Frequencies for first 10,000 rows of nadac dataset : by Jean Roth , jroth@nber.org , 1 Mar 2018 Frequencies for first 10,000 rows of ndcdescription variable in nadac dataset : NDC Description | Freq. Percent Cum. ----------------------------------------+----------------------------------- AXIRON 30 MG/ACTUATION SOLN | 223 2.23 2.23 CIALIS 10 MG TABLET | 223 2.23 4.46 CIALIS 2.5 MG TABLET | 446 4.46 8.92 CIALIS 20 MG TABLET | 223 2.23 11.15 CIALIS 5 MG TABLET | 669 6.69 17.84 CYMBALTA 20 MG CAPSULE | 142 1.42 19.26 CYMBALTA 30 MG CAPSULE | 736 7.36 26.62 CYMBALTA 60 MG CAPSULE | 622 6.22 32.84 EFFIENT 10 MG TABLET | 669 6.69 39.53 EFFIENT 5 MG TABLET | 669 6.69 46.22 EVISTA 60 MG TABLET | 734 7.34 53.56 HUMALOG 100 UNITS/ML VIAL | 446 4.46 58.02 HUMALOG MIX 75-25 VIAL | 31 0.31 58.33 LIVALO 1 MG TABLET | 114 1.14 59.47 LIVALO 2 MG TABLET | 114 1.14 60.61 LIVALO 4 MG TABLET | 114 1.14 61.75 PROZAC WEEKLY 90 MG CAPSULE | 78 0.78 62.53 STRATTERA 10 MG CAPSULE | 223 2.23 64.76 STRATTERA 100 MG CAPSULE | 223 2.23 66.99 STRATTERA 18 MG CAPSULE | 223 2.23 69.22 STRATTERA 25 MG CAPSULE | 223 2.23 71.45 STRATTERA 40 MG CAPSULE | 223 2.23 73.68 STRATTERA 60 MG CAPSULE | 223 2.23 75.91 STRATTERA 80 MG CAPSULE | 223 2.23 78.14 SYMBYAX 3-25 MG CAPSULE | 29 0.29 78.43 SYMBYAX 6-25 MG CAPSULE | 56 0.56 78.99 TRULICITY 0.75 MG/0.5 ML PEN | 159 1.59 80.58 TRULICITY 1.5 MG/0.5 ML PEN | 159 1.59 82.17 ZYPREXA 10 MG TABLET | 247 2.47 84.64 ZYPREXA 15 MG TABLET | 232 2.32 86.96 ZYPREXA 2.5 MG TABLET | 137 1.37 88.33 ZYPREXA 20 MG TABLET | 241 2.41 90.74 ZYPREXA 5 MG TABLET | 181 1.81 92.55 ZYPREXA 7.5 MG TABLET | 57 0.57 93.12 ZYPREXA ZYDIS 10 MG TABLET | 234 2.34 95.46 ZYPREXA ZYDIS 15 MG TABLET | 112 1.12 96.58 ZYPREXA ZYDIS 20 MG TABLET | 122 1.22 97.80 ZYPREXA ZYDIS 5 MG TABLET | 220 2.20 100.00 ----------------------------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of ndc variable in nadac dataset : National | Drug Code | (NDC) | Freq. Percent Cum. ------------+----------------------------------- 00002143380 | 159 1.59 1.59 00002143480 | 159 1.59 3.18 00002197590 | 223 2.23 5.41 00002300475 | 78 0.78 6.19 00002322730 | 223 2.23 8.42 00002322830 | 223 2.23 10.65 00002322930 | 223 2.23 12.88 00002323030 | 29 0.29 13.17 00002323130 | 56 0.56 13.73 00002323560 | 142 1.42 15.15 00002323830 | 223 2.23 17.38 00002323930 | 223 2.23 19.61 00002324001 | 145 1.45 21.06 00002324030 | 223 2.23 23.29 00002324033 | 145 1.45 24.74 00002324090 | 223 2.23 26.97 00002325030 | 223 2.23 29.20 00002325130 | 223 2.23 31.43 00002327001 | 88 0.88 32.31 00002327004 | 223 2.23 34.54 00002327030 | 223 2.23 36.77 00002327033 | 88 0.88 37.65 00002411230 | 137 1.37 39.02 00002411530 | 181 1.81 40.83 00002411630 | 57 0.57 41.40 00002411701 | 10 0.10 41.50 00002411704 | 18 0.18 41.68 00002411730 | 209 2.09 43.77 00002411733 | 10 0.10 43.87 00002416502 | 209 2.09 45.96 00002416507 | 205 2.05 48.01 00002416530 | 214 2.14 50.15 00002418402 | 39 0.39 50.54 00002418407 | 35 0.35 50.89 00002418430 | 32 0.32 51.21 00002441501 | 14 0.14 51.35 00002441504 | 23 0.23 51.58 00002441530 | 181 1.81 53.39 00002441533 | 14 0.14 53.53 00002442001 | 14 0.14 53.67 00002442004 | 36 0.36 54.03 00002442030 | 177 1.77 55.80 00002442033 | 14 0.14 55.94 00002445301 | 110 1.10 57.04 00002445385 | 110 1.10 58.14 00002445401 | 117 1.17 59.31 00002445485 | 117 1.17 60.48 00002445501 | 56 0.56 61.04 00002445585 | 56 0.56 61.60 00002445601 | 61 0.61 62.21 00002445685 | 61 0.61 62.82 00002446230 | 223 2.23 65.05 00002446234 | 223 2.23 67.28 00002446279 | 223 2.23 69.51 00002446330 | 223 2.23 71.74 00002446430 | 223 2.23 73.97 00002446534 | 223 2.23 76.20 00002446579 | 223 2.23 78.43 00002477090 | 114 1.14 79.57 00002477190 | 114 1.14 80.71 00002477290 | 114 1.14 81.85 00002512101 | 223 2.23 84.08 00002512130 | 223 2.23 86.31 00002512152 | 223 2.23 88.54 00002512301 | 223 2.23 90.77 00002512330 | 223 2.23 93.00 00002512377 | 223 2.23 95.23 00002751001 | 223 2.23 97.46 00002751017 | 223 2.23 99.69 00002751101 | 31 0.31 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of nadac_per_unit variable in nadac dataset : National | Average | Drug | Acquisition | Cost Per | Unit | Freq. Percent Cum. ------------+----------------------------------- 3.92021 | 4 0.04 0.04 4.23055 | 42 0.42 0.46 4.27323 | 8 0.08 0.54 4.36626 | 8 0.08 0.62 4.43708 | 12 0.12 0.74 4.6498 | 23 0.23 0.97 4.83929 | 28 0.28 1.25 4.85229 | 28 0.28 1.53 4.85272 | 28 0.28 1.81 5.11045 | 9 0.09 1.90 5.1127 | 20 0.20 2.10 5.21531 | 39 0.39 2.49 5.23759 | 16 0.16 2.65 5.24604 | 24 0.24 2.89 5.26277 | 42 0.42 3.31 5.27482 | 29 0.29 3.60 5.289 | 29 0.29 3.89 5.28947 | 29 0.29 4.18 5.32254 | 24 0.24 4.42 5.61891 | 27 0.27 4.69 5.72117 | 63 0.63 5.32 5.73942 | 42 0.42 5.74 5.75874 | 32 0.32 6.06 5.77421 | 32 0.32 6.38 5.77473 | 32 0.32 6.70 5.80802 | 12 0.12 6.82 6.10714 | 25 0.25 7.07 6.10851 | 50 0.50 7.57 6.12355 | 25 0.25 7.82 6.1241 | 25 0.25 8.07 6.17518 | 40 0.40 8.47 6.25613 | 56 0.56 9.03 6.2749 | 25 0.25 9.28 6.28362 | 69 0.69 9.97 6.30366 | 46 0.46 10.43 6.31528 | 100 1.00 11.43 6.34483 | 168 1.68 13.11 6.345 | 56 0.56 13.67 6.35402 | 12 0.12 13.79 6.37231 | 118 1.18 14.97 6.37437 | 5 0.05 15.02 6.38083 | 168 1.68 16.70 6.38243 | 24 0.24 16.94 6.38844 | 132 1.32 18.26 6.59733 | 4 0.04 18.30 6.59955 | 4 0.04 18.34 6.60199 | 4 0.04 18.38 6.87855 | 60 0.60 18.98 6.89733 | 40 0.40 19.38 6.90354 | 28 0.28 19.66 6.90425 | 27 0.27 19.93 6.92627 | 18 0.18 20.11 6.97172 | 28 0.28 20.39 6.99903 | 156 1.56 21.95 6.9993 | 86 0.86 22.81 7.00203 | 70 0.70 23.51 7.02625 | 70 0.70 24.21 7.02691 | 134 1.34 25.55 7.04018 | 208 2.08 27.63 7.04719 | 94 0.94 28.57 7.05591 | 168 1.68 30.25 7.09674 | 160 1.60 31.85 7.1195 | 18 0.18 32.03 7.12655 | 116 1.16 33.19 7.15007 | 4 0.04 33.23 7.16903 | 18 0.18 33.41 7.17036 | 4 0.04 33.45 7.18918 | 8 0.08 33.53 7.1916 | 8 0.08 33.61 7.19426 | 8 0.08 33.69 7.21829 | 18 0.18 33.87 7.29359 | 12 0.12 33.99 7.34675 | 12 0.12 34.11 7.56062 | 81 0.81 34.92 7.58127 | 54 0.54 35.46 7.58727 | 6 0.06 35.52 7.61762 | 14 0.14 35.66 7.63711 | 14 0.14 35.80 7.66219 | 6 0.06 35.86 7.6765 | 4 0.04 35.90 7.70713 | 4 0.04 35.94 7.76049 | 18 0.18 36.12 7.76325 | 8 0.08 36.20 7.78059 | 16 0.16 36.36 7.79244 | 18 0.18 36.54 7.79437 | 8 0.08 36.62 7.81535 | 16 0.16 36.78 7.81648 | 8 0.08 36.86 7.81726 | 8 0.08 36.94 7.82206 | 16 0.16 37.10 7.87097 | 8 0.08 37.18 7.9479 | 24 0.24 37.42 7.96777 | 54 0.54 37.96 8.00583 | 24 0.24 38.20 8.00963 | 54 0.54 38.74 8.37 | 8 0.08 38.82 8.40339 | 8 0.08 38.90 8.42066 | 18 0.18 39.08 8.44273 | 18 0.18 39.26 8.45986 | 8 0.08 39.34 8.46571 | 16 0.16 39.50 8.47003 | 16 0.16 39.66 8.49469 | 8 0.08 39.74 8.5364 | 78 0.78 40.52 8.54788 | 34 0.34 40.86 8.55971 | 18 0.18 41.04 8.67337 | 48 0.48 41.52 8.6816 | 24 0.24 41.76 8.72721 | 24 0.24 42.00 8.73282 | 48 0.48 42.48 8.94042 | 32 0.32 42.80 8.94573 | 23 0.23 43.03 8.9857 | 23 0.23 43.26 8.99342 | 10 0.10 43.36 9.01286 | 13 0.13 43.49 9.07013 | 48 0.48 43.97 9.11995 | 15 0.15 44.12 9.13221 | 10 0.10 44.22 9.14372 | 16 0.16 44.38 9.14722 | 16 0.16 44.54 9.1765 | 8 0.08 44.62 9.20055 | 8 0.08 44.70 9.45397 | 69 0.69 45.39 9.46767 | 29 0.29 45.68 9.51877 | 69 0.69 46.37 9.73988 | 23 0.23 46.60 9.74485 | 23 0.23 46.83 9.82123 | 12 0.12 46.95 9.83163 | 9 0.09 47.04 9.85167 | 20 0.20 47.24 9.86364 | 20 0.20 47.44 9.86526 | 20 0.20 47.64 9.87555 | 9 0.09 47.73 9.9054 | 9 0.09 47.82 9.93277 | 90 0.90 48.72 9.93465 | 60 0.60 49.32 9.96372 | 18 0.18 49.50 10.03504 | 56 0.56 50.06 10.06067 | 56 0.56 50.62 10.06555 | 25 0.25 50.87 10.37592 | 60 0.60 51.47 10.38878 | 27 0.27 51.74 10.42686 | 60 0.60 52.34 10.45999 | 27 0.27 52.61 10.51482 | 23 0.23 52.84 10.51885 | 23 0.23 53.07 10.67704 | 20 0.20 53.27 10.70386 | 20 0.20 53.47 10.7052 | 9 0.09 53.56 10.71066 | 9 0.09 53.65 10.82619 | 27 0.27 53.92 10.83935 | 27 0.27 54.19 10.84113 | 27 0.27 54.46 10.91929 | 21 0.21 54.67 10.92136 | 14 0.14 54.81 11.40583 | 81 0.81 55.62 11.46183 | 81 0.81 56.43 11.46797 | 13 0.13 56.56 11.51925 | 20 0.20 56.76 11.55757 | 9 0.09 56.85 11.562 | 9 0.09 56.94 11.70353 | 3 0.03 56.97 11.7307 | 4 0.04 57.01 11.7361 | 27 0.27 57.28 11.76557 | 27 0.27 57.55 11.80631 | 44 0.44 57.99 11.86081 | 34 0.34 58.33 11.8679 | 56 0.56 58.89 11.89723 | 26 0.26 59.15 11.9014 | 47 0.47 59.62 11.91169 | 26 0.26 59.88 11.91364 | 26 0.26 60.14 12.49425 | 75 0.75 60.89 12.53193 | 3 0.03 60.92 12.59346 | 78 0.78 61.70 12.60948 | 24 0.24 61.94 12.61425 | 24 0.24 62.18 12.64048 | 35 0.35 62.53 12.64258 | 35 0.35 62.88 12.65413 | 24 0.24 63.12 12.65482 | 27 0.27 63.39 12.6779 | 35 0.35 63.74 12.68713 | 114 1.14 64.88 12.71742 | 5 0.05 64.93 12.73288 | 5 0.05 64.98 12.73497 | 5 0.05 65.03 12.80075 | 106 1.06 66.09 12.85726 | 27 0.27 66.36 12.90102 | 26 0.26 66.62 12.93342 | 26 0.26 66.88 13.03234 | 56 0.56 67.44 13.33536 | 21 0.21 67.65 13.35785 | 63 0.63 68.28 13.37161 | 27 0.27 68.55 13.46392 | 15 0.15 68.70 13.6785 | 24 0.24 68.94 13.70094 | 24 0.24 69.18 13.74464 | 35 0.35 69.53 13.75185 | 35 0.35 69.88 13.78681 | 5 0.05 69.93 13.82143 | 5 0.05 69.98 13.90588 | 26 0.26 70.24 13.978 | 17 0.17 70.41 14.12833 | 9 0.09 70.50 14.377 | 57 0.57 71.07 14.58864 | 3 0.03 71.10 14.64201 | 78 0.78 71.88 14.65743 | 18 0.18 72.06 14.67846 | 33 0.33 72.39 14.68215 | 18 0.18 72.57 14.71083 | 111 1.11 73.68 14.74553 | 24 0.24 73.92 14.78389 | 24 0.24 74.16 14.81128 | 35 0.35 74.51 14.84907 | 3 0.03 74.54 14.86816 | 5 0.05 74.59 14.87884 | 35 0.35 74.94 14.94528 | 5 0.05 74.99 14.99265 | 3 0.03 75.02 16.00082 | 25 0.25 75.27 16.21699 | 16 0.16 75.43 16.44394 | 9 0.09 75.52 16.71545 | 9 0.09 75.61 16.87131 | 16 0.16 75.77 17.58475 | 25 0.25 76.02 17.72167 | 56 0.56 76.58 17.7334 | 18 0.18 76.76 17.79521 | 44 0.44 77.20 17.8041 | 63 0.63 77.83 17.82231 | 25 0.25 78.08 17.88058 | 56 0.56 78.64 18.5463 | 3 0.03 78.67 18.61545 | 112 1.12 79.79 18.65094 | 10 0.10 79.89 18.79293 | 112 1.12 81.01 19.33074 | 27 0.27 81.28 19.49326 | 10 0.10 81.38 19.59189 | 27 0.27 81.65 21.24854 | 26 0.26 81.91 21.5356 | 26 0.26 82.17 22.61292 | 28 0.28 82.45 22.83056 | 5 0.05 82.50 22.9184 | 33 0.33 82.83 24.50215 | 11 0.11 82.94 24.54536 | 41 0.41 83.35 24.6398 | 30 0.30 83.65 26.3385 | 35 0.35 84.00 26.39401 | 2 0.02 84.02 26.41576 | 6 0.06 84.08 26.46235 | 43 0.43 84.51 26.59587 | 44 0.44 84.95 26.65686 | 43 0.43 85.38 26.76 | 56 0.56 85.94 26.89607 | 89 0.89 86.83 27.61445 | 112 1.12 87.95 28.28547 | 4 0.04 87.99 28.33609 | 4 0.04 88.03 30.5662 | 21 0.21 88.24 30.68126 | 21 0.21 88.45 30.82777 | 8 0.08 88.53 30.88294 | 8 0.08 88.61 33.31869 | 21 0.21 88.82 33.44411 | 21 0.21 89.03 35.13917 | 21 0.21 89.24 35.40114 | 56 0.56 89.80 35.43733 | 40 0.40 90.20 35.48458 | 57 0.57 90.77 35.5109 | 67 0.67 91.44 36.06227 | 78 0.78 92.22 36.23967 | 10 0.10 92.32 36.54327 | 112 1.12 93.44 36.65056 | 10 0.10 93.54 36.76743 | 13 0.13 93.67 36.78852 | 23 0.23 93.90 40.09875 | 20 0.20 94.10 40.13029 | 20 0.20 94.30 40.40042 | 9 0.09 94.39 40.42359 | 9 0.09 94.48 44.07013 | 27 0.27 94.75 44.10479 | 27 0.27 95.02 49.75298 | 26 0.26 95.28 49.79211 | 26 0.26 95.54 53.13539 | 16 0.16 95.70 53.1839 | 16 0.16 95.86 53.18593 | 5 0.05 95.91 53.22776 | 5 0.05 95.96 58.27389 | 30 0.30 96.26 58.33192 | 30 0.30 96.56 58.39048 | 6 0.06 96.62 58.44378 | 6 0.06 96.68 64.04592 | 7 0.07 96.75 64.1097 | 7 0.07 96.82 234.5733 | 16 0.16 96.98 235.463 | 16 0.16 97.14 255.4597 | 30 0.30 97.44 256.4286 | 30 0.30 97.74 276.1162 | 36 0.36 98.10 277.1635 | 36 0.36 98.46 300.7099 | 5 0.05 98.51 301.8504 | 5 0.05 98.56 302.3473 | 29 0.29 98.85 303.3766 | 29 0.29 99.14 324.3329 | 37 0.37 99.51 324.8012 | 37 0.37 99.88 326.4958 | 6 0.06 99.94 327.6073 | 6 0.06 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of effective_date variable in nadac dataset : Effective | Date of the | NADAC Per | Unit Cost | Freq. Percent Cum. ------------+----------------------------------- 21mar2013 | 21 0.21 0.21 23may2013 | 54 0.54 0.75 28jun2013 | 25 0.25 1.00 02jul2013 | 28 0.28 1.28 18jul2013 | 205 2.05 3.33 26jul2013 | 3 0.03 3.36 22aug2013 | 116 1.16 4.52 19sep2013 | 133 1.33 5.85 21nov2013 | 252 2.52 8.37 12dec2013 | 43 0.43 8.80 18dec2013 | 316 3.16 11.96 22jan2014 | 168 1.68 13.64 19feb2014 | 599 5.99 19.63 19mar2014 | 10 0.10 19.73 23apr2014 | 224 2.24 21.97 21may2014 | 259 2.59 24.56 02jun2014 | 87 0.87 25.43 05jun2014 | 53 0.53 25.96 18jun2014 | 208 2.08 28.04 19jun2014 | 104 1.04 29.08 02jul2014 | 147 1.47 30.55 23jul2014 | 47 0.47 31.02 20aug2014 | 251 2.51 33.53 17sep2014 | 156 1.56 35.09 25nov2014 | 54 0.54 35.63 04dec2014 | 457 4.57 40.20 22dec2014 | 96 0.96 41.16 18feb2015 | 58 0.58 41.74 22apr2015 | 12 0.12 41.86 14may2015 | 189 1.89 43.75 20may2015 | 189 1.89 45.64 29may2015 | 112 1.12 46.76 17jun2015 | 532 5.32 52.08 22jul2015 | 413 4.13 56.21 03aug2015 | 75 0.75 56.96 19aug2015 | 5 0.05 57.01 23sep2015 | 112 1.12 58.13 21oct2015 | 4 0.04 58.17 18nov2015 | 3 0.03 58.20 01dec2015 | 628 6.28 64.48 23dec2015 | 72 0.72 65.20 23mar2016 | 444 4.44 69.64 20apr2016 | 168 1.68 71.32 18may2016 | 57 0.57 71.89 03jun2016 | 286 2.86 74.75 07jun2016 | 148 1.48 76.23 22jun2016 | 192 1.92 78.15 13jul2016 | 71 0.71 78.86 17aug2016 | 51 0.51 79.37 18aug2016 | 10 0.10 79.47 19oct2016 | 58 0.58 80.05 02dec2016 | 70 0.70 80.75 06dec2016 | 78 0.78 81.53 18jan2017 | 524 5.24 86.77 22feb2017 | 11 0.11 86.88 22mar2017 | 71 0.71 87.59 19apr2017 | 66 0.66 88.25 02may2017 | 133 1.33 89.58 07jun2017 | 15 0.15 89.73 21jun2017 | 504 5.04 94.77 05jul2017 | 11 0.11 94.88 26jul2017 | 8 0.08 94.96 23aug2017 | 18 0.18 95.14 20sep2017 | 342 3.42 98.56 15dec2017 | 22 0.22 98.78 20dec2017 | 33 0.33 99.11 04jan2018 | 49 0.49 99.60 17jan2018 | 28 0.28 99.88 24jan2018 | 10 0.10 99.98 21feb2018 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of pricing_unit variable in nadac dataset : Indicates | the pricing | unit for | the | associated | NDC ('ML', | 'GM' or | 'EA') | Freq. Percent Cum. ------------+----------------------------------- EA | 8,982 89.82 89.82 ML | 1,018 10.18 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of pharmacy_type_indicator variable in nadac Source of | pharmacy | survey data | used to | calculate | the NADAC | Freq. Percent Cum. ------------+----------------------------------- C/I | 10,000 100.00 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of otc variable in nadac dataset : Over-the-co | unter (OTC) | Product | ('Y' or | 'N') | Freq. Percent Cum. ------------+----------------------------------- N | 10,000 100.00 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of explanation_code variable in nadac dataset Codes that | pertain to | how the | NADAC was | calculated | Freq. Percent Cum. ------------+----------------------------------- 1 | 780 7.80 7.80 1, 5 | 60 0.60 8.40 2 | 6,327 63.27 71.67 2, 5 | 770 7.70 79.37 3 | 515 5.15 84.52 3, 5 | 66 0.66 85.18 4 | 1,360 13.60 98.78 4, 5 | 122 1.22 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of classification_for_rate_setting variable i Classificat | ion for | Rate | Setting | Freq. Percent Cum. ------------+----------------------------------- B | 10,000 100.00 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of corresponding_generic_drug_nadac variable Correspondi | ng Generic | Drug NADAC | Per Unit | Freq. Percent Cum. ------------+----------------------------------- .12177 | 5 0.05 0.05 .13055 | 4 0.04 0.09 .13063 | 4 0.04 0.13 .13137 | 4 0.04 0.17 .13379 | 5 0.05 0.22 .1359 | 4 0.04 0.26 .1368 | 5 0.05 0.31 .13884 | 4 0.04 0.35 .13928 | 4 0.04 0.39 .14018 | 5 0.05 0.44 .1403 | 4 0.04 0.48 .14095 | 4 0.04 0.52 .14115 | 4 0.04 0.56 .14137 | 5 0.05 0.61 .14144 | 5 0.05 0.66 .14241 | 4 0.04 0.70 .14256 | 4 0.04 0.74 .14266 | 4 0.04 0.78 .14442 | 4 0.04 0.82 .14489 | 3 0.03 0.85 .14581 | 4 0.04 0.89 .14608 | 5 0.05 0.94 .14632 | 4 0.04 0.98 .14646 | 9 0.09 1.07 .14662 | 4 0.04 1.11 .14697 | 4 0.04 1.15 .1471 | 4 0.04 1.19 .14738 | 8 0.08 1.27 .14756 | 5 0.05 1.32 .14828 | 4 0.04 1.36 .14831 | 5 0.05 1.41 .14847 | 4 0.04 1.45 .14879 | 4 0.04 1.49 .14897 | 4 0.04 1.53 .14969 | 4 0.04 1.57 .14972 | 5 0.05 1.62 .15117 | 4 0.04 1.66 .15125 | 4 0.04 1.70 .15126 | 4 0.04 1.74 .1514 | 5 0.05 1.79 .15197 | 4 0.04 1.83 .152 | 5 0.05 1.88 .15202 | 5 0.05 1.93 .1521 | 4 0.04 1.97 .15344 | 5 0.05 2.02 .15515 | 5 0.05 2.07 .15529 | 4 0.04 2.11 .15635 | 4 0.04 2.15 .15642 | 4 0.04 2.19 .15966 | 5 0.05 2.24 .1612 | 5 0.05 2.29 .16144 | 4 0.04 2.33 .16342 | 5 0.05 2.38 .16455 | 4 0.04 2.42 .16481 | 4 0.04 2.46 .16505 | 4 0.04 2.50 .16507 | 4 0.04 2.54 .1658 | 4 0.04 2.58 .16924 | 3 0.03 2.61 .17005 | 4 0.04 2.65 .17176 | 4 0.04 2.69 .17183 | 5 0.05 2.74 .17217 | 5 0.05 2.79 .17239 | 5 0.05 2.84 .17292 | 4 0.04 2.88 .17347 | 4 0.04 2.92 .17378 | 4 0.04 2.96 .17447 | 4 0.04 3.00 .1751 | 2 0.02 3.02 .17657 | 5 0.05 3.07 .17726 | 5 0.05 3.12 .17743 | 5 0.05 3.17 .17816 | 4 0.04 3.21 .1795 | 4 0.04 3.25 .18057 | 4 0.04 3.29 .18072 | 4 0.04 3.33 .18199 | 5 0.05 3.38 .18315 | 5 0.05 3.43 .18486 | 4 0.04 3.47 .18599 | 4 0.04 3.51 .1867 | 9 0.09 3.60 .19001 | 4 0.04 3.64 .19198 | 4 0.04 3.68 .19332 | 5 0.05 3.73 .19616 | 5 0.05 3.78 .19791 | 4 0.04 3.82 .19806 | 4 0.04 3.86 .19844 | 5 0.05 3.91 .19941 | 4 0.04 3.95 .2015 | 4 0.04 3.99 .20154 | 5 0.05 4.04 .20319 | 4 0.04 4.08 .20386 | 4 0.04 4.12 .20421 | 4 0.04 4.16 .20592 | 5 0.05 4.21 .20681 | 4 0.04 4.25 .20886 | 4 0.04 4.29 .21005 | 4 0.04 4.33 .21212 | 5 0.05 4.38 .21216 | 4 0.04 4.42 .21527 | 4 0.04 4.46 .21742 | 5 0.05 4.51 .21781 | 5 0.05 4.56 .21938 | 5 0.05 4.61 .21959 | 4 0.04 4.65 .21972 | 4 0.04 4.69 .2202 | 4 0.04 4.73 .2224 | 4 0.04 4.77 .22358 | 4 0.04 4.81 .22396 | 4 0.04 4.85 .22453 | 5 0.05 4.90 .22483 | 5 0.05 4.95 .22513 | 4 0.04 4.99 .2271 | 10 0.10 5.09 .22753 | 4 0.04 5.13 .22859 | 8 0.08 5.21 .22942 | 10 0.10 5.31 .23021 | 10 0.10 5.41 .2303 | 4 0.04 5.45 .23356 | 8 0.08 5.53 .23572 | 4 0.04 5.57 .23672 | 4 0.04 5.61 .23963 | 4 0.04 5.65 .24291 | 4 0.04 5.69 .24394 | 10 0.10 5.79 .24427 | 4 0.04 5.83 .24593 | 5 0.05 5.88 .24619 | 4 0.04 5.92 .24669 | 12 0.12 6.04 .25075 | 4 0.04 6.08 .25173 | 8 0.08 6.16 .25241 | 8 0.08 6.24 .25438 | 5 0.05 6.29 .25593 | 5 0.05 6.34 .25603 | 4 0.04 6.38 .25624 | 4 0.04 6.42 .25631 | 4 0.04 6.46 .25686 | 5 0.05 6.51 .25724 | 8 0.08 6.59 .25737 | 8 0.08 6.67 .25926 | 4 0.04 6.71 .26064 | 20 0.20 6.91 .26095 | 8 0.08 6.99 .26164 | 8 0.08 7.07 .26382 | 10 0.10 7.17 .26494 | 8 0.08 7.25 .26553 | 8 0.08 7.33 .26689 | 10 0.10 7.43 .26824 | 7 0.07 7.50 .26904 | 10 0.10 7.60 .26938 | 8 0.08 7.68 .27275 | 10 0.10 7.78 .27427 | 8 0.08 7.86 .27726 | 4 0.04 7.90 .27973 | 8 0.08 7.98 .28061 | 8 0.08 8.06 .28247 | 8 0.08 8.14 .2833 | 10 0.10 8.24 .29105 | 8 0.08 8.32 .29383 | 8 0.08 8.40 .29404 | 12 0.12 8.52 .30275 | 8 0.08 8.60 .30476 | 10 0.10 8.70 .30487 | 10 0.10 8.80 .3098 | 4 0.04 8.84 .30988 | 4 0.04 8.88 .31085 | 8 0.08 8.96 .31275 | 8 0.08 9.04 .31282 | 5 0.05 9.09 .32578 | 4 0.04 9.13 .32599 | 8 0.08 9.21 .33062 | 5 0.05 9.26 .33085 | 4 0.04 9.30 .33319 | 4 0.04 9.34 .33524 | 10 0.10 9.44 .34279 | 5 0.05 9.49 .34374 | 4 0.04 9.53 .34467 | 4 0.04 9.57 .34631 | 5 0.05 9.62 .34634 | 8 0.08 9.70 .34796 | 10 0.10 9.80 .35001 | 6 0.06 9.86 .35079 | 4 0.04 9.90 .35158 | 4 0.04 9.94 .35348 | 4 0.04 9.98 .3536 | 4 0.04 10.02 .35418 | 5 0.05 10.07 .35442 | 12 0.12 10.19 .35451 | 4 0.04 10.23 .3564 | 5 0.05 10.28 .35653 | 4 0.04 10.32 .35654 | 5 0.05 10.37 .35733 | 16 0.16 10.53 .35799 | 4 0.04 10.57 .36105 | 4 0.04 10.61 .36118 | 5 0.05 10.66 .36201 | 8 0.08 10.74 .36207 | 20 0.20 10.94 .36271 | 10 0.10 11.04 .36285 | 4 0.04 11.08 .36532 | 5 0.05 11.13 .36533 | 4 0.04 11.17 .36542 | 4 0.04 11.21 .36577 | 4 0.04 11.25 .36585 | 4 0.04 11.29 .36702 | 4 0.04 11.33 .36742 | 4 0.04 11.37 .36755 | 4 0.04 11.41 .36944 | 8 0.08 11.49 .36947 | 8 0.08 11.57 .36969 | 5 0.05 11.62 .37064 | 16 0.16 11.78 .37188 | 12 0.12 11.90 .37281 | 4 0.04 11.94 .37299 | 4 0.04 11.98 .37577 | 5 0.05 12.03 .37714 | 10 0.10 12.13 .37753 | 20 0.20 12.33 .38488 | 5 0.05 12.38 .38618 | 16 0.16 12.54 .38999 | 5 0.05 12.59 .39485 | 5 0.05 12.64 .39738 | 4 0.04 12.68 .40229 | 4 0.04 12.72 .40526 | 16 0.16 12.88 .40706 | 4 0.04 12.92 .41996 | 4 0.04 12.96 .42146 | 16 0.16 13.12 .43388 | 5 0.05 13.17 .43409 | 5 0.05 13.22 .43444 | 5 0.05 13.27 .43619 | 8 0.08 13.35 .43916 | 4 0.04 13.39 .44035 | 5 0.05 13.44 .44222 | 4 0.04 13.48 .4463 | 4 0.04 13.52 .45081 | 5 0.05 13.57 .45625 | 4 0.04 13.61 .4564 | 16 0.16 13.77 .45731 | 4 0.04 13.81 .4609 | 4 0.04 13.85 .46158 | 4 0.04 13.89 .46335 | 10 0.10 13.99 .46336 | 5 0.05 14.04 .46513 | 4 0.04 14.08 .46646 | 4 0.04 14.12 .46749 | 6 0.06 14.18 .46762 | 20 0.20 14.38 .4678 | 12 0.12 14.50 .47005 | 4 0.04 14.54 .47054 | 8 0.08 14.62 .47176 | 8 0.08 14.70 .47191 | 8 0.08 14.78 .472 | 5 0.05 14.83 .47288 | 4 0.04 14.87 .47566 | 20 0.20 15.07 .47657 | 10 0.10 15.17 .47825 | 4 0.04 15.21 .47855 | 10 0.10 15.31 .48048 | 4 0.04 15.35 .48292 | 4 0.04 15.39 .49126 | 12 0.12 15.51 .49209 | 4 0.04 15.55 .49482 | 8 0.08 15.63 .5003 | 5 0.05 15.68 .50037 | 5 0.05 15.73 .5091 | 8 0.08 15.81 .50936 | 20 0.20 16.01 .51361 | 16 0.16 16.17 .52267 | 16 0.16 16.33 .52615 | 16 0.16 16.49 .53394 | 16 0.16 16.65 .53507 | 10 0.10 16.75 .54826 | 4 0.04 16.79 .56518 | 8 0.08 16.87 .5823 | 16 0.16 17.03 .58543 | 20 0.20 17.23 .59672 | 5 0.05 17.28 .59758 | 4 0.04 17.32 .60231 | 5 0.05 17.37 .61278 | 6 0.06 17.43 .62753 | 4 0.04 17.47 .67343 | 12 0.12 17.59 .67952 | 5 0.05 17.64 .68256 | 16 0.16 17.80 .68269 | 4 0.04 17.84 .69076 | 5 0.05 17.89 .69128 | 4 0.04 17.93 .69716 | 10 0.10 18.03 .70005 | 4 0.04 18.07 .70743 | 20 0.20 18.27 .70779 | 16 0.16 18.43 .71709 | 6 0.06 18.49 .72444 | 16 0.16 18.65 .73709 | 4 0.04 18.69 .7508 | 8 0.08 18.77 .76838 | 16 0.16 18.93 .77975 | 4 0.04 18.97 .78054 | 20 0.20 19.17 .7945 | 16 0.16 19.33 .82915 | 20 0.20 19.53 .82983 | 20 0.20 19.73 .83817 | 4 0.04 19.77 .83835 | 18 0.18 19.95 .85984 | 16 0.16 20.11 .87653 | 5 0.05 20.16 .88686 | 16 0.16 20.32 .90413 | 16 0.16 20.48 .90934 | 6 0.06 20.54 .90951 | 16 0.16 20.70 .94843 | 18 0.18 20.88 .95648 | 20 0.20 21.08 .97139 | 22 0.22 21.30 .97337 | 20 0.20 21.50 1.03391 | 30 0.30 21.80 1.03402 | 4 0.04 21.84 1.04675 | 4 0.04 21.88 1.08203 | 24 0.24 22.12 1.09897 | 5 0.05 22.17 1.10789 | 4 0.04 22.21 1.10968 | 29 0.29 22.50 1.1281 | 16 0.16 22.66 1.13628 | 16 0.16 22.82 1.13717 | 8 0.08 22.90 1.13761 | 24 0.24 23.14 1.14191 | 4 0.04 23.18 1.14425 | 5 0.05 23.23 1.17941 | 8 0.08 23.31 1.18571 | 18 0.18 23.49 1.21151 | 8 0.08 23.57 1.22 | 12 0.12 23.69 1.23476 | 8 0.08 23.77 1.24468 | 17 0.17 23.94 1.25654 | 16 0.16 24.10 1.27593 | 4 0.04 24.14 1.29951 | 10 0.10 24.24 1.29977 | 10 0.10 24.34 1.30852 | 16 0.16 24.50 1.32946 | 4 0.04 24.54 1.37726 | 10 0.10 24.64 1.43134 | 12 0.12 24.76 1.45839 | 8 0.08 24.84 1.47327 | 15 0.15 24.99 1.5305 | 12 0.12 25.11 1.53135 | 8 0.08 25.19 1.55727 | 8 0.08 25.27 1.58562 | 10 0.10 25.37 1.59393 | 8 0.08 25.45 1.60635 | 8 0.08 25.53 1.64899 | 12 0.12 25.65 1.6655 | 10 0.10 25.75 1.69641 | 8 0.08 25.83 1.71618 | 10 0.10 25.93 1.73288 | 10 0.10 26.03 1.73364 | 12 0.12 26.15 1.74419 | 10 0.10 26.25 1.77591 | 8 0.08 26.33 1.78308 | 10 0.10 26.43 1.8155 | 8 0.08 26.51 1.82543 | 8 0.08 26.59 1.84895 | 8 0.08 26.67 1.8512 | 15 0.15 26.82 1.87329 | 8 0.08 26.90 1.89955 | 10 0.10 27.00 1.95316 | 12 0.12 27.12 1.96928 | 8 0.08 27.20 1.96989 | 8 0.08 27.28 1.9858 | 10 0.10 27.38 1.98699 | 10 0.10 27.48 2.00936 | 8 0.08 27.56 2.01839 | 10 0.10 27.66 2.06529 | 8 0.08 27.74 2.07154 | 20 0.20 27.94 2.10591 | 15 0.15 28.09 2.12488 | 20 0.20 28.29 2.12874 | 10 0.10 28.39 2.14779 | 15 0.15 28.54 2.15227 | 8 0.08 28.62 2.15981 | 8 0.08 28.70 2.16882 | 12 0.12 28.82 2.21597 | 8 0.08 28.90 2.21908 | 8 0.08 28.98 2.26733 | 10 0.10 29.08 2.28602 | 8 0.08 29.16 2.30502 | 5 0.05 29.21 2.33947 | 8 0.08 29.29 2.38528 | 12 0.12 29.41 2.47446 | 8 0.08 29.49 2.49225 | 8 0.08 29.57 2.52419 | 8 0.08 29.65 2.55949 | 15 0.15 29.80 2.5962 | 10 0.10 29.90 2.62313 | 10 0.10 30.00 2.63247 | 8 0.08 30.08 2.64993 | 8 0.08 30.16 2.69457 | 10 0.10 30.26 2.72461 | 8 0.08 30.34 2.72958 | 12 0.12 30.46 2.74035 | 8 0.08 30.54 2.7497 | 12 0.12 30.66 2.76877 | 15 0.15 30.81 2.77421 | 12 0.12 30.93 2.83579 | 8 0.08 31.01 2.84163 | 8 0.08 31.09 2.86368 | 3 0.03 31.12 2.8966 | 4 0.04 31.16 2.90716 | 12 0.12 31.28 2.91064 | 8 0.08 31.36 2.91394 | 1 0.01 31.37 2.92118 | 18 0.18 31.55 2.92193 | 4 0.04 31.59 2.92585 | 10 0.10 31.69 2.97439 | 12 0.12 31.81 2.99881 | 15 0.15 31.96 2.99884 | 10 0.10 32.06 3.01685 | 2 0.02 32.08 3.01789 | 4 0.04 32.12 3.0296 | 4 0.04 32.16 3.03568 | 12 0.12 32.28 3.06836 | 1 0.01 32.29 3.06898 | 15 0.15 32.44 3.07871 | 4 0.04 32.48 3.09167 | 8 0.08 32.56 3.10712 | 2 0.02 32.58 3.11271 | 4 0.04 32.62 3.11733 | 10 0.10 32.72 3.12798 | 5 0.05 32.77 3.13737 | 2 0.02 32.79 3.15561 | 4 0.04 32.83 3.17678 | 5 0.05 32.88 3.21906 | 5 0.05 32.93 3.22734 | 8 0.08 33.01 3.23045 | 4 0.04 33.05 3.23342 | 4 0.04 33.09 3.25682 | 4 0.04 33.13 3.25734 | 5 0.05 33.18 3.29733 | 10 0.10 33.28 3.31604 | 1 0.01 33.29 3.33051 | 4 0.04 33.33 3.33148 | 4 0.04 33.37 3.35072 | 12 0.12 33.49 3.35665 | 5 0.05 33.54 3.3741 | 8 0.08 33.62 3.37416 | 4 0.04 33.66 3.3884 | 6 0.06 33.72 3.39023 | 5 0.05 33.77 3.39727 | 2 0.02 33.79 3.40717 | 8 0.08 33.87 3.41289 | 2 0.02 33.89 3.44267 | 8 0.08 33.97 3.46247 | 5 0.05 34.02 3.46304 | 15 0.15 34.17 3.47951 | 5 0.05 34.22 3.49039 | 2 0.02 34.24 3.49244 | 12 0.12 34.36 3.4989 | 4 0.04 34.40 3.51185 | 4 0.04 34.44 3.52099 | 4 0.04 34.48 3.54996 | 5 0.05 34.53 3.55499 | 4 0.04 34.57 3.55813 | 4 0.04 34.61 3.59186 | 4 0.04 34.65 3.61535 | 2 0.02 34.67 3.62135 | 2 0.02 34.69 3.64918 | 5 0.05 34.74 3.65194 | 5 0.05 34.79 3.67376 | 12 0.12 34.91 3.67872 | 4 0.04 34.95 3.68769 | 8 0.08 35.03 3.77077 | 4 0.04 35.07 3.81423 | 4 0.04 35.11 3.81759 | 8 0.08 35.19 3.82045 | 12 0.12 35.31 3.86113 | 4 0.04 35.35 3.90883 | 4 0.04 35.39 3.99332 | 12 0.12 35.51 3.99393 | 4 0.04 35.55 3.99879 | 4 0.04 35.59 4.01859 | 10 0.10 35.69 4.03283 | 4 0.04 35.73 4.05063 | 15 0.15 35.88 4.05832 | 4 0.04 35.92 4.05836 | 10 0.10 36.02 4.05943 | 15 0.15 36.17 4.06026 | 4 0.04 36.21 4.06104 | 4 0.04 36.25 4.08185 | 4 0.04 36.29 4.09448 | 18 0.18 36.47 4.11372 | 8 0.08 36.55 4.18098 | 4 0.04 36.59 4.23057 | 8 0.08 36.67 4.31942 | 10 0.10 36.77 4.34859 | 4 0.04 36.81 4.41387 | 12 0.12 36.93 4.43997 | 12 0.12 37.05 4.4438 | 5 0.05 37.10 4.55274 | 15 0.15 37.25 4.59124 | 4 0.04 37.29 4.71931 | 16 0.16 37.45 4.72518 | 8 0.08 37.53 4.74957 | 12 0.12 37.65 4.75644 | 5 0.05 37.70 4.76161 | 4 0.04 37.74 4.76365 | 16 0.16 37.90 4.78302 | 5 0.05 37.95 4.82822 | 4 0.04 37.99 4.83367 | 8 0.08 38.07 4.84794 | 10 0.10 38.17 4.85519 | 8 0.08 38.25 4.86824 | 4 0.04 38.29 4.90465 | 12 0.12 38.41 4.95538 | 8 0.08 38.49 5.11421 | 4 0.04 38.53 5.14545 | 16 0.16 38.69 5.15473 | 15 0.15 38.84 5.19021 | 20 0.20 39.04 5.19723 | 20 0.20 39.24 5.25966 | 16 0.16 39.40 5.32486 | 16 0.16 39.56 5.35742 | 16 0.16 39.72 5.46293 | 16 0.16 39.88 5.46473 | 16 0.16 40.04 5.52741 | 20 0.20 40.24 5.52833 | 20 0.20 40.44 5.92112 | 16 0.16 40.60 5.9829 | 8 0.08 40.68 6.02155 | 16 0.16 40.84 7.13224 | 4 0.04 40.88 7.22793 | 8 0.08 40.96 7.44388 | 4 0.04 41.00 7.51147 | 5 0.05 41.05 7.52508 | 4 0.04 41.09 8.1415 | 4 0.04 41.13 9.41164 | 4 0.04 41.17 9.94754 | 9 0.09 41.26 10.41887 | 4 0.04 41.30 10.54933 | 4 0.04 41.34 10.60603 | 5 0.05 41.39 10.72483 | 4 0.04 41.43 10.79207 | 5 0.05 41.48 10.79521 | 4 0.04 41.52 11.00207 | 5 0.05 41.57 11.03341 | 12 0.12 41.69 11.0361 | 4 0.04 41.73 11.33509 | 4 0.04 41.77 11.37541 | 4 0.04 41.81 11.44407 | 24 0.24 42.05 11.5279 | 12 0.12 42.17 29.705 | 17 0.17 42.34 30.18809 | 5 0.05 42.39 30.28292 | 3 0.03 42.42 30.52883 | 4 0.04 42.46 30.59458 | 5 0.05 42.51 30.63446 | 5 0.05 42.56 30.81688 | 4 0.04 42.60 30.98214 | 5 0.05 42.65 31.01375 | 5 0.05 42.70 31.63375 | 4 0.04 42.74 31.72056 | 4 0.04 42.78 32.7865 | 5 0.05 42.83 32.9445 | 4 0.04 42.87 33.76125 | 4 0.04 42.91 34.9175 | 4 0.04 42.95 . | 5,705 57.05 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of asofdate variable in nadac dataset : As of Date | Freq. Percent Cum. ------------+----------------------------------- 28nov2013 | 55 0.55 0.55 05dec2013 | 55 0.55 1.10 11dec2013 | 55 0.55 1.65 18dec2013 | 59 0.59 2.24 25dec2013 | 59 0.59 2.83 01jan2014 | 59 0.59 3.42 08jan2014 | 59 0.59 4.01 15jan2014 | 59 0.59 4.60 22jan2014 | 60 0.60 5.20 29jan2014 | 60 0.60 5.80 05feb2014 | 58 0.58 6.38 12feb2014 | 58 0.58 6.96 19feb2014 | 58 0.58 7.54 26feb2014 | 58 0.58 8.12 05mar2014 | 54 0.54 8.66 12mar2014 | 54 0.54 9.20 19mar2014 | 56 0.56 9.76 26mar2014 | 56 0.56 10.32 02apr2014 | 55 0.55 10.87 09apr2014 | 55 0.55 11.42 16apr2014 | 55 0.55 11.97 23apr2014 | 56 0.56 12.53 30apr2014 | 56 0.56 13.09 07may2014 | 55 0.55 13.64 14may2014 | 55 0.55 14.19 21may2014 | 55 0.55 14.74 28may2014 | 55 0.55 15.29 04jun2014 | 55 0.55 15.84 11jun2014 | 55 0.55 16.39 18jun2014 | 54 0.54 16.93 25jun2014 | 54 0.54 17.47 02jul2014 | 53 0.53 18.00 09jul2014 | 53 0.53 18.53 16jul2014 | 53 0.53 19.06 23jul2014 | 53 0.53 19.59 30jul2014 | 53 0.53 20.12 06aug2014 | 52 0.52 20.64 13aug2014 | 52 0.52 21.16 20aug2014 | 52 0.52 21.68 27aug2014 | 52 0.52 22.20 03sep2014 | 52 0.52 22.72 10sep2014 | 52 0.52 23.24 17sep2014 | 52 0.52 23.76 24sep2014 | 52 0.52 24.28 01oct2014 | 52 0.52 24.80 08oct2014 | 52 0.52 25.32 15oct2014 | 52 0.52 25.84 22oct2014 | 52 0.52 26.36 29oct2014 | 52 0.52 26.88 05nov2014 | 52 0.52 27.40 12nov2014 | 52 0.52 27.92 19nov2014 | 52 0.52 28.44 26nov2014 | 52 0.52 28.96 03dec2014 | 52 0.52 29.48 10dec2014 | 52 0.52 30.00 17dec2014 | 52 0.52 30.52 24dec2014 | 52 0.52 31.04 31dec2014 | 52 0.52 31.56 07jan2015 | 52 0.52 32.08 14jan2015 | 52 0.52 32.60 21jan2015 | 50 0.50 33.10 28jan2015 | 50 0.50 33.60 04feb2015 | 50 0.50 34.10 11feb2015 | 50 0.50 34.60 18feb2015 | 49 0.49 35.09 25feb2015 | 49 0.49 35.58 04mar2015 | 49 0.49 36.07 11mar2015 | 49 0.49 36.56 18mar2015 | 46 0.46 37.02 25mar2015 | 46 0.46 37.48 01apr2015 | 46 0.46 37.94 08apr2015 | 46 0.46 38.40 15apr2015 | 46 0.46 38.86 22apr2015 | 49 0.49 39.35 29apr2015 | 49 0.49 39.84 06may2015 | 49 0.49 40.33 13may2015 | 49 0.49 40.82 20may2015 | 46 0.46 41.28 27may2015 | 46 0.46 41.74 03jun2015 | 46 0.46 42.20 10jun2015 | 46 0.46 42.66 17jun2015 | 46 0.46 43.12 24jun2015 | 46 0.46 43.58 01jul2015 | 46 0.46 44.04 08jul2015 | 46 0.46 44.50 15jul2015 | 46 0.46 44.96 22jul2015 | 46 0.46 45.42 29jul2015 | 46 0.46 45.88 05aug2015 | 44 0.44 46.32 12aug2015 | 44 0.44 46.76 19aug2015 | 45 0.45 47.21 26aug2015 | 45 0.45 47.66 02sep2015 | 45 0.45 48.11 09sep2015 | 45 0.45 48.56 16sep2015 | 45 0.45 49.01 23sep2015 | 46 0.46 49.47 30sep2015 | 46 0.46 49.93 07oct2015 | 46 0.46 50.39 14oct2015 | 46 0.46 50.85 21oct2015 | 46 0.46 51.31 28oct2015 | 46 0.46 51.77 04nov2015 | 46 0.46 52.23 11nov2015 | 46 0.46 52.69 18nov2015 | 46 0.46 53.15 25nov2015 | 46 0.46 53.61 02dec2015 | 46 0.46 54.07 09dec2015 | 46 0.46 54.53 16dec2015 | 46 0.46 54.99 23dec2015 | 46 0.46 55.45 30dec2015 | 46 0.46 55.91 06jan2016 | 46 0.46 56.37 13jan2016 | 46 0.46 56.83 20jan2016 | 46 0.46 57.29 27jan2016 | 46 0.46 57.75 03feb2016 | 43 0.43 58.18 10feb2016 | 43 0.43 58.61 17feb2016 | 43 0.43 59.04 24feb2016 | 43 0.43 59.47 02mar2016 | 43 0.43 59.90 09mar2016 | 43 0.43 60.33 16mar2016 | 43 0.43 60.76 23mar2016 | 43 0.43 61.19 30mar2016 | 43 0.43 61.62 06apr2016 | 43 0.43 62.05 13apr2016 | 43 0.43 62.48 20apr2016 | 43 0.43 62.91 27apr2016 | 43 0.43 63.34 04may2016 | 43 0.43 63.77 11may2016 | 43 0.43 64.20 18may2016 | 44 0.44 64.64 25may2016 | 44 0.44 65.08 01jun2016 | 44 0.44 65.52 08jun2016 | 44 0.44 65.96 15jun2016 | 44 0.44 66.40 22jun2016 | 43 0.43 66.83 29jun2016 | 43 0.43 67.26 06jul2016 | 43 0.43 67.69 13jul2016 | 43 0.43 68.12 20jul2016 | 43 0.43 68.55 27jul2016 | 43 0.43 68.98 03aug2016 | 43 0.43 69.41 10aug2016 | 43 0.43 69.84 17aug2016 | 43 0.43 70.27 24aug2016 | 43 0.43 70.70 31aug2016 | 43 0.43 71.13 07sep2016 | 41 0.41 71.54 14sep2016 | 41 0.41 71.95 21sep2016 | 41 0.41 72.36 28sep2016 | 41 0.41 72.77 05oct2016 | 41 0.41 73.18 12oct2016 | 41 0.41 73.59 19oct2016 | 39 0.39 73.98 26oct2016 | 39 0.39 74.37 02nov2016 | 39 0.39 74.76 09nov2016 | 39 0.39 75.15 16nov2016 | 39 0.39 75.54 23nov2016 | 39 0.39 75.93 30nov2016 | 39 0.39 76.32 07dec2016 | 39 0.39 76.71 14dec2016 | 39 0.39 77.10 21dec2016 | 39 0.39 77.49 28dec2016 | 39 0.39 77.88 04jan2017 | 39 0.39 78.27 11jan2017 | 39 0.39 78.66 18jan2017 | 39 0.39 79.05 25jan2017 | 39 0.39 79.44 01feb2017 | 39 0.39 79.83 08feb2017 | 39 0.39 80.22 15feb2017 | 39 0.39 80.61 22feb2017 | 39 0.39 81.00 01mar2017 | 39 0.39 81.39 08mar2017 | 39 0.39 81.78 15mar2017 | 39 0.39 82.17 22mar2017 | 39 0.39 82.56 29mar2017 | 39 0.39 82.95 05apr2017 | 39 0.39 83.34 12apr2017 | 39 0.39 83.73 19apr2017 | 38 0.38 84.11 26apr2017 | 38 0.38 84.49 03may2017 | 38 0.38 84.87 10may2017 | 38 0.38 85.25 17may2017 | 35 0.35 85.60 24may2017 | 35 0.35 85.95 31may2017 | 35 0.35 86.30 07jun2017 | 36 0.36 86.66 14jun2017 | 36 0.36 87.02 21jun2017 | 35 0.35 87.37 28jun2017 | 35 0.35 87.72 05jul2017 | 36 0.36 88.08 12jul2017 | 36 0.36 88.44 19jul2017 | 34 0.34 88.78 26jul2017 | 35 0.35 89.13 02aug2017 | 35 0.35 89.48 09aug2017 | 35 0.35 89.83 16aug2017 | 35 0.35 90.18 23aug2017 | 36 0.36 90.54 30aug2017 | 36 0.36 90.90 06sep2017 | 36 0.36 91.26 13sep2017 | 36 0.36 91.62 20sep2017 | 36 0.36 91.98 27sep2017 | 36 0.36 92.34 04oct2017 | 36 0.36 92.70 11oct2017 | 36 0.36 93.06 18oct2017 | 36 0.36 93.42 25oct2017 | 36 0.36 93.78 01nov2017 | 36 0.36 94.14 08nov2017 | 36 0.36 94.50 15nov2017 | 36 0.36 94.86 22nov2017 | 36 0.36 95.22 29nov2017 | 36 0.36 95.58 06dec2017 | 35 0.35 95.93 13dec2017 | 35 0.35 96.28 20dec2017 | 35 0.35 96.63 27dec2017 | 35 0.35 96.98 03jan2018 | 34 0.34 97.32 10jan2018 | 34 0.34 97.66 17jan2018 | 34 0.34 98.00 24jan2018 | 34 0.34 98.34 31jan2018 | 34 0.34 98.68 07feb2018 | 33 0.33 99.01 14feb2018 | 33 0.33 99.34 21feb2018 | 33 0.33 99.67 28feb2018 | 33 0.33 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of year variable in nadac dataset : As of Year | Freq. Percent Cum. ------------+----------------------------------- 2013 | 283 2.83 2.83 2014 | 2,873 28.73 31.56 2015 | 2,435 24.35 55.91 2016 | 2,197 21.97 77.88 2017 | 1,910 19.10 96.98 2018 | 302 3.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of month variable in nadac dataset : As of Month | Freq. Percent Cum. ------------+----------------------------------- 1 | 1,011 10.11 10.11 2 | 890 8.90 19.01 3 | 820 8.20 27.21 4 | 839 8.39 35.60 5 | 765 7.65 43.25 6 | 762 7.62 50.87 7 | 808 8.08 58.95 8 | 778 7.78 66.73 9 | 743 7.43 74.16 10 | 748 7.48 81.64 11 | 822 8.22 89.86 12 | 1,014 10.14 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of day variable in nadac dataset : As of Day | Freq. Percent Cum. ------------+----------------------------------- 1 | 361 3.61 3.61 2 | 316 3.16 6.77 3 | 308 3.08 9.85 4 | 318 3.18 13.03 5 | 379 3.79 16.82 6 | 304 3.04 19.86 7 | 302 3.02 22.88 8 | 361 3.61 26.49 9 | 316 3.16 29.65 10 | 308 3.08 32.73 11 | 373 3.73 36.46 12 | 324 3.24 39.70 13 | 304 3.04 42.74 14 | 302 3.02 45.76 15 | 361 3.61 49.37 16 | 316 3.16 52.53 17 | 305 3.05 55.58 18 | 373 3.73 59.31 19 | 322 3.22 62.53 20 | 301 3.01 65.54 21 | 299 2.99 68.53 22 | 364 3.64 72.17 23 | 319 3.19 75.36 24 | 305 3.05 78.41 25 | 373 3.73 82.14 26 | 323 3.23 85.37 27 | 301 3.01 88.38 28 | 354 3.54 91.92 29 | 325 3.25 95.17 30 | 319 3.19 98.36 31 | 164 1.64 100.00 ------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of generic_drug_effectime variable in nadac d Corresponding Generic | Drug Effective Date | and Time | Freq. Percent Cum. -----------------------+----------------------------------- | 5,705 57.05 57.05 01/17/2018 12:00:00 AM | 102 1.02 58.07 01/18/2017 12:00:00 AM | 70 0.70 58.77 01/20/2016 12:00:00 AM | 72 0.72 59.49 01/21/2015 12:00:00 AM | 92 0.92 60.41 01/22/2014 12:00:00 AM | 72 0.72 61.13 01/24/2018 12:00:00 AM | 10 0.10 61.23 02/07/2018 12:00:00 AM | 2 0.02 61.25 02/14/2018 12:00:00 AM | 1 0.01 61.26 02/17/2016 12:00:00 AM | 90 0.90 62.16 02/18/2015 12:00:00 AM | 84 0.84 63.00 02/19/2014 12:00:00 AM | 104 1.04 64.04 02/21/2018 12:00:00 AM | 42 0.42 64.46 02/22/2017 12:00:00 AM | 69 0.69 65.15 03/18/2015 12:00:00 AM | 98 0.98 66.13 03/19/2014 12:00:00 AM | 127 1.27 67.40 03/22/2017 12:00:00 AM | 52 0.52 67.92 03/23/2016 12:00:00 AM | 72 0.72 68.64 04/19/2017 12:00:00 AM | 48 0.48 69.12 04/20/2016 12:00:00 AM | 72 0.72 69.84 04/22/2015 12:00:00 AM | 76 0.76 70.60 04/23/2014 12:00:00 AM | 102 1.02 71.62 05/17/2017 12:00:00 AM | 45 0.45 72.07 05/18/2016 12:00:00 AM | 95 0.95 73.02 05/20/2015 12:00:00 AM | 72 0.72 73.74 05/21/2014 12:00:00 AM | 100 1.00 74.74 06/07/2017 12:00:00 AM | 2 0.02 74.76 06/17/2015 12:00:00 AM | 90 0.90 75.66 06/18/2014 12:00:00 AM | 135 1.35 77.01 06/21/2017 12:00:00 AM | 40 0.40 77.41 06/22/2016 12:00:00 AM | 72 0.72 78.13 07/05/2017 12:00:00 AM | 2 0.02 78.15 07/19/2017 12:00:00 AM | 45 0.45 78.60 07/20/2016 12:00:00 AM | 72 0.72 79.32 07/22/2015 12:00:00 AM | 68 0.68 80.00 07/23/2014 12:00:00 AM | 106 1.06 81.06 07/26/2017 12:00:00 AM | 4 0.04 81.10 08/17/2016 12:00:00 AM | 86 0.86 81.96 08/19/2015 12:00:00 AM | 85 0.85 82.81 08/20/2014 12:00:00 AM | 104 1.04 83.85 08/23/2017 12:00:00 AM | 72 0.72 84.57 09/17/2014 12:00:00 AM | 130 1.30 85.87 09/20/2017 12:00:00 AM | 76 0.76 86.63 09/21/2016 12:00:00 AM | 64 0.64 87.27 09/23/2015 12:00:00 AM | 72 0.72 87.99 10/18/2017 12:00:00 AM | 95 0.95 88.94 10/19/2016 12:00:00 AM | 70 0.70 89.64 10/21/2015 12:00:00 AM | 72 0.72 90.36 10/22/2014 12:00:00 AM | 104 1.04 91.40 11/18/2015 12:00:00 AM | 90 0.90 92.30 11/19/2014 12:00:00 AM | 104 1.04 93.34 11/21/2013 12:00:00 AM | 53 0.53 93.87 11/22/2017 12:00:00 AM | 110 1.10 94.97 11/23/2016 12:00:00 AM | 56 0.56 95.53 12/17/2014 12:00:00 AM | 134 1.34 96.87 12/18/2013 12:00:00 AM | 103 1.03 97.90 12/20/2017 12:00:00 AM | 82 0.82 98.72 12/21/2016 12:00:00 AM | 56 0.56 99.28 12/23/2015 12:00:00 AM | 72 0.72 100.00 -----------------------+----------------------------------- Total | 10,000 100.00 Frequencies for first 10,000 rows of generic_drug_effec variable in nadac datas Correspondi | ng Generic | Drug | Effective | Date | Freq. Percent Cum. ------------+----------------------------------- 21nov2013 | 53 0.53 0.53 18dec2013 | 103 1.03 1.56 22jan2014 | 72 0.72 2.28 19feb2014 | 104 1.04 3.32 19mar2014 | 127 1.27 4.59 23apr2014 | 102 1.02 5.61 21may2014 | 100 1.00 6.61 18jun2014 | 135 1.35 7.96 23jul2014 | 106 1.06 9.02 20aug2014 | 104 1.04 10.06 17sep2014 | 130 1.30 11.36 22oct2014 | 104 1.04 12.40 19nov2014 | 104 1.04 13.44 17dec2014 | 134 1.34 14.78 21jan2015 | 92 0.92 15.70 18feb2015 | 84 0.84 16.54 18mar2015 | 98 0.98 17.52 22apr2015 | 76 0.76 18.28 20may2015 | 72 0.72 19.00 17jun2015 | 90 0.90 19.90 22jul2015 | 68 0.68 20.58 19aug2015 | 85 0.85 21.43 23sep2015 | 72 0.72 22.15 21oct2015 | 72 0.72 22.87 18nov2015 | 90 0.90 23.77 23dec2015 | 72 0.72 24.49 20jan2016 | 72 0.72 25.21 17feb2016 | 90 0.90 26.11 23mar2016 | 72 0.72 26.83 20apr2016 | 72 0.72 27.55 18may2016 | 95 0.95 28.50 22jun2016 | 72 0.72 29.22 20jul2016 | 72 0.72 29.94 17aug2016 | 86 0.86 30.80 21sep2016 | 64 0.64 31.44 19oct2016 | 70 0.70 32.14 23nov2016 | 56 0.56 32.70 21dec2016 | 56 0.56 33.26 18jan2017 | 70 0.70 33.96 22feb2017 | 69 0.69 34.65 22mar2017 | 52 0.52 35.17 19apr2017 | 48 0.48 35.65 17may2017 | 45 0.45 36.10 07jun2017 | 2 0.02 36.12 21jun2017 | 40 0.40 36.52 05jul2017 | 2 0.02 36.54 19jul2017 | 45 0.45 36.99 26jul2017 | 4 0.04 37.03 23aug2017 | 72 0.72 37.75 20sep2017 | 76 0.76 38.51 18oct2017 | 95 0.95 39.46 22nov2017 | 110 1.10 40.56 20dec2017 | 82 0.82 41.38 17jan2018 | 102 1.02 42.40 24jan2018 | 10 0.10 42.50 07feb2018 | 2 0.02 42.52 14feb2018 | 1 0.01 42.53 21feb2018 | 42 0.42 42.95 . | 5,705 57.05 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 1 Mar 2018