Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,454 54.54 54.54 3 | 1 0.01 54.55 5 | 1 0.01 54.56 7 | 1 0.01 54.57 10 | 45 0.45 55.02 15 | 1 0.01 55.03 20 | 2 0.02 55.05 22 | 5 0.05 55.10 30 | 9 0.09 55.19 38 | 3 0.03 55.22 41 | 1 0.01 55.23 46 | 1 0.01 55.24 47 | 1 0.01 55.25 49 | 1 0.01 55.26 50 | 5 0.05 55.31 51 | 1 0.01 55.32 55 | 1 0.01 55.33 59 | 8 0.08 55.41 60 | 11 0.11 55.52 64 | 1 0.01 55.53 65 | 2 0.02 55.55 68 | 2 0.02 55.57 70 | 8 0.08 55.65 80 | 49 0.49 56.14 82 | 1 0.01 56.15 89 | 2 0.02 56.17 90 | 6 0.06 56.23 98 | 3 0.03 56.26 99 | 1 0.01 56.27 100 | 1 0.01 56.28 101 | 1 0.01 56.29 104 | 1 0.01 56.30 107 | 1 0.01 56.31 108 | 1 0.01 56.32 110 | 30 0.30 56.62 112 | 2 0.02 56.64 115 | 4 0.04 56.68 116 | 1 0.01 56.69 120 | 11 0.11 56.80 125 | 3 0.03 56.83 130 | 31 0.31 57.14 133 | 1 0.01 57.15 140 | 2 0.02 57.17 150 | 2 0.02 57.19 151 | 1 0.01 57.20 156 | 1 0.01 57.21 158 | 3 0.03 57.24 160 | 8 0.08 57.32 170 | 10 0.10 57.42 180 | 1 0.01 57.43 182 | 2 0.02 57.45 185 | 1 0.01 57.46 189 | 1 0.01 57.47 190 | 5 0.05 57.52 192 | 2 0.02 57.54 200 | 37 0.37 57.91 205 | 1 0.01 57.92 210 | 5 0.05 57.97 214 | 2 0.02 57.99 219 | 2 0.02 58.01 220 | 7 0.07 58.08 222 | 2 0.02 58.10 224 | 6 0.06 58.16 225 | 4 0.04 58.20 228 | 1 0.01 58.21 229 | 2 0.02 58.23 230 | 7 0.07 58.30 235 | 2 0.02 58.32 237 | 3 0.03 58.35 240 | 28 0.28 58.63 245 | 5 0.05 58.68 250 | 4 0.04 58.72 253 | 8 0.08 58.80 255 | 3 0.03 58.83 256 | 5 0.05 58.88 258 | 1 0.01 58.89 260 | 11 0.11 59.00 261 | 1 0.01 59.01 263 | 3 0.03 59.04 265 | 3 0.03 59.07 266 | 2 0.02 59.09 267 | 3 0.03 59.12 268 | 4 0.04 59.16 272 | 1 0.01 59.17 280 | 16 0.16 59.33 286 | 1 0.01 59.34 290 | 36 0.36 59.70 293 | 4 0.04 59.74 295 | 4 0.04 59.78 300 | 4 0.04 59.82 305 | 8 0.08 59.90 310 | 2 0.02 59.92 312 | 5 0.05 59.97 315 | 3 0.03 60.00 330 | 22 0.22 60.22 332 | 1 0.01 60.23 335 | 2 0.02 60.25 336 | 1 0.01 60.26 339 | 1 0.01 60.27 340 | 9 0.09 60.36 349 | 1 0.01 60.37 350 | 41 0.41 60.78 355 | 4 0.04 60.82 357 | 1 0.01 60.83 360 | 2 0.02 60.85 362 | 1 0.01 60.86 365 | 3 0.03 60.89 367 | 2 0.02 60.91 368 | 9 0.09 61.00 369 | 3 0.03 61.03 370 | 222 2.22 63.25 373 | 5 0.05 63.30 375 | 2 0.02 63.32 379 | 1 0.01 63.33 380 | 1 0.01 63.34 385 | 6 0.06 63.40 386 | 7 0.07 63.47 387 | 2 0.02 63.49 388 | 2 0.02 63.51 390 | 1 0.01 63.52 396 | 1 0.01 63.53 400 | 3 0.03 63.56 402 | 2 0.02 63.58 407 | 1 0.01 63.59 410 | 2 0.02 63.61 417 | 2 0.02 63.63 419 | 1 0.01 63.64 420 | 24 0.24 63.88 425 | 2 0.02 63.90 426 | 1 0.01 63.91 428 | 3 0.03 63.94 429 | 2 0.02 63.96 430 | 40 0.40 64.36 431 | 1 0.01 64.37 434 | 5 0.05 64.42 435 | 3 0.03 64.45 440 | 2 0.02 64.47 450 | 7 0.07 64.54 453 | 1 0.01 64.55 454 | 1 0.01 64.56 457 | 11 0.11 64.67 460 | 10 0.10 64.77 470 | 7 0.07 64.84 475 | 6 0.06 64.90 480 | 11 0.11 65.01 486 | 2 0.02 65.03 490 | 22 0.22 65.25 491 | 1 0.01 65.26 508 | 1 0.01 65.27 510 | 7 0.07 65.34 518 | 1 0.01 65.35 520 | 6 0.06 65.41 528 | 2 0.02 65.43 530 | 56 0.56 65.99 536 | 2 0.02 66.01 537 | 4 0.04 66.05 539 | 1 0.01 66.06 541 | 4 0.04 66.10 550 | 3 0.03 66.13 555 | 2 0.02 66.15 560 | 12 0.12 66.27 563 | 1 0.01 66.28 564 | 1 0.01 66.29 565 | 3 0.03 66.32 570 | 18 0.18 66.50 573 | 1 0.01 66.51 580 | 1 0.01 66.52 584 | 3 0.03 66.55 585 | 2 0.02 66.57 590 | 3 0.03 66.60 600 | 68 0.68 67.28 602 | 3 0.03 67.31 605 | 1 0.01 67.32 611 | 1 0.01 67.33 612 | 2 0.02 67.35 617 | 1 0.01 67.36 620 | 11 0.11 67.47 629 | 1 0.01 67.48 630 | 5 0.05 67.53 632 | 3 0.03 67.56 633 | 3 0.03 67.59 639 | 5 0.05 67.64 640 | 4 0.04 67.68 650 | 3 0.03 67.71 660 | 6 0.06 67.77 669 | 1 0.01 67.78 670 | 7 0.07 67.85 672 | 6 0.06 67.91 680 | 7 0.07 67.98 681 | 2 0.02 68.00 688 | 1 0.01 68.01 690 | 3 0.03 68.04 691 | 1 0.01 68.05 700 | 12 0.12 68.17 710 | 20 0.20 68.37 712 | 9 0.09 68.46 713 | 1 0.01 68.47 715 | 6 0.06 68.53 718 | 1 0.01 68.54 719 | 2 0.02 68.56 720 | 4 0.04 68.60 740 | 7 0.07 68.67 749 | 2 0.02 68.69 750 | 9 0.09 68.78 756 | 1 0.01 68.79 760 | 10 0.10 68.89 765 | 3 0.03 68.92 770 | 1 0.01 68.93 771 | 12 0.12 69.05 780 | 27 0.27 69.32 782 | 2 0.02 69.34 787 | 2 0.02 69.36 790 | 16 0.16 69.52 800 | 3 0.03 69.55 801 | 1 0.01 69.56 804 | 4 0.04 69.60 810 | 19 0.19 69.79 811 | 3 0.03 69.82 820 | 15 0.15 69.97 823 | 2 0.02 69.99 825 | 9 0.09 70.08 830 | 3 0.03 70.11 832 | 1 0.01 70.12 835 | 6 0.06 70.18 838 | 1 0.01 70.19 843 | 2 0.02 70.21 845 | 2 0.02 70.23 846 | 1 0.01 70.24 850 | 9 0.09 70.33 854 | 2 0.02 70.35 857 | 1 0.01 70.36 860 | 15 0.15 70.51 870 | 1 0.01 70.52 880 | 11 0.11 70.63 887 | 1 0.01 70.64 890 | 6 0.06 70.70 905 | 1 0.01 70.71 915 | 1 0.01 70.72 920 | 6 0.06 70.78 930 | 5 0.05 70.83 940 | 2 0.02 70.85 944 | 1 0.01 70.86 946 | 1 0.01 70.87 960 | 3 0.03 70.90 970 | 5 0.05 70.95 980 | 1 0.01 70.96 986 | 1 0.01 70.97 1000 | 7 0.07 71.04 1003 | 2 0.02 71.06 1015 | 6 0.06 71.12 1020 | 3 0.03 71.15 1030 | 1 0.01 71.16 1040 | 5 0.05 71.21 1045 | 8 0.08 71.29 1050 | 24 0.24 71.53 1054 | 4 0.04 71.57 1065 | 1 0.01 71.58 1070 | 13 0.13 71.71 1071 | 2 0.02 71.73 1080 | 21 0.21 71.94 1090 | 4 0.04 71.98 1100 | 1 0.01 71.99 1108 | 2 0.02 72.01 1110 | 5 0.05 72.06 1120 | 4 0.04 72.10 1130 | 8 0.08 72.18 1137 | 1 0.01 72.19 1150 | 3 0.03 72.22 1170 | 2 0.02 72.24 1175 | 1 0.01 72.25 1178 | 1 0.01 72.26 1182 | 4 0.04 72.30 1188 | 1 0.01 72.31 1190 | 5 0.05 72.36 1200 | 17 0.17 72.53 1210 | 2 0.02 72.55 1220 | 1 0.01 72.56 1230 | 1 0.01 72.57 1240 | 1 0.01 72.58 1245 | 1 0.01 72.59 1250 | 4 0.04 72.63 1260 | 9 0.09 72.72 1270 | 4 0.04 72.76 1280 | 9 0.09 72.85 1300 | 3 0.03 72.88 1305 | 9 0.09 72.97 1310 | 10 0.10 73.07 1320 | 1 0.01 73.08 1331 | 1 0.01 73.09 1340 | 28 0.28 73.37 1343 | 2 0.02 73.39 1345 | 4 0.04 73.43 1360 | 1 0.01 73.44 1364 | 13 0.13 73.57 1370 | 62 0.62 74.19 1380 | 8 0.08 74.27 1390 | 4 0.04 74.31 1400 | 5 0.05 74.36 1405 | 1 0.01 74.37 1409 | 1 0.01 74.38 1410 | 15 0.15 74.53 1420 | 21 0.21 74.74 1430 | 5 0.05 74.79 1435 | 14 0.14 74.93 1440 | 11 0.11 75.04 1445 | 1 0.01 75.05 1450 | 2 0.02 75.07 1457 | 1 0.01 75.08 1460 | 2 0.02 75.10 1461 | 1 0.01 75.11 1465 | 2 0.02 75.13 1480 | 2 0.02 75.15 1481 | 1 0.01 75.16 1493 | 4 0.04 75.20 1500 | 3 0.03 75.23 1510 | 98 0.98 76.21 1520 | 3 0.03 76.24 1530 | 6 0.06 76.30 1534 | 1 0.01 76.31 1535 | 1 0.01 76.32 1540 | 3 0.03 76.35 1550 | 5 0.05 76.40 1552 | 3 0.03 76.43 1560 | 11 0.11 76.54 1568 | 3 0.03 76.57 1570 | 1 0.01 76.58 1580 | 12 0.12 76.70 1590 | 5 0.05 76.75 1600 | 1 0.01 76.76 1603 | 16 0.16 76.92 1605 | 4 0.04 76.96 1620 | 1 0.01 76.97 1630 | 2 0.02 76.99 1632 | 1 0.01 77.00 1640 | 1 0.01 77.01 1645 | 1 0.01 77.02 1660 | 14 0.14 77.16 1670 | 5 0.05 77.21 1680 | 1 0.01 77.22 1685 | 1 0.01 77.23 1690 | 16 0.16 77.39 1695 | 5 0.05 77.44 1700 | 5 0.05 77.49 1705 | 3 0.03 77.52 1710 | 1 0.01 77.53 1713 | 5 0.05 77.58 1716 | 5 0.05 77.63 1717 | 1 0.01 77.64 1720 | 1 0.01 77.65 1730 | 13 0.13 77.78 1740 | 6 0.06 77.84 1750 | 7 0.07 77.91 1755 | 2 0.02 77.93 1760 | 3 0.03 77.96 1770 | 7 0.07 78.03 1771 | 2 0.02 78.05 1776 | 2 0.02 78.07 1780 | 4 0.04 78.11 1781 | 1 0.01 78.12 1782 | 4 0.04 78.16 1786 | 4 0.04 78.20 1790 | 6 0.06 78.26 1800 | 1 0.01 78.27 1801 | 8 0.08 78.35 1802 | 1 0.01 78.36 1810 | 1 0.01 78.37 1812 | 1 0.01 78.38 1820 | 7 0.07 78.45 1825 | 1 0.01 78.46 1826 | 1 0.01 78.47 1830 | 2 0.02 78.49 1840 | 15 0.15 78.64 1843 | 1 0.01 78.65 1845 | 2 0.02 78.67 1846 | 1 0.01 78.68 1847 | 1 0.01 78.69 1850 | 1 0.01 78.70 1860 | 1 0.01 78.71 1865 | 2 0.02 78.73 1870 | 7 0.07 78.80 1871 | 2 0.02 78.82 1876 | 3 0.03 78.85 1880 | 3 0.03 78.88 1890 | 4 0.04 78.92 1895 | 1 0.01 78.93 1896 | 1 0.01 78.94 1900 | 1 0.01 78.95 1907 | 8 0.08 79.03 1910 | 2 0.02 79.05 1920 | 8 0.08 79.13 1925 | 2 0.02 79.15 1927 | 5 0.05 79.20 1930 | 3 0.03 79.23 1940 | 2 0.02 79.25 1946 | 1 0.01 79.26 1947 | 3 0.03 79.29 1950 | 2 0.02 79.31 1952 | 2 0.02 79.33 1953 | 1 0.01 79.34 1970 | 22 0.22 79.56 1974 | 3 0.03 79.59 1980 | 259 2.59 82.18 1990 | 11 0.11 82.29 2000 | 1 0.01 82.30 2005 | 8 0.08 82.38 2010 | 59 0.59 82.97 2020 | 8 0.08 83.05 2025 | 1 0.01 83.06 2030 | 2 0.02 83.08 2036 | 1 0.01 83.09 2050 | 26 0.26 83.35 2052 | 1 0.01 83.36 2054 | 3 0.03 83.39 2057 | 1 0.01 83.40 2060 | 2 0.02 83.42 2070 | 5 0.05 83.47 2073 | 1 0.01 83.48 2083 | 1 0.01 83.49 2100 | 29 0.29 83.78 2120 | 1 0.01 83.79 2130 | 23 0.23 84.02 2136 | 3 0.03 84.05 2140 | 2 0.02 84.07 2146 | 2 0.02 84.09 2150 | 11 0.11 84.20 2157 | 1 0.01 84.21 2170 | 1 0.01 84.22 2173 | 1 0.01 84.23 2180 | 3 0.03 84.26 2182 | 5 0.05 84.31 2190 | 6 0.06 84.37 2199 | 5 0.05 84.42 2200 | 15 0.15 84.57 2210 | 1 0.01 84.58 2219 | 3 0.03 84.61 2220 | 11 0.11 84.72 2230 | 8 0.08 84.80 2235 | 2 0.02 84.82 2238 | 1 0.01 84.83 2240 | 2 0.02 84.85 2250 | 2 0.02 84.87 2260 | 11 0.11 84.98 2262 | 1 0.01 84.99 2270 | 11 0.11 85.10 2276 | 3 0.03 85.13 2278 | 6 0.06 85.19 2280 | 2 0.02 85.21 2290 | 4 0.04 85.25 2293 | 1 0.01 85.26 2300 | 1 0.01 85.27 2310 | 3 0.03 85.30 2311 | 7 0.07 85.37 2320 | 17 0.17 85.54 2321 | 1 0.01 85.55 2327 | 2 0.02 85.57 2330 | 2 0.02 85.59 2340 | 17 0.17 85.76 2350 | 5 0.05 85.81 2355 | 2 0.02 85.83 2360 | 35 0.35 86.18 2370 | 2 0.02 86.20 2375 | 5 0.05 86.25 2380 | 2 0.02 86.27 2400 | 6 0.06 86.33 2405 | 1 0.01 86.34 2406 | 1 0.01 86.35 2407 | 2 0.02 86.37 2410 | 4 0.04 86.41 2420 | 5 0.05 86.46 2424 | 7 0.07 86.53 2427 | 5 0.05 86.58 2430 | 1 0.01 86.59 2431 | 8 0.08 86.67 2439 | 5 0.05 86.72 2440 | 5 0.05 86.77 2446 | 2 0.02 86.79 2447 | 1 0.01 86.80 2450 | 5 0.05 86.85 2451 | 2 0.02 86.87 2456 | 1 0.01 86.88 2457 | 3 0.03 86.91 2458 | 8 0.08 86.99 2460 | 6 0.06 87.05 2468 | 8 0.08 87.13 2470 | 1 0.01 87.14 2480 | 35 0.35 87.49 2485 | 1 0.01 87.50 2490 | 8 0.08 87.58 2500 | 2 0.02 87.60 2510 | 22 0.22 87.82 2523 | 1 0.01 87.83 2530 | 5 0.05 87.88 2540 | 9 0.09 87.97 2541 | 6 0.06 88.03 2550 | 22 0.22 88.25 2560 | 9 0.09 88.34 2564 | 1 0.01 88.35 2569 | 1 0.01 88.36 2570 | 9 0.09 88.45 2571 | 1 0.01 88.46 2573 | 3 0.03 88.49 2580 | 5 0.05 88.54 2583 | 1 0.01 88.55 2590 | 4 0.04 88.59 2600 | 3 0.03 88.62 2601 | 7 0.07 88.69 2620 | 11 0.11 88.80 2621 | 1 0.01 88.81 2630 | 4 0.04 88.85 2640 | 2 0.02 88.87 2645 | 11 0.11 88.98 2646 | 3 0.03 89.01 2650 | 7 0.07 89.08 2652 | 1 0.01 89.09 2658 | 1 0.01 89.10 2660 | 6 0.06 89.16 2670 | 1 0.01 89.17 2674 | 1 0.01 89.18 2680 | 6 0.06 89.24 2684 | 2 0.02 89.26 2690 | 8 0.08 89.34 2700 | 11 0.11 89.45 2713 | 3 0.03 89.48 2720 | 4 0.04 89.52 2730 | 35 0.35 89.87 2740 | 5 0.05 89.92 2749 | 5 0.05 89.97 2750 | 2 0.02 89.99 2760 | 2 0.02 90.01 2764 | 1 0.01 90.02 2770 | 9 0.09 90.11 2776 | 1 0.01 90.12 2780 | 6 0.06 90.18 2785 | 1 0.01 90.19 2787 | 3 0.03 90.22 2790 | 4 0.04 90.26 2800 | 4 0.04 90.30 2825 | 1 0.01 90.31 2830 | 2 0.02 90.33 2840 | 4 0.04 90.37 2850 | 2 0.02 90.39 2870 | 15 0.15 90.54 2873 | 2 0.02 90.56 2874 | 1 0.01 90.57 2875 | 1 0.01 90.58 2880 | 7 0.07 90.65 2882 | 2 0.02 90.67 2898 | 1 0.01 90.68 2900 | 4 0.04 90.72 2904 | 3 0.03 90.75 2907 | 1 0.01 90.76 2910 | 1 0.01 90.77 2915 | 1 0.01 90.78 2916 | 4 0.04 90.82 2920 | 1 0.01 90.83 2922 | 4 0.04 90.87 2929 | 5 0.05 90.92 2930 | 1 0.01 90.93 2935 | 2 0.02 90.95 2940 | 14 0.14 91.09 2941 | 2 0.02 91.11 2945 | 1 0.01 91.12 2948 | 1 0.01 91.13 2950 | 72 0.72 91.85 2960 | 11 0.11 91.96 2970 | 5 0.05 92.01 2980 | 4 0.04 92.05 2990 | 2 0.02 92.07 3000 | 17 0.17 92.24 3010 | 16 0.16 92.40 3030 | 5 0.05 92.45 3040 | 3 0.03 92.48 3050 | 9 0.09 92.57 3070 | 34 0.34 92.91 3080 | 2 0.02 92.93 3087 | 1 0.01 92.94 3089 | 1 0.01 92.95 3092 | 2 0.02 92.97 3105 | 4 0.04 93.01 3110 | 7 0.07 93.08 3120 | 2 0.02 93.10 3125 | 5 0.05 93.15 3144 | 1 0.01 93.16 3147 | 1 0.01 93.17 3150 | 51 0.51 93.68 3175 | 2 0.02 93.70 3180 | 6 0.06 93.76 3190 | 14 0.14 93.90 3192 | 1 0.01 93.91 3193 | 2 0.02 93.93 3200 | 1 0.01 93.94 3210 | 31 0.31 94.25 3220 | 3 0.03 94.28 3230 | 1 0.01 94.29 3250 | 2 0.02 94.31 3260 | 88 0.88 95.19 3270 | 4 0.04 95.23 3280 | 2 0.02 95.25 3290 | 39 0.39 95.64 3300 | 6 0.06 95.70 3310 | 2 0.02 95.72 3320 | 3 0.03 95.75 3326 | 1 0.01 95.76 3327 | 1 0.01 95.77 3330 | 3 0.03 95.80 3340 | 52 0.52 96.32 3350 | 1 0.01 96.33 3351 | 3 0.03 96.36 3360 | 3 0.03 96.39 3370 | 1 0.01 96.40 3375 | 3 0.03 96.43 3390 | 4 0.04 96.47 3400 | 3 0.03 96.50 3410 | 2 0.02 96.52 3420 | 23 0.23 96.75 3430 | 5 0.05 96.80 3440 | 7 0.07 96.87 3445 | 14 0.14 97.01 3450 | 6 0.06 97.07 3455 | 5 0.05 97.12 3460 | 2 0.02 97.14 3470 | 5 0.05 97.19 3490 | 12 0.12 97.31 3540 | 1 0.01 97.32 3556 | 1 0.01 97.33 3558 | 5 0.05 97.38 3570 | 5 0.05 97.43 3590 | 2 0.02 97.45 3600 | 2 0.02 97.47 3610 | 1 0.01 97.48 3620 | 2 0.02 97.50 3641 | 9 0.09 97.59 3670 | 2 0.02 97.61 3690 | 5 0.05 97.66 3697 | 1 0.01 97.67 3700 | 1 0.01 97.68 3720 | 1 0.01 97.69 3730 | 5 0.05 97.74 3760 | 7 0.07 97.81 3770 | 30 0.30 98.11 3786 | 1 0.01 98.12 3790 | 4 0.04 98.16 3810 | 2 0.02 98.18 3820 | 2 0.02 98.20 3840 | 1 0.01 98.21 3851 | 4 0.04 98.25 3860 | 5 0.05 98.30 3870 | 7 0.07 98.37 3880 | 6 0.06 98.43 3900 | 1 0.01 98.44 3920 | 4 0.04 98.48 3950 | 5 0.05 98.53 3960 | 4 0.04 98.57 3970 | 4 0.04 98.61 3990 | 2 0.02 98.63 3993 | 3 0.03 98.66 4000 | 3 0.03 98.69 4010 | 3 0.03 98.72 4020 | 9 0.09 98.81 4027 | 9 0.09 98.90 4030 | 1 0.01 98.91 4040 | 6 0.06 98.97 4050 | 8 0.08 99.05 4060 | 7 0.07 99.12 4069 | 1 0.01 99.13 4070 | 2 0.02 99.15 4090 | 1 0.01 99.16 4100 | 4 0.04 99.20 4110 | 1 0.01 99.21 4120 | 10 0.10 99.31 4124 | 3 0.03 99.34 4130 | 4 0.04 99.38 4150 | 2 0.02 99.40 4163 | 3 0.03 99.43 4190 | 3 0.03 99.46 4200 | 1 0.01 99.47 4239 | 1 0.01 99.48 4259 | 1 0.01 99.49 4266 | 2 0.02 99.51 4267 | 1 0.01 99.52 4270 | 1 0.01 99.53 4280 | 2 0.02 99.55 4290 | 3 0.03 99.58 4291 | 6 0.06 99.64 9997 | 4 0.04 99.68 9999 | 32 0.32 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016