Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,471 54.71 54.71 3 | 4 0.04 54.75 7 | 2 0.02 54.77 10 | 53 0.53 55.30 12 | 3 0.03 55.33 15 | 4 0.04 55.37 20 | 2 0.02 55.39 30 | 8 0.08 55.47 40 | 1 0.01 55.48 46 | 3 0.03 55.51 47 | 5 0.05 55.56 49 | 3 0.03 55.59 50 | 1 0.01 55.60 59 | 7 0.07 55.67 60 | 2 0.02 55.69 64 | 1 0.01 55.70 65 | 2 0.02 55.72 66 | 1 0.01 55.73 70 | 7 0.07 55.80 75 | 2 0.02 55.82 79 | 1 0.01 55.83 80 | 64 0.64 56.47 83 | 2 0.02 56.49 89 | 1 0.01 56.50 90 | 9 0.09 56.59 92 | 1 0.01 56.60 96 | 1 0.01 56.61 98 | 3 0.03 56.64 100 | 4 0.04 56.68 101 | 2 0.02 56.70 104 | 2 0.02 56.72 106 | 1 0.01 56.73 108 | 1 0.01 56.74 110 | 30 0.30 57.04 120 | 8 0.08 57.12 123 | 1 0.01 57.13 130 | 18 0.18 57.31 135 | 2 0.02 57.33 140 | 1 0.01 57.34 150 | 5 0.05 57.39 151 | 2 0.02 57.41 155 | 2 0.02 57.43 156 | 2 0.02 57.45 158 | 3 0.03 57.48 160 | 5 0.05 57.53 170 | 24 0.24 57.77 180 | 1 0.01 57.78 182 | 1 0.01 57.79 185 | 3 0.03 57.82 190 | 5 0.05 57.87 200 | 20 0.20 58.07 205 | 2 0.02 58.09 210 | 3 0.03 58.12 212 | 1 0.01 58.13 214 | 3 0.03 58.16 215 | 1 0.01 58.17 217 | 2 0.02 58.19 219 | 1 0.01 58.20 220 | 8 0.08 58.28 222 | 1 0.01 58.29 223 | 1 0.01 58.30 225 | 4 0.04 58.34 228 | 2 0.02 58.36 229 | 5 0.05 58.41 230 | 6 0.06 58.47 232 | 1 0.01 58.48 235 | 8 0.08 58.56 237 | 3 0.03 58.59 240 | 21 0.21 58.80 241 | 1 0.01 58.81 245 | 7 0.07 58.88 250 | 12 0.12 59.00 253 | 2 0.02 59.02 255 | 2 0.02 59.04 256 | 6 0.06 59.10 258 | 2 0.02 59.12 260 | 19 0.19 59.31 263 | 2 0.02 59.33 265 | 6 0.06 59.39 267 | 2 0.02 59.41 268 | 3 0.03 59.44 273 | 2 0.02 59.46 280 | 29 0.29 59.75 286 | 1 0.01 59.76 290 | 37 0.37 60.13 293 | 2 0.02 60.15 295 | 2 0.02 60.17 300 | 9 0.09 60.26 305 | 9 0.09 60.35 306 | 3 0.03 60.38 310 | 3 0.03 60.41 312 | 2 0.02 60.43 315 | 1 0.01 60.44 320 | 4 0.04 60.48 326 | 1 0.01 60.49 330 | 21 0.21 60.70 332 | 2 0.02 60.72 336 | 1 0.01 60.73 338 | 1 0.01 60.74 339 | 6 0.06 60.80 340 | 7 0.07 60.87 345 | 1 0.01 60.88 349 | 1 0.01 60.89 350 | 33 0.33 61.22 355 | 1 0.01 61.23 360 | 4 0.04 61.27 365 | 6 0.06 61.33 367 | 1 0.01 61.34 368 | 5 0.05 61.39 369 | 1 0.01 61.40 370 | 140 1.40 62.80 375 | 2 0.02 62.82 376 | 6 0.06 62.88 380 | 4 0.04 62.92 385 | 3 0.03 62.95 386 | 6 0.06 63.01 388 | 2 0.02 63.03 390 | 1 0.01 63.04 394 | 1 0.01 63.05 401 | 1 0.01 63.06 402 | 1 0.01 63.07 405 | 2 0.02 63.09 410 | 7 0.07 63.16 420 | 20 0.20 63.36 425 | 1 0.01 63.37 428 | 3 0.03 63.40 430 | 43 0.43 63.83 431 | 2 0.02 63.85 434 | 1 0.01 63.86 435 | 1 0.01 63.87 440 | 2 0.02 63.89 450 | 14 0.14 64.03 453 | 1 0.01 64.04 457 | 4 0.04 64.08 458 | 1 0.01 64.09 460 | 7 0.07 64.16 463 | 3 0.03 64.19 470 | 12 0.12 64.31 475 | 2 0.02 64.33 480 | 9 0.09 64.42 486 | 1 0.01 64.43 490 | 30 0.30 64.73 491 | 1 0.01 64.74 492 | 2 0.02 64.76 502 | 4 0.04 64.80 505 | 1 0.01 64.81 510 | 10 0.10 64.91 520 | 8 0.08 64.99 522 | 1 0.01 65.00 526 | 1 0.01 65.01 528 | 2 0.02 65.03 530 | 49 0.49 65.52 535 | 1 0.01 65.53 536 | 3 0.03 65.56 537 | 2 0.02 65.58 538 | 2 0.02 65.60 539 | 3 0.03 65.63 541 | 1 0.01 65.64 550 | 4 0.04 65.68 555 | 4 0.04 65.72 560 | 9 0.09 65.81 570 | 12 0.12 65.93 572 | 1 0.01 65.94 573 | 1 0.01 65.95 580 | 3 0.03 65.98 584 | 1 0.01 65.99 590 | 2 0.02 66.01 600 | 51 0.51 66.52 602 | 13 0.13 66.65 605 | 1 0.01 66.66 610 | 3 0.03 66.69 612 | 3 0.03 66.72 620 | 8 0.08 66.80 629 | 1 0.01 66.81 630 | 6 0.06 66.87 633 | 2 0.02 66.89 634 | 2 0.02 66.91 639 | 5 0.05 66.96 640 | 4 0.04 67.00 650 | 6 0.06 67.06 655 | 1 0.01 67.07 660 | 6 0.06 67.13 663 | 4 0.04 67.17 669 | 1 0.01 67.18 670 | 3 0.03 67.21 672 | 1 0.01 67.22 680 | 13 0.13 67.35 686 | 2 0.02 67.37 690 | 1 0.01 67.38 691 | 2 0.02 67.40 700 | 14 0.14 67.54 710 | 15 0.15 67.69 713 | 10 0.10 67.79 715 | 3 0.03 67.82 718 | 3 0.03 67.85 720 | 2 0.02 67.87 724 | 1 0.01 67.88 740 | 7 0.07 67.95 749 | 1 0.01 67.96 750 | 2 0.02 67.98 756 | 2 0.02 68.00 760 | 4 0.04 68.04 765 | 2 0.02 68.06 771 | 5 0.05 68.11 775 | 1 0.01 68.12 780 | 11 0.11 68.23 782 | 1 0.01 68.24 785 | 1 0.01 68.25 787 | 1 0.01 68.26 790 | 13 0.13 68.39 804 | 6 0.06 68.45 810 | 33 0.33 68.78 811 | 4 0.04 68.82 817 | 1 0.01 68.83 820 | 11 0.11 68.94 822 | 2 0.02 68.96 823 | 3 0.03 68.99 825 | 5 0.05 69.04 833 | 1 0.01 69.05 835 | 3 0.03 69.08 838 | 2 0.02 69.10 840 | 1 0.01 69.11 841 | 2 0.02 69.13 842 | 2 0.02 69.15 843 | 2 0.02 69.17 844 | 1 0.01 69.18 845 | 3 0.03 69.21 850 | 7 0.07 69.28 852 | 2 0.02 69.30 854 | 2 0.02 69.32 857 | 1 0.01 69.33 858 | 2 0.02 69.35 860 | 13 0.13 69.48 863 | 1 0.01 69.49 870 | 1 0.01 69.50 880 | 10 0.10 69.60 883 | 1 0.01 69.61 885 | 1 0.01 69.62 890 | 4 0.04 69.66 900 | 1 0.01 69.67 905 | 1 0.01 69.68 920 | 8 0.08 69.76 922 | 1 0.01 69.77 930 | 12 0.12 69.89 940 | 1 0.01 69.90 941 | 1 0.01 69.91 945 | 3 0.03 69.94 960 | 5 0.05 69.99 970 | 8 0.08 70.07 975 | 1 0.01 70.08 980 | 1 0.01 70.09 990 | 1 0.01 70.10 1000 | 2 0.02 70.12 1003 | 1 0.01 70.13 1010 | 1 0.01 70.14 1020 | 1 0.01 70.15 1030 | 3 0.03 70.18 1040 | 5 0.05 70.23 1045 | 5 0.05 70.28 1047 | 2 0.02 70.30 1050 | 24 0.24 70.54 1054 | 2 0.02 70.56 1060 | 1 0.01 70.57 1065 | 1 0.01 70.58 1070 | 11 0.11 70.69 1080 | 13 0.13 70.82 1090 | 2 0.02 70.84 1091 | 2 0.02 70.86 1100 | 6 0.06 70.92 1110 | 14 0.14 71.06 1130 | 11 0.11 71.17 1150 | 3 0.03 71.20 1155 | 1 0.01 71.21 1160 | 6 0.06 71.27 1170 | 1 0.01 71.28 1178 | 1 0.01 71.29 1182 | 5 0.05 71.34 1185 | 1 0.01 71.35 1188 | 1 0.01 71.36 1190 | 1 0.01 71.37 1200 | 16 0.16 71.53 1220 | 5 0.05 71.58 1230 | 4 0.04 71.62 1240 | 1 0.01 71.63 1250 | 1 0.01 71.64 1260 | 9 0.09 71.73 1270 | 1 0.01 71.74 1280 | 6 0.06 71.80 1300 | 4 0.04 71.84 1305 | 14 0.14 71.98 1310 | 3 0.03 72.01 1313 | 1 0.01 72.02 1320 | 2 0.02 72.04 1340 | 9 0.09 72.13 1343 | 3 0.03 72.16 1345 | 2 0.02 72.18 1350 | 2 0.02 72.20 1364 | 13 0.13 72.33 1370 | 48 0.48 72.81 1380 | 15 0.15 72.96 1390 | 1 0.01 72.97 1400 | 4 0.04 73.01 1405 | 2 0.02 73.03 1409 | 2 0.02 73.05 1410 | 15 0.15 73.20 1420 | 20 0.20 73.40 1430 | 11 0.11 73.51 1435 | 12 0.12 73.63 1440 | 7 0.07 73.70 1445 | 1 0.01 73.71 1460 | 2 0.02 73.73 1465 | 3 0.03 73.76 1483 | 1 0.01 73.77 1485 | 1 0.01 73.78 1490 | 2 0.02 73.80 1493 | 2 0.02 73.82 1500 | 4 0.04 73.86 1510 | 47 0.47 74.33 1520 | 1 0.01 74.34 1530 | 3 0.03 74.37 1540 | 3 0.03 74.40 1550 | 6 0.06 74.46 1560 | 13 0.13 74.59 1568 | 1 0.01 74.60 1570 | 2 0.02 74.62 1580 | 7 0.07 74.69 1590 | 5 0.05 74.74 1600 | 1 0.01 74.75 1610 | 3 0.03 74.78 1620 | 2 0.02 74.80 1630 | 1 0.01 74.81 1660 | 12 0.12 74.93 1665 | 1 0.01 74.94 1670 | 7 0.07 75.01 1680 | 1 0.01 75.02 1688 | 1 0.01 75.03 1690 | 11 0.11 75.14 1700 | 20 0.20 75.34 1710 | 3 0.03 75.37 1713 | 10 0.10 75.47 1716 | 9 0.09 75.56 1717 | 1 0.01 75.57 1730 | 19 0.19 75.76 1740 | 2 0.02 75.78 1750 | 5 0.05 75.83 1755 | 1 0.01 75.84 1760 | 1 0.01 75.85 1770 | 6 0.06 75.91 1771 | 1 0.01 75.92 1776 | 1 0.01 75.93 1779 | 3 0.03 75.96 1780 | 8 0.08 76.04 1781 | 1 0.01 76.05 1782 | 4 0.04 76.09 1785 | 1 0.01 76.10 1790 | 4 0.04 76.14 1791 | 1 0.01 76.15 1800 | 1 0.01 76.16 1808 | 9 0.09 76.25 1820 | 8 0.08 76.33 1823 | 4 0.04 76.37 1825 | 7 0.07 76.44 1826 | 2 0.02 76.46 1830 | 2 0.02 76.48 1831 | 1 0.01 76.49 1835 | 1 0.01 76.50 1837 | 1 0.01 76.51 1840 | 13 0.13 76.64 1845 | 4 0.04 76.68 1846 | 2 0.02 76.70 1850 | 6 0.06 76.76 1870 | 2 0.02 76.78 1871 | 1 0.01 76.79 1876 | 1 0.01 76.80 1880 | 3 0.03 76.83 1895 | 2 0.02 76.85 1900 | 2 0.02 76.87 1912 | 3 0.03 76.90 1920 | 9 0.09 76.99 1925 | 2 0.02 77.01 1927 | 3 0.03 77.04 1930 | 1 0.01 77.05 1940 | 4 0.04 77.09 1950 | 2 0.02 77.11 1952 | 1 0.01 77.12 1953 | 1 0.01 77.13 1954 | 1 0.01 77.14 1960 | 1 0.01 77.15 1970 | 69 0.69 77.84 1972 | 1 0.01 77.85 1974 | 1 0.01 77.86 1975 | 2 0.02 77.88 1977 | 2 0.02 77.90 1980 | 435 4.35 82.25 1990 | 9 0.09 82.34 2000 | 4 0.04 82.38 2003 | 1 0.01 82.39 2005 | 3 0.03 82.42 2010 | 21 0.21 82.63 2020 | 10 0.10 82.73 2027 | 1 0.01 82.74 2036 | 2 0.02 82.76 2040 | 2 0.02 82.78 2050 | 15 0.15 82.93 2052 | 1 0.01 82.94 2060 | 3 0.03 82.97 2070 | 8 0.08 83.05 2073 | 1 0.01 83.06 2080 | 1 0.01 83.07 2084 | 2 0.02 83.09 2090 | 1 0.01 83.10 2100 | 20 0.20 83.30 2110 | 2 0.02 83.32 2130 | 26 0.26 83.58 2136 | 2 0.02 83.60 2140 | 1 0.01 83.61 2150 | 8 0.08 83.69 2170 | 6 0.06 83.75 2182 | 2 0.02 83.77 2190 | 4 0.04 83.81 2200 | 12 0.12 83.93 2209 | 1 0.01 83.94 2210 | 2 0.02 83.96 2219 | 3 0.03 83.99 2220 | 6 0.06 84.05 2230 | 2 0.02 84.07 2238 | 4 0.04 84.11 2240 | 9 0.09 84.20 2250 | 3 0.03 84.23 2260 | 13 0.13 84.36 2270 | 4 0.04 84.40 2276 | 15 0.15 84.55 2280 | 4 0.04 84.59 2285 | 1 0.01 84.60 2293 | 2 0.02 84.62 2311 | 5 0.05 84.67 2312 | 1 0.01 84.68 2320 | 23 0.23 84.91 2330 | 14 0.14 85.05 2340 | 9 0.09 85.14 2350 | 4 0.04 85.18 2355 | 1 0.01 85.19 2360 | 12 0.12 85.31 2370 | 3 0.03 85.34 2375 | 4 0.04 85.38 2380 | 1 0.01 85.39 2400 | 3 0.03 85.42 2405 | 6 0.06 85.48 2410 | 5 0.05 85.53 2420 | 9 0.09 85.62 2424 | 1 0.01 85.63 2427 | 2 0.02 85.65 2430 | 1 0.01 85.66 2431 | 3 0.03 85.69 2440 | 4 0.04 85.73 2448 | 1 0.01 85.74 2450 | 4 0.04 85.78 2451 | 3 0.03 85.81 2457 | 1 0.01 85.82 2458 | 11 0.11 85.93 2460 | 2 0.02 85.95 2468 | 2 0.02 85.97 2470 | 2 0.02 85.99 2480 | 45 0.45 86.44 2490 | 2 0.02 86.46 2500 | 3 0.03 86.49 2510 | 23 0.23 86.72 2530 | 5 0.05 86.77 2540 | 15 0.15 86.92 2541 | 5 0.05 86.97 2542 | 1 0.01 86.98 2550 | 25 0.25 87.23 2555 | 3 0.03 87.26 2560 | 16 0.16 87.42 2562 | 1 0.01 87.43 2564 | 1 0.01 87.44 2570 | 15 0.15 87.59 2573 | 5 0.05 87.64 2580 | 1 0.01 87.65 2583 | 1 0.01 87.66 2600 | 3 0.03 87.69 2620 | 12 0.12 87.81 2625 | 4 0.04 87.85 2630 | 2 0.02 87.87 2645 | 6 0.06 87.93 2646 | 1 0.01 87.94 2650 | 13 0.13 88.07 2660 | 11 0.11 88.18 2670 | 3 0.03 88.21 2673 | 1 0.01 88.22 2680 | 5 0.05 88.27 2684 | 6 0.06 88.33 2690 | 1 0.01 88.34 2700 | 14 0.14 88.48 2705 | 3 0.03 88.51 2710 | 2 0.02 88.53 2715 | 1 0.01 88.54 2716 | 1 0.01 88.55 2720 | 4 0.04 88.59 2730 | 13 0.13 88.72 2740 | 4 0.04 88.76 2749 | 3 0.03 88.79 2750 | 1 0.01 88.80 2760 | 2 0.02 88.82 2770 | 9 0.09 88.91 2780 | 3 0.03 88.94 2787 | 1 0.01 88.95 2790 | 9 0.09 89.04 2800 | 4 0.04 89.08 2820 | 1 0.01 89.09 2830 | 6 0.06 89.15 2840 | 8 0.08 89.23 2850 | 1 0.01 89.24 2870 | 35 0.35 89.59 2875 | 1 0.01 89.60 2880 | 10 0.10 89.70 2882 | 1 0.01 89.71 2890 | 4 0.04 89.75 2900 | 1 0.01 89.76 2904 | 5 0.05 89.81 2910 | 2 0.02 89.83 2916 | 3 0.03 89.86 2929 | 2 0.02 89.88 2930 | 2 0.02 89.90 2940 | 7 0.07 89.97 2948 | 4 0.04 90.01 2950 | 43 0.43 90.44 2960 | 18 0.18 90.62 2970 | 5 0.05 90.67 2980 | 5 0.05 90.72 3000 | 10 0.10 90.82 3010 | 9 0.09 90.91 3020 | 3 0.03 90.94 3025 | 1 0.01 90.95 3030 | 2 0.02 90.97 3040 | 2 0.02 90.99 3043 | 1 0.01 91.00 3050 | 16 0.16 91.16 3070 | 41 0.41 91.57 3080 | 3 0.03 91.60 3089 | 1 0.01 91.61 3091 | 1 0.01 91.62 3092 | 2 0.02 91.64 3100 | 3 0.03 91.67 3105 | 2 0.02 91.69 3110 | 5 0.05 91.74 3125 | 1 0.01 91.75 3150 | 67 0.67 92.42 3155 | 1 0.01 92.43 3180 | 5 0.05 92.48 3190 | 7 0.07 92.55 3210 | 34 0.34 92.89 3220 | 2 0.02 92.91 3230 | 2 0.02 92.93 3240 | 2 0.02 92.95 3250 | 9 0.09 93.04 3260 | 166 1.66 94.70 3270 | 8 0.08 94.78 3280 | 3 0.03 94.81 3290 | 46 0.46 95.27 3300 | 7 0.07 95.34 3310 | 4 0.04 95.38 3319 | 1 0.01 95.39 3320 | 4 0.04 95.43 3323 | 1 0.01 95.44 3327 | 1 0.01 95.45 3330 | 2 0.02 95.47 3340 | 58 0.58 96.05 3351 | 4 0.04 96.09 3360 | 9 0.09 96.18 3361 | 1 0.01 96.19 3370 | 6 0.06 96.25 3375 | 6 0.06 96.31 3390 | 6 0.06 96.37 3410 | 3 0.03 96.40 3412 | 2 0.02 96.42 3420 | 34 0.34 96.76 3430 | 6 0.06 96.82 3440 | 7 0.07 96.89 3450 | 10 0.10 96.99 3455 | 3 0.03 97.02 3460 | 4 0.04 97.06 3470 | 10 0.10 97.16 3480 | 1 0.01 97.17 3490 | 5 0.05 97.22 3499 | 3 0.03 97.25 3520 | 1 0.01 97.26 3540 | 1 0.01 97.27 3550 | 1 0.01 97.28 3558 | 8 0.08 97.36 3560 | 5 0.05 97.41 3570 | 2 0.02 97.43 3590 | 2 0.02 97.45 3610 | 3 0.03 97.48 3630 | 2 0.02 97.50 3641 | 10 0.10 97.60 3645 | 2 0.02 97.62 3670 | 4 0.04 97.66 3686 | 2 0.02 97.68 3690 | 6 0.06 97.74 3697 | 1 0.01 97.75 3758 | 1 0.01 97.76 3760 | 5 0.05 97.81 3770 | 25 0.25 98.06 3780 | 2 0.02 98.08 3790 | 10 0.10 98.18 3800 | 1 0.01 98.19 3810 | 1 0.01 98.20 3813 | 1 0.01 98.21 3840 | 2 0.02 98.23 3850 | 1 0.01 98.24 3853 | 2 0.02 98.26 3860 | 7 0.07 98.33 3870 | 12 0.12 98.45 3880 | 2 0.02 98.47 3920 | 1 0.01 98.48 3930 | 1 0.01 98.49 3950 | 1 0.01 98.50 3960 | 5 0.05 98.55 3970 | 1 0.01 98.56 3993 | 1 0.01 98.57 4000 | 7 0.07 98.64 4010 | 8 0.08 98.72 4020 | 12 0.12 98.84 4027 | 11 0.11 98.95 4030 | 3 0.03 98.98 4040 | 10 0.10 99.08 4050 | 5 0.05 99.13 4060 | 5 0.05 99.18 4070 | 2 0.02 99.20 4090 | 1 0.01 99.21 4100 | 4 0.04 99.25 4110 | 1 0.01 99.26 4120 | 13 0.13 99.39 4124 | 2 0.02 99.41 4130 | 11 0.11 99.52 4163 | 6 0.06 99.58 4190 | 9 0.09 99.67 4230 | 1 0.01 99.68 4258 | 1 0.01 99.69 4259 | 1 0.01 99.70 4260 | 2 0.02 99.72 4265 | 2 0.02 99.74 4267 | 5 0.05 99.79 4270 | 1 0.01 99.80 4280 | 2 0.02 99.82 9997 | 16 0.16 99.98 9999 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016