Frequencies for first 10,000 rows of issuerid variable in servarea2015 dataset : Issuer ID | Freq. Percent Cum. ------------+----------------------------------- 10064 | 1 0.01 0.01 10191 | 22 0.22 0.23 11269 | 1 0.01 0.24 11324 | 1 0.01 0.25 11474 | 2 0.02 0.27 11503 | 1 0.01 0.28 11512 | 139 1.39 1.67 12303 | 1 0.01 1.68 12350 | 1 0.01 1.69 12438 | 1 0.01 1.70 12465 | 1 0.01 1.71 12513 | 1 0.01 1.72 12530 | 1 0.01 1.73 12538 | 1 0.01 1.74 12846 | 1 0.01 1.75 13285 | 1 0.01 1.76 13576 | 1 0.01 1.77 13711 | 1 0.01 1.78 14002 | 129 1.29 3.07 14125 | 1 0.01 3.08 14609 | 1 0.01 3.09 15220 | 1 0.01 3.10 15560 | 1 0.01 3.11 15614 | 123 1.23 4.34 15720 | 1 0.01 4.35 15833 | 158 1.58 5.93 15980 | 1 0.01 5.94 15995 | 1 0.01 5.95 16049 | 35 0.35 6.30 16322 | 116 1.16 7.46 16724 | 1 0.01 7.47 16837 | 1 0.01 7.48 16842 | 33 0.33 7.81 17017 | 1 0.01 7.82 17100 | 1 0.01 7.83 17382 | 1 0.01 7.84 17454 | 7 0.07 7.91 17522 | 1 0.01 7.92 17540 | 61 0.61 8.53 17575 | 95 0.95 9.48 17595 | 1 0.01 9.49 17940 | 1 0.01 9.50 18156 | 1 0.01 9.51 18558 | 103 1.03 10.54 18575 | 1 0.01 10.55 18628 | 35 0.35 10.90 18715 | 2 0.02 10.92 18756 | 1 0.01 10.93 18802 | 1 0.01 10.94 18973 | 29 0.29 11.23 19005 | 1 0.01 11.24 19068 | 67 0.67 11.91 19312 | 1 0.01 11.92 19419 | 1 0.01 11.93 19636 | 36 0.36 12.29 20128 | 1 0.01 12.30 20129 | 188 1.88 14.18 20544 | 237 2.37 16.55 20545 | 1 0.01 16.56 20855 | 13 0.13 16.69 21029 | 1 0.01 16.70 21463 | 1 0.01 16.71 21535 | 1 0.01 16.72 21989 | 2 0.02 16.74 22012 | 1 0.01 16.75 22384 | 1 0.01 16.76 22444 | 82 0.82 17.58 22500 | 1 0.01 17.59 23307 | 2 0.02 17.61 23499 | 1 0.01 17.62 23521 | 1 0.01 17.63 23749 | 1 0.01 17.64 23891 | 196 1.96 19.60 24106 | 1 0.01 19.61 24112 | 1 0.01 19.62 24349 | 1 0.01 19.63 24601 | 1 0.01 19.64 24682 | 1 0.01 19.65 24872 | 21 0.21 19.86 25093 | 1 0.01 19.87 25440 | 1 0.01 19.88 25551 | 1 0.01 19.89 25741 | 1 0.01 19.90 26018 | 2 0.02 19.92 26065 | 2 0.02 19.94 26250 | 56 0.56 20.50 26539 | 108 1.08 21.58 26904 | 2 0.02 21.60 27248 | 9 0.09 21.69 27357 | 4 0.04 21.73 27619 | 2 0.02 21.75 27651 | 10 0.10 21.85 27882 | 1 0.01 21.86 28020 | 278 2.78 24.64 28167 | 1 0.01 24.65 28214 | 1 0.01 24.66 28348 | 2 0.02 24.68 28398 | 1 0.01 24.69 28419 | 1 0.01 24.70 28448 | 1 0.01 24.71 28725 | 1 0.01 24.72 28732 | 1 0.01 24.73 28856 | 1 0.01 24.74 28899 | 1 0.01 24.75 29176 | 77 0.77 25.52 29416 | 114 1.14 26.66 29497 | 1 0.01 26.67 29817 | 1 0.01 26.68 30045 | 1 0.01 26.69 30115 | 1 0.01 26.70 30219 | 27 0.27 26.97 30252 | 45 0.45 27.42 30613 | 8 0.08 27.50 30680 | 1 0.01 27.51 30751 | 1 0.01 27.52 30884 | 1 0.01 27.53 31125 | 1 0.01 27.54 31248 | 1 0.01 27.55 31274 | 1 0.01 27.56 31291 | 1 0.01 27.57 31609 | 10 0.10 27.67 31957 | 1 0.01 27.68 32120 | 1 0.01 27.69 32561 | 48 0.48 28.17 32673 | 26 0.26 28.43 32753 | 340 3.40 31.83 32754 | 7 0.07 31.90 32899 | 1 0.01 31.91 32904 | 6 0.06 31.97 33001 | 1 0.01 31.98 33348 | 1 0.01 31.99 33380 | 17 0.17 32.16 33602 | 257 2.57 34.73 33709 | 115 1.15 35.88 33851 | 1 0.01 35.89 33871 | 5 0.05 35.94 33906 | 67 0.67 36.61 34210 | 1 0.01 36.62 34537 | 1 0.01 36.63 34762 | 33 0.33 36.96 34996 | 6 0.06 37.02 35065 | 28 0.28 37.30 35334 | 4 0.04 37.34 35670 | 27 0.27 37.61 35783 | 13 0.13 37.74 35853 | 1 0.01 37.75 36096 | 67 0.67 38.42 36256 | 1 0.01 38.43 36373 | 1 0.01 38.44 36845 | 1 0.01 38.45 37001 | 1 0.01 38.46 37160 | 1 0.01 38.47 37378 | 1 0.01 38.48 37576 | 1 0.01 38.49 37833 | 21 0.21 38.70 37903 | 75 0.75 39.45 38086 | 1 0.01 39.46 38152 | 1 0.01 39.47 38166 | 46 0.46 39.93 38344 | 4 0.04 39.97 38345 | 49 0.49 40.46 38499 | 52 0.52 40.98 38536 | 1 0.01 40.99 38897 | 1 0.01 41.00 39096 | 1 0.01 41.01 39364 | 49 0.49 41.50 39371 | 4 0.04 41.54 39924 | 56 0.56 42.10 39951 | 1 0.01 42.11 39996 | 46 0.46 42.57 40254 | 69 0.69 43.26 40308 | 14 0.14 43.40 40411 | 1 0.01 43.41 40435 | 1 0.01 43.42 40479 | 1 0.01 43.43 40540 | 1 0.01 43.44 40653 | 1 0.01 43.45 40704 | 1 0.01 43.46 40788 | 57 0.57 44.03 40807 | 1 0.01 44.04 41436 | 1 0.01 44.05 41482 | 1 0.01 44.06 41614 | 31 0.31 44.37 41726 | 1 0.01 44.38 41895 | 136 1.36 45.74 42544 | 1 0.01 45.75 43274 | 2 0.02 45.77 43802 | 156 1.56 47.33 44240 | 96 0.96 48.29 44450 | 1 0.01 48.30 44527 | 200 2.00 50.30 44580 | 4 0.04 50.34 44811 | 13 0.13 50.47 44965 | 3 0.03 50.50 45127 | 42 0.42 50.92 45445 | 1 0.01 50.93 45495 | 23 0.23 51.16 45689 | 1 0.01 51.17 45786 | 9 0.09 51.26 45858 | 1 0.01 51.27 46211 | 1 0.01 51.28 46224 | 3 0.03 51.31 46300 | 1 0.01 51.32 46441 | 1 0.01 51.33 46518 | 36 0.36 51.69 46552 | 1 0.01 51.70 46944 | 2 0.02 51.72 46998 | 1 0.01 51.73 47342 | 17 0.17 51.90 47665 | 1 0.01 51.91 47731 | 1 0.01 51.92 47783 | 149 1.49 53.41 47904 | 1 0.01 53.42 47973 | 1 0.01 53.43 48121 | 24 0.24 53.67 48129 | 1 0.01 53.68 48132 | 1 0.01 53.69 48168 | 1 0.01 53.70 48364 | 25 0.25 53.95 48396 | 16 0.16 54.11 48608 | 1 0.01 54.12 48616 | 1 0.01 54.13 48664 | 2 0.02 54.15 48786 | 104 1.04 55.19 48834 | 1 0.01 55.20 48887 | 1 0.01 55.21 48963 | 93 0.93 56.14 49046 | 161 1.61 57.75 49193 | 1 0.01 57.76 49275 | 1 0.01 57.77 49374 | 1 0.01 57.78 49532 | 1 0.01 57.79 50184 | 1 0.01 57.80 50221 | 9 0.09 57.89 50491 | 14 0.14 58.03 50662 | 1 0.01 58.04 50730 | 37 0.37 58.41 50816 | 78 0.78 59.19 50988 | 1 0.01 59.20 51152 | 1 0.01 59.21 51303 | 1 0.01 59.22 51398 | 1 0.01 59.23 51485 | 1 0.01 59.24 51791 | 1 0.01 59.25 52147 | 1 0.01 59.26 52391 | 1 0.01 59.27 52697 | 30 0.30 59.57 53108 | 1 0.01 59.58 53189 | 3 0.03 59.61 53204 | 1 0.01 59.62 53210 | 1 0.01 59.63 53554 | 1 0.01 59.64 53741 | 1 0.01 59.65 53789 | 63 0.63 60.28 53877 | 1 0.01 60.29 53901 | 3 0.03 60.32 54172 | 3 0.03 60.35 54192 | 23 0.23 60.58 54332 | 77 0.77 61.35 54362 | 1 0.01 61.36 54763 | 1 0.01 61.37 54993 | 1 0.01 61.38 55044 | 1 0.01 61.39 55409 | 38 0.38 61.77 55440 | 36 0.36 62.13 55612 | 1 0.01 62.14 55957 | 26 0.26 62.40 56340 | 1 0.01 62.41 56346 | 64 0.64 63.05 56503 | 4 0.04 63.09 56571 | 1 0.01 63.10 56603 | 1 0.01 63.11 56891 | 1 0.01 63.12 56964 | 1 0.01 63.13 57369 | 1 0.01 63.14 57390 | 1 0.01 63.15 57451 | 13 0.13 63.28 57637 | 13 0.13 63.41 57646 | 1 0.01 63.42 57845 | 9 0.09 63.51 57874 | 1 0.01 63.52 58288 | 16 0.16 63.68 58292 | 1 0.01 63.69 58302 | 1 0.01 63.70 58326 | 4 0.04 63.74 58564 | 14 0.14 63.88 58609 | 1 0.01 63.89 58670 | 1 0.01 63.90 59246 | 1 0.01 63.91 59560 | 86 0.86 64.77 59667 | 1 0.01 64.78 59748 | 1 0.01 64.79 59928 | 1 0.01 64.80 59933 | 1 0.01 64.81 59976 | 1 0.01 64.82 60156 | 1 0.01 64.83 60283 | 1 0.01 64.84 60299 | 95 0.95 65.79 60328 | 1 0.01 65.80 60359 | 1 0.01 65.81 60600 | 2 0.02 65.83 60761 | 8 0.08 65.91 61284 | 2 0.02 65.93 61298 | 1 0.01 65.94 61315 | 1 0.01 65.95 61390 | 1 0.01 65.96 61775 | 1 0.01 65.97 61858 | 1 0.01 65.98 62011 | 1 0.01 65.99 62033 | 71 0.71 66.70 62141 | 1 0.01 66.71 62560 | 39 0.39 67.10 62662 | 67 0.67 67.77 63141 | 10 0.10 67.87 63366 | 2 0.02 67.89 63411 | 1 0.01 67.90 63509 | 6 0.06 67.96 63940 | 147 1.47 69.43 64844 | 12 0.12 69.55 65122 | 2 0.02 69.57 65168 | 1 0.01 69.58 65441 | 1 0.01 69.59 65476 | 1 0.01 69.60 66105 | 1 0.01 69.61 66115 | 1 0.01 69.62 66915 | 1 0.01 69.63 67190 | 3 0.03 69.66 67202 | 1 0.01 69.67 67243 | 64 0.64 70.31 67275 | 1 0.01 70.32 67430 | 29 0.29 70.61 67499 | 1 0.01 70.62 67635 | 1 0.01 70.63 67775 | 4 0.04 70.67 67807 | 2 0.02 70.69 67920 | 45 0.45 71.14 68245 | 1 0.01 71.15 68259 | 1 0.01 71.16 68265 | 53 0.53 71.69 68396 | 1 0.01 71.70 68398 | 132 1.32 73.02 68687 | 1 0.01 73.03 68707 | 1 0.01 73.04 68711 | 35 0.35 73.39 68806 | 1 0.01 73.40 69051 | 1 0.01 73.41 69380 | 1 0.01 73.42 69572 | 1 0.01 73.43 69589 | 62 0.62 74.05 69677 | 1 0.01 74.06 69758 | 1 0.01 74.07 69883 | 1 0.01 74.08 70194 | 150 1.50 75.58 70239 | 8 0.08 75.66 70406 | 61 0.61 76.27 70525 | 75 0.75 77.02 70533 | 57 0.57 77.59 71051 | 2 0.02 77.61 71499 | 1 0.01 77.62 71675 | 1 0.01 77.63 71691 | 1 0.01 77.64 71781 | 1 0.01 77.65 71837 | 8 0.08 77.73 71860 | 1 0.01 77.74 71933 | 1 0.01 77.75 72074 | 1 0.01 77.76 72166 | 1 0.01 77.77 72254 | 1 0.01 77.78 72299 | 61 0.61 78.39 72408 | 1 0.01 78.40 72623 | 1 0.01 78.41 72667 | 1 0.01 78.42 72839 | 1 0.01 78.43 73043 | 1 0.01 78.44 73231 | 1 0.01 78.45 73751 | 52 0.52 78.97 73836 | 1 0.01 78.98 74483 | 11 0.11 79.09 74819 | 1 0.01 79.10 74980 | 18 0.18 79.28 75196 | 1 0.01 79.29 75293 | 7 0.07 79.36 75321 | 1 0.01 79.37 75329 | 1 0.01 79.38 75409 | 1 0.01 79.39 75605 | 1 0.01 79.40 75729 | 41 0.41 79.81 75832 | 1 0.01 79.82 76168 | 3 0.03 79.85 76197 | 1 0.01 79.86 76852 | 1 0.01 79.87 76994 | 1 0.01 79.88 77150 | 2 0.02 79.90 77233 | 1 0.01 79.91 77305 | 1 0.01 79.92 77352 | 1 0.01 79.93 77432 | 1 0.01 79.94 77525 | 1 0.01 79.95 77606 | 21 0.21 80.16 77760 | 1 0.01 80.17 77847 | 1 0.01 80.18 78196 | 1 0.01 80.19 78461 | 1 0.01 80.20 78859 | 1 0.01 80.21 79370 | 1 0.01 80.22 79422 | 21 0.21 80.43 79475 | 74 0.74 81.17 79500 | 1 0.01 81.18 79503 | 1 0.01 81.19 79570 | 1 0.01 81.20 79597 | 1 0.01 81.21 79763 | 2 0.02 81.23 79913 | 1 0.01 81.24 80132 | 1 0.01 81.25 80863 | 15 0.15 81.40 81313 | 1 0.01 81.41 81335 | 1 0.01 81.42 81457 | 24 0.24 81.66 81761 | 1 0.01 81.67 82110 | 2 0.02 81.69 82120 | 126 1.26 82.95 82285 | 1 0.01 82.96 82612 | 1 0.01 82.97 82905 | 1 0.01 82.98 83130 | 1 0.01 82.99 83495 | 1 0.01 83.00 83502 | 1 0.01 83.01 83557 | 1 0.01 83.02 83761 | 32 0.32 83.34 83876 | 1 0.01 83.35 83964 | 1 0.01 83.36 84141 | 1 0.01 83.37 84251 | 1 0.01 83.38 84254 | 1 0.01 83.39 84394 | 1 0.01 83.40 84496 | 61 0.61 84.01 84589 | 1 0.01 84.02 84670 | 30 0.30 84.32 84859 | 1 0.01 84.33 84939 | 1 0.01 84.34 84966 | 1 0.01 84.35 85005 | 1 0.01 84.36 85019 | 36 0.36 84.72 85408 | 49 0.49 85.21 85543 | 1 0.01 85.22 85930 | 10 0.10 85.32 85947 | 23 0.23 85.55 86010 | 1 0.01 85.56 86182 | 1 0.01 85.57 86382 | 3 0.03 85.60 86572 | 1 0.01 85.61 86637 | 1 0.01 85.62 86779 | 1 0.01 85.63 86830 | 2 0.02 85.65 86868 | 1 0.01 85.66 86889 | 1 0.01 85.67 87226 | 20 0.20 85.87 87390 | 39 0.39 86.26 87416 | 19 0.19 86.45 87417 | 1 0.01 86.46 87571 | 116 1.16 87.62 87698 | 9 0.09 87.71 88250 | 1 0.01 87.72 88380 | 130 1.30 89.02 88925 | 10 0.10 89.12 89281 | 1 0.01 89.13 89364 | 6 0.06 89.19 89617 | 1 0.01 89.20 89942 | 60 0.60 89.80 89953 | 74 0.74 90.54 90028 | 1 0.01 90.55 90106 | 1 0.01 90.56 90264 | 1 0.01 90.57 90303 | 1 0.01 90.58 90402 | 83 0.83 91.41 90453 | 1 0.01 91.42 90613 | 1 0.01 91.43 90776 | 1 0.01 91.44 90955 | 1 0.01 91.45 91058 | 11 0.11 91.56 91303 | 60 0.60 92.16 91450 | 9 0.09 92.25 91604 | 1 0.01 92.26 91661 | 2 0.02 92.28 91716 | 124 1.24 93.52 91762 | 27 0.27 93.79 91842 | 92 0.92 94.71 91848 | 1 0.01 94.72 91920 | 1 0.01 94.73 92045 | 1 0.01 94.74 92388 | 1 0.01 94.75 92498 | 37 0.37 95.12 93091 | 1 0.01 95.13 93332 | 97 0.97 96.10 93627 | 1 0.01 96.11 94118 | 61 0.61 96.72 94237 | 49 0.49 97.21 94322 | 1 0.01 97.22 94365 | 1 0.01 97.23 94482 | 96 0.96 98.19 94529 | 27 0.27 98.46 94996 | 1 0.01 98.47 95819 | 1 0.01 98.48 96211 | 1 0.01 98.49 96723 | 1 0.01 98.50 96751 | 1 0.01 98.51 97057 | 1 0.01 98.52 97176 | 3 0.03 98.55 97325 | 1 0.01 98.56 97560 | 77 0.77 99.33 97677 | 1 0.01 99.34 97725 | 2 0.02 99.36 97937 | 1 0.01 99.37 97957 | 1 0.01 99.38 97975 | 1 0.01 99.39 98060 | 1 0.01 99.40 98239 | 1 0.01 99.41 98534 | 1 0.01 99.42 98899 | 1 0.01 99.43 98905 | 25 0.25 99.68 98971 | 1 0.01 99.69 99180 | 1 0.01 99.70 99248 | 26 0.26 99.96 99389 | 2 0.02 99.98 99708 | 1 0.01 99.99 99787 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 9 Dec 2017