Frequencies for first 10,000 rows of city variable in accident dataset : City | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,395 53.95 53.95 7 | 2 0.02 53.97 10 | 68 0.68 54.65 15 | 2 0.02 54.67 20 | 3 0.03 54.70 22 | 1 0.01 54.71 30 | 8 0.08 54.79 38 | 2 0.02 54.81 40 | 1 0.01 54.82 41 | 1 0.01 54.83 46 | 1 0.01 54.84 47 | 2 0.02 54.86 49 | 1 0.01 54.87 50 | 3 0.03 54.90 51 | 1 0.01 54.91 55 | 1 0.01 54.92 59 | 2 0.02 54.94 60 | 13 0.13 55.07 64 | 3 0.03 55.10 70 | 6 0.06 55.16 80 | 56 0.56 55.72 89 | 1 0.01 55.73 90 | 6 0.06 55.79 98 | 2 0.02 55.81 99 | 2 0.02 55.83 100 | 8 0.08 55.91 101 | 6 0.06 55.97 104 | 2 0.02 55.99 108 | 1 0.01 56.00 110 | 15 0.15 56.15 120 | 9 0.09 56.24 122 | 1 0.01 56.25 130 | 37 0.37 56.62 140 | 2 0.02 56.64 145 | 3 0.03 56.67 150 | 1 0.01 56.68 151 | 1 0.01 56.69 155 | 4 0.04 56.73 156 | 3 0.03 56.76 158 | 1 0.01 56.77 160 | 5 0.05 56.82 170 | 18 0.18 57.00 180 | 1 0.01 57.01 183 | 2 0.02 57.03 185 | 4 0.04 57.07 189 | 1 0.01 57.08 190 | 3 0.03 57.11 195 | 1 0.01 57.12 200 | 17 0.17 57.29 205 | 1 0.01 57.30 210 | 8 0.08 57.38 214 | 1 0.01 57.39 219 | 4 0.04 57.43 220 | 9 0.09 57.52 223 | 1 0.01 57.53 225 | 9 0.09 57.62 226 | 1 0.01 57.63 227 | 2 0.02 57.65 228 | 2 0.02 57.67 229 | 6 0.06 57.73 230 | 5 0.05 57.78 233 | 1 0.01 57.79 235 | 8 0.08 57.87 237 | 8 0.08 57.95 240 | 19 0.19 58.14 244 | 2 0.02 58.16 245 | 9 0.09 58.25 250 | 2 0.02 58.27 253 | 1 0.01 58.28 255 | 3 0.03 58.31 256 | 6 0.06 58.37 258 | 3 0.03 58.40 260 | 10 0.10 58.50 265 | 2 0.02 58.52 266 | 1 0.01 58.53 267 | 2 0.02 58.55 268 | 2 0.02 58.57 270 | 1 0.01 58.58 273 | 1 0.01 58.59 280 | 29 0.29 58.88 290 | 23 0.23 59.11 293 | 2 0.02 59.13 295 | 1 0.01 59.14 300 | 3 0.03 59.17 305 | 8 0.08 59.25 306 | 2 0.02 59.27 310 | 5 0.05 59.32 312 | 1 0.01 59.33 315 | 1 0.01 59.34 320 | 1 0.01 59.35 330 | 13 0.13 59.48 332 | 1 0.01 59.49 338 | 1 0.01 59.50 339 | 3 0.03 59.53 340 | 14 0.14 59.67 349 | 3 0.03 59.70 350 | 52 0.52 60.22 355 | 1 0.01 60.23 360 | 4 0.04 60.27 365 | 9 0.09 60.36 368 | 5 0.05 60.41 370 | 155 1.55 61.96 376 | 1 0.01 61.97 380 | 3 0.03 62.00 385 | 11 0.11 62.11 386 | 5 0.05 62.16 387 | 2 0.02 62.18 388 | 1 0.01 62.19 390 | 1 0.01 62.20 400 | 1 0.01 62.21 410 | 2 0.02 62.23 416 | 1 0.01 62.24 420 | 17 0.17 62.41 423 | 1 0.01 62.42 425 | 1 0.01 62.43 428 | 1 0.01 62.44 429 | 1 0.01 62.45 430 | 31 0.31 62.76 434 | 2 0.02 62.78 435 | 2 0.02 62.80 440 | 4 0.04 62.84 445 | 1 0.01 62.85 450 | 13 0.13 62.98 453 | 1 0.01 62.99 454 | 1 0.01 63.00 456 | 1 0.01 63.01 457 | 2 0.02 63.03 458 | 1 0.01 63.04 460 | 8 0.08 63.12 463 | 1 0.01 63.13 470 | 7 0.07 63.20 480 | 12 0.12 63.32 490 | 22 0.22 63.54 502 | 2 0.02 63.56 505 | 3 0.03 63.59 510 | 6 0.06 63.65 520 | 6 0.06 63.71 526 | 1 0.01 63.72 530 | 76 0.76 64.48 536 | 2 0.02 64.50 537 | 4 0.04 64.54 538 | 6 0.06 64.60 539 | 2 0.02 64.62 540 | 2 0.02 64.64 541 | 4 0.04 64.68 550 | 4 0.04 64.72 555 | 1 0.01 64.73 560 | 5 0.05 64.78 565 | 3 0.03 64.81 570 | 13 0.13 64.94 572 | 1 0.01 64.95 573 | 1 0.01 64.96 580 | 8 0.08 65.04 584 | 1 0.01 65.05 585 | 1 0.01 65.06 590 | 2 0.02 65.08 600 | 61 0.61 65.69 602 | 9 0.09 65.78 605 | 1 0.01 65.79 610 | 4 0.04 65.83 615 | 1 0.01 65.84 620 | 13 0.13 65.97 630 | 7 0.07 66.04 632 | 2 0.02 66.06 634 | 1 0.01 66.07 639 | 11 0.11 66.18 640 | 4 0.04 66.22 650 | 4 0.04 66.26 660 | 8 0.08 66.34 663 | 1 0.01 66.35 669 | 2 0.02 66.37 670 | 10 0.10 66.47 672 | 1 0.01 66.48 680 | 15 0.15 66.63 686 | 7 0.07 66.70 690 | 3 0.03 66.73 700 | 9 0.09 66.82 710 | 7 0.07 66.89 713 | 8 0.08 66.97 714 | 6 0.06 67.03 715 | 10 0.10 67.13 718 | 4 0.04 67.17 720 | 1 0.01 67.18 730 | 1 0.01 67.19 735 | 2 0.02 67.21 740 | 7 0.07 67.28 750 | 3 0.03 67.31 756 | 2 0.02 67.33 760 | 6 0.06 67.39 765 | 1 0.01 67.40 770 | 9 0.09 67.49 771 | 2 0.02 67.51 780 | 13 0.13 67.64 782 | 4 0.04 67.68 785 | 5 0.05 67.73 790 | 14 0.14 67.87 800 | 8 0.08 67.95 801 | 1 0.01 67.96 802 | 2 0.02 67.98 810 | 23 0.23 68.21 811 | 2 0.02 68.23 817 | 6 0.06 68.29 820 | 18 0.18 68.47 823 | 2 0.02 68.49 825 | 8 0.08 68.57 832 | 2 0.02 68.59 833 | 1 0.01 68.60 835 | 5 0.05 68.65 838 | 4 0.04 68.69 840 | 1 0.01 68.70 841 | 2 0.02 68.72 842 | 4 0.04 68.76 843 | 1 0.01 68.77 844 | 3 0.03 68.80 845 | 1 0.01 68.81 850 | 9 0.09 68.90 854 | 1 0.01 68.91 857 | 2 0.02 68.93 858 | 1 0.01 68.94 860 | 5 0.05 68.99 870 | 1 0.01 69.00 880 | 15 0.15 69.15 890 | 7 0.07 69.22 900 | 1 0.01 69.23 922 | 1 0.01 69.24 930 | 21 0.21 69.45 935 | 1 0.01 69.46 940 | 2 0.02 69.48 945 | 1 0.01 69.49 947 | 1 0.01 69.50 950 | 1 0.01 69.51 960 | 3 0.03 69.54 970 | 6 0.06 69.60 980 | 1 0.01 69.61 990 | 1 0.01 69.62 1000 | 3 0.03 69.65 1004 | 1 0.01 69.66 1010 | 2 0.02 69.68 1030 | 5 0.05 69.73 1040 | 5 0.05 69.78 1045 | 3 0.03 69.81 1050 | 33 0.33 70.14 1060 | 3 0.03 70.17 1070 | 15 0.15 70.32 1080 | 20 0.20 70.52 1085 | 1 0.01 70.53 1100 | 2 0.02 70.55 1108 | 1 0.01 70.56 1110 | 12 0.12 70.68 1120 | 5 0.05 70.73 1122 | 1 0.01 70.74 1130 | 12 0.12 70.86 1139 | 3 0.03 70.89 1140 | 5 0.05 70.94 1150 | 2 0.02 70.96 1160 | 5 0.05 71.01 1170 | 2 0.02 71.03 1178 | 5 0.05 71.08 1180 | 1 0.01 71.09 1188 | 2 0.02 71.11 1200 | 15 0.15 71.26 1210 | 7 0.07 71.33 1220 | 3 0.03 71.36 1230 | 2 0.02 71.38 1240 | 4 0.04 71.42 1245 | 1 0.01 71.43 1250 | 2 0.02 71.45 1260 | 8 0.08 71.53 1270 | 1 0.01 71.54 1280 | 14 0.14 71.68 1290 | 1 0.01 71.69 1300 | 3 0.03 71.72 1305 | 4 0.04 71.76 1310 | 6 0.06 71.82 1315 | 2 0.02 71.84 1330 | 1 0.01 71.85 1340 | 13 0.13 71.98 1345 | 5 0.05 72.03 1360 | 2 0.02 72.05 1364 | 24 0.24 72.29 1370 | 44 0.44 72.73 1380 | 13 0.13 72.86 1390 | 1 0.01 72.87 1400 | 4 0.04 72.91 1405 | 3 0.03 72.94 1407 | 1 0.01 72.95 1409 | 5 0.05 73.00 1410 | 11 0.11 73.11 1420 | 18 0.18 73.29 1430 | 16 0.16 73.45 1435 | 9 0.09 73.54 1440 | 5 0.05 73.59 1460 | 3 0.03 73.62 1465 | 3 0.03 73.65 1476 | 1 0.01 73.66 1480 | 2 0.02 73.68 1490 | 2 0.02 73.70 1500 | 2 0.02 73.72 1510 | 94 0.94 74.66 1520 | 3 0.03 74.69 1528 | 1 0.01 74.70 1530 | 10 0.10 74.80 1540 | 4 0.04 74.84 1550 | 8 0.08 74.92 1552 | 1 0.01 74.93 1560 | 14 0.14 75.07 1566 | 2 0.02 75.09 1568 | 2 0.02 75.11 1570 | 2 0.02 75.13 1572 | 1 0.01 75.14 1580 | 5 0.05 75.19 1585 | 1 0.01 75.20 1590 | 6 0.06 75.26 1600 | 1 0.01 75.27 1620 | 1 0.01 75.28 1630 | 3 0.03 75.31 1650 | 1 0.01 75.32 1660 | 19 0.19 75.51 1670 | 6 0.06 75.57 1680 | 1 0.01 75.58 1685 | 2 0.02 75.60 1690 | 16 0.16 75.76 1700 | 13 0.13 75.89 1713 | 7 0.07 75.96 1716 | 7 0.07 76.03 1717 | 3 0.03 76.06 1730 | 19 0.19 76.25 1740 | 1 0.01 76.26 1750 | 4 0.04 76.30 1755 | 2 0.02 76.32 1760 | 4 0.04 76.36 1770 | 3 0.03 76.39 1771 | 2 0.02 76.41 1779 | 5 0.05 76.46 1780 | 3 0.03 76.49 1781 | 1 0.01 76.50 1782 | 2 0.02 76.52 1790 | 6 0.06 76.58 1800 | 1 0.01 76.59 1807 | 1 0.01 76.60 1808 | 11 0.11 76.71 1820 | 8 0.08 76.79 1823 | 2 0.02 76.81 1825 | 7 0.07 76.88 1826 | 1 0.01 76.89 1830 | 2 0.02 76.91 1840 | 1 0.01 76.92 1842 | 2 0.02 76.94 1845 | 5 0.05 76.99 1846 | 2 0.02 77.01 1847 | 1 0.01 77.02 1866 | 1 0.01 77.03 1870 | 3 0.03 77.06 1871 | 2 0.02 77.08 1876 | 1 0.01 77.09 1890 | 1 0.01 77.10 1895 | 2 0.02 77.12 1896 | 1 0.01 77.13 1900 | 2 0.02 77.15 1910 | 1 0.01 77.16 1912 | 3 0.03 77.19 1920 | 1 0.01 77.20 1925 | 5 0.05 77.25 1927 | 2 0.02 77.27 1930 | 2 0.02 77.29 1940 | 3 0.03 77.32 1947 | 1 0.01 77.33 1950 | 2 0.02 77.35 1955 | 1 0.01 77.36 1956 | 1 0.01 77.37 1970 | 69 0.69 78.06 1975 | 1 0.01 78.07 1977 | 2 0.02 78.09 1980 | 377 3.77 81.86 1990 | 8 0.08 81.94 2000 | 4 0.04 81.98 2005 | 9 0.09 82.07 2010 | 59 0.59 82.66 2015 | 1 0.01 82.67 2020 | 22 0.22 82.89 2030 | 2 0.02 82.91 2036 | 2 0.02 82.93 2040 | 1 0.01 82.94 2050 | 20 0.20 83.14 2052 | 2 0.02 83.16 2060 | 2 0.02 83.18 2070 | 7 0.07 83.25 2083 | 3 0.03 83.28 2084 | 2 0.02 83.30 2090 | 2 0.02 83.32 2100 | 28 0.28 83.60 2110 | 3 0.03 83.63 2120 | 1 0.01 83.64 2130 | 17 0.17 83.81 2132 | 1 0.01 83.82 2140 | 7 0.07 83.89 2145 | 1 0.01 83.90 2150 | 3 0.03 83.93 2152 | 1 0.01 83.94 2160 | 3 0.03 83.97 2170 | 1 0.01 83.98 2180 | 1 0.01 83.99 2182 | 1 0.01 84.00 2185 | 1 0.01 84.01 2190 | 6 0.06 84.07 2200 | 11 0.11 84.18 2205 | 1 0.01 84.19 2218 | 2 0.02 84.21 2220 | 5 0.05 84.26 2230 | 7 0.07 84.33 2235 | 2 0.02 84.35 2238 | 2 0.02 84.37 2240 | 13 0.13 84.50 2250 | 2 0.02 84.52 2260 | 17 0.17 84.69 2269 | 1 0.01 84.70 2270 | 9 0.09 84.79 2275 | 2 0.02 84.81 2280 | 3 0.03 84.84 2285 | 2 0.02 84.86 2290 | 1 0.01 84.87 2300 | 1 0.01 84.88 2310 | 2 0.02 84.90 2311 | 6 0.06 84.96 2320 | 15 0.15 85.11 2325 | 1 0.01 85.12 2330 | 8 0.08 85.20 2340 | 12 0.12 85.32 2345 | 1 0.01 85.33 2350 | 2 0.02 85.35 2360 | 18 0.18 85.53 2370 | 8 0.08 85.61 2375 | 2 0.02 85.63 2377 | 2 0.02 85.65 2380 | 1 0.01 85.66 2386 | 1 0.01 85.67 2390 | 2 0.02 85.69 2400 | 7 0.07 85.76 2405 | 1 0.01 85.77 2406 | 2 0.02 85.79 2410 | 2 0.02 85.81 2420 | 11 0.11 85.92 2424 | 4 0.04 85.96 2427 | 3 0.03 85.99 2430 | 1 0.01 86.00 2431 | 2 0.02 86.02 2440 | 7 0.07 86.09 2445 | 2 0.02 86.11 2446 | 1 0.01 86.12 2450 | 7 0.07 86.19 2451 | 2 0.02 86.21 2458 | 12 0.12 86.33 2460 | 3 0.03 86.36 2465 | 1 0.01 86.37 2466 | 3 0.03 86.40 2468 | 4 0.04 86.44 2470 | 2 0.02 86.46 2480 | 48 0.48 86.94 2490 | 7 0.07 87.01 2500 | 1 0.01 87.02 2510 | 7 0.07 87.09 2530 | 2 0.02 87.11 2540 | 16 0.16 87.27 2541 | 7 0.07 87.34 2542 | 2 0.02 87.36 2550 | 14 0.14 87.50 2555 | 3 0.03 87.53 2560 | 13 0.13 87.66 2564 | 2 0.02 87.68 2570 | 9 0.09 87.77 2571 | 1 0.01 87.78 2580 | 3 0.03 87.81 2587 | 1 0.01 87.82 2600 | 2 0.02 87.84 2620 | 17 0.17 88.01 2625 | 6 0.06 88.07 2630 | 2 0.02 88.09 2645 | 2 0.02 88.11 2646 | 5 0.05 88.16 2650 | 8 0.08 88.24 2660 | 8 0.08 88.32 2670 | 4 0.04 88.36 2675 | 3 0.03 88.39 2684 | 7 0.07 88.46 2690 | 5 0.05 88.51 2700 | 16 0.16 88.67 2720 | 3 0.03 88.70 2730 | 32 0.32 89.02 2740 | 4 0.04 89.06 2749 | 7 0.07 89.13 2750 | 6 0.06 89.19 2760 | 2 0.02 89.21 2770 | 13 0.13 89.34 2775 | 1 0.01 89.35 2780 | 12 0.12 89.47 2785 | 2 0.02 89.49 2790 | 7 0.07 89.56 2800 | 5 0.05 89.61 2805 | 1 0.01 89.62 2806 | 3 0.03 89.65 2810 | 3 0.03 89.68 2820 | 2 0.02 89.70 2822 | 1 0.01 89.71 2825 | 1 0.01 89.72 2830 | 1 0.01 89.73 2840 | 3 0.03 89.76 2850 | 1 0.01 89.77 2870 | 21 0.21 89.98 2880 | 9 0.09 90.07 2882 | 1 0.01 90.08 2890 | 2 0.02 90.10 2893 | 1 0.01 90.11 2898 | 1 0.01 90.12 2900 | 1 0.01 90.13 2910 | 4 0.04 90.17 2930 | 1 0.01 90.18 2935 | 1 0.01 90.19 2938 | 1 0.01 90.20 2940 | 12 0.12 90.32 2948 | 2 0.02 90.34 2950 | 45 0.45 90.79 2960 | 4 0.04 90.83 2970 | 6 0.06 90.89 2975 | 1 0.01 90.90 2980 | 4 0.04 90.94 2990 | 1 0.01 90.95 3000 | 13 0.13 91.08 3010 | 15 0.15 91.23 3030 | 4 0.04 91.27 3040 | 4 0.04 91.31 3043 | 1 0.01 91.32 3050 | 9 0.09 91.41 3070 | 25 0.25 91.66 3080 | 2 0.02 91.68 3085 | 1 0.01 91.69 3090 | 1 0.01 91.70 3092 | 2 0.02 91.72 3100 | 3 0.03 91.75 3105 | 3 0.03 91.78 3120 | 1 0.01 91.79 3130 | 1 0.01 91.80 3150 | 50 0.50 92.30 3170 | 1 0.01 92.31 3175 | 1 0.01 92.32 3180 | 9 0.09 92.41 3190 | 12 0.12 92.53 3200 | 1 0.01 92.54 3210 | 31 0.31 92.85 3215 | 1 0.01 92.86 3240 | 3 0.03 92.89 3250 | 9 0.09 92.98 3260 | 126 1.26 94.24 3270 | 4 0.04 94.28 3278 | 1 0.01 94.29 3280 | 1 0.01 94.30 3290 | 69 0.69 94.99 3300 | 7 0.07 95.06 3310 | 4 0.04 95.10 3317 | 1 0.01 95.11 3320 | 2 0.02 95.13 3327 | 1 0.01 95.14 3330 | 1 0.01 95.15 3340 | 74 0.74 95.89 3351 | 3 0.03 95.92 3360 | 10 0.10 96.02 3370 | 4 0.04 96.06 3375 | 3 0.03 96.09 3390 | 17 0.17 96.26 3400 | 2 0.02 96.28 3410 | 5 0.05 96.33 3420 | 29 0.29 96.62 3430 | 6 0.06 96.68 3440 | 11 0.11 96.79 3450 | 7 0.07 96.86 3455 | 11 0.11 96.97 3460 | 3 0.03 97.00 3470 | 12 0.12 97.12 3480 | 2 0.02 97.14 3490 | 9 0.09 97.23 3515 | 1 0.01 97.24 3530 | 2 0.02 97.26 3558 | 5 0.05 97.31 3560 | 1 0.01 97.32 3570 | 2 0.02 97.34 3580 | 1 0.01 97.35 3600 | 1 0.01 97.36 3610 | 1 0.01 97.37 3620 | 1 0.01 97.38 3630 | 1 0.01 97.39 3640 | 1 0.01 97.40 3641 | 6 0.06 97.46 3670 | 1 0.01 97.47 3686 | 4 0.04 97.51 3690 | 4 0.04 97.55 3697 | 8 0.08 97.63 3710 | 1 0.01 97.64 3720 | 2 0.02 97.66 3730 | 4 0.04 97.70 3760 | 4 0.04 97.74 3770 | 23 0.23 97.97 3790 | 12 0.12 98.09 3810 | 3 0.03 98.12 3860 | 5 0.05 98.17 3870 | 16 0.16 98.33 3880 | 2 0.02 98.35 3920 | 2 0.02 98.37 3930 | 1 0.01 98.38 3950 | 4 0.04 98.42 3990 | 4 0.04 98.46 3993 | 3 0.03 98.49 4000 | 2 0.02 98.51 4010 | 4 0.04 98.55 4020 | 5 0.05 98.60 4027 | 8 0.08 98.68 4030 | 4 0.04 98.72 4040 | 6 0.06 98.78 4050 | 5 0.05 98.83 4060 | 7 0.07 98.90 4069 | 2 0.02 98.92 4070 | 3 0.03 98.95 4100 | 5 0.05 99.00 4110 | 2 0.02 99.02 4120 | 6 0.06 99.08 4130 | 4 0.04 99.12 4190 | 4 0.04 99.16 4250 | 1 0.01 99.17 4257 | 1 0.01 99.18 4258 | 2 0.02 99.20 4259 | 3 0.03 99.23 4267 | 3 0.03 99.26 4270 | 1 0.01 99.27 4280 | 3 0.03 99.30 4340 | 1 0.01 99.31 4450 | 1 0.01 99.32 4680 | 1 0.01 99.33 4710 | 1 0.01 99.34 4910 | 2 0.02 99.36 5400 | 1 0.01 99.37 5530 | 1 0.01 99.38 5630 | 1 0.01 99.39 5730 | 1 0.01 99.40 5840 | 1 0.01 99.41 9997 | 57 0.57 99.98 9999 | 2 0.02 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Apr 2016