Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,183 51.83 51.83 3 | 1 0.01 51.84 8 | 1 0.01 51.85 10 | 59 0.59 52.44 12 | 2 0.02 52.46 15 | 2 0.02 52.48 20 | 4 0.04 52.52 22 | 3 0.03 52.55 30 | 7 0.07 52.62 47 | 2 0.02 52.64 50 | 11 0.11 52.75 59 | 4 0.04 52.79 60 | 4 0.04 52.83 64 | 1 0.01 52.84 65 | 4 0.04 52.88 66 | 2 0.02 52.90 70 | 4 0.04 52.94 80 | 70 0.70 53.64 82 | 1 0.01 53.65 89 | 2 0.02 53.67 90 | 12 0.12 53.79 98 | 2 0.02 53.81 99 | 1 0.01 53.82 100 | 5 0.05 53.87 101 | 1 0.01 53.88 104 | 2 0.02 53.90 105 | 1 0.01 53.91 108 | 1 0.01 53.92 110 | 31 0.31 54.23 120 | 6 0.06 54.29 126 | 1 0.01 54.30 130 | 28 0.28 54.58 131 | 1 0.01 54.59 140 | 6 0.06 54.65 150 | 3 0.03 54.68 155 | 2 0.02 54.70 156 | 1 0.01 54.71 158 | 2 0.02 54.73 160 | 9 0.09 54.82 170 | 25 0.25 55.07 180 | 2 0.02 55.09 182 | 1 0.01 55.10 183 | 1 0.01 55.11 185 | 4 0.04 55.15 189 | 2 0.02 55.17 190 | 4 0.04 55.21 195 | 2 0.02 55.23 200 | 18 0.18 55.41 205 | 2 0.02 55.43 210 | 8 0.08 55.51 213 | 1 0.01 55.52 214 | 3 0.03 55.55 217 | 1 0.01 55.56 219 | 1 0.01 55.57 220 | 4 0.04 55.61 222 | 3 0.03 55.64 223 | 5 0.05 55.69 225 | 8 0.08 55.77 227 | 1 0.01 55.78 228 | 2 0.02 55.80 229 | 4 0.04 55.84 230 | 5 0.05 55.89 233 | 2 0.02 55.91 235 | 2 0.02 55.93 237 | 2 0.02 55.95 240 | 22 0.22 56.17 244 | 1 0.01 56.18 245 | 6 0.06 56.24 250 | 4 0.04 56.28 253 | 3 0.03 56.31 255 | 5 0.05 56.36 256 | 12 0.12 56.48 258 | 2 0.02 56.50 260 | 5 0.05 56.55 261 | 1 0.01 56.56 263 | 1 0.01 56.57 265 | 1 0.01 56.58 267 | 6 0.06 56.64 268 | 2 0.02 56.66 270 | 2 0.02 56.68 272 | 1 0.01 56.69 280 | 18 0.18 56.87 290 | 45 0.45 57.32 293 | 3 0.03 57.35 300 | 3 0.03 57.38 305 | 7 0.07 57.45 306 | 4 0.04 57.49 310 | 6 0.06 57.55 312 | 1 0.01 57.56 315 | 1 0.01 57.57 326 | 2 0.02 57.59 330 | 27 0.27 57.86 332 | 2 0.02 57.88 335 | 1 0.01 57.89 336 | 1 0.01 57.90 338 | 3 0.03 57.93 339 | 6 0.06 57.99 340 | 16 0.16 58.15 349 | 1 0.01 58.16 350 | 46 0.46 58.62 355 | 2 0.02 58.64 360 | 8 0.08 58.72 365 | 4 0.04 58.76 368 | 10 0.10 58.86 370 | 177 1.77 60.63 375 | 2 0.02 60.65 376 | 1 0.01 60.66 380 | 9 0.09 60.75 385 | 5 0.05 60.80 386 | 6 0.06 60.86 387 | 1 0.01 60.87 388 | 1 0.01 60.88 390 | 2 0.02 60.90 400 | 3 0.03 60.93 402 | 3 0.03 60.96 410 | 6 0.06 61.02 420 | 25 0.25 61.27 425 | 2 0.02 61.29 428 | 1 0.01 61.30 430 | 41 0.41 61.71 431 | 2 0.02 61.73 432 | 1 0.01 61.74 434 | 2 0.02 61.76 435 | 2 0.02 61.78 439 | 1 0.01 61.79 440 | 7 0.07 61.86 450 | 12 0.12 61.98 453 | 1 0.01 61.99 457 | 4 0.04 62.03 460 | 7 0.07 62.10 470 | 4 0.04 62.14 472 | 1 0.01 62.15 475 | 3 0.03 62.18 480 | 10 0.10 62.28 486 | 4 0.04 62.32 489 | 1 0.01 62.33 490 | 33 0.33 62.66 495 | 2 0.02 62.68 500 | 1 0.01 62.69 502 | 3 0.03 62.72 505 | 1 0.01 62.73 510 | 13 0.13 62.86 520 | 13 0.13 62.99 521 | 1 0.01 63.00 523 | 1 0.01 63.01 528 | 1 0.01 63.02 530 | 48 0.48 63.50 537 | 1 0.01 63.51 538 | 9 0.09 63.60 540 | 3 0.03 63.63 541 | 2 0.02 63.65 550 | 4 0.04 63.69 555 | 5 0.05 63.74 560 | 11 0.11 63.85 565 | 1 0.01 63.86 570 | 8 0.08 63.94 572 | 3 0.03 63.97 580 | 3 0.03 64.00 584 | 1 0.01 64.01 585 | 1 0.01 64.02 597 | 2 0.02 64.04 600 | 41 0.41 64.45 602 | 8 0.08 64.53 605 | 1 0.01 64.54 610 | 7 0.07 64.61 612 | 6 0.06 64.67 620 | 10 0.10 64.77 630 | 3 0.03 64.80 632 | 4 0.04 64.84 633 | 2 0.02 64.86 639 | 5 0.05 64.91 640 | 4 0.04 64.95 649 | 3 0.03 64.98 650 | 6 0.06 65.04 660 | 7 0.07 65.11 663 | 1 0.01 65.12 669 | 4 0.04 65.16 670 | 5 0.05 65.21 672 | 3 0.03 65.24 680 | 12 0.12 65.36 686 | 3 0.03 65.39 691 | 4 0.04 65.43 700 | 9 0.09 65.52 710 | 15 0.15 65.67 713 | 2 0.02 65.69 715 | 3 0.03 65.72 718 | 3 0.03 65.75 720 | 2 0.02 65.77 722 | 3 0.03 65.80 740 | 6 0.06 65.86 749 | 2 0.02 65.88 750 | 2 0.02 65.90 756 | 4 0.04 65.94 760 | 2 0.02 65.96 765 | 3 0.03 65.99 770 | 2 0.02 66.01 771 | 5 0.05 66.06 775 | 1 0.01 66.07 780 | 9 0.09 66.16 782 | 2 0.02 66.18 785 | 2 0.02 66.20 787 | 4 0.04 66.24 790 | 11 0.11 66.35 800 | 2 0.02 66.37 804 | 9 0.09 66.46 810 | 37 0.37 66.83 811 | 4 0.04 66.87 817 | 4 0.04 66.91 820 | 7 0.07 66.98 822 | 1 0.01 66.99 823 | 3 0.03 67.02 825 | 6 0.06 67.08 830 | 3 0.03 67.11 833 | 4 0.04 67.15 835 | 1 0.01 67.16 840 | 1 0.01 67.17 843 | 2 0.02 67.19 845 | 2 0.02 67.21 850 | 14 0.14 67.35 852 | 2 0.02 67.37 854 | 4 0.04 67.41 858 | 3 0.03 67.44 860 | 11 0.11 67.55 865 | 1 0.01 67.56 870 | 1 0.01 67.57 880 | 13 0.13 67.70 883 | 1 0.01 67.71 890 | 7 0.07 67.78 893 | 1 0.01 67.79 908 | 1 0.01 67.80 920 | 17 0.17 67.97 922 | 2 0.02 67.99 930 | 12 0.12 68.11 940 | 4 0.04 68.15 944 | 1 0.01 68.16 945 | 2 0.02 68.18 947 | 1 0.01 68.19 950 | 1 0.01 68.20 960 | 6 0.06 68.26 970 | 6 0.06 68.32 975 | 4 0.04 68.36 980 | 1 0.01 68.37 1000 | 3 0.03 68.40 1003 | 1 0.01 68.41 1010 | 1 0.01 68.42 1027 | 1 0.01 68.43 1030 | 2 0.02 68.45 1045 | 6 0.06 68.51 1047 | 1 0.01 68.52 1050 | 19 0.19 68.71 1054 | 1 0.01 68.72 1060 | 3 0.03 68.75 1065 | 3 0.03 68.78 1070 | 16 0.16 68.94 1071 | 3 0.03 68.97 1080 | 21 0.21 69.18 1090 | 1 0.01 69.19 1091 | 2 0.02 69.21 1100 | 3 0.03 69.24 1105 | 1 0.01 69.25 1110 | 19 0.19 69.44 1130 | 18 0.18 69.62 1153 | 1 0.01 69.63 1160 | 4 0.04 69.67 1176 | 1 0.01 69.68 1182 | 7 0.07 69.75 1188 | 2 0.02 69.77 1200 | 23 0.23 70.00 1210 | 2 0.02 70.02 1220 | 2 0.02 70.04 1230 | 1 0.01 70.05 1250 | 1 0.01 70.06 1254 | 1 0.01 70.07 1260 | 6 0.06 70.13 1270 | 1 0.01 70.14 1274 | 1 0.01 70.15 1280 | 12 0.12 70.27 1290 | 2 0.02 70.29 1300 | 2 0.02 70.31 1305 | 19 0.19 70.50 1310 | 11 0.11 70.61 1315 | 2 0.02 70.63 1320 | 1 0.01 70.64 1335 | 2 0.02 70.66 1340 | 13 0.13 70.79 1343 | 3 0.03 70.82 1345 | 9 0.09 70.91 1360 | 2 0.02 70.93 1364 | 16 0.16 71.09 1370 | 49 0.49 71.58 1380 | 10 0.10 71.68 1390 | 2 0.02 71.70 1400 | 3 0.03 71.73 1405 | 1 0.01 71.74 1410 | 16 0.16 71.90 1420 | 12 0.12 72.02 1430 | 12 0.12 72.14 1435 | 8 0.08 72.22 1440 | 5 0.05 72.27 1445 | 2 0.02 72.29 1450 | 1 0.01 72.30 1452 | 1 0.01 72.31 1461 | 1 0.01 72.32 1465 | 1 0.01 72.33 1480 | 2 0.02 72.35 1482 | 3 0.03 72.38 1490 | 1 0.01 72.39 1493 | 1 0.01 72.40 1500 | 6 0.06 72.46 1502 | 1 0.01 72.47 1505 | 2 0.02 72.49 1507 | 1 0.01 72.50 1508 | 1 0.01 72.51 1510 | 58 0.58 73.09 1520 | 1 0.01 73.10 1530 | 2 0.02 73.12 1534 | 1 0.01 73.13 1540 | 3 0.03 73.16 1550 | 9 0.09 73.25 1552 | 2 0.02 73.27 1560 | 11 0.11 73.38 1567 | 1 0.01 73.39 1580 | 6 0.06 73.45 1590 | 8 0.08 73.53 1600 | 1 0.01 73.54 1603 | 9 0.09 73.63 1605 | 2 0.02 73.65 1615 | 1 0.01 73.66 1620 | 2 0.02 73.68 1660 | 17 0.17 73.85 1662 | 1 0.01 73.86 1670 | 5 0.05 73.91 1688 | 3 0.03 73.94 1690 | 15 0.15 74.09 1695 | 6 0.06 74.15 1700 | 15 0.15 74.30 1713 | 14 0.14 74.44 1716 | 6 0.06 74.50 1717 | 2 0.02 74.52 1730 | 20 0.20 74.72 1740 | 4 0.04 74.76 1745 | 1 0.01 74.77 1750 | 5 0.05 74.82 1755 | 3 0.03 74.85 1760 | 3 0.03 74.88 1762 | 1 0.01 74.89 1770 | 2 0.02 74.91 1779 | 2 0.02 74.93 1780 | 4 0.04 74.97 1782 | 2 0.02 74.99 1790 | 3 0.03 75.02 1800 | 1 0.01 75.03 1808 | 5 0.05 75.08 1820 | 10 0.10 75.18 1823 | 2 0.02 75.20 1825 | 5 0.05 75.25 1826 | 1 0.01 75.26 1830 | 1 0.01 75.27 1831 | 1 0.01 75.28 1840 | 10 0.10 75.38 1842 | 1 0.01 75.39 1845 | 5 0.05 75.44 1850 | 4 0.04 75.48 1852 | 2 0.02 75.50 1866 | 1 0.01 75.51 1867 | 1 0.01 75.52 1870 | 2 0.02 75.54 1871 | 2 0.02 75.56 1876 | 3 0.03 75.59 1880 | 1 0.01 75.60 1890 | 3 0.03 75.63 1895 | 1 0.01 75.64 1896 | 1 0.01 75.65 1910 | 1 0.01 75.66 1912 | 3 0.03 75.69 1919 | 1 0.01 75.70 1920 | 2 0.02 75.72 1925 | 1 0.01 75.73 1927 | 2 0.02 75.75 1930 | 1 0.01 75.76 1940 | 3 0.03 75.79 1942 | 1 0.01 75.80 1947 | 2 0.02 75.82 1950 | 2 0.02 75.84 1955 | 1 0.01 75.85 1960 | 1 0.01 75.86 1970 | 50 0.50 76.36 1975 | 1 0.01 76.37 1980 | 472 4.72 81.09 1990 | 3 0.03 81.12 2000 | 5 0.05 81.17 2005 | 2 0.02 81.19 2010 | 42 0.42 81.61 2020 | 18 0.18 81.79 2030 | 3 0.03 81.82 2035 | 1 0.01 81.83 2036 | 2 0.02 81.85 2040 | 2 0.02 81.87 2050 | 13 0.13 82.00 2055 | 3 0.03 82.03 2056 | 2 0.02 82.05 2060 | 3 0.03 82.08 2070 | 9 0.09 82.17 2083 | 1 0.01 82.18 2084 | 3 0.03 82.21 2090 | 5 0.05 82.26 2100 | 24 0.24 82.50 2110 | 2 0.02 82.52 2130 | 21 0.21 82.73 2136 | 1 0.01 82.74 2140 | 3 0.03 82.77 2141 | 1 0.01 82.78 2146 | 2 0.02 82.80 2150 | 6 0.06 82.86 2157 | 2 0.02 82.88 2160 | 1 0.01 82.89 2170 | 1 0.01 82.90 2180 | 1 0.01 82.91 2182 | 5 0.05 82.96 2190 | 2 0.02 82.98 2199 | 3 0.03 83.01 2200 | 11 0.11 83.12 2205 | 2 0.02 83.14 2210 | 2 0.02 83.16 2217 | 1 0.01 83.17 2219 | 1 0.01 83.18 2220 | 6 0.06 83.24 2230 | 6 0.06 83.30 2235 | 1 0.01 83.31 2238 | 3 0.03 83.34 2240 | 5 0.05 83.39 2250 | 4 0.04 83.43 2260 | 7 0.07 83.50 2270 | 13 0.13 83.63 2276 | 9 0.09 83.72 2280 | 3 0.03 83.75 2285 | 1 0.01 83.76 2290 | 2 0.02 83.78 2300 | 3 0.03 83.81 2304 | 2 0.02 83.83 2305 | 1 0.01 83.84 2310 | 1 0.01 83.85 2311 | 4 0.04 83.89 2320 | 26 0.26 84.15 2324 | 2 0.02 84.17 2330 | 7 0.07 84.24 2340 | 8 0.08 84.32 2350 | 3 0.03 84.35 2355 | 2 0.02 84.37 2360 | 17 0.17 84.54 2370 | 5 0.05 84.59 2375 | 4 0.04 84.63 2380 | 2 0.02 84.65 2390 | 2 0.02 84.67 2400 | 8 0.08 84.75 2405 | 1 0.01 84.76 2410 | 4 0.04 84.80 2420 | 3 0.03 84.83 2424 | 5 0.05 84.88 2427 | 1 0.01 84.89 2430 | 1 0.01 84.90 2431 | 1 0.01 84.91 2438 | 1 0.01 84.92 2439 | 2 0.02 84.94 2440 | 7 0.07 85.01 2447 | 2 0.02 85.03 2450 | 5 0.05 85.08 2451 | 1 0.01 85.09 2458 | 13 0.13 85.22 2460 | 4 0.04 85.26 2468 | 1 0.01 85.27 2480 | 49 0.49 85.76 2490 | 8 0.08 85.84 2494 | 1 0.01 85.85 2500 | 2 0.02 85.87 2510 | 17 0.17 86.04 2520 | 1 0.01 86.05 2530 | 4 0.04 86.09 2540 | 10 0.10 86.19 2541 | 5 0.05 86.24 2550 | 35 0.35 86.59 2555 | 4 0.04 86.63 2560 | 11 0.11 86.74 2562 | 3 0.03 86.77 2564 | 1 0.01 86.78 2570 | 11 0.11 86.89 2573 | 3 0.03 86.92 2580 | 1 0.01 86.93 2587 | 1 0.01 86.94 2590 | 3 0.03 86.97 2600 | 4 0.04 87.01 2601 | 2 0.02 87.03 2610 | 1 0.01 87.04 2620 | 17 0.17 87.21 2625 | 3 0.03 87.24 2630 | 5 0.05 87.29 2645 | 8 0.08 87.37 2646 | 1 0.01 87.38 2650 | 11 0.11 87.49 2652 | 1 0.01 87.50 2660 | 5 0.05 87.55 2670 | 4 0.04 87.59 2675 | 3 0.03 87.62 2680 | 5 0.05 87.67 2684 | 1 0.01 87.68 2690 | 5 0.05 87.73 2700 | 21 0.21 87.94 2705 | 4 0.04 87.98 2710 | 3 0.03 88.01 2713 | 2 0.02 88.03 2715 | 1 0.01 88.04 2716 | 1 0.01 88.05 2720 | 1 0.01 88.06 2730 | 17 0.17 88.23 2740 | 1 0.01 88.24 2749 | 4 0.04 88.28 2750 | 3 0.03 88.31 2770 | 4 0.04 88.35 2780 | 5 0.05 88.40 2785 | 1 0.01 88.41 2787 | 1 0.01 88.42 2790 | 7 0.07 88.49 2800 | 2 0.02 88.51 2810 | 3 0.03 88.54 2820 | 1 0.01 88.55 2830 | 2 0.02 88.57 2838 | 3 0.03 88.60 2840 | 8 0.08 88.68 2850 | 2 0.02 88.70 2870 | 18 0.18 88.88 2880 | 10 0.10 88.98 2882 | 3 0.03 89.01 2890 | 3 0.03 89.04 2897 | 1 0.01 89.05 2900 | 7 0.07 89.12 2904 | 9 0.09 89.21 2910 | 3 0.03 89.24 2916 | 4 0.04 89.28 2929 | 4 0.04 89.32 2935 | 4 0.04 89.36 2940 | 14 0.14 89.50 2948 | 3 0.03 89.53 2950 | 51 0.51 90.04 2960 | 11 0.11 90.15 2970 | 6 0.06 90.21 2975 | 2 0.02 90.23 2980 | 7 0.07 90.30 2982 | 1 0.01 90.31 2985 | 1 0.01 90.32 2990 | 1 0.01 90.33 3000 | 11 0.11 90.44 3010 | 5 0.05 90.49 3020 | 2 0.02 90.51 3030 | 5 0.05 90.56 3040 | 1 0.01 90.57 3043 | 1 0.01 90.58 3050 | 4 0.04 90.62 3060 | 4 0.04 90.66 3070 | 34 0.34 91.00 3080 | 3 0.03 91.03 3090 | 1 0.01 91.04 3092 | 1 0.01 91.05 3100 | 2 0.02 91.07 3105 | 5 0.05 91.12 3110 | 1 0.01 91.13 3120 | 1 0.01 91.14 3122 | 1 0.01 91.15 3125 | 1 0.01 91.16 3150 | 74 0.74 91.90 3160 | 1 0.01 91.91 3180 | 10 0.10 92.01 3190 | 13 0.13 92.14 3192 | 1 0.01 92.15 3210 | 25 0.25 92.40 3220 | 2 0.02 92.42 3240 | 3 0.03 92.45 3250 | 5 0.05 92.50 3260 | 181 1.81 94.31 3270 | 3 0.03 94.34 3275 | 1 0.01 94.35 3278 | 1 0.01 94.36 3280 | 3 0.03 94.39 3290 | 75 0.75 95.14 3300 | 7 0.07 95.21 3310 | 2 0.02 95.23 3320 | 1 0.01 95.24 3327 | 2 0.02 95.26 3330 | 1 0.01 95.27 3340 | 77 0.77 96.04 3351 | 3 0.03 96.07 3360 | 5 0.05 96.12 3370 | 4 0.04 96.16 3375 | 5 0.05 96.21 3380 | 1 0.01 96.22 3384 | 1 0.01 96.23 3390 | 8 0.08 96.31 3400 | 1 0.01 96.32 3410 | 1 0.01 96.33 3412 | 3 0.03 96.36 3418 | 1 0.01 96.37 3420 | 30 0.30 96.67 3430 | 7 0.07 96.74 3440 | 9 0.09 96.83 3450 | 8 0.08 96.91 3455 | 5 0.05 96.96 3460 | 5 0.05 97.01 3470 | 11 0.11 97.12 3480 | 3 0.03 97.15 3490 | 11 0.11 97.26 3499 | 5 0.05 97.31 3520 | 1 0.01 97.32 3530 | 1 0.01 97.33 3558 | 8 0.08 97.41 3560 | 1 0.01 97.42 3570 | 1 0.01 97.43 3590 | 2 0.02 97.45 3630 | 5 0.05 97.50 3641 | 7 0.07 97.57 3645 | 2 0.02 97.59 3655 | 1 0.01 97.60 3660 | 1 0.01 97.61 3686 | 3 0.03 97.64 3690 | 3 0.03 97.67 3697 | 1 0.01 97.68 3720 | 2 0.02 97.70 3730 | 3 0.03 97.73 3760 | 2 0.02 97.75 3770 | 22 0.22 97.97 3780 | 3 0.03 98.00 3790 | 6 0.06 98.06 3810 | 4 0.04 98.10 3820 | 2 0.02 98.12 3840 | 1 0.01 98.13 3853 | 1 0.01 98.14 3860 | 5 0.05 98.19 3870 | 17 0.17 98.36 3880 | 2 0.02 98.38 3900 | 1 0.01 98.39 3920 | 6 0.06 98.45 3930 | 1 0.01 98.46 3950 | 2 0.02 98.48 3960 | 5 0.05 98.53 3970 | 2 0.02 98.55 3990 | 1 0.01 98.56 3993 | 2 0.02 98.58 4000 | 12 0.12 98.70 4010 | 3 0.03 98.73 4020 | 12 0.12 98.85 4027 | 10 0.10 98.95 4030 | 3 0.03 98.98 4040 | 11 0.11 99.09 4045 | 1 0.01 99.10 4050 | 4 0.04 99.14 4060 | 7 0.07 99.21 4069 | 2 0.02 99.23 4070 | 4 0.04 99.27 4090 | 3 0.03 99.30 4100 | 6 0.06 99.36 4120 | 9 0.09 99.45 4124 | 2 0.02 99.47 4126 | 1 0.01 99.48 4130 | 15 0.15 99.63 4135 | 1 0.01 99.64 4156 | 1 0.01 99.65 4163 | 5 0.05 99.70 4180 | 1 0.01 99.71 4190 | 5 0.05 99.76 4200 | 1 0.01 99.77 4258 | 3 0.03 99.80 4259 | 1 0.01 99.81 4265 | 3 0.03 99.84 4266 | 1 0.01 99.85 4267 | 2 0.02 99.87 4270 | 1 0.01 99.88 9997 | 10 0.10 99.98 9999 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016