Variáveis

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Nome Ano de Referência Setor 1 Agrenco 2007 Agroindústria 2 Lark Maqs 2011 Comércio de máquinas e veículos pesados 3 Const Beter 2007 Construção e engenharia 4 Tecnosolo 2011 Construção e engenharia 5 IGB S/A 2009 Eletroeletrônicos 6 Celpa 2011 Energia elétrica 7 Rede Energia 2011 Energia elétrica 9 Eucatex 2002 Madeira e papel 10 Chiarelli 2008 Material de construção 11 Recrusul 2005 Material de transporte 12 Kepler Weber 2006 Metalurgia 13 Sansuy 2004 Química 14 F Guimaraes 2006 Tecidos, vestuário e calçados 15 Botucatu Tex 2007 Tecidos, vestuário e calçados 16 Tecel S Jose 2009 Tecidos, vestuário e calçados 17 Tex Renaux 2009 Tecidos, vestuário e calçados 18 Buettner 2010 Tecidos, vestuário e calçados 19 Fab C Renaux 2010 Tecidos, vestuário e calçados 20 Schlosser 2010 Tecidos, vestuário e calçados 21 Teka 2011 Tecidos, vestuário e calçados 22 Savarg 2004 Transportes aéreos 23 Rasip Agro 2007 Agroindústria 24 Renar 2007 Agroindústria 25 SLC Agricola 2007 Agroindústria 26 V-Agro 2007 Agroindústria 27 Minasmaquinas 2011 Comércio de máquinas e veículos pesados 28 Wlm Ind Com 2011 Comércio de máquinas e veículos pesados 29 Azevedo 2007 Construção e engenharia 30 Lix da Cunha 2007 Construção e engenharia 31 Sultepa 2007 Construção e engenharia 32 Cr2 2011 Construção e engenharia 33 Mills 2011 Construção e engenharia 34 Sondotecnica 2011 Construção e engenharia 35 Trisul 2011 Construção e engenharia 36 Bematech 2009 Eletroeletrônicos 37 Itautec 2009 Eletroeletrônicos 38 Positivo Inf 2009 Eletroeletrônicos 39 Springer 2009 Eletroeletrônicos 40 Whirlpool 2009 Eletroeletrônicos 41 AES Elpa 2011 Energia elétrica 42 Celesc 2011 Energia elétrica 43 Celpe 2011 Energia elétrica 44 Cemar 2011 Energia elétrica 45 Cemat 2011 Energia elétrica

Transcript of Variáveis

Page 1: Variáveis

Nome Ano de Referência Setor1 Agrenco 2007 Agroindústria2 Lark Maqs 2011 Comércio de máquinas e veículos pesados3 Const Beter 2007 Construção e engenharia4 Tecnosolo 2011 Construção e engenharia5 IGB S/A 2009 Eletroeletrônicos6 Celpa 2011 Energia elétrica7 Rede Energia 2011 Energia elétrica9 Eucatex 2002 Madeira e papel

10 Chiarelli 2008 Material de construção11 Recrusul 2005 Material de transporte12 Kepler Weber 2006 Metalurgia13 Sansuy 2004 Química14 F Guimaraes 2006 Tecidos, vestuário e calçados15 Botucatu Tex 2007 Tecidos, vestuário e calçados16 Tecel S Jose 2009 Tecidos, vestuário e calçados17 Tex Renaux 2009 Tecidos, vestuário e calçados18 Buettner 2010 Tecidos, vestuário e calçados19 Fab C Renaux 2010 Tecidos, vestuário e calçados20 Schlosser 2010 Tecidos, vestuário e calçados21 Teka 2011 Tecidos, vestuário e calçados22 Savarg 2004 Transportes aéreos23 Rasip Agro 2007 Agroindústria24 Renar 2007 Agroindústria25 SLC Agricola 2007 Agroindústria26 V-Agro 2007 Agroindústria27 Minasmaquinas 2011 Comércio de máquinas e veículos pesados28 Wlm Ind Com 2011 Comércio de máquinas e veículos pesados29 Azevedo 2007 Construção e engenharia30 Lix da Cunha 2007 Construção e engenharia31 Sultepa 2007 Construção e engenharia32 Cr2 2011 Construção e engenharia33 Mills 2011 Construção e engenharia34 Sondotecnica 2011 Construção e engenharia35 Trisul 2011 Construção e engenharia36 Bematech 2009 Eletroeletrônicos37 Itautec 2009 Eletroeletrônicos38 Positivo Inf 2009 Eletroeletrônicos39 Springer 2009 Eletroeletrônicos40 Whirlpool 2009 Eletroeletrônicos41 AES Elpa 2011 Energia elétrica42 Celesc 2011 Energia elétrica43 Celpe 2011 Energia elétrica44 Cemar 2011 Energia elétrica45 Cemat 2011 Energia elétrica

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46 Coelce 2011 Energia elétrica47 Eletropaulo 2011 Energia elétrica48 Energias BR 2011 Energia elétrica49 Light S/A 2011 Energia elétrica50 Tractebel 2011 Energia elétrica55 Celul Irani 2002 Madeira e papel56 Duratex 2002 Madeira e papel57 Fibria 2002 Madeira e papel58 Klabin S/A 2002 Madeira e papel59 Eternit 2008 Material de construção60 Fras-Le 2005 Material de transporte61 Plascar Part 2005 Material de transporte62 Riosulense 2005 Material de transporte63 Wetzel S/A 2005 Material de transporte64 Wiest 2005 Material de transporte65 Aliperti 2006 Metalurgia66 Forja Taurus 2006 Metalurgia67 Lupatech 2006 Metalurgia68 Mangels Indl 2006 Metalurgia69 Dixie Toga 2004 Química70 Elekeiroz 2004 Química71 Evora 2004 Química72 Pronor 2004 Química73 Santanense 2006 Tecidos, vestuário e calçados74 Vulcabras 2006 Tecidos, vestuário e calçados75 Guararapes 2007 Tecidos, vestuário e calçados76 Karsten 2007 Tecidos, vestuário e calçados77 Alpargatas 2009 Tecidos, vestuário e calçados78 Cambuci 2009 Tecidos, vestuário e calçados79 Le Lis Blanc 2009 Tecidos, vestuário e calçados80 Arezzo Co 2010 Tecidos, vestuário e calçados81 Cedro 2010 Tecidos, vestuário e calçados82 Cremer 2010 Tecidos, vestuário e calçados83 Dohler 2010 Tecidos, vestuário e calçados84 Ind Cataguas 2010 Tecidos, vestuário e calçados85 Pettenati 2010 Tecidos, vestuário e calçados86 Vicunha Text 2010 Tecidos, vestuário e calçados87 Wembley 2010 Tecidos, vestuário e calçados88 Coteminas 2011 Tecidos, vestuário e calçados89 Marisol 2011 Tecidos, vestuário e calçados90 Springs 2011 Tecidos, vestuário e calçados91 Gol 2004 Transportes aéreos92 Tam S/A 2004 Transportes aéreos

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Situação Ativo Total Ativo Circulante Estoques Ativo Não Circulante Realizável a Longo PrazoRecuperação Judicial 2,533,646 1,917,380 566,914 616,266 73,196 Recuperação Judicial 23,620 3,490 212 20,130 12,576 Recuperação Judicial 60,003 34,728 3,588 25,275 18,474 Recuperação Judicial 185,269 92,669 8,791 92,600 71,570 Recuperação Judicial 106,417 7,911 2,284 98,506 6,828 Recuperação Judicial 4,358,111 1,150,661 12,094 3,207,450 980,592 Recuperação Judicial 12,935,830 3,387,890 42,593 9,547,940 3,722,799 Recuperação Judicial 791,711 141,608 56,299 650,103 167,505 Recuperação Judicial 34,626 4,923 2,238 29,703 966 Recuperação Judicial 27,788 11,173 8,497 16,615 4,899 Recuperação Judicial 312,537 124,441 49,369 188,096 27,568 Recuperação Judicial 276,700 105,836 30,047 170,864 7,022 Recuperação Judicial 27,184 16,795 11,334 10,389 4,295 Recuperação Judicial 69,670 15,452 9,121 54,218 13,877 Recuperação Judicial 35,344 6,860 152 28,484 179 Recuperação Judicial 106,802 39,949 16,912 66,853 12,199 Recuperação Judicial 311,358 32,745 13,899 278,613 112,621 Recuperação Judicial 182,075 20,807 10,802 161,268 60,655 Recuperação Judicial 121,241 7,723 1,829 113,518 7,432 Recuperação Judicial 508,312 140,934 28,590 367,378 68,591 Recuperação Judicial 2,766,396 1,216,848 25,404 1,549,548 862,024

Normal 90,461 47,360 17,199 43,101 3,288 Normal 90,872 20,265 8,716 70,607 1,423 Normal 847,615 439,460 230,354 408,155 46,652 Normal 578,298 261,463 194,076 316,835 7,837 Normal 167,092 147,224 46,492 19,868 25 Normal 561,606 290,390 23,055 271,216 1,094 Normal 96,606 50,839 3,477 45,767 7,890 Normal 305,234 276,900 2,561 28,334 24,140 Normal 705,581 82,794 2,713 622,787 479,889 Normal 787,859 449,768 127,724 338,091 329,840 Normal 1,288,603 224,869 11,191 1,063,734 57,968 Normal 93,174 48,929 69 44,245 38,905 Normal 1,664,719 1,219,460 280,242 445,259 430,120 Normal 493,224 197,736 21,712 295,488 36,707 Normal 1,293,737 1,001,161 409,147 292,576 163,375 Normal 1,347,940 1,172,338 579,953 175,602 60,509 Normal 156,189 36,840 11,321 119,349 5,132 Normal 4,316,739 2,938,682 640,061 1,378,057 461,330 Normal 11,538,858 3,117,212 52,553 8,421,646 1,783,971 Normal 5,365,230 1,472,191 20,510 3,893,039 2,880,709 Normal 4,057,518 1,227,478 5,190 2,830,040 1,166,733 Normal 2,965,340 999,353 6,101 1,965,987 407,516 Normal 3,547,055 926,442 17,381 2,620,613 964,355

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Normal 3,352,968 928,557 3,761 2,424,411 525,902 Normal 10,765,981 3,106,805 52,553 7,659,176 1,766,898 Normal 13,662,280 2,714,873 67,559 10,947,407 1,685,649 Normal 10,981,660 2,726,875 27,430 8,254,785 2,139,598 Normal 12,371,221 1,612,706 42,837 10,758,515 776,815 Normal 168,401 40,239 15,230 128,162 2,403 Normal 1,686,979 641,723 155,342 1,045,256 39,291 Normal 7,345,155 1,210,324 223,434 6,134,831 1,552,101 Normal 4,745,927 1,021,844 291,805 3,724,083 480,342 Normal 385,842 186,012 59,275 199,830 58,515 Normal 293,443 179,348 45,337 114,095 16,869 Normal 373,058 97,183 39,089 275,875 31,358 Normal 68,216 27,553 13,715 40,663 1,689 Normal 109,752 38,288 9,426 71,464 22,247 Normal 93,521 30,631 7,330 62,890 14,278 Normal 154,016 82,294 42,451 71,722 1,757 Normal 506,987 333,537 106,392 173,450 48,869 Normal 569,895 356,709 71,175 213,186 9,258 Normal 638,478 431,861 68,417 206,617 26,715 Normal 801,977 378,775 104,489 423,202 57,072 Normal 492,463 234,795 82,460 257,668 32,594 Normal 438,186 220,750 25,556 217,436 25,640 Normal 477,571 155,154 63,100 322,417 55,302 Normal 251,150 139,373 38,346 111,777 2,931 Normal 438,485 302,260 56,603 136,225 27,041 Normal 1,863,103 976,587 302,982 886,516 21,416 Normal 209,561 151,139 37,731 58,422 3,060 Normal 1,748,959 1,013,948 217,956 735,011 92,780 Normal 163,600 114,701 37,889 48,899 6,369 Normal 211,196 129,874 42,064 81,322 16,124 Normal 268,156 209,067 48,862 59,089 22,941 Normal 603,391 234,349 80,278 369,042 32,773 Normal 531,750 162,254 36,907 369,496 46,431 Normal 502,013 220,632 90,564 281,381 19,209 Normal 263,202 140,739 54,761 122,463 11,988 Normal 316,379 139,817 61,347 176,562 3,084 Normal 1,518,466 644,375 212,380 874,091 185,639 Normal 3,467,364 1,572,148 612,735 1,895,216 393,055 Normal 3,371,430 1,720,896 772,540 1,650,534 343,188 Normal 558,798 239,196 102,091 319,602 62,296 Normal 2,679,424 1,421,778 698,501 1,257,646 163,786 Normal 1,545,163 1,317,974 21,038 227,189 93,966 Normal 2,192,572 1,133,279 94,102 1,059,293 334,868

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Ativo Permanente Passivo Não Circulante Passivo Circulante Receita Bruta543,070 301,652 1,574,929 1,964,861

7,554 18,723 16,623 -6,801 3,398 36,896 47,102

21,030 68,635 46,144 -91,678 549,333 49,534 5,663

2,226,858 1,515,080 2,342,534 -5,825,141 5,461,719 5,585,466 -482,598 269,241 252,675 476,734 28,737 17,725 116,669 50,995 11,716 19,282 50,593 26,025

160,528 58,438 431,602 212,316 163,842 53,681 117,724 367,820

6,094 18,326 250,963 40,256 40,341 25,150 35,236 40,404 28,305 1,654 119,320 8,547 54,654 153,044 112,014 102,806

165,992 121,601 117,324 -100,613 183,611 79,532 -106,086 108,395 69,880 -298,787 480,284 898,484 -687,524 6,532,646 2,677,842 7,593,773 39,813 19,929 20,241 57,713 69,184 14,225 21,502 34,541

361,503 99,662 202,306 287,978 308,998 77,745 190,783 419,664 19,843 54 101,572 -

270,122 31,046 65,469 -37,877 65,286 42,780 142,771 4,194 8,057 232,898 3,849

142,898 262,307 227,604 150,014 8,251 121,834 225,010 -

1,005,766 374,726 177,737 -5,340 5,935 18,815 -

15,139 513,573 683,048 -258,781 43,259 73,672 388,877 129,201 235,075 562,381 2,087,629 115,093 40,320 683,215 2,513,110 114,217 6,136 38,781 94,069 916,727 475,497 2,109,463 8,477,109

6,637,675 4,117,803 2,616,738 -1,012,330 1,865,279 1,325,420 -1,663,307 1,529,456 920,768 -1,558,471 1,310,224 690,979 -1,656,258 1,261,318 1,008,578 -

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1,898,509 1,034,133 847,813 -5,892,278 4,105,409 2,650,861 -9,261,758 4,426,445 2,688,197 -6,115,187 5,773,158 1,987,128 -9,981,700 5,361,767 1,559,196 -125,759 51,388 47,007 216,055

1,005,965 434,363 336,383 1,092,747 4,582,730 3,175,461 1,373,480 2,317,146 3,243,741 1,566,618 2,031,405 3,162,542 141,315 44,816 93,079 705,922 97,226 47,552 108,933 465,083

244,517 112,802 221,313 462,424 38,974 23,170 36,454 97,910 49,217 108,507 28,543 210,211 48,612 48,008 143,279 100,935 69,965 40,431 21,385 52,813

124,581 56,167 188,990 519,430 203,928 251,066 73,110 256,343 179,902 272,125 179,956 743,132 366,130 182,802 251,874 1,303,673 225,074 108,809 96,218 886,328 191,796 63,670 120,033 524,530 267,115 84,359 150,880 403,631 108,846 55,932 54,966 293,484 109,184 105,705 143,382 563,292 865,100 116,082 495,157 2,461,833 55,362 58,607 53,924 323,323

642,231 265,381 390,394 2,366,915 42,530 87,918 53,331 261,545 65,198 6,161 51,007 400,592 36,148 28,152 93,786 -

336,269 91,192 209,109 -323,065 161,890 84,079 -262,172 63,859 51,549 -110,475 43,124 81,816 -173,478 97,225 88,318 172,074 688,452 387,898 299,824 -

1,502,161 516,753 721,636 -1,307,346 803,290 859,847 -257,306 97,918 87,866 -

1,093,860 733,338 739,589 -133,223 23,526 517,814 1,728,942 724,425 917,693 1,070,956 4,744,281

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Receita Operacional Líquida EBIT Patrimônio Líquido Lucro Bruto Lucro Líquido1,884,721 -63,497 611,225 84,171 -123,338

20,785 -4,349 -11,726 2,855 -12,294 44,094 -24,758 19,709 -13,223 -21,014

102,512 22,942 70,490 28,836 6,935 3,956 23,634 -492,450 -19,177 -53,860

2,433,800 70,423 500,497 401,221 -391,162 7,782,422 909,067 623,773 1,687,769 -688,035 414,746 59,730 269,541 124,531 -33,366 38,671 -13,540 -101,007 8,985 -31,051 17,456 -10,226 -42,212 4,352 -12,186

183,926 -114,238 -177,503 -19,110 -249,962 296,211 29,873 97,402 89,465 2,123 30,427 -5,751 -242,105 -2,917 -27,634 32,383 -5,958 9,284 3,009 -12,404 6,827 -12,913 -85,630 -3,028 -44,551

75,111 -16,762 -158,256 16,081 -14,436 109,140 -35,591 72,433 3,972 -60,433 50,587 -11,115 -81,068 2,026 -22,428 40,051 -12,403 -57,034 605 -26,109

264,810 -36,216 -870,490 36,194 -194,662 7,476,683 460,708 -6,444,092 1,983,371 -87,167

54,703 7,156 50,291 14,281 3,122 32,221 -5,544 55,145 835 -7,867

268,704 13,896 523,095 74,240 31,597 335,633 -32,554 309,758 -4,776 -37,661 314,605 17,675 65,466 9,167 12,250 939,162 44,497 464,510 144,705 38,154 132,696 9,431 -11,470 17,846 267

3,666 -4,130 64,434 977 2,337 141,697 3,471 211,801 18,214 7,161 195,616 26,035 413,985 75,474 7,414 677,592 161,968 736,140 337,170 92,177 89,755 5,748 68,412 21,872 6,278

782,288 21,635 462,970 122,439 -40,422 330,391 38,700 376,293 132,847 27,922

1,871,694 65,824 496,082 355,619 53,569 2,170,983 146,922 624,405 603,097 118,717

72,796 -3,683 93,203 5,927 -4,085 6,674,652 478,904 1,642,520 1,909,205 363,205 9,835,578 2,296,433 2,031,318 2,342,379 436,885 4,191,414 438,832 2,174,531 927,952 323,887 2,914,133 430,532 1,607,294 728,779 283,416 1,912,105 349,110 964,137 661,436 247,502 2,009,768 394,117 1,277,159 557,859 146,884

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2,627,212 621,343 1,471,022 726,095 471,182 9,835,578 2,344,514 4,009,711 2,344,514 1,572,105 5,401,662 1,188,496 4,605,014 1,754,373 490,714 6,944,785 873,199 3,221,374 1,654,490 310,647 4,326,951 2,408,598 5,447,981 2,466,328 1,447,636 176,911 19,533 70,006 49,391 -4,657 866,884 155,766 905,061 324,838 71,658

2,061,391 476,375 2,796,131 965,651 282,882 2,814,044 639,011 1,083,566 1,265,255 -208,296 544,221 115,294 247,940 242,747 81,201 373,643 46,518 136,954 120,786 33,342 378,562 18,397 38,857 79,609 -2,735 76,491 11,307 8,592 22,882 1,935

165,164 12,167 -27,298 37,397 1,053 72,349 -25,577 -97,766 10,178 -70,388 46,287 -4,790 92,179 12,226 -3,439

408,870 45,799 260,277 140,099 30,352 223,586 41,184 245,719 91,000 23,802 572,713 21,189 186,397 105,938 5,444

1,001,960 146,725 239,543 259,430 43,006 703,971 103,869 287,436 178,593 70,839 402,031 46,598 254,481 86,858 47,734 246,986 81,606 220,298 76,607 48,973 236,949 16,584 140,252 55,055 5,945 444,645 70,689 188,126 209,113 30,710

1,770,589 -7,371 1,251,864 843,052 179,718 269,467 18,417 97,030 93,360 10,964

2,005,239 182,006 1,054,008 856,957 134,755 222,921 86,460 22,170 91,213 69,738 269,072 15,285 154,028 173,284 6,643 571,525 92,820 146,218 231,641 64,534 494,341 28,594 284,074 102,789 14,356 375,380 43,594 285,781 119,152 32,201 246,601 -1,248 386,420 59,084 12,362 191,610 12,257 138,259 43,147 14,518 139,893 -1,357 124,821 17,338 -3,024 965,011 118,200 830,744 284,972 69,512

2,618,889 58,181 422,640 469,954 1,723 1,739,039 75,478 1,217,383 429,764 -259,755 431,404 45,574 371,057 155,187 38,033

1,407,841 62,301 1,197,722 344,860 -409,919 1,654,355 405,058 1,003,823 686,315 255,469 4,520,371 580,235 190,797 1,507,790 341,132

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EBIT / Desp Financ Brut Exigível Total / Ativo Total (%) Exigível Total / PL (%) Liquidez Geral-0.8619 74.0664 285.6005 1.0607 -1.1406 149.6444 -301.4327 0.4545 -6.9955 67.1533 204.4448 1.3203 1.3840 61.9526 162.8302 1.4309 0.1819 562.7550 -121.6097 0.0246 0.0893 88.5157 770.7567 0.5525 0.3780 85.3999 584.9265 0.6437 0.3090 65.9225 193.4491 0.5923 -0.6955 388.1303 -134.7065 0.0438 -1.9171 251.4575 -166.0251 0.2300 -1.1604 156.7942 -276.0742 0.3102 0.9482 61.9462 162.7855 0.6584 -0.2422 990.6158 -111.2282 0.0783 -0.9498 86.6743 650.4308 0.4857 -0.3748 342.2759 -141.2753 0.0582 -0.9492 248.1770 -167.4869 0.1967 -1.0477 76.7364 329.8566 0.6084 -0.4148 144.5245 -324.5954 0.3096 -0.7519 147.0418 -312.5767 0.0850 -0.2404 271.2444 -158.3961 0.1520 0.7983 332.9418 -142.9292 0.2257 2.1285 44.4059 79.8751 1.2608 -1.1600 39.3157 64.7873 0.6070 0.5012 38.2863 62.0384 1.6098 -2.1991 46.4342 86.6863 1.0029 3.1858 60.8204 155.2348 1.4489 4.9612 17.1855 20.7519 3.0201 1.1245 111.8626 -942.9843 0.5435 -0.1660 78.9411 374.8580 1.2494 0.0975 69.4358 227.1805 1.1485 1.0718 44.0236 78.6468 2.2477 3.4791 42.8730 75.0486 0.5120 1.4630 26.5632 36.1715 3.5488 0.3073 71.8813 255.6347 1.3785 3.8712 23.7075 31.0745 2.0050 8.3080 61.6397 160.6864 1.4603 1.2539 53.6771 115.8759 1.7039 -0.5108 28.7581 40.3668 0.9344 0.9356 59.8822 149.2662 1.3153 5.2106 58.3640 140.1769 0.7278 3.7520 59.4699 146.7304 1.3642 1.7880 60.3873 152.4440 0.9771 2.3108 67.4865 207.5642 0.7030 1.0023 63.9938 177.7301 0.8330

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4.6209 56.1278 127.9346 0.7728 6.9032 62.7557 168.4977 0.7214 2.2531 52.0751 108.6597 0.6185 1.3782 70.6659 240.8999 0.6271 4.7462 55.9441 126.9841 0.3453 0.4969 58.4290 140.5522 0.4334 1.0937 45.6879 84.1212 0.8836 0.3403 61.9312 162.6821 0.6073 0.6200 75.8677 314.3832 0.4175 2.7905 35.7387 55.6147 1.7733 1.2552 53.3272 114.2577 1.2539 0.3639 89.5611 857.9591 0.3847 1.1289 87.4047 693.9479 0.4904 1.1464 124.8724 -502.0514 0.4417 -0.6372 204.5391 -195.6580 0.2348 -1.3466 40.1361 67.0456 1.3597 2.2972 48.3557 93.6321 1.5598 2.2073 56.8835 131.9296 1.1289 0.8111 70.8060 242.5366 1.0144 2.9919 54.2006 118.3433 1.0027 4.8307 41.6330 71.3296 1.3042 5.5547 41.9235 72.1867 1.3412 4.3477 49.2574 97.0730 0.8946 1.4505 44.1561 79.0705 1.2832 1.5899 57.0941 133.0681 1.3220 -0.1679 32.8076 48.8263 1.6328 1.5463 53.6984 115.9755 1.3703 3.0646 37.4952 59.9876 1.6877 5.1373 86.3380 631.9583 0.8571 2.0396 27.0687 37.1153 2.5538 6.7100 45.4728 83.3947 1.9027 1.4691 49.7689 99.0798 0.8895 2.6205 46.2565 86.0691 0.8484 -0.2461 22.9890 29.8517 2.0782 0.7251 47.4692 90.3647 1.2224 -0.1464 58.6460 141.8144 0.7702 1.4781 45.2906 82.7839 1.2069 0.6005 35.7156 55.5587 1.5869 0.6424 49.3303 97.3567 1.2411 2.6815 33.2471 49.8062 1.6228 0.4648 54.9718 122.0829 1.0765 7.1363 35.0345 53.9278 2.6082 5.0728 91.2056 1,037.0846 0.7383

Page 11: Variáveis

Liquidez Corrente Liquidez Seca Capital de Giro EBITDA Giro do Ativo Giro do PL Margem Bruta1.2174 0.8575 342,451 -58,202 0.7439 2.8684 4.4660 0.2100 0.1972 -13,133 - 0.8800 -1.7726 13.7359 0.9412 0.8440 -2,169 -23,527 0.7349 2.2373 -29.9875 2.0083 1.8177 46,525 - 0.5533 1.4543 28.1294 0.1597 0.1136 -41,623 - 0.0372 -0.0080 -484.7573 0.4912 0.4860 -1,191,873 219,152 0.5585 4.8628 16.4854 0.6066 0.5989 -2,197,576 1,402,358 0.6016 4.1206 21.6869 0.5604 0.3376 -111,067 92,530 0.5239 1.5373 30.0258 0.0422 0.0230 -111,746 -11,316 1.1168 -0.3876 23.2345 0.2208 0.0529 -39,420 -9,634 0.6282 -0.4148 24.9313 0.2883 0.1739 -307,161 -100,773 0.5885 -1.0362 -10.3900 0.8990 0.6438 -11,888 38,252 1.0705 2.8132 30.2031 0.0669 0.0218 -234,168 -5,447 1.1193 -0.1257 -9.5869 0.4385 0.1797 -19,784 -4,897 0.4648 3.4880 9.2919 0.0575 0.0562 -112,460 - 0.1932 -0.0797 -44.3533 0.3566 0.2057 -72,065 - 0.7033 -0.4746 21.4096 0.2791 0.1606 -84,579 -31,544 0.3505 1.5068 3.6394 0.2616 0.1258 -58,725 -4,427 0.2778 -0.6240 4.0050 0.1105 0.0843 -62,157 -8,486 0.3303 -0.7022 1.5106 0.1569 0.1250 -757,550 -27,985 0.5210 -0.3042 13.6679 0.4544 0.4449 -1,460,994 482,390 2.7027 -1.1602 26.5274 2.3398 1.4901 27,119 9,663 0.6047 1.0877 26.1064 0.9425 0.5371 -1,237 -2,505 0.3546 0.5843 2.5922 2.1723 1.0336 237,154 43,285 0.3170 0.5137 27.6289 1.3705 0.3532 70,680 -23,325 0.5804 1.0835 -1.4230 1.4495 0.9917 45,652 18,284 1.8828 4.8056 2.9138 4.4355 4.0834 224,921 47,803 1.6723 2.0193 15.4079 1.1884 1.1071 8,059 11,516 1.3736 -11.5791 13.4488 1.1889 1.1779 44,002 -3,856 0.0120 0.0570 26.6503 0.3638 0.3518 -144,810 17,911 0.2008 0.6571 12.8542 1.9989 1.4312 224,758 30,166 0.2483 0.4436 38.5827 1.2652 1.2022 47,132 238,156 0.5258 0.9205 49.7600 2.6005 2.5969 30,114 6,817 0.9633 1.3117 24.3686 1.7853 1.3750 536,412 29,118 0.4699 1.6712 15.6514 2.6840 2.3893 124,064 47,438 0.6699 0.8780 40.2090 1.7802 1.0527 438,780 86,895 1.4467 3.7714 18.9998 1.7159 0.8671 489,123 168,277 1.6106 3.4769 27.7799 0.9499 0.6580 -1,941 2,333 0.4661 0.6542 8.1419 1.3931 1.0897 829,219 638,218 1.5462 3.8542 28.6038 1.1913 1.1712 500,474 2,851,774 0.8524 2.0472 23.8154 1.1107 1.0953 146,771 594,532 0.7812 1.9275 22.1394 1.3331 1.3275 306,710 568,774 0.7182 1.8131 25.0084 1.4463 1.4375 308,374 439,551 0.6448 1.9832 34.5920 0.9186 0.9013 -82,136 536,455 0.5666 1.5736 27.7574

Page 12: Variáveis

1.0952 1.0908 80,744 754,863 0.7835 1.7860 27.6375 1.1720 1.1522 455,944 2,847,854 0.9136 2.4529 23.8371 1.0099 0.9848 26,676 1,534,085 0.3954 0.8250 32.4784 1.3723 1.3585 739,747 1,233,146 0.6324 2.1558 23.8235 1.0343 1.0068 53,510 2,909,697 0.3498 0.7939 56.9992 0.8560 0.5320 -6,768 34,721 1.0505 2.5271 27.9186 1.9077 1.4459 305,340 213,291 0.5139 0.9461 37.4719 0.8812 0.7185 -163,156 731,465 0.2806 0.7372 46.8446 0.5030 0.3594 -1,009,561 966,483 0.5929 2.4570 44.9622 1.9984 1.3616 92,933 133,375 1.4105 2.1949 44.6045 1.6464 1.2302 70,415 60,143 1.2733 2.7282 32.3266 0.4391 0.2625 -124,130 40,582 1.0148 9.7209 21.0293 0.7558 0.3796 -8,901 14,049 1.1213 8.9026 29.9146 1.3414 1.0112 9,745 15,339 1.5049 -6.0504 22.6423 0.2138 0.1626 -112,648 -18,506 0.7736 -0.7400 14.0679 3.8482 1.8631 60,909 -1,383 0.3005 0.5020 26.4135 1.7648 1.2019 144,547 58,378 0.8065 1.5616 34.2649 4.8791 3.9055 283,599 51,902 0.3923 0.9099 40.7002 2.3998 2.0196 251,905 38,222 0.8970 3.0725 18.4976 1.5038 1.0890 126,901 202,999 1.2494 2.7279 25.8923 2.4402 1.5832 138,577 125,428 1.4295 2.4491 25.3694 1.8391 1.6262 100,717 46,598 0.9175 1.5798 21.6048 1.0283 0.6101 4,274 100,436 0.5172 1.0192 31.0167 2.5356 1.8380 84,407 24,274 0.9435 1.6895 23.2350 2.1081 1.7133 158,878 86,841 1.0140 2.3634 47.0292 1.9723 1.3604 481,430 69,098 0.9503 1.4144 47.6142 2.8028 2.1031 97,215 29,824 1.2859 2.7772 34.6462 2.5972 2.0389 623,554 242,536 1.1465 1.8343 42.7359 2.1507 1.4403 61,370 87,228 1.3626 9.9736 40.9172 2.5462 1.7215 78,867 32,704 1.2740 1.7469 64.4006 2.2292 1.7082 115,281 95,490 2.1313 3.9087 40.5303 1.1207 0.7368 25,240 42,966 0.8193 1.6310 20.7931 1.9298 1.4908 78,175 55,744 0.7059 1.3135 31.7417 4.2800 2.5232 169,083 5,230 0.4912 0.6379 23.9594 1.7202 1.0509 58,923 18,388 0.7280 1.3858 22.5181 1.5831 0.8885 51,499 5,288 0.4422 1.0692 12.3936 2.1492 1.4408 344,551 166,582 0.6355 1.1616 29.5304 2.1786 1.3295 850,512 179,582 0.7553 1.1749 17.9448 2.0014 1.1029 861,049 187,927 0.5158 1.0180 24.7127 2.7223 1.5604 151,330 65,289 0.7720 1.1565 35.9725 1.9224 0.9779 682,189 162,768 0.5254 1.1669 24.4957 2.5453 2.5046 800,160 427,959 1.0707 1.6481 41.4854 1.0582 0.9703 62,323 673,952 2.0617 23.4430 33.3554

Page 13: Variáveis

Margem EBIT Margem Líquida Margem EBITDA Retorno sobre Ativo (%) Retorno sobre PL (%) (fim)-3.3690 -6.5687 -3.0881 -4.8863 -18.7711

-20.9237 -59.1484 - -52.0491 --56.1481 -47.6562 -53.3563 -35.0212 -106.6202 22.3798 6.7651 - 3.7432 9.8383

597.4216 -1,361.4762 - -50.6122 -2.8935 -16.0721 9.0045 -8.9755 -78.1547

11.6810 -9.3927 18.0196 -5.6508 -36.4301 14.4016 -8.0449 22.3100 -4.2144 -12.3672 -35.0133 -80.2953 -29.2622 -89.6754 --58.5816 -69.7239 -55.1902 -43.7995 --62.1108 -135.9036 -54.7900 -79.9784 -10.0850 0.7603 12.9138 0.8139 2.0162 -18.9010 -90.8207 -17.9019 -101.6554 --18.3985 -38.3040 -15.1221 -17.8039 -133.6062

-189.1460 -652.5707 - -126.0497 --22.3163 -19.2196 - -13.5166 --32.6104 -55.3720 -28.9023 -19.4095 -83.4330 -21.9720 -44.3355 -8.7513 -12.3180 --30.9680 -65.1894 -21.1880 -21.5348 --13.6762 -73.5036 -10.5680 -38.2924 -6.1619 -1.1659 6.4519 -3.1509 -

13.0815 5.7072 17.6645 3.4512 6.2079 -17.2063 -24.4168 -7.7740 -8.6577 -14.2668 5.1715 11.7590 16.1088 3.7278 6.0404 -9.6993 -11.2218 -6.9496 -6.5129 -12.1577 5.6182 3.8938 5.8117 7.3313 18.7120 4.7379 4.0619 5.0900 6.7927 8.2036 7.1072 0.2020 8.6785 0.2774 -

-112.6568 59.3562 -105.1828 0.7129 3.6357 2.4496 3.2562 12.6404 0.6539 3.3206

13.3092 7.5633 15.4210 1.8779 1.6811 23.9035 13.6036 35.1474 7.1533 12.5217 6.4041 6.9946 7.5951 6.7379 9.1751 2.7656 -4.9263 3.7222 -2.3150 -8.6354

11.7134 8.4512 14.3581 5.6611 7.4203 3.5168 2.8622 4.6426 4.1408 10.7941 6.7675 5.4684 7.7512 8.8073 19.0128 -5.0593 -7.9743 3.2048 -3.7167 -3.6712 7.1750 5.8616 9.5618 9.0634 20.9729

23.3482 15.4697 28.9945 13.1862 9.0936 10.4698 7.7274 14.1845 6.0368 14.8946 14.7739 9.7256 19.5178 6.9850 17.6331 18.2579 12.9440 22.9878 8.3465 25.6708 19.6101 7.3085 26.6924 4.1410 11.5008

Page 14: Variáveis

23.6503 17.9347 28.7325 14.0527 32.0309 23.8371 15.9839 28.9546 14.6025 39.2074 22.0024 12.8056 28.4002 5.0630 7.4945 12.5734 4.4731 17.7564 2.8288 9.6433 55.6650 33.4671 67.2459 11.7054 26.5609 11.0411 -2.6324 19.6263 -2.7654 -6.6523 17.9685 8.3443 24.6043 4.2878 7.8209 23.1094 13.7230 35.4840 3.8513 10.1166 22.7079 -7.3042 34.3450 -4.3309 -18.1870 21.1851 14.9206 24.5075 21.0451 32.7493 12.4499 8.9235 16.0964 11.3623 24.3447 4.8597 -0.7256 10.7200 -0.7363 -7.0231

14.7821 2.5297 18.3669 2.8366 22.5209 7.3666 0.6375 9.2871 0.9594 -

-35.3523 -97.2895 -25.5788 -75.2644 --10.3485 -7.4189 -2.9879 -2.2296 -3.7299 11.2014 7.5131 14.2779 6.0591 11.5923 18.4198 10.6456 23.2134 4.1766 9.6867 3.6998 0.9506 6.6738 0.8527 2.9206

14.6438 6.6168 20.2602 8.2668 11.7087 14.7547 10.0628 17.8172 14.3846 24.6451 11.5906 11.8732 11.5906 10.8935 18.7572 33.0407 22.4337 40.6647 11.6020 20.2091 6.9990 2.5090 10.2444 2.3671 4.2388

15.8979 6.9066 19.5304 7.0037 16.3233 -0.4163 10.1502 3.9025 9.6462 14.3560 6.8346 4.0688 11.0678 5.2319 11.2996 9.0765 6.9448 12.0951 7.9625 12.3268

38.7850 31.2353 39.1296 42.5611 312.0129 5.6806 2.4689 12.1544 3.1454 4.3129

16.2408 11.2915 16.7079 24.0658 44.1355 5.7843 2.9641 8.6916 2.4284 4.7365

11.6133 8.5782 14.8500 6.0557 11.2677 -0.5061 5.0235 2.1208 2.4677 3.1976 6.3968 7.6494 9.5966 5.5687 10.5004 -0.9701 -3.2707 3.7800 -1.4462 -2.3111 12.2486 7.2032 17.2622 4.5778 8.3674 2.2216 0.4886 6.8572 0.3691 0.0773 4.3402 -21.5482 10.8064 -11.1149 -15.2055

10.5641 8.8861 15.1341 6.8603 10.1961 4.4253 -28.9213 11.5615 -15.1960 -33.9760

24.4843 15.4422 25.8686 16.5335 25.4496 12.8360 7.5590 14.9092 15.5842 176.9137

Page 15: Variáveis

Alavancagem Financeira Alavancagem Operacional ROE médio ROIC Médio Investimentos/PL9.5220 10.3992 -33.1694 - 1.5257-2.8739 -0.6307 - -14.1574 0.00003.0810 0.5317 -69.5523 -36.2042 8.91170.7975 1.7752 14.8377 10.4094 0.48660.4925 0.5669 - - -4.6805

-34.8062 2.2822 -56.1951 1.5399 0.0000-11.8272 1.6065 -30.3219 6.1141 0.0000-1.6766 3.5483 -11.6128 5.9251 5.4838-0.7957 -0.9833 - - -0.5132-0.7667 -0.4084 - - -0.5180-2.6888 0.2558 - -26.0753 -0.07100.2038 3.6512 2.8323 11.8735 0.5451-0.5395 0.2228 - - 0.000015.1824 -0.5050 -80.5167 -6.7935 0.0000-1.4240 0.4129 - - -0.06776.5298 -3.5823 - -54.3205 0.00007.2989 -0.2416 -114.4391 -11.9889 0.0759

12.3887 -0.2076 - -7.2408 -0.2738-4.8956 -0.0511 - -24.2623 -0.4611-2.4128 -1.1236 - - 0.00000.0812 4.3749 - 132.1963 -7.68331.0768 2.1382 6.3154 7.5051 0.03182.3384 -0.1579 -13.3911 -4.2469 0.1599

68.1748 6.0006 8.5214 1.8724 0.03482.1596 0.1078 -11.4609 -5.6480 0.00002.6639 -0.5043 20.3639 13.9399 8.34631.9292 3.3246 8.4656 9.8084 0.1828-0.2703 1.6353 - 10.5754 -0.0175-2.5019 -0.2366 3.6983 -3.1516 0.5243-3.8817 -2.4801 3.3042 0.4118 2.55640.9605 2.5630 1.7002 2.6590 0.00001.3011 2.0817 13.2506 11.7811 11.87172.8477 7.6315 9.4804 7.6145 0.6971

18.6646 4.4135 -8.2789 1.0926 0.00001.3311 4.2458 7.3903 7.6590 0.00002.6148 4.1435 11.2822 5.4188 0.06691.2064 4.2362 19.8787 13.8348 0.26283.0575 -0.4173 -3.5937 -1.8908 56.43022.0860 2.7401 21.3998 17.2180 0.35512.3355 1.0000 9.2425 18.6392 0.00002.5889 1.9526 15.7416 7.7707 1.18851.8489 1.6927 17.9453 8.9641 -2.5876 1.4143 26.4398 11.3261 -1.2469 1.3904 12.0113 9.3598 0.0000

Page 16: Variáveis

2.0824 1.1437 33.3246 17.6642 0.00002.6491 1.0000 40.5858 21.2643 0.00001.4801 1.3314 7.5478 7.6814 0.50241.3783 1.8821 9.4832 7.1312 1.67901.8041 1.0759 27.5139 15.1626 0.0000-0.5429 3.0729 -6.4671 9.9059 0.08431.3099 1.9469 8.0027 9.0915 0.29231.9550 1.4097 10.4803 5.8597 34.5753-1.1183 1.7750 -16.7229 10.2386 6.13161.5942 1.9600 33.7960 31.8606 0.09842.1574 2.4856 26.4744 17.9212 1.3347-1.5512 4.2895 -7.1662 6.6216 0.01281.5093 2.1022 24.6811 16.6215 0.3026-0.4185 2.8502 - 10.6563 -0.3187-2.1307 -1.1081 - -38.2881 -0.00511.1102 -1.4498 -3.6078 -3.0081 3.34491.7007 2.5514 12.0801 9.1343 1.89092.0654 1.6126 15.1556 13.8864 52.41721.0327 6.3657 2.9715 4.0261 0.00001.4665 1.6468 12.6454 18.6296 0.38141.4769 1.4931 27.1177 18.4892 2.03352.0194 1.7847 22.0983 11.7427 0.37491.6973 2.0240 22.0712 17.1699 39.69640.6779 2.6717 4.3164 5.2790 0.45991.0641 3.5770 20.1900 16.9610 0.0058-2.6557 -82.0568 15.5474 -0.4566 0.08331.6034 4.0221 11.6889 7.2840 1.03371.3340 3.8161 12.7483 9.5383 7.12235.8948 3.5243 - 42.1329 3.66870.8197 4.3748 4.3131 7.7796 0.00001.7388 2.5921 48.5675 39.0452 0.00001.0649 2.6568 5.6374 4.6064 0.00001.6996 2.9914 13.3383 9.3464 0.0000-2.7932 14.1214 3.9590 -0.2813 0.01373.6340 4.5006 11.6754 4.4595 0.04196.3369 -16.4303 -2.5403 -0.4507 0.67311.0988 2.2341 10.4423 6.3085 3.27020.3935 8.0208 0.0782 1.3982 6.52182.5648 5.7016 -13.5760 1.8216 4.48731.4072 6.0803 10.6213 6.1976 0.13143.0160 4.9696 -28.7247 1.8772 0.00001.5977 1.6944 41.6990 125.6832 0.12559.1578 5.1160 289.4371 26.2019 1.4754

Page 17: Variáveis

Ativo Fixo/PL Exigível Total/Receita Dívida Bruta Capital Investido Caixa e Equivalentes de Caixa70.4984 99.5681 1,008,296 1,492,574 226,243 -62.3827 170.0553 21,131 13,342 29 25.5989 91.3810 14,343 35,482 90 24.8915 111.9664 52,803 156,265 212 -13.9362 15,138.1951 405,108 56,604 409 0.0000 158.5017 1,936,654 3,063,483 208,756

10.5629 141.9505 6,726,099 9,633,110 686,083 165.5642 125.8399 317,471 671,473 15,406 -28.0511 347.5317 7,646 -74,442 45 -27.3196 400.2922 9,955 -16,422 2,415 -74.4044 266.4332 392,663 210,572 15,169 151.1154 57.8658 55,547 205,658 3,834 -2.5109 885.0330 98,580 -125,264 65

434.5218 186.4744 18,696 52,942 188 -32.9499 1,771.9936 25,033 -59,680 31 -34.4594 352.8884 58,548 48,965 1,329 228.4635 218.9161 64,773 252,678 138 -123.7504 520.1791 36,397 126,244 47 -154.6341 445.1200 66,792 68,726 9 -34.2535 520.6631 270,665 -146,595 3,428 -2.9858 123.1895 2,070,707 332,642 109,834 79.1334 73.4329 28,125 67,053 16,511

125.0113 110.8798 26,552 85,588 494 59.1415 120.7723 185,208 605,396 166,636 79.2727 80.0064 177,960 528,462 298 12.4859 32.3027 37,613 94,794 8,339 49.0504 10.2767 0 315,982 164,379

-330.1658 81.4388 9,053 62,178 701 6.0004 6,572.6950 19,383 89,946 1,773

63.5765 345.7561 98,238 513,038 24,272 1.8673 177.3086 238,924 666,113 12,536

118.5761 81.5333 410,946 1,147,095 35,179 5.7173 27.5751 0 51,825 6,341 2.6349 152.9643 1,021,892 1,312,708 143,844 2.9424 35.3917 13,586 356,953 68,522

22.9676 42.6061 249,398 821,457 32,715 7.3215 33.3275 69,529 726,540 7,714

44.8073 61.7026 17,117 128,757 3,792 48.7483 38.7280 124,009 1,696,136 531,745 0.1990 68.4712 2,495,985 7,866,722 162,995

17.0200 76.1246 371,098 3,823,551 442,495 0.0000 84.0807 1,429,011 3,236,707 236,788 0.0000 104.6597 1,364,283 2,125,729 234,141 0.0000 112.9432 1,298,728 2,785,192 158,896

Page 18: Variáveis

2.4578 71.6328 1,095,446 2,413,255 187,476 0.2360 68.6922 2,495,985 7,064,806 162,952

86.4363 131.7121 3,613,586 10,657,936 895,868 61.6455 111.7426 4,163,937 8,732,894 772,548

181.3703 159.9501 3,649,200 10,447,681 781,808 178.5290 55.6184 30,881 138,211 834 108.6416 88.9099 444,581 1,215,727 270,184 125.2032 220.6734 3,802,979 6,365,665 570,927 255.0514 127.9521 2,940,702 4,212,835 119,823 56.3943 25.3381 8,849 269,833 31,278 69.6549 41.8809 73,562 177,100 6,085

626.3308 88.2590 46,673 194,755 1,276 452.7235 77.9490 26,235 49,841 10 -174.8480 82.9781 36,278 77,992 2,392 -48.2714 264.3948 84,433 7,902 1,430 69.4707 133.5494 45,858 106,874 31,184 41.9539 59.9596 100,030 344,751 28,505 29.2643 144.9894 261,286 312,680 204,266 94.9286 78.9367 310,963 339,876 210,085 94.9989 43.3826 109,913 526,763 8,882 56.4376 29.1244 60,057 404,138 20,779 74.4812 45.6937 43,336 329,396 6,156 68.6463 95.2439 62,436 337,615 1,146 77.0948 46.8025 46,958 210,360 3,244 57.8752 56.3031 157,208 302,957 61,444 65.6216 34.5218 134 1,171,056 197,024 54.7820 41.7606 69,048 157,866 11,185 26.8123 32.7031 238,825 1,160,773 306,614

168.0193 63.3628 61,190 139,371 2,372 27.3554 21.2464 0 135,605 24,584 14.6193 21.3355 46,769 188,736 8,004

108.9076 60.7477 220,636 534,236 18,791 103.8592 65.5253 110,601 447,038 1,885 67.4239 46.7995 17,598 416,432 51,630 76.8895 65.2054 78,019 207,959 31,056

131.3951 132.6329 91,656 226,623 29,271 77.9112 71.2657 358,077 1,292,719 12,702 54.8159 47.2868 574,028 2,879,946 207,102 65.3753 95.6354 975,126 2,727,204 230,026 58.5219 43.0650 70,370 474,605 25,875 81.2266 104.6231 888,245 2,156,227 146,616 13.0858 32.7221 118,349 296,607 849,091

370.9543 44.2386 487,059 1,022,919 296,861

Page 19: Variáveis

Imobilizado463,220

7,315 5,045

17,546 68,629

0 199,495 446,684 27,986 14,705

132,070 159,117

6,079 40,341 28,215 54,534

165,483 100,322 88,194

298,162 192,407 39,797 68,937

309,366 245,563

8,174 228,129 37,837 3,857

137,106 8,235

872,886 3,912

12,334 11,072

113,984 45,716 49,858

844,212 9,559

370,105 0 0 0

Page 20: Variáveis

36,155 9,464

5,659,533 1,985,833 9,885,151 124,981 995,410

3,500,950 2,921,101 139,828 59,585 73,541 16,420 32,602 61,117 64,052

109,848 71,908

176,944 348,932 162,222 189,542 166,352 108,127 108,884 821,493 53,155

293,108 37,554 42,135 21,376

330,088 296,810 260,664 106,309 171,912 647,243

1,221,833 1,116,801 218,295 979,996 131,358 715,289

Page 21: Variáveis

Ativo Total Receita Operacional LíquidaInsolventes Solventes Insolventes Solventes

Mínimo 23,620 68,216 3,956 3,666 Máximo 12,935,830 13,662,280 7,782,422 9,835,578 Médio 1,227,364 2,053,753 1,014,729 1,466,655

Page 22: Variáveis

X1 (Ativo Circulante - Passivo Circulante)/Ativo Total Liquidez NomeX2 EBIT/Ativo Total AgrencoX3 Patrimônio Líquido/Exigível Total Endividamento Lark MaqsX4 Receita Líquida/Ativo Total Rentabilidade Const BeterX5 Exigível Total/Ativo Total TecnosoloX6 Ativo Circulante/Passivo Circulante Liquidez IGB S/AX7 Lucro Líquido/Ativo Total CelpaX8 (Ativo circulante - Estoques)/Passivo Circulante Liquidez Rede EnergiaX9 (Ativo Circulante + RLP)/(Passivo Circulante + ELP) Liquidez ChapecoX10 EBIT/Despesas Financeiras Endividamento EucatexX11 Lucro Líquido/Receita Líquida Rentabilidade ChiarelliX12 EBIT/(Passivo Circulante + ELP) RecrusulX13 Disponibilidades/Passivo Circulante Liquidez Kepler WeberX14 Estoques/Ativo Total SansuyX15 Disponibilidades/Ativo Permanente F GuimaraesX16 Ativo Permanente/Patrimônio Líquido Botucatu TexX17 Lucro Líquido/Lucro Bruto Tecel S JoseX18 Lucro Líquido/Patrimônio Líquido Tex RenauxX19 Lucro Bruto/Receita Líquida BuettnerX20 EBIT/Receita Líquida Fab C Renaux

SchlosserTeka

SavargRasip Agro

RenarSLC Agricola

V-AgroMinasmaquinasWlm Ind Com

AzevedoLix da Cunha

SultepaCr2

MillsSondotecnica

TrisulBematech

ItautecPositivo Inf

SpringerWhirlpoolAES Elpa

CelescCelpeCemar

Page 23: Variáveis

CematCoelce

EletropauloEnergias BR

Light S/ATractebelCacique

Iguacu CafeJosapar

M.DiasbrancoCelul IraniDuratex

FibriaKlabin S/A

EternitFras-Le

Plascar PartRiosulenseWetzel S/A

WiestAliperti

Forja TaurusLupatech

Mangels IndlDixie TogaElekeiroz

EvoraPronor

SantanenseVulcabras

GuararapesKarsten

AlpargatasCambuci

Le Lis BlancArezzo Co

CedroCremerDohler

Ind CataguasPettenati

Vicunha TextWembleyCoteminas

Marisol

Page 24: Variáveis

SpringsGol

Tam S/A

Page 25: Variáveis

Y X1 X2 X3 X4 X5 X6 X7 X8 X90 0.1352 -0.0251 0.3257 0.7439 0.7407 1.2174 -0.0487 0.8575 1.0607 0 -0.5560 -0.1841 -0.3317 0.8800 1.4964 0.2100 -0.5205 0.1972 0.4545 0 -0.0361 -0.4126 0.4891 0.7349 0.6715 0.9412 -0.3502 0.8440 1.3203 0 0.2511 0.1238 0.6141 0.5533 0.6195 2.0083 0.0374 1.8177 1.4309 0 -0.3911 0.2221 -0.8223 0.0372 5.6276 0.1597 -0.5061 0.1136 0.0246 0 -0.2735 0.0162 0.1297 0.5585 0.8852 0.4912 -0.0898 0.4860 0.5525 0 -0.1699 0.0703 0.0565 0.6016 0.8540 0.6066 -0.0532 0.5989 0.6437 0 #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?0 -0.1403 0.0754 0.5164 0.5239 0.6592 0.5604 -0.0421 0.3376 0.5923 0 -3.2272 -0.3910 -0.7516 1.1168 3.8813 0.0422 -0.8968 0.0230 0.0438 0 -1.4186 -0.3680 -0.6041 0.6282 2.5146 0.2208 -0.4385 0.0529 0.2300 0 -0.9828 -0.3655 -0.3622 0.5885 1.5679 0.2883 -0.7998 0.1739 0.3102 0 -0.0430 0.1080 0.5683 1.0705 0.6195 0.8990 0.0077 0.6438 0.6584 0 -8.6142 -0.2116 -0.8991 1.1193 9.9062 0.0669 -1.0166 0.0218 0.0783 0 -0.2840 -0.0855 0.1537 0.4648 0.8667 0.4385 -0.1780 0.1797 0.4857 0 -3.1819 -0.3654 -0.7078 0.1932 3.4228 0.0575 -1.2605 0.0562 0.0582 0 -0.6748 -0.1569 -0.5971 0.7033 2.4818 0.3566 -0.1352 0.2057 0.1967 0 -0.2716 -0.1143 0.3032 0.3505 0.7674 0.2791 -0.1941 0.1606 0.6084 0 -0.3225 -0.0610 -0.3081 0.2778 1.4452 0.2616 -0.1232 0.1258 0.3096 0 -0.5127 -0.1023 -0.3199 0.3303 1.4704 0.1105 -0.2153 0.0843 0.0850 0 -1.4903 -0.0712 -0.6314 0.5210 2.7124 0.1569 -0.3830 0.1250 0.1520 0 -0.5281 0.1665 -0.6996 2.7027 3.3294 0.4544 -0.0315 0.4449 0.2257 1 0.2998 0.0791 1.2520 0.6047 0.4441 2.3398 0.0345 1.4901 1.2608 1 -0.0136 -0.0610 1.5435 0.3546 0.3932 0.9425 -0.0866 0.5371 0.6070 1 0.2798 0.0164 1.7323 0.3170 0.3563 2.1723 0.0373 1.0336 1.6098 1 0.1222 -0.0563 1.1535 0.5804 0.4643 1.3705 -0.0651 0.3532 1.0029 1 0.2732 0.1058 0.6442 1.8828 0.6082 1.4495 0.0733 0.9917 1.4489 1 0.4005 0.0792 4.8128 1.6723 0.1719 4.4355 0.0679 4.0834 3.0201 1 0.0834 0.0976 -0.1061 1.3736 1.1186 1.1884 0.0028 1.1071 0.5435 1 0.1442 -0.0135 0.2674 0.0120 0.7894 1.1889 0.0077 1.1779 1.2494 1 -0.2052 0.0049 0.4323 0.2008 0.6943 0.3638 0.0101 0.3518 1.1485 1 0.2853 0.0330 1.1936 0.2483 0.4402 1.9989 0.0094 1.4312 2.2477 1 0.0366 0.1257 1.3325 0.5258 0.4287 1.2652 0.0715 1.2022 0.5120 1 0.3232 0.0617 2.7641 0.9633 0.2656 2.6005 0.0674 2.5969 3.5488 1 0.3222 0.0130 0.3869 0.4699 0.7188 1.7853 -0.0243 1.3750 1.3785 1 0.2515 0.0785 3.2181 0.6699 0.2371 2.6840 0.0566 2.3893 2.0050 1 0.3392 0.0509 0.6221 1.4467 0.6164 1.7802 0.0414 1.0527 1.4603 1 0.3629 0.1090 0.8630 1.6106 0.5368 1.7159 0.0881 0.8671 1.7039 1 -0.0124 -0.0236 2.0750 0.4661 0.2876 0.9499 -0.0262 0.6580 0.9344 1 0.1921 0.1109 0.6354 1.5462 0.5988 1.3931 0.0841 1.0897 1.3153 1 0.0434 0.1990 0.3016 0.8524 0.5836 1.1913 0.0379 1.1712 0.7278 1 0.0274 0.0818 0.6815 0.7812 0.5947 1.1107 0.0604 1.0953 1.3642 1 0.0756 0.1061 0.6560 0.7182 0.6039 1.3331 0.0698 1.3275 0.9771 1 0.1040 0.1177 0.4818 0.6448 0.6749 1.4463 0.0835 1.4375 0.7030

Page 26: Variáveis

1 -0.0232 0.1111 0.5627 0.5666 0.6399 0.9186 0.0414 0.9013 0.8330 1 0.0241 0.1853 0.7816 0.7835 0.5613 1.0952 0.1405 1.0908 0.7728 1 0.0424 0.2178 0.5935 0.9136 0.6276 1.1720 0.1460 1.1522 0.7214 1 0.0020 0.0870 0.6473 0.3954 0.5208 1.0099 0.0359 0.9848 0.6185 1 0.0674 0.0795 0.4151 0.6324 0.7067 1.3723 0.0283 1.3585 0.6271 1 0.0043 0.1947 0.7872 0.3498 0.5594 1.0343 0.1170 1.0068 0.3453 1 #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?1 #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?1 #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?1 #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?1 -0.0402 0.1160 0.7115 1.0505 0.5843 0.8560 -0.0277 0.5320 0.4334 1 0.1810 0.0923 1.1743 0.5139 0.4569 1.9077 0.0425 1.4459 0.8836 1 -0.0222 0.0649 0.6147 0.2806 0.6193 0.8812 0.0385 0.7185 0.6073 1 -0.2127 0.1346 0.3012 0.5929 0.7581 0.5030 -0.0439 0.3594 0.4175 1 0.2409 0.2988 1.7980 1.4105 0.3574 1.9984 0.2105 1.3616 1.7733 1 0.2400 0.1585 0.8752 1.2733 0.5333 1.6464 0.1136 1.2302 1.2539 1 -0.3327 0.0493 0.1163 1.0148 0.8956 0.4391 -0.0073 0.2625 0.3847 1 -0.1305 0.1658 0.1441 1.1213 0.8740 0.7558 0.0284 0.3796 0.4904 1 0.0888 0.1109 -0.1992 1.5049 1.2487 1.3414 0.0096 1.0112 0.4417 1 -1.2045 -0.2735 -0.5111 0.7736 2.0454 0.2138 -0.7526 0.1626 0.2348 1 0.3955 -0.0311 1.4912 0.3005 0.4014 3.8482 -0.0223 1.8631 1.3597 1 0.2851 0.0903 1.0617 0.8065 0.4836 1.7648 0.0599 1.2019 1.5598 1 0.4976 0.0723 0.7580 0.3923 0.5688 4.8791 0.0418 3.9055 1.1289 1 0.3945 0.0332 0.4123 0.8970 0.7081 2.3998 0.0085 2.0196 1.0144 1 0.1582 0.1830 0.5511 1.2494 0.5420 1.5038 0.0536 1.0890 1.0027 1 0.2814 0.2109 1.4019 1.4295 0.4163 2.4402 0.1438 1.5832 1.3042 1 0.2298 0.1063 1.3853 0.9175 0.4192 1.8391 0.1089 1.6262 1.3412 1 0.0089 0.1709 0.9365 0.5172 0.4926 1.0283 0.1025 0.6101 0.8946 1 0.3361 0.0660 1.2647 0.9435 0.4416 2.5356 0.0237 1.8380 1.2832 1 0.3623 0.1612 0.7553 1.0140 0.5681 2.1081 0.0700 1.7133 1.3220 1 0.2584 -0.0040 2.0481 0.9503 0.3281 1.9723 0.0965 1.3604 1.6328 1 0.4639 0.0879 0.8623 1.2859 0.5370 2.8028 0.0523 2.1031 1.3703 1 0.3565 0.1041 1.6073 1.1465 0.3750 2.5972 0.0770 2.0389 1.6877 1 0.3751 0.5285 0.1570 1.3626 0.8634 2.1507 0.4263 1.4403 0.8571 1 0.3734 0.0724 2.6943 1.2740 0.2707 2.5462 0.0315 1.7215 2.5538 1 0.4299 0.3461 1.1991 2.1313 0.4547 2.2292 0.2407 1.7082 1.9027 1 0.0418 0.0474 0.9460 0.8193 0.4977 1.1207 0.0238 0.7368 0.8895 1 0.1470 0.0820 1.1619 0.7059 0.4626 1.9298 0.0606 1.4908 0.8484 1 0.3368 -0.0025 3.3483 0.4912 0.2299 4.2800 0.0246 2.5232 2.0782 1 0.2239 0.0466 1.1066 0.7280 0.4747 1.7202 0.0552 1.0509 1.2224 1 0.1628 -0.0043 0.6727 0.4422 0.5865 1.5831 -0.0096 0.8885 0.7702 1 0.2269 0.0778 1.2080 0.6355 0.4529 2.1492 0.0458 1.4408 1.2069 1 0.2453 0.0168 0.3413 0.7553 0.3572 2.1786 0.0005 1.3295 1.5869 1 0.2554 0.0224 0.7320 0.5158 0.4933 2.0014 -0.0770 1.1029 1.2411 1 0.2708 0.0816 1.9972 0.7720 0.3325 2.7223 0.0681 1.5604 1.6228

Page 27: Variáveis

1 0.2546 0.0233 0.8132 0.5254 0.5497 1.9224 -0.1530 0.9779 1.0765 1 0.5178 0.2621 1.8543 1.0707 0.3503 2.5453 0.1653 2.5046 2.6082 1 0.0284 0.2646 0.0959 2.0617 0.9070 1.0582 0.1556 0.9703 0.7383

Page 28: Variáveis

X10 X11 X12 X13 X14 X15 X16 X17 X18 X19-0.8619 -0.0654 -0.0338 0.1437 0.2238 0.4166 0.8885 -1.4653 -0.2018 0.0447 -1.1406 -0.5915 -0.1230 0.0017 0.0090 0.0038 -0.6442 -4.3061 1.0484 0.1374 -6.9955 -0.4766 -0.6144 0.0024 0.0598 0.0132 0.3451 1.5892 -1.0662 -0.2999 1.3840 0.0677 0.1999 0.0046 0.0474 0.0101 0.2983 0.2405 0.0984 0.2813 0.1819 -13.6148 0.0395 0.0083 0.0215 0.0045 -0.1862 2.8086 0.1094 -4.8476 0.0893 -0.1607 0.0183 0.0891 0.0028 0.0937 4.4493 -0.9749 -0.7815 0.1649 0.3780 -0.0884 0.0823 0.1228 0.0033 0.1178 9.3386 -0.4077 -1.1030 0.2169

#NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?0.3090 -0.0804 0.1144 0.0610 0.0711 0.0319 1.7904 -0.2679 -0.1238 0.3003

-0.6955 -0.8030 -0.1007 0.0004 0.0646 0.0016 -0.2845 -3.4559 0.3074 0.2323 -1.9171 -0.6981 -0.1463 0.0477 0.3058 0.2061 -0.2776 -2.8001 0.2887 0.2493 -1.1604 -1.3590 -0.2331 0.0351 0.1580 0.0945 -0.9044 13.0802 1.4082 -0.1039 0.9482 0.0072 0.1743 0.0326 0.1086 0.0234 1.6821 0.0237 0.0218 0.3020

-0.2422 -0.9082 -0.0214 0.0003 0.4169 0.0107 -0.0252 9.4734 0.1141 -0.0959 -0.9498 -0.3830 -0.0987 0.0053 0.1309 0.0047 4.3452 -4.1223 -1.3361 0.0929 -0.3748 -6.5257 -0.1067 0.0003 0.0043 0.0011 -0.3306 14.7130 0.5203 -0.4435 -0.9492 -0.1922 -0.0632 0.0119 0.1583 0.0243 -0.3454 -0.8977 0.0912 0.2141 -1.0477 -0.5537 -0.1490 0.0012 0.0446 0.0008 2.2917 -15.2148 -0.8343 0.0364 -0.4148 -0.4434 -0.0422 0.0006 0.0593 0.0005 -1.2411 -11.0701 0.2767 0.0400 -0.7519 -0.6519 -0.0696 0.0001 0.0151 0.0001 -1.8600 -43.1554 0.4578 0.0151 -0.2404 -0.7351 -0.0263 0.0038 0.0562 0.0115 -0.3432 -5.3783 0.2236 0.1367 0.7983 -0.0117 0.0500 0.0410 0.0092 0.1598 -0.1067 -0.0439 0.0135 0.2653 2.1285 0.0571 0.1781 0.8157 0.1901 0.4147 0.7917 0.2186 0.0621 0.2611

-1.1600 -0.2442 -0.1552 0.0230 0.0959 0.0071 1.2546 -9.4216 -0.1427 0.0259 0.5012 0.1176 0.0460 0.8237 0.2718 0.4610 0.6911 0.4256 0.0604 0.2763

-2.1991 -0.1122 -0.1212 0.0016 0.3356 0.0010 0.9975 7.8855 -0.1216 -0.0142 3.1858 0.0389 0.1739 0.0821 0.2782 0.4202 0.3031 1.3363 0.1871 0.0291 4.9612 0.0406 0.4610 2.5108 0.0411 0.6085 0.5815 0.2637 0.0821 0.1541 1.1245 0.0020 0.0873 0.0164 0.0360 0.0185 -3.3023 0.0150 -0.0233 0.1345

-0.1660 0.6375 -0.0171 0.0076 0.0084 0.4227 0.0651 2.3920 0.0363 0.2665 0.0975 0.0505 0.0071 0.1066 0.0038 0.1699 0.6747 0.3932 0.0338 0.1285 1.0718 0.0379 0.0751 0.0557 0.1621 1.5193 0.0199 0.0982 0.0179 0.3858 3.4791 0.1360 0.2932 0.1979 0.0087 0.0350 1.3663 0.2734 0.1252 0.4976 1.4630 0.0699 0.2322 0.3370 0.0007 1.1875 0.0781 0.2870 0.0918 0.2437 0.3073 -0.0517 0.0181 0.2106 0.1683 9.5016 0.0327 -0.3301 -0.0873 0.1565 3.8712 0.0845 0.3310 0.9301 0.0440 0.2648 0.6877 0.2102 0.0742 0.4021 8.3080 0.0286 0.0825 0.0582 0.3163 0.2532 0.2604 0.1506 0.1080 0.1900 1.2539 0.0547 0.2031 0.0113 0.4303 0.0670 0.1843 0.1968 0.1901 0.2778

-0.5108 -0.0561 -0.0820 0.0978 0.0725 0.0332 1.2255 -0.6892 -0.0438 0.0814 0.9356 0.0544 0.1853 0.2521 0.1483 0.5800 0.5581 0.1902 0.2211 0.2860 5.2106 0.0444 0.3410 0.0623 0.0046 0.0246 3.2677 0.1865 0.2151 0.2382 3.7520 0.0773 0.1375 0.3339 0.0038 0.4371 0.4655 0.3490 0.1489 0.2214 1.7880 0.0973 0.1757 0.2572 0.0013 0.1424 1.0348 0.3889 0.1763 0.2501 2.3108 0.1294 0.1745 0.3389 0.0021 0.1502 1.6164 0.3742 0.2567 0.3459

Page 29: Variáveis

1.0023 0.0731 0.1736 0.1575 0.0049 0.0959 1.2968 0.2633 0.1150 0.2776 4.6209 0.1793 0.3302 0.2211 0.0011 0.0987 1.2906 0.6489 0.3203 0.2764 6.9032 0.1598 0.3470 0.0615 0.0049 0.0277 1.4695 0.6705 0.3921 0.2384 2.2531 0.0908 0.1670 0.3333 0.0049 0.0967 2.0112 0.2797 0.1066 0.3248 1.3782 0.0447 0.1125 0.3888 0.0025 0.1263 1.8983 0.1878 0.0964 0.2382 4.7462 0.3346 0.3480 0.5014 0.0035 0.0783 1.8322 0.5870 0.2657 0.5700

#NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?#NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?#NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?#NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME? #NAME?

0.4969 -0.0263 0.1985 0.0177 0.0904 0.0066 1.7964 -0.0943 -0.0665 0.2792 1.0937 0.0827 0.2021 0.8032 0.0921 0.2686 1.1115 0.2206 0.0792 0.3747 0.3403 0.1372 0.1047 0.4157 0.0304 0.1246 1.6390 0.2929 0.1012 0.4684 0.6200 -0.0740 0.1776 0.0590 0.0615 0.0369 2.9936 -0.1646 -0.1922 0.4496 2.7905 0.1492 0.8361 0.3360 0.1536 0.2213 0.5700 0.3345 0.3275 0.4460 1.2552 0.0892 0.2973 0.0559 0.1545 0.0626 0.7099 0.2760 0.2435 0.3233 0.3639 -0.0072 0.0551 0.0058 0.1048 0.0052 6.2927 -0.0344 -0.0704 0.2103 1.1289 0.0253 0.1896 0.0003 0.2011 0.0003 4.5361 0.0846 0.2252 0.2991 1.1464 0.0064 0.0888 0.0838 0.0859 0.0486 -1.8030 0.0282 -0.0386 0.2264

-0.6372 -0.9729 -0.1337 0.0100 0.0784 0.0294 -0.4972 -6.9157 0.7200 0.1407 -1.3466 -0.0743 -0.0775 1.4582 0.2756 0.4457 0.7590 -0.2813 -0.0373 0.2641 2.2972 0.0742 0.1868 0.1508 0.2099 0.2288 0.4786 0.2166 0.1166 0.3426 2.2073 0.1065 0.1270 2.7940 0.1249 1.0017 0.8299 0.2616 0.0969 0.4070 0.8111 0.0095 0.0469 1.1674 0.1072 1.1678 0.9652 0.0514 0.0292 0.1850 2.9919 0.0429 0.3376 0.0353 0.1303 0.0243 1.5285 0.1658 0.1795 0.2589 4.8307 0.1006 0.5066 0.2160 0.1674 0.0923 0.7830 0.3967 0.2465 0.2537 5.5547 0.1187 0.2537 0.0513 0.0583 0.0321 0.7537 0.5496 0.1876 0.2160 4.3477 0.1983 0.3469 0.0076 0.1321 0.0043 1.2125 0.6393 0.2223 0.3102 1.4505 0.0251 0.1495 0.0590 0.1527 0.0298 0.7761 0.1080 0.0424 0.2323 1.5899 0.0691 0.2838 0.4285 0.1291 0.5628 0.5804 0.1469 0.1632 0.4703

-0.1679 0.1015 -0.0121 0.3979 0.1626 0.2277 0.6910 0.2132 0.1436 0.4761 1.5463 0.0407 0.1637 0.2074 0.1800 0.2020 0.5706 0.1174 0.1130 0.3465 3.0646 0.0672 0.2775 0.7854 0.1246 0.4774 0.6093 0.1572 0.1279 0.4274 5.1373 0.3128 0.6121 0.0445 0.2316 0.0558 1.9184 0.7646 3.1456 0.4092 2.0396 0.0247 0.2674 0.4820 0.1992 0.3771 0.4233 0.0383 0.0431 0.6440 6.7100 0.1129 0.7612 0.0853 0.1822 0.2214 0.2472 0.2786 0.4414 0.4053 1.4691 0.0290 0.0952 0.0899 0.1330 0.0559 1.1837 0.1397 0.0505 0.2079 2.6205 0.0858 0.1772 0.0224 0.0694 0.0058 1.1305 0.2703 0.1127 0.3174

-0.2461 0.0501 -0.0108 1.0016 0.1804 0.1969 0.6785 0.2092 0.0320 0.2396 0.7251 0.0758 0.0981 0.3796 0.2081 0.2811 0.7990 0.3365 0.1050 0.2252

-0.1464 -0.0216 -0.0073 0.3314 0.1939 0.1687 1.3898 -0.1744 -0.0242 0.1239 1.4781 0.0720 0.1719 0.0424 0.1399 0.0185 0.8287 0.2439 0.0837 0.2953 0.6005 0.0007 0.0470 0.2870 0.1767 0.1379 3.5542 0.0037 0.0041 0.1794 0.6424 -0.1494 0.0454 0.2675 0.2291 0.1759 1.0739 -0.6044 -0.2134 0.2471 2.6815 0.0882 0.2453 0.2945 0.1827 0.1006 0.6934 0.2451 0.1025 0.3597

Page 30: Variáveis

0.4648 -0.2912 0.0423 0.1982 0.2607 0.1340 0.9133 -1.1887 -0.3422 0.2450 7.1363 0.1544 0.7483 1.6398 0.0136 6.3735 0.1327 0.3722 0.2545 0.4149 5.0728 0.0755 0.2918 0.2772 0.0429 0.4098 3.7968 0.2262 1.7879 0.3336

Page 31: Variáveis

X20-0.0337 -0.2092 -0.5615 0.2238 5.9742 0.0289 0.1168

#NAME?0.1440

-0.3501 -0.5858 -0.6211 0.1009

-0.1890 -0.1840 -1.8915 -0.2232 -0.3261 -0.2197 -0.3097 -0.1368 0.0616 0.1308

-0.1721 0.0517

-0.0970 0.0562 0.0474 0.0711

-1.1266 0.0245 0.1331 0.2390 0.0640 0.0277 0.1171 0.0352 0.0677

-0.0506 0.0717 0.2335 0.1047 0.1477 0.1826

Page 32: Variáveis

0.1961 0.2365 0.2384 0.2200 0.1257 0.5567

#NAME?#NAME?#NAME?#NAME?

0.1104 0.1797 0.2311 0.2271 0.2119 0.1245 0.0486 0.1478 0.0737

-0.3535 -0.1035 0.1120 0.1842 0.0370 0.1464 0.1475 0.1159 0.3304 0.0700 0.1590

-0.0042 0.0683 0.0908 0.3879 0.0568 0.1624 0.0578 0.1161

-0.0051 0.0640

-0.0097 0.1225 0.0222 0.0434 0.1056

Page 33: Variáveis

0.0443 0.2448 0.1284

Page 34: Variáveis

RC3 RC8 RC2 RC1 RC7 RC4 RC6 RC5 RC3X1 0.1473 0.9429 0.1822 0.1065 0.0073 -0.0487 -0.0081 0.0379982 X2 0.7813 X2 0.7813 0.4907 0.1048 0.0055 -0.1097 0.0591 0.1817 0.023384 X4 0.6300 X3 0.1850 0.3052 0.4732 0.7459 0.1007 0.0534 0.0071 -0.04178 X10 0.8692 X4 0.6300 -0.0986 0.0264 -0.1731 0.4288 0.2862 -0.2697 -0.123376 X12 0.8909 X5 -0.0668 -0.8629 -0.1525 -0.2862 -0.2483 0.0765 -0.1158 -0.020214 EBIT/EXIGTOTX6 0.2112 0.3196 0.7746 0.3586 0.0621 0.2558 -0.0708 0.0370333X7 0.4857 0.7327 0.1745 0.1307 0.2410 0.0539 0.1472 0.0287424X8 0.3041 0.2627 0.8029 0.3358 0.0982 -0.0088 -0.0922 0.0908336X9 0.2490 0.2753 0.4003 0.7090 0.1241 0.2013 -0.1370 0.1684546

X10 0.8692 0.1060 0.1504 0.1618 0.0518 -0.1109 0.0268 0.0576114X11 0.0548 0.2632 0.0819 0.1412 0.9059 0.0437 0.1146 0.0376644X12 0.8909 0.1525 0.1472 0.2370 0.0291 -0.0146 0.0558 0.06139X13 0.0232 0.0411 0.9502 0.0734 0.0097 -0.0758 0.0376 0.1266432X14 -0.0208 -0.0571 0.0283 0.1090 0.0545 0.9704 -0.0306 0.004553X15 0.0547 0.0420 0.1560 0.0481 0.0185 0.0021 -0.0613 0.9773644X16 0.0838 0.1144 -0.0470 -0.0609 0.0816 -0.0343 0.9511 -0.064707

Page 35: Variáveis

RC8 RC2 RC1 RC7 RC4 RC6 RC5X1 0.9429 X6 0.7746 X3 0.7459 X11 0.9059 X14 0.9704 X16 0.9511 X15X5 -0.8629 X8 0.8029 X9 0.7090 X7 0.7327 X13 0.9502

(AC-PC)/AT DISP/PC PL/EXIGTOT LL/RL EST/AT AP/PL DISP/AP

Page 36: Variáveis

RC50.97736

DISP/AP

Page 37: Variáveis

Situação Real Classificação Escores Erro3 0 0 -2.3649 0 Classificadas como:8 0 0 -2.1553 0 Insolvente

12 0 0 -2.0318 0 Insolvente 16 72.73%10 0 0 -1.9985 0 Solventes 1 1.43%11 0 0 -1.9982 0 Total 1716 0 0 -1.9771 014 0 0 -1.9030 064 1 0 -1.8808 1 Erro Tipo I 27.27%17 0 0 -1.7565 0 Erro Tipo II 1.43%

2 0 0 -1.6931 0 Erro Total 7.61%21 0 0 -1.6819 0

5 0 0 -1.6633 020 0 0 -1.5312 022 0 0 -1.5257 019 0 0 -1.4433 018 0 0 -1.2091 015 0 0 -1.1978 063 1 1 -0.9765 029 1 1 -0.8990 0

6 0 1 -0.8875 130 1 1 -0.8670 0

1 0 1 -0.8631 161 1 1 -0.7950 0

7 0 1 -0.7704 135 1 1 -0.6623 031 1 1 -0.6535 087 1 1 -0.6204 068 1 1 -0.5584 085 1 1 -0.4833 062 1 1 -0.3893 026 1 1 -0.3839 049 1 1 -0.3699 053 1 1 -0.3423 058 1 1 -0.2855 088 1 1 -0.2819 0

9 0 1 -0.2754 137 1 1 -0.2731 090 1 1 -0.2194 057 1 1 -0.2168 092 1 1 -0.1421 024 1 1 -0.1378 044 1 1 -0.1358 0

𝑦=0,8779434𝑋_3+2,8336985𝑋_12

Page 38: Variáveis

45 1 1 -0.0672 042 1 1 -0.0651 013 0 1 -0.0604 167 1 1 -0.0277 048 1 1 -0.0115 027 1 1 0.0052 043 1 1 0.0207 040 1 1 0.0297 065 1 1 0.0364 081 1 1 0.0472 0

4 0 1 0.0524 155 1 1 0.1340 076 1 1 0.1676 041 1 1 0.1779 084 1 1 0.1964 032 1 1 0.2074 038 1 1 0.2799 069 1 1 0.3872 066 1 1 0.4083 074 1 1 0.4141 047 1 1 0.4512 082 1 1 0.4691 073 1 1 0.4809 086 1 1 0.4944 039 1 1 0.5362 056 1 1 0.5505 023 1 1 0.5508 060 1 1 0.5576 046 1 1 0.5687 025 1 1 0.5981 050 1 1 0.6241 075 1 1 0.7108 072 1 1 0.7521 078 1 1 0.8192 054 1 1 0.8510 071 1 1 0.8818 033 1 1 0.9474 077 1 1 1.1444 051 1 1 1.1809 089 1 1 1.3954 070 1 1 1.6133 083 1 1 1.8558 034 1 1 2.0317 079 1 1 2.0699 080 1 1 2.1566 0

Page 39: Variáveis

91 1 1 2.6952 036 1 1 2.7100 059 1 1 2.8947 052 1 1 3.0977 028 1 1 4.4787 0

Page 40: Variáveis

Classificadas como:TotalSolvente

6 27.27% 2269 98.57% 70

75 92

Page 41: Variáveis

Situação Real Classificação Logit Erro Classificadas como:1 0 0 0.5924009 0 Insolventes2 0 0 0.1025088 0 Insolventes 19 86.36%3 0 0 0.0316076 0 Solventes 5 7.14%4 0 1 0.9487915 1 Total 245 0 0 0.0843525 06 0 0 0.5482962 07 0 0 0.6115363 0 Erro Tipo I 13.64%8 0 0 0.0254855 0 Erro Tipo II 7.14%9 0 1 0.8819519 1 Erro Total 8.70%

10 0 0 0.0387316 011 0 0 0.0421652 012 0 0 0.0445366 013 0 1 0.9308273 114 0 0 0.0451364 015 0 0 0.3551997 016 0 0 0.0418857 017 0 0 0.0764015 018 0 0 0.3689645 019 0 0 0.1812289 020 0 0 0.1489488 021 0 0 0.0895503 022 0 0 0.124029 023 1 1 0.9899628 024 1 1 0.9516583 025 1 1 0.9933084 026 1 1 0.8918061 027 1 1 0.9434746 028 1 1 1 029 1 0 0.505845 130 1 0 0.5815464 131 1 1 0.7272523 032 1 1 0.9750695 033 1 1 0.9965561 034 1 1 0.9999114 035 1 1 0.7172857 036 1 1 0.9999884 037 1 1 0.8889497 038 1 1 0.9748484 039 1 1 0.9935933 040 1 1 0.9464967 041 1 1 0.9551475 0

𝑦=1/(1+ ^(𝑒 −(2,8720 _3+7,3467 _12𝑋 𝑋 −0,3129)) )

Page 42: Variáveis

42 1 1 0.9343051 043 1 1 0.9459302 044 1 1 0.9131195 045 1 1 0.9294685 046 1 1 0.9873517 047 1 1 0.9809397 048 1 1 0.941211 049 1 1 0.846303 050 1 1 0.9890622 051 1 1 0.9984899 052 1 1 0.9999936 053 1 1 0.8509048 054 1 1 0.9965477 055 1 1 0.9604117 056 1 1 0.9894836 057 1 1 0.9021851 058 1 1 0.8649164 059 1 1 0.9999832 060 1 1 0.9876844 061 1 0 0.6048182 162 1 1 0.8166971 063 1 0 0.4420701 164 1 0 0.0593502 165 1 1 0.9677166 066 1 1 0.983835 067 1 1 0.9425287 068 1 1 0.7712754 069 1 1 0.9770141 070 1 1 0.9994103 071 1 1 0.9960461 072 1 1 0.9927912 073 1 1 0.9880835 074 1 1 0.9809428 075 1 1 0.9958498 076 1 1 0.9666176 077 1 1 0.9982425 078 1 1 0.9903854 079 1 1 0.9999164 080 1 1 0.9998373 081 1 1 0.957031 082 1 1 0.9869514 083 1 1 0.9999013 084 1 1 0.9730356 085 1 1 0.8271247 086 1 1 0.9880967 0

Page 43: Variáveis

87 1 1 0.7334816 088 1 1 0.8930884 089 1 1 0.9992726 090 1 1 0.9115859 091 1 1 0.9999727 092 1 1 0.8915014 0

Page 44: Variáveis

Classificadas como:Solventes Total

3 13.64% 2265 92.86% 70

68 92

Page 45: Variáveis
Page 46: Variáveis

Situação Real Classificação Erro Classificadas como:1 0 1 1 Insolventes Solventes2 0 0 0 Insolventes 18 81.82% 4 18.18%3 0 0 0 Solventes 2 2.86% 68 97.14%4 0 1 1 Total 20 725 0 0 06 0 0 07 0 0 0 Erro Tipo I 18.18%8 0 0 0 Erro Tipo II 2.86%9 0 0 0 Erro Total 6.52%

10 0 0 011 0 0 012 0 0 013 0 1 114 0 0 015 0 0 016 0 0 017 0 0 018 0 0 019 0 0 020 0 0 021 0 0 022 0 1 123 1 1 024 1 1 025 1 1 026 1 1 027 1 1 028 1 1 029 1 1 030 1 1 031 1 1 032 1 1 033 1 1 034 1 1 035 1 1 036 1 1 037 1 1 038 1 1 039 1 1 040 1 1 041 1 1 042 1 1 043 1 1 0

Page 47: Variáveis

44 1 1 045 1 1 046 1 1 047 1 1 048 1 1 049 1 1 050 1 1 051 1 1 052 1 1 053 1 1 054 1 1 055 1 1 056 1 1 057 1 1 058 1 1 059 1 1 060 1 1 061 1 1 062 1 1 063 1 1 064 1 0 165 1 1 066 1 1 067 1 1 068 1 1 069 1 1 070 1 1 071 1 1 072 1 1 073 1 1 074 1 1 075 1 1 076 1 1 077 1 1 078 1 1 079 1 1 080 1 1 081 1 1 082 1 1 083 1 1 084 1 1 085 1 1 086 1 1 087 1 1 088 1 1 0

Page 48: Variáveis

89 1 1 090 1 1 091 1 1 092 1 1 0

Page 49: Variáveis

Total227092