Frequencies for first 10,000 rows of med4 variable in nhamcsopd2003 dataset : med #4 | Freq. Percent Cum. ----------------------------------------+----------------------------------- ditropan xl | 1 0.01 0.01 viactiv | 1 0.01 0.02 prevnar | 30 0.30 0.32 excedrin migraine | 1 0.01 0.33 sonata | 1 0.01 0.34 protonix | 11 0.11 0.45 trileptal | 1 0.01 0.46 a.s.a. | 23 0.23 0.69 androgel | 1 0.01 0.70 nicotine | 1 0.01 0.71 a-fil | 1 0.01 0.72 keppra | 1 0.01 0.73 actonel | 1 0.01 0.74 glucovance | 5 0.05 0.79 cartia xt | 1 0.01 0.80 acetaminophen | 1 0.01 0.81 qvar | 1 0.01 0.82 zinecard | 1 0.01 0.83 digitek | 3 0.03 0.86 adriamycin | 1 0.01 0.87 advil | 3 0.03 0.90 aerosporin | 1 0.01 0.91 aldactone | 4 0.04 0.95 allergy relief or shots | 2 0.02 0.97 nexium | 9 0.09 1.06 bactrim ds | 1 0.01 1.07 nifedical xl | 1 0.01 1.08 effexor xr | 3 0.03 1.11 allopurinol | 1 0.01 1.12 tpa | 1 0.01 1.13 advair diskus | 9 0.09 1.22 geodon | 2 0.02 1.24 glucotrol xl | 3 0.03 1.27 quinolones | 1 0.01 1.28 orapred | 1 0.01 1.29 tegretol xr | 1 0.01 1.30 wellbutrin sr | 3 0.03 1.33 protopic | 1 0.01 1.34 cardizem cd | 1 0.01 1.35 promensil | 1 0.01 1.36 cosamin ds | 1 0.01 1.37 biaxin xl | 1 0.01 1.38 pulmicort respules | 1 0.01 1.39 lantus | 5 0.05 1.44 5-fluorouracil | 2 0.02 1.46 metadate cd | 2 0.02 1.48 amantadine | 1 0.01 1.49 amitriptyline | 2 0.02 1.51 amoxicillin | 2 0.02 1.53 amoxil | 2 0.02 1.55 ancef | 3 0.03 1.58 bextra | 7 0.07 1.65 clarinex | 3 0.03 1.68 extra strength tylenol | 5 0.05 1.73 nitroglycerin sublingual | 1 0.01 1.74 antacid | 1 0.01 1.75 lexapro | 5 0.05 1.80 foltx | 1 0.01 1.81 hib/hep b | 1 0.01 1.82 zetia | 2 0.02 1.84 frova | 1 0.01 1.85 ultrase mt 12 | 1 0.01 1.86 floxin otic | 1 0.01 1.87 antivert | 1 0.01 1.88 pulmicort | 2 0.02 1.90 anusol | 1 0.01 1.91 tenofovir disoproxil fumarate | 1 0.01 1.92 calcitrate | 1 0.01 1.93 varicella virus vaccine | 2 0.02 1.95 ascorbic acid | 4 0.04 1.99 aspirin | 11 0.11 2.10 atarax | 2 0.02 2.12 ativan | 6 0.06 2.18 atropine | 1 0.01 2.19 auralgan | 1 0.01 2.20 relpax | 1 0.01 2.21 histex pd | 1 0.01 2.22 strattera | 1 0.01 2.23 aygestin | 1 0.01 2.24 azactam | 1 0.01 2.25 levitra | 1 0.01 2.26 crestor | 1 0.01 2.27 atazanavir sulfate | 1 0.01 2.28 b complex w/b-12 | 1 0.01 2.29 b-12 | 1 0.01 2.30 eloxatin | 1 0.01 2.31 bacitracin | 1 0.01 2.32 chirocaine | 1 0.01 2.33 baclofen | 3 0.03 2.36 humira | 1 0.01 2.37 bactrim | 5 0.05 2.42 bactroban | 2 0.02 2.44 benadryl | 13 0.13 2.57 betadine | 3 0.03 2.60 contraceptive agent | 1 0.01 2.61 bumex | 2 0.02 2.63 bupivacaine | 1 0.01 2.64 calcium carbonate | 1 0.01 2.65 calcium | 5 0.05 2.70 calcium gluconate | 1 0.01 2.71 capoten | 1 0.01 2.72 carbamazepine | 1 0.01 2.73 catapres | 1 0.01 2.74 cefazolin | 3 0.03 2.77 centrum | 2 0.02 2.79 cetacaine | 1 0.01 2.80 chlordiazepoxide | 1 0.01 2.81 cipro | 3 0.03 2.84 clindamycin | 1 0.01 2.85 clonazepam | 8 0.08 2.93 clonidine | 9 0.09 3.02 cogentin | 2 0.02 3.04 colace | 10 0.10 3.14 colchicine | 1 0.01 3.15 compazine | 2 0.02 3.17 coumadin | 8 0.08 3.25 cytoxan | 1 0.01 3.26 darvocet-n | 6 0.06 3.32 darvon | 1 0.01 3.33 decadron | 6 0.06 3.39 depakote | 9 0.09 3.48 depo-medrol | 12 0.12 3.60 depo-provera | 1 0.01 3.61 desenex | 1 0.01 3.62 desferal | 3 0.03 3.65 dexedrine | 1 0.01 3.66 diazepam | 2 0.02 3.68 dicyclomine | 1 0.01 3.69 digoxin | 5 0.05 3.74 dilantin | 2 0.02 3.76 dilaudid | 3 0.03 3.79 diphtheria tetnus toxoids pertussis | 1 0.01 3.80 docusate | 1 0.01 3.81 domeboro | 1 0.01 3.82 e-mycin | 1 0.01 3.83 e-vista | 1 0.01 3.84 ecotrin | 6 0.06 3.90 elavil | 6 0.06 3.96 epinephrine | 6 0.06 4.02 erythromycin | 1 0.01 4.03 estradiol | 2 0.02 4.05 estrogen | 1 0.01 4.06 ferrous sulfate | 4 0.04 4.10 fibercon | 1 0.01 4.11 fiorinal | 1 0.01 4.12 flagyl | 1 0.01 4.13 flexeril | 2 0.02 4.15 folic acid | 6 0.06 4.21 furadantin | 1 0.01 4.22 furosemide | 5 0.05 4.27 glucotrol | 2 0.02 4.29 guaifenesin | 1 0.01 4.30 halcion | 1 0.01 4.31 heparin lock flush solution | 1 0.01 4.32 humulin | 3 0.03 4.35 hydralazine | 3 0.03 4.38 hydrochlorothiazide | 5 0.05 4.43 hydrocodone | 1 0.01 4.44 hydrocortisone | 3 0.03 4.47 hydroxyurea | 1 0.01 4.48 hydroxyzine | 1 0.01 4.49 hytrin | 1 0.01 4.50 ibuprofen | 8 0.08 4.58 imipramine | 2 0.02 4.60 imodium | 1 0.01 4.61 imuran | 1 0.01 4.62 inderal | 1 0.01 4.63 insulin | 8 0.08 4.71 iodine | 1 0.01 4.72 iron preparation | 6 0.06 4.78 isoniazid | 1 0.01 4.79 isordil | 3 0.03 4.82 isosorbide | 3 0.03 4.85 k-lor | 1 0.01 4.86 keflex | 2 0.02 4.88 klotrix | 1 0.01 4.89 lactulose | 1 0.01 4.90 lanoxin | 6 0.06 4.96 lasix | 27 0.27 5.23 leucovorin | 1 0.01 5.24 leukovorin calcium | 1 0.01 5.25 levothroid | 1 0.01 5.26 levothyroxine | 1 0.01 5.27 levsin | 1 0.01 5.28 lidocaine | 7 0.07 5.35 lithium | 1 0.01 5.36 lodrane | 1 0.01 5.37 lomotil | 2 0.02 5.39 lopid | 1 0.01 5.40 lopressor | 5 0.05 5.45 lorazepam | 8 0.08 5.53 lotrimin | 2 0.02 5.55 lubriderm | 1 0.01 5.56 m.v.i. | 1 0.01 5.57 m-m-r | 4 0.04 5.61 maalox | 1 0.01 5.62 magnesium oxide | 2 0.02 5.64 mandelamine | 1 0.01 5.65 marcaine | 3 0.03 5.68 marcaine hcl w/epinephrn | 4 0.04 5.72 meclizine | 2 0.02 5.74 medrol | 1 0.01 5.75 meperidine | 2 0.02 5.77 metamucil | 3 0.03 5.80 methadone | 3 0.03 5.83 methotrexate | 2 0.02 5.85 metoprolol | 14 0.14 5.99 miconazole | 1 0.01 6.00 midrin | 1 0.01 6.01 milk of magnesia | 1 0.01 6.02 morphine | 2 0.02 6.04 motrin | 6 0.06 6.10 ms contin | 1 0.01 6.11 multi-vitamin | 5 0.05 6.16 multiple vitamins | 8 0.08 6.24 naproxen | 3 0.03 6.27 navane | 1 0.01 6.28 neo-synephrine | 3 0.03 6.31 neosporin | 1 0.01 6.32 niferex | 1 0.01 6.33 nitroglycerin | 3 0.03 6.36 nitrostat | 1 0.01 6.37 nitrous oxide | 4 0.04 6.41 normodyne | 1 0.01 6.42 normosol | 3 0.03 6.45 nortriptyline | 2 0.02 6.47 ntg | 2 0.02 6.49 nubain | 1 0.01 6.50 nystatin | 1 0.01 6.51 nystatin w/triamcinolone | 1 0.01 6.52 os-cal | 4 0.04 6.56 oxycodone hcl | 2 0.02 6.58 oxygen | 3 0.03 6.61 p.r. syrup | 1 0.01 6.62 paregoric | 1 0.01 6.63 pen-vee k | 1 0.01 6.64 penicillin | 1 0.01 6.65 percocet-5 | 7 0.07 6.72 percodan | 1 0.01 6.73 periactin | 2 0.02 6.75 phenazopyridine | 1 0.01 6.76 phenergan | 5 0.05 6.81 placebo | 1 0.01 6.82 plaquenil | 1 0.01 6.83 pneumovax | 4 0.04 6.87 poliomyelitis vaccine | 11 0.11 6.98 polysporin | 1 0.01 6.99 potassium acetate | 1 0.01 7.00 potassium | 4 0.04 7.04 pre-natal vitamins | 2 0.02 7.06 pred forte | 4 0.04 7.10 prednisone | 7 0.07 7.17 premarin | 10 0.10 7.27 prinivil | 2 0.02 7.29 procardia | 2 0.02 7.31 prolixin | 1 0.01 7.32 propanolol | 3 0.03 7.35 prostigmin | 1 0.01 7.36 prozac | 6 0.06 7.42 pyridium | 1 0.01 7.43 pyridoxine hcl | 2 0.02 7.45 quinidine | 1 0.01 7.46 quinine sulfate | 1 0.01 7.47 reglan | 8 0.08 7.55 rifampin | 1 0.01 7.56 robitussin | 3 0.03 7.59 rondec-dm syrup | 1 0.01 7.60 rynatan | 2 0.02 7.62 senokot | 2 0.02 7.64 skelaxin | 1 0.01 7.65 solu-medrol | 2 0.02 7.67 spironolactone | 2 0.02 7.69 steroid(s) | 5 0.05 7.74 stool softener | 1 0.01 7.75 sublimaze | 5 0.05 7.80 sudafed | 4 0.04 7.84 sulindac | 1 0.01 7.85 synthroid | 15 0.15 8.00 tegretol | 1 0.01 8.01 tenax | 1 0.01 8.02 tenex | 2 0.02 8.04 tenormin | 3 0.03 8.07 tetanus diphtheria toxoid | 2 0.02 8.09 tetanus toxoid | 3 0.03 8.12 theo-dur | 1 0.01 8.13 theophylline | 1 0.01 8.14 thyroid | 1 0.01 8.15 timolol | 1 0.01 8.16 tranxene | 1 0.01 8.17 trazodone | 13 0.13 8.30 trental | 1 0.01 8.31 triamcinolone | 1 0.01 8.32 triamterene | 1 0.01 8.33 trifluoperazine | 1 0.01 8.34 trilafon | 1 0.01 8.35 tylenol | 27 0.27 8.62 tylenol no. 3 | 6 0.06 8.68 tylenol w/codeine | 2 0.02 8.70 valium | 3 0.03 8.73 valproic acid | 2 0.02 8.75 vaseline | 1 0.01 8.76 ventolin | 1 0.01 8.77 verapamil | 4 0.04 8.81 vicodin | 9 0.09 8.90 vincristine | 3 0.03 8.93 vistaril | 3 0.03 8.96 vitamin a | 1 0.01 8.97 vitamin a & d | 1 0.01 8.98 vitamin b-12 | 1 0.01 8.99 vitamin b-6 | 1 0.01 9.00 vitamin c | 5 0.05 9.05 vitamin c & e | 1 0.01 9.06 vitamin e | 3 0.03 9.09 vitamin(s) | 2 0.02 9.11 voltaren | 1 0.01 9.12 warfarin | 6 0.06 9.18 xanax | 3 0.03 9.21 xylocaine | 1 0.01 9.22 yellow fever vaccine | 1 0.01 9.23 zestril | 3 0.03 9.26 antihistamine | 1 0.01 9.27 caltrate | 2 0.02 9.29 desyrel | 1 0.01 9.30 isoptin | 1 0.01 9.31 zantac | 6 0.06 9.37 hctz | 17 0.17 9.54 kcl | 2 0.02 9.56 nph insulin | 2 0.02 9.58 folate | 4 0.04 9.62 captopril | 5 0.05 9.67 thyroxine | 1 0.01 9.68 normal saline | 1 0.01 9.69 adalat | 1 0.01 9.70 augmentin | 3 0.03 9.73 bacitracin ophthalmic | 1 0.01 9.74 eye drops | 1 0.01 9.75 fioricet | 1 0.01 9.76 hib-vax | 8 0.08 9.84 influenza virus vacc | 2 0.02 9.86 k-dur | 7 0.07 9.93 klonopin | 6 0.06 9.99 marinol | 1 0.01 10.00 pediapred | 1 0.01 10.01 pepcid | 9 0.09 10.10 rocephin | 1 0.01 10.11 vasotec | 3 0.03 10.14 versed | 10 0.10 10.24 wellbutrin | 3 0.03 10.27 hydrocodone w/acetaminophen | 1 0.01 10.28 no entry made | 8,229 82.29 92.57 doxorubicin hcl | 1 0.01 92.58 nifedipine | 2 0.02 92.60 prilosec | 8 0.08 92.68 acyclovir | 4 0.04 92.72 alprazolam | 3 0.03 92.75 atenolol | 21 0.21 92.96 diltiazem hcl | 2 0.02 92.98 enalapril | 6 0.06 93.04 glipizide | 1 0.01 93.05 methimazole | 2 0.02 93.07 omeprazole | 1 0.01 93.08 ranitidine | 4 0.04 93.12 accupril | 4 0.04 93.16 altace | 7 0.07 93.23 cardura | 2 0.02 93.25 duragesic | 2 0.02 93.27 lodine | 1 0.01 93.28 lotensin | 2 0.02 93.30 miacalcin | 1 0.01 93.31 monopril | 1 0.01 93.32 nasacort | 1 0.01 93.33 pravachol | 12 0.12 93.45 tums plus | 1 0.01 93.46 zofran | 9 0.09 93.55 clarithromycin | 1 0.01 93.56 diclofenac | 1 0.01 93.57 doxazosin mesylate | 1 0.01 93.58 fluticasone | 1 0.01 93.59 hepatitis b vaccine | 6 0.06 93.65 metrogel | 1 0.01 93.66 nadolol | 1 0.01 93.67 piroxicam | 1 0.01 93.68 diflucan | 2 0.02 93.70 toradol | 6 0.06 93.76 lisinopril | 8 0.08 93.84 lortab | 3 0.03 93.87 enulose | 1 0.01 93.88 romazicon (mazicon) | 2 0.02 93.90 toprol xl | 7 0.07 93.97 zithromax | 3 0.03 94.00 zocor | 21 0.21 94.21 zoloft | 14 0.14 94.35 norvasc | 18 0.18 94.53 labetalol | 3 0.03 94.56 amiodarone | 2 0.02 94.58 paxil | 9 0.09 94.67 gemfibrozil | 1 0.01 94.68 azithromycin | 1 0.01 94.69 fluconazole | 1 0.01 94.70 cisplatin | 1 0.01 94.71 claritin | 6 0.06 94.77 simvastatin | 2 0.02 94.79 pneumococcal vaccine | 3 0.03 94.82 loratadine | 3 0.03 94.85 carboplatin | 3 0.03 94.88 midazolam hcl | 3 0.03 94.91 nephro-vite | 1 0.01 94.92 glyburide | 5 0.05 94.97 injection | 1 0.01 94.98 daunorubicin | 1 0.01 94.99 propofol | 8 0.08 95.07 ambien | 9 0.09 95.16 phoslo | 1 0.01 95.17 famotidine | 4 0.04 95.21 desogen | 1 0.01 95.22 taxotere | 1 0.01 95.23 inhaler | 1 0.01 95.24 oxaprozin | 1 0.01 95.25 nebulizer | 1 0.01 95.26 injection (epidural) | 2 0.02 95.28 injection (ganglion/nerve block) | 1 0.01 95.29 medication(s) -prescribed/provided/otc | 1 0.01 95.30 imdur | 1 0.01 95.31 ortho-tricyclen | 1 0.01 95.32 zolpidem tartrate | 1 0.01 95.33 beta blocker | 1 0.01 95.34 ace inhibitor | 1 0.01 95.35 dovonex | 2 0.02 95.37 effexor | 5 0.05 95.42 serevent | 6 0.06 95.48 glaucoma medication | 1 0.01 95.49 mepron | 1 0.01 95.50 neurontin | 13 0.13 95.63 quinine | 1 0.01 95.64 humulin r | 6 0.06 95.70 aleve | 1 0.01 95.71 risperdal | 5 0.05 95.76 kytril | 2 0.02 95.78 rhinocort | 2 0.02 95.80 fentanyl | 15 0.15 95.95 monistat | 1 0.01 95.96 flonase | 18 0.18 96.14 testoderm | 1 0.01 96.15 adderall | 1 0.01 96.16 famvir | 1 0.01 96.17 ultram | 3 0.03 96.20 desflurane | 1 0.01 96.21 dtap | 4 0.04 96.25 zemuron | 2 0.02 96.27 interferon | 1 0.01 96.28 serzone | 1 0.01 96.29 glucophage | 9 0.09 96.38 prevacid | 16 0.16 96.54 metformin | 4 0.04 96.58 lotrel | 1 0.01 96.59 cozaar | 6 0.06 96.65 climara | 1 0.01 96.66 hyzaar | 2 0.02 96.68 lamictal | 3 0.03 96.71 fosamax | 7 0.07 96.78 epivir | 2 0.02 96.80 humulin n | 1 0.01 96.81 levoxyl | 2 0.02 96.83 zyrtec | 9 0.09 96.92 tramadol | 1 0.01 96.93 demerol | 7 0.07 97.00 hepatitis vaccine | 2 0.02 97.02 sevoflurane | 4 0.04 97.06 tiazac | 1 0.01 97.07 flovent | 12 0.12 97.19 ritonavir | 1 0.01 97.20 etomidate | 1 0.01 97.21 oxycontin | 4 0.04 97.25 remeron | 9 0.09 97.34 covera hs | 1 0.01 97.35 amaryl | 2 0.02 97.37 cellcept | 3 0.03 97.40 indinavir | 1 0.01 97.41 xalatan | 2 0.02 97.43 mavik | 1 0.01 97.44 acidophilus | 1 0.01 97.45 zyprexa | 5 0.05 97.50 allegra | 6 0.06 97.56 aricept | 3 0.03 97.59 humalog | 8 0.08 97.67 lipitor | 40 0.40 98.07 diovan | 7 0.07 98.14 levaquin | 4 0.04 98.18 magnesium | 1 0.01 98.19 topamax | 3 0.03 98.22 viracept | 1 0.01 98.23 naropin | 1 0.01 98.24 androderm patches | 1 0.01 98.25 camptosar | 1 0.01 98.26 general anesthesic | 3 0.03 98.29 combivent | 2 0.02 98.31 zanaflex | 1 0.01 98.32 flomax | 4 0.04 98.36 tacrolimus | 2 0.02 98.38 combivir | 2 0.02 98.40 coreg | 3 0.03 98.43 requip | 1 0.01 98.44 mirapex | 1 0.01 98.45 comvax | 1 0.01 98.46 seroquel | 7 0.07 98.53 baby aspirin | 3 0.03 98.56 mag-ox | 1 0.01 98.57 nasonex | 3 0.03 98.60 propecia | 1 0.01 98.61 zomig | 1 0.01 98.62 singulair | 11 0.11 98.73 viagra | 7 0.07 98.80 vicoprofen | 1 0.01 98.81 detrol | 1 0.01 98.82 niaspan | 1 0.01 98.83 plavix | 8 0.08 98.91 doxil | 1 0.01 98.92 regranex | 1 0.01 98.93 cosopt | 1 0.01 98.94 celexa | 7 0.07 99.01 gabitril | 1 0.01 99.02 maxalt | 1 0.01 99.03 tricor | 1 0.01 99.04 celebrex | 10 0.10 99.14 renagel | 1 0.01 99.15 glucosamine | 2 0.02 99.17 avandia | 5 0.05 99.22 rituxan | 1 0.01 99.23 agenerase | 1 0.01 99.24 micro-k 10 | 1 0.01 99.25 vioxx | 11 0.11 99.36 miralax | 2 0.02 99.38 aciphex | 4 0.04 99.42 actos | 4 0.04 99.46 morphine sulfate | 1 0.01 99.47 albuterol | 23 0.23 99.70 herbs | 1 0.01 99.71 lipid lowering agent | 1 0.01 99.72 coq-10 | 1 0.01 99.73 novolin 70/30 | 1 0.01 99.74 calcium w/ vitamin d | 1 0.01 99.75 abacavir sulfate | 1 0.01 99.76 diovan hct | 1 0.01 99.77 illegible | 23 0.23 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 28 Mar 2016