Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,538 55.38 55.38 3 | 1 0.01 55.39 7 | 1 0.01 55.40 10 | 64 0.64 56.04 12 | 2 0.02 56.06 15 | 2 0.02 56.08 22 | 1 0.01 56.09 30 | 7 0.07 56.16 40 | 3 0.03 56.19 42 | 1 0.01 56.20 46 | 5 0.05 56.25 50 | 7 0.07 56.32 55 | 1 0.01 56.33 60 | 8 0.08 56.41 63 | 1 0.01 56.42 64 | 3 0.03 56.45 70 | 8 0.08 56.53 75 | 1 0.01 56.54 80 | 42 0.42 56.96 85 | 1 0.01 56.97 90 | 10 0.10 57.07 99 | 1 0.01 57.08 100 | 7 0.07 57.15 101 | 1 0.01 57.16 110 | 9 0.09 57.25 118 | 1 0.01 57.26 120 | 8 0.08 57.34 130 | 34 0.34 57.68 151 | 2 0.02 57.70 155 | 1 0.01 57.71 156 | 2 0.02 57.73 158 | 2 0.02 57.75 160 | 8 0.08 57.83 168 | 1 0.01 57.84 170 | 16 0.16 58.00 185 | 2 0.02 58.02 190 | 3 0.03 58.05 200 | 10 0.10 58.15 210 | 5 0.05 58.20 214 | 2 0.02 58.22 215 | 1 0.01 58.23 217 | 1 0.01 58.24 219 | 3 0.03 58.27 220 | 3 0.03 58.30 223 | 3 0.03 58.33 225 | 7 0.07 58.40 227 | 1 0.01 58.41 228 | 3 0.03 58.44 229 | 8 0.08 58.52 230 | 9 0.09 58.61 235 | 9 0.09 58.70 237 | 4 0.04 58.74 240 | 26 0.26 59.00 244 | 1 0.01 59.01 245 | 12 0.12 59.13 250 | 1 0.01 59.14 253 | 1 0.01 59.15 255 | 1 0.01 59.16 256 | 9 0.09 59.25 258 | 1 0.01 59.26 260 | 12 0.12 59.38 265 | 2 0.02 59.40 266 | 4 0.04 59.44 267 | 5 0.05 59.49 268 | 2 0.02 59.51 270 | 7 0.07 59.58 273 | 1 0.01 59.59 280 | 80 0.80 60.39 286 | 1 0.01 60.40 290 | 24 0.24 60.64 293 | 2 0.02 60.66 295 | 1 0.01 60.67 300 | 4 0.04 60.71 305 | 4 0.04 60.75 306 | 2 0.02 60.77 310 | 11 0.11 60.88 312 | 3 0.03 60.91 320 | 2 0.02 60.93 330 | 19 0.19 61.12 336 | 1 0.01 61.13 338 | 1 0.01 61.14 339 | 4 0.04 61.18 340 | 9 0.09 61.27 350 | 51 0.51 61.78 355 | 4 0.04 61.82 360 | 1 0.01 61.83 365 | 12 0.12 61.95 368 | 4 0.04 61.99 370 | 106 1.06 63.05 380 | 3 0.03 63.08 385 | 6 0.06 63.14 386 | 4 0.04 63.18 387 | 1 0.01 63.19 388 | 1 0.01 63.20 390 | 3 0.03 63.23 400 | 4 0.04 63.27 402 | 1 0.01 63.28 410 | 1 0.01 63.29 417 | 1 0.01 63.30 420 | 14 0.14 63.44 424 | 1 0.01 63.45 425 | 1 0.01 63.46 430 | 37 0.37 63.83 434 | 2 0.02 63.85 435 | 4 0.04 63.89 440 | 10 0.10 63.99 446 | 1 0.01 64.00 450 | 10 0.10 64.10 457 | 2 0.02 64.12 460 | 7 0.07 64.19 463 | 1 0.01 64.20 470 | 11 0.11 64.31 472 | 1 0.01 64.32 480 | 12 0.12 64.44 489 | 1 0.01 64.45 490 | 17 0.17 64.62 495 | 2 0.02 64.64 500 | 2 0.02 64.66 501 | 1 0.01 64.67 502 | 4 0.04 64.71 505 | 1 0.01 64.72 510 | 8 0.08 64.80 520 | 6 0.06 64.86 522 | 1 0.01 64.87 528 | 1 0.01 64.88 530 | 64 0.64 65.52 536 | 1 0.01 65.53 537 | 1 0.01 65.54 538 | 4 0.04 65.58 540 | 2 0.02 65.60 541 | 1 0.01 65.61 550 | 8 0.08 65.69 555 | 4 0.04 65.73 560 | 4 0.04 65.77 563 | 1 0.01 65.78 565 | 3 0.03 65.81 570 | 16 0.16 65.97 572 | 1 0.01 65.98 573 | 1 0.01 65.99 580 | 4 0.04 66.03 584 | 4 0.04 66.07 590 | 1 0.01 66.08 597 | 2 0.02 66.10 600 | 59 0.59 66.69 602 | 7 0.07 66.76 610 | 9 0.09 66.85 615 | 1 0.01 66.86 616 | 1 0.01 66.87 620 | 5 0.05 66.92 630 | 5 0.05 66.97 633 | 2 0.02 66.99 634 | 1 0.01 67.00 639 | 4 0.04 67.04 640 | 3 0.03 67.07 650 | 8 0.08 67.15 651 | 1 0.01 67.16 655 | 1 0.01 67.17 660 | 8 0.08 67.25 663 | 2 0.02 67.27 669 | 2 0.02 67.29 670 | 7 0.07 67.36 672 | 1 0.01 67.37 680 | 7 0.07 67.44 690 | 2 0.02 67.46 700 | 19 0.19 67.65 705 | 2 0.02 67.67 710 | 14 0.14 67.81 713 | 5 0.05 67.86 714 | 3 0.03 67.89 715 | 4 0.04 67.93 720 | 3 0.03 67.96 725 | 1 0.01 67.97 735 | 2 0.02 67.99 740 | 1 0.01 68.00 749 | 2 0.02 68.02 750 | 5 0.05 68.07 756 | 1 0.01 68.08 760 | 13 0.13 68.21 765 | 2 0.02 68.23 770 | 4 0.04 68.27 771 | 5 0.05 68.32 780 | 14 0.14 68.46 782 | 1 0.01 68.47 785 | 5 0.05 68.52 787 | 1 0.01 68.53 790 | 18 0.18 68.71 800 | 2 0.02 68.73 802 | 1 0.01 68.74 810 | 12 0.12 68.86 811 | 2 0.02 68.88 817 | 2 0.02 68.90 820 | 13 0.13 69.03 822 | 2 0.02 69.05 823 | 5 0.05 69.10 825 | 2 0.02 69.12 830 | 2 0.02 69.14 832 | 1 0.01 69.15 835 | 3 0.03 69.18 838 | 4 0.04 69.22 840 | 2 0.02 69.24 841 | 3 0.03 69.27 842 | 5 0.05 69.32 843 | 1 0.01 69.33 845 | 2 0.02 69.35 850 | 8 0.08 69.43 852 | 1 0.01 69.44 854 | 1 0.01 69.45 858 | 2 0.02 69.47 860 | 9 0.09 69.56 870 | 3 0.03 69.59 880 | 15 0.15 69.74 887 | 2 0.02 69.76 890 | 7 0.07 69.83 900 | 1 0.01 69.84 922 | 2 0.02 69.86 930 | 13 0.13 69.99 935 | 2 0.02 70.01 940 | 5 0.05 70.06 944 | 4 0.04 70.10 947 | 1 0.01 70.11 950 | 1 0.01 70.12 960 | 4 0.04 70.16 970 | 8 0.08 70.24 980 | 4 0.04 70.28 1000 | 4 0.04 70.32 1003 | 1 0.01 70.33 1004 | 3 0.03 70.36 1010 | 2 0.02 70.38 1015 | 1 0.01 70.39 1020 | 1 0.01 70.40 1027 | 1 0.01 70.41 1030 | 1 0.01 70.42 1040 | 7 0.07 70.49 1045 | 10 0.10 70.59 1050 | 24 0.24 70.83 1060 | 2 0.02 70.85 1070 | 12 0.12 70.97 1080 | 14 0.14 71.11 1090 | 3 0.03 71.14 1091 | 2 0.02 71.16 1100 | 2 0.02 71.18 1108 | 1 0.01 71.19 1110 | 9 0.09 71.28 1120 | 2 0.02 71.30 1130 | 10 0.10 71.40 1136 | 1 0.01 71.41 1139 | 3 0.03 71.44 1140 | 3 0.03 71.47 1150 | 6 0.06 71.53 1160 | 6 0.06 71.59 1170 | 3 0.03 71.62 1178 | 1 0.01 71.63 1187 | 1 0.01 71.64 1200 | 8 0.08 71.72 1210 | 4 0.04 71.76 1220 | 3 0.03 71.79 1230 | 3 0.03 71.82 1240 | 1 0.01 71.83 1245 | 3 0.03 71.86 1250 | 7 0.07 71.93 1260 | 4 0.04 71.97 1270 | 5 0.05 72.02 1280 | 23 0.23 72.25 1290 | 2 0.02 72.27 1300 | 3 0.03 72.30 1305 | 8 0.08 72.38 1310 | 5 0.05 72.43 1315 | 1 0.01 72.44 1320 | 2 0.02 72.46 1340 | 19 0.19 72.65 1343 | 1 0.01 72.66 1345 | 7 0.07 72.73 1350 | 1 0.01 72.74 1353 | 1 0.01 72.75 1360 | 3 0.03 72.78 1364 | 14 0.14 72.92 1370 | 42 0.42 73.34 1380 | 20 0.20 73.54 1390 | 1 0.01 73.55 1400 | 3 0.03 73.58 1405 | 3 0.03 73.61 1409 | 3 0.03 73.64 1410 | 13 0.13 73.77 1420 | 13 0.13 73.90 1430 | 16 0.16 74.06 1435 | 7 0.07 74.13 1440 | 2 0.02 74.15 1444 | 1 0.01 74.16 1450 | 1 0.01 74.17 1460 | 2 0.02 74.19 1465 | 1 0.01 74.20 1471 | 1 0.01 74.21 1480 | 1 0.01 74.22 1482 | 1 0.01 74.23 1490 | 2 0.02 74.25 1493 | 1 0.01 74.26 1505 | 2 0.02 74.28 1510 | 81 0.81 75.09 1520 | 3 0.03 75.12 1530 | 2 0.02 75.14 1540 | 4 0.04 75.18 1550 | 8 0.08 75.26 1552 | 4 0.04 75.30 1560 | 8 0.08 75.38 1566 | 2 0.02 75.40 1570 | 2 0.02 75.42 1580 | 6 0.06 75.48 1590 | 5 0.05 75.53 1600 | 2 0.02 75.55 1610 | 4 0.04 75.59 1630 | 2 0.02 75.61 1640 | 1 0.01 75.62 1650 | 1 0.01 75.63 1660 | 21 0.21 75.84 1670 | 7 0.07 75.91 1680 | 2 0.02 75.93 1685 | 3 0.03 75.96 1688 | 1 0.01 75.97 1690 | 8 0.08 76.05 1700 | 4 0.04 76.09 1713 | 7 0.07 76.16 1716 | 3 0.03 76.19 1730 | 19 0.19 76.38 1750 | 6 0.06 76.44 1755 | 1 0.01 76.45 1760 | 5 0.05 76.50 1770 | 7 0.07 76.57 1779 | 1 0.01 76.58 1780 | 10 0.10 76.68 1790 | 3 0.03 76.71 1808 | 2 0.02 76.73 1810 | 1 0.01 76.74 1812 | 1 0.01 76.75 1820 | 9 0.09 76.84 1823 | 1 0.01 76.85 1825 | 4 0.04 76.89 1830 | 3 0.03 76.92 1842 | 1 0.01 76.93 1844 | 1 0.01 76.94 1845 | 3 0.03 76.97 1847 | 1 0.01 76.98 1850 | 2 0.02 77.00 1860 | 1 0.01 77.01 1866 | 1 0.01 77.02 1870 | 2 0.02 77.04 1871 | 3 0.03 77.07 1880 | 7 0.07 77.14 1890 | 2 0.02 77.16 1895 | 1 0.01 77.17 1896 | 1 0.01 77.18 1900 | 7 0.07 77.25 1910 | 2 0.02 77.27 1912 | 6 0.06 77.33 1920 | 1 0.01 77.34 1925 | 3 0.03 77.37 1927 | 1 0.01 77.38 1930 | 2 0.02 77.40 1940 | 3 0.03 77.43 1950 | 2 0.02 77.45 1955 | 1 0.01 77.46 1970 | 52 0.52 77.98 1975 | 1 0.01 77.99 1977 | 2 0.02 78.01 1980 | 347 3.47 81.48 1990 | 6 0.06 81.54 2000 | 4 0.04 81.58 2005 | 6 0.06 81.64 2010 | 46 0.46 82.10 2020 | 10 0.10 82.20 2027 | 1 0.01 82.21 2036 | 1 0.01 82.22 2040 | 2 0.02 82.24 2050 | 9 0.09 82.33 2052 | 1 0.01 82.34 2060 | 5 0.05 82.39 2070 | 6 0.06 82.45 2083 | 2 0.02 82.47 2084 | 3 0.03 82.50 2090 | 2 0.02 82.52 2100 | 21 0.21 82.73 2110 | 1 0.01 82.74 2120 | 1 0.01 82.75 2130 | 20 0.20 82.95 2140 | 4 0.04 82.99 2150 | 11 0.11 83.10 2152 | 1 0.01 83.11 2170 | 6 0.06 83.17 2180 | 5 0.05 83.22 2182 | 1 0.01 83.23 2190 | 8 0.08 83.31 2200 | 13 0.13 83.44 2210 | 6 0.06 83.50 2220 | 15 0.15 83.65 2226 | 1 0.01 83.66 2230 | 5 0.05 83.71 2238 | 2 0.02 83.73 2240 | 7 0.07 83.80 2250 | 7 0.07 83.87 2260 | 6 0.06 83.93 2270 | 7 0.07 84.00 2275 | 1 0.01 84.01 2280 | 2 0.02 84.03 2285 | 3 0.03 84.06 2290 | 6 0.06 84.12 2300 | 2 0.02 84.14 2310 | 2 0.02 84.16 2311 | 5 0.05 84.21 2320 | 11 0.11 84.32 2330 | 11 0.11 84.43 2340 | 10 0.10 84.53 2345 | 1 0.01 84.54 2350 | 4 0.04 84.58 2360 | 7 0.07 84.65 2370 | 7 0.07 84.72 2375 | 5 0.05 84.77 2380 | 6 0.06 84.83 2390 | 3 0.03 84.86 2400 | 37 0.37 85.23 2405 | 1 0.01 85.24 2410 | 2 0.02 85.26 2420 | 4 0.04 85.30 2424 | 1 0.01 85.31 2427 | 6 0.06 85.37 2430 | 2 0.02 85.39 2431 | 5 0.05 85.44 2440 | 3 0.03 85.47 2450 | 4 0.04 85.51 2451 | 2 0.02 85.53 2458 | 14 0.14 85.67 2460 | 2 0.02 85.69 2469 | 1 0.01 85.70 2470 | 3 0.03 85.73 2480 | 27 0.27 86.00 2490 | 11 0.11 86.11 2500 | 6 0.06 86.17 2510 | 14 0.14 86.31 2515 | 2 0.02 86.33 2525 | 1 0.01 86.34 2530 | 7 0.07 86.41 2540 | 7 0.07 86.48 2550 | 26 0.26 86.74 2555 | 5 0.05 86.79 2557 | 1 0.01 86.80 2560 | 7 0.07 86.87 2570 | 7 0.07 86.94 2573 | 5 0.05 86.99 2580 | 3 0.03 87.02 2590 | 1 0.01 87.03 2600 | 1 0.01 87.04 2605 | 1 0.01 87.05 2610 | 2 0.02 87.07 2620 | 15 0.15 87.22 2625 | 7 0.07 87.29 2630 | 3 0.03 87.32 2640 | 1 0.01 87.33 2645 | 2 0.02 87.35 2646 | 4 0.04 87.39 2650 | 4 0.04 87.43 2660 | 6 0.06 87.49 2670 | 1 0.01 87.50 2675 | 1 0.01 87.51 2680 | 1 0.01 87.52 2684 | 3 0.03 87.55 2690 | 8 0.08 87.63 2700 | 19 0.19 87.82 2705 | 2 0.02 87.84 2710 | 1 0.01 87.85 2713 | 1 0.01 87.86 2720 | 2 0.02 87.88 2730 | 30 0.30 88.18 2740 | 6 0.06 88.24 2749 | 5 0.05 88.29 2750 | 9 0.09 88.38 2760 | 4 0.04 88.42 2770 | 2 0.02 88.44 2775 | 1 0.01 88.45 2780 | 10 0.10 88.55 2785 | 3 0.03 88.58 2790 | 4 0.04 88.62 2800 | 4 0.04 88.66 2805 | 1 0.01 88.67 2806 | 1 0.01 88.68 2810 | 3 0.03 88.71 2811 | 1 0.01 88.72 2822 | 1 0.01 88.73 2830 | 4 0.04 88.77 2840 | 4 0.04 88.81 2850 | 1 0.01 88.82 2860 | 1 0.01 88.83 2870 | 20 0.20 89.03 2880 | 10 0.10 89.13 2890 | 2 0.02 89.15 2898 | 1 0.01 89.16 2900 | 9 0.09 89.25 2903 | 1 0.01 89.26 2910 | 3 0.03 89.29 2912 | 1 0.01 89.30 2920 | 1 0.01 89.31 2931 | 1 0.01 89.32 2938 | 1 0.01 89.33 2940 | 6 0.06 89.39 2948 | 4 0.04 89.43 2950 | 43 0.43 89.86 2960 | 9 0.09 89.95 2970 | 6 0.06 90.01 2980 | 7 0.07 90.08 2985 | 3 0.03 90.11 2990 | 3 0.03 90.14 3000 | 18 0.18 90.32 3002 | 2 0.02 90.34 3010 | 12 0.12 90.46 3020 | 1 0.01 90.47 3022 | 1 0.01 90.48 3030 | 6 0.06 90.54 3050 | 12 0.12 90.66 3070 | 30 0.30 90.96 3089 | 1 0.01 90.97 3091 | 1 0.01 90.98 3092 | 1 0.01 90.99 3100 | 5 0.05 91.04 3105 | 6 0.06 91.10 3110 | 4 0.04 91.14 3120 | 1 0.01 91.15 3145 | 1 0.01 91.16 3150 | 52 0.52 91.68 3180 | 9 0.09 91.77 3190 | 7 0.07 91.84 3210 | 25 0.25 92.09 3220 | 2 0.02 92.11 3230 | 2 0.02 92.13 3240 | 3 0.03 92.16 3245 | 1 0.01 92.17 3250 | 5 0.05 92.22 3260 | 112 1.12 93.34 3270 | 4 0.04 93.38 3280 | 2 0.02 93.40 3286 | 1 0.01 93.41 3290 | 71 0.71 94.12 3300 | 6 0.06 94.18 3310 | 2 0.02 94.20 3320 | 1 0.01 94.21 3323 | 1 0.01 94.22 3330 | 1 0.01 94.23 3340 | 71 0.71 94.94 3350 | 2 0.02 94.96 3351 | 3 0.03 94.99 3360 | 9 0.09 95.08 3370 | 3 0.03 95.11 3375 | 4 0.04 95.15 3380 | 3 0.03 95.18 3390 | 26 0.26 95.44 3400 | 2 0.02 95.46 3410 | 4 0.04 95.50 3420 | 14 0.14 95.64 3430 | 9 0.09 95.73 3440 | 15 0.15 95.88 3450 | 7 0.07 95.95 3455 | 8 0.08 96.03 3460 | 4 0.04 96.07 3463 | 2 0.02 96.09 3470 | 11 0.11 96.20 3480 | 2 0.02 96.22 3490 | 7 0.07 96.29 3500 | 2 0.02 96.31 3520 | 3 0.03 96.34 3530 | 2 0.02 96.36 3540 | 3 0.03 96.39 3556 | 3 0.03 96.42 3558 | 6 0.06 96.48 3560 | 2 0.02 96.50 3590 | 1 0.01 96.51 3610 | 2 0.02 96.53 3620 | 2 0.02 96.55 3630 | 6 0.06 96.61 3641 | 9 0.09 96.70 3660 | 2 0.02 96.72 3670 | 5 0.05 96.77 3690 | 8 0.08 96.85 3697 | 3 0.03 96.88 3700 | 1 0.01 96.89 3720 | 5 0.05 96.94 3730 | 2 0.02 96.96 3760 | 4 0.04 97.00 3770 | 15 0.15 97.15 3780 | 2 0.02 97.17 3790 | 5 0.05 97.22 3810 | 2 0.02 97.24 3820 | 2 0.02 97.26 3840 | 1 0.01 97.27 3853 | 1 0.01 97.28 3860 | 4 0.04 97.32 3863 | 1 0.01 97.33 3870 | 14 0.14 97.47 3880 | 2 0.02 97.49 3920 | 3 0.03 97.52 3930 | 2 0.02 97.54 3950 | 1 0.01 97.55 3990 | 1 0.01 97.56 3993 | 4 0.04 97.60 4000 | 2 0.02 97.62 4010 | 5 0.05 97.67 4020 | 6 0.06 97.73 4027 | 8 0.08 97.81 4030 | 3 0.03 97.84 4040 | 3 0.03 97.87 4050 | 4 0.04 97.91 4060 | 6 0.06 97.97 4069 | 1 0.01 97.98 4070 | 3 0.03 98.01 4080 | 1 0.01 98.02 4100 | 5 0.05 98.07 4120 | 7 0.07 98.14 4130 | 8 0.08 98.22 4150 | 1 0.01 98.23 4190 | 7 0.07 98.30 4258 | 1 0.01 98.31 4259 | 2 0.02 98.33 4260 | 1 0.01 98.34 4266 | 1 0.01 98.35 4267 | 1 0.01 98.36 4280 | 1 0.01 98.37 4340 | 4 0.04 98.41 4563 | 1 0.01 98.42 4690 | 1 0.01 98.43 4760 | 8 0.08 98.51 4790 | 2 0.02 98.53 4800 | 3 0.03 98.56 4880 | 1 0.01 98.57 4910 | 10 0.10 98.67 5020 | 1 0.01 98.68 5070 | 2 0.02 98.70 5170 | 1 0.01 98.71 5210 | 1 0.01 98.72 5260 | 2 0.02 98.74 5330 | 2 0.02 98.76 5340 | 3 0.03 98.79 5350 | 1 0.01 98.80 5400 | 1 0.01 98.81 5420 | 1 0.01 98.82 5460 | 1 0.01 98.83 5470 | 3 0.03 98.86 5490 | 3 0.03 98.89 5500 | 1 0.01 98.90 5570 | 1 0.01 98.91 5600 | 1 0.01 98.92 5680 | 5 0.05 98.97 5700 | 2 0.02 98.99 5730 | 1 0.01 99.00 5750 | 1 0.01 99.01 5770 | 1 0.01 99.02 5772 | 1 0.01 99.03 5790 | 3 0.03 99.06 5800 | 1 0.01 99.07 5820 | 1 0.01 99.08 5860 | 2 0.02 99.10 5880 | 1 0.01 99.11 5980 | 1 0.01 99.12 6010 | 1 0.01 99.13 6040 | 1 0.01 99.14 6100 | 2 0.02 99.16 6275 | 2 0.02 99.18 6286 | 3 0.03 99.21 6625 | 2 0.02 99.23 6805 | 1 0.01 99.24 6900 | 4 0.04 99.28 7700 | 1 0.01 99.29 8200 | 5 0.05 99.34 8300 | 2 0.02 99.36 8400 | 1 0.01 99.37 8900 | 4 0.04 99.41 9100 | 2 0.02 99.43 9200 | 1 0.01 99.44 9250 | 1 0.01 99.45 9275 | 1 0.01 99.46 9300 | 1 0.01 99.47 9400 | 2 0.02 99.49 9600 | 4 0.04 99.53 9996 | 1 0.01 99.54 9997 | 45 0.45 99.99 9999 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Apr 2016