Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,491 54.91 54.91 3 | 4 0.04 54.95 10 | 50 0.50 55.45 12 | 1 0.01 55.46 20 | 3 0.03 55.49 22 | 3 0.03 55.52 30 | 12 0.12 55.64 33 | 1 0.01 55.65 38 | 1 0.01 55.66 40 | 2 0.02 55.68 46 | 5 0.05 55.73 47 | 2 0.02 55.75 50 | 4 0.04 55.79 55 | 1 0.01 55.80 59 | 4 0.04 55.84 60 | 6 0.06 55.90 64 | 1 0.01 55.91 65 | 2 0.02 55.93 66 | 1 0.01 55.94 68 | 1 0.01 55.95 70 | 13 0.13 56.08 74 | 1 0.01 56.09 77 | 1 0.01 56.10 80 | 46 0.46 56.56 82 | 3 0.03 56.59 83 | 2 0.02 56.61 89 | 2 0.02 56.63 90 | 6 0.06 56.69 98 | 1 0.01 56.70 100 | 4 0.04 56.74 104 | 3 0.03 56.77 108 | 3 0.03 56.80 110 | 31 0.31 57.11 112 | 2 0.02 57.13 115 | 12 0.12 57.25 120 | 12 0.12 57.37 125 | 2 0.02 57.39 126 | 1 0.01 57.40 130 | 33 0.33 57.73 140 | 2 0.02 57.75 150 | 1 0.01 57.76 156 | 1 0.01 57.77 158 | 7 0.07 57.84 160 | 9 0.09 57.93 170 | 23 0.23 58.16 180 | 1 0.01 58.17 182 | 2 0.02 58.19 185 | 2 0.02 58.21 189 | 1 0.01 58.22 190 | 8 0.08 58.30 200 | 37 0.37 58.67 210 | 2 0.02 58.69 217 | 3 0.03 58.72 219 | 2 0.02 58.74 220 | 10 0.10 58.84 222 | 1 0.01 58.85 224 | 1 0.01 58.86 225 | 5 0.05 58.91 227 | 2 0.02 58.93 228 | 3 0.03 58.96 229 | 1 0.01 58.97 230 | 6 0.06 59.03 232 | 1 0.01 59.04 235 | 5 0.05 59.09 237 | 4 0.04 59.13 240 | 26 0.26 59.39 245 | 7 0.07 59.46 250 | 7 0.07 59.53 253 | 5 0.05 59.58 255 | 1 0.01 59.59 256 | 1 0.01 59.60 258 | 2 0.02 59.62 260 | 11 0.11 59.73 263 | 5 0.05 59.78 266 | 3 0.03 59.81 267 | 1 0.01 59.82 268 | 1 0.01 59.83 273 | 1 0.01 59.84 280 | 15 0.15 59.99 290 | 48 0.48 60.47 295 | 3 0.03 60.50 297 | 2 0.02 60.52 299 | 1 0.01 60.53 300 | 2 0.02 60.55 305 | 4 0.04 60.59 310 | 3 0.03 60.62 311 | 1 0.01 60.63 312 | 4 0.04 60.67 315 | 2 0.02 60.69 318 | 1 0.01 60.70 326 | 2 0.02 60.72 330 | 23 0.23 60.95 332 | 2 0.02 60.97 335 | 1 0.01 60.98 336 | 1 0.01 60.99 338 | 3 0.03 61.02 339 | 4 0.04 61.06 340 | 14 0.14 61.20 349 | 3 0.03 61.23 350 | 45 0.45 61.68 360 | 2 0.02 61.70 365 | 1 0.01 61.71 367 | 3 0.03 61.74 368 | 8 0.08 61.82 369 | 2 0.02 61.84 370 | 181 1.81 63.65 373 | 8 0.08 63.73 374 | 1 0.01 63.74 375 | 1 0.01 63.75 380 | 4 0.04 63.79 385 | 3 0.03 63.82 386 | 5 0.05 63.87 387 | 3 0.03 63.90 390 | 2 0.02 63.92 392 | 3 0.03 63.95 397 | 1 0.01 63.96 400 | 2 0.02 63.98 401 | 1 0.01 63.99 402 | 1 0.01 64.00 405 | 1 0.01 64.01 407 | 1 0.01 64.02 410 | 7 0.07 64.09 415 | 1 0.01 64.10 420 | 21 0.21 64.31 425 | 3 0.03 64.34 428 | 3 0.03 64.37 429 | 2 0.02 64.39 430 | 34 0.34 64.73 431 | 8 0.08 64.81 434 | 1 0.01 64.82 440 | 3 0.03 64.85 450 | 8 0.08 64.93 454 | 1 0.01 64.94 457 | 14 0.14 65.08 458 | 2 0.02 65.10 460 | 7 0.07 65.17 470 | 7 0.07 65.24 475 | 3 0.03 65.27 480 | 7 0.07 65.34 486 | 1 0.01 65.35 489 | 2 0.02 65.37 490 | 24 0.24 65.61 491 | 2 0.02 65.63 492 | 1 0.01 65.64 502 | 2 0.02 65.66 505 | 1 0.01 65.67 508 | 1 0.01 65.68 510 | 6 0.06 65.74 520 | 7 0.07 65.81 521 | 1 0.01 65.82 524 | 1 0.01 65.83 525 | 1 0.01 65.84 526 | 3 0.03 65.87 530 | 62 0.62 66.49 536 | 1 0.01 66.50 538 | 6 0.06 66.56 539 | 3 0.03 66.59 541 | 1 0.01 66.60 550 | 2 0.02 66.62 555 | 2 0.02 66.64 560 | 14 0.14 66.78 565 | 4 0.04 66.82 567 | 2 0.02 66.84 570 | 14 0.14 66.98 572 | 2 0.02 67.00 580 | 5 0.05 67.05 584 | 4 0.04 67.09 585 | 1 0.01 67.10 590 | 3 0.03 67.13 600 | 62 0.62 67.75 602 | 7 0.07 67.82 605 | 2 0.02 67.84 610 | 4 0.04 67.88 611 | 2 0.02 67.90 612 | 6 0.06 67.96 620 | 4 0.04 68.00 629 | 1 0.01 68.01 630 | 6 0.06 68.07 632 | 2 0.02 68.09 633 | 4 0.04 68.13 639 | 5 0.05 68.18 640 | 5 0.05 68.23 650 | 4 0.04 68.27 655 | 1 0.01 68.28 660 | 5 0.05 68.33 663 | 2 0.02 68.35 670 | 1 0.01 68.36 672 | 6 0.06 68.42 680 | 7 0.07 68.49 681 | 3 0.03 68.52 691 | 2 0.02 68.54 700 | 8 0.08 68.62 705 | 1 0.01 68.63 708 | 1 0.01 68.64 710 | 10 0.10 68.74 712 | 7 0.07 68.81 715 | 1 0.01 68.82 719 | 2 0.02 68.84 720 | 4 0.04 68.88 724 | 1 0.01 68.89 725 | 1 0.01 68.90 730 | 1 0.01 68.91 740 | 3 0.03 68.94 749 | 1 0.01 68.95 750 | 6 0.06 69.01 755 | 2 0.02 69.03 756 | 1 0.01 69.04 760 | 7 0.07 69.11 765 | 1 0.01 69.12 770 | 9 0.09 69.21 771 | 6 0.06 69.27 780 | 23 0.23 69.50 782 | 2 0.02 69.52 785 | 2 0.02 69.54 787 | 1 0.01 69.55 790 | 13 0.13 69.68 800 | 1 0.01 69.69 801 | 1 0.01 69.70 802 | 2 0.02 69.72 804 | 2 0.02 69.74 810 | 13 0.13 69.87 811 | 3 0.03 69.90 815 | 1 0.01 69.91 817 | 2 0.02 69.93 820 | 16 0.16 70.09 822 | 1 0.01 70.10 823 | 2 0.02 70.12 825 | 3 0.03 70.15 830 | 1 0.01 70.16 835 | 2 0.02 70.18 840 | 1 0.01 70.19 842 | 2 0.02 70.21 843 | 1 0.01 70.22 845 | 3 0.03 70.25 850 | 8 0.08 70.33 854 | 2 0.02 70.35 860 | 8 0.08 70.43 870 | 4 0.04 70.47 880 | 14 0.14 70.61 887 | 2 0.02 70.63 890 | 6 0.06 70.69 910 | 1 0.01 70.70 920 | 2 0.02 70.72 930 | 8 0.08 70.80 938 | 1 0.01 70.81 940 | 2 0.02 70.83 960 | 3 0.03 70.86 970 | 2 0.02 70.88 972 | 4 0.04 70.92 975 | 2 0.02 70.94 980 | 1 0.01 70.95 1000 | 1 0.01 70.96 1003 | 4 0.04 71.00 1010 | 1 0.01 71.01 1011 | 1 0.01 71.02 1015 | 6 0.06 71.08 1030 | 8 0.08 71.16 1040 | 3 0.03 71.19 1045 | 6 0.06 71.25 1047 | 1 0.01 71.26 1050 | 38 0.38 71.64 1060 | 1 0.01 71.65 1065 | 2 0.02 71.67 1070 | 20 0.20 71.87 1080 | 10 0.10 71.97 1090 | 3 0.03 72.00 1100 | 1 0.01 72.01 1108 | 7 0.07 72.08 1110 | 4 0.04 72.12 1130 | 7 0.07 72.19 1137 | 4 0.04 72.23 1139 | 1 0.01 72.24 1150 | 1 0.01 72.25 1152 | 1 0.01 72.26 1160 | 1 0.01 72.27 1170 | 1 0.01 72.28 1178 | 1 0.01 72.29 1182 | 2 0.02 72.31 1188 | 1 0.01 72.32 1190 | 1 0.01 72.33 1200 | 15 0.15 72.48 1210 | 7 0.07 72.55 1220 | 3 0.03 72.58 1224 | 1 0.01 72.59 1230 | 7 0.07 72.66 1240 | 7 0.07 72.73 1250 | 2 0.02 72.75 1260 | 9 0.09 72.84 1270 | 6 0.06 72.90 1274 | 1 0.01 72.91 1280 | 2 0.02 72.93 1300 | 3 0.03 72.96 1305 | 13 0.13 73.09 1310 | 13 0.13 73.22 1313 | 1 0.01 73.23 1315 | 2 0.02 73.25 1320 | 1 0.01 73.26 1340 | 24 0.24 73.50 1345 | 8 0.08 73.58 1360 | 1 0.01 73.59 1364 | 8 0.08 73.67 1370 | 46 0.46 74.13 1375 | 1 0.01 74.14 1380 | 6 0.06 74.20 1390 | 3 0.03 74.23 1400 | 5 0.05 74.28 1410 | 16 0.16 74.44 1420 | 20 0.20 74.64 1430 | 6 0.06 74.70 1435 | 13 0.13 74.83 1440 | 5 0.05 74.88 1445 | 3 0.03 74.91 1460 | 1 0.01 74.92 1461 | 1 0.01 74.93 1465 | 3 0.03 74.96 1480 | 1 0.01 74.97 1482 | 2 0.02 74.99 1493 | 6 0.06 75.05 1494 | 2 0.02 75.07 1500 | 3 0.03 75.10 1505 | 5 0.05 75.15 1510 | 100 1.00 76.15 1520 | 8 0.08 76.23 1529 | 3 0.03 76.26 1530 | 4 0.04 76.30 1540 | 2 0.02 76.32 1550 | 10 0.10 76.42 1560 | 14 0.14 76.56 1568 | 1 0.01 76.57 1570 | 1 0.01 76.58 1580 | 12 0.12 76.70 1590 | 4 0.04 76.74 1600 | 1 0.01 76.75 1603 | 13 0.13 76.88 1605 | 3 0.03 76.91 1618 | 1 0.01 76.92 1630 | 3 0.03 76.95 1640 | 1 0.01 76.96 1645 | 3 0.03 76.99 1660 | 14 0.14 77.13 1670 | 2 0.02 77.15 1680 | 2 0.02 77.17 1690 | 13 0.13 77.30 1695 | 6 0.06 77.36 1700 | 5 0.05 77.41 1705 | 4 0.04 77.45 1713 | 10 0.10 77.55 1716 | 8 0.08 77.63 1720 | 2 0.02 77.65 1730 | 22 0.22 77.87 1740 | 4 0.04 77.91 1750 | 10 0.10 78.01 1755 | 1 0.01 78.02 1760 | 2 0.02 78.04 1770 | 11 0.11 78.15 1771 | 2 0.02 78.17 1780 | 8 0.08 78.25 1782 | 3 0.03 78.28 1786 | 5 0.05 78.33 1790 | 4 0.04 78.37 1801 | 6 0.06 78.43 1802 | 21 0.21 78.64 1806 | 1 0.01 78.65 1808 | 2 0.02 78.67 1815 | 2 0.02 78.69 1820 | 2 0.02 78.71 1823 | 1 0.01 78.72 1825 | 5 0.05 78.77 1826 | 3 0.03 78.80 1830 | 2 0.02 78.82 1832 | 1 0.01 78.83 1840 | 16 0.16 78.99 1842 | 1 0.01 79.00 1845 | 1 0.01 79.01 1850 | 3 0.03 79.04 1852 | 1 0.01 79.05 1865 | 1 0.01 79.06 1870 | 4 0.04 79.10 1871 | 2 0.02 79.12 1876 | 1 0.01 79.13 1880 | 1 0.01 79.14 1890 | 2 0.02 79.16 1895 | 1 0.01 79.17 1896 | 1 0.01 79.18 1907 | 7 0.07 79.25 1920 | 7 0.07 79.32 1925 | 4 0.04 79.36 1927 | 2 0.02 79.38 1940 | 5 0.05 79.43 1946 | 1 0.01 79.44 1947 | 1 0.01 79.45 1950 | 3 0.03 79.48 1952 | 5 0.05 79.53 1970 | 35 0.35 79.88 1980 | 249 2.49 82.37 1990 | 11 0.11 82.48 2000 | 5 0.05 82.53 2005 | 1 0.01 82.54 2010 | 37 0.37 82.91 2020 | 9 0.09 83.00 2025 | 1 0.01 83.01 2030 | 1 0.01 83.02 2036 | 4 0.04 83.06 2040 | 1 0.01 83.07 2050 | 16 0.16 83.23 2052 | 1 0.01 83.24 2054 | 4 0.04 83.28 2056 | 2 0.02 83.30 2060 | 2 0.02 83.32 2063 | 3 0.03 83.35 2070 | 8 0.08 83.43 2073 | 2 0.02 83.45 2083 | 7 0.07 83.52 2084 | 2 0.02 83.54 2085 | 2 0.02 83.56 2090 | 3 0.03 83.59 2100 | 29 0.29 83.88 2105 | 1 0.01 83.89 2110 | 2 0.02 83.91 2130 | 31 0.31 84.22 2140 | 1 0.01 84.23 2141 | 1 0.01 84.24 2146 | 2 0.02 84.26 2150 | 7 0.07 84.33 2155 | 1 0.01 84.34 2157 | 1 0.01 84.35 2159 | 1 0.01 84.36 2160 | 2 0.02 84.38 2170 | 4 0.04 84.42 2180 | 4 0.04 84.46 2182 | 4 0.04 84.50 2190 | 6 0.06 84.56 2194 | 1 0.01 84.57 2199 | 10 0.10 84.67 2200 | 15 0.15 84.82 2219 | 4 0.04 84.86 2220 | 7 0.07 84.93 2230 | 8 0.08 85.01 2235 | 1 0.01 85.02 2238 | 4 0.04 85.06 2240 | 5 0.05 85.11 2250 | 1 0.01 85.12 2260 | 7 0.07 85.19 2262 | 1 0.01 85.20 2270 | 10 0.10 85.30 2276 | 1 0.01 85.31 2278 | 12 0.12 85.43 2280 | 1 0.01 85.44 2290 | 1 0.01 85.45 2300 | 3 0.03 85.48 2311 | 4 0.04 85.52 2320 | 20 0.20 85.72 2327 | 9 0.09 85.81 2330 | 6 0.06 85.87 2340 | 7 0.07 85.94 2350 | 4 0.04 85.98 2355 | 1 0.01 85.99 2360 | 30 0.30 86.29 2370 | 3 0.03 86.32 2375 | 8 0.08 86.40 2380 | 3 0.03 86.43 2390 | 1 0.01 86.44 2400 | 6 0.06 86.50 2405 | 4 0.04 86.54 2407 | 1 0.01 86.55 2410 | 2 0.02 86.57 2412 | 1 0.01 86.58 2420 | 2 0.02 86.60 2424 | 4 0.04 86.64 2427 | 9 0.09 86.73 2430 | 2 0.02 86.75 2431 | 6 0.06 86.81 2438 | 3 0.03 86.84 2439 | 8 0.08 86.92 2440 | 7 0.07 86.99 2445 | 2 0.02 87.01 2447 | 3 0.03 87.04 2450 | 4 0.04 87.08 2451 | 2 0.02 87.10 2455 | 2 0.02 87.12 2458 | 6 0.06 87.18 2460 | 1 0.01 87.19 2464 | 1 0.01 87.20 2468 | 5 0.05 87.25 2470 | 1 0.01 87.26 2475 | 1 0.01 87.27 2480 | 32 0.32 87.59 2490 | 5 0.05 87.64 2500 | 1 0.01 87.65 2510 | 17 0.17 87.82 2520 | 3 0.03 87.85 2530 | 4 0.04 87.89 2540 | 5 0.05 87.94 2541 | 4 0.04 87.98 2549 | 1 0.01 87.99 2550 | 42 0.42 88.41 2555 | 2 0.02 88.43 2560 | 8 0.08 88.51 2562 | 1 0.01 88.52 2570 | 7 0.07 88.59 2571 | 4 0.04 88.63 2580 | 4 0.04 88.67 2590 | 2 0.02 88.69 2592 | 1 0.01 88.70 2600 | 4 0.04 88.74 2601 | 2 0.02 88.76 2620 | 10 0.10 88.86 2630 | 4 0.04 88.90 2638 | 1 0.01 88.91 2640 | 1 0.01 88.92 2645 | 14 0.14 89.06 2646 | 6 0.06 89.12 2650 | 12 0.12 89.24 2660 | 3 0.03 89.27 2670 | 1 0.01 89.28 2674 | 2 0.02 89.30 2680 | 1 0.01 89.31 2684 | 1 0.01 89.32 2690 | 6 0.06 89.38 2700 | 15 0.15 89.53 2705 | 1 0.01 89.54 2712 | 1 0.01 89.55 2713 | 1 0.01 89.56 2719 | 1 0.01 89.57 2720 | 2 0.02 89.59 2730 | 21 0.21 89.80 2740 | 2 0.02 89.82 2749 | 3 0.03 89.85 2750 | 2 0.02 89.87 2760 | 4 0.04 89.91 2770 | 16 0.16 90.07 2776 | 1 0.01 90.08 2780 | 9 0.09 90.17 2782 | 1 0.01 90.18 2787 | 1 0.01 90.19 2790 | 15 0.15 90.34 2800 | 4 0.04 90.38 2805 | 1 0.01 90.39 2806 | 2 0.02 90.41 2810 | 1 0.01 90.42 2825 | 1 0.01 90.43 2830 | 1 0.01 90.44 2840 | 5 0.05 90.49 2850 | 1 0.01 90.50 2860 | 1 0.01 90.51 2870 | 22 0.22 90.73 2873 | 1 0.01 90.74 2880 | 10 0.10 90.84 2882 | 1 0.01 90.85 2890 | 6 0.06 90.91 2900 | 5 0.05 90.96 2904 | 2 0.02 90.98 2906 | 2 0.02 91.00 2910 | 1 0.01 91.01 2913 | 1 0.01 91.02 2916 | 3 0.03 91.05 2922 | 7 0.07 91.12 2930 | 1 0.01 91.13 2934 | 2 0.02 91.15 2940 | 8 0.08 91.23 2941 | 1 0.01 91.24 2948 | 2 0.02 91.26 2950 | 49 0.49 91.75 2960 | 10 0.10 91.85 2970 | 2 0.02 91.87 2980 | 14 0.14 92.01 3000 | 21 0.21 92.22 3010 | 8 0.08 92.30 3020 | 2 0.02 92.32 3030 | 4 0.04 92.36 3034 | 1 0.01 92.37 3040 | 1 0.01 92.38 3050 | 12 0.12 92.50 3060 | 2 0.02 92.52 3070 | 30 0.30 92.82 3080 | 4 0.04 92.86 3090 | 1 0.01 92.87 3100 | 2 0.02 92.89 3105 | 1 0.01 92.90 3110 | 7 0.07 92.97 3125 | 1 0.01 92.98 3130 | 1 0.01 92.99 3140 | 1 0.01 93.00 3147 | 1 0.01 93.01 3150 | 43 0.43 93.44 3173 | 2 0.02 93.46 3180 | 10 0.10 93.56 3190 | 14 0.14 93.70 3192 | 2 0.02 93.72 3193 | 3 0.03 93.75 3205 | 1 0.01 93.76 3210 | 33 0.33 94.09 3220 | 3 0.03 94.12 3230 | 3 0.03 94.15 3240 | 1 0.01 94.16 3250 | 6 0.06 94.22 3260 | 99 0.99 95.21 3270 | 6 0.06 95.27 3280 | 2 0.02 95.29 3290 | 41 0.41 95.70 3300 | 5 0.05 95.75 3306 | 3 0.03 95.78 3310 | 1 0.01 95.79 3315 | 1 0.01 95.80 3320 | 6 0.06 95.86 3326 | 1 0.01 95.87 3330 | 1 0.01 95.88 3340 | 40 0.40 96.28 3360 | 6 0.06 96.34 3370 | 6 0.06 96.40 3375 | 2 0.02 96.42 3380 | 1 0.01 96.43 3390 | 10 0.10 96.53 3395 | 1 0.01 96.54 3400 | 1 0.01 96.55 3410 | 1 0.01 96.56 3412 | 2 0.02 96.58 3420 | 16 0.16 96.74 3430 | 3 0.03 96.77 3440 | 6 0.06 96.83 3445 | 10 0.10 96.93 3450 | 1 0.01 96.94 3455 | 5 0.05 96.99 3460 | 4 0.04 97.03 3470 | 2 0.02 97.05 3480 | 1 0.01 97.06 3490 | 10 0.10 97.16 3499 | 2 0.02 97.18 3520 | 1 0.01 97.19 3530 | 1 0.01 97.20 3558 | 5 0.05 97.25 3570 | 2 0.02 97.27 3590 | 2 0.02 97.29 3604 | 1 0.01 97.30 3610 | 1 0.01 97.31 3630 | 1 0.01 97.32 3641 | 8 0.08 97.40 3660 | 1 0.01 97.41 3670 | 4 0.04 97.45 3686 | 3 0.03 97.48 3690 | 5 0.05 97.53 3697 | 1 0.01 97.54 3720 | 2 0.02 97.56 3730 | 2 0.02 97.58 3760 | 1 0.01 97.59 3770 | 27 0.27 97.86 3790 | 4 0.04 97.90 3810 | 9 0.09 97.99 3820 | 2 0.02 98.01 3850 | 1 0.01 98.02 3851 | 10 0.10 98.12 3860 | 7 0.07 98.19 3870 | 5 0.05 98.24 3880 | 3 0.03 98.27 3890 | 1 0.01 98.28 3900 | 3 0.03 98.31 3920 | 5 0.05 98.36 3930 | 1 0.01 98.37 3950 | 5 0.05 98.42 3960 | 3 0.03 98.45 3970 | 2 0.02 98.47 3993 | 1 0.01 98.48 4010 | 7 0.07 98.55 4020 | 9 0.09 98.64 4025 | 1 0.01 98.65 4027 | 4 0.04 98.69 4030 | 3 0.03 98.72 4040 | 14 0.14 98.86 4050 | 8 0.08 98.94 4060 | 8 0.08 99.02 4069 | 1 0.01 99.03 4070 | 3 0.03 99.06 4090 | 1 0.01 99.07 4100 | 3 0.03 99.10 4120 | 9 0.09 99.19 4124 | 1 0.01 99.20 4130 | 9 0.09 99.29 4163 | 5 0.05 99.34 4190 | 12 0.12 99.46 4200 | 2 0.02 99.48 4239 | 3 0.03 99.51 4259 | 1 0.01 99.52 4265 | 1 0.01 99.53 4266 | 1 0.01 99.54 4267 | 2 0.02 99.56 4280 | 2 0.02 99.58 4290 | 3 0.03 99.61 4291 | 2 0.02 99.63 9997 | 9 0.09 99.72 9999 | 28 0.28 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016