Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,614 56.14 56.14 3 | 2 0.02 56.16 8 | 1 0.01 56.17 10 | 79 0.79 56.96 15 | 2 0.02 56.98 20 | 3 0.03 57.01 22 | 2 0.02 57.03 30 | 9 0.09 57.12 38 | 1 0.01 57.13 40 | 2 0.02 57.15 46 | 4 0.04 57.19 49 | 2 0.02 57.21 50 | 2 0.02 57.23 51 | 2 0.02 57.25 60 | 4 0.04 57.29 63 | 1 0.01 57.30 64 | 4 0.04 57.34 70 | 7 0.07 57.41 75 | 1 0.01 57.42 80 | 48 0.48 57.90 89 | 2 0.02 57.92 90 | 16 0.16 58.08 98 | 2 0.02 58.10 100 | 11 0.11 58.21 101 | 2 0.02 58.23 105 | 1 0.01 58.24 110 | 15 0.15 58.39 120 | 7 0.07 58.46 127 | 1 0.01 58.47 130 | 22 0.22 58.69 134 | 1 0.01 58.70 140 | 1 0.01 58.71 150 | 1 0.01 58.72 155 | 3 0.03 58.75 156 | 2 0.02 58.77 160 | 14 0.14 58.91 170 | 16 0.16 59.07 180 | 1 0.01 59.08 185 | 3 0.03 59.11 189 | 1 0.01 59.12 190 | 2 0.02 59.14 200 | 20 0.20 59.34 205 | 1 0.01 59.35 210 | 4 0.04 59.39 214 | 1 0.01 59.40 215 | 2 0.02 59.42 217 | 1 0.01 59.43 219 | 5 0.05 59.48 220 | 6 0.06 59.54 223 | 3 0.03 59.57 225 | 4 0.04 59.61 226 | 1 0.01 59.62 227 | 2 0.02 59.64 228 | 2 0.02 59.66 229 | 9 0.09 59.75 230 | 1 0.01 59.76 235 | 4 0.04 59.80 237 | 10 0.10 59.90 240 | 19 0.19 60.09 244 | 1 0.01 60.10 245 | 4 0.04 60.14 250 | 8 0.08 60.22 253 | 1 0.01 60.23 255 | 2 0.02 60.25 256 | 7 0.07 60.32 258 | 3 0.03 60.35 260 | 13 0.13 60.48 261 | 1 0.01 60.49 265 | 1 0.01 60.50 266 | 2 0.02 60.52 267 | 2 0.02 60.54 268 | 2 0.02 60.56 270 | 14 0.14 60.70 273 | 1 0.01 60.71 280 | 85 0.85 61.56 281 | 1 0.01 61.57 290 | 19 0.19 61.76 293 | 1 0.01 61.77 300 | 5 0.05 61.82 301 | 1 0.01 61.83 305 | 4 0.04 61.87 306 | 4 0.04 61.91 310 | 13 0.13 62.04 312 | 1 0.01 62.05 326 | 3 0.03 62.08 330 | 16 0.16 62.24 336 | 1 0.01 62.25 338 | 3 0.03 62.28 339 | 5 0.05 62.33 340 | 14 0.14 62.47 349 | 1 0.01 62.48 350 | 51 0.51 62.99 355 | 1 0.01 63.00 360 | 3 0.03 63.03 365 | 5 0.05 63.08 368 | 5 0.05 63.13 370 | 123 1.23 64.36 375 | 2 0.02 64.38 376 | 2 0.02 64.40 380 | 3 0.03 64.43 385 | 5 0.05 64.48 386 | 1 0.01 64.49 387 | 3 0.03 64.52 390 | 3 0.03 64.55 400 | 2 0.02 64.57 402 | 1 0.01 64.58 410 | 3 0.03 64.61 420 | 8 0.08 64.69 428 | 1 0.01 64.70 430 | 20 0.20 64.90 431 | 1 0.01 64.91 434 | 2 0.02 64.93 435 | 2 0.02 64.95 440 | 4 0.04 64.99 450 | 5 0.05 65.04 453 | 1 0.01 65.05 456 | 1 0.01 65.06 457 | 6 0.06 65.12 460 | 2 0.02 65.14 463 | 4 0.04 65.18 470 | 4 0.04 65.22 480 | 10 0.10 65.32 487 | 1 0.01 65.33 490 | 15 0.15 65.48 495 | 2 0.02 65.50 500 | 1 0.01 65.51 501 | 1 0.01 65.52 502 | 1 0.01 65.53 510 | 6 0.06 65.59 520 | 7 0.07 65.66 530 | 44 0.44 66.10 535 | 1 0.01 66.11 537 | 4 0.04 66.15 538 | 8 0.08 66.23 539 | 1 0.01 66.24 541 | 3 0.03 66.27 550 | 5 0.05 66.32 555 | 2 0.02 66.34 560 | 4 0.04 66.38 570 | 14 0.14 66.52 580 | 2 0.02 66.54 584 | 2 0.02 66.56 585 | 2 0.02 66.58 600 | 50 0.50 67.08 602 | 10 0.10 67.18 605 | 1 0.01 67.19 610 | 1 0.01 67.20 615 | 1 0.01 67.21 619 | 1 0.01 67.22 620 | 4 0.04 67.26 630 | 6 0.06 67.32 632 | 2 0.02 67.34 633 | 3 0.03 67.37 634 | 1 0.01 67.38 639 | 8 0.08 67.46 640 | 4 0.04 67.50 650 | 3 0.03 67.53 660 | 3 0.03 67.56 663 | 2 0.02 67.58 670 | 5 0.05 67.63 672 | 2 0.02 67.65 680 | 6 0.06 67.71 686 | 2 0.02 67.73 687 | 1 0.01 67.74 690 | 3 0.03 67.77 700 | 13 0.13 67.90 710 | 11 0.11 68.01 713 | 4 0.04 68.05 714 | 6 0.06 68.11 715 | 10 0.10 68.21 718 | 1 0.01 68.22 720 | 2 0.02 68.24 730 | 1 0.01 68.25 740 | 7 0.07 68.32 750 | 1 0.01 68.33 760 | 6 0.06 68.39 765 | 1 0.01 68.40 770 | 3 0.03 68.43 771 | 2 0.02 68.45 780 | 5 0.05 68.50 782 | 2 0.02 68.52 785 | 3 0.03 68.55 787 | 2 0.02 68.57 790 | 15 0.15 68.72 795 | 1 0.01 68.73 800 | 4 0.04 68.77 802 | 1 0.01 68.78 810 | 23 0.23 69.01 811 | 4 0.04 69.05 817 | 1 0.01 69.06 820 | 16 0.16 69.22 823 | 5 0.05 69.27 825 | 3 0.03 69.30 830 | 2 0.02 69.32 832 | 1 0.01 69.33 833 | 1 0.01 69.34 835 | 2 0.02 69.36 838 | 1 0.01 69.37 840 | 2 0.02 69.39 841 | 1 0.01 69.40 842 | 3 0.03 69.43 843 | 2 0.02 69.45 845 | 2 0.02 69.47 850 | 10 0.10 69.57 852 | 2 0.02 69.59 854 | 2 0.02 69.61 857 | 2 0.02 69.63 858 | 1 0.01 69.64 860 | 5 0.05 69.69 870 | 2 0.02 69.71 880 | 13 0.13 69.84 883 | 1 0.01 69.85 890 | 3 0.03 69.88 900 | 1 0.01 69.89 910 | 1 0.01 69.90 920 | 2 0.02 69.92 922 | 1 0.01 69.93 930 | 13 0.13 70.06 940 | 1 0.01 70.07 941 | 3 0.03 70.10 945 | 3 0.03 70.13 960 | 7 0.07 70.20 968 | 1 0.01 70.21 970 | 8 0.08 70.29 980 | 3 0.03 70.32 986 | 1 0.01 70.33 1000 | 4 0.04 70.37 1003 | 1 0.01 70.38 1010 | 3 0.03 70.41 1012 | 1 0.01 70.42 1020 | 1 0.01 70.43 1026 | 1 0.01 70.44 1030 | 4 0.04 70.48 1040 | 3 0.03 70.51 1045 | 10 0.10 70.61 1050 | 37 0.37 70.98 1060 | 6 0.06 71.04 1070 | 7 0.07 71.11 1071 | 2 0.02 71.13 1080 | 14 0.14 71.27 1085 | 1 0.01 71.28 1090 | 1 0.01 71.29 1091 | 3 0.03 71.32 1100 | 2 0.02 71.34 1110 | 10 0.10 71.44 1130 | 10 0.10 71.54 1140 | 3 0.03 71.57 1150 | 1 0.01 71.58 1155 | 1 0.01 71.59 1160 | 3 0.03 71.62 1164 | 1 0.01 71.63 1175 | 1 0.01 71.64 1178 | 3 0.03 71.67 1180 | 2 0.02 71.69 1200 | 9 0.09 71.78 1210 | 5 0.05 71.83 1220 | 2 0.02 71.85 1230 | 1 0.01 71.86 1245 | 1 0.01 71.87 1250 | 4 0.04 71.91 1260 | 10 0.10 72.01 1270 | 3 0.03 72.04 1274 | 2 0.02 72.06 1280 | 34 0.34 72.40 1290 | 1 0.01 72.41 1300 | 5 0.05 72.46 1305 | 5 0.05 72.51 1310 | 4 0.04 72.55 1320 | 2 0.02 72.57 1340 | 13 0.13 72.70 1343 | 2 0.02 72.72 1345 | 4 0.04 72.76 1350 | 2 0.02 72.78 1360 | 5 0.05 72.83 1364 | 10 0.10 72.93 1370 | 29 0.29 73.22 1380 | 9 0.09 73.31 1390 | 2 0.02 73.33 1400 | 8 0.08 73.41 1405 | 1 0.01 73.42 1409 | 3 0.03 73.45 1410 | 11 0.11 73.56 1420 | 13 0.13 73.69 1430 | 12 0.12 73.81 1435 | 7 0.07 73.88 1440 | 8 0.08 73.96 1450 | 2 0.02 73.98 1460 | 5 0.05 74.03 1465 | 1 0.01 74.04 1470 | 1 0.01 74.05 1471 | 1 0.01 74.06 1480 | 1 0.01 74.07 1483 | 1 0.01 74.08 1490 | 2 0.02 74.10 1493 | 1 0.01 74.11 1500 | 5 0.05 74.16 1505 | 2 0.02 74.18 1510 | 106 1.06 75.24 1520 | 5 0.05 75.29 1530 | 3 0.03 75.32 1540 | 5 0.05 75.37 1550 | 8 0.08 75.45 1552 | 2 0.02 75.47 1560 | 6 0.06 75.53 1570 | 1 0.01 75.54 1572 | 1 0.01 75.55 1580 | 3 0.03 75.58 1590 | 4 0.04 75.62 1610 | 2 0.02 75.64 1620 | 2 0.02 75.66 1630 | 1 0.01 75.67 1650 | 1 0.01 75.68 1660 | 13 0.13 75.81 1662 | 1 0.01 75.82 1670 | 7 0.07 75.89 1680 | 2 0.02 75.91 1685 | 3 0.03 75.94 1688 | 1 0.01 75.95 1690 | 8 0.08 76.03 1700 | 9 0.09 76.12 1710 | 2 0.02 76.14 1713 | 12 0.12 76.26 1716 | 3 0.03 76.29 1717 | 1 0.01 76.30 1720 | 1 0.01 76.31 1730 | 14 0.14 76.45 1740 | 4 0.04 76.49 1750 | 5 0.05 76.54 1755 | 5 0.05 76.59 1760 | 4 0.04 76.63 1770 | 7 0.07 76.70 1771 | 2 0.02 76.72 1780 | 6 0.06 76.78 1781 | 2 0.02 76.80 1782 | 4 0.04 76.84 1790 | 1 0.01 76.85 1800 | 2 0.02 76.87 1808 | 6 0.06 76.93 1820 | 10 0.10 77.03 1823 | 1 0.01 77.04 1825 | 2 0.02 77.06 1826 | 1 0.01 77.07 1830 | 4 0.04 77.11 1840 | 4 0.04 77.15 1842 | 1 0.01 77.16 1845 | 1 0.01 77.17 1846 | 2 0.02 77.19 1847 | 2 0.02 77.21 1850 | 4 0.04 77.25 1870 | 2 0.02 77.27 1871 | 4 0.04 77.31 1880 | 3 0.03 77.34 1890 | 6 0.06 77.40 1895 | 2 0.02 77.42 1900 | 10 0.10 77.52 1912 | 3 0.03 77.55 1920 | 2 0.02 77.57 1925 | 2 0.02 77.59 1927 | 2 0.02 77.61 1930 | 1 0.01 77.62 1940 | 4 0.04 77.66 1946 | 1 0.01 77.67 1947 | 1 0.01 77.68 1950 | 2 0.02 77.70 1970 | 54 0.54 78.24 1974 | 1 0.01 78.25 1975 | 1 0.01 78.26 1980 | 306 3.06 81.32 1990 | 13 0.13 81.45 1993 | 1 0.01 81.46 2000 | 5 0.05 81.51 2005 | 6 0.06 81.57 2010 | 49 0.49 82.06 2020 | 12 0.12 82.18 2027 | 1 0.01 82.19 2030 | 5 0.05 82.24 2036 | 1 0.01 82.25 2045 | 1 0.01 82.26 2050 | 21 0.21 82.47 2052 | 2 0.02 82.49 2060 | 2 0.02 82.51 2070 | 4 0.04 82.55 2080 | 1 0.01 82.56 2083 | 3 0.03 82.59 2085 | 1 0.01 82.60 2090 | 1 0.01 82.61 2100 | 33 0.33 82.94 2110 | 2 0.02 82.96 2130 | 23 0.23 83.19 2136 | 1 0.01 83.20 2150 | 4 0.04 83.24 2160 | 1 0.01 83.25 2170 | 3 0.03 83.28 2180 | 3 0.03 83.31 2182 | 3 0.03 83.34 2190 | 6 0.06 83.40 2200 | 18 0.18 83.58 2210 | 2 0.02 83.60 2220 | 10 0.10 83.70 2225 | 1 0.01 83.71 2226 | 1 0.01 83.72 2230 | 4 0.04 83.76 2234 | 1 0.01 83.77 2238 | 2 0.02 83.79 2240 | 8 0.08 83.87 2250 | 2 0.02 83.89 2260 | 13 0.13 84.02 2262 | 1 0.01 84.03 2270 | 3 0.03 84.06 2285 | 6 0.06 84.12 2290 | 3 0.03 84.15 2293 | 1 0.01 84.16 2300 | 4 0.04 84.20 2310 | 1 0.01 84.21 2311 | 7 0.07 84.28 2320 | 16 0.16 84.44 2330 | 5 0.05 84.49 2340 | 7 0.07 84.56 2345 | 2 0.02 84.58 2350 | 4 0.04 84.62 2360 | 16 0.16 84.78 2370 | 4 0.04 84.82 2375 | 4 0.04 84.86 2380 | 1 0.01 84.87 2400 | 37 0.37 85.24 2405 | 3 0.03 85.27 2406 | 1 0.01 85.28 2407 | 1 0.01 85.29 2420 | 5 0.05 85.34 2424 | 1 0.01 85.35 2427 | 2 0.02 85.37 2430 | 2 0.02 85.39 2431 | 4 0.04 85.43 2440 | 7 0.07 85.50 2446 | 1 0.01 85.51 2450 | 5 0.05 85.56 2451 | 4 0.04 85.60 2458 | 11 0.11 85.71 2460 | 2 0.02 85.73 2468 | 2 0.02 85.75 2470 | 1 0.01 85.76 2480 | 50 0.50 86.26 2490 | 11 0.11 86.37 2494 | 2 0.02 86.39 2495 | 1 0.01 86.40 2500 | 1 0.01 86.41 2510 | 13 0.13 86.54 2520 | 2 0.02 86.56 2525 | 4 0.04 86.60 2530 | 5 0.05 86.65 2540 | 7 0.07 86.72 2541 | 5 0.05 86.77 2542 | 1 0.01 86.78 2550 | 19 0.19 86.97 2555 | 3 0.03 87.00 2560 | 9 0.09 87.09 2569 | 1 0.01 87.10 2570 | 5 0.05 87.15 2573 | 2 0.02 87.17 2580 | 3 0.03 87.20 2587 | 1 0.01 87.21 2590 | 2 0.02 87.23 2600 | 2 0.02 87.25 2605 | 1 0.01 87.26 2610 | 1 0.01 87.27 2615 | 1 0.01 87.28 2620 | 11 0.11 87.39 2625 | 2 0.02 87.41 2630 | 1 0.01 87.42 2635 | 1 0.01 87.43 2645 | 1 0.01 87.44 2646 | 1 0.01 87.45 2650 | 10 0.10 87.55 2658 | 2 0.02 87.57 2660 | 5 0.05 87.62 2670 | 2 0.02 87.64 2673 | 1 0.01 87.65 2675 | 2 0.02 87.67 2680 | 2 0.02 87.69 2684 | 6 0.06 87.75 2690 | 4 0.04 87.79 2700 | 12 0.12 87.91 2710 | 1 0.01 87.92 2713 | 1 0.01 87.93 2720 | 1 0.01 87.94 2730 | 37 0.37 88.31 2740 | 2 0.02 88.33 2749 | 7 0.07 88.40 2750 | 2 0.02 88.42 2760 | 2 0.02 88.44 2770 | 4 0.04 88.48 2775 | 1 0.01 88.49 2780 | 14 0.14 88.63 2790 | 12 0.12 88.75 2800 | 6 0.06 88.81 2806 | 3 0.03 88.84 2810 | 3 0.03 88.87 2814 | 1 0.01 88.88 2820 | 2 0.02 88.90 2830 | 2 0.02 88.92 2840 | 6 0.06 88.98 2850 | 1 0.01 88.99 2870 | 12 0.12 89.11 2880 | 11 0.11 89.22 2890 | 3 0.03 89.25 2900 | 1 0.01 89.26 2904 | 1 0.01 89.27 2922 | 1 0.01 89.28 2930 | 1 0.01 89.29 2935 | 1 0.01 89.30 2940 | 9 0.09 89.39 2948 | 2 0.02 89.41 2950 | 46 0.46 89.87 2960 | 10 0.10 89.97 2961 | 1 0.01 89.98 2970 | 8 0.08 90.06 2976 | 1 0.01 90.07 2980 | 5 0.05 90.12 2982 | 1 0.01 90.13 2985 | 1 0.01 90.14 2990 | 3 0.03 90.17 3000 | 12 0.12 90.29 3010 | 11 0.11 90.40 3020 | 2 0.02 90.42 3025 | 1 0.01 90.43 3034 | 1 0.01 90.44 3040 | 2 0.02 90.46 3050 | 7 0.07 90.53 3060 | 4 0.04 90.57 3070 | 22 0.22 90.79 3078 | 1 0.01 90.80 3080 | 3 0.03 90.83 3088 | 1 0.01 90.84 3100 | 2 0.02 90.86 3105 | 4 0.04 90.90 3110 | 3 0.03 90.93 3120 | 2 0.02 90.95 3130 | 1 0.01 90.96 3150 | 43 0.43 91.39 3160 | 1 0.01 91.40 3175 | 1 0.01 91.41 3180 | 19 0.19 91.60 3190 | 13 0.13 91.73 3200 | 2 0.02 91.75 3210 | 26 0.26 92.01 3220 | 9 0.09 92.10 3240 | 1 0.01 92.11 3250 | 5 0.05 92.16 3255 | 1 0.01 92.17 3260 | 79 0.79 92.96 3270 | 1 0.01 92.97 3280 | 3 0.03 93.00 3290 | 86 0.86 93.86 3300 | 9 0.09 93.95 3310 | 6 0.06 94.01 3330 | 1 0.01 94.02 3340 | 75 0.75 94.77 3350 | 1 0.01 94.78 3351 | 2 0.02 94.80 3360 | 6 0.06 94.86 3375 | 1 0.01 94.87 3380 | 3 0.03 94.90 3390 | 32 0.32 95.22 3400 | 4 0.04 95.26 3410 | 2 0.02 95.28 3420 | 19 0.19 95.47 3430 | 6 0.06 95.53 3440 | 13 0.13 95.66 3450 | 6 0.06 95.72 3455 | 10 0.10 95.82 3460 | 3 0.03 95.85 3470 | 9 0.09 95.94 3480 | 2 0.02 95.96 3490 | 5 0.05 96.01 3500 | 2 0.02 96.03 3520 | 5 0.05 96.08 3530 | 4 0.04 96.12 3550 | 1 0.01 96.13 3556 | 2 0.02 96.15 3558 | 1 0.01 96.16 3560 | 1 0.01 96.17 3580 | 1 0.01 96.18 3590 | 1 0.01 96.19 3600 | 1 0.01 96.20 3610 | 1 0.01 96.21 3620 | 7 0.07 96.28 3630 | 5 0.05 96.33 3641 | 13 0.13 96.46 3670 | 2 0.02 96.48 3686 | 2 0.02 96.50 3690 | 1 0.01 96.51 3697 | 3 0.03 96.54 3710 | 1 0.01 96.55 3720 | 2 0.02 96.57 3730 | 7 0.07 96.64 3760 | 2 0.02 96.66 3770 | 24 0.24 96.90 3777 | 1 0.01 96.91 3790 | 6 0.06 96.97 3800 | 2 0.02 96.99 3810 | 5 0.05 97.04 3853 | 3 0.03 97.07 3860 | 4 0.04 97.11 3863 | 1 0.01 97.12 3870 | 12 0.12 97.24 3880 | 4 0.04 97.28 3920 | 2 0.02 97.30 3930 | 2 0.02 97.32 3950 | 4 0.04 97.36 3960 | 3 0.03 97.39 3970 | 1 0.01 97.40 3990 | 2 0.02 97.42 4000 | 1 0.01 97.43 4020 | 12 0.12 97.55 4027 | 5 0.05 97.60 4030 | 2 0.02 97.62 4040 | 3 0.03 97.65 4050 | 6 0.06 97.71 4060 | 3 0.03 97.74 4069 | 2 0.02 97.76 4070 | 2 0.02 97.78 4080 | 1 0.01 97.79 4100 | 5 0.05 97.84 4110 | 1 0.01 97.85 4120 | 10 0.10 97.95 4130 | 11 0.11 98.06 4150 | 1 0.01 98.07 4190 | 6 0.06 98.13 4210 | 3 0.03 98.16 4258 | 3 0.03 98.19 4259 | 3 0.03 98.22 4278 | 1 0.01 98.23 4300 | 1 0.01 98.24 4340 | 1 0.01 98.25 4470 | 1 0.01 98.26 4475 | 1 0.01 98.27 4530 | 1 0.01 98.28 4760 | 2 0.02 98.30 4780 | 2 0.02 98.32 4790 | 4 0.04 98.36 4800 | 1 0.01 98.37 4820 | 1 0.01 98.38 4910 | 16 0.16 98.54 5070 | 2 0.02 98.56 5170 | 3 0.03 98.59 5180 | 1 0.01 98.60 5310 | 3 0.03 98.63 5330 | 1 0.01 98.64 5412 | 1 0.01 98.65 5430 | 1 0.01 98.66 5460 | 6 0.06 98.72 5490 | 4 0.04 98.76 5560 | 1 0.01 98.77 5570 | 1 0.01 98.78 5600 | 3 0.03 98.81 5640 | 1 0.01 98.82 5680 | 4 0.04 98.86 5700 | 1 0.01 98.87 5790 | 3 0.03 98.90 5805 | 1 0.01 98.91 5850 | 3 0.03 98.94 5980 | 1 0.01 98.95 6020 | 1 0.01 98.96 6070 | 3 0.03 98.99 6080 | 1 0.01 99.00 6090 | 1 0.01 99.01 6200 | 1 0.01 99.02 6275 | 1 0.01 99.03 6285 | 1 0.01 99.04 6300 | 1 0.01 99.05 6625 | 3 0.03 99.08 6850 | 1 0.01 99.09 6900 | 2 0.02 99.11 7700 | 1 0.01 99.12 7800 | 1 0.01 99.13 8030 | 1 0.01 99.14 8200 | 2 0.02 99.16 8700 | 1 0.01 99.17 8820 | 1 0.01 99.18 8900 | 7 0.07 99.25 9100 | 3 0.03 99.28 9200 | 2 0.02 99.30 9275 | 2 0.02 99.32 9300 | 2 0.02 99.34 9400 | 1 0.01 99.35 9600 | 5 0.05 99.40 9991 | 2 0.02 99.42 9995 | 5 0.05 99.47 9996 | 1 0.01 99.48 9997 | 49 0.49 99.97 9999 | 3 0.03 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Apr 2016