Frequencies for first 10,000 rows of city variable in accident dataset : city | Freq. Percent Cum. ------------+----------------------------------- 0 | 5,327 53.27 53.27 3 | 3 0.03 53.30 6 | 1 0.01 53.31 7 | 2 0.02 53.33 10 | 57 0.57 53.90 12 | 1 0.01 53.91 15 | 1 0.01 53.92 20 | 6 0.06 53.98 30 | 8 0.08 54.06 40 | 3 0.03 54.09 46 | 1 0.01 54.10 49 | 1 0.01 54.11 50 | 10 0.10 54.21 59 | 2 0.02 54.23 60 | 8 0.08 54.31 63 | 3 0.03 54.34 65 | 1 0.01 54.35 68 | 1 0.01 54.36 70 | 15 0.15 54.51 74 | 2 0.02 54.53 80 | 49 0.49 55.02 83 | 1 0.01 55.03 85 | 1 0.01 55.04 90 | 13 0.13 55.17 98 | 2 0.02 55.19 101 | 1 0.01 55.20 104 | 3 0.03 55.23 110 | 23 0.23 55.46 114 | 1 0.01 55.47 115 | 8 0.08 55.55 120 | 6 0.06 55.61 130 | 39 0.39 56.00 140 | 1 0.01 56.01 155 | 1 0.01 56.02 156 | 2 0.02 56.04 158 | 3 0.03 56.07 159 | 1 0.01 56.08 160 | 6 0.06 56.14 170 | 16 0.16 56.30 182 | 1 0.01 56.31 185 | 2 0.02 56.33 190 | 6 0.06 56.39 192 | 2 0.02 56.41 200 | 34 0.34 56.75 210 | 5 0.05 56.80 214 | 1 0.01 56.81 215 | 1 0.01 56.82 217 | 2 0.02 56.84 219 | 3 0.03 56.87 220 | 12 0.12 56.99 222 | 3 0.03 57.02 225 | 5 0.05 57.07 227 | 2 0.02 57.09 228 | 2 0.02 57.11 229 | 4 0.04 57.15 230 | 6 0.06 57.21 233 | 2 0.02 57.23 235 | 3 0.03 57.26 236 | 1 0.01 57.27 237 | 5 0.05 57.32 240 | 15 0.15 57.47 242 | 1 0.01 57.48 244 | 2 0.02 57.50 245 | 9 0.09 57.59 250 | 9 0.09 57.68 253 | 2 0.02 57.70 255 | 1 0.01 57.71 258 | 1 0.01 57.72 260 | 5 0.05 57.77 261 | 1 0.01 57.78 263 | 1 0.01 57.79 265 | 3 0.03 57.82 266 | 1 0.01 57.83 268 | 2 0.02 57.85 270 | 1 0.01 57.86 280 | 22 0.22 58.08 290 | 54 0.54 58.62 292 | 1 0.01 58.63 293 | 1 0.01 58.64 295 | 1 0.01 58.65 300 | 8 0.08 58.73 303 | 1 0.01 58.74 305 | 5 0.05 58.79 306 | 1 0.01 58.80 310 | 3 0.03 58.83 318 | 1 0.01 58.84 320 | 2 0.02 58.86 330 | 20 0.20 59.06 335 | 1 0.01 59.07 338 | 1 0.01 59.08 340 | 12 0.12 59.20 349 | 1 0.01 59.21 350 | 33 0.33 59.54 355 | 6 0.06 59.60 360 | 3 0.03 59.63 364 | 3 0.03 59.66 365 | 4 0.04 59.70 368 | 8 0.08 59.78 369 | 3 0.03 59.81 370 | 211 2.11 61.92 373 | 1 0.01 61.93 375 | 4 0.04 61.97 380 | 4 0.04 62.01 383 | 1 0.01 62.02 385 | 5 0.05 62.07 386 | 7 0.07 62.14 387 | 3 0.03 62.17 388 | 2 0.02 62.19 390 | 2 0.02 62.21 394 | 1 0.01 62.22 397 | 2 0.02 62.24 400 | 3 0.03 62.27 403 | 1 0.01 62.28 410 | 4 0.04 62.32 416 | 2 0.02 62.34 420 | 20 0.20 62.54 425 | 1 0.01 62.55 428 | 1 0.01 62.56 429 | 4 0.04 62.60 430 | 34 0.34 62.94 431 | 3 0.03 62.97 434 | 2 0.02 62.99 435 | 2 0.02 63.01 440 | 4 0.04 63.05 450 | 11 0.11 63.16 453 | 1 0.01 63.17 454 | 2 0.02 63.19 457 | 5 0.05 63.24 458 | 1 0.01 63.25 460 | 2 0.02 63.27 463 | 1 0.01 63.28 470 | 6 0.06 63.34 472 | 1 0.01 63.35 473 | 1 0.01 63.36 475 | 4 0.04 63.40 477 | 1 0.01 63.41 480 | 13 0.13 63.54 486 | 1 0.01 63.55 489 | 1 0.01 63.56 490 | 20 0.20 63.76 495 | 1 0.01 63.77 502 | 3 0.03 63.80 505 | 1 0.01 63.81 510 | 3 0.03 63.84 518 | 1 0.01 63.85 520 | 4 0.04 63.89 526 | 1 0.01 63.90 528 | 1 0.01 63.91 530 | 55 0.55 64.46 538 | 7 0.07 64.53 539 | 1 0.01 64.54 540 | 2 0.02 64.56 541 | 1 0.01 64.57 543 | 1 0.01 64.58 550 | 3 0.03 64.61 555 | 2 0.02 64.63 560 | 6 0.06 64.69 563 | 1 0.01 64.70 565 | 3 0.03 64.73 570 | 13 0.13 64.86 572 | 1 0.01 64.87 573 | 2 0.02 64.89 580 | 4 0.04 64.93 584 | 1 0.01 64.94 590 | 1 0.01 64.95 600 | 55 0.55 65.50 602 | 8 0.08 65.58 609 | 1 0.01 65.59 610 | 3 0.03 65.62 612 | 4 0.04 65.66 620 | 5 0.05 65.71 630 | 7 0.07 65.78 632 | 1 0.01 65.79 633 | 3 0.03 65.82 634 | 2 0.02 65.84 639 | 4 0.04 65.88 640 | 7 0.07 65.95 650 | 6 0.06 66.01 660 | 3 0.03 66.04 663 | 1 0.01 66.05 669 | 2 0.02 66.07 670 | 5 0.05 66.12 672 | 7 0.07 66.19 680 | 15 0.15 66.34 686 | 1 0.01 66.35 688 | 1 0.01 66.36 690 | 1 0.01 66.37 700 | 11 0.11 66.48 710 | 8 0.08 66.56 713 | 1 0.01 66.57 715 | 1 0.01 66.58 718 | 1 0.01 66.59 720 | 1 0.01 66.60 730 | 2 0.02 66.62 734 | 1 0.01 66.63 740 | 6 0.06 66.69 749 | 2 0.02 66.71 750 | 6 0.06 66.77 756 | 1 0.01 66.78 760 | 9 0.09 66.87 763 | 1 0.01 66.88 765 | 2 0.02 66.90 770 | 2 0.02 66.92 771 | 16 0.16 67.08 775 | 1 0.01 67.09 780 | 9 0.09 67.18 782 | 2 0.02 67.20 785 | 2 0.02 67.22 787 | 2 0.02 67.24 790 | 12 0.12 67.36 800 | 2 0.02 67.38 802 | 1 0.01 67.39 804 | 10 0.10 67.49 810 | 24 0.24 67.73 811 | 2 0.02 67.75 817 | 2 0.02 67.77 820 | 19 0.19 67.96 822 | 2 0.02 67.98 823 | 3 0.03 68.01 825 | 8 0.08 68.09 830 | 5 0.05 68.14 831 | 1 0.01 68.15 835 | 5 0.05 68.20 838 | 3 0.03 68.23 840 | 2 0.02 68.25 841 | 2 0.02 68.27 842 | 1 0.01 68.28 843 | 1 0.01 68.29 845 | 2 0.02 68.31 850 | 9 0.09 68.40 852 | 1 0.01 68.41 854 | 5 0.05 68.46 857 | 1 0.01 68.47 858 | 1 0.01 68.48 860 | 14 0.14 68.62 870 | 2 0.02 68.64 880 | 4 0.04 68.68 883 | 1 0.01 68.69 890 | 10 0.10 68.79 910 | 1 0.01 68.80 920 | 10 0.10 68.90 930 | 22 0.22 69.12 935 | 1 0.01 69.13 937 | 1 0.01 69.14 940 | 5 0.05 69.19 941 | 1 0.01 69.20 944 | 3 0.03 69.23 950 | 1 0.01 69.24 960 | 5 0.05 69.29 968 | 1 0.01 69.30 970 | 8 0.08 69.38 972 | 2 0.02 69.40 980 | 2 0.02 69.42 1000 | 3 0.03 69.45 1003 | 1 0.01 69.46 1010 | 1 0.01 69.47 1015 | 5 0.05 69.52 1020 | 2 0.02 69.54 1030 | 4 0.04 69.58 1045 | 6 0.06 69.64 1047 | 4 0.04 69.68 1050 | 43 0.43 70.11 1055 | 1 0.01 70.12 1060 | 1 0.01 70.13 1070 | 18 0.18 70.31 1077 | 2 0.02 70.33 1080 | 12 0.12 70.45 1085 | 2 0.02 70.47 1090 | 1 0.01 70.48 1091 | 1 0.01 70.49 1110 | 11 0.11 70.60 1120 | 2 0.02 70.62 1130 | 8 0.08 70.70 1137 | 1 0.01 70.71 1139 | 1 0.01 70.72 1150 | 3 0.03 70.75 1160 | 4 0.04 70.79 1178 | 1 0.01 70.80 1182 | 3 0.03 70.83 1190 | 5 0.05 70.88 1200 | 12 0.12 71.00 1210 | 5 0.05 71.05 1220 | 3 0.03 71.08 1230 | 1 0.01 71.09 1245 | 2 0.02 71.11 1260 | 4 0.04 71.15 1270 | 5 0.05 71.20 1280 | 14 0.14 71.34 1290 | 3 0.03 71.37 1295 | 2 0.02 71.39 1300 | 2 0.02 71.41 1305 | 16 0.16 71.57 1310 | 5 0.05 71.62 1335 | 1 0.01 71.63 1340 | 31 0.31 71.94 1343 | 1 0.01 71.95 1345 | 7 0.07 72.02 1364 | 8 0.08 72.10 1370 | 46 0.46 72.56 1380 | 9 0.09 72.65 1390 | 2 0.02 72.67 1400 | 4 0.04 72.71 1405 | 1 0.01 72.72 1409 | 1 0.01 72.73 1410 | 7 0.07 72.80 1420 | 15 0.15 72.95 1430 | 12 0.12 73.07 1435 | 5 0.05 73.12 1440 | 6 0.06 73.18 1445 | 2 0.02 73.20 1457 | 2 0.02 73.22 1460 | 3 0.03 73.25 1461 | 5 0.05 73.30 1470 | 2 0.02 73.32 1482 | 1 0.01 73.33 1483 | 1 0.01 73.34 1487 | 1 0.01 73.35 1490 | 2 0.02 73.37 1493 | 1 0.01 73.38 1500 | 5 0.05 73.43 1505 | 1 0.01 73.44 1510 | 104 1.04 74.48 1515 | 2 0.02 74.50 1520 | 1 0.01 74.51 1530 | 12 0.12 74.63 1534 | 1 0.01 74.64 1540 | 7 0.07 74.71 1550 | 14 0.14 74.85 1560 | 13 0.13 74.98 1568 | 2 0.02 75.00 1570 | 2 0.02 75.02 1580 | 7 0.07 75.09 1590 | 6 0.06 75.15 1600 | 3 0.03 75.18 1603 | 9 0.09 75.27 1605 | 7 0.07 75.34 1620 | 3 0.03 75.37 1630 | 1 0.01 75.38 1640 | 1 0.01 75.39 1650 | 1 0.01 75.40 1660 | 13 0.13 75.53 1662 | 2 0.02 75.55 1670 | 3 0.03 75.58 1690 | 17 0.17 75.75 1695 | 4 0.04 75.79 1700 | 12 0.12 75.91 1713 | 8 0.08 75.99 1716 | 15 0.15 76.14 1720 | 1 0.01 76.15 1730 | 28 0.28 76.43 1740 | 1 0.01 76.44 1750 | 5 0.05 76.49 1755 | 5 0.05 76.54 1760 | 4 0.04 76.58 1770 | 11 0.11 76.69 1771 | 2 0.02 76.71 1776 | 1 0.01 76.72 1779 | 1 0.01 76.73 1780 | 10 0.10 76.83 1781 | 3 0.03 76.86 1782 | 8 0.08 76.94 1790 | 2 0.02 76.96 1791 | 1 0.01 76.97 1808 | 6 0.06 77.03 1810 | 1 0.01 77.04 1812 | 1 0.01 77.05 1815 | 2 0.02 77.07 1820 | 9 0.09 77.16 1825 | 4 0.04 77.20 1826 | 1 0.01 77.21 1835 | 1 0.01 77.22 1840 | 15 0.15 77.37 1845 | 3 0.03 77.40 1846 | 2 0.02 77.42 1847 | 1 0.01 77.43 1850 | 7 0.07 77.50 1867 | 1 0.01 77.51 1870 | 4 0.04 77.55 1871 | 3 0.03 77.58 1876 | 4 0.04 77.62 1890 | 3 0.03 77.65 1895 | 2 0.02 77.67 1898 | 1 0.01 77.68 1900 | 1 0.01 77.69 1908 | 1 0.01 77.70 1910 | 2 0.02 77.72 1912 | 3 0.03 77.75 1920 | 7 0.07 77.82 1925 | 4 0.04 77.86 1926 | 1 0.01 77.87 1927 | 7 0.07 77.94 1930 | 2 0.02 77.96 1940 | 6 0.06 78.02 1947 | 1 0.01 78.03 1950 | 3 0.03 78.06 1954 | 2 0.02 78.08 1955 | 1 0.01 78.09 1970 | 33 0.33 78.42 1975 | 2 0.02 78.44 1980 | 355 3.55 81.99 1990 | 9 0.09 82.08 2000 | 6 0.06 82.14 2005 | 11 0.11 82.25 2010 | 61 0.61 82.86 2020 | 20 0.20 83.06 2025 | 2 0.02 83.08 2027 | 1 0.01 83.09 2030 | 2 0.02 83.11 2040 | 1 0.01 83.12 2050 | 17 0.17 83.29 2054 | 6 0.06 83.35 2060 | 2 0.02 83.37 2070 | 13 0.13 83.50 2073 | 3 0.03 83.53 2080 | 2 0.02 83.55 2083 | 2 0.02 83.57 2085 | 1 0.01 83.58 2090 | 1 0.01 83.59 2100 | 18 0.18 83.77 2120 | 1 0.01 83.78 2130 | 34 0.34 84.12 2140 | 4 0.04 84.16 2146 | 2 0.02 84.18 2150 | 13 0.13 84.31 2157 | 2 0.02 84.33 2160 | 1 0.01 84.34 2170 | 3 0.03 84.37 2180 | 2 0.02 84.39 2182 | 3 0.03 84.42 2185 | 2 0.02 84.44 2190 | 2 0.02 84.46 2199 | 3 0.03 84.49 2200 | 16 0.16 84.65 2219 | 4 0.04 84.69 2220 | 8 0.08 84.77 2226 | 1 0.01 84.78 2230 | 5 0.05 84.83 2233 | 1 0.01 84.84 2235 | 1 0.01 84.85 2238 | 4 0.04 84.89 2240 | 7 0.07 84.96 2250 | 4 0.04 85.00 2260 | 13 0.13 85.13 2270 | 12 0.12 85.25 2276 | 8 0.08 85.33 2280 | 2 0.02 85.35 2285 | 1 0.01 85.36 2290 | 3 0.03 85.39 2293 | 1 0.01 85.40 2300 | 1 0.01 85.41 2311 | 4 0.04 85.45 2320 | 20 0.20 85.65 2327 | 5 0.05 85.70 2330 | 11 0.11 85.81 2340 | 11 0.11 85.92 2350 | 7 0.07 85.99 2360 | 20 0.20 86.19 2370 | 2 0.02 86.21 2375 | 6 0.06 86.27 2377 | 1 0.01 86.28 2380 | 2 0.02 86.30 2390 | 2 0.02 86.32 2400 | 4 0.04 86.36 2405 | 2 0.02 86.38 2406 | 1 0.01 86.39 2410 | 4 0.04 86.43 2420 | 5 0.05 86.48 2424 | 9 0.09 86.57 2427 | 6 0.06 86.63 2431 | 5 0.05 86.68 2432 | 1 0.01 86.69 2438 | 2 0.02 86.71 2439 | 1 0.01 86.72 2440 | 5 0.05 86.77 2450 | 7 0.07 86.84 2451 | 3 0.03 86.87 2455 | 1 0.01 86.88 2457 | 1 0.01 86.89 2458 | 5 0.05 86.94 2460 | 2 0.02 86.96 2466 | 1 0.01 86.97 2468 | 11 0.11 87.08 2470 | 1 0.01 87.09 2480 | 43 0.43 87.52 2490 | 11 0.11 87.63 2500 | 2 0.02 87.65 2510 | 18 0.18 87.83 2530 | 6 0.06 87.89 2540 | 7 0.07 87.96 2541 | 5 0.05 88.01 2550 | 30 0.30 88.31 2555 | 1 0.01 88.32 2560 | 11 0.11 88.43 2564 | 2 0.02 88.45 2570 | 9 0.09 88.54 2573 | 2 0.02 88.56 2580 | 3 0.03 88.59 2583 | 1 0.01 88.60 2590 | 5 0.05 88.65 2600 | 5 0.05 88.70 2601 | 6 0.06 88.76 2610 | 1 0.01 88.77 2620 | 15 0.15 88.92 2625 | 2 0.02 88.94 2630 | 1 0.01 88.95 2632 | 1 0.01 88.96 2633 | 1 0.01 88.97 2640 | 2 0.02 88.99 2645 | 17 0.17 89.16 2646 | 2 0.02 89.18 2650 | 9 0.09 89.27 2652 | 1 0.01 89.28 2660 | 11 0.11 89.39 2670 | 2 0.02 89.41 2674 | 1 0.01 89.42 2680 | 2 0.02 89.44 2684 | 5 0.05 89.49 2690 | 2 0.02 89.51 2700 | 9 0.09 89.60 2705 | 1 0.01 89.61 2710 | 2 0.02 89.63 2720 | 2 0.02 89.65 2730 | 36 0.36 90.01 2740 | 1 0.01 90.02 2749 | 2 0.02 90.04 2760 | 4 0.04 90.08 2770 | 7 0.07 90.15 2777 | 2 0.02 90.17 2780 | 11 0.11 90.28 2787 | 1 0.01 90.29 2790 | 12 0.12 90.41 2800 | 4 0.04 90.45 2805 | 1 0.01 90.46 2806 | 1 0.01 90.47 2811 | 1 0.01 90.48 2814 | 2 0.02 90.50 2820 | 1 0.01 90.51 2823 | 3 0.03 90.54 2825 | 1 0.01 90.55 2838 | 2 0.02 90.57 2840 | 5 0.05 90.62 2850 | 1 0.01 90.63 2870 | 12 0.12 90.75 2880 | 11 0.11 90.86 2882 | 2 0.02 90.88 2890 | 1 0.01 90.89 2893 | 1 0.01 90.90 2895 | 1 0.01 90.91 2900 | 1 0.01 90.92 2904 | 1 0.01 90.93 2910 | 1 0.01 90.94 2916 | 11 0.11 91.05 2920 | 1 0.01 91.06 2935 | 2 0.02 91.08 2940 | 20 0.20 91.28 2948 | 6 0.06 91.34 2950 | 78 0.78 92.12 2960 | 11 0.11 92.23 2970 | 5 0.05 92.28 2976 | 1 0.01 92.29 2980 | 5 0.05 92.34 2990 | 1 0.01 92.35 3000 | 12 0.12 92.47 3010 | 5 0.05 92.52 3020 | 2 0.02 92.54 3025 | 1 0.01 92.55 3026 | 1 0.01 92.56 3030 | 1 0.01 92.57 3040 | 2 0.02 92.59 3050 | 8 0.08 92.67 3060 | 1 0.01 92.68 3070 | 39 0.39 93.07 3080 | 5 0.05 93.12 3087 | 1 0.01 93.13 3088 | 1 0.01 93.14 3089 | 1 0.01 93.15 3100 | 4 0.04 93.19 3104 | 2 0.02 93.21 3105 | 3 0.03 93.24 3110 | 8 0.08 93.32 3111 | 1 0.01 93.33 3125 | 1 0.01 93.34 3150 | 41 0.41 93.75 3180 | 5 0.05 93.80 3190 | 23 0.23 94.03 3192 | 1 0.01 94.04 3210 | 17 0.17 94.21 3230 | 1 0.01 94.22 3240 | 3 0.03 94.25 3250 | 4 0.04 94.29 3260 | 97 0.97 95.26 3270 | 2 0.02 95.28 3280 | 2 0.02 95.30 3290 | 62 0.62 95.92 3300 | 4 0.04 95.96 3310 | 2 0.02 95.98 3311 | 1 0.01 95.99 3320 | 4 0.04 96.03 3323 | 1 0.01 96.04 3330 | 2 0.02 96.06 3340 | 37 0.37 96.43 3350 | 1 0.01 96.44 3360 | 2 0.02 96.46 3370 | 1 0.01 96.47 3375 | 5 0.05 96.52 3380 | 1 0.01 96.53 3390 | 10 0.10 96.63 3400 | 3 0.03 96.66 3410 | 4 0.04 96.70 3420 | 20 0.20 96.90 3430 | 4 0.04 96.94 3440 | 5 0.05 96.99 3450 | 4 0.04 97.03 3455 | 3 0.03 97.06 3460 | 4 0.04 97.10 3470 | 12 0.12 97.22 3480 | 1 0.01 97.23 3490 | 8 0.08 97.31 3499 | 1 0.01 97.32 3530 | 1 0.01 97.33 3550 | 1 0.01 97.34 3556 | 1 0.01 97.35 3558 | 2 0.02 97.37 3560 | 3 0.03 97.40 3570 | 3 0.03 97.43 3590 | 1 0.01 97.44 3600 | 1 0.01 97.45 3620 | 2 0.02 97.47 3641 | 10 0.10 97.57 3645 | 1 0.01 97.58 3670 | 5 0.05 97.63 3686 | 2 0.02 97.65 3690 | 6 0.06 97.71 3697 | 2 0.02 97.73 3720 | 1 0.01 97.74 3730 | 4 0.04 97.78 3760 | 5 0.05 97.83 3770 | 15 0.15 97.98 3790 | 11 0.11 98.09 3800 | 3 0.03 98.12 3810 | 1 0.01 98.13 3851 | 2 0.02 98.15 3853 | 2 0.02 98.17 3860 | 2 0.02 98.19 3870 | 13 0.13 98.32 3880 | 2 0.02 98.34 3900 | 2 0.02 98.36 3920 | 4 0.04 98.40 3930 | 2 0.02 98.42 3950 | 4 0.04 98.46 3960 | 2 0.02 98.48 3970 | 3 0.03 98.51 3990 | 1 0.01 98.52 3993 | 2 0.02 98.54 4000 | 4 0.04 98.58 4010 | 3 0.03 98.61 4020 | 7 0.07 98.68 4027 | 2 0.02 98.70 4030 | 3 0.03 98.73 4040 | 13 0.13 98.86 4045 | 1 0.01 98.87 4050 | 16 0.16 99.03 4060 | 4 0.04 99.07 4069 | 1 0.01 99.08 4070 | 4 0.04 99.12 4080 | 1 0.01 99.13 4090 | 1 0.01 99.14 4110 | 2 0.02 99.16 4120 | 8 0.08 99.24 4124 | 4 0.04 99.28 4126 | 1 0.01 99.29 4130 | 7 0.07 99.36 4163 | 6 0.06 99.42 4190 | 5 0.05 99.47 4200 | 1 0.01 99.48 4210 | 1 0.01 99.49 4220 | 1 0.01 99.50 4230 | 1 0.01 99.51 4239 | 2 0.02 99.53 4258 | 2 0.02 99.55 4260 | 1 0.01 99.56 4265 | 1 0.01 99.57 4266 | 1 0.01 99.58 4267 | 2 0.02 99.60 4270 | 1 0.01 99.61 4280 | 1 0.01 99.62 4290 | 7 0.07 99.69 4291 | 3 0.03 99.72 4790 | 1 0.01 99.73 4910 | 1 0.01 99.74 5340 | 1 0.01 99.75 5460 | 1 0.01 99.76 5490 | 1 0.01 99.77 5980 | 1 0.01 99.78 9997 | 12 0.12 99.90 9999 | 10 0.10 100.00 ------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 18 Apr 2016