7.76 robitussin-dm syrup | 1 0.01 7.77 rolaids | 1 0.01 7.78 saline | 1 0.01 7.79 selsun blue | 1 0.01 7.80 senokot | 1 0.01 7.81 sensorcaine | 1 0.01 7.82 septra ds | 1 0.01 7.83 serax | 1 0.01 7.84 silvadene | 2 0.02 7.86 skelaxin | 2 0.02 7.88 soma | 1 0.01 7.89 spironolactone | 3 0.03 7.92 steroid(s) | 1 0.01 7.93 sublimaze | 1 0.01 7.94 synthroid | 10 0.10 8.04 tagamet | 2 0.02 8.06 tegretol | 3 0.03 8.09 temazepam | 1 0.01 8.10 tenex | 1 0.01 8.11 tessalon perle | 1 0.01 8.12 tetanus diphtheria toxoid | 1 0.01 8.13 thiamine | 2 0.02 8.15 trazodone | 12 0.12 8.27 triamcinolone | 1 0.01 8.28 triaminic | 1 0.01 8.29 triamterene | 1 0.01 8.30 trifluoperazine | 1 0.01 8.31 triple antibiotic | 1 0.01 8.32 tylenol | 27 0.27 8.59 unasyn | 1 0.01 8.60 valium | 2 0.02 8.62 ventolin | 2 0.02 8.64 verapamil | 1 0.01 8.65 vicodin | 12 0.12 8.77 vincristine | 2 0.02 8.79 vistaril | 1 0.01 8.80 vitamin b-12 | 3 0.03 8.83 vitamin b-6 | 2 0.02 8.85 vitamin c | 4 0.04 8.89 vitamin d | 1 0.01 8.90 vitamin e | 2 0.02 8.92 vitamin(s) | 3 0.03 8.95 warfarin | 2 0.02 8.97 xanax | 4 0.04 9.01 xylocaine | 3 0.03 9.04 zaroxolyn | 1 0.01 9.05 zestril | 1 0.01 9.06 antilipemic agent | 1 0.01 9.07 vancenase | 1 0.01 9.08 caltrate | 1 0.01 9.09 multi vit | 1 0.01 9.10 zantac | 5 0.05 9.15 hctz | 23 0.23 9.38 kcl | 6 0.06 9.44 nph insulin | 1 0.01 9.45 folate | 2 0.02 9.47 mom | 6 0.06 9.53 normal saline | 3 0.03 9.56 propranolol | 1 0.01 9.57 augmentin | 2 0.02 9.59 buspar | 3 0.03 9.62 gammagard | 1 0.01 9.63 hib-vax | 4 0.04 9.67 influenza virus vacc | 10 0.10 9.77 k-dur | 3 0.03 9.80 klonopin | 8 0.08 9.88 lotrisone | 1 0.01 9.89 marinol | 1 0.01 9.90 novolin | 2 0.02 9.92 omnipaque | 1 0.01 9.93 pepcid | 3 0.03 9.96 rocephin | 3 0.03 9.99 temovate | 1 0.01 10.00 vasotec | 7 0.07 10.07 versed | 9 0.09 10.16 wellbutrin | 4 0.04 10.20 cyclobenzaprine hcl | 1 0.01 10.21 hydrocodone w/acetaminophen | 1 0.01 10.22 no entry made | 8,268 82.68 92.90 albuterol sulfate | 1 0.01 92.91 lupron depot | 1 0.01 92.92 prilosec | 12 0.12 93.04 alprazolam | 2 0.02 93.06 atenolol | 22 0.22 93.28 ceftriaxone | 1 0.01 93.29 diltiazem hcl | 1 0.01 93.30 enalapril | 6 0.06 93.36 glipizide | 9 0.09 93.45 interferon-alfa | 2 0.02 93.47 ketoconazole | 1 0.01 93.48 levamisole hcl | 1 0.01 93.49 lovastatin | 4 0.04 93.53 methimazole | 1 0.01 93.54 omeprazole | 1 0.01 93.55 ranitidine | 2 0.02 93.57 accupril | 3 0.03 93.60 altace | 6 0.06 93.66 biaxin | 4 0.04 93.70 duragesic | 1 0.01 93.71 lodine | 1 0.01 93.72 lotensin | 1 0.01 93.73 miacalcin | 1 0.01 93.74 monopril | 5 0.05 93.79 nasacort | 1 0.01 93.80 plendil | 1 0.01 93.81 pravachol | 4 0.04 93.85 ultravate | 1 0.01 93.86 videx | 1 0.01 93.87 zofran | 2 0.02 93.89 benazepril | 1 0.01 93.90 diclofenac | 3 0.03 93.93 doxazosin mesylate | 1 0.01 93.94 felodipine | 1 0.01 93.95 fluticasone | 1 0.01 93.96 fosinopril | 9 0.09 94.05 hepatitis b vaccine | 5 0.05 94.10 metrogel | 1 0.01 94.11 nadolol | 1 0.01 94.12 piroxicam | 2 0.02 94.14 quinapril | 1 0.01 94.15 anafranil | 1 0.01 94.16 diflucan | 3 0.03 94.19 elimite | 1 0.01 94.20 toradol | 4 0.04 94.24 zestoretic | 1 0.01 94.25 lisinopril | 27 0.27 94.52 lortab | 2 0.02 94.54 fish oil | 1 0.01 94.55 neupogen | 1 0.01 94.56 nicoderm | 1 0.01 94.57 nicotine trandermal system | 2 0.02 94.59 peridex | 1 0.01 94.60 proscar | 1 0.01 94.61 toprol xl | 9 0.09 94.70 vantin | 1 0.01 94.71 zithromax | 2 0.02 94.73 zocor | 10 0.10 94.83 zoloft | 7 0.07 94.90 norvasc | 16 0.16 95.06 amiodarone | 1 0.01 95.07 paxil | 11 0.11 95.18 azithromycin | 1 0.01 95.19 cisplatin | 1 0.01 95.20 claritin | 7 0.07 95.27 imitrex | 3 0.03 95.30 simvastatin | 1 0.01 95.31 flurbiprofen | 1 0.01 95.32 lamisil | 1 0.01 95.33 pneumococcal vaccine | 2 0.02 95.35 loratadine | 2 0.02 95.37 nephro-vite | 1 0.01 95.38 glyburide | 8 0.08 95.46 pedvax hib | 1 0.01 95.47 itraconazole | 1 0.01 95.48 propofol | 1 0.01 95.49 diprivan | 1 0.01 95.50 ambien | 13 0.13 95.63 nebulizer | 2 0.02 95.65 sucralfate | 1 0.01 95.66 filgrastim | 1 0.01 95.67 medication(s) - iv | 1 0.01 95.68 tuberculin medication | 1 0.01 95.69 ziac | 1 0.01 95.70 dermatop | 1 0.01 95.71 imdur | 2 0.02 95.73 zolpidem tartrate | 1 0.01 95.74 effexor | 4 0.04 95.78 pulmozyme | 1 0.01 95.79 serevent | 2 0.02 95.81 neurontin | 12 0.12 95.93 risperidone | 1 0.01 95.94 gabapentin | 1 0.01 95.95 lamivudine | 1 0.01 95.96 ointment | 1 0.01 95.97 risperdal | 7 0.07 96.04 fentanyl | 6 0.06 96.10 mg | 1 0.01 96.11 flonase | 10 0.10 96.21 adderall | 3 0.03 96.24 famvir | 1 0.01 96.25 ultram | 5 0.05 96.30 dtap | 3 0.03 96.33 zerit | 3 0.03 96.36 dimetapp dm | 1 0.01 96.37 protein supplement | 1 0.01 96.38 glucophage | 6 0.06 96.44 hepatitis a vaccine | 2 0.02 96.46 prevacid | 19 0.19 96.65 metformin | 14 0.14 96.79 lotrel | 1 0.01 96.80 hepatitis c vaccine | 1 0.01 96.81 cozaar | 8 0.08 96.89 climara | 1 0.01 96.90 lamictal | 2 0.02 96.92 fosamax | 6 0.06 96.98 epivir | 4 0.04 97.02 defen-la | 1 0.01 97.03 levoxyl | 1 0.01 97.04 zyrtec | 12 0.12 97.16 invirase | 1 0.01 97.17 tramadol | 5 0.05 97.22 neoral | 2 0.02 97.24 valtrex | 3 0.03 97.27 demerol | 2 0.02 97.29 precose | 1 0.01 97.30 norvir | 3 0.03 97.33 flovent | 4 0.04 97.37 oxycontin | 1 0.01 97.38 remeron | 1 0.01 97.39 melatonin | 1 0.01 97.40 lansoprazole | 2 0.02 97.42 amaryl | 1 0.01 97.43 cellcept | 1 0.01 97.44 betimol | 1 0.01 97.45 xalatan | 1 0.01 97.46 zyprexa | 3 0.03 97.49 allegra | 5 0.05 97.54 aricept | 1 0.01 97.55 humalog | 2 0.02 97.57 saw palmetto | 1 0.01 97.58 lipitor | 51 0.51 98.09 zyban | 1 0.01 98.10 diovan | 5 0.05 98.15 patanol | 2 0.02 98.17 levaquin | 3 0.03 98.20 magnesium | 1 0.01 98.21 viracept | 1 0.01 98.22 combivent | 3 0.03 98.25 fleet phospho-soda | 1 0.01 98.26 flomax | 4 0.04 98.30 combivir | 3 0.03 98.33 coreg | 8 0.08 98.41 chondroitin sulfate | 1 0.01 98.42 mirapex | 1 0.01 98.43 comvax | 4 0.04 98.47 calcitriol | 2 0.02 98.49 seroquel | 7 0.07 98.56 denavir | 1 0.01 98.57 nasonex | 6 0.06 98.63 zomig | 1 0.01 98.64 singulair | 11 0.11 98.75 viagra | 2 0.02 98.77 os-cal +d | 1 0.01 98.78 detrol | 5 0.05 98.83 plavix | 5 0.05 98.88 sustiva | 3 0.03 98.91 cosopt | 1 0.01 98.92 xeloda | 1 0.01 98.93 irinotecan | 2 0.02 98.95 celexa | 5 0.05 99.00 valsartan | 1 0.01 99.01 efavirenz | 1 0.01 99.02 tricor | 3 0.03 99.05 celebrex | 6 0.06 99.11 nasacort aq | 1 0.01 99.12 ribavirin | 1 0.01 99.13 cortisporin otic | 1 0.01 99.14 glucosamine | 3 0.03 99.17 avandia | 7 0.07 99.24 rituxan | 1 0.01 99.25 avalide | 2 0.02 99.27 micardis | 1 0.01 99.28 citalopram | 1 0.01 99.29 miralax | 1 0.01 99.30 ziagen | 3 0.03 99.33 aciphex | 2 0.02 99.35 actos | 4 0.04 99.39 pletal | 1 0.01 99.40 xopenex | 5 0.05 99.45 zaditor | 1 0.01 99.46 doan`s pills | 1 0.01 99.47 albuterol | 33 0.33 99.80 lopidine | 1 0.01 99.81 coq-10 | 1 0.01 99.82 novolin 70/30 | 1 0.01 99.83 abacavir sulfate | 1 0.01 99.84 brimonidine | 1 0.01 99.85 other | 11 0.11 99.96 illegible | 4 0.04 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016