Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,129 51.29 51.29 3 | 3 0.03 51.32 7 | 2 0.02 51.34 10 | 52 0.52 51.86 12 | 5 0.05 51.91 15 | 3 0.03 51.94 20 | 3 0.03 51.97 30 | 14 0.14 52.11 38 | 2 0.02 52.13 40 | 1 0.01 52.14 46 | 2 0.02 52.16 47 | 3 0.03 52.19 50 | 3 0.03 52.22 59 | 2 0.02 52.24 60 | 3 0.03 52.27 64 | 2 0.02 52.29 68 | 1 0.01 52.30 70 | 5 0.05 52.35 80 | 60 0.60 52.95 82 | 1 0.01 52.96 83 | 1 0.01 52.97 86 | 1 0.01 52.98 90 | 10 0.10 53.08 91 | 1 0.01 53.09 98 | 1 0.01 53.10 100 | 3 0.03 53.13 101 | 1 0.01 53.14 105 | 1 0.01 53.15 110 | 18 0.18 53.33 114 | 1 0.01 53.34 120 | 10 0.10 53.44 130 | 30 0.30 53.74 140 | 2 0.02 53.76 155 | 6 0.06 53.82 156 | 1 0.01 53.83 158 | 1 0.01 53.84 160 | 5 0.05 53.89 170 | 17 0.17 54.06 180 | 3 0.03 54.09 185 | 9 0.09 54.18 190 | 5 0.05 54.23 200 | 28 0.28 54.51 205 | 3 0.03 54.54 210 | 4 0.04 54.58 215 | 1 0.01 54.59 217 | 2 0.02 54.61 219 | 1 0.01 54.62 220 | 5 0.05 54.67 223 | 2 0.02 54.69 225 | 15 0.15 54.84 226 | 4 0.04 54.88 227 | 3 0.03 54.91 228 | 2 0.02 54.93 229 | 3 0.03 54.96 230 | 10 0.10 55.06 234 | 1 0.01 55.07 235 | 10 0.10 55.17 237 | 3 0.03 55.20 240 | 27 0.27 55.47 241 | 1 0.01 55.48 245 | 6 0.06 55.54 250 | 3 0.03 55.57 252 | 1 0.01 55.58 253 | 3 0.03 55.61 255 | 6 0.06 55.67 256 | 11 0.11 55.78 258 | 2 0.02 55.80 260 | 17 0.17 55.97 263 | 1 0.01 55.98 265 | 3 0.03 56.01 266 | 2 0.02 56.03 267 | 8 0.08 56.11 268 | 9 0.09 56.20 270 | 1 0.01 56.21 280 | 16 0.16 56.37 286 | 3 0.03 56.40 290 | 31 0.31 56.71 293 | 2 0.02 56.73 300 | 7 0.07 56.80 305 | 7 0.07 56.87 306 | 7 0.07 56.94 310 | 6 0.06 57.00 312 | 1 0.01 57.01 317 | 1 0.01 57.02 326 | 1 0.01 57.03 330 | 17 0.17 57.20 336 | 1 0.01 57.21 338 | 3 0.03 57.24 339 | 3 0.03 57.27 340 | 12 0.12 57.39 349 | 1 0.01 57.40 350 | 56 0.56 57.96 355 | 2 0.02 57.98 360 | 5 0.05 58.03 365 | 5 0.05 58.08 369 | 2 0.02 58.10 370 | 188 1.88 59.98 375 | 3 0.03 60.01 376 | 2 0.02 60.03 380 | 3 0.03 60.06 385 | 7 0.07 60.13 386 | 9 0.09 60.22 390 | 3 0.03 60.25 400 | 2 0.02 60.27 401 | 1 0.01 60.28 410 | 4 0.04 60.32 420 | 28 0.28 60.60 425 | 2 0.02 60.62 426 | 1 0.01 60.63 428 | 1 0.01 60.64 430 | 44 0.44 61.08 434 | 2 0.02 61.10 435 | 3 0.03 61.13 440 | 10 0.10 61.23 450 | 13 0.13 61.36 454 | 1 0.01 61.37 457 | 3 0.03 61.40 460 | 10 0.10 61.50 463 | 3 0.03 61.53 470 | 12 0.12 61.65 475 | 2 0.02 61.67 480 | 10 0.10 61.77 490 | 20 0.20 61.97 495 | 5 0.05 62.02 502 | 6 0.06 62.08 505 | 6 0.06 62.14 510 | 10 0.10 62.24 520 | 12 0.12 62.36 522 | 2 0.02 62.38 526 | 1 0.01 62.39 530 | 55 0.55 62.94 535 | 1 0.01 62.95 537 | 4 0.04 62.99 538 | 9 0.09 63.08 539 | 2 0.02 63.10 550 | 2 0.02 63.12 553 | 1 0.01 63.13 555 | 4 0.04 63.17 560 | 5 0.05 63.22 565 | 2 0.02 63.24 570 | 9 0.09 63.33 572 | 2 0.02 63.35 573 | 2 0.02 63.37 580 | 6 0.06 63.43 584 | 4 0.04 63.47 585 | 1 0.01 63.48 600 | 72 0.72 64.20 602 | 14 0.14 64.34 605 | 1 0.01 64.35 609 | 1 0.01 64.36 610 | 3 0.03 64.39 611 | 1 0.01 64.40 618 | 1 0.01 64.41 620 | 9 0.09 64.50 630 | 6 0.06 64.56 632 | 1 0.01 64.57 634 | 3 0.03 64.60 639 | 9 0.09 64.69 640 | 3 0.03 64.72 649 | 1 0.01 64.73 650 | 1 0.01 64.74 660 | 3 0.03 64.77 669 | 4 0.04 64.81 670 | 4 0.04 64.85 680 | 13 0.13 64.98 686 | 3 0.03 65.01 690 | 5 0.05 65.06 695 | 1 0.01 65.07 700 | 18 0.18 65.25 705 | 1 0.01 65.26 710 | 13 0.13 65.39 713 | 15 0.15 65.54 714 | 7 0.07 65.61 715 | 5 0.05 65.66 718 | 1 0.01 65.67 720 | 2 0.02 65.69 723 | 1 0.01 65.70 724 | 1 0.01 65.71 735 | 1 0.01 65.72 740 | 5 0.05 65.77 749 | 4 0.04 65.81 750 | 7 0.07 65.88 756 | 8 0.08 65.96 760 | 7 0.07 66.03 765 | 3 0.03 66.06 770 | 3 0.03 66.09 771 | 5 0.05 66.14 780 | 10 0.10 66.24 782 | 2 0.02 66.26 785 | 4 0.04 66.30 790 | 7 0.07 66.37 800 | 2 0.02 66.39 802 | 2 0.02 66.41 810 | 32 0.32 66.73 811 | 5 0.05 66.78 817 | 3 0.03 66.81 820 | 6 0.06 66.87 822 | 3 0.03 66.90 823 | 7 0.07 66.97 825 | 7 0.07 67.04 830 | 1 0.01 67.05 833 | 1 0.01 67.06 835 | 3 0.03 67.09 838 | 4 0.04 67.13 840 | 1 0.01 67.14 841 | 6 0.06 67.20 843 | 3 0.03 67.23 845 | 4 0.04 67.27 850 | 6 0.06 67.33 852 | 1 0.01 67.34 854 | 1 0.01 67.35 857 | 1 0.01 67.36 860 | 8 0.08 67.44 863 | 1 0.01 67.45 880 | 7 0.07 67.52 887 | 1 0.01 67.53 890 | 13 0.13 67.66 893 | 1 0.01 67.67 915 | 1 0.01 67.68 920 | 2 0.02 67.70 930 | 18 0.18 67.88 940 | 7 0.07 67.95 944 | 2 0.02 67.97 960 | 4 0.04 68.01 970 | 8 0.08 68.09 980 | 5 0.05 68.14 990 | 2 0.02 68.16 1000 | 2 0.02 68.18 1001 | 1 0.01 68.19 1004 | 2 0.02 68.21 1010 | 3 0.03 68.24 1020 | 1 0.01 68.25 1025 | 1 0.01 68.26 1030 | 1 0.01 68.27 1040 | 2 0.02 68.29 1045 | 11 0.11 68.40 1047 | 3 0.03 68.43 1050 | 25 0.25 68.68 1060 | 2 0.02 68.70 1070 | 8 0.08 68.78 1080 | 12 0.12 68.90 1085 | 1 0.01 68.91 1091 | 3 0.03 68.94 1100 | 2 0.02 68.96 1110 | 13 0.13 69.09 1120 | 1 0.01 69.10 1130 | 12 0.12 69.22 1137 | 1 0.01 69.23 1139 | 2 0.02 69.25 1140 | 1 0.01 69.26 1150 | 5 0.05 69.31 1160 | 6 0.06 69.37 1170 | 1 0.01 69.38 1175 | 1 0.01 69.39 1178 | 1 0.01 69.40 1188 | 1 0.01 69.41 1190 | 1 0.01 69.42 1200 | 18 0.18 69.60 1210 | 3 0.03 69.63 1220 | 4 0.04 69.67 1230 | 4 0.04 69.71 1240 | 5 0.05 69.76 1250 | 1 0.01 69.77 1254 | 1 0.01 69.78 1260 | 4 0.04 69.82 1262 | 1 0.01 69.83 1270 | 5 0.05 69.88 1280 | 10 0.10 69.98 1300 | 5 0.05 70.03 1305 | 10 0.10 70.13 1310 | 2 0.02 70.15 1315 | 1 0.01 70.16 1320 | 1 0.01 70.17 1330 | 1 0.01 70.18 1340 | 19 0.19 70.37 1343 | 3 0.03 70.40 1345 | 5 0.05 70.45 1360 | 1 0.01 70.46 1364 | 14 0.14 70.60 1370 | 51 0.51 71.11 1380 | 14 0.14 71.25 1390 | 2 0.02 71.27 1400 | 3 0.03 71.30 1405 | 1 0.01 71.31 1409 | 1 0.01 71.32 1410 | 10 0.10 71.42 1420 | 14 0.14 71.56 1430 | 16 0.16 71.72 1435 | 13 0.13 71.85 1440 | 8 0.08 71.93 1457 | 1 0.01 71.94 1460 | 3 0.03 71.97 1465 | 1 0.01 71.98 1470 | 1 0.01 71.99 1471 | 2 0.02 72.01 1483 | 1 0.01 72.02 1485 | 1 0.01 72.03 1490 | 2 0.02 72.05 1500 | 4 0.04 72.09 1508 | 1 0.01 72.10 1509 | 1 0.01 72.11 1510 | 79 0.79 72.90 1520 | 6 0.06 72.96 1525 | 1 0.01 72.97 1530 | 3 0.03 73.00 1540 | 3 0.03 73.03 1550 | 8 0.08 73.11 1552 | 1 0.01 73.12 1559 | 2 0.02 73.14 1560 | 17 0.17 73.31 1566 | 1 0.01 73.32 1570 | 1 0.01 73.33 1580 | 9 0.09 73.42 1590 | 4 0.04 73.46 1600 | 2 0.02 73.48 1610 | 1 0.01 73.49 1620 | 2 0.02 73.51 1630 | 2 0.02 73.53 1660 | 22 0.22 73.75 1670 | 8 0.08 73.83 1685 | 1 0.01 73.84 1688 | 1 0.01 73.85 1690 | 11 0.11 73.96 1700 | 21 0.21 74.17 1710 | 3 0.03 74.20 1713 | 14 0.14 74.34 1716 | 5 0.05 74.39 1717 | 1 0.01 74.40 1720 | 1 0.01 74.41 1730 | 18 0.18 74.59 1740 | 1 0.01 74.60 1750 | 6 0.06 74.66 1755 | 1 0.01 74.67 1760 | 5 0.05 74.72 1770 | 3 0.03 74.75 1779 | 3 0.03 74.78 1780 | 7 0.07 74.85 1781 | 1 0.01 74.86 1782 | 1 0.01 74.87 1790 | 7 0.07 74.94 1800 | 1 0.01 74.95 1805 | 2 0.02 74.97 1808 | 8 0.08 75.05 1820 | 8 0.08 75.13 1821 | 1 0.01 75.14 1825 | 6 0.06 75.20 1826 | 3 0.03 75.23 1830 | 1 0.01 75.24 1832 | 1 0.01 75.25 1835 | 2 0.02 75.27 1840 | 7 0.07 75.34 1842 | 2 0.02 75.36 1845 | 5 0.05 75.41 1850 | 4 0.04 75.45 1860 | 1 0.01 75.46 1870 | 4 0.04 75.50 1871 | 2 0.02 75.52 1875 | 1 0.01 75.53 1876 | 4 0.04 75.57 1880 | 2 0.02 75.59 1890 | 1 0.01 75.60 1900 | 2 0.02 75.62 1905 | 1 0.01 75.63 1910 | 1 0.01 75.64 1912 | 5 0.05 75.69 1915 | 2 0.02 75.71 1920 | 5 0.05 75.76 1925 | 1 0.01 75.77 1927 | 4 0.04 75.81 1940 | 5 0.05 75.86 1946 | 1 0.01 75.87 1950 | 3 0.03 75.90 1954 | 1 0.01 75.91 1970 | 75 0.75 76.66 1974 | 3 0.03 76.69 1980 | 495 4.95 81.64 1990 | 7 0.07 81.71 2000 | 3 0.03 81.74 2005 | 4 0.04 81.78 2010 | 41 0.41 82.19 2020 | 24 0.24 82.43 2030 | 2 0.02 82.45 2036 | 4 0.04 82.49 2040 | 1 0.01 82.50 2050 | 17 0.17 82.67 2060 | 3 0.03 82.70 2070 | 8 0.08 82.78 2080 | 1 0.01 82.79 2083 | 3 0.03 82.82 2084 | 4 0.04 82.86 2090 | 2 0.02 82.88 2100 | 31 0.31 83.19 2110 | 5 0.05 83.24 2120 | 1 0.01 83.25 2130 | 12 0.12 83.37 2140 | 4 0.04 83.41 2141 | 1 0.01 83.42 2150 | 6 0.06 83.48 2160 | 1 0.01 83.49 2170 | 1 0.01 83.50 2180 | 1 0.01 83.51 2182 | 4 0.04 83.55 2190 | 5 0.05 83.60 2200 | 10 0.10 83.70 2205 | 2 0.02 83.72 2210 | 1 0.01 83.73 2218 | 1 0.01 83.74 2220 | 7 0.07 83.81 2230 | 1 0.01 83.82 2235 | 1 0.01 83.83 2238 | 4 0.04 83.87 2240 | 10 0.10 83.97 2250 | 5 0.05 84.02 2260 | 11 0.11 84.13 2270 | 11 0.11 84.24 2275 | 1 0.01 84.25 2280 | 3 0.03 84.28 2290 | 3 0.03 84.31 2300 | 1 0.01 84.32 2304 | 1 0.01 84.33 2310 | 1 0.01 84.34 2311 | 6 0.06 84.40 2320 | 15 0.15 84.55 2324 | 1 0.01 84.56 2330 | 16 0.16 84.72 2340 | 13 0.13 84.85 2350 | 1 0.01 84.86 2360 | 12 0.12 84.98 2370 | 8 0.08 85.06 2375 | 2 0.02 85.08 2380 | 2 0.02 85.10 2400 | 10 0.10 85.20 2405 | 3 0.03 85.23 2410 | 2 0.02 85.25 2420 | 4 0.04 85.29 2424 | 2 0.02 85.31 2427 | 4 0.04 85.35 2431 | 1 0.01 85.36 2438 | 1 0.01 85.37 2440 | 5 0.05 85.42 2450 | 3 0.03 85.45 2451 | 1 0.01 85.46 2457 | 1 0.01 85.47 2458 | 11 0.11 85.58 2460 | 3 0.03 85.61 2466 | 1 0.01 85.62 2468 | 2 0.02 85.64 2480 | 53 0.53 86.17 2490 | 8 0.08 86.25 2500 | 3 0.03 86.28 2510 | 16 0.16 86.44 2530 | 8 0.08 86.52 2540 | 7 0.07 86.59 2541 | 3 0.03 86.62 2550 | 35 0.35 86.97 2555 | 2 0.02 86.99 2560 | 13 0.13 87.12 2564 | 3 0.03 87.15 2570 | 2 0.02 87.17 2580 | 1 0.01 87.18 2590 | 1 0.01 87.19 2600 | 4 0.04 87.23 2620 | 9 0.09 87.32 2625 | 3 0.03 87.35 2630 | 4 0.04 87.39 2645 | 4 0.04 87.43 2650 | 14 0.14 87.57 2660 | 4 0.04 87.61 2665 | 1 0.01 87.62 2670 | 2 0.02 87.64 2675 | 1 0.01 87.65 2680 | 1 0.01 87.66 2684 | 5 0.05 87.71 2690 | 8 0.08 87.79 2691 | 2 0.02 87.81 2700 | 13 0.13 87.94 2716 | 2 0.02 87.96 2720 | 5 0.05 88.01 2730 | 19 0.19 88.20 2740 | 5 0.05 88.25 2749 | 4 0.04 88.29 2750 | 1 0.01 88.30 2770 | 5 0.05 88.35 2780 | 12 0.12 88.47 2785 | 1 0.01 88.48 2790 | 5 0.05 88.53 2800 | 4 0.04 88.57 2805 | 1 0.01 88.58 2806 | 1 0.01 88.59 2810 | 3 0.03 88.62 2811 | 1 0.01 88.63 2820 | 1 0.01 88.64 2830 | 2 0.02 88.66 2840 | 4 0.04 88.70 2850 | 2 0.02 88.72 2870 | 18 0.18 88.90 2880 | 12 0.12 89.02 2890 | 2 0.02 89.04 2900 | 1 0.01 89.05 2907 | 1 0.01 89.06 2910 | 2 0.02 89.08 2916 | 2 0.02 89.10 2922 | 1 0.01 89.11 2930 | 1 0.01 89.12 2935 | 1 0.01 89.13 2940 | 2 0.02 89.15 2948 | 1 0.01 89.16 2950 | 52 0.52 89.68 2957 | 1 0.01 89.69 2960 | 4 0.04 89.73 2970 | 8 0.08 89.81 2980 | 13 0.13 89.94 2982 | 1 0.01 89.95 2990 | 2 0.02 89.97 3000 | 15 0.15 90.12 3010 | 7 0.07 90.19 3020 | 1 0.01 90.20 3028 | 1 0.01 90.21 3030 | 3 0.03 90.24 3040 | 1 0.01 90.25 3043 | 1 0.01 90.26 3050 | 10 0.10 90.36 3060 | 1 0.01 90.37 3070 | 28 0.28 90.65 3080 | 3 0.03 90.68 3100 | 2 0.02 90.70 3105 | 6 0.06 90.76 3108 | 1 0.01 90.77 3110 | 1 0.01 90.78 3125 | 2 0.02 90.80 3130 | 1 0.01 90.81 3150 | 58 0.58 91.39 3180 | 11 0.11 91.50 3190 | 12 0.12 91.62 3200 | 1 0.01 91.63 3210 | 32 0.32 91.95 3220 | 3 0.03 91.98 3250 | 7 0.07 92.05 3260 | 147 1.47 93.52 3270 | 7 0.07 93.59 3280 | 1 0.01 93.60 3290 | 77 0.77 94.37 3300 | 8 0.08 94.45 3310 | 2 0.02 94.47 3320 | 2 0.02 94.49 3327 | 1 0.01 94.50 3340 | 109 1.09 95.59 3351 | 3 0.03 95.62 3360 | 3 0.03 95.65 3370 | 3 0.03 95.68 3375 | 6 0.06 95.74 3390 | 10 0.10 95.84 3400 | 4 0.04 95.88 3410 | 2 0.02 95.90 3420 | 25 0.25 96.15 3430 | 12 0.12 96.27 3440 | 10 0.10 96.37 3450 | 3 0.03 96.40 3455 | 6 0.06 96.46 3460 | 4 0.04 96.50 3470 | 10 0.10 96.60 3480 | 1 0.01 96.61 3490 | 13 0.13 96.74 3520 | 3 0.03 96.77 3540 | 1 0.01 96.78 3556 | 2 0.02 96.80 3558 | 7 0.07 96.87 3560 | 1 0.01 96.88 3570 | 1 0.01 96.89 3590 | 2 0.02 96.91 3600 | 1 0.01 96.92 3610 | 1 0.01 96.93 3620 | 3 0.03 96.96 3630 | 4 0.04 97.00 3641 | 4 0.04 97.04 3660 | 1 0.01 97.05 3670 | 5 0.05 97.10 3686 | 4 0.04 97.14 3690 | 3 0.03 97.17 3697 | 7 0.07 97.24 3700 | 2 0.02 97.26 3710 | 1 0.01 97.27 3720 | 4 0.04 97.31 3730 | 1 0.01 97.32 3760 | 5 0.05 97.37 3770 | 23 0.23 97.60 3780 | 2 0.02 97.62 3790 | 15 0.15 97.77 3810 | 1 0.01 97.78 3840 | 1 0.01 97.79 3850 | 1 0.01 97.80 3853 | 2 0.02 97.82 3860 | 11 0.11 97.93 3870 | 21 0.21 98.14 3880 | 1 0.01 98.15 3890 | 1 0.01 98.16 3920 | 6 0.06 98.22 3930 | 1 0.01 98.23 3950 | 4 0.04 98.27 3960 | 3 0.03 98.30 3990 | 5 0.05 98.35 3993 | 5 0.05 98.40 4000 | 3 0.03 98.43 4010 | 8 0.08 98.51 4020 | 4 0.04 98.55 4027 | 7 0.07 98.62 4030 | 4 0.04 98.66 4040 | 4 0.04 98.70 4050 | 10 0.10 98.80 4060 | 6 0.06 98.86 4069 | 2 0.02 98.88 4070 | 2 0.02 98.90 4080 | 1 0.01 98.91 4090 | 1 0.01 98.92 4100 | 2 0.02 98.94 4110 | 2 0.02 98.96 4120 | 13 0.13 99.09 4130 | 9 0.09 99.18 4190 | 7 0.07 99.25 4220 | 1 0.01 99.26 4230 | 2 0.02 99.28 4250 | 1 0.01 99.29 4258 | 3 0.03 99.32 4259 | 2 0.02 99.34 4260 | 2 0.02 99.36 4266 | 3 0.03 99.39 4267 | 2 0.02 99.41 4270 | 3 0.03 99.44 4280 | 4 0.04 99.48 9997 | 51 0.51 99.99 9999 | 1 0.01 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Apr 2016