Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,455 54.55 54.55 8 | 1 0.01 54.56 10 | 65 0.65 55.21 12 | 1 0.01 55.22 15 | 1 0.01 55.23 20 | 1 0.01 55.24 22 | 5 0.05 55.29 30 | 15 0.15 55.44 33 | 1 0.01 55.45 40 | 2 0.02 55.47 46 | 5 0.05 55.52 47 | 2 0.02 55.54 49 | 1 0.01 55.55 59 | 4 0.04 55.59 60 | 10 0.10 55.69 64 | 3 0.03 55.72 65 | 2 0.02 55.74 70 | 4 0.04 55.78 74 | 1 0.01 55.79 80 | 50 0.50 56.29 83 | 1 0.01 56.30 85 | 1 0.01 56.31 89 | 3 0.03 56.34 90 | 5 0.05 56.39 99 | 1 0.01 56.40 100 | 5 0.05 56.45 101 | 2 0.02 56.47 110 | 37 0.37 56.84 114 | 1 0.01 56.85 115 | 8 0.08 56.93 120 | 9 0.09 57.02 125 | 1 0.01 57.03 128 | 1 0.01 57.04 130 | 20 0.20 57.24 140 | 2 0.02 57.26 150 | 2 0.02 57.28 151 | 3 0.03 57.31 154 | 1 0.01 57.32 155 | 1 0.01 57.33 156 | 1 0.01 57.34 157 | 1 0.01 57.35 160 | 5 0.05 57.40 170 | 18 0.18 57.58 183 | 1 0.01 57.59 185 | 5 0.05 57.64 190 | 14 0.14 57.78 195 | 1 0.01 57.79 200 | 23 0.23 58.02 210 | 2 0.02 58.04 219 | 3 0.03 58.07 220 | 7 0.07 58.14 221 | 1 0.01 58.15 222 | 1 0.01 58.16 224 | 1 0.01 58.17 225 | 6 0.06 58.23 227 | 1 0.01 58.24 229 | 2 0.02 58.26 230 | 11 0.11 58.37 235 | 8 0.08 58.45 237 | 1 0.01 58.46 240 | 27 0.27 58.73 245 | 5 0.05 58.78 250 | 6 0.06 58.84 252 | 1 0.01 58.85 253 | 1 0.01 58.86 255 | 2 0.02 58.88 256 | 5 0.05 58.93 258 | 1 0.01 58.94 260 | 8 0.08 59.02 261 | 1 0.01 59.03 266 | 2 0.02 59.05 267 | 4 0.04 59.09 268 | 5 0.05 59.14 270 | 2 0.02 59.16 272 | 1 0.01 59.17 278 | 1 0.01 59.18 280 | 22 0.22 59.40 290 | 52 0.52 59.92 293 | 1 0.01 59.93 295 | 4 0.04 59.97 305 | 6 0.06 60.03 306 | 1 0.01 60.04 310 | 3 0.03 60.07 312 | 5 0.05 60.12 315 | 1 0.01 60.13 326 | 1 0.01 60.14 330 | 24 0.24 60.38 335 | 2 0.02 60.40 339 | 3 0.03 60.43 340 | 13 0.13 60.56 341 | 1 0.01 60.57 350 | 47 0.47 61.04 360 | 4 0.04 61.08 365 | 6 0.06 61.14 367 | 1 0.01 61.15 368 | 7 0.07 61.22 369 | 3 0.03 61.25 370 | 220 2.20 63.45 373 | 2 0.02 63.47 375 | 1 0.01 63.48 376 | 1 0.01 63.49 380 | 7 0.07 63.56 385 | 3 0.03 63.59 386 | 5 0.05 63.64 387 | 1 0.01 63.65 388 | 1 0.01 63.66 400 | 1 0.01 63.67 407 | 1 0.01 63.68 410 | 3 0.03 63.71 417 | 1 0.01 63.72 420 | 21 0.21 63.93 428 | 2 0.02 63.95 429 | 1 0.01 63.96 430 | 31 0.31 64.27 431 | 8 0.08 64.35 434 | 6 0.06 64.41 435 | 3 0.03 64.44 440 | 1 0.01 64.45 450 | 9 0.09 64.54 453 | 1 0.01 64.55 457 | 7 0.07 64.62 458 | 1 0.01 64.63 460 | 2 0.02 64.65 463 | 3 0.03 64.68 470 | 8 0.08 64.76 475 | 5 0.05 64.81 480 | 9 0.09 64.90 486 | 3 0.03 64.93 488 | 2 0.02 64.95 489 | 1 0.01 64.96 490 | 23 0.23 65.19 491 | 1 0.01 65.20 492 | 2 0.02 65.22 500 | 1 0.01 65.23 502 | 6 0.06 65.29 505 | 1 0.01 65.30 508 | 1 0.01 65.31 510 | 12 0.12 65.43 518 | 3 0.03 65.46 520 | 11 0.11 65.57 526 | 1 0.01 65.58 530 | 61 0.61 66.19 536 | 1 0.01 66.20 538 | 2 0.02 66.22 540 | 2 0.02 66.24 541 | 1 0.01 66.25 543 | 3 0.03 66.28 550 | 4 0.04 66.32 555 | 4 0.04 66.36 560 | 12 0.12 66.48 564 | 1 0.01 66.49 565 | 1 0.01 66.50 570 | 13 0.13 66.63 584 | 1 0.01 66.64 585 | 2 0.02 66.66 590 | 5 0.05 66.71 597 | 2 0.02 66.73 600 | 62 0.62 67.35 602 | 5 0.05 67.40 610 | 2 0.02 67.42 611 | 3 0.03 67.45 612 | 4 0.04 67.49 620 | 11 0.11 67.60 630 | 5 0.05 67.65 633 | 4 0.04 67.69 639 | 8 0.08 67.77 640 | 2 0.02 67.79 650 | 5 0.05 67.84 660 | 3 0.03 67.87 663 | 2 0.02 67.89 669 | 1 0.01 67.90 670 | 5 0.05 67.95 672 | 6 0.06 68.01 680 | 3 0.03 68.04 681 | 5 0.05 68.09 690 | 3 0.03 68.12 691 | 1 0.01 68.13 700 | 5 0.05 68.18 710 | 14 0.14 68.32 712 | 6 0.06 68.38 713 | 1 0.01 68.39 715 | 11 0.11 68.50 718 | 2 0.02 68.52 719 | 1 0.01 68.53 720 | 3 0.03 68.56 724 | 1 0.01 68.57 740 | 2 0.02 68.59 749 | 1 0.01 68.60 750 | 6 0.06 68.66 756 | 3 0.03 68.69 760 | 8 0.08 68.77 765 | 1 0.01 68.78 770 | 2 0.02 68.80 771 | 20 0.20 69.00 775 | 1 0.01 69.01 780 | 22 0.22 69.23 782 | 1 0.01 69.24 785 | 2 0.02 69.26 787 | 3 0.03 69.29 790 | 20 0.20 69.49 800 | 3 0.03 69.52 802 | 1 0.01 69.53 804 | 4 0.04 69.57 806 | 1 0.01 69.58 810 | 21 0.21 69.79 817 | 1 0.01 69.80 820 | 20 0.20 70.00 822 | 1 0.01 70.01 823 | 3 0.03 70.04 825 | 9 0.09 70.13 830 | 5 0.05 70.18 835 | 5 0.05 70.23 838 | 4 0.04 70.27 840 | 4 0.04 70.31 842 | 2 0.02 70.33 843 | 2 0.02 70.35 845 | 2 0.02 70.37 846 | 1 0.01 70.38 850 | 7 0.07 70.45 854 | 1 0.01 70.46 858 | 1 0.01 70.47 860 | 15 0.15 70.62 870 | 2 0.02 70.64 880 | 15 0.15 70.79 887 | 1 0.01 70.80 890 | 4 0.04 70.84 893 | 1 0.01 70.85 900 | 1 0.01 70.86 907 | 1 0.01 70.87 915 | 1 0.01 70.88 920 | 3 0.03 70.91 930 | 9 0.09 71.00 940 | 2 0.02 71.02 944 | 1 0.01 71.03 960 | 6 0.06 71.09 970 | 4 0.04 71.13 972 | 2 0.02 71.15 980 | 3 0.03 71.18 1000 | 4 0.04 71.22 1003 | 3 0.03 71.25 1010 | 1 0.01 71.26 1015 | 10 0.10 71.36 1020 | 2 0.02 71.38 1030 | 4 0.04 71.42 1040 | 6 0.06 71.48 1045 | 10 0.10 71.58 1047 | 1 0.01 71.59 1050 | 27 0.27 71.86 1054 | 1 0.01 71.87 1060 | 2 0.02 71.89 1070 | 30 0.30 72.19 1080 | 21 0.21 72.40 1091 | 3 0.03 72.43 1100 | 3 0.03 72.46 1105 | 1 0.01 72.47 1108 | 6 0.06 72.53 1110 | 6 0.06 72.59 1120 | 2 0.02 72.61 1130 | 10 0.10 72.71 1150 | 2 0.02 72.73 1160 | 2 0.02 72.75 1170 | 2 0.02 72.77 1175 | 1 0.01 72.78 1182 | 1 0.01 72.79 1190 | 5 0.05 72.84 1200 | 17 0.17 73.01 1210 | 3 0.03 73.04 1220 | 3 0.03 73.07 1230 | 4 0.04 73.11 1236 | 1 0.01 73.12 1240 | 1 0.01 73.13 1250 | 1 0.01 73.14 1260 | 4 0.04 73.18 1270 | 3 0.03 73.21 1280 | 8 0.08 73.29 1290 | 1 0.01 73.30 1300 | 3 0.03 73.33 1305 | 10 0.10 73.43 1310 | 3 0.03 73.46 1330 | 1 0.01 73.47 1340 | 24 0.24 73.71 1343 | 1 0.01 73.72 1345 | 2 0.02 73.74 1350 | 1 0.01 73.75 1351 | 1 0.01 73.76 1360 | 1 0.01 73.77 1364 | 15 0.15 73.92 1370 | 45 0.45 74.37 1380 | 12 0.12 74.49 1390 | 2 0.02 74.51 1400 | 6 0.06 74.57 1409 | 4 0.04 74.61 1410 | 11 0.11 74.72 1420 | 17 0.17 74.89 1430 | 8 0.08 74.97 1435 | 10 0.10 75.07 1440 | 13 0.13 75.20 1444 | 1 0.01 75.21 1457 | 1 0.01 75.22 1461 | 2 0.02 75.24 1465 | 5 0.05 75.29 1482 | 1 0.01 75.30 1485 | 1 0.01 75.31 1493 | 1 0.01 75.32 1500 | 4 0.04 75.36 1505 | 6 0.06 75.42 1508 | 1 0.01 75.43 1510 | 109 1.09 76.52 1520 | 3 0.03 76.55 1530 | 2 0.02 76.57 1534 | 1 0.01 76.58 1540 | 3 0.03 76.61 1550 | 2 0.02 76.63 1552 | 1 0.01 76.64 1560 | 12 0.12 76.76 1566 | 2 0.02 76.78 1567 | 1 0.01 76.79 1568 | 1 0.01 76.80 1570 | 3 0.03 76.83 1580 | 6 0.06 76.89 1590 | 2 0.02 76.91 1600 | 2 0.02 76.93 1603 | 5 0.05 76.98 1605 | 3 0.03 77.01 1610 | 2 0.02 77.03 1619 | 1 0.01 77.04 1620 | 3 0.03 77.07 1630 | 3 0.03 77.10 1645 | 1 0.01 77.11 1650 | 1 0.01 77.12 1660 | 15 0.15 77.27 1670 | 2 0.02 77.29 1685 | 1 0.01 77.30 1688 | 1 0.01 77.31 1690 | 21 0.21 77.52 1695 | 4 0.04 77.56 1700 | 11 0.11 77.67 1705 | 5 0.05 77.72 1710 | 3 0.03 77.75 1713 | 10 0.10 77.85 1716 | 5 0.05 77.90 1717 | 2 0.02 77.92 1720 | 1 0.01 77.93 1730 | 27 0.27 78.20 1740 | 6 0.06 78.26 1750 | 5 0.05 78.31 1755 | 3 0.03 78.34 1760 | 3 0.03 78.37 1770 | 5 0.05 78.42 1771 | 2 0.02 78.44 1780 | 3 0.03 78.47 1781 | 4 0.04 78.51 1782 | 9 0.09 78.60 1786 | 4 0.04 78.64 1790 | 2 0.02 78.66 1794 | 1 0.01 78.67 1800 | 1 0.01 78.68 1801 | 4 0.04 78.72 1805 | 1 0.01 78.73 1820 | 7 0.07 78.80 1825 | 4 0.04 78.84 1826 | 2 0.02 78.86 1830 | 2 0.02 78.88 1840 | 21 0.21 79.09 1842 | 2 0.02 79.11 1843 | 1 0.01 79.12 1845 | 3 0.03 79.15 1846 | 4 0.04 79.19 1850 | 3 0.03 79.22 1865 | 2 0.02 79.24 1870 | 3 0.03 79.27 1871 | 1 0.01 79.28 1880 | 4 0.04 79.32 1890 | 2 0.02 79.34 1895 | 1 0.01 79.35 1896 | 1 0.01 79.36 1900 | 1 0.01 79.37 1907 | 4 0.04 79.41 1910 | 2 0.02 79.43 1920 | 4 0.04 79.47 1925 | 2 0.02 79.49 1940 | 2 0.02 79.51 1947 | 2 0.02 79.53 1952 | 2 0.02 79.55 1953 | 1 0.01 79.56 1960 | 1 0.01 79.57 1970 | 23 0.23 79.80 1974 | 2 0.02 79.82 1975 | 1 0.01 79.83 1980 | 308 3.08 82.91 1990 | 10 0.10 83.01 2000 | 1 0.01 83.02 2005 | 6 0.06 83.08 2010 | 46 0.46 83.54 2020 | 11 0.11 83.65 2025 | 2 0.02 83.67 2030 | 3 0.03 83.70 2036 | 1 0.01 83.71 2050 | 11 0.11 83.82 2054 | 5 0.05 83.87 2057 | 1 0.01 83.88 2070 | 14 0.14 84.02 2073 | 1 0.01 84.03 2083 | 10 0.10 84.13 2085 | 1 0.01 84.14 2090 | 2 0.02 84.16 2100 | 15 0.15 84.31 2120 | 1 0.01 84.32 2130 | 29 0.29 84.61 2140 | 4 0.04 84.65 2146 | 3 0.03 84.68 2150 | 13 0.13 84.81 2157 | 2 0.02 84.83 2180 | 9 0.09 84.92 2182 | 1 0.01 84.93 2190 | 5 0.05 84.98 2199 | 4 0.04 85.02 2200 | 16 0.16 85.18 2205 | 1 0.01 85.19 2209 | 1 0.01 85.20 2210 | 1 0.01 85.21 2219 | 2 0.02 85.23 2220 | 15 0.15 85.38 2225 | 1 0.01 85.39 2230 | 4 0.04 85.43 2234 | 2 0.02 85.45 2235 | 3 0.03 85.48 2238 | 4 0.04 85.52 2240 | 3 0.03 85.55 2250 | 1 0.01 85.56 2255 | 1 0.01 85.57 2260 | 4 0.04 85.61 2270 | 15 0.15 85.76 2278 | 11 0.11 85.87 2280 | 1 0.01 85.88 2285 | 1 0.01 85.89 2290 | 3 0.03 85.92 2294 | 1 0.01 85.93 2300 | 1 0.01 85.94 2311 | 3 0.03 85.97 2312 | 1 0.01 85.98 2320 | 18 0.18 86.16 2327 | 4 0.04 86.20 2330 | 8 0.08 86.28 2340 | 17 0.17 86.45 2350 | 2 0.02 86.47 2360 | 26 0.26 86.73 2370 | 3 0.03 86.76 2375 | 5 0.05 86.81 2380 | 4 0.04 86.85 2390 | 2 0.02 86.87 2400 | 2 0.02 86.89 2405 | 1 0.01 86.90 2406 | 1 0.01 86.91 2410 | 1 0.01 86.92 2420 | 7 0.07 86.99 2424 | 7 0.07 87.06 2427 | 3 0.03 87.09 2431 | 4 0.04 87.13 2439 | 3 0.03 87.16 2440 | 4 0.04 87.20 2445 | 1 0.01 87.21 2446 | 2 0.02 87.23 2450 | 4 0.04 87.27 2451 | 4 0.04 87.31 2458 | 2 0.02 87.33 2460 | 2 0.02 87.35 2468 | 10 0.10 87.45 2470 | 3 0.03 87.48 2480 | 43 0.43 87.91 2485 | 1 0.01 87.92 2490 | 12 0.12 88.04 2500 | 1 0.01 88.05 2510 | 15 0.15 88.20 2530 | 7 0.07 88.27 2540 | 4 0.04 88.31 2541 | 5 0.05 88.36 2545 | 1 0.01 88.37 2550 | 34 0.34 88.71 2555 | 2 0.02 88.73 2560 | 7 0.07 88.80 2564 | 2 0.02 88.82 2570 | 19 0.19 89.01 2580 | 8 0.08 89.09 2590 | 1 0.01 89.10 2592 | 1 0.01 89.11 2595 | 1 0.01 89.12 2600 | 5 0.05 89.17 2601 | 5 0.05 89.22 2605 | 1 0.01 89.23 2620 | 12 0.12 89.35 2625 | 1 0.01 89.36 2630 | 3 0.03 89.39 2645 | 15 0.15 89.54 2646 | 2 0.02 89.56 2650 | 10 0.10 89.66 2658 | 1 0.01 89.67 2660 | 10 0.10 89.77 2670 | 2 0.02 89.79 2674 | 1 0.01 89.80 2680 | 1 0.01 89.81 2684 | 3 0.03 89.84 2690 | 4 0.04 89.88 2691 | 1 0.01 89.89 2700 | 11 0.11 90.00 2705 | 2 0.02 90.02 2710 | 2 0.02 90.04 2712 | 1 0.01 90.05 2713 | 2 0.02 90.07 2715 | 1 0.01 90.08 2719 | 1 0.01 90.09 2720 | 6 0.06 90.15 2730 | 38 0.38 90.53 2740 | 2 0.02 90.55 2749 | 3 0.03 90.58 2750 | 1 0.01 90.59 2760 | 2 0.02 90.61 2763 | 2 0.02 90.63 2770 | 8 0.08 90.71 2780 | 14 0.14 90.85 2790 | 8 0.08 90.93 2800 | 3 0.03 90.96 2806 | 4 0.04 91.00 2814 | 1 0.01 91.01 2830 | 1 0.01 91.02 2838 | 1 0.01 91.03 2840 | 3 0.03 91.06 2870 | 17 0.17 91.23 2880 | 14 0.14 91.37 2882 | 4 0.04 91.41 2890 | 5 0.05 91.46 2894 | 1 0.01 91.47 2900 | 6 0.06 91.53 2904 | 3 0.03 91.56 2906 | 1 0.01 91.57 2910 | 1 0.01 91.58 2916 | 8 0.08 91.66 2920 | 1 0.01 91.67 2922 | 9 0.09 91.76 2929 | 1 0.01 91.77 2935 | 2 0.02 91.79 2940 | 9 0.09 91.88 2941 | 1 0.01 91.89 2948 | 10 0.10 91.99 2950 | 60 0.60 92.59 2960 | 5 0.05 92.64 2970 | 4 0.04 92.68 2975 | 2 0.02 92.70 2980 | 6 0.06 92.76 3000 | 12 0.12 92.88 3010 | 9 0.09 92.97 3022 | 1 0.01 92.98 3030 | 4 0.04 93.02 3050 | 7 0.07 93.09 3070 | 23 0.23 93.32 3080 | 2 0.02 93.34 3100 | 2 0.02 93.36 3105 | 2 0.02 93.38 3110 | 7 0.07 93.45 3120 | 1 0.01 93.46 3147 | 3 0.03 93.49 3150 | 42 0.42 93.91 3155 | 2 0.02 93.93 3158 | 1 0.01 93.94 3163 | 1 0.01 93.95 3170 | 1 0.01 93.96 3175 | 1 0.01 93.97 3180 | 7 0.07 94.04 3190 | 18 0.18 94.22 3192 | 1 0.01 94.23 3193 | 1 0.01 94.24 3200 | 2 0.02 94.26 3210 | 28 0.28 94.54 3230 | 3 0.03 94.57 3240 | 2 0.02 94.59 3250 | 1 0.01 94.60 3260 | 78 0.78 95.38 3270 | 3 0.03 95.41 3290 | 42 0.42 95.83 3300 | 7 0.07 95.90 3306 | 1 0.01 95.91 3310 | 3 0.03 95.94 3311 | 1 0.01 95.95 3315 | 1 0.01 95.96 3320 | 4 0.04 96.00 3326 | 1 0.01 96.01 3330 | 3 0.03 96.04 3340 | 54 0.54 96.58 3351 | 4 0.04 96.62 3360 | 4 0.04 96.66 3370 | 1 0.01 96.67 3375 | 6 0.06 96.73 3390 | 5 0.05 96.78 3410 | 4 0.04 96.82 3420 | 16 0.16 96.98 3430 | 12 0.12 97.10 3440 | 9 0.09 97.19 3445 | 6 0.06 97.25 3450 | 6 0.06 97.31 3455 | 4 0.04 97.35 3460 | 5 0.05 97.40 3470 | 6 0.06 97.46 3480 | 2 0.02 97.48 3490 | 8 0.08 97.56 3499 | 2 0.02 97.58 3520 | 4 0.04 97.62 3530 | 2 0.02 97.64 3558 | 8 0.08 97.72 3560 | 1 0.01 97.73 3570 | 1 0.01 97.74 3590 | 1 0.01 97.75 3600 | 1 0.01 97.76 3604 | 2 0.02 97.78 3605 | 1 0.01 97.79 3620 | 1 0.01 97.80 3630 | 1 0.01 97.81 3641 | 4 0.04 97.85 3645 | 1 0.01 97.86 3660 | 1 0.01 97.87 3670 | 6 0.06 97.93 3686 | 3 0.03 97.96 3690 | 5 0.05 98.01 3697 | 1 0.01 98.02 3720 | 3 0.03 98.05 3730 | 6 0.06 98.11 3760 | 4 0.04 98.15 3762 | 1 0.01 98.16 3770 | 20 0.20 98.36 3780 | 1 0.01 98.37 3790 | 5 0.05 98.42 3810 | 4 0.04 98.46 3811 | 1 0.01 98.47 3851 | 5 0.05 98.52 3860 | 8 0.08 98.60 3870 | 6 0.06 98.66 3880 | 3 0.03 98.69 3900 | 2 0.02 98.71 3920 | 1 0.01 98.72 3930 | 1 0.01 98.73 3934 | 1 0.01 98.74 3950 | 3 0.03 98.77 3960 | 3 0.03 98.80 3970 | 3 0.03 98.83 3993 | 2 0.02 98.85 4000 | 1 0.01 98.86 4010 | 4 0.04 98.90 4020 | 7 0.07 98.97 4027 | 9 0.09 99.06 4030 | 1 0.01 99.07 4040 | 8 0.08 99.15 4050 | 3 0.03 99.18 4060 | 8 0.08 99.26 4070 | 2 0.02 99.28 4090 | 2 0.02 99.30 4100 | 2 0.02 99.32 4110 | 1 0.01 99.33 4120 | 12 0.12 99.45 4124 | 1 0.01 99.46 4130 | 5 0.05 99.51 4156 | 2 0.02 99.53 4163 | 1 0.01 99.54 4180 | 1 0.01 99.55 4190 | 2 0.02 99.57 4258 | 2 0.02 99.59 4267 | 3 0.03 99.62 4280 | 1 0.01 99.63 4290 | 5 0.05 99.68 4291 | 3 0.03 99.71 4340 | 2 0.02 99.73 4790 | 2 0.02 99.75 5230 | 1 0.01 99.76 5720 | 1 0.01 99.77 9997 | 13 0.13 99.90 9999 | 10 0.10 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016