Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,339 53.39 53.39 3 | 1 0.01 53.40 10 | 46 0.46 53.86 12 | 5 0.05 53.91 15 | 1 0.01 53.92 20 | 3 0.03 53.95 22 | 1 0.01 53.96 30 | 20 0.20 54.16 38 | 1 0.01 54.17 46 | 5 0.05 54.22 49 | 1 0.01 54.23 50 | 4 0.04 54.27 53 | 1 0.01 54.28 59 | 1 0.01 54.29 60 | 5 0.05 54.34 63 | 1 0.01 54.35 64 | 4 0.04 54.39 65 | 1 0.01 54.40 70 | 6 0.06 54.46 80 | 58 0.58 55.04 90 | 9 0.09 55.13 91 | 1 0.01 55.14 98 | 4 0.04 55.18 99 | 2 0.02 55.20 100 | 7 0.07 55.27 101 | 1 0.01 55.28 110 | 18 0.18 55.46 120 | 6 0.06 55.52 130 | 25 0.25 55.77 140 | 5 0.05 55.82 145 | 1 0.01 55.83 150 | 4 0.04 55.87 151 | 2 0.02 55.89 155 | 1 0.01 55.90 156 | 3 0.03 55.93 158 | 2 0.02 55.95 160 | 9 0.09 56.04 170 | 20 0.20 56.24 180 | 2 0.02 56.26 185 | 6 0.06 56.32 188 | 1 0.01 56.33 190 | 3 0.03 56.36 200 | 19 0.19 56.55 210 | 3 0.03 56.58 219 | 4 0.04 56.62 220 | 9 0.09 56.71 225 | 11 0.11 56.82 226 | 2 0.02 56.84 228 | 1 0.01 56.85 229 | 4 0.04 56.89 230 | 5 0.05 56.94 235 | 6 0.06 57.00 237 | 4 0.04 57.04 240 | 18 0.18 57.22 242 | 1 0.01 57.23 244 | 1 0.01 57.24 245 | 3 0.03 57.27 253 | 2 0.02 57.29 255 | 2 0.02 57.31 256 | 8 0.08 57.39 258 | 1 0.01 57.40 260 | 17 0.17 57.57 261 | 1 0.01 57.58 265 | 5 0.05 57.63 266 | 4 0.04 57.67 267 | 7 0.07 57.74 268 | 3 0.03 57.77 270 | 3 0.03 57.80 280 | 29 0.29 58.09 286 | 3 0.03 58.12 290 | 37 0.37 58.49 300 | 5 0.05 58.54 305 | 5 0.05 58.59 306 | 4 0.04 58.63 310 | 5 0.05 58.68 312 | 1 0.01 58.69 320 | 1 0.01 58.70 330 | 14 0.14 58.84 332 | 1 0.01 58.85 336 | 1 0.01 58.86 338 | 1 0.01 58.87 339 | 3 0.03 58.90 340 | 12 0.12 59.02 349 | 1 0.01 59.03 350 | 38 0.38 59.41 360 | 6 0.06 59.47 365 | 5 0.05 59.52 368 | 6 0.06 59.58 369 | 1 0.01 59.59 370 | 101 1.01 60.60 375 | 4 0.04 60.64 376 | 2 0.02 60.66 377 | 1 0.01 60.67 380 | 6 0.06 60.73 385 | 6 0.06 60.79 386 | 11 0.11 60.90 387 | 1 0.01 60.91 410 | 5 0.05 60.96 420 | 21 0.21 61.17 425 | 4 0.04 61.21 426 | 1 0.01 61.22 428 | 4 0.04 61.26 430 | 46 0.46 61.72 431 | 1 0.01 61.73 434 | 3 0.03 61.76 435 | 2 0.02 61.78 440 | 5 0.05 61.83 450 | 15 0.15 61.98 453 | 3 0.03 62.01 454 | 3 0.03 62.04 457 | 4 0.04 62.08 460 | 6 0.06 62.14 463 | 2 0.02 62.16 470 | 12 0.12 62.28 480 | 15 0.15 62.43 490 | 21 0.21 62.64 491 | 1 0.01 62.65 500 | 1 0.01 62.66 502 | 4 0.04 62.70 510 | 10 0.10 62.80 520 | 6 0.06 62.86 530 | 55 0.55 63.41 535 | 2 0.02 63.43 536 | 6 0.06 63.49 537 | 2 0.02 63.51 538 | 9 0.09 63.60 539 | 2 0.02 63.62 540 | 1 0.01 63.63 541 | 3 0.03 63.66 550 | 4 0.04 63.70 553 | 1 0.01 63.71 555 | 2 0.02 63.73 560 | 4 0.04 63.77 563 | 1 0.01 63.78 565 | 1 0.01 63.79 566 | 2 0.02 63.81 570 | 22 0.22 64.03 572 | 1 0.01 64.04 580 | 4 0.04 64.08 584 | 1 0.01 64.09 585 | 1 0.01 64.10 590 | 1 0.01 64.11 597 | 3 0.03 64.14 600 | 67 0.67 64.81 602 | 11 0.11 64.92 605 | 2 0.02 64.94 610 | 6 0.06 65.00 612 | 3 0.03 65.03 620 | 4 0.04 65.07 630 | 9 0.09 65.16 632 | 1 0.01 65.17 633 | 1 0.01 65.18 634 | 1 0.01 65.19 639 | 4 0.04 65.23 640 | 3 0.03 65.26 649 | 1 0.01 65.27 650 | 9 0.09 65.36 660 | 4 0.04 65.40 663 | 1 0.01 65.41 669 | 3 0.03 65.44 670 | 5 0.05 65.49 672 | 2 0.02 65.51 680 | 10 0.10 65.61 686 | 3 0.03 65.64 690 | 2 0.02 65.66 700 | 5 0.05 65.71 710 | 17 0.17 65.88 713 | 12 0.12 66.00 715 | 11 0.11 66.11 718 | 3 0.03 66.14 720 | 5 0.05 66.19 722 | 1 0.01 66.20 724 | 1 0.01 66.21 730 | 4 0.04 66.25 735 | 1 0.01 66.26 740 | 9 0.09 66.35 749 | 4 0.04 66.39 750 | 8 0.08 66.47 756 | 4 0.04 66.51 760 | 11 0.11 66.62 765 | 6 0.06 66.68 771 | 8 0.08 66.76 780 | 12 0.12 66.88 782 | 4 0.04 66.92 785 | 3 0.03 66.95 790 | 21 0.21 67.16 800 | 1 0.01 67.17 802 | 1 0.01 67.18 804 | 5 0.05 67.23 810 | 19 0.19 67.42 811 | 6 0.06 67.48 817 | 4 0.04 67.52 820 | 20 0.20 67.72 822 | 3 0.03 67.75 823 | 6 0.06 67.81 825 | 6 0.06 67.87 830 | 2 0.02 67.89 835 | 6 0.06 67.95 838 | 2 0.02 67.97 841 | 2 0.02 67.99 842 | 4 0.04 68.03 843 | 1 0.01 68.04 844 | 1 0.01 68.05 845 | 1 0.01 68.06 850 | 9 0.09 68.15 852 | 1 0.01 68.16 854 | 2 0.02 68.18 857 | 2 0.02 68.20 860 | 6 0.06 68.26 870 | 2 0.02 68.28 880 | 8 0.08 68.36 887 | 1 0.01 68.37 890 | 8 0.08 68.45 900 | 3 0.03 68.48 905 | 1 0.01 68.49 907 | 1 0.01 68.50 920 | 2 0.02 68.52 930 | 12 0.12 68.64 935 | 1 0.01 68.65 940 | 3 0.03 68.68 941 | 1 0.01 68.69 944 | 2 0.02 68.71 945 | 6 0.06 68.77 960 | 2 0.02 68.79 970 | 8 0.08 68.87 975 | 1 0.01 68.88 986 | 1 0.01 68.89 990 | 1 0.01 68.90 1000 | 1 0.01 68.91 1003 | 1 0.01 68.92 1010 | 2 0.02 68.94 1015 | 1 0.01 68.95 1016 | 1 0.01 68.96 1020 | 2 0.02 68.98 1030 | 5 0.05 69.03 1040 | 3 0.03 69.06 1042 | 1 0.01 69.07 1045 | 5 0.05 69.12 1047 | 1 0.01 69.13 1048 | 1 0.01 69.14 1050 | 48 0.48 69.62 1054 | 2 0.02 69.64 1055 | 1 0.01 69.65 1060 | 2 0.02 69.67 1070 | 15 0.15 69.82 1071 | 1 0.01 69.83 1080 | 11 0.11 69.94 1085 | 1 0.01 69.95 1090 | 4 0.04 69.99 1091 | 4 0.04 70.03 1100 | 1 0.01 70.04 1110 | 6 0.06 70.10 1120 | 2 0.02 70.12 1130 | 7 0.07 70.19 1137 | 2 0.02 70.21 1139 | 6 0.06 70.27 1140 | 1 0.01 70.28 1148 | 1 0.01 70.29 1150 | 4 0.04 70.33 1160 | 2 0.02 70.35 1170 | 1 0.01 70.36 1175 | 2 0.02 70.38 1178 | 1 0.01 70.39 1190 | 2 0.02 70.41 1200 | 18 0.18 70.59 1210 | 4 0.04 70.63 1220 | 2 0.02 70.65 1230 | 3 0.03 70.68 1240 | 2 0.02 70.70 1260 | 3 0.03 70.73 1262 | 1 0.01 70.74 1270 | 3 0.03 70.77 1280 | 16 0.16 70.93 1290 | 1 0.01 70.94 1295 | 1 0.01 70.95 1300 | 4 0.04 70.99 1305 | 12 0.12 71.11 1310 | 4 0.04 71.15 1315 | 2 0.02 71.17 1320 | 3 0.03 71.20 1330 | 1 0.01 71.21 1340 | 30 0.30 71.51 1343 | 2 0.02 71.53 1344 | 1 0.01 71.54 1345 | 4 0.04 71.58 1351 | 1 0.01 71.59 1360 | 2 0.02 71.61 1364 | 19 0.19 71.80 1370 | 30 0.30 72.10 1380 | 8 0.08 72.18 1400 | 4 0.04 72.22 1405 | 1 0.01 72.23 1409 | 8 0.08 72.31 1410 | 11 0.11 72.42 1420 | 17 0.17 72.59 1430 | 14 0.14 72.73 1435 | 6 0.06 72.79 1440 | 12 0.12 72.91 1450 | 1 0.01 72.92 1455 | 1 0.01 72.93 1457 | 3 0.03 72.96 1465 | 2 0.02 72.98 1482 | 1 0.01 72.99 1490 | 1 0.01 73.00 1500 | 5 0.05 73.05 1505 | 1 0.01 73.06 1510 | 112 1.12 74.18 1520 | 6 0.06 74.24 1530 | 7 0.07 74.31 1540 | 4 0.04 74.35 1550 | 8 0.08 74.43 1552 | 2 0.02 74.45 1560 | 18 0.18 74.63 1566 | 3 0.03 74.66 1568 | 1 0.01 74.67 1580 | 9 0.09 74.76 1590 | 8 0.08 74.84 1600 | 2 0.02 74.86 1610 | 3 0.03 74.89 1620 | 4 0.04 74.93 1630 | 2 0.02 74.95 1660 | 19 0.19 75.14 1662 | 1 0.01 75.15 1670 | 7 0.07 75.22 1680 | 3 0.03 75.25 1685 | 4 0.04 75.29 1688 | 1 0.01 75.30 1690 | 7 0.07 75.37 1700 | 14 0.14 75.51 1710 | 3 0.03 75.54 1713 | 8 0.08 75.62 1716 | 5 0.05 75.67 1717 | 1 0.01 75.68 1720 | 2 0.02 75.70 1730 | 10 0.10 75.80 1750 | 10 0.10 75.90 1755 | 4 0.04 75.94 1760 | 4 0.04 75.98 1770 | 7 0.07 76.05 1771 | 5 0.05 76.10 1779 | 3 0.03 76.13 1780 | 10 0.10 76.23 1782 | 1 0.01 76.24 1785 | 1 0.01 76.25 1790 | 4 0.04 76.29 1800 | 1 0.01 76.30 1808 | 4 0.04 76.34 1820 | 10 0.10 76.44 1823 | 3 0.03 76.47 1825 | 7 0.07 76.54 1826 | 2 0.02 76.56 1831 | 1 0.01 76.57 1835 | 1 0.01 76.58 1840 | 8 0.08 76.66 1845 | 1 0.01 76.67 1850 | 6 0.06 76.73 1867 | 1 0.01 76.74 1870 | 3 0.03 76.77 1871 | 3 0.03 76.80 1876 | 1 0.01 76.81 1880 | 2 0.02 76.83 1896 | 1 0.01 76.84 1900 | 1 0.01 76.85 1912 | 6 0.06 76.91 1920 | 3 0.03 76.94 1925 | 4 0.04 76.98 1926 | 1 0.01 76.99 1927 | 2 0.02 77.01 1930 | 3 0.03 77.04 1940 | 4 0.04 77.08 1943 | 1 0.01 77.09 1946 | 1 0.01 77.10 1947 | 1 0.01 77.11 1950 | 2 0.02 77.13 1970 | 49 0.49 77.62 1974 | 1 0.01 77.63 1975 | 1 0.01 77.64 1977 | 1 0.01 77.65 1980 | 419 4.19 81.84 1990 | 10 0.10 81.94 2000 | 1 0.01 81.95 2003 | 1 0.01 81.96 2005 | 10 0.10 82.06 2010 | 82 0.82 82.88 2020 | 21 0.21 83.09 2027 | 1 0.01 83.10 2030 | 2 0.02 83.12 2040 | 2 0.02 83.14 2050 | 24 0.24 83.38 2070 | 7 0.07 83.45 2073 | 1 0.01 83.46 2083 | 3 0.03 83.49 2084 | 1 0.01 83.50 2085 | 2 0.02 83.52 2100 | 25 0.25 83.77 2110 | 1 0.01 83.78 2130 | 18 0.18 83.96 2132 | 1 0.01 83.97 2140 | 6 0.06 84.03 2145 | 1 0.01 84.04 2150 | 7 0.07 84.11 2152 | 3 0.03 84.14 2160 | 1 0.01 84.15 2170 | 1 0.01 84.16 2175 | 1 0.01 84.17 2180 | 4 0.04 84.21 2182 | 5 0.05 84.26 2190 | 7 0.07 84.33 2200 | 18 0.18 84.51 2203 | 1 0.01 84.52 2210 | 3 0.03 84.55 2218 | 2 0.02 84.57 2220 | 9 0.09 84.66 2230 | 6 0.06 84.72 2234 | 1 0.01 84.73 2238 | 4 0.04 84.77 2240 | 8 0.08 84.85 2250 | 4 0.04 84.89 2260 | 17 0.17 85.06 2262 | 1 0.01 85.07 2270 | 15 0.15 85.22 2275 | 1 0.01 85.23 2285 | 3 0.03 85.26 2290 | 5 0.05 85.31 2297 | 1 0.01 85.32 2300 | 2 0.02 85.34 2310 | 4 0.04 85.38 2311 | 9 0.09 85.47 2320 | 18 0.18 85.65 2324 | 1 0.01 85.66 2330 | 11 0.11 85.77 2340 | 9 0.09 85.86 2345 | 1 0.01 85.87 2350 | 2 0.02 85.89 2360 | 21 0.21 86.10 2370 | 7 0.07 86.17 2375 | 6 0.06 86.23 2380 | 6 0.06 86.29 2382 | 1 0.01 86.30 2400 | 8 0.08 86.38 2406 | 4 0.04 86.42 2410 | 1 0.01 86.43 2420 | 4 0.04 86.47 2424 | 6 0.06 86.53 2427 | 1 0.01 86.54 2431 | 1 0.01 86.55 2432 | 1 0.01 86.56 2440 | 3 0.03 86.59 2445 | 1 0.01 86.60 2448 | 1 0.01 86.61 2450 | 6 0.06 86.67 2451 | 2 0.02 86.69 2456 | 2 0.02 86.71 2457 | 3 0.03 86.74 2458 | 12 0.12 86.86 2460 | 3 0.03 86.89 2468 | 7 0.07 86.96 2470 | 2 0.02 86.98 2480 | 31 0.31 87.29 2490 | 11 0.11 87.40 2494 | 2 0.02 87.42 2500 | 2 0.02 87.44 2510 | 16 0.16 87.60 2530 | 6 0.06 87.66 2540 | 9 0.09 87.75 2541 | 4 0.04 87.79 2542 | 1 0.01 87.80 2550 | 22 0.22 88.02 2555 | 1 0.01 88.03 2560 | 8 0.08 88.11 2564 | 1 0.01 88.12 2570 | 15 0.15 88.27 2571 | 2 0.02 88.29 2573 | 1 0.01 88.30 2580 | 2 0.02 88.32 2587 | 1 0.01 88.33 2590 | 6 0.06 88.39 2600 | 2 0.02 88.41 2605 | 1 0.01 88.42 2610 | 1 0.01 88.43 2615 | 1 0.01 88.44 2620 | 12 0.12 88.56 2625 | 2 0.02 88.58 2630 | 3 0.03 88.61 2640 | 1 0.01 88.62 2645 | 4 0.04 88.66 2646 | 3 0.03 88.69 2650 | 10 0.10 88.79 2655 | 1 0.01 88.80 2658 | 1 0.01 88.81 2660 | 4 0.04 88.85 2675 | 1 0.01 88.86 2680 | 3 0.03 88.89 2684 | 2 0.02 88.91 2690 | 6 0.06 88.97 2691 | 1 0.01 88.98 2700 | 11 0.11 89.09 2705 | 1 0.01 89.10 2713 | 1 0.01 89.11 2720 | 1 0.01 89.12 2730 | 31 0.31 89.43 2740 | 6 0.06 89.49 2749 | 4 0.04 89.53 2760 | 2 0.02 89.55 2770 | 7 0.07 89.62 2776 | 1 0.01 89.63 2780 | 16 0.16 89.79 2785 | 1 0.01 89.80 2789 | 1 0.01 89.81 2790 | 3 0.03 89.84 2800 | 6 0.06 89.90 2806 | 7 0.07 89.97 2810 | 2 0.02 89.99 2811 | 1 0.01 90.00 2814 | 1 0.01 90.01 2820 | 1 0.01 90.02 2822 | 1 0.01 90.03 2830 | 2 0.02 90.05 2840 | 4 0.04 90.09 2850 | 1 0.01 90.10 2860 | 2 0.02 90.12 2870 | 22 0.22 90.34 2873 | 3 0.03 90.37 2880 | 13 0.13 90.50 2882 | 2 0.02 90.52 2890 | 1 0.01 90.53 2900 | 5 0.05 90.58 2904 | 7 0.07 90.65 2916 | 6 0.06 90.71 2930 | 1 0.01 90.72 2935 | 4 0.04 90.76 2938 | 1 0.01 90.77 2940 | 12 0.12 90.89 2948 | 1 0.01 90.90 2950 | 65 0.65 91.55 2960 | 8 0.08 91.63 2961 | 1 0.01 91.64 2970 | 15 0.15 91.79 2980 | 2 0.02 91.81 3000 | 15 0.15 91.96 3010 | 5 0.05 92.01 3020 | 1 0.01 92.02 3040 | 1 0.01 92.03 3050 | 6 0.06 92.09 3070 | 29 0.29 92.38 3072 | 1 0.01 92.39 3080 | 1 0.01 92.40 3088 | 1 0.01 92.41 3089 | 4 0.04 92.45 3090 | 1 0.01 92.46 3105 | 5 0.05 92.51 3108 | 1 0.01 92.52 3110 | 2 0.02 92.54 3130 | 1 0.01 92.55 3144 | 1 0.01 92.56 3150 | 43 0.43 92.99 3160 | 2 0.02 93.01 3175 | 3 0.03 93.04 3180 | 7 0.07 93.11 3190 | 16 0.16 93.27 3210 | 25 0.25 93.52 3220 | 2 0.02 93.54 3240 | 2 0.02 93.56 3250 | 2 0.02 93.58 3260 | 108 1.08 94.66 3261 | 2 0.02 94.68 3270 | 4 0.04 94.72 3275 | 2 0.02 94.74 3280 | 1 0.01 94.75 3286 | 1 0.01 94.76 3290 | 72 0.72 95.48 3300 | 5 0.05 95.53 3310 | 4 0.04 95.57 3311 | 1 0.01 95.58 3340 | 74 0.74 96.32 3351 | 2 0.02 96.34 3360 | 3 0.03 96.37 3361 | 1 0.01 96.38 3370 | 2 0.02 96.40 3375 | 2 0.02 96.42 3380 | 1 0.01 96.43 3390 | 23 0.23 96.66 3400 | 1 0.01 96.67 3410 | 3 0.03 96.70 3420 | 30 0.30 97.00 3430 | 4 0.04 97.04 3440 | 10 0.10 97.14 3450 | 3 0.03 97.17 3455 | 5 0.05 97.22 3460 | 4 0.04 97.26 3470 | 8 0.08 97.34 3480 | 1 0.01 97.35 3490 | 9 0.09 97.44 3499 | 7 0.07 97.51 3530 | 1 0.01 97.52 3540 | 3 0.03 97.55 3550 | 1 0.01 97.56 3556 | 1 0.01 97.57 3558 | 4 0.04 97.61 3560 | 4 0.04 97.65 3590 | 2 0.02 97.67 3610 | 1 0.01 97.68 3620 | 1 0.01 97.69 3641 | 7 0.07 97.76 3670 | 3 0.03 97.79 3690 | 3 0.03 97.82 3697 | 2 0.02 97.84 3710 | 1 0.01 97.85 3720 | 1 0.01 97.86 3730 | 2 0.02 97.88 3760 | 1 0.01 97.89 3770 | 24 0.24 98.13 3780 | 1 0.01 98.14 3790 | 10 0.10 98.24 3810 | 3 0.03 98.27 3840 | 1 0.01 98.28 3853 | 4 0.04 98.32 3860 | 6 0.06 98.38 3870 | 12 0.12 98.50 3880 | 2 0.02 98.52 3920 | 2 0.02 98.54 3930 | 3 0.03 98.57 3950 | 2 0.02 98.59 3960 | 2 0.02 98.61 3990 | 3 0.03 98.64 3993 | 1 0.01 98.65 4000 | 2 0.02 98.67 4010 | 6 0.06 98.73 4020 | 11 0.11 98.84 4027 | 9 0.09 98.93 4030 | 3 0.03 98.96 4040 | 8 0.08 99.04 4050 | 9 0.09 99.13 4060 | 2 0.02 99.15 4070 | 3 0.03 99.18 4080 | 1 0.01 99.19 4100 | 4 0.04 99.23 4120 | 15 0.15 99.38 4130 | 9 0.09 99.47 4190 | 5 0.05 99.52 4210 | 1 0.01 99.53 4257 | 1 0.01 99.54 4258 | 1 0.01 99.55 4267 | 3 0.03 99.58 4280 | 3 0.03 99.61 4650 | 1 0.01 99.62 4690 | 1 0.01 99.63 4800 | 1 0.01 99.64 4910 | 5 0.05 99.69 5070 | 1 0.01 99.70 5480 | 1 0.01 99.71 5490 | 1 0.01 99.72 5640 | 1 0.01 99.73 5680 | 1 0.01 99.74 5700 | 1 0.01 99.75 5980 | 1 0.01 99.76 9997 | 21 0.21 99.97 9999 | 3 0.03 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016