Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,684 56.84 56.84 3 | 2 0.02 56.86 7 | 1 0.01 56.87 8 | 1 0.01 56.88 10 | 56 0.56 57.44 12 | 1 0.01 57.45 15 | 2 0.02 57.47 20 | 3 0.03 57.50 22 | 9 0.09 57.59 30 | 6 0.06 57.65 33 | 1 0.01 57.66 40 | 3 0.03 57.69 46 | 2 0.02 57.71 47 | 2 0.02 57.73 49 | 2 0.02 57.75 50 | 5 0.05 57.80 55 | 2 0.02 57.82 59 | 8 0.08 57.90 60 | 7 0.07 57.97 63 | 2 0.02 57.99 64 | 2 0.02 58.01 65 | 5 0.05 58.06 68 | 1 0.01 58.07 70 | 6 0.06 58.13 80 | 38 0.38 58.51 85 | 1 0.01 58.52 90 | 10 0.10 58.62 99 | 2 0.02 58.64 100 | 6 0.06 58.70 103 | 1 0.01 58.71 110 | 33 0.33 59.04 115 | 7 0.07 59.11 116 | 1 0.01 59.12 120 | 11 0.11 59.23 126 | 1 0.01 59.24 130 | 23 0.23 59.47 131 | 1 0.01 59.48 133 | 1 0.01 59.49 135 | 1 0.01 59.50 140 | 1 0.01 59.51 151 | 1 0.01 59.52 156 | 1 0.01 59.53 160 | 4 0.04 59.57 170 | 9 0.09 59.66 180 | 2 0.02 59.68 182 | 2 0.02 59.70 185 | 2 0.02 59.72 189 | 1 0.01 59.73 190 | 7 0.07 59.80 192 | 2 0.02 59.82 200 | 30 0.30 60.12 210 | 5 0.05 60.17 214 | 1 0.01 60.18 215 | 1 0.01 60.19 217 | 2 0.02 60.21 219 | 1 0.01 60.22 220 | 10 0.10 60.32 221 | 1 0.01 60.33 222 | 1 0.01 60.34 224 | 2 0.02 60.36 225 | 8 0.08 60.44 227 | 2 0.02 60.46 228 | 1 0.01 60.47 229 | 2 0.02 60.49 230 | 4 0.04 60.53 235 | 6 0.06 60.59 237 | 1 0.01 60.60 240 | 18 0.18 60.78 245 | 5 0.05 60.83 250 | 1 0.01 60.84 253 | 2 0.02 60.86 255 | 3 0.03 60.89 256 | 4 0.04 60.93 258 | 1 0.01 60.94 260 | 11 0.11 61.05 261 | 2 0.02 61.07 263 | 1 0.01 61.08 265 | 2 0.02 61.10 267 | 3 0.03 61.13 268 | 2 0.02 61.15 270 | 8 0.08 61.23 280 | 54 0.54 61.77 286 | 3 0.03 61.80 290 | 46 0.46 62.26 293 | 2 0.02 62.28 294 | 1 0.01 62.29 295 | 3 0.03 62.32 300 | 4 0.04 62.36 305 | 3 0.03 62.39 306 | 2 0.02 62.41 310 | 20 0.20 62.61 312 | 2 0.02 62.63 315 | 2 0.02 62.65 320 | 1 0.01 62.66 326 | 1 0.01 62.67 330 | 23 0.23 62.90 332 | 3 0.03 62.93 336 | 3 0.03 62.96 340 | 9 0.09 63.05 349 | 1 0.01 63.06 350 | 47 0.47 63.53 355 | 3 0.03 63.56 360 | 4 0.04 63.60 365 | 4 0.04 63.64 368 | 5 0.05 63.69 369 | 1 0.01 63.70 370 | 164 1.64 65.34 373 | 3 0.03 65.37 375 | 1 0.01 65.38 376 | 3 0.03 65.41 380 | 3 0.03 65.44 385 | 5 0.05 65.49 386 | 10 0.10 65.59 387 | 3 0.03 65.62 390 | 1 0.01 65.63 400 | 3 0.03 65.66 402 | 1 0.01 65.67 420 | 28 0.28 65.95 430 | 29 0.29 66.24 431 | 1 0.01 66.25 434 | 3 0.03 66.28 435 | 3 0.03 66.31 440 | 4 0.04 66.35 450 | 9 0.09 66.44 453 | 2 0.02 66.46 454 | 1 0.01 66.47 457 | 10 0.10 66.57 458 | 1 0.01 66.58 460 | 4 0.04 66.62 470 | 3 0.03 66.65 475 | 4 0.04 66.69 480 | 5 0.05 66.74 486 | 1 0.01 66.75 488 | 1 0.01 66.76 490 | 26 0.26 67.02 491 | 2 0.02 67.04 495 | 2 0.02 67.06 500 | 2 0.02 67.08 502 | 5 0.05 67.13 505 | 2 0.02 67.15 510 | 9 0.09 67.24 520 | 8 0.08 67.32 522 | 1 0.01 67.33 523 | 1 0.01 67.34 525 | 2 0.02 67.36 526 | 1 0.01 67.37 530 | 50 0.50 67.87 536 | 3 0.03 67.90 537 | 2 0.02 67.92 538 | 7 0.07 67.99 539 | 1 0.01 68.00 540 | 2 0.02 68.02 541 | 1 0.01 68.03 550 | 3 0.03 68.06 553 | 1 0.01 68.07 555 | 2 0.02 68.09 560 | 9 0.09 68.18 565 | 2 0.02 68.20 570 | 10 0.10 68.30 580 | 4 0.04 68.34 584 | 2 0.02 68.36 590 | 3 0.03 68.39 597 | 1 0.01 68.40 600 | 46 0.46 68.86 602 | 5 0.05 68.91 605 | 2 0.02 68.93 608 | 1 0.01 68.94 610 | 3 0.03 68.97 612 | 4 0.04 69.01 620 | 9 0.09 69.10 630 | 4 0.04 69.14 633 | 5 0.05 69.19 634 | 1 0.01 69.20 639 | 4 0.04 69.24 640 | 2 0.02 69.26 649 | 3 0.03 69.29 650 | 5 0.05 69.34 660 | 4 0.04 69.38 663 | 3 0.03 69.41 670 | 4 0.04 69.45 672 | 6 0.06 69.51 680 | 6 0.06 69.57 682 | 1 0.01 69.58 686 | 2 0.02 69.60 690 | 1 0.01 69.61 691 | 2 0.02 69.63 700 | 12 0.12 69.75 710 | 14 0.14 69.89 712 | 7 0.07 69.96 713 | 2 0.02 69.98 715 | 7 0.07 70.05 718 | 1 0.01 70.06 720 | 4 0.04 70.10 730 | 3 0.03 70.13 740 | 9 0.09 70.22 749 | 4 0.04 70.26 750 | 5 0.05 70.31 755 | 1 0.01 70.32 760 | 5 0.05 70.37 765 | 3 0.03 70.40 770 | 4 0.04 70.44 771 | 15 0.15 70.59 775 | 1 0.01 70.60 780 | 16 0.16 70.76 785 | 4 0.04 70.80 790 | 17 0.17 70.97 800 | 2 0.02 70.99 802 | 1 0.01 71.00 804 | 7 0.07 71.07 810 | 21 0.21 71.28 817 | 1 0.01 71.29 820 | 19 0.19 71.48 823 | 3 0.03 71.51 825 | 3 0.03 71.54 830 | 4 0.04 71.58 835 | 2 0.02 71.60 838 | 2 0.02 71.62 840 | 2 0.02 71.64 842 | 1 0.01 71.65 843 | 1 0.01 71.66 850 | 10 0.10 71.76 852 | 2 0.02 71.78 854 | 1 0.01 71.79 857 | 1 0.01 71.80 858 | 1 0.01 71.81 860 | 9 0.09 71.90 870 | 1 0.01 71.91 880 | 12 0.12 72.03 890 | 8 0.08 72.11 920 | 12 0.12 72.23 922 | 1 0.01 72.24 930 | 12 0.12 72.36 950 | 2 0.02 72.38 970 | 10 0.10 72.48 972 | 1 0.01 72.49 980 | 2 0.02 72.51 990 | 1 0.01 72.52 1000 | 5 0.05 72.57 1003 | 3 0.03 72.60 1010 | 1 0.01 72.61 1015 | 3 0.03 72.64 1020 | 3 0.03 72.67 1030 | 2 0.02 72.69 1040 | 3 0.03 72.72 1042 | 1 0.01 72.73 1045 | 7 0.07 72.80 1050 | 33 0.33 73.13 1054 | 1 0.01 73.14 1060 | 2 0.02 73.16 1070 | 10 0.10 73.26 1071 | 2 0.02 73.28 1080 | 12 0.12 73.40 1090 | 4 0.04 73.44 1110 | 6 0.06 73.50 1120 | 1 0.01 73.51 1130 | 16 0.16 73.67 1137 | 2 0.02 73.69 1138 | 1 0.01 73.70 1139 | 1 0.01 73.71 1160 | 4 0.04 73.75 1170 | 1 0.01 73.76 1180 | 1 0.01 73.77 1182 | 2 0.02 73.79 1187 | 1 0.01 73.80 1190 | 3 0.03 73.83 1200 | 16 0.16 73.99 1210 | 3 0.03 74.02 1220 | 1 0.01 74.03 1230 | 6 0.06 74.09 1240 | 4 0.04 74.13 1250 | 2 0.02 74.15 1260 | 3 0.03 74.18 1270 | 5 0.05 74.23 1274 | 1 0.01 74.24 1280 | 23 0.23 74.47 1295 | 1 0.01 74.48 1300 | 2 0.02 74.50 1305 | 5 0.05 74.55 1310 | 5 0.05 74.60 1320 | 3 0.03 74.63 1330 | 1 0.01 74.64 1340 | 35 0.35 74.99 1343 | 2 0.02 75.01 1345 | 5 0.05 75.06 1360 | 2 0.02 75.08 1364 | 9 0.09 75.17 1370 | 39 0.39 75.56 1380 | 6 0.06 75.62 1390 | 1 0.01 75.63 1400 | 4 0.04 75.67 1405 | 2 0.02 75.69 1409 | 2 0.02 75.71 1410 | 12 0.12 75.83 1420 | 21 0.21 76.04 1430 | 8 0.08 76.12 1435 | 10 0.10 76.22 1440 | 6 0.06 76.28 1450 | 1 0.01 76.29 1460 | 2 0.02 76.31 1461 | 2 0.02 76.33 1465 | 2 0.02 76.35 1471 | 1 0.01 76.36 1480 | 1 0.01 76.37 1490 | 2 0.02 76.39 1493 | 3 0.03 76.42 1500 | 5 0.05 76.47 1505 | 1 0.01 76.48 1508 | 1 0.01 76.49 1510 | 88 0.88 77.37 1520 | 3 0.03 77.40 1530 | 4 0.04 77.44 1540 | 4 0.04 77.48 1550 | 7 0.07 77.55 1552 | 1 0.01 77.56 1560 | 14 0.14 77.70 1566 | 1 0.01 77.71 1568 | 4 0.04 77.75 1570 | 1 0.01 77.76 1580 | 7 0.07 77.83 1590 | 5 0.05 77.88 1600 | 1 0.01 77.89 1603 | 8 0.08 77.97 1605 | 3 0.03 78.00 1620 | 1 0.01 78.01 1630 | 4 0.04 78.05 1640 | 1 0.01 78.06 1650 | 2 0.02 78.08 1660 | 12 0.12 78.20 1670 | 2 0.02 78.22 1672 | 1 0.01 78.23 1690 | 17 0.17 78.40 1695 | 1 0.01 78.41 1700 | 8 0.08 78.49 1705 | 1 0.01 78.50 1713 | 7 0.07 78.57 1716 | 10 0.10 78.67 1717 | 6 0.06 78.73 1720 | 1 0.01 78.74 1730 | 16 0.16 78.90 1740 | 2 0.02 78.92 1750 | 9 0.09 79.01 1760 | 5 0.05 79.06 1762 | 1 0.01 79.07 1770 | 12 0.12 79.19 1771 | 2 0.02 79.21 1779 | 1 0.01 79.22 1780 | 6 0.06 79.28 1781 | 1 0.01 79.29 1782 | 3 0.03 79.32 1786 | 1 0.01 79.33 1790 | 2 0.02 79.35 1791 | 3 0.03 79.38 1801 | 3 0.03 79.41 1808 | 1 0.01 79.42 1820 | 8 0.08 79.50 1825 | 2 0.02 79.52 1826 | 1 0.01 79.53 1835 | 2 0.02 79.55 1840 | 11 0.11 79.66 1842 | 1 0.01 79.67 1845 | 4 0.04 79.71 1846 | 2 0.02 79.73 1850 | 6 0.06 79.79 1852 | 1 0.01 79.80 1865 | 1 0.01 79.81 1870 | 6 0.06 79.87 1876 | 2 0.02 79.89 1880 | 2 0.02 79.91 1895 | 4 0.04 79.95 1896 | 1 0.01 79.96 1900 | 3 0.03 79.99 1912 | 6 0.06 80.05 1920 | 3 0.03 80.08 1927 | 3 0.03 80.11 1930 | 4 0.04 80.15 1940 | 4 0.04 80.19 1950 | 4 0.04 80.23 1960 | 1 0.01 80.24 1970 | 22 0.22 80.46 1972 | 2 0.02 80.48 1975 | 1 0.01 80.49 1977 | 1 0.01 80.50 1980 | 221 2.21 82.71 1990 | 6 0.06 82.77 2000 | 3 0.03 82.80 2002 | 1 0.01 82.81 2005 | 2 0.02 82.83 2010 | 60 0.60 83.43 2020 | 15 0.15 83.58 2030 | 1 0.01 83.59 2036 | 3 0.03 83.62 2050 | 18 0.18 83.80 2052 | 1 0.01 83.81 2054 | 4 0.04 83.85 2056 | 1 0.01 83.86 2060 | 3 0.03 83.89 2063 | 4 0.04 83.93 2070 | 12 0.12 84.05 2073 | 1 0.01 84.06 2080 | 1 0.01 84.07 2083 | 4 0.04 84.11 2084 | 1 0.01 84.12 2085 | 2 0.02 84.14 2090 | 3 0.03 84.17 2100 | 17 0.17 84.34 2110 | 2 0.02 84.36 2130 | 32 0.32 84.68 2140 | 2 0.02 84.70 2150 | 8 0.08 84.78 2157 | 1 0.01 84.79 2170 | 6 0.06 84.85 2180 | 8 0.08 84.93 2182 | 1 0.01 84.94 2190 | 5 0.05 84.99 2199 | 4 0.04 85.03 2200 | 9 0.09 85.12 2209 | 1 0.01 85.13 2210 | 1 0.01 85.14 2218 | 2 0.02 85.16 2219 | 1 0.01 85.17 2220 | 5 0.05 85.22 2230 | 8 0.08 85.30 2235 | 1 0.01 85.31 2238 | 5 0.05 85.36 2240 | 3 0.03 85.39 2250 | 2 0.02 85.41 2260 | 5 0.05 85.46 2270 | 12 0.12 85.58 2275 | 2 0.02 85.60 2276 | 4 0.04 85.64 2280 | 7 0.07 85.71 2285 | 2 0.02 85.73 2290 | 9 0.09 85.82 2300 | 2 0.02 85.84 2311 | 8 0.08 85.92 2320 | 21 0.21 86.13 2327 | 4 0.04 86.17 2330 | 8 0.08 86.25 2340 | 6 0.06 86.31 2350 | 2 0.02 86.33 2355 | 1 0.01 86.34 2360 | 33 0.33 86.67 2375 | 5 0.05 86.72 2380 | 1 0.01 86.73 2390 | 1 0.01 86.74 2400 | 7 0.07 86.81 2406 | 1 0.01 86.82 2410 | 2 0.02 86.84 2412 | 1 0.01 86.85 2420 | 7 0.07 86.92 2424 | 3 0.03 86.95 2427 | 7 0.07 87.02 2430 | 1 0.01 87.03 2431 | 7 0.07 87.10 2432 | 1 0.01 87.11 2438 | 1 0.01 87.12 2439 | 4 0.04 87.16 2440 | 6 0.06 87.22 2445 | 1 0.01 87.23 2446 | 3 0.03 87.26 2450 | 3 0.03 87.29 2451 | 2 0.02 87.31 2457 | 1 0.01 87.32 2458 | 2 0.02 87.34 2468 | 7 0.07 87.41 2470 | 1 0.01 87.42 2480 | 32 0.32 87.74 2490 | 6 0.06 87.80 2510 | 12 0.12 87.92 2520 | 1 0.01 87.93 2530 | 11 0.11 88.04 2540 | 10 0.10 88.14 2541 | 6 0.06 88.20 2545 | 1 0.01 88.21 2550 | 25 0.25 88.46 2555 | 2 0.02 88.48 2560 | 12 0.12 88.60 2562 | 3 0.03 88.63 2570 | 15 0.15 88.78 2571 | 1 0.01 88.79 2580 | 1 0.01 88.80 2590 | 3 0.03 88.83 2600 | 4 0.04 88.87 2601 | 6 0.06 88.93 2605 | 1 0.01 88.94 2620 | 10 0.10 89.04 2630 | 3 0.03 89.07 2640 | 2 0.02 89.09 2645 | 13 0.13 89.22 2646 | 5 0.05 89.27 2650 | 8 0.08 89.35 2658 | 2 0.02 89.37 2660 | 7 0.07 89.44 2670 | 1 0.01 89.45 2680 | 6 0.06 89.51 2684 | 2 0.02 89.53 2690 | 6 0.06 89.59 2700 | 12 0.12 89.71 2710 | 2 0.02 89.73 2713 | 2 0.02 89.75 2715 | 1 0.01 89.76 2720 | 7 0.07 89.83 2730 | 46 0.46 90.29 2740 | 5 0.05 90.34 2749 | 1 0.01 90.35 2760 | 2 0.02 90.37 2770 | 8 0.08 90.45 2776 | 1 0.01 90.46 2780 | 12 0.12 90.58 2790 | 8 0.08 90.66 2800 | 6 0.06 90.72 2806 | 3 0.03 90.75 2810 | 1 0.01 90.76 2820 | 1 0.01 90.77 2832 | 1 0.01 90.78 2840 | 3 0.03 90.81 2850 | 2 0.02 90.83 2870 | 8 0.08 90.91 2880 | 9 0.09 91.00 2882 | 2 0.02 91.02 2890 | 4 0.04 91.06 2900 | 2 0.02 91.08 2904 | 4 0.04 91.12 2910 | 2 0.02 91.14 2916 | 7 0.07 91.21 2920 | 1 0.01 91.22 2935 | 1 0.01 91.23 2940 | 6 0.06 91.29 2948 | 11 0.11 91.40 2950 | 63 0.63 92.03 2960 | 8 0.08 92.11 2970 | 5 0.05 92.16 2975 | 3 0.03 92.19 2980 | 7 0.07 92.26 3000 | 18 0.18 92.44 3010 | 7 0.07 92.51 3020 | 1 0.01 92.52 3026 | 1 0.01 92.53 3030 | 6 0.06 92.59 3040 | 4 0.04 92.63 3050 | 12 0.12 92.75 3060 | 1 0.01 92.76 3070 | 34 0.34 93.10 3080 | 1 0.01 93.11 3083 | 1 0.01 93.12 3090 | 1 0.01 93.13 3092 | 2 0.02 93.15 3100 | 4 0.04 93.19 3105 | 3 0.03 93.22 3110 | 6 0.06 93.28 3111 | 1 0.01 93.29 3120 | 2 0.02 93.31 3125 | 3 0.03 93.34 3140 | 1 0.01 93.35 3150 | 25 0.25 93.60 3158 | 3 0.03 93.63 3160 | 1 0.01 93.64 3165 | 1 0.01 93.65 3175 | 1 0.01 93.66 3180 | 9 0.09 93.75 3190 | 19 0.19 93.94 3192 | 3 0.03 93.97 3210 | 19 0.19 94.16 3220 | 3 0.03 94.19 3230 | 1 0.01 94.20 3240 | 2 0.02 94.22 3250 | 4 0.04 94.26 3260 | 82 0.82 95.08 3270 | 1 0.01 95.09 3290 | 62 0.62 95.71 3300 | 9 0.09 95.80 3310 | 4 0.04 95.84 3311 | 1 0.01 95.85 3314 | 1 0.01 95.86 3320 | 2 0.02 95.88 3340 | 45 0.45 96.33 3350 | 1 0.01 96.34 3351 | 6 0.06 96.40 3360 | 7 0.07 96.47 3361 | 1 0.01 96.48 3370 | 2 0.02 96.50 3375 | 2 0.02 96.52 3380 | 2 0.02 96.54 3390 | 15 0.15 96.69 3400 | 1 0.01 96.70 3410 | 2 0.02 96.72 3420 | 12 0.12 96.84 3430 | 6 0.06 96.90 3440 | 10 0.10 97.00 3445 | 5 0.05 97.05 3450 | 6 0.06 97.11 3455 | 4 0.04 97.15 3460 | 2 0.02 97.17 3470 | 11 0.11 97.28 3480 | 2 0.02 97.30 3490 | 12 0.12 97.42 3499 | 2 0.02 97.44 3520 | 2 0.02 97.46 3530 | 1 0.01 97.47 3550 | 1 0.01 97.48 3556 | 1 0.01 97.49 3558 | 2 0.02 97.51 3570 | 2 0.02 97.53 3580 | 1 0.01 97.54 3600 | 1 0.01 97.55 3620 | 4 0.04 97.59 3630 | 1 0.01 97.60 3635 | 1 0.01 97.61 3641 | 6 0.06 97.67 3655 | 2 0.02 97.69 3660 | 1 0.01 97.70 3670 | 4 0.04 97.74 3686 | 1 0.01 97.75 3690 | 3 0.03 97.78 3710 | 1 0.01 97.79 3730 | 4 0.04 97.83 3760 | 1 0.01 97.84 3770 | 13 0.13 97.97 3790 | 4 0.04 98.01 3800 | 1 0.01 98.02 3810 | 5 0.05 98.07 3820 | 2 0.02 98.09 3830 | 1 0.01 98.10 3840 | 1 0.01 98.11 3851 | 4 0.04 98.15 3853 | 1 0.01 98.16 3860 | 3 0.03 98.19 3870 | 6 0.06 98.25 3880 | 1 0.01 98.26 3900 | 3 0.03 98.29 3920 | 3 0.03 98.32 3930 | 1 0.01 98.33 3934 | 1 0.01 98.34 3950 | 7 0.07 98.41 3960 | 4 0.04 98.45 3970 | 2 0.02 98.47 3993 | 3 0.03 98.50 4000 | 5 0.05 98.55 4010 | 3 0.03 98.58 4020 | 8 0.08 98.66 4027 | 8 0.08 98.74 4030 | 2 0.02 98.76 4040 | 6 0.06 98.82 4050 | 12 0.12 98.94 4060 | 9 0.09 99.03 4069 | 2 0.02 99.05 4070 | 3 0.03 99.08 4100 | 3 0.03 99.11 4120 | 5 0.05 99.16 4124 | 1 0.01 99.17 4126 | 2 0.02 99.19 4130 | 3 0.03 99.22 4156 | 1 0.01 99.23 4163 | 5 0.05 99.28 4190 | 3 0.03 99.31 4240 | 1 0.01 99.32 4250 | 1 0.01 99.33 4258 | 1 0.01 99.34 4259 | 1 0.01 99.35 4267 | 1 0.01 99.36 4278 | 1 0.01 99.37 4290 | 6 0.06 99.43 4291 | 2 0.02 99.45 4340 | 1 0.01 99.46 4420 | 1 0.01 99.47 4460 | 1 0.01 99.48 4475 | 2 0.02 99.50 4490 | 1 0.01 99.51 4560 | 1 0.01 99.52 4655 | 2 0.02 99.54 4730 | 1 0.01 99.55 4760 | 5 0.05 99.60 4790 | 4 0.04 99.64 4910 | 5 0.05 99.69 5070 | 1 0.01 99.70 5080 | 1 0.01 99.71 5270 | 1 0.01 99.72 5460 | 1 0.01 99.73 5530 | 2 0.02 99.75 5680 | 4 0.04 99.79 5700 | 1 0.01 99.80 5720 | 1 0.01 99.81 5790 | 1 0.01 99.82 5890 | 1 0.01 99.83 6040 | 2 0.02 99.85 9997 | 8 0.08 99.93 9999 | 7 0.07 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016