Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,136 51.36 51.36 6 | 1 0.01 51.37 8 | 3 0.03 51.40 10 | 50 0.50 51.90 15 | 1 0.01 51.91 20 | 1 0.01 51.92 22 | 3 0.03 51.95 30 | 11 0.11 52.06 34 | 1 0.01 52.07 38 | 1 0.01 52.08 40 | 1 0.01 52.09 46 | 2 0.02 52.11 47 | 3 0.03 52.14 49 | 2 0.02 52.16 50 | 2 0.02 52.18 59 | 7 0.07 52.25 60 | 7 0.07 52.32 63 | 1 0.01 52.33 64 | 1 0.01 52.34 70 | 11 0.11 52.45 72 | 1 0.01 52.46 80 | 63 0.63 53.09 83 | 2 0.02 53.11 85 | 1 0.01 53.12 90 | 13 0.13 53.25 98 | 2 0.02 53.27 99 | 1 0.01 53.28 100 | 8 0.08 53.36 108 | 1 0.01 53.37 110 | 28 0.28 53.65 112 | 1 0.01 53.66 116 | 1 0.01 53.67 120 | 11 0.11 53.78 130 | 26 0.26 54.04 140 | 4 0.04 54.08 145 | 1 0.01 54.09 150 | 1 0.01 54.10 151 | 2 0.02 54.12 154 | 1 0.01 54.13 155 | 2 0.02 54.15 156 | 2 0.02 54.17 157 | 1 0.01 54.18 158 | 2 0.02 54.20 160 | 10 0.10 54.30 170 | 18 0.18 54.48 174 | 1 0.01 54.49 180 | 2 0.02 54.51 183 | 1 0.01 54.52 185 | 4 0.04 54.56 190 | 7 0.07 54.63 200 | 28 0.28 54.91 205 | 3 0.03 54.94 210 | 5 0.05 54.99 213 | 1 0.01 55.00 215 | 1 0.01 55.01 217 | 1 0.01 55.02 219 | 1 0.01 55.03 220 | 9 0.09 55.12 222 | 6 0.06 55.18 223 | 1 0.01 55.19 225 | 9 0.09 55.28 227 | 1 0.01 55.29 228 | 4 0.04 55.33 229 | 5 0.05 55.38 230 | 4 0.04 55.42 232 | 1 0.01 55.43 235 | 6 0.06 55.49 237 | 4 0.04 55.53 240 | 24 0.24 55.77 241 | 1 0.01 55.78 244 | 2 0.02 55.80 245 | 8 0.08 55.88 250 | 4 0.04 55.92 253 | 2 0.02 55.94 255 | 3 0.03 55.97 256 | 6 0.06 56.03 260 | 15 0.15 56.18 263 | 4 0.04 56.22 265 | 6 0.06 56.28 266 | 1 0.01 56.29 267 | 7 0.07 56.36 268 | 4 0.04 56.40 270 | 1 0.01 56.41 273 | 1 0.01 56.42 280 | 14 0.14 56.56 281 | 1 0.01 56.57 286 | 1 0.01 56.58 290 | 48 0.48 57.06 293 | 2 0.02 57.08 300 | 1 0.01 57.09 305 | 9 0.09 57.18 306 | 3 0.03 57.21 310 | 3 0.03 57.24 315 | 1 0.01 57.25 322 | 1 0.01 57.26 330 | 21 0.21 57.47 336 | 2 0.02 57.49 339 | 3 0.03 57.52 340 | 8 0.08 57.60 342 | 1 0.01 57.61 349 | 1 0.01 57.62 350 | 47 0.47 58.09 355 | 3 0.03 58.12 360 | 5 0.05 58.17 365 | 4 0.04 58.21 368 | 6 0.06 58.27 369 | 2 0.02 58.29 370 | 174 1.74 60.03 375 | 4 0.04 60.07 379 | 1 0.01 60.08 380 | 9 0.09 60.17 385 | 5 0.05 60.22 386 | 8 0.08 60.30 387 | 4 0.04 60.34 388 | 1 0.01 60.35 390 | 3 0.03 60.38 400 | 2 0.02 60.40 410 | 4 0.04 60.44 415 | 1 0.01 60.45 416 | 2 0.02 60.47 417 | 1 0.01 60.48 420 | 25 0.25 60.73 425 | 2 0.02 60.75 426 | 1 0.01 60.76 428 | 2 0.02 60.78 430 | 52 0.52 61.30 431 | 2 0.02 61.32 433 | 1 0.01 61.33 434 | 1 0.01 61.34 435 | 3 0.03 61.37 440 | 4 0.04 61.41 450 | 8 0.08 61.49 453 | 2 0.02 61.51 454 | 5 0.05 61.56 457 | 12 0.12 61.68 458 | 1 0.01 61.69 460 | 4 0.04 61.73 463 | 2 0.02 61.75 470 | 6 0.06 61.81 472 | 1 0.01 61.82 475 | 6 0.06 61.88 480 | 10 0.10 61.98 490 | 25 0.25 62.23 491 | 1 0.01 62.24 495 | 1 0.01 62.25 500 | 2 0.02 62.27 502 | 5 0.05 62.32 505 | 3 0.03 62.35 510 | 11 0.11 62.46 520 | 8 0.08 62.54 526 | 1 0.01 62.55 528 | 1 0.01 62.56 530 | 76 0.76 63.32 535 | 1 0.01 63.33 537 | 6 0.06 63.39 538 | 14 0.14 63.53 539 | 2 0.02 63.55 541 | 1 0.01 63.56 543 | 1 0.01 63.57 545 | 1 0.01 63.58 550 | 6 0.06 63.64 555 | 2 0.02 63.66 560 | 11 0.11 63.77 565 | 1 0.01 63.78 570 | 11 0.11 63.89 573 | 1 0.01 63.90 580 | 13 0.13 64.03 584 | 3 0.03 64.06 585 | 1 0.01 64.07 597 | 1 0.01 64.08 600 | 52 0.52 64.60 602 | 9 0.09 64.69 610 | 5 0.05 64.74 612 | 4 0.04 64.78 615 | 1 0.01 64.79 620 | 12 0.12 64.91 629 | 1 0.01 64.92 630 | 2 0.02 64.94 633 | 2 0.02 64.96 634 | 2 0.02 64.98 639 | 10 0.10 65.08 640 | 2 0.02 65.10 650 | 3 0.03 65.13 660 | 8 0.08 65.21 663 | 1 0.01 65.22 669 | 1 0.01 65.23 670 | 6 0.06 65.29 672 | 4 0.04 65.33 675 | 1 0.01 65.34 680 | 14 0.14 65.48 690 | 1 0.01 65.49 700 | 11 0.11 65.60 710 | 16 0.16 65.76 713 | 9 0.09 65.85 714 | 1 0.01 65.86 715 | 6 0.06 65.92 718 | 3 0.03 65.95 720 | 3 0.03 65.98 730 | 2 0.02 66.00 735 | 2 0.02 66.02 740 | 7 0.07 66.09 749 | 1 0.01 66.10 750 | 3 0.03 66.13 756 | 3 0.03 66.16 760 | 7 0.07 66.23 765 | 2 0.02 66.25 770 | 4 0.04 66.29 771 | 7 0.07 66.36 780 | 15 0.15 66.51 785 | 3 0.03 66.54 787 | 2 0.02 66.56 790 | 16 0.16 66.72 800 | 4 0.04 66.76 801 | 1 0.01 66.77 804 | 9 0.09 66.86 810 | 24 0.24 67.10 811 | 2 0.02 67.12 817 | 3 0.03 67.15 820 | 12 0.12 67.27 822 | 3 0.03 67.30 823 | 6 0.06 67.36 825 | 9 0.09 67.45 832 | 1 0.01 67.46 833 | 1 0.01 67.47 835 | 7 0.07 67.54 838 | 1 0.01 67.55 841 | 5 0.05 67.60 842 | 3 0.03 67.63 843 | 5 0.05 67.68 845 | 1 0.01 67.69 850 | 13 0.13 67.82 852 | 3 0.03 67.85 854 | 2 0.02 67.87 857 | 1 0.01 67.88 860 | 13 0.13 68.01 870 | 2 0.02 68.03 880 | 13 0.13 68.16 883 | 1 0.01 68.17 890 | 13 0.13 68.30 893 | 1 0.01 68.31 900 | 2 0.02 68.33 920 | 2 0.02 68.35 922 | 2 0.02 68.37 930 | 14 0.14 68.51 940 | 5 0.05 68.56 944 | 6 0.06 68.62 960 | 5 0.05 68.67 970 | 6 0.06 68.73 975 | 1 0.01 68.74 980 | 3 0.03 68.77 985 | 1 0.01 68.78 1000 | 5 0.05 68.83 1003 | 1 0.01 68.84 1010 | 1 0.01 68.85 1020 | 2 0.02 68.87 1027 | 1 0.01 68.88 1030 | 3 0.03 68.91 1040 | 1 0.01 68.92 1045 | 8 0.08 69.00 1047 | 2 0.02 69.02 1050 | 19 0.19 69.21 1054 | 1 0.01 69.22 1060 | 2 0.02 69.24 1065 | 2 0.02 69.26 1070 | 14 0.14 69.40 1080 | 14 0.14 69.54 1091 | 1 0.01 69.55 1100 | 1 0.01 69.56 1105 | 3 0.03 69.59 1108 | 2 0.02 69.61 1110 | 7 0.07 69.68 1120 | 1 0.01 69.69 1130 | 7 0.07 69.76 1139 | 1 0.01 69.77 1150 | 4 0.04 69.81 1160 | 4 0.04 69.85 1176 | 2 0.02 69.87 1180 | 1 0.01 69.88 1182 | 2 0.02 69.90 1200 | 7 0.07 69.97 1210 | 2 0.02 69.99 1220 | 4 0.04 70.03 1230 | 5 0.05 70.08 1240 | 1 0.01 70.09 1245 | 1 0.01 70.10 1250 | 2 0.02 70.12 1260 | 3 0.03 70.15 1270 | 4 0.04 70.19 1280 | 16 0.16 70.35 1305 | 17 0.17 70.52 1310 | 8 0.08 70.60 1315 | 2 0.02 70.62 1320 | 1 0.01 70.63 1330 | 3 0.03 70.66 1335 | 2 0.02 70.68 1340 | 13 0.13 70.81 1343 | 2 0.02 70.83 1345 | 3 0.03 70.86 1350 | 1 0.01 70.87 1360 | 3 0.03 70.90 1364 | 12 0.12 71.02 1370 | 53 0.53 71.55 1380 | 14 0.14 71.69 1390 | 1 0.01 71.70 1400 | 9 0.09 71.79 1405 | 1 0.01 71.80 1410 | 18 0.18 71.98 1420 | 11 0.11 72.09 1430 | 6 0.06 72.15 1435 | 8 0.08 72.23 1440 | 6 0.06 72.29 1445 | 2 0.02 72.31 1446 | 1 0.01 72.32 1457 | 3 0.03 72.35 1460 | 2 0.02 72.37 1465 | 2 0.02 72.39 1482 | 1 0.01 72.40 1483 | 1 0.01 72.41 1487 | 1 0.01 72.42 1490 | 2 0.02 72.44 1493 | 1 0.01 72.45 1500 | 5 0.05 72.50 1509 | 1 0.01 72.51 1510 | 89 0.89 73.40 1520 | 3 0.03 73.43 1522 | 1 0.01 73.44 1530 | 5 0.05 73.49 1540 | 4 0.04 73.53 1550 | 13 0.13 73.66 1552 | 2 0.02 73.68 1560 | 11 0.11 73.79 1566 | 3 0.03 73.82 1567 | 2 0.02 73.84 1568 | 2 0.02 73.86 1570 | 2 0.02 73.88 1580 | 5 0.05 73.93 1590 | 11 0.11 74.04 1602 | 1 0.01 74.05 1610 | 2 0.02 74.07 1620 | 3 0.03 74.10 1630 | 1 0.01 74.11 1632 | 1 0.01 74.12 1660 | 17 0.17 74.29 1662 | 1 0.01 74.30 1670 | 3 0.03 74.33 1685 | 1 0.01 74.34 1688 | 2 0.02 74.36 1690 | 17 0.17 74.53 1700 | 14 0.14 74.67 1705 | 5 0.05 74.72 1710 | 1 0.01 74.73 1713 | 11 0.11 74.84 1716 | 6 0.06 74.90 1717 | 2 0.02 74.92 1720 | 1 0.01 74.93 1730 | 24 0.24 75.17 1740 | 6 0.06 75.23 1750 | 6 0.06 75.29 1755 | 3 0.03 75.32 1760 | 2 0.02 75.34 1765 | 1 0.01 75.35 1770 | 5 0.05 75.40 1771 | 2 0.02 75.42 1776 | 1 0.01 75.43 1779 | 2 0.02 75.45 1780 | 6 0.06 75.51 1782 | 1 0.01 75.52 1790 | 4 0.04 75.56 1805 | 1 0.01 75.57 1808 | 4 0.04 75.61 1820 | 6 0.06 75.67 1823 | 1 0.01 75.68 1825 | 5 0.05 75.73 1830 | 2 0.02 75.75 1840 | 17 0.17 75.92 1843 | 1 0.01 75.93 1846 | 2 0.02 75.95 1850 | 1 0.01 75.96 1870 | 1 0.01 75.97 1871 | 1 0.01 75.98 1876 | 7 0.07 76.05 1880 | 1 0.01 76.06 1890 | 1 0.01 76.07 1896 | 2 0.02 76.09 1910 | 3 0.03 76.12 1912 | 10 0.10 76.22 1919 | 1 0.01 76.23 1920 | 3 0.03 76.26 1925 | 1 0.01 76.27 1927 | 1 0.01 76.28 1932 | 1 0.01 76.29 1940 | 2 0.02 76.31 1943 | 1 0.01 76.32 1947 | 3 0.03 76.35 1950 | 5 0.05 76.40 1952 | 1 0.01 76.41 1953 | 2 0.02 76.43 1960 | 1 0.01 76.44 1970 | 54 0.54 76.98 1972 | 1 0.01 76.99 1974 | 2 0.02 77.01 1975 | 1 0.01 77.02 1980 | 453 4.53 81.55 1990 | 9 0.09 81.64 2000 | 1 0.01 81.65 2003 | 1 0.01 81.66 2005 | 7 0.07 81.73 2010 | 49 0.49 82.22 2020 | 17 0.17 82.39 2027 | 1 0.01 82.40 2036 | 1 0.01 82.41 2040 | 1 0.01 82.42 2050 | 5 0.05 82.47 2052 | 1 0.01 82.48 2056 | 1 0.01 82.49 2060 | 3 0.03 82.52 2070 | 9 0.09 82.61 2073 | 1 0.01 82.62 2080 | 1 0.01 82.63 2083 | 2 0.02 82.65 2084 | 1 0.01 82.66 2085 | 1 0.01 82.67 2090 | 4 0.04 82.71 2100 | 43 0.43 83.14 2110 | 2 0.02 83.16 2130 | 28 0.28 83.44 2140 | 1 0.01 83.45 2150 | 12 0.12 83.57 2170 | 5 0.05 83.62 2180 | 3 0.03 83.65 2182 | 1 0.01 83.66 2190 | 4 0.04 83.70 2200 | 18 0.18 83.88 2218 | 1 0.01 83.89 2220 | 9 0.09 83.98 2230 | 7 0.07 84.05 2234 | 1 0.01 84.06 2235 | 1 0.01 84.07 2238 | 2 0.02 84.09 2240 | 3 0.03 84.12 2250 | 3 0.03 84.15 2260 | 10 0.10 84.25 2270 | 14 0.14 84.39 2276 | 11 0.11 84.50 2280 | 2 0.02 84.52 2290 | 3 0.03 84.55 2300 | 2 0.02 84.57 2311 | 7 0.07 84.64 2312 | 1 0.01 84.65 2320 | 20 0.20 84.85 2330 | 10 0.10 84.95 2340 | 15 0.15 85.10 2345 | 1 0.01 85.11 2350 | 6 0.06 85.17 2355 | 1 0.01 85.18 2360 | 24 0.24 85.42 2368 | 1 0.01 85.43 2370 | 4 0.04 85.47 2375 | 3 0.03 85.50 2380 | 2 0.02 85.52 2390 | 2 0.02 85.54 2400 | 5 0.05 85.59 2412 | 1 0.01 85.60 2413 | 1 0.01 85.61 2420 | 1 0.01 85.62 2424 | 3 0.03 85.65 2427 | 2 0.02 85.67 2430 | 4 0.04 85.71 2431 | 2 0.02 85.73 2435 | 1 0.01 85.74 2440 | 1 0.01 85.75 2450 | 5 0.05 85.80 2451 | 2 0.02 85.82 2458 | 14 0.14 85.96 2460 | 1 0.01 85.97 2468 | 4 0.04 86.01 2480 | 46 0.46 86.47 2490 | 14 0.14 86.61 2500 | 2 0.02 86.63 2510 | 21 0.21 86.84 2520 | 2 0.02 86.86 2530 | 9 0.09 86.95 2540 | 9 0.09 87.04 2541 | 3 0.03 87.07 2542 | 1 0.01 87.08 2550 | 19 0.19 87.27 2555 | 5 0.05 87.32 2560 | 15 0.15 87.47 2564 | 1 0.01 87.48 2570 | 13 0.13 87.61 2573 | 2 0.02 87.63 2580 | 6 0.06 87.69 2590 | 4 0.04 87.73 2605 | 1 0.01 87.74 2620 | 23 0.23 87.97 2625 | 2 0.02 87.99 2630 | 3 0.03 88.02 2645 | 11 0.11 88.13 2650 | 6 0.06 88.19 2660 | 7 0.07 88.26 2670 | 1 0.01 88.27 2674 | 1 0.01 88.28 2680 | 5 0.05 88.33 2684 | 7 0.07 88.40 2690 | 10 0.10 88.50 2700 | 15 0.15 88.65 2705 | 1 0.01 88.66 2710 | 2 0.02 88.68 2712 | 1 0.01 88.69 2713 | 3 0.03 88.72 2716 | 1 0.01 88.73 2720 | 3 0.03 88.76 2730 | 29 0.29 89.05 2740 | 2 0.02 89.07 2749 | 1 0.01 89.08 2760 | 5 0.05 89.13 2770 | 4 0.04 89.17 2775 | 1 0.01 89.18 2780 | 9 0.09 89.27 2782 | 1 0.01 89.28 2785 | 1 0.01 89.29 2786 | 2 0.02 89.31 2790 | 5 0.05 89.36 2800 | 5 0.05 89.41 2811 | 1 0.01 89.42 2820 | 2 0.02 89.44 2822 | 2 0.02 89.46 2825 | 1 0.01 89.47 2830 | 1 0.01 89.48 2840 | 8 0.08 89.56 2850 | 1 0.01 89.57 2870 | 18 0.18 89.75 2880 | 11 0.11 89.86 2882 | 1 0.01 89.87 2890 | 3 0.03 89.90 2900 | 3 0.03 89.93 2904 | 3 0.03 89.96 2910 | 2 0.02 89.98 2912 | 1 0.01 89.99 2916 | 5 0.05 90.04 2930 | 3 0.03 90.07 2935 | 1 0.01 90.08 2940 | 18 0.18 90.26 2950 | 62 0.62 90.88 2960 | 5 0.05 90.93 2970 | 8 0.08 91.01 2980 | 3 0.03 91.04 2982 | 2 0.02 91.06 2990 | 2 0.02 91.08 3000 | 18 0.18 91.26 3010 | 10 0.10 91.36 3020 | 1 0.01 91.37 3026 | 1 0.01 91.38 3030 | 5 0.05 91.43 3040 | 3 0.03 91.46 3050 | 14 0.14 91.60 3070 | 37 0.37 91.97 3078 | 1 0.01 91.98 3080 | 2 0.02 92.00 3085 | 2 0.02 92.02 3088 | 1 0.01 92.03 3089 | 3 0.03 92.06 3100 | 5 0.05 92.11 3105 | 3 0.03 92.14 3110 | 3 0.03 92.17 3150 | 55 0.55 92.72 3170 | 2 0.02 92.74 3180 | 9 0.09 92.83 3190 | 10 0.10 92.93 3200 | 2 0.02 92.95 3210 | 30 0.30 93.25 3220 | 2 0.02 93.27 3240 | 3 0.03 93.30 3250 | 4 0.04 93.34 3260 | 133 1.33 94.67 3270 | 7 0.07 94.74 3280 | 5 0.05 94.79 3290 | 49 0.49 95.28 3300 | 5 0.05 95.33 3310 | 2 0.02 95.35 3311 | 1 0.01 95.36 3314 | 1 0.01 95.37 3320 | 1 0.01 95.38 3323 | 1 0.01 95.39 3340 | 64 0.64 96.03 3350 | 1 0.01 96.04 3351 | 4 0.04 96.08 3360 | 4 0.04 96.12 3370 | 6 0.06 96.18 3375 | 4 0.04 96.22 3380 | 1 0.01 96.23 3383 | 1 0.01 96.24 3390 | 15 0.15 96.39 3400 | 1 0.01 96.40 3410 | 6 0.06 96.46 3412 | 2 0.02 96.48 3420 | 30 0.30 96.78 3430 | 6 0.06 96.84 3440 | 8 0.08 96.92 3450 | 8 0.08 97.00 3455 | 11 0.11 97.11 3460 | 5 0.05 97.16 3470 | 6 0.06 97.22 3490 | 4 0.04 97.26 3499 | 4 0.04 97.30 3515 | 1 0.01 97.31 3520 | 1 0.01 97.32 3540 | 1 0.01 97.33 3556 | 1 0.01 97.34 3558 | 3 0.03 97.37 3560 | 1 0.01 97.38 3570 | 1 0.01 97.39 3590 | 1 0.01 97.40 3600 | 1 0.01 97.41 3610 | 1 0.01 97.42 3630 | 3 0.03 97.45 3641 | 4 0.04 97.49 3645 | 1 0.01 97.50 3670 | 2 0.02 97.52 3690 | 6 0.06 97.58 3697 | 1 0.01 97.59 3720 | 1 0.01 97.60 3730 | 6 0.06 97.66 3760 | 4 0.04 97.70 3770 | 24 0.24 97.94 3780 | 1 0.01 97.95 3790 | 5 0.05 98.00 3810 | 5 0.05 98.05 3813 | 1 0.01 98.06 3840 | 2 0.02 98.08 3853 | 1 0.01 98.09 3860 | 6 0.06 98.15 3870 | 11 0.11 98.26 3880 | 5 0.05 98.31 3890 | 1 0.01 98.32 3920 | 2 0.02 98.34 3930 | 2 0.02 98.36 3950 | 1 0.01 98.37 3960 | 8 0.08 98.45 3990 | 2 0.02 98.47 3993 | 2 0.02 98.49 4000 | 6 0.06 98.55 4010 | 7 0.07 98.62 4020 | 9 0.09 98.71 4023 | 1 0.01 98.72 4027 | 9 0.09 98.81 4030 | 4 0.04 98.85 4040 | 8 0.08 98.93 4045 | 1 0.01 98.94 4050 | 7 0.07 99.01 4060 | 6 0.06 99.07 4069 | 3 0.03 99.10 4070 | 3 0.03 99.13 4090 | 2 0.02 99.15 4100 | 2 0.02 99.17 4110 | 2 0.02 99.19 4120 | 14 0.14 99.33 4124 | 3 0.03 99.36 4126 | 1 0.01 99.37 4130 | 9 0.09 99.46 4156 | 1 0.01 99.47 4160 | 1 0.01 99.48 4180 | 1 0.01 99.49 4190 | 4 0.04 99.53 4257 | 2 0.02 99.55 4258 | 3 0.03 99.58 4259 | 3 0.03 99.61 4260 | 1 0.01 99.62 4265 | 2 0.02 99.64 4266 | 1 0.01 99.65 4267 | 5 0.05 99.70 4280 | 1 0.01 99.71 9997 | 27 0.27 99.98 9999 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016