Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,107 51.07 51.07 3 | 2 0.02 51.09 7 | 1 0.01 51.10 10 | 51 0.51 51.61 15 | 2 0.02 51.63 20 | 1 0.01 51.64 22 | 3 0.03 51.67 30 | 10 0.10 51.77 38 | 1 0.01 51.78 40 | 1 0.01 51.79 46 | 3 0.03 51.82 47 | 1 0.01 51.83 49 | 1 0.01 51.84 50 | 3 0.03 51.87 53 | 1 0.01 51.88 59 | 14 0.14 52.02 60 | 6 0.06 52.08 63 | 1 0.01 52.09 64 | 1 0.01 52.10 65 | 1 0.01 52.11 66 | 1 0.01 52.12 70 | 10 0.10 52.22 80 | 59 0.59 52.81 82 | 1 0.01 52.82 83 | 1 0.01 52.83 85 | 1 0.01 52.84 89 | 1 0.01 52.85 90 | 7 0.07 52.92 98 | 3 0.03 52.95 99 | 2 0.02 52.97 100 | 5 0.05 53.02 105 | 1 0.01 53.03 110 | 29 0.29 53.32 115 | 10 0.10 53.42 120 | 11 0.11 53.53 130 | 34 0.34 53.87 140 | 1 0.01 53.88 145 | 1 0.01 53.89 150 | 4 0.04 53.93 151 | 3 0.03 53.96 155 | 1 0.01 53.97 156 | 1 0.01 53.98 158 | 2 0.02 54.00 160 | 8 0.08 54.08 170 | 19 0.19 54.27 180 | 4 0.04 54.31 182 | 2 0.02 54.33 183 | 1 0.01 54.34 185 | 2 0.02 54.36 190 | 7 0.07 54.43 200 | 10 0.10 54.53 203 | 1 0.01 54.54 210 | 5 0.05 54.59 211 | 1 0.01 54.60 217 | 1 0.01 54.61 219 | 2 0.02 54.63 220 | 5 0.05 54.68 222 | 1 0.01 54.69 223 | 1 0.01 54.70 224 | 2 0.02 54.72 225 | 5 0.05 54.77 228 | 2 0.02 54.79 229 | 9 0.09 54.88 230 | 10 0.10 54.98 235 | 5 0.05 55.03 237 | 6 0.06 55.09 240 | 23 0.23 55.32 245 | 6 0.06 55.38 250 | 6 0.06 55.44 253 | 2 0.02 55.46 255 | 5 0.05 55.51 256 | 2 0.02 55.53 258 | 1 0.01 55.54 260 | 6 0.06 55.60 261 | 2 0.02 55.62 263 | 2 0.02 55.64 265 | 3 0.03 55.67 266 | 3 0.03 55.70 267 | 2 0.02 55.72 268 | 3 0.03 55.75 272 | 1 0.01 55.76 280 | 18 0.18 55.94 286 | 1 0.01 55.95 290 | 28 0.28 56.23 293 | 1 0.01 56.24 295 | 1 0.01 56.25 300 | 11 0.11 56.36 305 | 12 0.12 56.48 306 | 4 0.04 56.52 310 | 2 0.02 56.54 315 | 1 0.01 56.55 320 | 1 0.01 56.56 326 | 1 0.01 56.57 330 | 26 0.26 56.83 332 | 1 0.01 56.84 338 | 2 0.02 56.86 339 | 5 0.05 56.91 340 | 12 0.12 57.03 350 | 36 0.36 57.39 355 | 3 0.03 57.42 360 | 6 0.06 57.48 365 | 5 0.05 57.53 367 | 1 0.01 57.54 368 | 4 0.04 57.58 369 | 1 0.01 57.59 370 | 142 1.42 59.01 375 | 2 0.02 59.03 380 | 5 0.05 59.08 385 | 5 0.05 59.13 386 | 3 0.03 59.16 390 | 3 0.03 59.19 400 | 3 0.03 59.22 402 | 1 0.01 59.23 405 | 1 0.01 59.24 410 | 3 0.03 59.27 420 | 23 0.23 59.50 423 | 1 0.01 59.51 425 | 4 0.04 59.55 426 | 2 0.02 59.57 430 | 42 0.42 59.99 431 | 4 0.04 60.03 434 | 3 0.03 60.06 435 | 3 0.03 60.09 440 | 5 0.05 60.14 450 | 6 0.06 60.20 453 | 3 0.03 60.23 457 | 5 0.05 60.28 458 | 2 0.02 60.30 460 | 7 0.07 60.37 463 | 1 0.01 60.38 470 | 9 0.09 60.47 475 | 3 0.03 60.50 480 | 8 0.08 60.58 486 | 1 0.01 60.59 489 | 1 0.01 60.60 490 | 34 0.34 60.94 491 | 1 0.01 60.95 492 | 1 0.01 60.96 495 | 1 0.01 60.97 500 | 1 0.01 60.98 502 | 4 0.04 61.02 505 | 2 0.02 61.04 510 | 7 0.07 61.11 520 | 6 0.06 61.17 526 | 2 0.02 61.19 530 | 51 0.51 61.70 535 | 1 0.01 61.71 536 | 1 0.01 61.72 537 | 4 0.04 61.76 538 | 4 0.04 61.80 539 | 2 0.02 61.82 541 | 1 0.01 61.83 543 | 1 0.01 61.84 550 | 2 0.02 61.86 553 | 1 0.01 61.87 555 | 1 0.01 61.88 560 | 7 0.07 61.95 565 | 3 0.03 61.98 567 | 1 0.01 61.99 570 | 5 0.05 62.04 572 | 2 0.02 62.06 576 | 1 0.01 62.07 580 | 3 0.03 62.10 584 | 3 0.03 62.13 585 | 2 0.02 62.15 590 | 3 0.03 62.18 600 | 51 0.51 62.69 602 | 12 0.12 62.81 610 | 3 0.03 62.84 612 | 6 0.06 62.90 620 | 12 0.12 63.02 629 | 1 0.01 63.03 630 | 11 0.11 63.14 632 | 1 0.01 63.15 633 | 2 0.02 63.17 639 | 5 0.05 63.22 640 | 2 0.02 63.24 650 | 5 0.05 63.29 663 | 4 0.04 63.33 669 | 2 0.02 63.35 670 | 3 0.03 63.38 672 | 7 0.07 63.45 680 | 14 0.14 63.59 686 | 1 0.01 63.60 687 | 1 0.01 63.61 690 | 1 0.01 63.62 695 | 1 0.01 63.63 700 | 10 0.10 63.73 710 | 21 0.21 63.94 713 | 1 0.01 63.95 715 | 3 0.03 63.98 720 | 2 0.02 64.00 728 | 1 0.01 64.01 730 | 1 0.01 64.02 740 | 3 0.03 64.05 749 | 3 0.03 64.08 750 | 7 0.07 64.15 756 | 1 0.01 64.16 760 | 4 0.04 64.20 765 | 3 0.03 64.23 770 | 1 0.01 64.24 771 | 6 0.06 64.30 775 | 1 0.01 64.31 780 | 18 0.18 64.49 785 | 4 0.04 64.53 790 | 15 0.15 64.68 798 | 1 0.01 64.69 800 | 6 0.06 64.75 801 | 1 0.01 64.76 804 | 8 0.08 64.84 807 | 1 0.01 64.85 810 | 27 0.27 65.12 811 | 1 0.01 65.13 817 | 7 0.07 65.20 820 | 15 0.15 65.35 823 | 2 0.02 65.37 825 | 7 0.07 65.44 830 | 4 0.04 65.48 835 | 5 0.05 65.53 838 | 3 0.03 65.56 840 | 2 0.02 65.58 841 | 2 0.02 65.60 842 | 5 0.05 65.65 843 | 1 0.01 65.66 850 | 10 0.10 65.76 852 | 2 0.02 65.78 854 | 2 0.02 65.80 857 | 1 0.01 65.81 858 | 1 0.01 65.82 860 | 13 0.13 65.95 870 | 4 0.04 65.99 880 | 14 0.14 66.13 887 | 1 0.01 66.14 890 | 9 0.09 66.23 900 | 1 0.01 66.24 907 | 1 0.01 66.25 920 | 24 0.24 66.49 922 | 1 0.01 66.50 930 | 11 0.11 66.61 935 | 1 0.01 66.62 937 | 2 0.02 66.64 940 | 3 0.03 66.67 941 | 1 0.01 66.68 944 | 2 0.02 66.70 945 | 2 0.02 66.72 960 | 6 0.06 66.78 970 | 5 0.05 66.83 972 | 2 0.02 66.85 975 | 2 0.02 66.87 980 | 2 0.02 66.89 990 | 1 0.01 66.90 1000 | 5 0.05 66.95 1003 | 2 0.02 66.97 1010 | 4 0.04 67.01 1012 | 1 0.01 67.02 1015 | 8 0.08 67.10 1020 | 3 0.03 67.13 1027 | 1 0.01 67.14 1030 | 7 0.07 67.21 1040 | 6 0.06 67.27 1045 | 9 0.09 67.36 1047 | 2 0.02 67.38 1050 | 26 0.26 67.64 1054 | 2 0.02 67.66 1065 | 3 0.03 67.69 1070 | 20 0.20 67.89 1080 | 17 0.17 68.06 1090 | 2 0.02 68.08 1091 | 4 0.04 68.12 1100 | 2 0.02 68.14 1105 | 1 0.01 68.15 1110 | 11 0.11 68.26 1120 | 2 0.02 68.28 1130 | 9 0.09 68.37 1150 | 2 0.02 68.39 1160 | 5 0.05 68.44 1170 | 1 0.01 68.45 1176 | 1 0.01 68.46 1178 | 1 0.01 68.47 1180 | 1 0.01 68.48 1182 | 4 0.04 68.52 1190 | 2 0.02 68.54 1200 | 22 0.22 68.76 1210 | 2 0.02 68.78 1220 | 2 0.02 68.80 1230 | 5 0.05 68.85 1240 | 1 0.01 68.86 1260 | 10 0.10 68.96 1262 | 1 0.01 68.97 1270 | 3 0.03 69.00 1274 | 1 0.01 69.01 1280 | 19 0.19 69.20 1300 | 2 0.02 69.22 1305 | 13 0.13 69.35 1308 | 1 0.01 69.36 1310 | 4 0.04 69.40 1315 | 1 0.01 69.41 1320 | 1 0.01 69.42 1325 | 1 0.01 69.43 1340 | 25 0.25 69.68 1345 | 5 0.05 69.73 1350 | 1 0.01 69.74 1360 | 2 0.02 69.76 1364 | 13 0.13 69.89 1370 | 55 0.55 70.44 1380 | 6 0.06 70.50 1390 | 2 0.02 70.52 1400 | 1 0.01 70.53 1405 | 3 0.03 70.56 1409 | 4 0.04 70.60 1410 | 15 0.15 70.75 1420 | 18 0.18 70.93 1430 | 15 0.15 71.08 1435 | 5 0.05 71.13 1440 | 8 0.08 71.21 1441 | 1 0.01 71.22 1450 | 2 0.02 71.24 1461 | 3 0.03 71.27 1465 | 3 0.03 71.30 1480 | 1 0.01 71.31 1482 | 1 0.01 71.32 1490 | 2 0.02 71.34 1493 | 1 0.01 71.35 1500 | 3 0.03 71.38 1508 | 1 0.01 71.39 1510 | 62 0.62 72.01 1520 | 4 0.04 72.05 1530 | 5 0.05 72.10 1540 | 5 0.05 72.15 1550 | 12 0.12 72.27 1552 | 1 0.01 72.28 1557 | 1 0.01 72.29 1559 | 2 0.02 72.31 1560 | 18 0.18 72.49 1566 | 2 0.02 72.51 1567 | 1 0.01 72.52 1568 | 3 0.03 72.55 1570 | 1 0.01 72.56 1572 | 1 0.01 72.57 1580 | 17 0.17 72.74 1590 | 10 0.10 72.84 1600 | 4 0.04 72.88 1603 | 10 0.10 72.98 1605 | 2 0.02 73.00 1620 | 1 0.01 73.01 1630 | 1 0.01 73.02 1632 | 1 0.01 73.03 1640 | 1 0.01 73.04 1650 | 1 0.01 73.05 1660 | 8 0.08 73.13 1665 | 1 0.01 73.14 1670 | 2 0.02 73.16 1680 | 1 0.01 73.17 1685 | 1 0.01 73.18 1688 | 2 0.02 73.20 1690 | 13 0.13 73.33 1695 | 5 0.05 73.38 1700 | 15 0.15 73.53 1705 | 1 0.01 73.54 1710 | 1 0.01 73.55 1713 | 15 0.15 73.70 1716 | 9 0.09 73.79 1717 | 3 0.03 73.82 1720 | 2 0.02 73.84 1730 | 17 0.17 74.01 1740 | 4 0.04 74.05 1750 | 6 0.06 74.11 1755 | 1 0.01 74.12 1760 | 2 0.02 74.14 1770 | 5 0.05 74.19 1776 | 1 0.01 74.20 1779 | 1 0.01 74.21 1780 | 4 0.04 74.25 1781 | 1 0.01 74.26 1786 | 2 0.02 74.28 1790 | 4 0.04 74.32 1791 | 1 0.01 74.33 1800 | 1 0.01 74.34 1808 | 5 0.05 74.39 1810 | 1 0.01 74.40 1820 | 7 0.07 74.47 1823 | 3 0.03 74.50 1825 | 3 0.03 74.53 1826 | 1 0.01 74.54 1830 | 9 0.09 74.63 1835 | 2 0.02 74.65 1840 | 19 0.19 74.84 1843 | 1 0.01 74.85 1845 | 6 0.06 74.91 1847 | 1 0.01 74.92 1850 | 1 0.01 74.93 1865 | 4 0.04 74.97 1866 | 1 0.01 74.98 1870 | 1 0.01 74.99 1871 | 2 0.02 75.01 1876 | 3 0.03 75.04 1890 | 5 0.05 75.09 1895 | 2 0.02 75.11 1900 | 1 0.01 75.12 1912 | 9 0.09 75.21 1920 | 6 0.06 75.27 1925 | 1 0.01 75.28 1927 | 3 0.03 75.31 1932 | 1 0.01 75.32 1940 | 2 0.02 75.34 1946 | 2 0.02 75.36 1947 | 1 0.01 75.37 1950 | 1 0.01 75.38 1952 | 1 0.01 75.39 1953 | 1 0.01 75.40 1970 | 58 0.58 75.98 1972 | 3 0.03 76.01 1974 | 1 0.01 76.02 1977 | 2 0.02 76.04 1980 | 473 4.73 80.77 1990 | 8 0.08 80.85 2000 | 2 0.02 80.87 2003 | 1 0.01 80.88 2005 | 4 0.04 80.92 2010 | 53 0.53 81.45 2020 | 18 0.18 81.63 2030 | 1 0.01 81.64 2036 | 3 0.03 81.67 2040 | 3 0.03 81.70 2050 | 17 0.17 81.87 2052 | 1 0.01 81.88 2055 | 1 0.01 81.89 2056 | 2 0.02 81.91 2060 | 5 0.05 81.96 2070 | 7 0.07 82.03 2073 | 4 0.04 82.07 2080 | 1 0.01 82.08 2083 | 1 0.01 82.09 2084 | 3 0.03 82.12 2090 | 1 0.01 82.13 2100 | 16 0.16 82.29 2110 | 3 0.03 82.32 2120 | 1 0.01 82.33 2130 | 32 0.32 82.65 2136 | 1 0.01 82.66 2140 | 2 0.02 82.68 2146 | 3 0.03 82.71 2150 | 12 0.12 82.83 2157 | 3 0.03 82.86 2170 | 2 0.02 82.88 2180 | 5 0.05 82.93 2182 | 5 0.05 82.98 2190 | 5 0.05 83.03 2199 | 6 0.06 83.09 2200 | 19 0.19 83.28 2205 | 1 0.01 83.29 2210 | 2 0.02 83.31 2219 | 1 0.01 83.32 2220 | 8 0.08 83.40 2230 | 9 0.09 83.49 2235 | 1 0.01 83.50 2238 | 4 0.04 83.54 2240 | 9 0.09 83.63 2250 | 4 0.04 83.67 2260 | 13 0.13 83.80 2270 | 13 0.13 83.93 2275 | 1 0.01 83.94 2276 | 13 0.13 84.07 2280 | 2 0.02 84.09 2290 | 6 0.06 84.15 2300 | 5 0.05 84.20 2310 | 1 0.01 84.21 2311 | 7 0.07 84.28 2320 | 28 0.28 84.56 2324 | 2 0.02 84.58 2330 | 8 0.08 84.66 2340 | 9 0.09 84.75 2350 | 3 0.03 84.78 2360 | 28 0.28 85.06 2370 | 6 0.06 85.12 2375 | 2 0.02 85.14 2380 | 2 0.02 85.16 2400 | 4 0.04 85.20 2405 | 2 0.02 85.22 2406 | 1 0.01 85.23 2410 | 2 0.02 85.25 2420 | 5 0.05 85.30 2424 | 6 0.06 85.36 2431 | 3 0.03 85.39 2438 | 2 0.02 85.41 2439 | 1 0.01 85.42 2440 | 4 0.04 85.46 2450 | 1 0.01 85.47 2451 | 1 0.01 85.48 2456 | 1 0.01 85.49 2458 | 7 0.07 85.56 2460 | 3 0.03 85.59 2466 | 1 0.01 85.60 2468 | 5 0.05 85.65 2470 | 1 0.01 85.66 2475 | 1 0.01 85.67 2480 | 46 0.46 86.13 2490 | 4 0.04 86.17 2494 | 3 0.03 86.20 2500 | 1 0.01 86.21 2510 | 19 0.19 86.40 2520 | 1 0.01 86.41 2530 | 4 0.04 86.45 2540 | 12 0.12 86.57 2541 | 8 0.08 86.65 2550 | 32 0.32 86.97 2555 | 4 0.04 87.01 2556 | 1 0.01 87.02 2560 | 9 0.09 87.11 2569 | 1 0.01 87.12 2570 | 8 0.08 87.20 2573 | 8 0.08 87.28 2580 | 1 0.01 87.29 2590 | 1 0.01 87.30 2600 | 3 0.03 87.33 2601 | 1 0.01 87.34 2620 | 16 0.16 87.50 2625 | 1 0.01 87.51 2630 | 1 0.01 87.52 2633 | 1 0.01 87.53 2645 | 9 0.09 87.62 2646 | 2 0.02 87.64 2650 | 16 0.16 87.80 2658 | 1 0.01 87.81 2660 | 7 0.07 87.88 2670 | 4 0.04 87.92 2674 | 2 0.02 87.94 2680 | 8 0.08 88.02 2682 | 1 0.01 88.03 2684 | 8 0.08 88.11 2690 | 5 0.05 88.16 2691 | 2 0.02 88.18 2700 | 14 0.14 88.32 2705 | 1 0.01 88.33 2710 | 3 0.03 88.36 2720 | 1 0.01 88.37 2730 | 20 0.20 88.57 2740 | 3 0.03 88.60 2749 | 5 0.05 88.65 2750 | 2 0.02 88.67 2760 | 3 0.03 88.70 2770 | 3 0.03 88.73 2777 | 1 0.01 88.74 2780 | 11 0.11 88.85 2785 | 3 0.03 88.88 2790 | 9 0.09 88.97 2800 | 7 0.07 89.04 2810 | 1 0.01 89.05 2830 | 3 0.03 89.08 2836 | 1 0.01 89.09 2840 | 2 0.02 89.11 2850 | 1 0.01 89.12 2862 | 1 0.01 89.13 2870 | 21 0.21 89.34 2880 | 10 0.10 89.44 2882 | 2 0.02 89.46 2890 | 1 0.01 89.47 2900 | 6 0.06 89.53 2904 | 5 0.05 89.58 2910 | 1 0.01 89.59 2913 | 2 0.02 89.61 2916 | 2 0.02 89.63 2929 | 1 0.01 89.64 2930 | 1 0.01 89.65 2931 | 1 0.01 89.66 2935 | 3 0.03 89.69 2940 | 11 0.11 89.80 2948 | 4 0.04 89.84 2950 | 61 0.61 90.45 2960 | 13 0.13 90.58 2970 | 8 0.08 90.66 2975 | 1 0.01 90.67 2980 | 1 0.01 90.68 2990 | 1 0.01 90.69 3000 | 18 0.18 90.87 3010 | 4 0.04 90.91 3020 | 2 0.02 90.93 3030 | 1 0.01 90.94 3040 | 6 0.06 91.00 3050 | 12 0.12 91.12 3060 | 1 0.01 91.13 3070 | 38 0.38 91.51 3080 | 3 0.03 91.54 3088 | 1 0.01 91.55 3089 | 1 0.01 91.56 3100 | 2 0.02 91.58 3105 | 3 0.03 91.61 3110 | 4 0.04 91.65 3111 | 1 0.01 91.66 3112 | 1 0.01 91.67 3125 | 1 0.01 91.68 3145 | 1 0.01 91.69 3150 | 54 0.54 92.23 3170 | 1 0.01 92.24 3180 | 10 0.10 92.34 3190 | 13 0.13 92.47 3192 | 1 0.01 92.48 3210 | 42 0.42 92.90 3220 | 5 0.05 92.95 3230 | 1 0.01 92.96 3250 | 5 0.05 93.01 3260 | 139 1.39 94.40 3261 | 1 0.01 94.41 3270 | 5 0.05 94.46 3280 | 3 0.03 94.49 3290 | 78 0.78 95.27 3300 | 7 0.07 95.34 3310 | 2 0.02 95.36 3311 | 1 0.01 95.37 3320 | 4 0.04 95.41 3327 | 1 0.01 95.42 3330 | 2 0.02 95.44 3340 | 65 0.65 96.09 3350 | 1 0.01 96.10 3351 | 4 0.04 96.14 3360 | 10 0.10 96.24 3370 | 2 0.02 96.26 3375 | 7 0.07 96.33 3390 | 7 0.07 96.40 3400 | 2 0.02 96.42 3410 | 6 0.06 96.48 3420 | 32 0.32 96.80 3430 | 6 0.06 96.86 3440 | 6 0.06 96.92 3450 | 6 0.06 96.98 3455 | 11 0.11 97.09 3460 | 1 0.01 97.10 3470 | 11 0.11 97.21 3490 | 10 0.10 97.31 3499 | 1 0.01 97.32 3520 | 1 0.01 97.33 3530 | 1 0.01 97.34 3545 | 1 0.01 97.35 3558 | 5 0.05 97.40 3560 | 2 0.02 97.42 3570 | 1 0.01 97.43 3580 | 1 0.01 97.44 3590 | 1 0.01 97.45 3610 | 1 0.01 97.46 3630 | 1 0.01 97.47 3641 | 9 0.09 97.56 3645 | 1 0.01 97.57 3660 | 1 0.01 97.58 3670 | 2 0.02 97.60 3686 | 4 0.04 97.64 3690 | 12 0.12 97.76 3697 | 3 0.03 97.79 3730 | 5 0.05 97.84 3760 | 3 0.03 97.87 3770 | 27 0.27 98.14 3790 | 3 0.03 98.17 3800 | 2 0.02 98.19 3810 | 3 0.03 98.22 3840 | 1 0.01 98.23 3850 | 1 0.01 98.24 3851 | 8 0.08 98.32 3860 | 7 0.07 98.39 3870 | 17 0.17 98.56 3880 | 2 0.02 98.58 3910 | 1 0.01 98.59 3920 | 3 0.03 98.62 3930 | 2 0.02 98.64 3950 | 3 0.03 98.67 3960 | 4 0.04 98.71 3970 | 3 0.03 98.74 4000 | 2 0.02 98.76 4010 | 8 0.08 98.84 4020 | 8 0.08 98.92 4027 | 4 0.04 98.96 4030 | 5 0.05 99.01 4040 | 11 0.11 99.12 4050 | 7 0.07 99.19 4060 | 9 0.09 99.28 4070 | 8 0.08 99.36 4120 | 12 0.12 99.48 4124 | 4 0.04 99.52 4130 | 9 0.09 99.61 4163 | 2 0.02 99.63 4190 | 12 0.12 99.75 4250 | 1 0.01 99.76 4259 | 1 0.01 99.77 4260 | 1 0.01 99.78 4265 | 1 0.01 99.79 4267 | 3 0.03 99.82 4280 | 2 0.02 99.84 4290 | 4 0.04 99.88 9997 | 11 0.11 99.99 9999 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016