Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,087 50.87 50.87 3 | 2 0.02 50.89 6 | 1 0.01 50.90 7 | 1 0.01 50.91 8 | 1 0.01 50.92 10 | 73 0.73 51.65 15 | 1 0.01 51.66 20 | 4 0.04 51.70 22 | 3 0.03 51.73 30 | 7 0.07 51.80 46 | 4 0.04 51.84 47 | 1 0.01 51.85 49 | 2 0.02 51.87 50 | 5 0.05 51.92 55 | 1 0.01 51.93 59 | 4 0.04 51.97 60 | 4 0.04 52.01 64 | 2 0.02 52.03 65 | 2 0.02 52.05 70 | 12 0.12 52.17 75 | 1 0.01 52.18 79 | 1 0.01 52.19 80 | 53 0.53 52.72 83 | 1 0.01 52.73 85 | 1 0.01 52.74 89 | 2 0.02 52.76 90 | 10 0.10 52.86 98 | 1 0.01 52.87 99 | 3 0.03 52.90 100 | 5 0.05 52.95 104 | 2 0.02 52.97 110 | 31 0.31 53.28 115 | 10 0.10 53.38 116 | 1 0.01 53.39 120 | 2 0.02 53.41 130 | 32 0.32 53.73 138 | 1 0.01 53.74 140 | 7 0.07 53.81 145 | 1 0.01 53.82 150 | 2 0.02 53.84 154 | 1 0.01 53.85 155 | 2 0.02 53.87 156 | 1 0.01 53.88 159 | 1 0.01 53.89 160 | 9 0.09 53.98 170 | 21 0.21 54.19 180 | 2 0.02 54.21 182 | 1 0.01 54.22 183 | 1 0.01 54.23 185 | 1 0.01 54.24 186 | 1 0.01 54.25 190 | 5 0.05 54.30 200 | 27 0.27 54.57 205 | 1 0.01 54.58 210 | 4 0.04 54.62 213 | 1 0.01 54.63 217 | 1 0.01 54.64 220 | 6 0.06 54.70 221 | 1 0.01 54.71 222 | 1 0.01 54.72 223 | 1 0.01 54.73 225 | 4 0.04 54.77 227 | 1 0.01 54.78 228 | 1 0.01 54.79 229 | 4 0.04 54.83 230 | 9 0.09 54.92 235 | 9 0.09 55.01 237 | 6 0.06 55.07 240 | 23 0.23 55.30 244 | 1 0.01 55.31 245 | 10 0.10 55.41 250 | 6 0.06 55.47 253 | 3 0.03 55.50 255 | 2 0.02 55.52 256 | 4 0.04 55.56 258 | 2 0.02 55.58 260 | 16 0.16 55.74 263 | 1 0.01 55.75 265 | 4 0.04 55.79 267 | 3 0.03 55.82 268 | 6 0.06 55.88 270 | 2 0.02 55.90 280 | 17 0.17 56.07 285 | 1 0.01 56.08 290 | 37 0.37 56.45 300 | 6 0.06 56.51 305 | 12 0.12 56.63 306 | 2 0.02 56.65 310 | 4 0.04 56.69 315 | 1 0.01 56.70 330 | 23 0.23 56.93 338 | 1 0.01 56.94 339 | 6 0.06 57.00 340 | 15 0.15 57.15 349 | 1 0.01 57.16 350 | 50 0.50 57.66 355 | 1 0.01 57.67 360 | 4 0.04 57.71 365 | 6 0.06 57.77 368 | 7 0.07 57.84 369 | 3 0.03 57.87 370 | 141 1.41 59.28 375 | 1 0.01 59.29 376 | 2 0.02 59.31 379 | 2 0.02 59.33 380 | 7 0.07 59.40 385 | 5 0.05 59.45 386 | 3 0.03 59.48 387 | 2 0.02 59.50 388 | 1 0.01 59.51 390 | 1 0.01 59.52 392 | 1 0.01 59.53 400 | 2 0.02 59.55 403 | 1 0.01 59.56 405 | 1 0.01 59.57 410 | 7 0.07 59.64 417 | 2 0.02 59.66 420 | 30 0.30 59.96 422 | 1 0.01 59.97 426 | 3 0.03 60.00 428 | 3 0.03 60.03 430 | 48 0.48 60.51 431 | 3 0.03 60.54 434 | 3 0.03 60.57 435 | 3 0.03 60.60 440 | 5 0.05 60.65 450 | 20 0.20 60.85 453 | 1 0.01 60.86 454 | 1 0.01 60.87 457 | 10 0.10 60.97 460 | 8 0.08 61.05 463 | 3 0.03 61.08 470 | 12 0.12 61.20 475 | 1 0.01 61.21 480 | 9 0.09 61.30 486 | 1 0.01 61.31 490 | 22 0.22 61.53 495 | 1 0.01 61.54 497 | 1 0.01 61.55 500 | 1 0.01 61.56 502 | 4 0.04 61.60 510 | 14 0.14 61.74 520 | 4 0.04 61.78 522 | 1 0.01 61.79 528 | 2 0.02 61.81 530 | 44 0.44 62.25 536 | 3 0.03 62.28 537 | 3 0.03 62.31 538 | 6 0.06 62.37 539 | 2 0.02 62.39 541 | 1 0.01 62.40 550 | 6 0.06 62.46 553 | 1 0.01 62.47 555 | 2 0.02 62.49 560 | 4 0.04 62.53 570 | 14 0.14 62.67 572 | 2 0.02 62.69 580 | 4 0.04 62.73 584 | 1 0.01 62.74 585 | 1 0.01 62.75 590 | 4 0.04 62.79 597 | 1 0.01 62.80 600 | 47 0.47 63.27 602 | 8 0.08 63.35 610 | 1 0.01 63.36 612 | 6 0.06 63.42 620 | 9 0.09 63.51 630 | 11 0.11 63.62 633 | 3 0.03 63.65 639 | 7 0.07 63.72 640 | 6 0.06 63.78 650 | 2 0.02 63.80 655 | 1 0.01 63.81 660 | 7 0.07 63.88 663 | 4 0.04 63.92 669 | 5 0.05 63.97 670 | 10 0.10 64.07 672 | 2 0.02 64.09 680 | 19 0.19 64.28 686 | 2 0.02 64.30 690 | 1 0.01 64.31 691 | 2 0.02 64.33 700 | 11 0.11 64.44 705 | 1 0.01 64.45 710 | 9 0.09 64.54 715 | 6 0.06 64.60 718 | 3 0.03 64.63 720 | 3 0.03 64.66 722 | 2 0.02 64.68 734 | 1 0.01 64.69 740 | 1 0.01 64.70 750 | 3 0.03 64.73 755 | 1 0.01 64.74 756 | 1 0.01 64.75 760 | 7 0.07 64.82 765 | 4 0.04 64.86 770 | 4 0.04 64.90 771 | 10 0.10 65.00 780 | 4 0.04 65.04 785 | 1 0.01 65.05 790 | 17 0.17 65.22 800 | 1 0.01 65.23 802 | 2 0.02 65.25 804 | 7 0.07 65.32 807 | 1 0.01 65.33 810 | 30 0.30 65.63 811 | 2 0.02 65.65 817 | 1 0.01 65.66 820 | 13 0.13 65.79 823 | 6 0.06 65.85 825 | 8 0.08 65.93 830 | 4 0.04 65.97 832 | 1 0.01 65.98 835 | 2 0.02 66.00 838 | 3 0.03 66.03 840 | 3 0.03 66.06 841 | 1 0.01 66.07 842 | 3 0.03 66.10 843 | 2 0.02 66.12 844 | 1 0.01 66.13 845 | 1 0.01 66.14 850 | 14 0.14 66.28 852 | 3 0.03 66.31 854 | 2 0.02 66.33 857 | 3 0.03 66.36 858 | 1 0.01 66.37 860 | 11 0.11 66.48 870 | 1 0.01 66.49 880 | 12 0.12 66.61 883 | 1 0.01 66.62 890 | 7 0.07 66.69 900 | 1 0.01 66.70 908 | 1 0.01 66.71 920 | 12 0.12 66.83 922 | 2 0.02 66.85 930 | 8 0.08 66.93 935 | 1 0.01 66.94 940 | 4 0.04 66.98 941 | 2 0.02 67.00 944 | 1 0.01 67.01 945 | 2 0.02 67.03 947 | 2 0.02 67.05 960 | 5 0.05 67.10 970 | 2 0.02 67.12 972 | 4 0.04 67.16 975 | 1 0.01 67.17 980 | 1 0.01 67.18 1000 | 4 0.04 67.22 1003 | 2 0.02 67.24 1012 | 1 0.01 67.25 1015 | 1 0.01 67.26 1020 | 3 0.03 67.29 1030 | 2 0.02 67.31 1040 | 1 0.01 67.32 1045 | 7 0.07 67.39 1047 | 1 0.01 67.40 1050 | 29 0.29 67.69 1065 | 3 0.03 67.72 1070 | 22 0.22 67.94 1077 | 1 0.01 67.95 1080 | 20 0.20 68.15 1085 | 1 0.01 68.16 1090 | 1 0.01 68.17 1091 | 1 0.01 68.18 1100 | 1 0.01 68.19 1110 | 14 0.14 68.33 1130 | 2 0.02 68.35 1137 | 2 0.02 68.37 1139 | 2 0.02 68.39 1140 | 1 0.01 68.40 1150 | 4 0.04 68.44 1160 | 9 0.09 68.53 1170 | 1 0.01 68.54 1178 | 1 0.01 68.55 1180 | 1 0.01 68.56 1182 | 8 0.08 68.64 1188 | 1 0.01 68.65 1190 | 5 0.05 68.70 1200 | 17 0.17 68.87 1220 | 1 0.01 68.88 1224 | 1 0.01 68.89 1230 | 7 0.07 68.96 1254 | 2 0.02 68.98 1260 | 4 0.04 69.02 1270 | 2 0.02 69.04 1280 | 13 0.13 69.17 1290 | 2 0.02 69.19 1300 | 5 0.05 69.24 1305 | 11 0.11 69.35 1310 | 9 0.09 69.44 1315 | 2 0.02 69.46 1320 | 3 0.03 69.49 1325 | 1 0.01 69.50 1328 | 1 0.01 69.51 1340 | 30 0.30 69.81 1343 | 1 0.01 69.82 1345 | 6 0.06 69.88 1350 | 1 0.01 69.89 1353 | 1 0.01 69.90 1364 | 17 0.17 70.07 1370 | 58 0.58 70.65 1380 | 13 0.13 70.78 1390 | 4 0.04 70.82 1400 | 3 0.03 70.85 1410 | 15 0.15 71.00 1420 | 13 0.13 71.13 1430 | 13 0.13 71.26 1435 | 16 0.16 71.42 1440 | 11 0.11 71.53 1444 | 2 0.02 71.55 1445 | 1 0.01 71.56 1460 | 1 0.01 71.57 1461 | 1 0.01 71.58 1465 | 3 0.03 71.61 1480 | 1 0.01 71.62 1482 | 1 0.01 71.63 1485 | 1 0.01 71.64 1490 | 1 0.01 71.65 1493 | 1 0.01 71.66 1500 | 5 0.05 71.71 1505 | 1 0.01 71.72 1510 | 75 0.75 72.47 1520 | 4 0.04 72.51 1530 | 2 0.02 72.53 1540 | 5 0.05 72.58 1550 | 12 0.12 72.70 1552 | 1 0.01 72.71 1559 | 2 0.02 72.73 1560 | 7 0.07 72.80 1566 | 1 0.01 72.81 1568 | 3 0.03 72.84 1570 | 1 0.01 72.85 1580 | 11 0.11 72.96 1590 | 4 0.04 73.00 1600 | 7 0.07 73.07 1603 | 19 0.19 73.26 1605 | 2 0.02 73.28 1610 | 1 0.01 73.29 1615 | 1 0.01 73.30 1620 | 2 0.02 73.32 1630 | 1 0.01 73.33 1660 | 17 0.17 73.50 1670 | 5 0.05 73.55 1680 | 1 0.01 73.56 1688 | 1 0.01 73.57 1690 | 25 0.25 73.82 1695 | 8 0.08 73.90 1700 | 9 0.09 73.99 1705 | 2 0.02 74.01 1713 | 13 0.13 74.14 1716 | 13 0.13 74.27 1717 | 3 0.03 74.30 1720 | 1 0.01 74.31 1730 | 19 0.19 74.50 1740 | 5 0.05 74.55 1750 | 12 0.12 74.67 1755 | 4 0.04 74.71 1760 | 3 0.03 74.74 1770 | 4 0.04 74.78 1779 | 2 0.02 74.80 1780 | 5 0.05 74.85 1781 | 5 0.05 74.90 1782 | 2 0.02 74.92 1790 | 5 0.05 74.97 1800 | 2 0.02 74.99 1808 | 4 0.04 75.03 1820 | 6 0.06 75.09 1825 | 3 0.03 75.12 1826 | 3 0.03 75.15 1830 | 1 0.01 75.16 1840 | 17 0.17 75.33 1845 | 2 0.02 75.35 1846 | 1 0.01 75.36 1847 | 1 0.01 75.37 1850 | 4 0.04 75.41 1865 | 2 0.02 75.43 1870 | 3 0.03 75.46 1871 | 2 0.02 75.48 1876 | 1 0.01 75.49 1880 | 2 0.02 75.51 1890 | 1 0.01 75.52 1895 | 2 0.02 75.54 1896 | 2 0.02 75.56 1912 | 4 0.04 75.60 1926 | 2 0.02 75.62 1927 | 4 0.04 75.66 1930 | 8 0.08 75.74 1940 | 1 0.01 75.75 1946 | 3 0.03 75.78 1947 | 4 0.04 75.82 1950 | 3 0.03 75.85 1952 | 1 0.01 75.86 1970 | 64 0.64 76.50 1972 | 1 0.01 76.51 1975 | 1 0.01 76.52 1980 | 438 4.38 80.90 1990 | 8 0.08 80.98 2000 | 3 0.03 81.01 2002 | 1 0.01 81.02 2005 | 9 0.09 81.11 2010 | 39 0.39 81.50 2020 | 19 0.19 81.69 2025 | 1 0.01 81.70 2030 | 1 0.01 81.71 2036 | 2 0.02 81.73 2050 | 15 0.15 81.88 2055 | 2 0.02 81.90 2060 | 5 0.05 81.95 2070 | 11 0.11 82.06 2083 | 1 0.01 82.07 2085 | 1 0.01 82.08 2090 | 5 0.05 82.13 2100 | 24 0.24 82.37 2110 | 2 0.02 82.39 2130 | 25 0.25 82.64 2136 | 2 0.02 82.66 2140 | 5 0.05 82.71 2144 | 1 0.01 82.72 2145 | 2 0.02 82.74 2146 | 6 0.06 82.80 2150 | 12 0.12 82.92 2170 | 3 0.03 82.95 2182 | 3 0.03 82.98 2190 | 2 0.02 83.00 2194 | 1 0.01 83.01 2199 | 4 0.04 83.05 2200 | 9 0.09 83.14 2203 | 1 0.01 83.15 2210 | 2 0.02 83.17 2219 | 2 0.02 83.19 2220 | 7 0.07 83.26 2230 | 5 0.05 83.31 2234 | 1 0.01 83.32 2235 | 1 0.01 83.33 2238 | 3 0.03 83.36 2240 | 9 0.09 83.45 2260 | 18 0.18 83.63 2264 | 1 0.01 83.64 2270 | 7 0.07 83.71 2276 | 8 0.08 83.79 2280 | 2 0.02 83.81 2290 | 2 0.02 83.83 2293 | 1 0.01 83.84 2300 | 1 0.01 83.85 2311 | 4 0.04 83.89 2320 | 27 0.27 84.16 2330 | 7 0.07 84.23 2340 | 20 0.20 84.43 2345 | 1 0.01 84.44 2350 | 5 0.05 84.49 2360 | 28 0.28 84.77 2368 | 1 0.01 84.78 2370 | 3 0.03 84.81 2375 | 3 0.03 84.84 2380 | 2 0.02 84.86 2390 | 1 0.01 84.87 2400 | 5 0.05 84.92 2405 | 2 0.02 84.94 2406 | 2 0.02 84.96 2410 | 2 0.02 84.98 2420 | 5 0.05 85.03 2424 | 6 0.06 85.09 2427 | 2 0.02 85.11 2431 | 2 0.02 85.13 2435 | 1 0.01 85.14 2439 | 2 0.02 85.16 2440 | 4 0.04 85.20 2446 | 1 0.01 85.21 2447 | 1 0.01 85.22 2450 | 1 0.01 85.23 2451 | 2 0.02 85.25 2456 | 1 0.01 85.26 2457 | 1 0.01 85.27 2458 | 14 0.14 85.41 2460 | 5 0.05 85.46 2468 | 1 0.01 85.47 2470 | 2 0.02 85.49 2480 | 49 0.49 85.98 2490 | 10 0.10 86.08 2494 | 1 0.01 86.09 2500 | 1 0.01 86.10 2510 | 16 0.16 86.26 2520 | 2 0.02 86.28 2530 | 7 0.07 86.35 2540 | 5 0.05 86.40 2541 | 4 0.04 86.44 2550 | 28 0.28 86.72 2555 | 1 0.01 86.73 2560 | 16 0.16 86.89 2562 | 3 0.03 86.92 2569 | 1 0.01 86.93 2570 | 8 0.08 87.01 2571 | 1 0.01 87.02 2573 | 2 0.02 87.04 2580 | 3 0.03 87.07 2590 | 3 0.03 87.10 2600 | 1 0.01 87.11 2620 | 17 0.17 87.28 2625 | 3 0.03 87.31 2630 | 3 0.03 87.34 2645 | 9 0.09 87.43 2646 | 1 0.01 87.44 2650 | 7 0.07 87.51 2652 | 1 0.01 87.52 2656 | 1 0.01 87.53 2658 | 1 0.01 87.54 2660 | 6 0.06 87.60 2670 | 4 0.04 87.64 2672 | 1 0.01 87.65 2674 | 1 0.01 87.66 2675 | 1 0.01 87.67 2680 | 5 0.05 87.72 2684 | 5 0.05 87.77 2690 | 4 0.04 87.81 2700 | 20 0.20 88.01 2705 | 1 0.01 88.02 2713 | 2 0.02 88.04 2720 | 5 0.05 88.09 2730 | 28 0.28 88.37 2740 | 4 0.04 88.41 2749 | 8 0.08 88.49 2750 | 3 0.03 88.52 2760 | 2 0.02 88.54 2764 | 1 0.01 88.55 2770 | 4 0.04 88.59 2777 | 1 0.01 88.60 2780 | 6 0.06 88.66 2790 | 10 0.10 88.76 2800 | 8 0.08 88.84 2805 | 1 0.01 88.85 2810 | 2 0.02 88.87 2838 | 1 0.01 88.88 2840 | 4 0.04 88.92 2850 | 2 0.02 88.94 2860 | 1 0.01 88.95 2870 | 26 0.26 89.21 2873 | 1 0.01 89.22 2880 | 17 0.17 89.39 2882 | 4 0.04 89.43 2890 | 3 0.03 89.46 2892 | 1 0.01 89.47 2900 | 8 0.08 89.55 2904 | 7 0.07 89.62 2910 | 3 0.03 89.65 2916 | 4 0.04 89.69 2920 | 1 0.01 89.70 2929 | 1 0.01 89.71 2930 | 2 0.02 89.73 2935 | 3 0.03 89.76 2940 | 15 0.15 89.91 2948 | 2 0.02 89.93 2950 | 46 0.46 90.39 2960 | 15 0.15 90.54 2970 | 5 0.05 90.59 2980 | 2 0.02 90.61 3000 | 12 0.12 90.73 3010 | 12 0.12 90.85 3020 | 1 0.01 90.86 3030 | 5 0.05 90.91 3034 | 1 0.01 90.92 3040 | 2 0.02 90.94 3050 | 5 0.05 90.99 3070 | 44 0.44 91.43 3080 | 2 0.02 91.45 3092 | 1 0.01 91.46 3093 | 1 0.01 91.47 3100 | 5 0.05 91.52 3105 | 5 0.05 91.57 3110 | 8 0.08 91.65 3112 | 1 0.01 91.66 3120 | 1 0.01 91.67 3150 | 62 0.62 92.29 3160 | 1 0.01 92.30 3170 | 1 0.01 92.31 3180 | 5 0.05 92.36 3190 | 9 0.09 92.45 3210 | 20 0.20 92.65 3220 | 4 0.04 92.69 3230 | 1 0.01 92.70 3240 | 1 0.01 92.71 3250 | 5 0.05 92.76 3260 | 175 1.75 94.51 3270 | 8 0.08 94.59 3290 | 50 0.50 95.09 3300 | 5 0.05 95.14 3310 | 2 0.02 95.16 3311 | 1 0.01 95.17 3314 | 1 0.01 95.18 3320 | 1 0.01 95.19 3330 | 1 0.01 95.20 3340 | 67 0.67 95.87 3350 | 1 0.01 95.88 3351 | 5 0.05 95.93 3360 | 6 0.06 95.99 3370 | 2 0.02 96.01 3375 | 5 0.05 96.06 3380 | 1 0.01 96.07 3390 | 9 0.09 96.16 3400 | 3 0.03 96.19 3410 | 4 0.04 96.23 3412 | 2 0.02 96.25 3418 | 1 0.01 96.26 3420 | 36 0.36 96.62 3430 | 5 0.05 96.67 3440 | 12 0.12 96.79 3450 | 9 0.09 96.88 3455 | 9 0.09 96.97 3460 | 2 0.02 96.99 3470 | 6 0.06 97.05 3480 | 3 0.03 97.08 3490 | 13 0.13 97.21 3499 | 3 0.03 97.24 3520 | 1 0.01 97.25 3530 | 2 0.02 97.27 3558 | 8 0.08 97.35 3560 | 1 0.01 97.36 3570 | 3 0.03 97.39 3590 | 3 0.03 97.42 3600 | 1 0.01 97.43 3610 | 1 0.01 97.44 3641 | 14 0.14 97.58 3645 | 2 0.02 97.60 3654 | 1 0.01 97.61 3670 | 5 0.05 97.66 3690 | 6 0.06 97.72 3697 | 4 0.04 97.76 3720 | 1 0.01 97.77 3730 | 4 0.04 97.81 3760 | 2 0.02 97.83 3770 | 22 0.22 98.05 3780 | 1 0.01 98.06 3790 | 5 0.05 98.11 3810 | 3 0.03 98.14 3853 | 1 0.01 98.15 3860 | 14 0.14 98.29 3870 | 6 0.06 98.35 3880 | 5 0.05 98.40 3920 | 3 0.03 98.43 3950 | 6 0.06 98.49 3960 | 6 0.06 98.55 3970 | 3 0.03 98.58 3993 | 3 0.03 98.61 4000 | 5 0.05 98.66 4010 | 7 0.07 98.73 4020 | 7 0.07 98.80 4027 | 11 0.11 98.91 4030 | 3 0.03 98.94 4040 | 12 0.12 99.06 4050 | 14 0.14 99.20 4060 | 6 0.06 99.26 4063 | 1 0.01 99.27 4069 | 2 0.02 99.29 4070 | 3 0.03 99.32 4080 | 1 0.01 99.33 4090 | 2 0.02 99.35 4100 | 2 0.02 99.37 4120 | 16 0.16 99.53 4124 | 3 0.03 99.56 4126 | 1 0.01 99.57 4130 | 10 0.10 99.67 4163 | 5 0.05 99.72 4190 | 2 0.02 99.74 4210 | 1 0.01 99.75 4230 | 3 0.03 99.78 4258 | 5 0.05 99.83 4259 | 1 0.01 99.84 4265 | 2 0.02 99.86 4267 | 2 0.02 99.88 4280 | 3 0.03 99.91 4290 | 1 0.01 99.92 9997 | 8 0.08 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016