Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,511 55.11 55.11 3 | 3 0.03 55.14 8 | 1 0.01 55.15 10 | 49 0.49 55.64 15 | 2 0.02 55.66 22 | 5 0.05 55.71 30 | 7 0.07 55.78 38 | 2 0.02 55.80 40 | 1 0.01 55.81 46 | 3 0.03 55.84 47 | 1 0.01 55.85 50 | 5 0.05 55.90 59 | 5 0.05 55.95 60 | 10 0.10 56.05 65 | 2 0.02 56.07 70 | 11 0.11 56.18 80 | 40 0.40 56.58 82 | 1 0.01 56.59 85 | 3 0.03 56.62 89 | 1 0.01 56.63 90 | 8 0.08 56.71 98 | 3 0.03 56.74 100 | 2 0.02 56.76 101 | 1 0.01 56.77 104 | 1 0.01 56.78 105 | 1 0.01 56.79 108 | 2 0.02 56.81 110 | 25 0.25 57.06 115 | 6 0.06 57.12 120 | 5 0.05 57.17 126 | 1 0.01 57.18 130 | 31 0.31 57.49 140 | 2 0.02 57.51 145 | 1 0.01 57.52 155 | 3 0.03 57.55 156 | 4 0.04 57.59 158 | 3 0.03 57.62 160 | 2 0.02 57.64 170 | 16 0.16 57.80 180 | 4 0.04 57.84 185 | 4 0.04 57.88 189 | 2 0.02 57.90 190 | 9 0.09 57.99 192 | 1 0.01 58.00 193 | 1 0.01 58.01 200 | 37 0.37 58.38 205 | 1 0.01 58.39 210 | 2 0.02 58.41 212 | 1 0.01 58.42 215 | 1 0.01 58.43 219 | 4 0.04 58.47 220 | 12 0.12 58.59 222 | 3 0.03 58.62 224 | 1 0.01 58.63 225 | 6 0.06 58.69 228 | 2 0.02 58.71 229 | 2 0.02 58.73 230 | 8 0.08 58.81 235 | 4 0.04 58.85 237 | 6 0.06 58.91 240 | 18 0.18 59.09 241 | 1 0.01 59.10 242 | 1 0.01 59.11 244 | 1 0.01 59.12 245 | 7 0.07 59.19 250 | 4 0.04 59.23 252 | 1 0.01 59.24 253 | 3 0.03 59.27 255 | 3 0.03 59.30 256 | 5 0.05 59.35 258 | 1 0.01 59.36 260 | 12 0.12 59.48 261 | 2 0.02 59.50 263 | 1 0.01 59.51 265 | 2 0.02 59.53 268 | 6 0.06 59.59 270 | 7 0.07 59.66 271 | 1 0.01 59.67 278 | 1 0.01 59.68 280 | 37 0.37 60.05 286 | 2 0.02 60.07 290 | 42 0.42 60.49 293 | 2 0.02 60.51 295 | 3 0.03 60.54 297 | 1 0.01 60.55 300 | 1 0.01 60.56 305 | 6 0.06 60.62 306 | 1 0.01 60.63 310 | 12 0.12 60.75 312 | 3 0.03 60.78 320 | 1 0.01 60.79 326 | 1 0.01 60.80 330 | 21 0.21 61.01 332 | 3 0.03 61.04 335 | 2 0.02 61.06 336 | 1 0.01 61.07 338 | 1 0.01 61.08 339 | 4 0.04 61.12 340 | 9 0.09 61.21 349 | 1 0.01 61.22 350 | 33 0.33 61.55 355 | 2 0.02 61.57 360 | 2 0.02 61.59 365 | 3 0.03 61.62 367 | 1 0.01 61.63 368 | 2 0.02 61.65 370 | 186 1.86 63.51 373 | 5 0.05 63.56 378 | 1 0.01 63.57 380 | 2 0.02 63.59 385 | 1 0.01 63.60 386 | 9 0.09 63.69 388 | 2 0.02 63.71 400 | 1 0.01 63.72 402 | 1 0.01 63.73 410 | 4 0.04 63.77 420 | 28 0.28 64.05 425 | 1 0.01 64.06 426 | 1 0.01 64.07 428 | 3 0.03 64.10 430 | 39 0.39 64.49 431 | 2 0.02 64.51 434 | 1 0.01 64.52 435 | 2 0.02 64.54 440 | 5 0.05 64.59 450 | 4 0.04 64.63 451 | 1 0.01 64.64 453 | 1 0.01 64.65 457 | 11 0.11 64.76 460 | 2 0.02 64.78 470 | 2 0.02 64.80 475 | 3 0.03 64.83 480 | 3 0.03 64.86 486 | 5 0.05 64.91 489 | 2 0.02 64.93 490 | 23 0.23 65.16 491 | 1 0.01 65.17 495 | 3 0.03 65.20 502 | 2 0.02 65.22 505 | 1 0.01 65.23 508 | 1 0.01 65.24 510 | 7 0.07 65.31 518 | 3 0.03 65.34 520 | 10 0.10 65.44 522 | 1 0.01 65.45 525 | 1 0.01 65.46 526 | 1 0.01 65.47 530 | 57 0.57 66.04 537 | 2 0.02 66.06 538 | 3 0.03 66.09 539 | 3 0.03 66.12 540 | 2 0.02 66.14 550 | 4 0.04 66.18 555 | 2 0.02 66.20 560 | 7 0.07 66.27 563 | 1 0.01 66.28 565 | 1 0.01 66.29 570 | 22 0.22 66.51 572 | 1 0.01 66.52 573 | 2 0.02 66.54 580 | 3 0.03 66.57 584 | 4 0.04 66.61 585 | 1 0.01 66.62 590 | 5 0.05 66.67 597 | 2 0.02 66.69 600 | 84 0.84 67.53 602 | 11 0.11 67.64 605 | 1 0.01 67.65 609 | 2 0.02 67.67 610 | 2 0.02 67.69 611 | 2 0.02 67.71 612 | 9 0.09 67.80 620 | 8 0.08 67.88 630 | 5 0.05 67.93 632 | 3 0.03 67.96 633 | 1 0.01 67.97 637 | 2 0.02 67.99 639 | 8 0.08 68.07 640 | 2 0.02 68.09 649 | 1 0.01 68.10 650 | 7 0.07 68.17 660 | 3 0.03 68.20 669 | 2 0.02 68.22 670 | 6 0.06 68.28 672 | 7 0.07 68.35 680 | 10 0.10 68.45 681 | 2 0.02 68.47 686 | 1 0.01 68.48 691 | 1 0.01 68.49 700 | 8 0.08 68.57 710 | 15 0.15 68.72 712 | 2 0.02 68.74 713 | 3 0.03 68.77 715 | 7 0.07 68.84 718 | 1 0.01 68.85 720 | 2 0.02 68.87 722 | 1 0.01 68.88 730 | 2 0.02 68.90 740 | 5 0.05 68.95 749 | 1 0.01 68.96 750 | 9 0.09 69.05 755 | 1 0.01 69.06 756 | 1 0.01 69.07 760 | 11 0.11 69.18 765 | 4 0.04 69.22 770 | 2 0.02 69.24 771 | 13 0.13 69.37 775 | 1 0.01 69.38 780 | 22 0.22 69.60 785 | 3 0.03 69.63 790 | 18 0.18 69.81 800 | 3 0.03 69.84 802 | 2 0.02 69.86 804 | 2 0.02 69.88 810 | 29 0.29 70.17 811 | 2 0.02 70.19 820 | 21 0.21 70.40 822 | 1 0.01 70.41 823 | 4 0.04 70.45 825 | 10 0.10 70.55 830 | 5 0.05 70.60 835 | 5 0.05 70.65 838 | 3 0.03 70.68 840 | 3 0.03 70.71 842 | 4 0.04 70.75 846 | 3 0.03 70.78 850 | 10 0.10 70.88 854 | 1 0.01 70.89 858 | 2 0.02 70.91 860 | 12 0.12 71.03 865 | 1 0.01 71.04 880 | 8 0.08 71.12 883 | 2 0.02 71.14 890 | 6 0.06 71.20 915 | 1 0.01 71.21 920 | 9 0.09 71.30 922 | 3 0.03 71.33 930 | 7 0.07 71.40 937 | 1 0.01 71.41 940 | 6 0.06 71.47 960 | 6 0.06 71.53 970 | 4 0.04 71.57 972 | 2 0.02 71.59 980 | 2 0.02 71.61 1000 | 2 0.02 71.63 1003 | 1 0.01 71.64 1010 | 2 0.02 71.66 1015 | 3 0.03 71.69 1025 | 1 0.01 71.70 1030 | 4 0.04 71.74 1040 | 6 0.06 71.80 1045 | 6 0.06 71.86 1050 | 22 0.22 72.08 1065 | 1 0.01 72.09 1070 | 20 0.20 72.29 1071 | 2 0.02 72.31 1080 | 16 0.16 72.47 1090 | 2 0.02 72.49 1091 | 2 0.02 72.51 1100 | 3 0.03 72.54 1108 | 1 0.01 72.55 1110 | 2 0.02 72.57 1120 | 1 0.01 72.58 1130 | 10 0.10 72.68 1150 | 1 0.01 72.69 1160 | 1 0.01 72.70 1182 | 3 0.03 72.73 1190 | 6 0.06 72.79 1200 | 10 0.10 72.89 1210 | 3 0.03 72.92 1220 | 4 0.04 72.96 1225 | 1 0.01 72.97 1230 | 8 0.08 73.05 1240 | 3 0.03 73.08 1250 | 3 0.03 73.11 1260 | 7 0.07 73.18 1270 | 2 0.02 73.20 1280 | 11 0.11 73.31 1290 | 1 0.01 73.32 1300 | 2 0.02 73.34 1305 | 7 0.07 73.41 1310 | 8 0.08 73.49 1335 | 1 0.01 73.50 1340 | 21 0.21 73.71 1343 | 2 0.02 73.73 1345 | 5 0.05 73.78 1350 | 1 0.01 73.79 1360 | 1 0.01 73.80 1364 | 7 0.07 73.87 1370 | 30 0.30 74.17 1380 | 6 0.06 74.23 1390 | 2 0.02 74.25 1400 | 4 0.04 74.29 1405 | 5 0.05 74.34 1410 | 10 0.10 74.44 1420 | 11 0.11 74.55 1430 | 12 0.12 74.67 1435 | 16 0.16 74.83 1440 | 6 0.06 74.89 1445 | 1 0.01 74.90 1450 | 1 0.01 74.91 1461 | 1 0.01 74.92 1465 | 4 0.04 74.96 1471 | 1 0.01 74.97 1473 | 1 0.01 74.98 1482 | 1 0.01 74.99 1490 | 1 0.01 75.00 1493 | 4 0.04 75.04 1500 | 7 0.07 75.11 1505 | 3 0.03 75.14 1510 | 101 1.01 76.15 1520 | 5 0.05 76.20 1530 | 4 0.04 76.24 1534 | 1 0.01 76.25 1540 | 3 0.03 76.28 1544 | 1 0.01 76.29 1550 | 3 0.03 76.32 1552 | 2 0.02 76.34 1559 | 1 0.01 76.35 1560 | 18 0.18 76.53 1568 | 5 0.05 76.58 1570 | 1 0.01 76.59 1580 | 8 0.08 76.67 1590 | 9 0.09 76.76 1600 | 1 0.01 76.77 1603 | 11 0.11 76.88 1605 | 2 0.02 76.90 1610 | 2 0.02 76.92 1620 | 2 0.02 76.94 1630 | 1 0.01 76.95 1631 | 2 0.02 76.97 1632 | 1 0.01 76.98 1660 | 9 0.09 77.07 1670 | 2 0.02 77.09 1675 | 1 0.01 77.10 1690 | 13 0.13 77.23 1695 | 3 0.03 77.26 1700 | 6 0.06 77.32 1705 | 1 0.01 77.33 1713 | 9 0.09 77.42 1716 | 4 0.04 77.46 1717 | 1 0.01 77.47 1730 | 20 0.20 77.67 1740 | 5 0.05 77.72 1750 | 10 0.10 77.82 1755 | 1 0.01 77.83 1760 | 2 0.02 77.85 1770 | 12 0.12 77.97 1771 | 1 0.01 77.98 1780 | 6 0.06 78.04 1781 | 1 0.01 78.05 1782 | 7 0.07 78.12 1786 | 1 0.01 78.13 1790 | 1 0.01 78.14 1808 | 1 0.01 78.15 1820 | 6 0.06 78.21 1823 | 1 0.01 78.22 1825 | 1 0.01 78.23 1826 | 4 0.04 78.27 1830 | 3 0.03 78.30 1840 | 19 0.19 78.49 1842 | 1 0.01 78.50 1845 | 1 0.01 78.51 1846 | 2 0.02 78.53 1850 | 4 0.04 78.57 1865 | 3 0.03 78.60 1870 | 7 0.07 78.67 1880 | 4 0.04 78.71 1890 | 2 0.02 78.73 1896 | 1 0.01 78.74 1907 | 4 0.04 78.78 1920 | 5 0.05 78.83 1926 | 1 0.01 78.84 1927 | 4 0.04 78.88 1930 | 1 0.01 78.89 1940 | 1 0.01 78.90 1946 | 1 0.01 78.91 1947 | 1 0.01 78.92 1952 | 1 0.01 78.93 1960 | 1 0.01 78.94 1970 | 35 0.35 79.29 1972 | 1 0.01 79.30 1975 | 1 0.01 79.31 1980 | 298 2.98 82.29 1990 | 7 0.07 82.36 2000 | 2 0.02 82.38 2005 | 7 0.07 82.45 2010 | 53 0.53 82.98 2020 | 14 0.14 83.12 2025 | 1 0.01 83.13 2030 | 4 0.04 83.17 2036 | 1 0.01 83.18 2040 | 4 0.04 83.22 2050 | 12 0.12 83.34 2052 | 1 0.01 83.35 2054 | 1 0.01 83.36 2060 | 1 0.01 83.37 2070 | 10 0.10 83.47 2083 | 4 0.04 83.51 2084 | 1 0.01 83.52 2090 | 2 0.02 83.54 2100 | 24 0.24 83.78 2110 | 2 0.02 83.80 2120 | 1 0.01 83.81 2130 | 17 0.17 83.98 2136 | 5 0.05 84.03 2140 | 3 0.03 84.06 2150 | 7 0.07 84.13 2157 | 1 0.01 84.14 2180 | 5 0.05 84.19 2182 | 3 0.03 84.22 2190 | 4 0.04 84.26 2199 | 2 0.02 84.28 2200 | 15 0.15 84.43 2210 | 1 0.01 84.44 2217 | 1 0.01 84.45 2219 | 4 0.04 84.49 2220 | 10 0.10 84.59 2230 | 12 0.12 84.71 2234 | 2 0.02 84.73 2235 | 6 0.06 84.79 2238 | 3 0.03 84.82 2240 | 2 0.02 84.84 2250 | 2 0.02 84.86 2260 | 17 0.17 85.03 2270 | 17 0.17 85.20 2275 | 1 0.01 85.21 2276 | 6 0.06 85.27 2278 | 4 0.04 85.31 2280 | 1 0.01 85.32 2285 | 2 0.02 85.34 2290 | 4 0.04 85.38 2311 | 1 0.01 85.39 2320 | 23 0.23 85.62 2327 | 6 0.06 85.68 2330 | 7 0.07 85.75 2340 | 11 0.11 85.86 2345 | 1 0.01 85.87 2355 | 2 0.02 85.89 2360 | 33 0.33 86.22 2370 | 5 0.05 86.27 2375 | 5 0.05 86.32 2380 | 5 0.05 86.37 2382 | 1 0.01 86.38 2400 | 4 0.04 86.42 2405 | 3 0.03 86.45 2406 | 1 0.01 86.46 2407 | 1 0.01 86.47 2410 | 1 0.01 86.48 2420 | 6 0.06 86.54 2424 | 7 0.07 86.61 2427 | 5 0.05 86.66 2430 | 1 0.01 86.67 2431 | 3 0.03 86.70 2439 | 2 0.02 86.72 2440 | 6 0.06 86.78 2450 | 5 0.05 86.83 2451 | 6 0.06 86.89 2457 | 1 0.01 86.90 2458 | 7 0.07 86.97 2460 | 1 0.01 86.98 2468 | 7 0.07 87.05 2480 | 31 0.31 87.36 2490 | 7 0.07 87.43 2500 | 1 0.01 87.44 2510 | 12 0.12 87.56 2520 | 1 0.01 87.57 2530 | 10 0.10 87.67 2540 | 8 0.08 87.75 2541 | 18 0.18 87.93 2550 | 27 0.27 88.20 2555 | 1 0.01 88.21 2560 | 13 0.13 88.34 2570 | 11 0.11 88.45 2571 | 2 0.02 88.47 2580 | 6 0.06 88.53 2583 | 1 0.01 88.54 2590 | 5 0.05 88.59 2600 | 8 0.08 88.67 2601 | 6 0.06 88.73 2610 | 1 0.01 88.74 2620 | 15 0.15 88.89 2625 | 2 0.02 88.91 2630 | 1 0.01 88.92 2640 | 2 0.02 88.94 2645 | 4 0.04 88.98 2646 | 3 0.03 89.01 2650 | 16 0.16 89.17 2656 | 1 0.01 89.18 2660 | 9 0.09 89.27 2670 | 3 0.03 89.30 2674 | 3 0.03 89.33 2680 | 3 0.03 89.36 2684 | 4 0.04 89.40 2690 | 2 0.02 89.42 2700 | 10 0.10 89.52 2705 | 2 0.02 89.54 2710 | 1 0.01 89.55 2713 | 2 0.02 89.57 2720 | 2 0.02 89.59 2730 | 39 0.39 89.98 2740 | 3 0.03 90.01 2749 | 6 0.06 90.07 2750 | 2 0.02 90.09 2760 | 3 0.03 90.12 2770 | 8 0.08 90.20 2780 | 9 0.09 90.29 2790 | 4 0.04 90.33 2800 | 2 0.02 90.35 2806 | 5 0.05 90.40 2810 | 1 0.01 90.41 2820 | 2 0.02 90.43 2822 | 3 0.03 90.46 2840 | 2 0.02 90.48 2870 | 21 0.21 90.69 2880 | 15 0.15 90.84 2882 | 1 0.01 90.85 2890 | 5 0.05 90.90 2898 | 1 0.01 90.91 2900 | 2 0.02 90.93 2904 | 3 0.03 90.96 2906 | 1 0.01 90.97 2907 | 1 0.01 90.98 2910 | 3 0.03 91.01 2916 | 4 0.04 91.05 2920 | 3 0.03 91.08 2922 | 1 0.01 91.09 2929 | 2 0.02 91.11 2930 | 2 0.02 91.13 2940 | 14 0.14 91.27 2941 | 4 0.04 91.31 2948 | 6 0.06 91.37 2950 | 70 0.70 92.07 2960 | 5 0.05 92.12 2961 | 1 0.01 92.13 2970 | 3 0.03 92.16 2975 | 1 0.01 92.17 2980 | 2 0.02 92.19 3000 | 16 0.16 92.35 3010 | 8 0.08 92.43 3020 | 1 0.01 92.44 3030 | 3 0.03 92.47 3040 | 3 0.03 92.50 3050 | 6 0.06 92.56 3060 | 2 0.02 92.58 3070 | 21 0.21 92.79 3080 | 3 0.03 92.82 3092 | 1 0.01 92.83 3100 | 1 0.01 92.84 3105 | 2 0.02 92.86 3110 | 1 0.01 92.87 3120 | 1 0.01 92.88 3130 | 1 0.01 92.89 3140 | 1 0.01 92.90 3147 | 2 0.02 92.92 3150 | 35 0.35 93.27 3155 | 6 0.06 93.33 3175 | 1 0.01 93.34 3180 | 3 0.03 93.37 3190 | 11 0.11 93.48 3192 | 1 0.01 93.49 3210 | 26 0.26 93.75 3220 | 3 0.03 93.78 3240 | 2 0.02 93.80 3250 | 2 0.02 93.82 3260 | 94 0.94 94.76 3270 | 3 0.03 94.79 3280 | 1 0.01 94.80 3290 | 47 0.47 95.27 3300 | 9 0.09 95.36 3310 | 1 0.01 95.37 3311 | 2 0.02 95.39 3320 | 8 0.08 95.47 3330 | 2 0.02 95.49 3340 | 50 0.50 95.99 3351 | 3 0.03 96.02 3360 | 13 0.13 96.15 3365 | 1 0.01 96.16 3370 | 3 0.03 96.19 3375 | 5 0.05 96.24 3390 | 15 0.15 96.39 3400 | 2 0.02 96.41 3410 | 4 0.04 96.45 3412 | 2 0.02 96.47 3420 | 21 0.21 96.68 3425 | 1 0.01 96.69 3430 | 5 0.05 96.74 3440 | 9 0.09 96.83 3445 | 8 0.08 96.91 3450 | 5 0.05 96.96 3455 | 5 0.05 97.01 3460 | 4 0.04 97.05 3470 | 5 0.05 97.10 3490 | 6 0.06 97.16 3520 | 1 0.01 97.17 3530 | 1 0.01 97.18 3558 | 4 0.04 97.22 3560 | 3 0.03 97.25 3570 | 4 0.04 97.29 3605 | 1 0.01 97.30 3610 | 5 0.05 97.35 3620 | 1 0.01 97.36 3641 | 10 0.10 97.46 3645 | 1 0.01 97.47 3655 | 1 0.01 97.48 3670 | 2 0.02 97.50 3686 | 1 0.01 97.51 3690 | 3 0.03 97.54 3697 | 2 0.02 97.56 3730 | 3 0.03 97.59 3760 | 2 0.02 97.61 3770 | 22 0.22 97.83 3790 | 3 0.03 97.86 3810 | 5 0.05 97.91 3840 | 1 0.01 97.92 3851 | 6 0.06 97.98 3853 | 1 0.01 97.99 3860 | 10 0.10 98.09 3870 | 7 0.07 98.16 3880 | 6 0.06 98.22 3900 | 3 0.03 98.25 3920 | 5 0.05 98.30 3930 | 1 0.01 98.31 3950 | 5 0.05 98.36 3960 | 1 0.01 98.37 3970 | 3 0.03 98.40 3990 | 1 0.01 98.41 3993 | 4 0.04 98.45 4000 | 4 0.04 98.49 4010 | 4 0.04 98.53 4020 | 9 0.09 98.62 4027 | 12 0.12 98.74 4030 | 1 0.01 98.75 4040 | 13 0.13 98.88 4050 | 8 0.08 98.96 4060 | 5 0.05 99.01 4070 | 5 0.05 99.06 4100 | 1 0.01 99.07 4120 | 11 0.11 99.18 4124 | 1 0.01 99.19 4130 | 6 0.06 99.25 4163 | 1 0.01 99.26 4190 | 7 0.07 99.33 4200 | 2 0.02 99.35 4210 | 1 0.01 99.36 4220 | 2 0.02 99.38 4239 | 1 0.01 99.39 4250 | 1 0.01 99.40 4258 | 3 0.03 99.43 4259 | 1 0.01 99.44 4260 | 3 0.03 99.47 4266 | 1 0.01 99.48 4267 | 2 0.02 99.50 4268 | 1 0.01 99.51 4280 | 3 0.03 99.54 4290 | 6 0.06 99.60 4291 | 5 0.05 99.65 4340 | 1 0.01 99.66 4655 | 1 0.01 99.67 4760 | 1 0.01 99.68 4790 | 1 0.01 99.69 4910 | 1 0.01 99.70 5070 | 2 0.02 99.72 5130 | 1 0.01 99.73 5340 | 1 0.01 99.74 5730 | 1 0.01 99.75 5772 | 1 0.01 99.76 5790 | 1 0.01 99.77 5980 | 1 0.01 99.78 9997 | 14 0.14 99.92 9999 | 8 0.08 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016