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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40,545 | GE | GENERAL ELECTRIC CO | 0000040545-10-000010 | 3,600 | 2,009 | FY | 2010-02-19 | 2009-12-31 | 781,818,000,000 | null | 72,260,000,000 | null | 16,458,000,000 | 11,987,000,000 | 69,212,000,000 | 65,574,000,000 | 11,929,000,000 | 656,682,000,000 | null | 19,703,000,000 | null | null | 117,291,000,000 | 126,363,000,000 | 156,783,000,000 | 50,580,000,000 | null | null | 11,025,000,000 | 1.01 | 1.01 | null | -1,090,000,000 | 10,636,000,000 | null | null | 24,593,000,000 | 8,634,000,000 | null | 10,663,075,000 | 15,959,000,000 | 10.999735 | null | null | 0.07032 | 0.093997 | 0.014102 | null | null | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 15.810407 | null | 3.731381 | null | null | 2.230658 | -0.017354 | 0.10179 | -0.181087 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.018581 | 0.014025 | 0.056145 | -0.041918 | 0.468833 | 0.649414 | 0.097901 | null | true | false | true | true | false | 0.001183 | -0.007273 | 0.283537 | -0.060485 | 0.356443 | 0.297638 | true | false | 0.266467 | 0.242925 | 0.348131 | 0.124688 | 0.824363 | 0.805369 | 0.458824 | null | 0.278125 | 0.239808 | 0.461905 | 0.109974 | 0.646875 | 0.662879 | 2026-04-18T20:50:48.800000 | train |
106,535 | WY | WEYERHAEUSER CO | 0001193125-10-041278 | 2,400 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 15,250,000,000 | null | 1,869,000,000 | null | null | null | null | null | null | 11,196,000,000 | null | null | null | null | 4,044,000,000 | 2,658,000,000 | 5,528,000,000 | null | null | -447,000,000 | -545,000,000 | null | null | null | -274,000,000 | null | null | null | -162,000,000 | 187,000,000 | 127,000,000 | 211,358,955 | -349,000,000 | 19.133327 | null | -0.080861 | -0.098589 | -0.134768 | -0.035738 | null | null | 0 | 0 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 19.133327 | null | null | 0.297248 | -0.025115 | -0.063133 | -0.504865 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | -0.550268 | 0.140455 | 3.350459 | 0.185239 | 5.592593 | 2.575931 | 0.277754 | 0.15229 | true | true | true | true | false | -0.584648 | 0.054154 | 1.607339 | 0.124457 | 2.796296 | 1.226361 | true | false | 0.04491 | 0.667453 | 0.946262 | 0.735661 | 0.985836 | 0.919463 | 0.884706 | 0.943463 | 0.078125 | 0.36211 | 0.828571 | 0.419437 | 0.975 | 0.859848 | 2026-04-18T20:50:48.800000 | train |
1,385,187 | null | COVIDIEN PLC | 0001193125-10-012479 | 3,841 | 2,010 | Q1 | 2010-01-26 | 2009-12-31 | 17,350,000,000 | 5,428,000,000 | 1,513,000,000 | null | 1,745,000,000 | 1,324,000,000 | 2,661,000,000 | 6,118,000,000 | 1,700,000,000 | 8,952,000,000 | 2,207,000,000 | 519,000,000 | 2,709,000,000 | 2,709,000,000 | 8,398,000,000 | 1,587,000,000 | 2,749,000,000 | 1,257,000,000 | 1,492,000,000 | 552,000,000 | 412,000,000 | 0.82 | 0.82 | 43,000,000 | 110,000,000 | 120,000,000 | null | 834,000,000 | 453,000,000 | 88,000,000 | 90,000,000 | 500,017,406 | 365,000,000 | 16.795415 | 0.542743 | 0.2008 | 0.149873 | 0.049059 | 0.023746 | 0.322577 | 2.459447 | 1 | 1 | null | 1 | null | null | null | null | null | null | 1.641816 | grey | false | 1 | 17.603278 | -7.047755 | 1.15996 | 6.441776 | null | 1.099515 | -0.002363 | 0.132776 | -0.224141 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.120315 | 0.109074 | 0.036408 | 0.007275 | null | null | 0.045845 | -0.002534 | false | false | true | true | false | 0.262422 | 0.219457 | 0.199029 | 0.054202 | null | null | true | false | 0.628743 | 0.584906 | 0.324766 | 0.201995 | null | null | 0.192941 | 0.310954 | 0.690625 | 0.642686 | 0.409524 | 0.2711 | null | null | 2026-04-18T20:50:48.800000 | train |
103,379 | VFC | V F CORP | 0000950123-10-020525 | 2,320 | 2,009 | FY | 2010-03-03 | 2009-12-31 | 6,470,657,000 | 2,629,356,000 | 731,549,000 | null | 776,140,000 | 958,639,000 | 614,178,000 | 1,367,680,000 | 1,535,121,000 | null | 1,092,583,000 | 373,186,000 | null | null | 3,813,285,000 | 2,050,109,000 | 7,220,286,000 | 4,025,122,000 | null | 736,817,000 | 461,271,000 | 4.18 | 4.13 | null | 196,215,000 | 113,207,000 | null | 2,336,394,000 | 973,485,000 | null | 261,682,000 | 110,285,132 | null | 34.576601 | null | 0.102048 | 0.063885 | 0.120964 | 0.071287 | null | 2.40655 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 57.02569 | null | 8.255728 | 13.934544 | null | 2.110441 | -0.07916 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.034588 | 0.01257 | 0.238669 | 0.066798 | 0.028554 | null | 0.147975 | 0.004521 | true | true | true | true | false | 0.183982 | 0.186901 | 0.925309 | 0.310091 | 0.110825 | null | true | false | 0.332335 | 0.240566 | 0.537383 | 0.446384 | 0.473088 | null | 0.651765 | 0.420495 | 0.5875 | 0.592326 | 0.697619 | 0.682864 | 0.459375 | null | 2026-04-18T20:50:48.800000 | train |
1,022,646 | null | ULTRA PETROLEUM CORP | 0000950123-10-018286 | 1,311 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 2,060,005,000 | 153,741,000 | 14,254,000 | null | null | 4,498,000 | 73,435,000 | null | null | null | 291,191,000 | null | 795,000,000 | 795,000,000 | 648,197,000 | 281,383,000 | null | null | null | -802,651,000 | -451,053,000 | -2.98 | -2.98 | 37,167,000 | -245,136,000 | null | null | 19,772,000 | 592,641,000 | -1,300,000 | null | 151,367,000 | 593,941,000 | 4.282287 | null | null | null | -0.695858 | -0.218957 | 1.226479 | 0.527973 | 0 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 4.282287 | -0.908058 | null | -1.313905 | -0.506646 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | 2016-05-03 | 11 | -0.998257 | 0.757145 | 2.029722 | null | 0.391615 | 0.384457 | 0.407786 | null | true | false | true | true | false | -0.997559 | 1.45868 | 2.004764 | null | 0.743538 | null | true | false | 0.032934 | 0.974057 | 0.892523 | null | 0.8017 | 0.748322 | 0.948235 | null | 0.05 | 0.966427 | 0.852381 | null | 0.796875 | null | 2026-04-18T20:50:48.800000 | train |
796,343 | ADBE | ADOBE SYSTEMS INC | 0000796343-10-000003 | 7,372 | 2,009 | FY | 2010-01-22 | 2009-11-30 | 7,282,237,000 | 2,473,624,000 | 999,487,000 | 904,986,000 | 410,879,000 | null | 388,132,000 | 3,494,589,000 | 527,388,000 | 2,391,669,000 | 844,553,000 | 58,904,000 | 1,000,000,000 | 1,000,000,000 | 4,890,568,000 | 5,299,914,000 | 2,945,853,000 | 296,732,000 | 2,649,121,000 | 690,513,000 | 386,508,000 | 0.74 | 0.73 | 3,407,000 | 315,012,000 | 282,423,000 | null | 298,749,000 | 1,117,772,000 | 119,592,000 | null | 522,657,000 | 998,180,000 | 9.357127 | 0.899271 | 0.234402 | 0.131204 | 0.079031 | 0.053075 | 0.204475 | 2.928915 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.340139 | grey | false | 1 | 12.481833 | 0.156805 | 1.661876 | 3.116903 | null | 2.891976 | -0.100417 | 0.338842 | 0.533642 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.10563 | 0.061715 | 1.004305 | 0.289949 | -0.004274 | -0.054927 | 0.149195 | 0.026934 | true | true | true | true | false | 0.290023 | 0.22405 | -0.520815 | -0.645189 | -0.718759 | -0.736245 | true | false | 0.577844 | 0.410377 | 0.773364 | 0.865337 | 0.430595 | 0.486577 | 0.654118 | 0.657244 | 0.74375 | 0.652278 | 0.116667 | 0.01023 | 0.04375 | 0.151515 | 2026-04-18T20:50:48.800000 | train |
33,213 | EQT | EQT CORP | 0001104659-10-007860 | 4,923 | 2,009 | FY | 2010-02-18 | 2009-12-31 | 5,957,257,000 | 695,166,000 | 0 | null | 155,574,000 | null | 4,914,731,000 | null | null | 3,806,227,000 | 612,674,000 | 248,987,000 | 1,949,200,000 | 1,949,200,000 | 2,151,030,000 | 1,695,358,000 | null | null | null | 356,791,000 | 156,929,000 | 1.2 | 1.19 | 111,779,000 | 96,668,000 | 196,078,000 | null | 176,703,000 | 725,741,000 | 963,908,000 | 115,368,000 | null | -238,167,000 | null | null | null | null | 0.072955 | 0.026342 | 0.906171 | 1.134643 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 4.624646 | -0.095482 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.431266 | 0.450975 | null | 0.088184 | -0.919628 | 0.07396 | null | true | true | true | true | false | null | 0.670748 | 2.057236 | null | null | null | true | false | null | 0.919811 | 0.640187 | null | 0.566572 | 0.097315 | 0.355294 | null | null | 0.911271 | 0.861905 | null | null | null | 2026-04-18T20:50:48.800000 | train |
895,421 | MS-PL | MORGAN STANLEY | 0001193125-10-042763 | 6,211 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 771,462,000,000 | null | 31,991,000,000 | null | 27,594,000,000 | null | 7,067,000,000 | 7,162,000,000 | 5,054,000,000 | 718,682,000,000 | null | null | 193,374,000,000 | 193,374,000,000 | 46,688,000,000 | 35,056,000,000 | 23,358,000,000 | null | null | null | 1,346,000,000 | -0.77 | -0.77 | 6,712,000,000 | -336,000,000 | 1,224,000,000 | null | null | -45,951,000,000 | null | 1,732,000,000 | 1,360,595,214 | null | 34.314394 | null | null | 0.057625 | 0.02883 | 0.001745 | 4.141835 | null | 1 | 0 | null | 0 | null | null | null | null | null | null | null | null | null | 1 | null | null | 25.33597 | null | null | -34.13893 | 0.061308 | null | null | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.102669 | 0.22539 | 2.494056 | 0.353797 | 1.877174 | null | 0.082204 | null | true | true | true | true | false | -0.061618 | 0.329014 | 2.053492 | 0.387233 | 1.145459 | null | true | false | 0.562874 | 0.787736 | 0.915888 | 0.905237 | 0.966006 | null | 0.385882 | null | 0.221875 | 0.760192 | 0.857143 | 0.772379 | 0.896875 | null | 2026-04-18T20:50:48.800000 | train |
1,070,412 | CNX | CONSOL ENERGY INC | 0001193125-10-025522 | 1,221 | 2,009 | FY | 2010-02-09 | 2009-12-31 | 7,725,401,000 | 941,036,000 | 65,607,000 | null | 317,460,000 | 307,597,000 | 6,124,290,000 | null | null | 5,700,922,000 | 1,428,586,000 | 269,560,000 | 363,729,000 | 363,729,000 | 1,785,548,000 | 1,456,898,000 | 4,621,875,000 | null | null | null | 539,717,000 | 2.99 | 2.95 | 31,419,000 | 221,203,000 | 437,417,000 | null | 130,704,000 | 945,451,000 | 920,080,000 | 72,292,000 | 181,086,267 | 25,371,000 | 9.860207 | null | null | 0.116774 | 0.30227 | 0.069863 | 0.203707 | 0.658718 | 1 | 1 | null | 1 | null | null | null | null | null | null | 1.161763 | distress | true | 1 | 25.755493 | -26.285185 | 9.860207 | -2.692363 | null | 1.751753 | -0.052519 | 0.005489 | -0.290985 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.32039 | 0.649061 | -0.357476 | 0.132878 | 0.196584 | -1.895195 | 0.117773 | null | false | false | true | true | false | 0.612853 | 1.022284 | 0.171905 | 0.323541 | 0.615743 | 4.724449 | true | false | 0.892216 | 0.966981 | 0.10514 | 0.628429 | 0.699717 | 0.033557 | 0.555294 | null | 0.903125 | 0.947242 | 0.380952 | 0.700767 | 0.759375 | 0.969697 | 2026-04-18T20:50:48.800000 | train |
72,333 | null | NORDSTROM INC | 0000950123-10-026782 | 5,651 | 2,009 | FY | 2010-03-22 | 2010-01-31 | 6,579,000,000 | 4,054,000,000 | 795,000,000 | null | 2,035,000,000 | 898,000,000 | 2,242,000,000 | 53,000,000 | null | null | 2,014,000,000 | 726,000,000 | null | null | 1,572,000,000 | 525,000,000 | 8,627,000,000 | null | null | 834,000,000 | 441,000,000 | 2.03 | 2.01 | 138,000,000 | 255,000,000 | 313,000,000 | null | null | null | 360,000,000 | 139,000,000 | 217,700,000 | null | 7.220946 | null | 0.096673 | 0.051119 | 0.280534 | 0.067031 | null | 2.01291 | 1 | 0 | null | 0 | null | null | null | null | null | null | null | null | null | 0 | 18.160857 | null | 6.977492 | 9.370694 | null | null | null | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.283854 | 0.285623 | 0.390023 | 0.124377 | null | null | 0.303315 | null | true | true | true | true | false | 0.30481 | 0.244275 | 0.548753 | 0.260809 | null | null | true | false | 0.853293 | 0.853774 | 0.61215 | 0.613466 | null | null | 0.901176 | null | 0.7625 | 0.678657 | 0.595238 | 0.639386 | null | null | 2026-04-18T20:50:48.800000 | train |
1,043,277 | CHRW | C H ROBINSON WORLDWIDE INC | 0001193125-10-044679 | 4,731 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 1,834,248,000 | 1,307,269,000 | 337,308,000 | 48,310,000 | 885,543,000 | null | 117,699,000 | 361,666,000 | 18,371,000 | 754,348,000 | 731,807,000 | 529,256,000 | null | null | 1,079,900,000 | 1,402,306,000 | 7,577,189,000 | 1,426,710,000 | null | 584,811,000 | 360,830,000 | 2.15 | 2.13 | null | 226,231,000 | 30,514,000 | null | null | 372,571,000 | 34,466,000 | 162,865,000 | 167,098,000 | 338,105,000 | 6.462675 | null | 0.07718 | 0.047621 | 0.334133 | 0.196718 | null | 1.786358 | 1 | 1 | null | 1 | null | null | null | null | null | null | 6.587037 | safe | false | 1 | 17.681399 | 3.308962 | 4.188339 | 3.443859 | null | 1.032539 | -0.006401 | 0.044621 | 0.585497 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.122032 | 0.114981 | 0.072599 | 0.223977 | -0.074595 | -0.032664 | 0.321432 | -0.010021 | false | false | true | true | false | 0.181969 | 0.156101 | 0.196164 | 0.36414 | 0.153369 | 0.164668 | true | false | 0.649701 | 0.603774 | 0.366822 | 0.785536 | 0.362606 | 0.5 | 0.915294 | 0.208481 | 0.58125 | 0.549161 | 0.407143 | 0.746803 | 0.496875 | 0.617424 | 2026-04-18T20:50:48.800000 | train |
1,021,860 | NOV | NATIONAL OILWELL VARCO INC | 0000950123-10-017647 | 3,533 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 21,532,000,000 | 9,598,000,000 | 2,622,000,000 | null | 2,187,000,000 | 3,490,000,000 | 1,836,000,000 | 5,489,000,000 | null | 7,304,000,000 | 4,174,000,000 | 584,000,000 | 876,000,000 | 876,000,000 | 14,113,000,000 | 5,805,000,000 | 12,712,000,000 | 8,928,000,000 | 3,784,000,000 | 2,315,000,000 | 1,469,000,000 | 3.53 | 3.52 | 53,000,000 | 735,000,000 | 490,000,000 | null | 1,322,000,000 | 2,095,000,000 | 250,000,000 | 460,000,000 | 418,451,731 | 1,845,000,000 | 33.72671 | 0.297671 | 0.182111 | 0.11556 | 0.104088 | 0.068224 | 0.06207 | 2.299473 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.135376 | grey | false | 1 | 51.756583 | 5.482114 | 20.609307 | 12.962068 | null | 1.42614 | -0.029073 | 0.145138 | -0.021963 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.108723 | 0.115851 | 0.134786 | -0.043738 | -0.263962 | -0.289973 | 0.105855 | 0.019188 | true | true | true | true | false | 0.232376 | 0.248423 | 0.357386 | 0.153084 | 0.022912 | -0.100271 | true | false | 0.592814 | 0.610849 | 0.439252 | 0.119701 | 0.192635 | 0.315436 | 0.505882 | 0.60424 | 0.65625 | 0.685851 | 0.52381 | 0.473146 | 0.390625 | 0.44697 | 2026-04-18T20:50:48.800000 | train |
1,135,152 | null | FMC TECHNOLOGIES INC | 0001193125-10-044365 | 3,533 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 3,509,500,000 | 2,225,600,000 | 460,700,000 | null | null | 591,800,000 | 581,900,000 | 272,700,000 | 154,600,000 | null | 1,678,500,000 | 343,900,000 | 391,600,000 | 391,600,000 | 1,102,800,000 | 1,438,900,000 | 4,405,400,000 | 3,434,500,000 | null | null | 361,800,000 | 2.91 | 2.88 | 11,900,000 | 155,100,000 | 78,300,000 | 51,300,000 | 389,500,000 | 594,500,000 | 110,000,000 | null | 121,800,000 | 484,500,000 | 9.054187 | null | null | 0.082126 | 0.328074 | 0.103092 | 0.355096 | 1.325946 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 24.347955 | null | 5.545977 | 4.49179 | null | 1.643173 | -0.066306 | 0.109979 | 0.017332 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.209284 | 0.189427 | 0.037866 | -0.063513 | -0.671489 | -0.829102 | 0.28627 | null | false | true | true | true | false | -0.338345 | 0.291803 | 0.10503 | 0.157443 | -0.722792 | -1.225387 | true | false | 0.799401 | 0.742925 | 0.329439 | 0.082294 | 0.03966 | 0.114094 | 0.889412 | null | 0.11875 | 0.726619 | 0.340476 | 0.493606 | 0.040625 | 0.106061 | 2026-04-18T20:50:48.800000 | train |
81,061 | null | PUBLIX SUPER MARKETS INC | 0001193125-10-043015 | 5,411 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 9,004,292,000 | 2,449,352,000 | 370,516,000 | 110,499,000 | 506,500,000 | null | 4,261,584,000 | null | null | 2,704,668,000 | 1,950,941,000 | 1,125,073,000 | null | null | 6,299,624,000 | 4,637,884,000 | 24,514,960,000 | 17,592,679,000 | null | 1,680,913,000 | 1,161,442,000 | null | null | null | 613,272,000 | 496,106,000 | null | null | 1,998,232,000 | 693,489,000 | 325,295,000 | 780,566,000 | 1,304,743,000 | 8.070585 | null | 0.068567 | 0.047377 | 0.184367 | 0.128988 | null | 1.255472 | 1 | 1 | null | 1 | null | null | null | null | null | null | 4.751359 | safe | false | 1 | null | -0.327091 | 8.070585 | 0.638525 | null | 1.720475 | -0.092932 | 0.053222 | 0.557716 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.151949 | 0.152543 | 0.152143 | 0.033167 | 0.133986 | 0.377618 | 0.184303 | 0.007291 | true | true | true | true | false | -0.021238 | -0.022355 | 0.284581 | 0.10866 | 0.171629 | 0.332243 | true | false | 0.712575 | 0.683962 | 0.455607 | 0.331671 | 0.631728 | 0.741611 | 0.755294 | 0.462898 | 0.25 | 0.22542 | 0.464286 | 0.370844 | 0.515625 | 0.67803 | 2026-04-18T20:50:48.800000 | train |
931,148 | EAF | GRAFTECH INTERNATIONAL LTD | 0001193125-10-037566 | 3,620 | 2,009 | FY | 2010-02-23 | 2009-12-31 | 892,608,000 | 428,898,000 | 50,181,000 | null | null | 245,511,000 | 371,991,000 | 9,037,000 | null | null | 180,329,000 | 33,928,000 | 1,467,000 | 1,467,000 | 577,059,000 | -305,202,000 | 659,044,000 | 467,939,000 | 191,105,000 | 98,612,000 | 12,550,000 | 0.1 | 0.1 | 5,609,000 | 24,144,000 | 32,737,000 | 10,168,000 | 82,325,000 | 170,329,000 | 56,220,000 | null | null | 114,109,000 | null | 0.289973 | 0.149629 | 0.019043 | 0.021748 | 0.01406 | 0.002542 | 2.378419 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 13.572032 | -0.176762 | 0.173143 | 1.09405 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | false | false | null | 1.322023 | 11.205896 | 1.00318 | -0.5503 | -1.701251 | true | false | null | null | null | null | null | null | null | null | null | 0.956835 | 0.980952 | 0.966752 | 0.071875 | 0.083333 | 2026-04-18T20:50:48.800000 | train |
1,141,982 | null | COOPER INDUSTRIES PLC | 0000950123-10-014528 | 3,640 | 2,009 | FY | 2010-02-19 | 2009-12-31 | 5,984,400,000 | 1,901,600,000 | 381,600,000 | 0 | 797,700,000 | 483,900,000 | 731,700,000 | 2,643,200,000 | null | 3,021,100,000 | 954,700,000 | 384,400,000 | 922,700,000 | 922,700,000 | 2,963,300,000 | 3,254,100,000 | 5,069,600,000 | 3,483,800,000 | null | 544,100,000 | 439,100,000 | 2.62 | 2.61 | null | 69,100,000 | 145,600,000 | null | 1,011,800,000 | 751,900,000 | 126,700,000 | 167,400,000 | null | 625,200,000 | null | null | 0.107326 | 0.086614 | 0.148179 | 0.073374 | 0.311376 | 1.99183 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.113911 | grey | false | 1 | null | null | null | null | null | 1.712366 | -0.052269 | 0.123323 | 0.030048 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.081936 | 0.010704 | -0.00073 | -0.06836 | -0.037108 | 0.138424 | 0.007066 | false | true | true | true | false | null | 0.193264 | 0.884764 | 0.067027 | -0.253491 | -0.302143 | true | false | null | 0.483491 | 0.301402 | 0.184539 | 0.371105 | 0.493289 | 0.618824 | 0.45583 | null | 0.601918 | 0.685714 | 0.299233 | 0.175 | 0.329545 | 2026-04-18T20:50:48.800000 | train |
200,406 | JNJ | JOHNSON & JOHNSON | 0000950123-10-019392 | 2,834 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 94,682,000,000 | 39,541,000,000 | 15,810,000,000 | 3,615,000,000 | 9,646,000,000 | 5,180,000,000 | 14,759,000,000 | 14,862,000,000 | 16,323,000,000 | 44,094,000,000 | 21,731,000,000 | 5,541,000,000 | 8,223,000,000 | 8,223,000,000 | 50,588,000,000 | 70,306,000,000 | 61,897,000,000 | 18,447,000,000 | 43,450,000,000 | null | 12,266,000,000 | 4.45 | 4.4 | 451,000,000 | 3,489,000,000 | 2,774,000,000 | null | 19,801,000,000 | 16,571,000,000 | 2,365,000,000 | null | 2,759,500,000 | 14,206,000,000 | 18.332307 | 0.701973 | null | 0.198168 | 0.242469 | 0.129549 | 0.162548 | 1.819567 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.429895 | grey | false | 1 | 42.842995 | -1.649937 | 7.031346 | 6.454068 | null | 1.35097 | -0.045468 | 0.22951 | 0.188356 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.12172 | 0.118427 | 0.08707 | -0.005008 | -0.011224 | -0.014431 | 0.23567 | null | true | true | true | true | false | 0.138022 | 0.128331 | -0.211479 | 0.050616 | -0.137167 | -0.19717 | true | false | 0.640719 | 0.620283 | 0.385514 | 0.174564 | 0.427762 | 0.52349 | 0.849412 | null | 0.50625 | 0.501199 | 0.17381 | 0.263427 | 0.25 | 0.393939 | 2026-04-18T20:50:48.800000 | train |
93,410 | CVX | CHEVRON CORP | 0000950123-10-016846 | 2,911 | 2,009 | FY | 2010-02-25 | 2009-12-31 | 164,621,000,000 | 37,216,000,000 | 8,716,000,000 | 106,000,000 | null | 5,529,000,000 | 96,468,000,000 | 4,618,000,000 | null | 72,060,000,000 | 26,211,000,000 | 16,437,000,000 | 9,829,000,000 | 9,829,000,000 | 91,914,000,000 | 106,289,000,000 | 171,636,000,000 | null | null | null | 10,483,000,000 | 5.26 | 5.24 | 28,000,000 | 7,965,000,000 | 12,110,000,000 | null | 4,527,000,000 | 19,373,000,000 | 19,843,000,000 | 5,302,000,000 | null | -470,000,000 | null | null | null | 0.061077 | 0.114052 | 0.06368 | 0.106937 | 1.419862 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.519761 | grey | false | 1 | null | null | null | null | null | 1.84804 | -0.054003 | -0.002738 | -0.043789 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.143253 | 0.814748 | 0.193969 | 0.618696 | 25.993617 | 0.181041 | null | true | true | true | true | false | null | 0.320604 | 1.565582 | 0.478163 | 1.121406 | 32.059574 | true | false | null | 0.674528 | 0.75 | 0.745636 | 0.869688 | 0.993289 | 0.748235 | null | null | 0.757794 | 0.819048 | 0.83376 | 0.89375 | 0.996212 | 2026-04-18T20:50:48.800000 | train |
13,610 | null | BOWNE & CO INC | 0000950123-10-019786 | 2,750 | 2,009 | FY | 2010-03-02 | 2009-12-31 | 460,874,000 | 200,871,000 | 22,061,000 | 210,000 | 105,067,000 | 26,831,000 | 117,218,000 | 51,076,000 | 36,397,000 | 209,407,000 | 116,350,000 | 47,243,000 | null | null | 251,467,000 | 293,040,000 | 675,797,000 | 450,082,000 | null | -11,256,000 | -16,590,000 | -0.5 | -0.5 | 6,145,000 | -3,659,000 | 27,282,000 | null | 179,663,000 | 43,055,000 | 17,299,000 | 2,265,000 | 40,084,752 | 25,756,000 | 6.273383 | null | -0.016656 | -0.024549 | -0.065973 | -0.035997 | null | 1.726437 | 0 | 1 | null | 1 | null | null | null | null | null | null | 2.542726 | grey | false | 1 | null | -0.212949 | 4.091182 | 2.108557 | null | -2.595238 | -0.129417 | 0.038112 | 0.114199 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | false | false | null | null | null | null | null | null | false | false | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 2026-04-18T20:50:48.800000 | train |
1,037,676 | null | ARCH COAL INC | 0000950123-10-019343 | 1,221 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 4,840,596,000 | 686,782,000 | 61,138,000 | null | 190,738,000 | 240,776,000 | 3,366,186,000 | 113,701,000 | null | 2,716,528,000 | 631,727,000 | 128,402,000 | 1,540,223,000 | 1,540,223,000 | 2,115,106,000 | 465,934,000 | null | null | null | 123,714,000 | 42,169,000 | 0.28 | 0.28 | 105,932,000 | -16,775,000 | 301,608,000 | null | 97,787,000 | 382,980,000 | 323,150,000 | 54,969,000 | 150,963,000 | 59,830,000 | 14.010758 | null | null | null | 0.019937 | 0.008712 | 0.728201 | 1.08715 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 9.395093 | -13.445321 | 13.257586 | 0.364692 | null | 9.082027 | -0.070407 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | 2016-01-11 | 11 | -0.016618 | 0.05787 | 2.767151 | null | 0.820322 | 5.392947 | 0.070997 | null | true | true | true | true | false | null | null | null | null | null | null | false | false | 0.203593 | 0.398585 | 0.929907 | null | 0.903683 | 0.963087 | 0.338824 | null | null | null | null | null | null | null | 2026-04-18T20:50:48.800000 | train |
80,661 | PGR | PROGRESSIVE CORP/OH/ | 0001193125-10-044296 | 6,331 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 20,049,300,000 | null | 160,700,000 | 1,078,000,000 | null | null | 961,300,000 | null | null | 14,300,700,000 | null | null | 2,177,200,000 | 2,177,200,000 | 5,748,600,000 | 3,683,100,000 | 14,563,600,000 | null | null | null | 1,057,500,000 | 1.59 | 1.57 | 139,000,000 | 499,400,000 | null | null | null | 1,486,800,000 | 66,600,000 | 0 | 666,800,000 | 1,420,200,000 | 8.621176 | null | null | 0.072613 | 0.183958 | 0.052745 | 0.378736 | null | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 17.561964 | null | 8.621176 | null | null | 1.405957 | -0.021412 | 0.097517 | -0.205375 | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.066473 | 0.052239 | 0.010213 | 0.027445 | 0.129473 | 0.136882 | 0.176611 | null | false | false | true | true | false | 0.065221 | 0.010107 | -0.039716 | 0.064853 | 0.007466 | -0.000845 | true | false | 0.422156 | 0.377358 | 0.299065 | 0.294264 | 0.626062 | 0.647651 | 0.724706 | null | 0.359375 | 0.282974 | 0.25 | 0.294118 | 0.371875 | 0.537879 | 2026-04-18T20:50:48.800000 | train |
886,982 | GSCE | GOLDMAN SACHS GROUP INC | 0000950123-10-018464 | 6,211 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 848,942,000,000 | null | null | null | null | null | null | null | null | 778,228,000,000 | null | null | null | null | 70,714,000,000 | 50,252,000,000 | null | null | null | null | 13,385,000,000 | 23.74 | 22.13 | null | 6,444,000,000 | null | null | null | null | null | 2,205,000,000 | 515,113,890 | null | 137.278379 | null | null | null | 0.189284 | 0.015767 | null | null | 1 | 0 | null | 0 | null | null | null | null | null | null | null | null | null | 0 | 270.790041 | null | 137.278379 | null | null | null | null | null | null | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.110272 | 0.093928 | -0.375869 | null | null | null | 0.107994 | null | false | false | true | true | false | 0.056041 | -0.004737 | -0.668136 | null | null | null | true | false | 0.60479 | 0.540094 | 0.100467 | null | null | null | 0.512941 | null | 0.340625 | 0.247002 | 0.102381 | null | null | null | 2026-04-18T20:50:48.800000 | train |
1,113,169 | TROW | PRICE T ROWE GROUP INC | 0000950123-10-009025 | 6,200 | 2,009 | FY | 2010-02-05 | 2009-12-31 | 3,210,300,000 | null | 743,300,000 | null | 246,200,000 | null | 512,800,000 | 665,700,000 | null | 328,100,000 | null | null | null | null | 2,882,200,000 | null | 1,871,900,000 | null | 1,867,400,000 | 701,600,000 | 433,600,000 | null | null | null | 255,300,000 | null | null | null | 535,600,000 | 133,900,000 | 256,900,000 | 258,534,000 | 401,700,000 | 11.148244 | 0.997596 | 0.374806 | 0.231636 | 0.150441 | 0.135065 | null | null | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 8.57334 | null | null | 1.23524 | -0.031773 | 0.214595 | 0.027793 | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.142745 | 0.143744 | 0.550277 | 0.266467 | 0.368185 | 0.530495 | 0.203913 | 0.062406 | true | true | true | true | false | 0.211494 | 0.186836 | 0.78321 | null | null | null | true | false | 0.688623 | 0.676887 | 0.675234 | 0.845387 | 0.787535 | 0.781879 | 0.8 | 0.840989 | 0.621875 | 0.589928 | 0.666667 | null | null | null | 2026-04-18T20:50:48.800000 | train |
1,373,835 | null | SPECTRA ENERGY CORP. | 0001193125-10-040947 | 4,923 | 2,009 | FY | 2010-02-25 | 2009-12-31 | 24,079,000,000 | 1,429,000,000 | 196,000,000 | null | 778,000,000 | 321,000,000 | 15,347,000,000 | 3,948,000,000 | null | null | 2,495,000,000 | 333,000,000 | 8,947,000,000 | 8,947,000,000 | 7,125,000,000 | 1,096,000,000 | 4,552,000,000 | null | null | 1,475,000,000 | 848,000,000 | 1.32 | 1.32 | 610,000,000 | 353,000,000 | 584,000,000 | null | null | 1,760,000,000 | 980,000,000 | 631,000,000 | 647,000,000 | 780,000,000 | 11.012365 | null | 0.324033 | 0.186292 | 0.119018 | 0.035217 | 1.255719 | 0.572745 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 18.085 | null | 4.910355 | -1.647604 | null | 2.075472 | -0.037875 | 0.171353 | 0.016617 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.092622 | 0.096 | 0.237028 | 0.086336 | -0.2 | -0.920513 | 0.134332 | 0.01449 | true | true | true | true | false | 0.124975 | 0.13193 | 0.396226 | 0.175527 | 0.242045 | -0.652564 | true | false | 0.51497 | 0.558962 | 0.535047 | 0.526185 | 0.235127 | 0.09396 | 0.602353 | 0.558304 | 0.48125 | 0.503597 | 0.542857 | 0.526854 | 0.578125 | 0.185606 | 2026-04-18T20:50:48.800000 | train |
23,082 | null | COMPUTER SCIENCES CORP | 0000023082-10-000015 | 7,373 | 2,009 | Q3 | 2010-02-10 | 2009-12-31 | 16,196,000,000 | 8,297,000,000 | 2,427,000,000 | null | 3,935,000,000 | null | 2,330,000,000 | 3,921,000,000 | null | null | 3,562,000,000 | 415,000,000 | 4,176,000,000 | 4,176,000,000 | 6,621,000,000 | 5,450,000,000 | 3,953,000,000 | null | null | null | 211,000,000 | 1.38 | 1.36 | 50,000,000 | 75,000,000 | 280,000,000 | null | 239,000,000 | null | null | null | null | null | null | null | null | 0.053377 | 0.031868 | 0.013028 | 0.63072 | 2.329309 | 1 | 0 | null | 0 | null | null | null | null | null | null | null | null | null | 0 | null | null | null | null | null | null | null | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.082465 | 0.146919 | 0.013913 | null | null | 0.033766 | null | true | true | true | true | false | null | -0.5182 | -7.587678 | -0.047812 | null | null | true | false | null | 0.490566 | 0.448598 | 0.239401 | null | null | 0.134118 | null | null | 0.043165 | 0.016667 | 0.122762 | null | null | 2026-04-18T20:50:48.800000 | train |
318,154 | AMGN | AMGEN INC | 0001193125-10-044311 | 2,836 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 39,629,000,000 | 18,932,000,000 | 2,884,000,000 | 10,558,000,000 | 2,109,000,000 | 2,220,000,000 | 5,738,000,000 | 11,335,000,000 | 2,567,000,000 | null | 3,873,000,000 | 574,000,000 | null | null | 22,667,000,000 | -4,322,000,000 | 14,642,000,000 | null | null | 5,506,000,000 | 4,605,000,000 | 4.53 | 4.51 | 578,000,000 | 599,000,000 | 1,049,000,000 | null | 3,820,000,000 | 6,336,000,000 | 530,000,000 | null | 995,000,000 | 5,806,000,000 | 22.780905 | null | 0.376042 | 0.314506 | 0.203159 | 0.116203 | null | 4.8882 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 48.186551 | null | 8.809045 | 15.134673 | null | 1.375896 | -0.04368 | 0.396531 | 0.389178 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.127742 | 0.056337 | 0.004777 | 0.02807 | -0.086648 | -0.103169 | 0.193243 | -0.007676 | false | false | true | true | false | 0.049906 | -0.160498 | -0.200217 | 0.064199 | -0.192077 | -0.215983 | true | false | 0.664671 | 0.389151 | 0.28972 | 0.301746 | 0.351275 | 0.463087 | 0.781176 | 0.243816 | 0.325 | 0.119904 | 0.180952 | 0.29156 | 0.225 | 0.382576 | 2026-04-18T20:50:48.800000 | train |
1,126,294 | null | RRI ENERGY INC | 0000950123-10-016821 | 4,911 | 2,009 | FY | 2010-02-25 | 2009-12-31 | 7,460,694,000 | 1,977,650,000 | 943,440,000 | null | 152,569,000 | 331,584,000 | 4,602,313,000 | null | 305,913,000 | null | 929,963,000 | null | null | null | null | -1,972,389,000 | 1,824,839,000 | 1,129,249,000 | null | -413,457,000 | 402,812,000 | 1.15 | 1.15 | 186,296,000 | -125,349,000 | 269,191,000 | null | 100,745,000 | 193,529,000 | 189,511,000 | null | null | 4,018,000 | null | null | -0.226572 | 0.220738 | null | 0.053991 | null | 2.12659 | 1 | 1 | null | 0 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 0.480445 | 0.028051 | 0.002202 | -0.615112 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | 2017-06-14 | 11 | null | null | -1.124127 | 0.243945 | 0.059273 | -25.639124 | -0.008881 | 0.08384 | false | false | false | true | false | null | null | -0.751745 | null | 0.369304 | -47.042807 | true | false | null | null | 0.035047 | 0.830424 | 0.529745 | 0.006711 | 0.063529 | 0.876325 | null | null | 0.090476 | null | 0.659375 | 0.011364 | 2026-04-18T20:50:48.800000 | train |
1,048,286 | MAR | MARRIOTT INTERNATIONAL INC /MD/ | 0001193125-10-030603 | 7,011 | 2,009 | FY | 2010-02-12 | 2009-12-31 | 7,933,000,000 | 2,851,000,000 | 115,000,000 | null | null | 1,444,000,000 | 1,362,000,000 | 875,000,000 | 731,000,000 | null | 2,287,000,000 | 562,000,000 | 2,234,000,000 | 2,234,000,000 | 1,142,000,000 | 3,103,000,000 | 10,908,000,000 | null | null | -152,000,000 | -346,000,000 | -0.97 | -0.97 | 118,000,000 | -65,000,000 | 185,000,000 | null | 722,000,000 | 868,000,000 | 147,000,000 | 63,000,000 | null | 721,000,000 | null | null | -0.013935 | -0.03172 | -0.302977 | -0.043615 | 1.956217 | 1.246611 | 0 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | -2.508671 | -0.153032 | 0.066098 | 0.141038 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.387916 | 2.323699 | 0.071782 | 0.326037 | 0.170596 | 0.288959 | 0.073382 | true | true | true | true | false | null | -1.683888 | 1.572254 | 0.129171 | 0.254608 | 0.256588 | true | false | null | 0.915094 | 0.908879 | 0.471322 | 0.764873 | 0.674497 | 0.894118 | 0.858657 | null | 0.014388 | 0.821429 | 0.421995 | 0.596875 | 0.647727 | 2026-04-18T20:50:48.800000 | train |
1,059,324 | null | PETROHAWK ENERGY CORP | 0001193125-10-036866 | 1,311 | 2,009 | FY | 2010-02-23 | 2009-12-31 | 6,662,071,000 | 385,650,000 | 1,511,000 | 0 | 239,264,000 | null | 497,266,000 | 932,802,000 | 100,395,000 | null | 698,832,000 | 633,171,000 | 2,592,544,000 | 2,592,544,000 | 3,323,672,000 | -1,276,293,000 | 1,083,583,000 | null | null | -1,811,248,000 | -1,025,451,000 | -3.66 | -3.66 | 229,419,000 | -754,968,000 | null | null | 113,232,000 | 679,127,000 | null | null | 301,194,695 | null | 11.034962 | null | -1.671536 | -0.946352 | -0.30853 | -0.153924 | 0.780024 | 0.551849 | 0 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 7.604633 | -1.039799 | null | -0.662272 | -0.255863 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | false | false | 4,212,224.669174 | 0.398506 | 1.169826 | 0.937454 | 0.582211 | null | true | false | null | null | null | null | null | null | null | null | 1 | 0.805755 | 0.742857 | 0.961637 | 0.75 | null | 2026-04-18T20:50:48.800000 | train |
47,111 | HSY | HERSHEY CO | 0001193125-10-034780 | 2,060 | 2,009 | FY | 2010-02-19 | 2009-12-31 | 3,675,031,000 | 1,385,434,000 | 253,605,000 | null | 410,390,000 | 519,712,000 | null | 571,580,000 | 125,520,000 | 2,914,692,000 | 910,628,000 | 287,935,000 | null | null | 720,459,000 | 4,148,353,000 | 5,298,668,000 | 3,245,531,000 | null | null | 435,994,000 | null | null | null | 235,137,000 | 182,411,000 | null | 1,208,672,000 | 1,065,749,000 | 126,324,000 | null | null | 939,425,000 | null | null | null | 0.082284 | 0.605161 | 0.118637 | null | 1.521405 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 2.444412 | -0.17136 | 0.177295 | 0.612654 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.252418 | 0.16928 | 0.070271 | -0.154188 | -0.231567 | 0.564989 | null | true | false | true | true | false | null | 0.178446 | 0.442593 | 0.147607 | null | null | true | false | null | 0.830189 | 0.476636 | 0.46384 | 0.269122 | 0.348993 | 0.971765 | null | null | 0.582734 | 0.561905 | 0.465473 | null | null | 2026-04-18T20:50:48.800000 | train |
789,019 | MSFT | MICROSOFT CORP | 0001193125-10-015598 | 7,372 | 2,010 | Q2 | 2010-01-28 | 2009-12-31 | 82,096,000,000 | 52,487,000,000 | 9,422,000,000 | 26,677,000,000 | 11,196,000,000 | 589,000,000 | 7,402,000,000 | 12,368,000,000 | 1,346,000,000 | null | 25,715,000,000 | 3,171,000,000 | 3,746,000,000 | 3,746,000,000 | 44,283,000,000 | -18,283,000,000 | 19,022,000,000 | 3,628,000,000 | null | 8,513,000,000 | 6,662,000,000 | 0.75 | 0.74 | null | 2,221,000,000 | null | 2,079,000,000 | 1,124,000,000 | 4,969,000,000 | 376,000,000 | 1,152,000,000 | 8,811,000,000 | 4,593,000,000 | 5.025877 | null | 0.447534 | 0.350226 | 0.150441 | 0.081149 | 0.084592 | 2.041104 | 1 | 1 | null | 0 | null | null | null | null | null | null | null | null | null | 1 | 9.209325 | null | 3.469413 | 3.038475 | null | 0.745872 | 0.020622 | 0.241457 | -0.171689 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.147956 | 0.094799 | -0.004203 | 0.048943 | -0.157577 | -0.195515 | 0.136837 | -0.038323 | false | false | true | true | false | 0.522092 | 0.447982 | -0.005704 | 0.097939 | 0.179714 | 0.167864 | true | false | 0.694611 | 0.554245 | 0.280374 | 0.394015 | 0.263456 | 0.375839 | 0.614118 | 0.102473 | 0.875 | 0.82494 | 0.269048 | 0.350384 | 0.51875 | 0.621212 | 2026-04-18T20:50:48.800000 | train |
885,725 | BSX | BOSTON SCIENTIFIC CORP | 0000950123-10-017254 | 3,841 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 25,177,000,000 | 4,061,000,000 | 864,000,000 | null | null | 920,000,000 | 1,728,000,000 | 12,404,000,000 | 6,731,000,000 | null | 3,022,000,000 | 212,000,000 | null | null | 12,301,000,000 | -3,757,000,000 | 8,188,000,000 | 2,576,000,000 | 5,612,000,000 | -894,000,000 | -1,025,000,000 | -0.68 | -0.68 | 407,000,000 | -283,000,000 | 834,000,000 | null | 2,635,000,000 | 835,000,000 | 312,000,000 | null | 1,507,900,000 | 523,000,000 | 8.157703 | 0.685393 | -0.109184 | -0.125183 | -0.083327 | -0.040712 | null | 1.343812 | 0 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | -4.532131 | 0.689038 | null | -0.814634 | -0.073877 | 0.063874 | -0.130253 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | -0.08769 | -0.081701 | 1.230244 | -0.046654 | -0.610778 | -0.898662 | 0.020892 | 0.153893 | true | true | false | true | false | -0.039588 | -0.077067 | 1.430244 | -0.069126 | 0.207186 | 0.34608 | true | false | 0.152695 | 0.087264 | 0.803738 | 0.117207 | 0.050992 | 0.104027 | 0.105882 | 0.946996 | 0.2375 | 0.177458 | 0.792857 | 0.099744 | 0.540625 | 0.689394 | 2026-04-18T20:50:48.800000 | train |
920,148 | LH | LABORATORY CORP OF AMERICA HOLDINGS | 0000920148-10-000021 | 8,071 | 2,009 | FY | 2010-02-24 | 2009-12-31 | 4,837,800,000 | 935,600,000 | 148,500,000 | null | 574,200,000 | 90,000,000 | 500,800,000 | 1,897,100,000 | 1,342,200,000 | 2,731,700,000 | 1,018,400,000 | 183,100,000 | 977,200,000 | 977,200,000 | 2,106,100,000 | 2,927,900,000 | 4,694,700,000 | 2,723,800,000 | 1,970,900,000 | 935,900,000 | 543,300,000 | 5.06 | 4.98 | -62,900,000 | 329,000,000 | 195,100,000 | null | 958,900,000 | 862,400,000 | 114,700,000 | null | 105,300,000 | 747,700,000 | 20.00095 | 0.419814 | 0.199352 | 0.115726 | 0.257965 | 0.112303 | 0.463986 | 0.918696 | 1 | 1 | null | 1 | null | null | null | null | null | null | 2.312461 | grey | false | 1 | 47.719054 | -17.05698 | -10.761633 | -0.786325 | null | 1.587337 | -0.06596 | 0.159265 | 0.151669 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.204191 | 0.171027 | 0.027425 | 0.065862 | 0.024583 | 0.013107 | 0.226331 | -0.003745 | false | false | true | true | false | 0.279847 | 0.18869 | -0.043438 | 0.180544 | -0.007885 | -0.050555 | true | false | 0.790419 | 0.714623 | 0.315421 | 0.441397 | 0.467422 | 0.54698 | 0.837647 | 0.300353 | 0.721875 | 0.594724 | 0.245238 | 0.531969 | 0.353125 | 0.484848 | 2026-04-18T20:50:48.800000 | train |
1,053,112 | null | CABLEVISION SYSTEMS CORP /NY | 0001104659-10-009750 | 4,841 | 2,009 | FY | 2010-02-25 | 2009-12-31 | 9,325,725,000 | 2,055,365,000 | 354,748,000 | null | 614,860,000 | null | 3,315,586,000 | 1,100,702,000 | 197,272,000 | 14,468,984,000 | 2,070,240,000 | 401,347,000 | null | null | -5,155,955,000 | -4,749,714,000 | 7,773,276,000 | null | null | 1,415,468,000 | 285,572,000 | 0.98 | 0.96 | 753,485,000 | 235,702,000 | 1,084,248,000 | null | 1,893,804,000 | null | 810,304,000 | 123,499,000 | 291,759,000 | null | -17.671966 | null | 0.182094 | 0.036738 | -0.055387 | 0.030622 | null | 0.992815 | 1 | 0 | null | 0 | null | null | null | null | null | null | 0.674371 | distress | true | 0 | null | -42.54751 | -22.120754 | -0.050984 | null | null | null | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | -0.215433 | -0.22129 | 0.263947 | -0.06973 | null | null | -0.057321 | 0.029338 | true | false | false | true | false | -0.141661 | -0.08144 | 0.022008 | -0.137963 | null | null | true | false | 0.098802 | 0.040094 | 0.563084 | 0.074813 | null | null | 0.047059 | 0.671378 | 0.178125 | 0.165468 | 0.290476 | 0.069054 | null | null | 2026-04-18T20:50:48.800000 | train |
8,858 | AVT | AVNET INC | 0000950123-10-006586 | 5,065 | 2,010 | Q2 | 2010-01-29 | 2009-12-31 | 7,315,247,000 | 6,168,202,000 | 894,871,000 | null | 3,439,459,000 | 1,698,349,000 | 302,291,000 | 573,080,000 | null | 4,334,587,000 | 3,318,636,000 | 2,735,097,000 | 938,756,000 | 938,756,000 | 2,980,660,000 | 1,368,817,000 | 4,834,524,000 | 4,282,633,000 | 551,891,000 | 162,287,000 | 103,851,000 | 0.69 | 0.68 | 15,316,000 | 47,834,000 | null | null | 389,604,000 | null | null | null | 151,391,000 | null | 19.688489 | 0.114156 | 0.033568 | 0.021481 | 0.034842 | 0.014197 | 0.314949 | 1.858656 | 1 | 0 | null | 0 | null | null | null | null | null | null | 2.187582 | grey | false | 0 | 17.483243 | 12.111783 | 15.903059 | 18.822559 | null | null | null | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.149182 | 0.154845 | 0.358042 | 0.399827 | null | null | 0.040972 | 0.000063 | true | false | true | true | false | 0.330298 | 0.293365 | 0.415711 | 0.384536 | null | null | true | false | 0.697605 | 0.688679 | 0.591121 | 0.927681 | null | null | 0.178824 | 0.363958 | 0.78125 | 0.729017 | 0.552381 | 0.769821 | null | null | 2026-04-18T20:50:48.800000 | train |
708,819 | null | MCDERMOTT INTERNATIONAL INC | 0001193125-10-044723 | 3,443 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 4,849,110,000 | 2,357,921,000 | 899,270,000 | 12,000 | 642,995,000 | 101,494,000 | 1,337,605,000 | 306,497,000 | null | null | 2,009,032,000 | 471,858,000 | null | null | 1,807,197,000 | 951,647,000 | 6,193,077,000 | 5,070,436,000 | null | 546,496,000 | 387,056,000 | 1.69 | 1.66 | 38,000 | 131,846,000 | 157,419,000 | null | 626,360,000 | 418,074,000 | 263,728,000 | null | 229,471,020 | 154,346,000 | 7.875491 | null | 0.088243 | 0.062498 | 0.214175 | 0.07982 | null | 1.17366 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 17.305073 | null | 6.539824 | 1.520405 | null | 1.080138 | -0.006397 | 0.024922 | -0.40473 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | 2020-01-22 | 11 | -0.207523 | -0.19819 | -0.478975 | -0.611866 | null | null | 0.139173 | 0.042763 | false | true | false | true | false | -0.101724 | -0.081651 | -0.641576 | -0.443716 | null | null | true | false | 0.101796 | 0.044811 | 0.084112 | 0.009975 | null | null | 0.621176 | 0.738516 | 0.196875 | 0.16307 | 0.109524 | 0.023018 | null | null | 2026-04-18T20:50:48.800000 | train |
106,040 | WDC | WESTERN DIGITAL CORP | 0000950123-10-006821 | 3,572 | 2,010 | Q2 | 2010-01-29 | 2009-12-31 | 6,585,000,000 | 4,416,000,000 | 2,435,000,000 | null | 1,365,000,000 | 453,000,000 | 1,696,000,000 | 139,000,000 | null | 2,594,000,000 | 2,007,000,000 | 1,507,000,000 | 350,000,000 | 350,000,000 | 3,991,000,000 | 3,009,000,000 | 2,619,000,000 | 1,932,000,000 | 687,000,000 | 473,000,000 | 429,000,000 | 1.89 | 1.85 | null | 42,000,000 | null | null | null | null | null | null | 228,000,000 | null | 17.504386 | 0.262314 | 0.180603 | 0.163803 | 0.107492 | 0.065148 | 0.087697 | 2.200299 | 1 | 0 | null | 0 | null | null | null | null | null | null | 2.535731 | grey | false | 0 | 27.283219 | 7.991228 | 16.894737 | 10.565789 | null | null | null | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.270371 | 0.292658 | -0.475524 | -0.054983 | null | null | 0.043613 | -0.083634 | false | false | true | true | false | 0.439882 | 0.484089 | -0.662005 | -0.238259 | null | null | true | false | 0.844311 | 0.863208 | 0.088785 | 0.097257 | null | null | 0.183529 | 0.053004 | 0.84375 | 0.846523 | 0.104762 | 0.043478 | null | null | 2026-04-18T20:50:48.800000 | train |
1,110,783 | null | MONSANTO CO /NEW/ | 0000950123-10-001322 | 2,870 | 2,010 | Q1 | 2010-01-08 | 2009-11-30 | 17,606,000,000 | 7,431,000,000 | 471,000,000 | null | 2,012,000,000 | 3,560,000,000 | 3,720,000,000 | 3,272,000,000 | 1,370,000,000 | null | 3,354,000,000 | 765,000,000 | 1,724,000,000 | 1,724,000,000 | 10,286,000,000 | 2,663,000,000 | 1,697,000,000 | 958,000,000 | 739,000,000 | -38,000,000 | -19,000,000 | -0.03 | -0.03 | 39,000,000 | null | 144,000,000 | null | 496,000,000 | -1,414,000,000 | 192,000,000 | 145,000,000 | 545,354,848 | -1,606,000,000 | 18.861114 | 0.435474 | -0.022392 | -0.011196 | -0.001847 | -0.001079 | 0.167606 | 2.215564 | 0 | 0 | null | 0 | null | null | null | null | null | null | null | null | null | 1 | null | null | 10.349225 | 7.475866 | null | 74.421053 | 0.079234 | -0.946376 | 0.669473 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | null | null | null | null | null | null | null | null | null | null | false | false | 0.093312 | 0.073401 | 7.631579 | 0.437242 | 1.785007 | 1.60523 | true | false | null | null | null | null | null | null | null | null | 0.41875 | 0.386091 | 0.964286 | 0.818414 | 0.953125 | 0.871212 | 2026-04-18T20:50:48.800000 | train |
1,002,910 | AEE | AMEREN CORP | 0001193125-10-043155 | 4,931 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 23,790,000,000 | 2,842,000,000 | 622,000,000 | null | 434,000,000 | 782,000,000 | 17,610,000,000 | 831,000,000 | 129,000,000 | null | 1,711,000,000 | 694,000,000 | 7,113,000,000 | 7,113,000,000 | 7,853,000,000 | 2,455,000,000 | 7,090,000,000 | null | null | 1,416,000,000 | 612,000,000 | null | null | 508,000,000 | 332,000,000 | null | null | null | 1,977,000,000 | 1,704,000,000 | 338,000,000 | 237,400,000 | 273,000,000 | 33.079191 | null | 0.199718 | 0.086319 | 0.077932 | 0.025725 | 0.905768 | 1.661017 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 29.035383 | 4.764111 | null | 3.230392 | -0.057377 | 0.038505 | -0.074139 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | -0.027947 | -0.015663 | -0.772876 | 0.077292 | -0.068285 | 1.970696 | 0.017982 | -0.079791 | false | false | false | true | false | -0.01321 | 0.008404 | -0.151961 | 0.0622 | -0.050076 | 2.106227 | true | false | 0.188623 | 0.160377 | 0.049065 | 0.486284 | 0.373938 | 0.899329 | 0.096471 | 0.056537 | 0.26875 | 0.275779 | 0.2 | 0.278772 | 0.30625 | 0.905303 | 2026-04-18T20:50:48.800000 | train |
59,478 | LLY | LILLY ELI & CO | 0000950123-10-014958 | 2,834 | 2,009 | FY | 2010-02-22 | 2009-12-31 | 27,460,900,000 | 12,486,500,000 | 4,462,900,000 | 34,700,000 | 3,343,300,000 | 2,849,900,000 | 8,197,400,000 | null | null | null | 6,568,100,000 | 968,100,000 | 6,634,700,000 | 6,634,700,000 | 9,525,300,000 | 9,830,400,000 | 21,836,000,000 | 4,247,000,000 | null | null | 4,328,800,000 | null | null | null | 1,029,000,000 | -1,297,800,000 | 4,326,500,000 | 6,892,500,000 | 4,335,500,000 | null | 2,152,100,000 | null | null | null | null | null | 0.198241 | 0.454453 | 0.157635 | 0.696534 | 1.901083 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 1.001548 | -0.000244 | null | null | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.30314 | 0.17111 | 0.056787 | 0.581548 | null | 0.408409 | null | true | true | true | true | false | null | 0.421016 | 0.004366 | 0.112223 | 0.668666 | null | true | false | null | 0.872642 | 0.478972 | 0.406484 | 0.855524 | null | 0.950588 | null | null | 0.815348 | 0.27381 | 0.381074 | 0.778125 | null | 2026-04-18T20:50:48.800000 | train |
788,784 | PEG | PUBLIC SERVICE ENTERPRISE GROUP INC | 0001193125-10-040508 | 4,931 | 2,009 | FY | 2010-02-25 | 2009-12-31 | 28,730,000,000 | 3,646,000,000 | 350,000,000 | null | 1,229,000,000 | null | 15,440,000,000 | 16,000,000 | 123,000,000 | null | 3,214,000,000 | 1,081,000,000 | 7,645,000,000 | 7,645,000,000 | 8,788,000,000 | 4,704,000,000 | 12,406,000,000 | null | null | 3,121,000,000 | 1,592,000,000 | 3.15 | 3.14 | 527,000,000 | 1,044,000,000 | 838,000,000 | null | null | 1,855,000,000 | 1,794,000,000 | 673,000,000 | 505,986,000 | 61,000,000 | 17.368069 | null | 0.251572 | 0.128325 | 0.181156 | 0.055412 | 0.869936 | 1.134412 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 35.085067 | null | 17.093358 | 0.853779 | null | 1.165201 | -0.009154 | 0.004917 | -0.422878 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.096124 | 0.096154 | -0.017588 | -0.049412 | 0.166577 | -0.934426 | 0.162359 | -0.002526 | false | true | true | true | false | 0.168733 | 0.168639 | -0.055905 | -0.106964 | 0.91752 | 23.163934 | true | false | 0.532934 | 0.563679 | 0.273364 | 0.107232 | 0.679887 | 0.090604 | 0.684706 | 0.314488 | 0.546875 | 0.573141 | 0.235714 | 0.084399 | 0.85625 | 0.992424 | 2026-04-18T20:50:48.800000 | train |
49,826 | ITW | ILLINOIS TOOL WORKS INC | 0000950123-10-017817 | 3,560 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 16,081,984,000 | 5,674,595,000 | 1,318,772,000 | null | 2,491,492,000 | 1,356,233,000 | 2,136,527,000 | 4,860,732,000 | 1,723,417,000 | null | 2,835,638,000 | 689,572,000 | 2,914,874,000 | 2,914,874,000 | 8,817,876,000 | 9,521,740,000 | 13,877,068,000 | 9,144,852,000 | null | 1,385,979,000 | 947,009,000 | 1.89 | 1.89 | 164,839,000 | 244,300,000 | 366,127,000 | null | null | 2,146,589,000 | 247,102,000 | 619,681,000 | null | 1,899,487,000 | null | null | 0.099875 | 0.068243 | 0.107396 | 0.058886 | 0.330564 | 2.00117 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 2.266704 | -0.074592 | 0.13688 | 0.123862 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.06389 | 0.612649 | 0.14364 | -0.272898 | -0.328967 | 0.162792 | 0.04862 | true | true | true | true | false | null | 0.137923 | 1.187291 | 0.281725 | -0.088783 | -0.156299 | true | false | null | 0.417453 | 0.700935 | 0.658354 | 0.186969 | 0.278523 | 0.687059 | 0.766784 | null | 0.515588 | 0.747619 | 0.657289 | 0.2875 | 0.412879 | 2026-04-18T20:50:48.800000 | train |
1,070,750 | HST | HOST HOTELS & RESORTS, INC. | 0001193125-10-044002 | 6,798 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 12,555,000,000 | null | 1,642,000,000 | null | null | null | 10,231,000,000 | null | null | 6,205,000,000 | null | null | null | null | 6,189,000,000 | -801,000,000 | 4,158,000,000 | null | null | 98,000,000 | -252,000,000 | -0.45 | -0.45 | 379,000,000 | -39,000,000 | 662,000,000 | null | 116,000,000 | 552,000,000 | 0 | 42,000,000 | 646,300,000 | 552,000,000 | 9.576048 | null | 0.023569 | -0.060606 | -0.040717 | -0.020072 | null | null | 0 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | 9.576048 | null | null | -2.190476 | -0.064038 | 0.132756 | -0.114516 | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | null | null | 0.0671 | null | null | null | null | null | false | null | true | false | null | null | null | 0.20202 | null | null | true | false | null | null | null | 0.451372 | null | null | null | null | null | null | null | 0.575448 | null | null | 2026-04-18T20:50:48.800000 | train |
1,385,157 | TEL | TYCO ELECTRONICS LTD. | 0001047469-10-000391 | 5,065 | 2,010 | Q1 | 2010-01-28 | 2009-12-31 | 16,283,000,000 | 5,820,000,000 | 1,695,000,000 | null | 2,033,000,000 | 1,458,000,000 | 3,008,000,000 | 3,153,000,000 | 388,000,000 | 9,276,000,000 | 2,761,000,000 | 1,221,000,000 | 2,314,000,000 | 2,314,000,000 | 6,998,000,000 | -2,102,000,000 | 2,892,000,000 | 2,051,000,000 | 841,000,000 | 269,000,000 | 172,000,000 | 0.37 | 0.37 | 39,000,000 | 69,000,000 | 138,000,000 | null | 368,000,000 | 330,000,000 | 76,000,000 | 74,000,000 | 459,000,000 | 254,000,000 | 15.246187 | 0.290802 | 0.093015 | 0.059474 | 0.024578 | 0.010563 | 0.330666 | 2.107932 | 1 | 1 | null | 1 | null | null | null | null | null | null | 1.264938 | grey | false | 1 | 11.266078 | -7.529412 | 7.53159 | 6.664488 | null | 1.918605 | -0.009703 | 0.087828 | -0.300671 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.084158 | 0.048728 | 0.540698 | 0.106501 | -0.533333 | -0.854331 | 0.036108 | 0.031985 | true | true | true | true | false | 0.169974 | 0.08331 | 0.523256 | 0.144191 | -0.372727 | -0.69685 | true | false | 0.502994 | 0.363208 | 0.665888 | 0.583541 | 0.067989 | 0.110738 | 0.150588 | 0.69258 | 0.55 | 0.41247 | 0.588095 | 0.460358 | 0.128125 | 0.162879 | 2026-04-18T20:50:48.800000 | train |
5,513 | UNMA | UNUM GROUP | 0001193125-10-042716 | 6,321 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 54,477,000,000 | null | 71,600,000 | null | null | null | 443,500,000 | 201,600,000 | null | 45,976,900,000 | null | null | null | null | 8,500,100,000 | 6,289,500,000 | 10,091,000,000 | null | null | null | 852,600,000 | 2.57 | 2.57 | null | 439,700,000 | null | null | null | 1,237,000,000 | null | 104,500,000 | null | null | null | null | null | 0.084491 | 0.100305 | 0.015651 | null | null | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | null | null | null | null | null | 1.450856 | -0.007056 | null | null | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.05227 | 0.039292 | 0.010128 | -0.032498 | null | 0.099068 | null | false | false | true | true | false | null | 0.009047 | -0.723903 | 0.018531 | -0.035004 | null | true | false | null | 0.379717 | 0.334112 | 0.216958 | 0.402266 | null | 0.472941 | null | null | 0.280576 | 0.095238 | 0.199488 | 0.321875 | null | 2026-04-18T20:50:48.800000 | train |
823,768 | WM | WASTE MANAGEMENT INC | 0000950123-10-013022 | 4,953 | 2,009 | FY | 2010-02-16 | 2009-12-31 | 21,154,000,000 | 3,010,000,000 | 1,140,000,000 | null | 1,408,000,000 | null | 11,541,000,000 | 5,632,000,000 | 238,000,000 | 14,563,000,000 | 2,901,000,000 | 567,000,000 | null | null | 6,285,000,000 | 6,053,000,000 | 11,791,000,000 | null | null | 1,887,000,000 | 994,000,000 | 2.02 | 2.01 | null | 413,000,000 | null | null | 1,364,000,000 | 2,362,000,000 | 1,179,000,000 | 569,000,000 | null | 1,183,000,000 | null | null | 0.160037 | 0.084302 | 0.158154 | 0.046989 | null | 1.037573 | 1 | 1 | null | 1 | null | null | null | null | null | null | 1.260743 | grey | false | 1 | null | null | null | null | null | 2.376258 | -0.064669 | 0.100331 | -0.095155 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | -0.003978 | -0.041247 | 0.061403 | -0.036833 | -0.010144 | 0.152236 | 0.00904 | false | false | false | true | false | null | -0.034208 | -0.033199 | 0.134594 | 0.045301 | -0.032122 | true | false | null | 0.195755 | 0.242991 | 0.428928 | 0.396601 | 0.526846 | 0.658824 | 0.477032 | null | 0.208633 | 0.257143 | 0.42711 | 0.4 | 0.5 | 2026-04-18T20:50:48.800000 | train |
39,899 | null | GANNETT CO INC /DE/ | 0000950123-10-016360 | 2,711 | 2,009 | FY | 2010-02-24 | 2009-12-31 | 7,148,432,000 | 1,049,042,000 | 98,795,000 | null | 759,934,000 | 63,752,000 | 1,971,818,000 | 2,854,247,000 | 565,610,000 | 5,322,653,000 | 900,103,000 | null | 3,061,951,000 | 3,061,951,000 | 1,603,925,000 | 6,324,586,000 | 5,612,993,000 | 3,304,784,000 | null | 725,183,000 | 355,270,000 | 1.52 | 1.51 | 175,748,000 | 193,800,000 | 209,826,000 | null | 1,207,313,000 | 866,580,000 | 67,737,000 | 119,328,000 | null | 798,843,000 | null | null | 0.129197 | 0.063294 | 0.2215 | 0.049699 | 1.909036 | 1.165469 | 1 | 1 | null | 1 | null | null | null | null | null | null | 1.989557 | grey | false | 1 | null | null | null | null | null | 2.439215 | -0.071528 | 0.14232 | 0.115573 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | null | 0.349037 | 0.655645 | -0.031056 | -0.108122 | -0.118958 | 0.271843 | 0.054615 | true | true | true | true | false | null | 0.451371 | 0.291266 | -0.066454 | -0.060518 | -0.071551 | true | false | null | 0.893868 | 0.71729 | 0.134663 | 0.322946 | 0.446309 | 0.882353 | 0.80212 | null | 0.827338 | 0.466667 | 0.102302 | 0.3 | 0.462121 | 2026-04-18T20:50:48.800000 | train |
751,652 | null | QUESTAR CORP | 0000751652-10-000006 | 1,311 | 2,009 | FY | 2010-03-01 | 2009-12-31 | 8,862,200,000 | 795,600,000 | 30,800,000 | null | 313,900,000 | null | null | 69,900,000 | null | null | 957,900,000 | 474,000,000 | 2,179,900,000 | 2,179,900,000 | 3,502,200,000 | 3,077,700,000 | 3,038,000,000 | null | null | 913,700,000 | 393,300,000 | 2.26 | 2.23 | 128,700,000 | 222,000,000 | 714,600,000 | null | 183,800,000 | 1,578,200,000 | 1,496,700,000 | 87,900,000 | 174,600,000 | 81,500,000 | 20.058419 | null | 0.300757 | 0.12946 | 0.112301 | 0.044379 | 0.622437 | 0.830567 | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 31.936979 | null | 19.658076 | -0.929553 | null | 4.012713 | -0.133703 | 0.026827 | 0.26532 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | -0.707342 | -0.704157 | -0.137554 | -0.630151 | null | null | 0.327382 | 0.004779 | true | true | false | true | false | -0.710374 | -0.7049 | -0.471396 | -0.606847 | null | null | true | false | 0.038922 | 0.011792 | 0.184579 | 0.007481 | null | null | 0.917647 | 0.424028 | 0.065625 | 0.033573 | 0.12381 | 0.015345 | null | null | 2026-04-18T20:50:48.800000 | train |
1,141,391 | MA | MASTERCARD INC | 0001193125-10-034065 | 7,389 | 2,009 | FY | 2010-02-18 | 2009-12-31 | 7,470,279,000 | 5,003,147,000 | 2,055,439,000 | 824,345,000 | 536,472,000 | null | 448,994,000 | 309,228,000 | 414,704,000 | 3,958,412,000 | 3,167,131,000 | 290,414,000 | 21,598,000 | 21,598,000 | 3,503,760,000 | 1,147,714,000 | 5,098,684,000 | null | null | 2,260,108,000 | 1,462,532,000 | 11.19 | 11.16 | 115,109,000 | 755,427,000 | 141,377,000 | null | 1,934,974,000 | 1,378,162,000 | 56,563,000 | 78,685,000 | 129,838,000 | 1,321,599,000 | 26.985628 | null | 0.443273 | 0.286845 | 0.417418 | 0.19578 | 0.006164 | 1.57971 | 1 | 1 | null | 0 | null | null | null | null | null | null | 2.329634 | grey | false | 1 | 82.427584 | 8.04645 | 21.409972 | 14.140822 | null | 0.942312 | 0.011294 | 0.259204 | 0.012389 | false | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.47237 | 0.485547 | 0.262195 | 0.086359 | 0.23135 | 0.237894 | 0.354659 | 0.053568 | true | true | true | true | false | 0.698821 | 0.674772 | 0.303219 | 0.31681 | 0.947521 | 0.97261 | true | false | 0.928144 | 0.931604 | 0.558411 | 0.528678 | 0.72238 | 0.704698 | 0.929412 | 0.795053 | 0.91875 | 0.913669 | 0.47381 | 0.690537 | 0.865625 | 0.833333 | 2026-04-18T20:50:48.800000 | train |
36,104 | USB-PQ | US BANCORP \DE\ | 0000950123-10-018123 | 6,021 | 2,009 | FY | 2010-02-26 | 2009-12-31 | 281,176,000,000 | null | 6,206,000,000 | null | null | null | 2,263,000,000 | 9,011,000,000 | 3,406,000,000 | 254,515,000,000 | null | null | 32,580,000,000 | 32,580,000,000 | 25,963,000,000 | 24,116,000,000 | 11,538,000,000 | null | null | null | 2,205,000,000 | 0.97 | 0.97 | 3,020,000,000 | 395,000,000 | null | null | null | 7,600,000,000 | null | 1,025,000,000 | 1,851,000,000 | null | 14.026472 | null | null | 0.191108 | 0.084929 | 0.007842 | 1.254863 | null | 1 | 1 | null | 1 | null | null | null | null | null | null | null | null | null | 1 | 17.496507 | null | 7.318206 | null | null | 3.446712 | -0.019187 | null | null | true | false | false | true | 2010q1 | 2026-04-18T20:48:46.827000 | 2026-04-18T20:50:39.792000 | false | null | null | 0.100691 | 0.136964 | 0.504308 | 0.053735 | -0.310395 | null | 0.112368 | null | true | true | true | true | false | 0.274958 | 0.308709 | 1.209524 | 0.095424 | 0.292105 | null | true | false | 0.550898 | 0.658019 | 0.656542 | 0.40399 | 0.150142 | null | 0.536471 | null | 0.70625 | 0.743405 | 0.754762 | 0.347826 | 0.609375 | null | 2026-04-18T20:50:48.800000 | train |
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OpenFundex Dataset
A structured dataset of SEC financial filings for deep value analysis and financial distress prediction.
Summary
OpenFundex contains financial statement data extracted from SEC EDGAR filings, enriched with derived financial metrics and labeled with established quality scores (Piotroski F-Score, Altman Z'-Score, Graham metrics). Designed for training ML models to assess company financial health and identify deep value opportunities.
Key design decision: This dataset uses only fundamental data from SEC filings. No market prices or equity trading data are included, eliminating survivorship bias.
Supported Tasks
- Tabular Classification: Predict financial distress, bankruptcy, value creation, fundamental improvement
- Tabular Regression: Predict quality scores (f_score, z_prime_score, composite_quality_score), growth rates
- Anomaly Detection: Identify companies in financial distress or with QA anomalies
Dataset Structure
Splits
| Split | Records | Companies | Date Range |
|---|---|---|---|
| train | 221,779 | 11,786 | 2008-12-31 to 2019-12-31 |
| validation | 45,109 | 7,207 | 2020-01-31 to 2021-12-31 |
| test | 47,334 | 7,208 | 2022-01-31 to 2023-12-31 |
| recent | 43,288 | 6,507 | 2024-01-31 to 2026-02-28 |
Total records: 357,510
Feature Groups
| Group | Count |
|---|---|
| Identifiers | 5 |
| Context | 4 |
| Raw Features (SEC XBRL) | 33 |
| Derived Features | 8 |
| Engineered Features | 23 |
| QA Flags | 4 |
| Prediction Targets | 21 |
| Rank Targets | 14 |
Scoring Models
- Piotroski F-Score (0-9): Nine binary signals measuring profitability, leverage, and operating efficiency. Null when no prior quarter available for delta signals.
- Altman Z'-Score (Float): Private-firm bankruptcy risk variant with zone classification (safe/grey/distress). Null for financial firms (SIC 6000-6999).
- Beneish Coverage (0-8): Count of computable M-Score components. Full M-Score is computed transiently during enrichment but not retained.
- Graham Metrics: Graham Number, NCAV/share, tangible book value/share, net working capital/share, defensive score (0-5).
- Quality Signals: Cash conversion ratio, accrual ratio, free cash flow margin.
- Composite Quality Score: Z-score normalized average of key quality signals within each quarter cross-section.
Target Columns
21 forward-looking prediction targets using same-quarter year-over-year comparisons:
1-Year Targets
- Growth rates (6): BVPS, equity, earnings, revenue, OCF, FCF growth
- Level/delta (2): Forward ROE, margin expansion
- Binary (5): ROA improved, fundamentals improved (≥3 of 5 metrics), value created (equity grew AND ROE>0), survived (filed Q+4 AND no bankruptcy in window), filed for bankruptcy (petition within 365 days)
2-Year Targets
- Growth rates (6): Same metrics as 1-year, over 2-year horizon
- Binary (2): Survived (filed Q+8 AND no bankruptcy in window), filed for bankruptcy (petition within 730 days)
Survived and bankruptcy targets are mutually exclusive by construction. All targets are null when forward quarter data is unavailable.
Rank-Transformed Targets (14 columns)
Cross-sectional percentile ranks (0-1] for all Float64 targets, computed per quarter
using rank("average") / count(). Raw growth targets are extremely skewed
(mean ~3.1, median ~0.03) and produce negative information coefficients for
regression models. Rank-transforming yields IC ~0.37.
Dataset Creation
Source Data
All data sourced from SEC EDGAR: Financial Statement Data Sets (FSDS) for fundamentals and Full-Text Search API (EFTS) for 8-K Item 1.03 bankruptcy filings. No market data providers. No third-party data. No equity pricing data.
Pipeline
- Ingest: Download quarterly SEC FSDS ZIP files and bankruptcy events from EDGAR
- Parse: Extract XBRL financial data, normalize 32 tags to standard fields
- Enrich: Compute derived ratios (8), scoring models (5), bankruptcy flags, and QA flags
- Label: Generate 21 forward-looking prediction targets (including bankruptcy)
- Split: Temporal train/validation/test/recent splits with leakage validation
- Evaluate: Quality checks, ML fitness, and publication readiness
- Publish: Stage and upload to Hugging Face Hub
Considerations
Known Limitations
- XBRL coverage varies: some companies report fewer standardized tags
- F-Score delta components require prior quarter data (null for first appearance)
- Z'-Score was designed for manufacturing firms; interpretation varies by sector
- No market data: cannot compute price-based metrics (P/E, market cap, etc.)
bankruptcy_chapteris populated for bankrupt CIKs (values like"7","11","15","9"extracted via 8-K Item 1.03 filing bodies); non-bankrupt rows are null. Edge cases not yet handled: chapter spelled out as a word ("chapter eleven") and USC-only citations with no "chapter" keyword both yield null.
Bias Considerations
- No survivorship bias: Uses only SEC filing data, not equity market prices
- Temporal integrity: Strict time-based splits prevent data leakage
- Sector bias: Z'-Score thresholds may not be equally applicable across all sectors
- Financial firms excluded from Z'-Score: Financial companies (SIC 6000-6999) have null Z'-Score values
License
This dataset is released under the CC-BY-4.0 license.
The underlying SEC data is in the public domain.
Citation
@dataset{openfundex,
title={OpenFundex: SEC Financial Filings for Deep Value Analysis},
author={Danielson, Luke},
year={2026},
url={https://github.com/danielukea/openfundex},
license={CC-BY-4.0}
}
Changelog
v0.6.0 — 2026-04-17
bankruptcy_chapterpopulated: Chapter number ("7","11","15","9") is now extracted from the 8-K Item 1.03 filing body for each bankrupt CIK and stored in thebankruptcy_chaptercolumn. Non-bankrupt rows remain null. Extraction uses a guardword-gated Item 1.03 window search; known limitations (word-spelled chapters, USC-only citations) are documented above.
v0.5.0 — 2026-04-17
- Loader contract: dataset card now declares explicit
configsanddata_files.load_dataset("ttchopper/openfundex")returns the QA-filtered historical splits (train/validation/test); unfiltered historical data is available viaload_dataset(..., "full"); live 2024+ inference data viaload_dataset(..., "live"). - Previously the card omitted
configs:, causing the Hub to glob all parquets and misassemble splits (paired_cleanfiles were concatenated or surfaced as extra splits, andrecent*was not declared at all). - Raw parquet access (
hf://datasets/ttchopper/openfundex/train.parquet) is unaffected.
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