Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,181 51.81 51.81 10 | 57 0.57 52.38 15 | 1 0.01 52.39 20 | 1 0.01 52.40 22 | 1 0.01 52.41 30 | 9 0.09 52.50 40 | 1 0.01 52.51 42 | 1 0.01 52.52 50 | 5 0.05 52.57 60 | 2 0.02 52.59 64 | 2 0.02 52.61 70 | 9 0.09 52.70 72 | 1 0.01 52.71 80 | 56 0.56 53.27 89 | 3 0.03 53.30 90 | 9 0.09 53.39 98 | 2 0.02 53.41 100 | 4 0.04 53.45 101 | 2 0.02 53.47 104 | 1 0.01 53.48 105 | 1 0.01 53.49 110 | 23 0.23 53.72 114 | 1 0.01 53.73 120 | 5 0.05 53.78 130 | 31 0.31 54.09 135 | 1 0.01 54.10 138 | 2 0.02 54.12 140 | 4 0.04 54.16 150 | 2 0.02 54.18 151 | 2 0.02 54.20 154 | 2 0.02 54.22 155 | 3 0.03 54.25 156 | 3 0.03 54.28 160 | 9 0.09 54.37 170 | 21 0.21 54.58 180 | 2 0.02 54.60 183 | 1 0.01 54.61 185 | 10 0.10 54.71 190 | 3 0.03 54.74 200 | 17 0.17 54.91 205 | 1 0.01 54.92 210 | 4 0.04 54.96 213 | 1 0.01 54.97 217 | 1 0.01 54.98 220 | 8 0.08 55.06 225 | 10 0.10 55.16 226 | 1 0.01 55.17 227 | 1 0.01 55.18 228 | 4 0.04 55.22 229 | 6 0.06 55.28 230 | 7 0.07 55.35 235 | 8 0.08 55.43 237 | 3 0.03 55.46 240 | 20 0.20 55.66 245 | 9 0.09 55.75 250 | 2 0.02 55.77 253 | 1 0.01 55.78 255 | 1 0.01 55.79 256 | 7 0.07 55.86 258 | 2 0.02 55.88 260 | 10 0.10 55.98 265 | 2 0.02 56.00 266 | 3 0.03 56.03 267 | 3 0.03 56.06 268 | 5 0.05 56.11 280 | 17 0.17 56.28 285 | 1 0.01 56.29 290 | 26 0.26 56.55 300 | 9 0.09 56.64 305 | 8 0.08 56.72 310 | 6 0.06 56.78 320 | 1 0.01 56.79 326 | 1 0.01 56.80 330 | 15 0.15 56.95 332 | 2 0.02 56.97 338 | 1 0.01 56.98 339 | 1 0.01 56.99 340 | 14 0.14 57.13 345 | 1 0.01 57.14 349 | 2 0.02 57.16 350 | 46 0.46 57.62 360 | 8 0.08 57.70 365 | 13 0.13 57.83 368 | 1 0.01 57.84 370 | 186 1.86 59.70 375 | 2 0.02 59.72 376 | 4 0.04 59.76 380 | 5 0.05 59.81 385 | 4 0.04 59.85 386 | 9 0.09 59.94 387 | 4 0.04 59.98 390 | 2 0.02 60.00 400 | 4 0.04 60.04 402 | 1 0.01 60.05 410 | 2 0.02 60.07 420 | 20 0.20 60.27 425 | 3 0.03 60.30 426 | 1 0.01 60.31 428 | 4 0.04 60.35 430 | 45 0.45 60.80 434 | 1 0.01 60.81 435 | 2 0.02 60.83 440 | 4 0.04 60.87 450 | 10 0.10 60.97 457 | 3 0.03 61.00 460 | 10 0.10 61.10 470 | 10 0.10 61.20 480 | 8 0.08 61.28 487 | 1 0.01 61.29 488 | 1 0.01 61.30 490 | 27 0.27 61.57 491 | 3 0.03 61.60 495 | 2 0.02 61.62 502 | 6 0.06 61.68 505 | 3 0.03 61.71 510 | 8 0.08 61.79 520 | 7 0.07 61.86 522 | 2 0.02 61.88 526 | 2 0.02 61.90 530 | 86 0.86 62.76 535 | 1 0.01 62.77 536 | 2 0.02 62.79 537 | 6 0.06 62.85 538 | 6 0.06 62.91 539 | 5 0.05 62.96 550 | 4 0.04 63.00 555 | 6 0.06 63.06 560 | 6 0.06 63.12 565 | 1 0.01 63.13 566 | 1 0.01 63.14 570 | 9 0.09 63.23 572 | 1 0.01 63.24 580 | 5 0.05 63.29 585 | 2 0.02 63.31 597 | 3 0.03 63.34 600 | 83 0.83 64.17 602 | 10 0.10 64.27 605 | 1 0.01 64.28 610 | 3 0.03 64.31 617 | 1 0.01 64.32 620 | 11 0.11 64.43 621 | 1 0.01 64.44 630 | 5 0.05 64.49 637 | 1 0.01 64.50 639 | 5 0.05 64.55 640 | 3 0.03 64.58 650 | 4 0.04 64.62 660 | 6 0.06 64.68 663 | 1 0.01 64.69 669 | 1 0.01 64.70 670 | 5 0.05 64.75 672 | 2 0.02 64.77 680 | 13 0.13 64.90 686 | 5 0.05 64.95 695 | 1 0.01 64.96 700 | 18 0.18 65.14 705 | 1 0.01 65.15 710 | 16 0.16 65.31 713 | 11 0.11 65.42 714 | 3 0.03 65.45 715 | 7 0.07 65.52 718 | 3 0.03 65.55 720 | 5 0.05 65.60 740 | 6 0.06 65.66 749 | 1 0.01 65.67 750 | 3 0.03 65.70 755 | 1 0.01 65.71 760 | 13 0.13 65.84 765 | 5 0.05 65.89 770 | 5 0.05 65.94 771 | 2 0.02 65.96 775 | 2 0.02 65.98 780 | 12 0.12 66.10 785 | 6 0.06 66.16 787 | 3 0.03 66.19 790 | 16 0.16 66.35 800 | 3 0.03 66.38 802 | 3 0.03 66.41 804 | 6 0.06 66.47 810 | 28 0.28 66.75 811 | 3 0.03 66.78 815 | 1 0.01 66.79 817 | 2 0.02 66.81 820 | 8 0.08 66.89 822 | 4 0.04 66.93 823 | 7 0.07 67.00 825 | 6 0.06 67.06 830 | 2 0.02 67.08 832 | 1 0.01 67.09 835 | 4 0.04 67.13 838 | 1 0.01 67.14 840 | 3 0.03 67.17 841 | 2 0.02 67.19 842 | 1 0.01 67.20 843 | 2 0.02 67.22 845 | 2 0.02 67.24 847 | 1 0.01 67.25 850 | 11 0.11 67.36 852 | 1 0.01 67.37 854 | 1 0.01 67.38 857 | 4 0.04 67.42 860 | 9 0.09 67.51 870 | 1 0.01 67.52 880 | 14 0.14 67.66 883 | 3 0.03 67.69 890 | 4 0.04 67.73 902 | 1 0.01 67.74 907 | 1 0.01 67.75 912 | 1 0.01 67.76 920 | 2 0.02 67.78 922 | 1 0.01 67.79 930 | 13 0.13 67.92 939 | 1 0.01 67.93 940 | 5 0.05 67.98 943 | 1 0.01 67.99 944 | 3 0.03 68.02 960 | 4 0.04 68.06 970 | 5 0.05 68.11 980 | 4 0.04 68.15 986 | 1 0.01 68.16 990 | 1 0.01 68.17 1000 | 3 0.03 68.20 1012 | 1 0.01 68.21 1020 | 1 0.01 68.22 1030 | 6 0.06 68.28 1040 | 7 0.07 68.35 1042 | 1 0.01 68.36 1045 | 5 0.05 68.41 1048 | 1 0.01 68.42 1050 | 26 0.26 68.68 1060 | 1 0.01 68.69 1070 | 10 0.10 68.79 1071 | 1 0.01 68.80 1080 | 19 0.19 68.99 1090 | 3 0.03 69.02 1091 | 1 0.01 69.03 1100 | 1 0.01 69.04 1110 | 7 0.07 69.11 1120 | 1 0.01 69.12 1130 | 7 0.07 69.19 1140 | 1 0.01 69.20 1150 | 10 0.10 69.30 1160 | 3 0.03 69.33 1170 | 3 0.03 69.36 1200 | 10 0.10 69.46 1210 | 3 0.03 69.49 1220 | 3 0.03 69.52 1230 | 4 0.04 69.56 1240 | 3 0.03 69.59 1245 | 1 0.01 69.60 1250 | 1 0.01 69.61 1254 | 1 0.01 69.62 1260 | 8 0.08 69.70 1262 | 1 0.01 69.71 1264 | 1 0.01 69.72 1270 | 1 0.01 69.73 1274 | 1 0.01 69.74 1280 | 8 0.08 69.82 1300 | 4 0.04 69.86 1305 | 5 0.05 69.91 1310 | 4 0.04 69.95 1313 | 1 0.01 69.96 1315 | 6 0.06 70.02 1320 | 1 0.01 70.03 1330 | 3 0.03 70.06 1340 | 16 0.16 70.22 1345 | 6 0.06 70.28 1350 | 2 0.02 70.30 1360 | 2 0.02 70.32 1364 | 17 0.17 70.49 1365 | 1 0.01 70.50 1370 | 42 0.42 70.92 1380 | 7 0.07 70.99 1390 | 2 0.02 71.01 1400 | 3 0.03 71.04 1409 | 6 0.06 71.10 1410 | 14 0.14 71.24 1420 | 10 0.10 71.34 1425 | 1 0.01 71.35 1430 | 21 0.21 71.56 1435 | 9 0.09 71.65 1440 | 11 0.11 71.76 1450 | 1 0.01 71.77 1457 | 1 0.01 71.78 1460 | 1 0.01 71.79 1470 | 1 0.01 71.80 1480 | 1 0.01 71.81 1482 | 1 0.01 71.82 1490 | 1 0.01 71.83 1500 | 2 0.02 71.85 1505 | 1 0.01 71.86 1510 | 56 0.56 72.42 1520 | 3 0.03 72.45 1530 | 4 0.04 72.49 1540 | 3 0.03 72.52 1550 | 9 0.09 72.61 1552 | 1 0.01 72.62 1560 | 10 0.10 72.72 1566 | 3 0.03 72.75 1568 | 1 0.01 72.76 1570 | 2 0.02 72.78 1580 | 6 0.06 72.84 1590 | 6 0.06 72.90 1610 | 1 0.01 72.91 1620 | 1 0.01 72.92 1630 | 2 0.02 72.94 1640 | 2 0.02 72.96 1650 | 1 0.01 72.97 1660 | 28 0.28 73.25 1670 | 7 0.07 73.32 1672 | 1 0.01 73.33 1685 | 3 0.03 73.36 1690 | 8 0.08 73.44 1700 | 17 0.17 73.61 1710 | 2 0.02 73.63 1713 | 12 0.12 73.75 1715 | 1 0.01 73.76 1716 | 4 0.04 73.80 1730 | 13 0.13 73.93 1740 | 2 0.02 73.95 1750 | 5 0.05 74.00 1754 | 1 0.01 74.01 1755 | 2 0.02 74.03 1760 | 2 0.02 74.05 1770 | 5 0.05 74.10 1776 | 2 0.02 74.12 1777 | 1 0.01 74.13 1780 | 6 0.06 74.19 1790 | 5 0.05 74.24 1805 | 1 0.01 74.25 1808 | 2 0.02 74.27 1810 | 11 0.11 74.38 1812 | 1 0.01 74.39 1820 | 4 0.04 74.43 1825 | 8 0.08 74.51 1830 | 3 0.03 74.54 1831 | 1 0.01 74.55 1840 | 10 0.10 74.65 1842 | 3 0.03 74.68 1843 | 1 0.01 74.69 1845 | 3 0.03 74.72 1847 | 1 0.01 74.73 1867 | 1 0.01 74.74 1870 | 5 0.05 74.79 1871 | 6 0.06 74.85 1876 | 3 0.03 74.88 1880 | 6 0.06 74.94 1890 | 1 0.01 74.95 1908 | 1 0.01 74.96 1910 | 1 0.01 74.97 1912 | 4 0.04 75.01 1920 | 2 0.02 75.03 1926 | 1 0.01 75.04 1930 | 1 0.01 75.05 1932 | 1 0.01 75.06 1940 | 3 0.03 75.09 1946 | 1 0.01 75.10 1947 | 4 0.04 75.14 1950 | 1 0.01 75.15 1970 | 67 0.67 75.82 1974 | 3 0.03 75.85 1975 | 3 0.03 75.88 1977 | 1 0.01 75.89 1980 | 476 4.76 80.65 1990 | 6 0.06 80.71 2000 | 8 0.08 80.79 2005 | 5 0.05 80.84 2010 | 49 0.49 81.33 2020 | 15 0.15 81.48 2025 | 1 0.01 81.49 2036 | 2 0.02 81.51 2040 | 1 0.01 81.52 2050 | 11 0.11 81.63 2060 | 2 0.02 81.65 2070 | 5 0.05 81.70 2083 | 2 0.02 81.72 2084 | 1 0.01 81.73 2085 | 1 0.01 81.74 2090 | 2 0.02 81.76 2100 | 41 0.41 82.17 2110 | 3 0.03 82.20 2130 | 20 0.20 82.40 2140 | 2 0.02 82.42 2150 | 5 0.05 82.47 2152 | 2 0.02 82.49 2170 | 3 0.03 82.52 2180 | 1 0.01 82.53 2182 | 6 0.06 82.59 2190 | 2 0.02 82.61 2193 | 1 0.01 82.62 2200 | 17 0.17 82.79 2205 | 1 0.01 82.80 2210 | 1 0.01 82.81 2218 | 1 0.01 82.82 2219 | 2 0.02 82.84 2220 | 9 0.09 82.93 2226 | 1 0.01 82.94 2230 | 6 0.06 83.00 2234 | 2 0.02 83.02 2236 | 1 0.01 83.03 2238 | 1 0.01 83.04 2240 | 7 0.07 83.11 2250 | 6 0.06 83.17 2260 | 17 0.17 83.34 2270 | 7 0.07 83.41 2275 | 1 0.01 83.42 2280 | 3 0.03 83.45 2290 | 2 0.02 83.47 2300 | 3 0.03 83.50 2310 | 1 0.01 83.51 2311 | 7 0.07 83.58 2320 | 25 0.25 83.83 2330 | 13 0.13 83.96 2340 | 11 0.11 84.07 2350 | 3 0.03 84.10 2360 | 17 0.17 84.27 2370 | 1 0.01 84.28 2375 | 6 0.06 84.34 2380 | 1 0.01 84.35 2400 | 9 0.09 84.44 2405 | 1 0.01 84.45 2424 | 3 0.03 84.48 2427 | 5 0.05 84.53 2430 | 28 0.28 84.81 2431 | 1 0.01 84.82 2435 | 1 0.01 84.83 2440 | 2 0.02 84.85 2450 | 4 0.04 84.89 2451 | 1 0.01 84.90 2457 | 2 0.02 84.92 2458 | 12 0.12 85.04 2468 | 7 0.07 85.11 2470 | 1 0.01 85.12 2480 | 45 0.45 85.57 2490 | 5 0.05 85.62 2500 | 1 0.01 85.63 2510 | 13 0.13 85.76 2520 | 3 0.03 85.79 2530 | 1 0.01 85.80 2540 | 4 0.04 85.84 2541 | 8 0.08 85.92 2550 | 24 0.24 86.16 2555 | 3 0.03 86.19 2560 | 12 0.12 86.31 2564 | 1 0.01 86.32 2570 | 8 0.08 86.40 2573 | 1 0.01 86.41 2580 | 1 0.01 86.42 2590 | 1 0.01 86.43 2600 | 4 0.04 86.47 2610 | 1 0.01 86.48 2615 | 3 0.03 86.51 2620 | 20 0.20 86.71 2625 | 4 0.04 86.75 2630 | 3 0.03 86.78 2640 | 1 0.01 86.79 2645 | 2 0.02 86.81 2650 | 9 0.09 86.90 2660 | 6 0.06 86.96 2670 | 1 0.01 86.97 2674 | 2 0.02 86.99 2675 | 1 0.01 87.00 2680 | 2 0.02 87.02 2684 | 5 0.05 87.07 2690 | 2 0.02 87.09 2700 | 16 0.16 87.25 2705 | 1 0.01 87.26 2706 | 1 0.01 87.27 2710 | 3 0.03 87.30 2712 | 1 0.01 87.31 2713 | 2 0.02 87.33 2716 | 1 0.01 87.34 2720 | 1 0.01 87.35 2730 | 19 0.19 87.54 2740 | 5 0.05 87.59 2749 | 4 0.04 87.63 2750 | 2 0.02 87.65 2760 | 2 0.02 87.67 2770 | 1 0.01 87.68 2775 | 1 0.01 87.69 2780 | 12 0.12 87.81 2790 | 2 0.02 87.83 2800 | 3 0.03 87.86 2805 | 1 0.01 87.87 2806 | 2 0.02 87.89 2820 | 2 0.02 87.91 2830 | 3 0.03 87.94 2838 | 1 0.01 87.95 2840 | 3 0.03 87.98 2850 | 1 0.01 87.99 2860 | 1 0.01 88.00 2870 | 19 0.19 88.19 2880 | 4 0.04 88.23 2890 | 3 0.03 88.26 2892 | 1 0.01 88.27 2898 | 2 0.02 88.29 2900 | 2 0.02 88.31 2904 | 9 0.09 88.40 2910 | 2 0.02 88.42 2916 | 2 0.02 88.44 2935 | 2 0.02 88.46 2940 | 13 0.13 88.59 2948 | 3 0.03 88.62 2950 | 37 0.37 88.99 2960 | 10 0.10 89.09 2961 | 1 0.01 89.10 2970 | 3 0.03 89.13 2980 | 5 0.05 89.18 2990 | 2 0.02 89.20 3000 | 7 0.07 89.27 3010 | 9 0.09 89.36 3020 | 1 0.01 89.37 3040 | 1 0.01 89.38 3050 | 8 0.08 89.46 3060 | 3 0.03 89.49 3070 | 35 0.35 89.84 3080 | 1 0.01 89.85 3092 | 1 0.01 89.86 3100 | 3 0.03 89.89 3105 | 2 0.02 89.91 3110 | 3 0.03 89.94 3125 | 2 0.02 89.96 3140 | 1 0.01 89.97 3150 | 51 0.51 90.48 3180 | 11 0.11 90.59 3190 | 10 0.10 90.69 3210 | 35 0.35 91.04 3220 | 4 0.04 91.08 3240 | 2 0.02 91.10 3250 | 4 0.04 91.14 3260 | 135 1.35 92.49 3270 | 8 0.08 92.57 3275 | 1 0.01 92.58 3278 | 1 0.01 92.59 3280 | 2 0.02 92.61 3286 | 1 0.01 92.62 3290 | 61 0.61 93.23 3300 | 4 0.04 93.27 3310 | 2 0.02 93.29 3320 | 2 0.02 93.31 3327 | 1 0.01 93.32 3340 | 92 0.92 94.24 3351 | 1 0.01 94.25 3360 | 8 0.08 94.33 3370 | 1 0.01 94.34 3375 | 6 0.06 94.40 3380 | 5 0.05 94.45 3390 | 8 0.08 94.53 3400 | 1 0.01 94.54 3410 | 5 0.05 94.59 3420 | 26 0.26 94.85 3430 | 5 0.05 94.90 3440 | 20 0.20 95.10 3450 | 5 0.05 95.15 3455 | 6 0.06 95.21 3460 | 7 0.07 95.28 3470 | 6 0.06 95.34 3480 | 5 0.05 95.39 3490 | 5 0.05 95.44 3499 | 5 0.05 95.49 3520 | 2 0.02 95.51 3530 | 1 0.01 95.52 3558 | 7 0.07 95.59 3560 | 3 0.03 95.62 3570 | 1 0.01 95.63 3590 | 1 0.01 95.64 3610 | 1 0.01 95.65 3641 | 12 0.12 95.77 3670 | 3 0.03 95.80 3686 | 4 0.04 95.84 3690 | 7 0.07 95.91 3697 | 2 0.02 95.93 3720 | 1 0.01 95.94 3730 | 3 0.03 95.97 3760 | 3 0.03 96.00 3770 | 13 0.13 96.13 3780 | 1 0.01 96.14 3787 | 1 0.01 96.15 3790 | 9 0.09 96.24 3800 | 2 0.02 96.26 3810 | 4 0.04 96.30 3840 | 1 0.01 96.31 3853 | 5 0.05 96.36 3860 | 4 0.04 96.40 3863 | 1 0.01 96.41 3870 | 20 0.20 96.61 3920 | 3 0.03 96.64 3930 | 1 0.01 96.65 3950 | 2 0.02 96.67 3960 | 1 0.01 96.68 3990 | 3 0.03 96.71 3993 | 3 0.03 96.74 4000 | 2 0.02 96.76 4010 | 8 0.08 96.84 4020 | 13 0.13 96.97 4027 | 9 0.09 97.06 4030 | 8 0.08 97.14 4040 | 8 0.08 97.22 4050 | 4 0.04 97.26 4060 | 4 0.04 97.30 4070 | 6 0.06 97.36 4080 | 3 0.03 97.39 4100 | 1 0.01 97.40 4110 | 2 0.02 97.42 4120 | 10 0.10 97.52 4130 | 9 0.09 97.61 4190 | 12 0.12 97.73 4200 | 1 0.01 97.74 4240 | 1 0.01 97.75 4250 | 1 0.01 97.76 4258 | 6 0.06 97.82 4259 | 2 0.02 97.84 4260 | 1 0.01 97.85 4266 | 1 0.01 97.86 4267 | 1 0.01 97.87 4270 | 1 0.01 97.88 4275 | 1 0.01 97.89 4280 | 2 0.02 97.91 9997 | 35 0.35 98.26 9999 | 174 1.74 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Apr 2016