Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,363 53.63 53.63 3 | 3 0.03 53.66 7 | 2 0.02 53.68 8 | 1 0.01 53.69 10 | 65 0.65 54.34 20 | 3 0.03 54.37 22 | 2 0.02 54.39 30 | 9 0.09 54.48 34 | 2 0.02 54.50 41 | 1 0.01 54.51 46 | 2 0.02 54.53 47 | 3 0.03 54.56 49 | 1 0.01 54.57 50 | 5 0.05 54.62 59 | 9 0.09 54.71 60 | 7 0.07 54.78 63 | 2 0.02 54.80 64 | 2 0.02 54.82 66 | 2 0.02 54.84 70 | 2 0.02 54.86 72 | 1 0.01 54.87 80 | 40 0.40 55.27 83 | 2 0.02 55.29 90 | 7 0.07 55.36 91 | 1 0.01 55.37 100 | 4 0.04 55.41 104 | 5 0.05 55.46 110 | 24 0.24 55.70 114 | 1 0.01 55.71 115 | 6 0.06 55.77 120 | 9 0.09 55.86 130 | 40 0.40 56.26 140 | 3 0.03 56.29 145 | 1 0.01 56.30 151 | 1 0.01 56.31 155 | 1 0.01 56.32 160 | 9 0.09 56.41 170 | 16 0.16 56.57 180 | 4 0.04 56.61 185 | 1 0.01 56.62 190 | 7 0.07 56.69 200 | 27 0.27 56.96 205 | 1 0.01 56.97 210 | 2 0.02 56.99 217 | 2 0.02 57.01 220 | 3 0.03 57.04 224 | 2 0.02 57.06 225 | 5 0.05 57.11 227 | 1 0.01 57.12 228 | 2 0.02 57.14 229 | 2 0.02 57.16 230 | 8 0.08 57.24 233 | 1 0.01 57.25 235 | 1 0.01 57.26 237 | 5 0.05 57.31 240 | 28 0.28 57.59 244 | 1 0.01 57.60 245 | 5 0.05 57.65 250 | 6 0.06 57.71 253 | 3 0.03 57.74 255 | 3 0.03 57.77 256 | 2 0.02 57.79 260 | 8 0.08 57.87 265 | 3 0.03 57.90 266 | 2 0.02 57.92 267 | 3 0.03 57.95 268 | 3 0.03 57.98 270 | 2 0.02 58.00 280 | 23 0.23 58.23 286 | 1 0.01 58.24 290 | 38 0.38 58.62 293 | 1 0.01 58.63 295 | 1 0.01 58.64 299 | 1 0.01 58.65 300 | 2 0.02 58.67 305 | 5 0.05 58.72 306 | 4 0.04 58.76 310 | 5 0.05 58.81 318 | 1 0.01 58.82 320 | 1 0.01 58.83 322 | 1 0.01 58.84 330 | 17 0.17 59.01 332 | 1 0.01 59.02 338 | 1 0.01 59.03 339 | 2 0.02 59.05 340 | 7 0.07 59.12 349 | 2 0.02 59.14 350 | 49 0.49 59.63 355 | 2 0.02 59.65 360 | 5 0.05 59.70 365 | 2 0.02 59.72 368 | 3 0.03 59.75 370 | 142 1.42 61.17 375 | 2 0.02 61.19 380 | 4 0.04 61.23 385 | 8 0.08 61.31 386 | 5 0.05 61.36 387 | 2 0.02 61.38 388 | 1 0.01 61.39 392 | 2 0.02 61.41 400 | 5 0.05 61.46 402 | 1 0.01 61.47 410 | 3 0.03 61.50 415 | 1 0.01 61.51 417 | 1 0.01 61.52 420 | 19 0.19 61.71 425 | 2 0.02 61.73 426 | 1 0.01 61.74 428 | 3 0.03 61.77 430 | 39 0.39 62.16 431 | 1 0.01 62.17 434 | 2 0.02 62.19 435 | 4 0.04 62.23 440 | 4 0.04 62.27 450 | 5 0.05 62.32 454 | 1 0.01 62.33 457 | 10 0.10 62.43 458 | 1 0.01 62.44 460 | 4 0.04 62.48 470 | 5 0.05 62.53 475 | 2 0.02 62.55 480 | 10 0.10 62.65 490 | 23 0.23 62.88 495 | 2 0.02 62.90 500 | 1 0.01 62.91 502 | 2 0.02 62.93 505 | 1 0.01 62.94 510 | 1 0.01 62.95 520 | 7 0.07 63.02 522 | 2 0.02 63.04 527 | 1 0.01 63.05 530 | 37 0.37 63.42 537 | 2 0.02 63.44 538 | 6 0.06 63.50 539 | 3 0.03 63.53 540 | 2 0.02 63.55 541 | 1 0.01 63.56 543 | 1 0.01 63.57 550 | 3 0.03 63.60 555 | 3 0.03 63.63 560 | 11 0.11 63.74 565 | 3 0.03 63.77 570 | 14 0.14 63.91 572 | 1 0.01 63.92 573 | 1 0.01 63.93 580 | 4 0.04 63.97 585 | 2 0.02 63.99 590 | 4 0.04 64.03 597 | 1 0.01 64.04 600 | 36 0.36 64.40 602 | 5 0.05 64.45 610 | 4 0.04 64.49 612 | 4 0.04 64.53 620 | 9 0.09 64.62 629 | 1 0.01 64.63 630 | 9 0.09 64.72 633 | 4 0.04 64.76 639 | 9 0.09 64.85 640 | 3 0.03 64.88 650 | 3 0.03 64.91 660 | 5 0.05 64.96 663 | 1 0.01 64.97 669 | 2 0.02 64.99 670 | 6 0.06 65.05 672 | 4 0.04 65.09 680 | 7 0.07 65.16 686 | 3 0.03 65.19 690 | 4 0.04 65.23 691 | 1 0.01 65.24 700 | 6 0.06 65.30 710 | 19 0.19 65.49 713 | 2 0.02 65.51 715 | 4 0.04 65.55 718 | 2 0.02 65.57 720 | 4 0.04 65.61 722 | 5 0.05 65.66 724 | 1 0.01 65.67 725 | 1 0.01 65.68 728 | 1 0.01 65.69 730 | 1 0.01 65.70 732 | 1 0.01 65.71 735 | 1 0.01 65.72 740 | 7 0.07 65.79 749 | 2 0.02 65.81 750 | 6 0.06 65.87 756 | 1 0.01 65.88 760 | 2 0.02 65.90 765 | 3 0.03 65.93 770 | 2 0.02 65.95 771 | 7 0.07 66.02 780 | 19 0.19 66.21 785 | 1 0.01 66.22 787 | 1 0.01 66.23 790 | 11 0.11 66.34 800 | 3 0.03 66.37 804 | 5 0.05 66.42 810 | 35 0.35 66.77 811 | 1 0.01 66.78 817 | 3 0.03 66.81 820 | 11 0.11 66.92 822 | 4 0.04 66.96 823 | 2 0.02 66.98 825 | 7 0.07 67.05 830 | 4 0.04 67.09 832 | 1 0.01 67.10 835 | 5 0.05 67.15 838 | 2 0.02 67.17 840 | 2 0.02 67.19 842 | 1 0.01 67.20 843 | 4 0.04 67.24 845 | 1 0.01 67.25 850 | 8 0.08 67.33 852 | 1 0.01 67.34 854 | 1 0.01 67.35 857 | 1 0.01 67.36 859 | 2 0.02 67.38 860 | 8 0.08 67.46 870 | 1 0.01 67.47 880 | 11 0.11 67.58 883 | 1 0.01 67.59 885 | 1 0.01 67.60 890 | 7 0.07 67.67 900 | 2 0.02 67.69 920 | 12 0.12 67.81 930 | 11 0.11 67.92 940 | 1 0.01 67.93 941 | 1 0.01 67.94 944 | 2 0.02 67.96 945 | 3 0.03 67.99 960 | 3 0.03 68.02 970 | 7 0.07 68.09 972 | 1 0.01 68.10 975 | 1 0.01 68.11 980 | 1 0.01 68.12 1000 | 3 0.03 68.15 1003 | 1 0.01 68.16 1004 | 1 0.01 68.17 1010 | 2 0.02 68.19 1015 | 8 0.08 68.27 1016 | 1 0.01 68.28 1020 | 2 0.02 68.30 1030 | 4 0.04 68.34 1040 | 4 0.04 68.38 1045 | 8 0.08 68.46 1047 | 1 0.01 68.47 1050 | 30 0.30 68.77 1055 | 1 0.01 68.78 1060 | 1 0.01 68.79 1065 | 3 0.03 68.82 1070 | 17 0.17 68.99 1077 | 1 0.01 69.00 1080 | 15 0.15 69.15 1085 | 1 0.01 69.16 1091 | 2 0.02 69.18 1100 | 2 0.02 69.20 1104 | 1 0.01 69.21 1105 | 1 0.01 69.22 1110 | 15 0.15 69.37 1120 | 1 0.01 69.38 1130 | 16 0.16 69.54 1137 | 2 0.02 69.56 1140 | 1 0.01 69.57 1150 | 3 0.03 69.60 1160 | 5 0.05 69.65 1170 | 1 0.01 69.66 1178 | 1 0.01 69.67 1182 | 9 0.09 69.76 1190 | 6 0.06 69.82 1200 | 14 0.14 69.96 1210 | 3 0.03 69.99 1220 | 1 0.01 70.00 1230 | 4 0.04 70.04 1240 | 2 0.02 70.06 1250 | 2 0.02 70.08 1254 | 1 0.01 70.09 1260 | 4 0.04 70.13 1270 | 2 0.02 70.15 1280 | 19 0.19 70.34 1300 | 5 0.05 70.39 1305 | 9 0.09 70.48 1310 | 5 0.05 70.53 1315 | 3 0.03 70.56 1320 | 2 0.02 70.58 1325 | 1 0.01 70.59 1330 | 1 0.01 70.60 1340 | 24 0.24 70.84 1345 | 4 0.04 70.88 1350 | 3 0.03 70.91 1351 | 1 0.01 70.92 1360 | 1 0.01 70.93 1364 | 7 0.07 71.00 1370 | 52 0.52 71.52 1380 | 15 0.15 71.67 1390 | 2 0.02 71.69 1400 | 5 0.05 71.74 1410 | 6 0.06 71.80 1420 | 18 0.18 71.98 1430 | 12 0.12 72.10 1435 | 9 0.09 72.19 1440 | 9 0.09 72.28 1461 | 2 0.02 72.30 1470 | 1 0.01 72.31 1471 | 1 0.01 72.32 1480 | 1 0.01 72.33 1485 | 2 0.02 72.35 1490 | 1 0.01 72.36 1493 | 1 0.01 72.37 1500 | 8 0.08 72.45 1505 | 1 0.01 72.46 1510 | 74 0.74 73.20 1520 | 4 0.04 73.24 1524 | 1 0.01 73.25 1530 | 5 0.05 73.30 1540 | 3 0.03 73.33 1550 | 9 0.09 73.42 1552 | 1 0.01 73.43 1560 | 21 0.21 73.64 1566 | 3 0.03 73.67 1568 | 3 0.03 73.70 1570 | 3 0.03 73.73 1580 | 11 0.11 73.84 1590 | 5 0.05 73.89 1600 | 4 0.04 73.93 1603 | 13 0.13 74.06 1605 | 4 0.04 74.10 1610 | 1 0.01 74.11 1620 | 1 0.01 74.12 1630 | 1 0.01 74.13 1640 | 2 0.02 74.15 1650 | 3 0.03 74.18 1660 | 22 0.22 74.40 1670 | 5 0.05 74.45 1684 | 1 0.01 74.46 1685 | 1 0.01 74.47 1688 | 1 0.01 74.48 1690 | 15 0.15 74.63 1695 | 4 0.04 74.67 1700 | 16 0.16 74.83 1710 | 2 0.02 74.85 1713 | 10 0.10 74.95 1716 | 6 0.06 75.01 1717 | 1 0.01 75.02 1730 | 17 0.17 75.19 1740 | 1 0.01 75.20 1750 | 11 0.11 75.31 1754 | 1 0.01 75.32 1760 | 3 0.03 75.35 1762 | 1 0.01 75.36 1765 | 1 0.01 75.37 1770 | 8 0.08 75.45 1771 | 1 0.01 75.46 1776 | 1 0.01 75.47 1779 | 3 0.03 75.50 1780 | 5 0.05 75.55 1782 | 3 0.03 75.58 1786 | 2 0.02 75.60 1790 | 2 0.02 75.62 1800 | 1 0.01 75.63 1808 | 5 0.05 75.68 1820 | 7 0.07 75.75 1825 | 6 0.06 75.81 1826 | 1 0.01 75.82 1830 | 5 0.05 75.87 1835 | 3 0.03 75.90 1840 | 23 0.23 76.13 1844 | 1 0.01 76.14 1845 | 7 0.07 76.21 1846 | 2 0.02 76.23 1847 | 1 0.01 76.24 1850 | 5 0.05 76.29 1852 | 1 0.01 76.30 1865 | 1 0.01 76.31 1870 | 5 0.05 76.36 1871 | 3 0.03 76.39 1876 | 1 0.01 76.40 1880 | 1 0.01 76.41 1890 | 3 0.03 76.44 1895 | 1 0.01 76.45 1900 | 2 0.02 76.47 1910 | 1 0.01 76.48 1912 | 4 0.04 76.52 1920 | 7 0.07 76.59 1925 | 1 0.01 76.60 1927 | 5 0.05 76.65 1930 | 4 0.04 76.69 1940 | 3 0.03 76.72 1946 | 1 0.01 76.73 1947 | 1 0.01 76.74 1950 | 3 0.03 76.77 1952 | 1 0.01 76.78 1970 | 58 0.58 77.36 1972 | 1 0.01 77.37 1974 | 4 0.04 77.41 1980 | 407 4.07 81.48 1990 | 5 0.05 81.53 2000 | 3 0.03 81.56 2005 | 4 0.04 81.60 2010 | 60 0.60 82.20 2020 | 18 0.18 82.38 2025 | 1 0.01 82.39 2027 | 1 0.01 82.40 2030 | 1 0.01 82.41 2036 | 5 0.05 82.46 2040 | 2 0.02 82.48 2050 | 14 0.14 82.62 2054 | 3 0.03 82.65 2060 | 3 0.03 82.68 2070 | 12 0.12 82.80 2073 | 1 0.01 82.81 2083 | 3 0.03 82.84 2084 | 1 0.01 82.85 2085 | 1 0.01 82.86 2090 | 1 0.01 82.87 2100 | 33 0.33 83.20 2105 | 1 0.01 83.21 2110 | 1 0.01 83.22 2120 | 1 0.01 83.23 2130 | 27 0.27 83.50 2136 | 2 0.02 83.52 2140 | 1 0.01 83.53 2144 | 1 0.01 83.54 2150 | 3 0.03 83.57 2152 | 1 0.01 83.58 2170 | 1 0.01 83.59 2173 | 1 0.01 83.60 2175 | 1 0.01 83.61 2180 | 2 0.02 83.63 2190 | 4 0.04 83.67 2199 | 4 0.04 83.71 2200 | 16 0.16 83.87 2205 | 1 0.01 83.88 2210 | 1 0.01 83.89 2219 | 1 0.01 83.90 2220 | 8 0.08 83.98 2230 | 4 0.04 84.02 2238 | 3 0.03 84.05 2240 | 4 0.04 84.09 2250 | 1 0.01 84.10 2260 | 18 0.18 84.28 2270 | 14 0.14 84.42 2276 | 10 0.10 84.52 2280 | 2 0.02 84.54 2285 | 1 0.01 84.55 2290 | 3 0.03 84.58 2300 | 3 0.03 84.61 2310 | 2 0.02 84.63 2311 | 5 0.05 84.68 2320 | 22 0.22 84.90 2321 | 1 0.01 84.91 2330 | 11 0.11 85.02 2340 | 9 0.09 85.11 2350 | 5 0.05 85.16 2355 | 2 0.02 85.18 2360 | 27 0.27 85.45 2370 | 5 0.05 85.50 2375 | 7 0.07 85.57 2380 | 2 0.02 85.59 2390 | 3 0.03 85.62 2400 | 2 0.02 85.64 2406 | 1 0.01 85.65 2410 | 4 0.04 85.69 2415 | 1 0.01 85.70 2420 | 3 0.03 85.73 2424 | 9 0.09 85.82 2427 | 5 0.05 85.87 2430 | 2 0.02 85.89 2431 | 3 0.03 85.92 2439 | 2 0.02 85.94 2440 | 3 0.03 85.97 2448 | 1 0.01 85.98 2450 | 5 0.05 86.03 2451 | 4 0.04 86.07 2457 | 2 0.02 86.09 2458 | 8 0.08 86.17 2460 | 5 0.05 86.22 2468 | 7 0.07 86.29 2480 | 43 0.43 86.72 2490 | 12 0.12 86.84 2500 | 1 0.01 86.85 2510 | 15 0.15 87.00 2520 | 1 0.01 87.01 2530 | 6 0.06 87.07 2540 | 11 0.11 87.18 2541 | 7 0.07 87.25 2542 | 1 0.01 87.26 2550 | 21 0.21 87.47 2555 | 5 0.05 87.52 2560 | 10 0.10 87.62 2564 | 2 0.02 87.64 2570 | 10 0.10 87.74 2573 | 3 0.03 87.77 2580 | 2 0.02 87.79 2600 | 3 0.03 87.82 2601 | 7 0.07 87.89 2620 | 14 0.14 88.03 2625 | 2 0.02 88.05 2630 | 1 0.01 88.06 2640 | 2 0.02 88.08 2645 | 8 0.08 88.16 2646 | 1 0.01 88.17 2650 | 13 0.13 88.30 2660 | 6 0.06 88.36 2670 | 2 0.02 88.38 2674 | 3 0.03 88.41 2675 | 1 0.01 88.42 2680 | 4 0.04 88.46 2684 | 3 0.03 88.49 2690 | 6 0.06 88.55 2691 | 1 0.01 88.56 2700 | 20 0.20 88.76 2705 | 3 0.03 88.79 2710 | 5 0.05 88.84 2720 | 2 0.02 88.86 2730 | 27 0.27 89.13 2740 | 4 0.04 89.17 2749 | 6 0.06 89.23 2760 | 5 0.05 89.28 2770 | 3 0.03 89.31 2776 | 2 0.02 89.33 2780 | 9 0.09 89.42 2786 | 1 0.01 89.43 2787 | 2 0.02 89.45 2790 | 9 0.09 89.54 2800 | 5 0.05 89.59 2806 | 4 0.04 89.63 2810 | 1 0.01 89.64 2820 | 3 0.03 89.67 2825 | 1 0.01 89.68 2830 | 2 0.02 89.70 2840 | 3 0.03 89.73 2870 | 30 0.30 90.03 2873 | 3 0.03 90.06 2880 | 10 0.10 90.16 2882 | 1 0.01 90.17 2892 | 1 0.01 90.18 2900 | 3 0.03 90.21 2904 | 7 0.07 90.28 2910 | 1 0.01 90.29 2916 | 5 0.05 90.34 2929 | 2 0.02 90.36 2930 | 4 0.04 90.40 2935 | 5 0.05 90.45 2940 | 19 0.19 90.64 2948 | 4 0.04 90.68 2950 | 70 0.70 91.38 2960 | 8 0.08 91.46 2970 | 6 0.06 91.52 2975 | 1 0.01 91.53 3000 | 13 0.13 91.66 3010 | 8 0.08 91.74 3020 | 1 0.01 91.75 3030 | 3 0.03 91.78 3040 | 2 0.02 91.80 3050 | 9 0.09 91.89 3060 | 1 0.01 91.90 3070 | 33 0.33 92.23 3080 | 1 0.01 92.24 3090 | 1 0.01 92.25 3093 | 1 0.01 92.26 3100 | 4 0.04 92.30 3105 | 3 0.03 92.33 3110 | 4 0.04 92.37 3111 | 1 0.01 92.38 3140 | 1 0.01 92.39 3150 | 49 0.49 92.88 3158 | 1 0.01 92.89 3160 | 1 0.01 92.90 3175 | 2 0.02 92.92 3180 | 10 0.10 93.02 3190 | 14 0.14 93.16 3192 | 1 0.01 93.17 3210 | 25 0.25 93.42 3220 | 1 0.01 93.43 3240 | 3 0.03 93.46 3250 | 5 0.05 93.51 3260 | 133 1.33 94.84 3261 | 1 0.01 94.85 3270 | 1 0.01 94.86 3280 | 2 0.02 94.88 3290 | 69 0.69 95.57 3300 | 11 0.11 95.68 3310 | 1 0.01 95.69 3311 | 1 0.01 95.70 3320 | 3 0.03 95.73 3327 | 1 0.01 95.74 3330 | 3 0.03 95.77 3340 | 58 0.58 96.35 3351 | 3 0.03 96.38 3360 | 6 0.06 96.44 3375 | 7 0.07 96.51 3380 | 1 0.01 96.52 3384 | 1 0.01 96.53 3390 | 7 0.07 96.60 3400 | 1 0.01 96.61 3410 | 5 0.05 96.66 3420 | 21 0.21 96.87 3430 | 6 0.06 96.93 3440 | 6 0.06 96.99 3450 | 9 0.09 97.08 3455 | 7 0.07 97.15 3460 | 1 0.01 97.16 3470 | 9 0.09 97.25 3480 | 4 0.04 97.29 3490 | 10 0.10 97.39 3499 | 3 0.03 97.42 3530 | 1 0.01 97.43 3540 | 1 0.01 97.44 3558 | 3 0.03 97.47 3570 | 3 0.03 97.50 3580 | 1 0.01 97.51 3590 | 4 0.04 97.55 3620 | 3 0.03 97.58 3630 | 1 0.01 97.59 3641 | 5 0.05 97.64 3645 | 3 0.03 97.67 3651 | 1 0.01 97.68 3654 | 1 0.01 97.69 3670 | 3 0.03 97.72 3686 | 4 0.04 97.76 3690 | 10 0.10 97.86 3720 | 1 0.01 97.87 3730 | 2 0.02 97.89 3760 | 4 0.04 97.93 3770 | 29 0.29 98.22 3790 | 4 0.04 98.26 3800 | 1 0.01 98.27 3810 | 1 0.01 98.28 3820 | 1 0.01 98.29 3840 | 1 0.01 98.30 3853 | 2 0.02 98.32 3860 | 4 0.04 98.36 3870 | 6 0.06 98.42 3880 | 1 0.01 98.43 3920 | 5 0.05 98.48 3930 | 2 0.02 98.50 3950 | 4 0.04 98.54 3960 | 5 0.05 98.59 3970 | 7 0.07 98.66 3993 | 3 0.03 98.69 4000 | 3 0.03 98.72 4010 | 7 0.07 98.79 4020 | 11 0.11 98.90 4027 | 9 0.09 98.99 4030 | 4 0.04 99.03 4040 | 9 0.09 99.12 4050 | 4 0.04 99.16 4060 | 7 0.07 99.23 4070 | 5 0.05 99.28 4080 | 1 0.01 99.29 4090 | 1 0.01 99.30 4100 | 3 0.03 99.33 4110 | 1 0.01 99.34 4120 | 15 0.15 99.49 4124 | 2 0.02 99.51 4130 | 8 0.08 99.59 4163 | 2 0.02 99.61 4190 | 1 0.01 99.62 4258 | 1 0.01 99.63 4259 | 1 0.01 99.64 4260 | 2 0.02 99.66 4267 | 1 0.01 99.67 4280 | 1 0.01 99.68 4290 | 4 0.04 99.72 4340 | 1 0.01 99.73 4490 | 2 0.02 99.75 4760 | 2 0.02 99.77 4780 | 1 0.01 99.78 4910 | 5 0.05 99.83 4960 | 1 0.01 99.84 5080 | 1 0.01 99.85 5170 | 1 0.01 99.86 5340 | 1 0.01 99.87 5480 | 1 0.01 99.88 5490 | 1 0.01 99.89 5680 | 1 0.01 99.90 5700 | 1 0.01 99.91 5850 | 1 0.01 99.92 9997 | 8 0.08 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016