Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,378 53.78 53.78 3 | 2 0.02 53.80 7 | 1 0.01 53.81 8 | 1 0.01 53.82 10 | 50 0.50 54.32 11 | 1 0.01 54.33 12 | 1 0.01 54.34 15 | 2 0.02 54.36 20 | 2 0.02 54.38 22 | 4 0.04 54.42 30 | 16 0.16 54.58 33 | 3 0.03 54.61 47 | 1 0.01 54.62 49 | 1 0.01 54.63 53 | 1 0.01 54.64 59 | 8 0.08 54.72 60 | 10 0.10 54.82 64 | 3 0.03 54.85 66 | 1 0.01 54.86 68 | 1 0.01 54.87 70 | 4 0.04 54.91 75 | 1 0.01 54.92 80 | 48 0.48 55.40 89 | 1 0.01 55.41 90 | 5 0.05 55.46 91 | 1 0.01 55.47 98 | 2 0.02 55.49 99 | 1 0.01 55.50 100 | 3 0.03 55.53 104 | 1 0.01 55.54 105 | 1 0.01 55.55 108 | 1 0.01 55.56 110 | 36 0.36 55.92 112 | 1 0.01 55.93 114 | 2 0.02 55.95 115 | 10 0.10 56.05 116 | 2 0.02 56.07 120 | 8 0.08 56.15 130 | 19 0.19 56.34 140 | 2 0.02 56.36 150 | 2 0.02 56.38 156 | 2 0.02 56.40 157 | 1 0.01 56.41 160 | 6 0.06 56.47 170 | 21 0.21 56.68 178 | 3 0.03 56.71 179 | 1 0.01 56.72 190 | 15 0.15 56.87 200 | 35 0.35 57.22 210 | 3 0.03 57.25 214 | 1 0.01 57.26 220 | 11 0.11 57.37 222 | 2 0.02 57.39 224 | 1 0.01 57.40 225 | 4 0.04 57.44 227 | 1 0.01 57.45 228 | 2 0.02 57.47 229 | 1 0.01 57.48 230 | 10 0.10 57.58 232 | 1 0.01 57.59 235 | 7 0.07 57.66 236 | 1 0.01 57.67 237 | 1 0.01 57.68 240 | 32 0.32 58.00 245 | 6 0.06 58.06 250 | 5 0.05 58.11 253 | 1 0.01 58.12 255 | 1 0.01 58.13 256 | 6 0.06 58.19 258 | 1 0.01 58.20 260 | 14 0.14 58.34 261 | 1 0.01 58.35 263 | 1 0.01 58.36 265 | 4 0.04 58.40 266 | 5 0.05 58.45 267 | 3 0.03 58.48 268 | 4 0.04 58.52 280 | 8 0.08 58.60 286 | 1 0.01 58.61 290 | 76 0.76 59.37 292 | 1 0.01 59.38 293 | 2 0.02 59.40 295 | 6 0.06 59.46 297 | 1 0.01 59.47 299 | 1 0.01 59.48 300 | 4 0.04 59.52 305 | 5 0.05 59.57 310 | 2 0.02 59.59 312 | 5 0.05 59.64 315 | 1 0.01 59.65 320 | 2 0.02 59.67 322 | 1 0.01 59.68 330 | 25 0.25 59.93 339 | 1 0.01 59.94 340 | 10 0.10 60.04 349 | 2 0.02 60.06 350 | 23 0.23 60.29 355 | 2 0.02 60.31 360 | 5 0.05 60.36 362 | 1 0.01 60.37 365 | 6 0.06 60.43 367 | 1 0.01 60.44 368 | 16 0.16 60.60 369 | 1 0.01 60.61 370 | 201 2.01 62.62 375 | 3 0.03 62.65 376 | 2 0.02 62.67 379 | 1 0.01 62.68 380 | 7 0.07 62.75 385 | 6 0.06 62.81 386 | 6 0.06 62.87 388 | 3 0.03 62.90 390 | 1 0.01 62.91 400 | 2 0.02 62.93 407 | 1 0.01 62.94 410 | 4 0.04 62.98 417 | 1 0.01 62.99 420 | 29 0.29 63.28 425 | 3 0.03 63.31 428 | 3 0.03 63.34 429 | 1 0.01 63.35 430 | 41 0.41 63.76 431 | 3 0.03 63.79 434 | 6 0.06 63.85 435 | 2 0.02 63.87 440 | 3 0.03 63.90 450 | 10 0.10 64.00 454 | 1 0.01 64.01 457 | 10 0.10 64.11 458 | 1 0.01 64.12 460 | 4 0.04 64.16 463 | 2 0.02 64.18 470 | 5 0.05 64.23 480 | 8 0.08 64.31 486 | 6 0.06 64.37 488 | 1 0.01 64.38 490 | 21 0.21 64.59 492 | 1 0.01 64.60 495 | 1 0.01 64.61 502 | 2 0.02 64.63 510 | 8 0.08 64.71 518 | 1 0.01 64.72 520 | 3 0.03 64.75 522 | 1 0.01 64.76 527 | 1 0.01 64.77 530 | 68 0.68 65.45 537 | 1 0.01 65.46 538 | 4 0.04 65.50 543 | 1 0.01 65.51 550 | 1 0.01 65.52 555 | 1 0.01 65.53 560 | 9 0.09 65.62 563 | 1 0.01 65.63 564 | 1 0.01 65.64 565 | 2 0.02 65.66 567 | 1 0.01 65.67 570 | 14 0.14 65.81 580 | 3 0.03 65.84 584 | 2 0.02 65.86 590 | 2 0.02 65.88 597 | 1 0.01 65.89 600 | 55 0.55 66.44 602 | 8 0.08 66.52 610 | 3 0.03 66.55 612 | 3 0.03 66.58 620 | 12 0.12 66.70 630 | 3 0.03 66.73 632 | 4 0.04 66.77 633 | 2 0.02 66.79 639 | 2 0.02 66.81 640 | 3 0.03 66.84 650 | 3 0.03 66.87 660 | 9 0.09 66.96 663 | 3 0.03 66.99 669 | 3 0.03 67.02 670 | 1 0.01 67.03 672 | 3 0.03 67.06 680 | 9 0.09 67.15 681 | 3 0.03 67.18 691 | 2 0.02 67.20 700 | 9 0.09 67.29 710 | 11 0.11 67.40 712 | 5 0.05 67.45 715 | 2 0.02 67.47 719 | 2 0.02 67.49 720 | 3 0.03 67.52 730 | 1 0.01 67.53 735 | 2 0.02 67.55 740 | 10 0.10 67.65 749 | 3 0.03 67.68 750 | 6 0.06 67.74 756 | 2 0.02 67.76 760 | 6 0.06 67.82 765 | 2 0.02 67.84 770 | 6 0.06 67.90 771 | 22 0.22 68.12 780 | 6 0.06 68.18 787 | 2 0.02 68.20 790 | 25 0.25 68.45 802 | 1 0.01 68.46 804 | 3 0.03 68.49 810 | 13 0.13 68.62 811 | 3 0.03 68.65 817 | 3 0.03 68.68 820 | 12 0.12 68.80 822 | 1 0.01 68.81 823 | 1 0.01 68.82 825 | 8 0.08 68.90 830 | 2 0.02 68.92 841 | 1 0.01 68.93 842 | 2 0.02 68.95 843 | 4 0.04 68.99 845 | 3 0.03 69.02 846 | 2 0.02 69.04 850 | 17 0.17 69.21 854 | 1 0.01 69.22 858 | 1 0.01 69.23 860 | 13 0.13 69.36 870 | 6 0.06 69.42 880 | 5 0.05 69.47 887 | 1 0.01 69.48 890 | 11 0.11 69.59 920 | 7 0.07 69.66 922 | 2 0.02 69.68 930 | 9 0.09 69.77 944 | 2 0.02 69.79 960 | 2 0.02 69.81 970 | 5 0.05 69.86 972 | 1 0.01 69.87 980 | 4 0.04 69.91 1000 | 4 0.04 69.95 1003 | 2 0.02 69.97 1010 | 2 0.02 69.99 1015 | 6 0.06 70.05 1020 | 5 0.05 70.10 1030 | 3 0.03 70.13 1040 | 7 0.07 70.20 1045 | 6 0.06 70.26 1047 | 2 0.02 70.28 1050 | 27 0.27 70.55 1054 | 2 0.02 70.57 1065 | 1 0.01 70.58 1070 | 16 0.16 70.74 1077 | 1 0.01 70.75 1080 | 7 0.07 70.82 1090 | 2 0.02 70.84 1091 | 2 0.02 70.86 1100 | 1 0.01 70.87 1108 | 7 0.07 70.94 1110 | 3 0.03 70.97 1117 | 1 0.01 70.98 1120 | 3 0.03 71.01 1130 | 5 0.05 71.06 1153 | 1 0.01 71.07 1170 | 2 0.02 71.09 1182 | 7 0.07 71.16 1190 | 2 0.02 71.18 1200 | 8 0.08 71.26 1210 | 7 0.07 71.33 1220 | 4 0.04 71.37 1230 | 3 0.03 71.40 1236 | 1 0.01 71.41 1240 | 3 0.03 71.44 1254 | 2 0.02 71.46 1260 | 11 0.11 71.57 1264 | 1 0.01 71.58 1270 | 7 0.07 71.65 1280 | 10 0.10 71.75 1290 | 1 0.01 71.76 1295 | 1 0.01 71.77 1300 | 5 0.05 71.82 1305 | 17 0.17 71.99 1310 | 3 0.03 72.02 1340 | 16 0.16 72.18 1345 | 10 0.10 72.28 1360 | 1 0.01 72.29 1364 | 10 0.10 72.39 1365 | 1 0.01 72.40 1370 | 51 0.51 72.91 1380 | 10 0.10 73.01 1390 | 5 0.05 73.06 1400 | 2 0.02 73.08 1409 | 1 0.01 73.09 1410 | 8 0.08 73.17 1420 | 14 0.14 73.31 1430 | 9 0.09 73.40 1435 | 14 0.14 73.54 1440 | 6 0.06 73.60 1445 | 4 0.04 73.64 1457 | 1 0.01 73.65 1460 | 3 0.03 73.68 1465 | 2 0.02 73.70 1470 | 2 0.02 73.72 1490 | 2 0.02 73.74 1493 | 6 0.06 73.80 1500 | 4 0.04 73.84 1510 | 110 1.10 74.94 1520 | 3 0.03 74.97 1529 | 1 0.01 74.98 1530 | 2 0.02 75.00 1540 | 10 0.10 75.10 1550 | 2 0.02 75.12 1555 | 1 0.01 75.13 1559 | 1 0.01 75.14 1560 | 11 0.11 75.25 1566 | 1 0.01 75.26 1568 | 3 0.03 75.29 1570 | 2 0.02 75.31 1572 | 1 0.01 75.32 1580 | 9 0.09 75.41 1590 | 8 0.08 75.49 1600 | 1 0.01 75.50 1603 | 11 0.11 75.61 1605 | 4 0.04 75.65 1618 | 1 0.01 75.66 1620 | 5 0.05 75.71 1630 | 2 0.02 75.73 1632 | 1 0.01 75.74 1640 | 2 0.02 75.76 1645 | 1 0.01 75.77 1660 | 13 0.13 75.90 1670 | 3 0.03 75.93 1680 | 2 0.02 75.95 1685 | 2 0.02 75.97 1688 | 1 0.01 75.98 1690 | 22 0.22 76.20 1695 | 4 0.04 76.24 1700 | 10 0.10 76.34 1705 | 3 0.03 76.37 1710 | 3 0.03 76.40 1713 | 10 0.10 76.50 1716 | 9 0.09 76.59 1717 | 2 0.02 76.61 1720 | 2 0.02 76.63 1730 | 34 0.34 76.97 1740 | 4 0.04 77.01 1750 | 5 0.05 77.06 1755 | 6 0.06 77.12 1760 | 2 0.02 77.14 1770 | 6 0.06 77.20 1771 | 2 0.02 77.22 1779 | 2 0.02 77.24 1780 | 1 0.01 77.25 1781 | 2 0.02 77.27 1782 | 7 0.07 77.34 1786 | 1 0.01 77.35 1790 | 5 0.05 77.40 1801 | 4 0.04 77.44 1808 | 1 0.01 77.45 1810 | 1 0.01 77.46 1820 | 3 0.03 77.49 1825 | 5 0.05 77.54 1830 | 2 0.02 77.56 1840 | 25 0.25 77.81 1845 | 1 0.01 77.82 1846 | 3 0.03 77.85 1850 | 3 0.03 77.88 1860 | 1 0.01 77.89 1862 | 1 0.01 77.90 1865 | 2 0.02 77.92 1866 | 1 0.01 77.93 1870 | 6 0.06 77.99 1876 | 2 0.02 78.01 1895 | 3 0.03 78.04 1896 | 1 0.01 78.05 1907 | 5 0.05 78.10 1910 | 1 0.01 78.11 1920 | 3 0.03 78.14 1927 | 1 0.01 78.15 1930 | 1 0.01 78.16 1940 | 4 0.04 78.20 1947 | 2 0.02 78.22 1950 | 3 0.03 78.25 1953 | 2 0.02 78.27 1970 | 32 0.32 78.59 1974 | 2 0.02 78.61 1980 | 270 2.70 81.31 1990 | 14 0.14 81.45 2000 | 7 0.07 81.52 2005 | 1 0.01 81.53 2010 | 42 0.42 81.95 2015 | 1 0.01 81.96 2020 | 8 0.08 82.04 2025 | 3 0.03 82.07 2030 | 1 0.01 82.08 2036 | 1 0.01 82.09 2040 | 2 0.02 82.11 2050 | 7 0.07 82.18 2052 | 1 0.01 82.19 2054 | 5 0.05 82.24 2056 | 1 0.01 82.25 2057 | 1 0.01 82.26 2060 | 1 0.01 82.27 2070 | 12 0.12 82.39 2073 | 2 0.02 82.41 2083 | 6 0.06 82.47 2084 | 1 0.01 82.48 2090 | 2 0.02 82.50 2092 | 1 0.01 82.51 2100 | 23 0.23 82.74 2130 | 25 0.25 82.99 2140 | 4 0.04 83.03 2150 | 3 0.03 83.06 2155 | 1 0.01 83.07 2170 | 4 0.04 83.11 2180 | 3 0.03 83.14 2182 | 3 0.03 83.17 2190 | 4 0.04 83.21 2199 | 5 0.05 83.26 2200 | 25 0.25 83.51 2210 | 2 0.02 83.53 2218 | 1 0.01 83.54 2219 | 1 0.01 83.55 2220 | 10 0.10 83.65 2230 | 6 0.06 83.71 2233 | 1 0.01 83.72 2234 | 1 0.01 83.73 2235 | 6 0.06 83.79 2236 | 1 0.01 83.80 2238 | 4 0.04 83.84 2240 | 8 0.08 83.92 2250 | 6 0.06 83.98 2260 | 10 0.10 84.08 2270 | 6 0.06 84.14 2275 | 1 0.01 84.15 2276 | 4 0.04 84.19 2278 | 7 0.07 84.26 2280 | 2 0.02 84.28 2290 | 4 0.04 84.32 2300 | 2 0.02 84.34 2310 | 1 0.01 84.35 2311 | 4 0.04 84.39 2320 | 21 0.21 84.60 2327 | 11 0.11 84.71 2330 | 7 0.07 84.78 2340 | 17 0.17 84.95 2350 | 5 0.05 85.00 2360 | 40 0.40 85.40 2370 | 3 0.03 85.43 2375 | 9 0.09 85.52 2380 | 3 0.03 85.55 2400 | 6 0.06 85.61 2410 | 1 0.01 85.62 2420 | 7 0.07 85.69 2424 | 5 0.05 85.74 2427 | 5 0.05 85.79 2431 | 4 0.04 85.83 2438 | 2 0.02 85.85 2439 | 5 0.05 85.90 2440 | 4 0.04 85.94 2446 | 1 0.01 85.95 2447 | 1 0.01 85.96 2450 | 3 0.03 85.99 2451 | 1 0.01 86.00 2455 | 2 0.02 86.02 2458 | 6 0.06 86.08 2460 | 3 0.03 86.11 2468 | 9 0.09 86.20 2475 | 2 0.02 86.22 2480 | 32 0.32 86.54 2485 | 3 0.03 86.57 2490 | 9 0.09 86.66 2500 | 2 0.02 86.68 2510 | 15 0.15 86.83 2530 | 6 0.06 86.89 2540 | 6 0.06 86.95 2541 | 1 0.01 86.96 2545 | 1 0.01 86.97 2550 | 50 0.50 87.47 2555 | 2 0.02 87.49 2560 | 9 0.09 87.58 2562 | 4 0.04 87.62 2564 | 2 0.02 87.64 2570 | 10 0.10 87.74 2580 | 4 0.04 87.78 2590 | 5 0.05 87.83 2592 | 2 0.02 87.85 2595 | 1 0.01 87.86 2600 | 5 0.05 87.91 2601 | 6 0.06 87.97 2605 | 1 0.01 87.98 2620 | 11 0.11 88.09 2625 | 2 0.02 88.11 2630 | 2 0.02 88.13 2640 | 1 0.01 88.14 2645 | 19 0.19 88.33 2646 | 2 0.02 88.35 2650 | 12 0.12 88.47 2660 | 6 0.06 88.53 2670 | 2 0.02 88.55 2674 | 1 0.01 88.56 2675 | 1 0.01 88.57 2680 | 2 0.02 88.59 2684 | 2 0.02 88.61 2690 | 1 0.01 88.62 2691 | 1 0.01 88.63 2700 | 9 0.09 88.72 2705 | 1 0.01 88.73 2710 | 2 0.02 88.75 2713 | 3 0.03 88.78 2720 | 2 0.02 88.80 2730 | 36 0.36 89.16 2740 | 3 0.03 89.19 2749 | 4 0.04 89.23 2760 | 1 0.01 89.24 2770 | 8 0.08 89.32 2777 | 1 0.01 89.33 2780 | 6 0.06 89.39 2787 | 2 0.02 89.41 2790 | 14 0.14 89.55 2800 | 2 0.02 89.57 2806 | 4 0.04 89.61 2820 | 1 0.01 89.62 2822 | 2 0.02 89.64 2823 | 2 0.02 89.66 2825 | 1 0.01 89.67 2830 | 6 0.06 89.73 2840 | 3 0.03 89.76 2850 | 1 0.01 89.77 2870 | 20 0.20 89.97 2873 | 1 0.01 89.98 2880 | 15 0.15 90.13 2882 | 1 0.01 90.14 2890 | 1 0.01 90.15 2893 | 1 0.01 90.16 2895 | 1 0.01 90.17 2900 | 2 0.02 90.19 2904 | 2 0.02 90.21 2910 | 2 0.02 90.23 2916 | 7 0.07 90.30 2922 | 11 0.11 90.41 2929 | 1 0.01 90.42 2930 | 2 0.02 90.44 2934 | 5 0.05 90.49 2935 | 2 0.02 90.51 2940 | 23 0.23 90.74 2948 | 4 0.04 90.78 2950 | 52 0.52 91.30 2960 | 8 0.08 91.38 2970 | 6 0.06 91.44 2975 | 1 0.01 91.45 2980 | 3 0.03 91.48 2990 | 1 0.01 91.49 3000 | 15 0.15 91.64 3010 | 6 0.06 91.70 3020 | 1 0.01 91.71 3030 | 5 0.05 91.76 3050 | 15 0.15 91.91 3060 | 3 0.03 91.94 3070 | 35 0.35 92.29 3080 | 5 0.05 92.34 3089 | 1 0.01 92.35 3090 | 1 0.01 92.36 3092 | 1 0.01 92.37 3093 | 1 0.01 92.38 3100 | 2 0.02 92.40 3104 | 1 0.01 92.41 3105 | 2 0.02 92.43 3110 | 6 0.06 92.49 3120 | 1 0.01 92.50 3125 | 1 0.01 92.51 3147 | 3 0.03 92.54 3150 | 44 0.44 92.98 3170 | 2 0.02 93.00 3173 | 1 0.01 93.01 3180 | 7 0.07 93.08 3190 | 18 0.18 93.26 3193 | 3 0.03 93.29 3210 | 31 0.31 93.60 3211 | 1 0.01 93.61 3230 | 2 0.02 93.63 3240 | 2 0.02 93.65 3250 | 7 0.07 93.72 3260 | 101 1.01 94.73 3270 | 3 0.03 94.76 3290 | 32 0.32 95.08 3300 | 7 0.07 95.15 3310 | 3 0.03 95.18 3311 | 1 0.01 95.19 3320 | 6 0.06 95.25 3340 | 45 0.45 95.70 3351 | 4 0.04 95.74 3360 | 1 0.01 95.75 3370 | 3 0.03 95.78 3375 | 6 0.06 95.84 3390 | 10 0.10 95.94 3400 | 1 0.01 95.95 3410 | 2 0.02 95.97 3412 | 3 0.03 96.00 3420 | 26 0.26 96.26 3423 | 1 0.01 96.27 3430 | 9 0.09 96.36 3440 | 6 0.06 96.42 3445 | 4 0.04 96.46 3450 | 5 0.05 96.51 3455 | 4 0.04 96.55 3460 | 11 0.11 96.66 3470 | 2 0.02 96.68 3490 | 13 0.13 96.81 3499 | 3 0.03 96.84 3500 | 1 0.01 96.85 3520 | 1 0.01 96.86 3530 | 2 0.02 96.88 3558 | 6 0.06 96.94 3560 | 1 0.01 96.95 3570 | 3 0.03 96.98 3590 | 1 0.01 96.99 3600 | 3 0.03 97.02 3620 | 1 0.01 97.03 3641 | 8 0.08 97.11 3655 | 1 0.01 97.12 3670 | 5 0.05 97.17 3686 | 4 0.04 97.21 3690 | 4 0.04 97.25 3697 | 2 0.02 97.27 3720 | 1 0.01 97.28 3730 | 5 0.05 97.33 3760 | 3 0.03 97.36 3770 | 27 0.27 97.63 3780 | 1 0.01 97.64 3785 | 1 0.01 97.65 3790 | 10 0.10 97.75 3810 | 9 0.09 97.84 3820 | 1 0.01 97.85 3840 | 1 0.01 97.86 3851 | 9 0.09 97.95 3853 | 3 0.03 97.98 3860 | 5 0.05 98.03 3870 | 4 0.04 98.07 3880 | 3 0.03 98.10 3890 | 1 0.01 98.11 3900 | 2 0.02 98.13 3920 | 4 0.04 98.17 3930 | 4 0.04 98.21 3950 | 8 0.08 98.29 3960 | 2 0.02 98.31 3970 | 3 0.03 98.34 3993 | 5 0.05 98.39 4000 | 7 0.07 98.46 4010 | 4 0.04 98.50 4020 | 8 0.08 98.58 4027 | 10 0.10 98.68 4030 | 4 0.04 98.72 4040 | 16 0.16 98.88 4050 | 11 0.11 98.99 4060 | 7 0.07 99.06 4070 | 4 0.04 99.10 4080 | 1 0.01 99.11 4100 | 2 0.02 99.13 4120 | 14 0.14 99.27 4124 | 1 0.01 99.28 4126 | 1 0.01 99.29 4130 | 4 0.04 99.33 4156 | 1 0.01 99.34 4163 | 1 0.01 99.35 4190 | 2 0.02 99.37 4230 | 1 0.01 99.38 4239 | 1 0.01 99.39 4250 | 1 0.01 99.40 4258 | 2 0.02 99.42 4259 | 3 0.03 99.45 4260 | 1 0.01 99.46 4266 | 1 0.01 99.47 4267 | 3 0.03 99.50 4270 | 1 0.01 99.51 4280 | 2 0.02 99.53 4290 | 5 0.05 99.58 4291 | 7 0.07 99.65 9997 | 17 0.17 99.82 9999 | 18 0.18 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016