company_id int64 1 1k | company_name stringclasses 1k
values | industry stringclasses 9
values | region stringclasses 7
values | year int64 2.02k 2.03k | revenue float64 35.9 181k | profit_margin float64 -20 50 | market_cap float64 1.8 865k | growth_rate float64 -36 38 ⌀ | esg_overall_score float64 6.3 98.8 | esg_environmental_score float64 0 100 | esg_social_score float64 0 100 | esg_governance_score float64 0 100 | carbon_emissions float64 2.04k 174M | water_usage float64 1.02k 52.2M | energy_consumption float64 5.11k 1.74B |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
819 | Company_819 | Finance | Asia | 2,017 | 1,495.6 | 21.2 | 5,128.5 | 15.9 | 60.1 | 82.1 | 32.1 | 66 | 18,702 | 9,351 | 46,754.9 |
819 | Company_819 | Finance | Asia | 2,018 | 1,521.6 | 18.4 | 3,128.6 | 1.7 | 60.6 | 80.9 | 33.7 | 67.4 | 19,289.4 | 9,644.7 | 48,223.4 |
819 | Company_819 | Finance | Asia | 2,019 | 1,941.3 | 14.4 | 5,146.8 | 27.6 | 62 | 83.4 | 35.6 | 67.1 | 23,924.7 | 11,962.4 | 59,811.8 |
819 | Company_819 | Finance | Asia | 2,020 | 2,319.5 | 12.2 | 2,306.5 | 19.5 | 62.8 | 88.4 | 34.5 | 65.5 | 26,974.3 | 13,487.2 | 67,435.8 |
819 | Company_819 | Finance | Asia | 2,021 | 2,307.8 | 9.2 | 3,245 | -0.5 | 64.2 | 88 | 36.3 | 68.1 | 26,950 | 13,475 | 67,375 |
819 | Company_819 | Finance | Asia | 2,022 | 2,310.5 | 10.7 | 3,081.4 | 0.1 | 65.8 | 88.5 | 36.2 | 72.7 | 26,840.5 | 13,420.2 | 67,101.2 |
819 | Company_819 | Finance | Asia | 2,023 | 2,477.8 | 10.1 | 3,051.5 | 7.2 | 65.6 | 85.5 | 37.2 | 74.2 | 29,823.4 | 14,911.7 | 74,558.5 |
819 | Company_819 | Finance | Asia | 2,024 | 2,906.8 | 11.6 | 3,796.5 | 17.3 | 65.8 | 87.8 | 36.8 | 72.6 | 34,031.8 | 17,015.9 | 85,079.4 |
819 | Company_819 | Finance | Asia | 2,025 | 2,919.5 | 10.6 | 5,047 | 0.4 | 66.5 | 89 | 36.7 | 73.9 | 33,708.7 | 16,854.3 | 84,271.7 |
820 | Company_820 | Energy | Europe | 2,015 | 335.1 | 3.6 | 157.6 | null | 48.8 | 19.5 | 48.7 | 78 | 356,301.6 | 106,890.5 | 3,563,016 |
820 | Company_820 | Energy | Europe | 2,016 | 430.9 | 3.1 | 139.6 | 28.6 | 48.7 | 20.2 | 48.5 | 77.3 | 456,107.7 | 136,832.3 | 4,561,076.9 |
820 | Company_820 | Energy | Europe | 2,017 | 548.5 | 3.3 | 346.2 | 27.3 | 49.1 | 20.7 | 48.7 | 77.8 | 578,735.8 | 173,620.8 | 5,787,358.4 |
820 | Company_820 | Energy | Europe | 2,018 | 678.9 | 3.5 | 439 | 23.8 | 50.8 | 22.5 | 53.4 | 76.5 | 707,725.6 | 212,317.7 | 7,077,256.5 |
820 | Company_820 | Energy | Europe | 2,019 | 754.4 | 4.4 | 573.2 | 11.1 | 51 | 23.2 | 52.9 | 77 | 782,763.4 | 234,829 | 7,827,633.5 |
820 | Company_820 | Energy | Europe | 2,020 | 986.4 | 2.8 | 276.5 | 30.8 | 52.8 | 23.1 | 55.3 | 80.1 | 1,024,458.2 | 307,337.4 | 10,244,581.7 |
820 | Company_820 | Energy | Europe | 2,021 | 1,195.6 | -2.6 | 2,189.5 | 21.2 | 51.7 | 25.8 | 52.1 | 77 | 1,219,070.6 | 365,721.2 | 12,190,706.3 |
820 | Company_820 | Energy | Europe | 2,022 | 1,334.4 | -16.3 | 1,038.2 | 11.6 | 55.9 | 30.6 | 56.2 | 80.8 | 1,315,836.4 | 394,750.9 | 13,158,363.8 |
820 | Company_820 | Energy | Europe | 2,023 | 1,411.9 | -20 | 6,671.5 | 5.8 | 57.3 | 34 | 57.5 | 80.3 | 1,358,207.3 | 407,462.2 | 13,582,072.5 |
820 | Company_820 | Energy | Europe | 2,024 | 1,664.2 | -20 | 3,490.5 | 17.9 | 57.7 | 33 | 57 | 83.1 | 1,612,922.5 | 483,876.8 | 16,129,225.2 |
820 | Company_820 | Energy | Europe | 2,025 | 2,098.4 | -18.6 | 2,130.9 | 26.1 | 57 | 32.8 | 56.6 | 81.8 | 2,036,654.8 | 610,996.5 | 20,366,548.4 |
821 | Company_821 | Manufacturing | Africa | 2,015 | 938.3 | 2.7 | 403.7 | null | 26.5 | 40.3 | 11.5 | 27.8 | 258,329.1 | 344,438.8 | 4,305,485.2 |
821 | Company_821 | Manufacturing | Africa | 2,016 | 979.2 | 1.7 | 339.9 | 4.4 | 27.2 | 40.9 | 11.1 | 29.4 | 268,312.9 | 357,750.6 | 4,471,882 |
821 | Company_821 | Manufacturing | Africa | 2,017 | 1,001.2 | 4.8 | 1,012.7 | 2.2 | 29.2 | 42.5 | 15 | 30.2 | 271,062.8 | 361,417 | 4,517,712.7 |
821 | Company_821 | Manufacturing | Africa | 2,018 | 1,118.2 | 7.8 | 1,331.7 | 11.7 | 32 | 45.4 | 19.7 | 30.9 | 296,049 | 394,732 | 4,934,150.5 |
821 | Company_821 | Manufacturing | Africa | 2,019 | 1,346.9 | 9.6 | 1,730.1 | 20.5 | 31.2 | 44.3 | 20.6 | 28.7 | 359,582.5 | 479,443.4 | 5,993,041.9 |
821 | Company_821 | Manufacturing | Africa | 2,020 | 1,460.6 | 12.9 | 1,932.6 | 8.4 | 31.2 | 44.5 | 20.4 | 28.8 | 389,321.2 | 519,095 | 6,488,687.4 |
821 | Company_821 | Manufacturing | Africa | 2,021 | 1,425.5 | 9.7 | 2,975.7 | -2.4 | 33.6 | 45.7 | 22.3 | 32.7 | 376,395.5 | 501,860.6 | 6,273,257.8 |
821 | Company_821 | Manufacturing | Africa | 2,022 | 1,356.2 | 14.3 | 2,822.4 | -4.9 | 35.2 | 47.4 | 23.9 | 34.4 | 353,363.1 | 471,150.8 | 5,889,385.2 |
821 | Company_821 | Manufacturing | Africa | 2,023 | 1,380 | 11.7 | 1,397.4 | 1.8 | 37.3 | 51.7 | 25.8 | 34.5 | 347,044.2 | 462,725.6 | 5,784,070.4 |
821 | Company_821 | Manufacturing | Africa | 2,024 | 1,330.5 | 14.6 | 2,054.6 | -3.6 | 37.8 | 53.2 | 29 | 31.4 | 330,451.4 | 440,601.9 | 5,507,523.4 |
821 | Company_821 | Manufacturing | Africa | 2,025 | 1,389.8 | 16.7 | 4,286 | 4.5 | 38.5 | 55 | 26.3 | 34.3 | 339,889.8 | 453,186.4 | 5,664,830.3 |
822 | Company_822 | Finance | Latin America | 2,015 | 784.6 | 15.8 | 1,944.1 | null | 52.7 | 50.6 | 75.1 | 32.4 | 13,266.8 | 6,633.4 | 33,167 |
822 | Company_822 | Finance | Latin America | 2,016 | 778.4 | 14.2 | 1,340.6 | -0.8 | 53.6 | 51.1 | 76.4 | 33.4 | 13,109.8 | 6,554.9 | 32,774.5 |
822 | Company_822 | Finance | Latin America | 2,017 | 820.2 | 15.7 | 1,709.8 | 5.4 | 54.9 | 51.7 | 76.2 | 36.7 | 13,747.5 | 6,873.7 | 34,368.7 |
822 | Company_822 | Finance | Latin America | 2,018 | 912.2 | 15.6 | 1,139.5 | 11.2 | 56.1 | 54.4 | 74.1 | 39.9 | 14,945.8 | 7,472.9 | 37,364.5 |
822 | Company_822 | Finance | Latin America | 2,019 | 743.4 | 15.9 | 1,164.3 | -18.5 | 56.4 | 53.3 | 72.9 | 43.1 | 12,294.5 | 6,147.2 | 30,736.1 |
822 | Company_822 | Finance | Latin America | 2,020 | 804.9 | 16.5 | 2,325.2 | 8.3 | 56.4 | 53 | 75.2 | 41.1 | 13,346.2 | 6,673.1 | 33,365.5 |
822 | Company_822 | Finance | Latin America | 2,021 | 849.3 | 17.9 | 1,963.6 | 5.5 | 57.1 | 52.1 | 75.6 | 43.6 | 14,193.7 | 7,096.9 | 35,484.3 |
822 | Company_822 | Finance | Latin America | 2,022 | 864.5 | 16.5 | 1,373.5 | 1.8 | 57.6 | 49.1 | 78 | 45.8 | 14,811.6 | 7,405.8 | 37,028.9 |
822 | Company_822 | Finance | Latin America | 2,023 | 1,034.4 | 16.1 | 3,252.8 | 19.6 | 58.1 | 51.2 | 80.4 | 42.7 | 17,408.8 | 8,704.4 | 43,522 |
822 | Company_822 | Finance | Latin America | 2,024 | 1,023 | 14.4 | 2,150.1 | -1.1 | 58.4 | 53 | 78.1 | 44 | 16,962.9 | 8,481.4 | 42,407.2 |
822 | Company_822 | Finance | Latin America | 2,025 | 1,073.9 | 12.4 | 2,168.6 | 5 | 59.5 | 53 | 77.4 | 48.1 | 17,806.1 | 8,903.1 | 44,515.4 |
823 | Company_823 | Retail | Europe | 2,015 | 1,574.7 | 7.5 | 2,370.1 | null | 66.7 | 54.7 | 78.6 | 66.8 | 128,634.9 | 64,317.4 | 257,269.8 |
823 | Company_823 | Retail | Europe | 2,016 | 1,624.6 | 7.9 | 1,707.1 | 3.2 | 67.1 | 56.3 | 78.4 | 66.4 | 130,876.5 | 65,438.3 | 261,753 |
823 | Company_823 | Retail | Europe | 2,017 | 1,668.7 | 7.7 | 1,408.5 | 2.7 | 68.4 | 57.5 | 79.1 | 68.5 | 133,110.9 | 66,555.4 | 266,221.8 |
823 | Company_823 | Retail | Europe | 2,018 | 1,733.8 | 6.1 | 1,531 | 3.9 | 68.7 | 57.5 | 79.8 | 68.8 | 138,289 | 69,144.5 | 276,578 |
823 | Company_823 | Retail | Europe | 2,019 | 1,709.1 | 6.9 | 2,159.3 | -1.4 | 69 | 57.1 | 79.5 | 70.4 | 136,736.3 | 68,368.2 | 273,472.6 |
823 | Company_823 | Retail | Europe | 2,020 | 1,600.2 | 5.3 | 1,838.6 | -6.4 | 70.1 | 59.2 | 76.6 | 74.5 | 125,731.6 | 62,865.8 | 251,463.1 |
823 | Company_823 | Retail | Europe | 2,021 | 1,507.9 | 7.1 | 1,494.6 | -5.8 | 72.8 | 65 | 75.9 | 77.6 | 112,321 | 56,160.5 | 224,641.9 |
823 | Company_823 | Retail | Europe | 2,022 | 1,686.1 | 4.2 | 1,644.6 | 11.8 | 74.4 | 66.6 | 78.2 | 78.4 | 123,721.2 | 61,860.6 | 247,442.4 |
823 | Company_823 | Retail | Europe | 2,023 | 1,794.4 | 5.7 | 2,126.7 | 6.4 | 74 | 68.1 | 80.1 | 73.9 | 129,822.8 | 64,911.4 | 259,645.5 |
823 | Company_823 | Retail | Europe | 2,024 | 1,689.2 | 4.7 | 1,506.5 | -5.9 | 73.8 | 69.6 | 79.8 | 71.9 | 120,361.9 | 60,181 | 240,723.9 |
823 | Company_823 | Retail | Europe | 2,025 | 1,722.7 | 4.8 | 1,885.5 | 2 | 75.5 | 74.7 | 78.2 | 73.7 | 116,638.6 | 58,319.3 | 233,277.2 |
824 | Company_824 | Transportation | Oceania | 2,015 | 410.9 | 10.6 | 793.2 | null | 45.6 | 9 | 53.7 | 74.3 | 280,375.8 | 46,729.3 | 934,586 |
824 | Company_824 | Transportation | Oceania | 2,016 | 423.4 | 9.4 | 534 | 3.1 | 47.2 | 12.2 | 53.8 | 75.5 | 283,179.6 | 47,196.6 | 943,932.1 |
824 | Company_824 | Transportation | Oceania | 2,017 | 474.8 | 9.4 | 486.9 | 12.1 | 48 | 12.9 | 53.8 | 77.3 | 316,194.3 | 52,699.1 | 1,053,981 |
824 | Company_824 | Transportation | Oceania | 2,018 | 487.7 | 14.5 | 868.5 | 2.7 | 47.4 | 12.7 | 50.9 | 78.6 | 325,071 | 54,178.5 | 1,083,570.1 |
824 | Company_824 | Transportation | Oceania | 2,019 | 520.9 | 16.2 | 1,048.3 | 6.8 | 48.1 | 13.5 | 52.9 | 77.9 | 345,432.1 | 57,572 | 1,151,440.4 |
824 | Company_824 | Transportation | Oceania | 2,020 | 514.5 | 16.3 | 1,609 | -1.2 | 49.6 | 14.6 | 53.6 | 80.7 | 338,843 | 56,473.8 | 1,129,476.8 |
824 | Company_824 | Transportation | Oceania | 2,021 | 574.6 | 16.1 | 1,218.1 | 11.7 | 49.6 | 14.1 | 51.1 | 83.6 | 379,579.7 | 63,263.3 | 1,265,265.8 |
824 | Company_824 | Transportation | Oceania | 2,022 | 674.9 | 15.7 | 2,054.5 | 17.5 | 52.1 | 18.9 | 51.3 | 86.3 | 432,348 | 72,058 | 1,441,160 |
824 | Company_824 | Transportation | Oceania | 2,023 | 738.9 | 17.3 | 1,810.5 | 9.5 | 52.9 | 19.1 | 53 | 86.6 | 472,812.3 | 78,802.1 | 1,576,041.1 |
824 | Company_824 | Transportation | Oceania | 2,024 | 771.5 | 16.7 | 2,066.4 | 4.4 | 53.3 | 21.7 | 50.9 | 87.3 | 485,320.1 | 80,886.7 | 1,617,733.5 |
824 | Company_824 | Transportation | Oceania | 2,025 | 797.5 | 16.5 | 1,143 | 3.4 | 55.3 | 22.6 | 50.4 | 93.1 | 498,515.5 | 83,085.9 | 1,661,718.4 |
825 | Company_825 | Utilities | Middle East | 2,015 | 729.6 | 7 | 420.4 | null | 60.2 | 60 | 56.4 | 64.2 | 455,110.2 | 284,443.9 | 4,551,102.3 |
825 | Company_825 | Utilities | Middle East | 2,016 | 778.2 | 4.9 | 552 | 6.7 | 61 | 62.3 | 57.8 | 63 | 475,418 | 297,136.2 | 4,754,179.6 |
825 | Company_825 | Utilities | Middle East | 2,017 | 827.6 | 5.1 | 442.5 | 6.4 | 61.7 | 66 | 56 | 63.2 | 488,768 | 305,480 | 4,887,680.5 |
825 | Company_825 | Utilities | Middle East | 2,018 | 773.9 | 5.2 | 541.2 | -6.5 | 61.1 | 66.5 | 55.2 | 61.7 | 454,660.1 | 284,162.5 | 4,546,600.8 |
825 | Company_825 | Utilities | Middle East | 2,019 | 809.9 | 3.7 | 360.8 | 4.7 | 63.4 | 70.4 | 56.2 | 63.7 | 458,342.4 | 286,464 | 4,583,423.9 |
825 | Company_825 | Utilities | Middle East | 2,020 | 847.1 | 0.7 | 48 | 4.6 | 64.2 | 68.1 | 60.9 | 63.4 | 489,965.4 | 306,228.4 | 4,899,654.3 |
825 | Company_825 | Utilities | Middle East | 2,021 | 900.5 | 0.1 | 14 | 6.3 | 65 | 66.6 | 63.2 | 65.1 | 528,393.1 | 330,245.7 | 5,283,931.1 |
825 | Company_825 | Utilities | Middle East | 2,022 | 843.7 | 0.3 | 33.1 | -6.3 | 67.8 | 69 | 67.4 | 67 | 484,190.5 | 302,619 | 4,841,904.7 |
825 | Company_825 | Utilities | Middle East | 2,023 | 975.9 | 2.8 | 362.2 | 15.7 | 69.1 | 71.6 | 67.5 | 68.3 | 545,549.3 | 340,968.3 | 5,455,492.9 |
825 | Company_825 | Utilities | Middle East | 2,024 | 1,046.4 | 2 | 289.2 | 7.2 | 70.8 | 75.7 | 68.6 | 68 | 561,183.8 | 350,739.9 | 5,611,837.7 |
825 | Company_825 | Utilities | Middle East | 2,025 | 1,241.9 | 0.9 | 161.3 | 18.7 | 69.3 | 73.9 | 66.6 | 67.3 | 678,201.6 | 423,876 | 6,782,015.6 |
826 | Company_826 | Transportation | Latin America | 2,015 | 614.3 | 14.6 | 1,350 | null | 59.4 | 29.2 | 73.7 | 75.5 | 367,040.8 | 61,173.5 | 1,223,469.2 |
826 | Company_826 | Transportation | Latin America | 2,016 | 644.8 | 17.8 | 2,126.9 | 5 | 58.1 | 27.1 | 72.3 | 74.8 | 390,876.7 | 65,146.1 | 1,302,922.2 |
826 | Company_826 | Transportation | Latin America | 2,017 | 655.5 | 17.4 | 1,459.3 | 1.7 | 58.7 | 26.9 | 73.9 | 75.2 | 397,892.7 | 66,315.5 | 1,326,309.1 |
826 | Company_826 | Transportation | Latin America | 2,018 | 635.7 | 17.8 | 1,911.5 | -3 | 60.1 | 28.5 | 75.2 | 76.6 | 381,543.7 | 63,590.6 | 1,271,812.4 |
826 | Company_826 | Transportation | Latin America | 2,019 | 678.3 | 19 | 1,280 | 6.7 | 58.1 | 26.8 | 74 | 73.6 | 412,157.8 | 68,693 | 1,373,859.4 |
826 | Company_826 | Transportation | Latin America | 2,020 | 617.1 | 14.2 | 1,520.4 | -9 | 60.2 | 30.8 | 77 | 72.7 | 364,488.9 | 60,748.2 | 1,214,963.1 |
826 | Company_826 | Transportation | Latin America | 2,021 | 665.5 | 17 | 1,868.2 | 7.8 | 61.4 | 31.6 | 77.3 | 75.2 | 390,911.7 | 65,152 | 1,303,039.1 |
826 | Company_826 | Transportation | Latin America | 2,022 | 651.1 | 19.3 | 2,307.9 | -2.2 | 61.1 | 30.6 | 75.2 | 77.7 | 385,216.1 | 64,202.7 | 1,284,053.5 |
826 | Company_826 | Transportation | Latin America | 2,023 | 711.5 | 20.7 | 2,874 | 9.3 | 63.9 | 33.2 | 78 | 80.4 | 412,942.6 | 68,823.8 | 1,376,475.4 |
826 | Company_826 | Transportation | Latin America | 2,024 | 719.7 | 22.2 | 1,280.5 | 1.1 | 64.9 | 32.7 | 79.5 | 82.6 | 419,357.9 | 69,893 | 1,397,859.8 |
826 | Company_826 | Transportation | Latin America | 2,025 | 715.1 | 21.8 | 1,444.8 | -0.6 | 65.2 | 36.7 | 79.5 | 79.3 | 404,542.5 | 67,423.8 | 1,348,475.1 |
827 | Company_827 | Retail | Latin America | 2,015 | 1,464 | 4.3 | 758.9 | null | 34.5 | 50.3 | 38.3 | 14.9 | 124,172.7 | 62,086.3 | 248,345.4 |
827 | Company_827 | Retail | Latin America | 2,016 | 1,491.9 | 5.6 | 1,067.7 | 1.9 | 35.6 | 51.7 | 40.2 | 15 | 125,029.3 | 62,514.6 | 250,058.6 |
827 | Company_827 | Retail | Latin America | 2,017 | 1,569.7 | 6.2 | 1,527.9 | 5.2 | 38.2 | 54.2 | 43.1 | 17.4 | 128,775.6 | 64,387.8 | 257,551.2 |
827 | Company_827 | Retail | Latin America | 2,018 | 1,954.1 | 5.2 | 1,289.5 | 24.5 | 36.9 | 52.4 | 42.2 | 16.1 | 162,815.7 | 81,407.8 | 325,631.4 |
827 | Company_827 | Retail | Latin America | 2,019 | 2,216.2 | 8 | 2,050.3 | 13.4 | 38.1 | 53.8 | 44.1 | 16.4 | 182,555.8 | 91,277.9 | 365,111.7 |
827 | Company_827 | Retail | Latin America | 2,020 | 2,115.8 | 13.2 | 4,865.1 | -4.5 | 38.2 | 54.8 | 40.5 | 19.3 | 172,708.8 | 86,354.4 | 345,417.6 |
827 | Company_827 | Retail | Latin America | 2,021 | 2,429.3 | 11.8 | 6,282.4 | 14.8 | 39.1 | 56.4 | 40.8 | 20 | 195,546.3 | 97,773.2 | 391,092.6 |
827 | Company_827 | Retail | Latin America | 2,022 | 2,674.8 | 13.6 | 8,977.6 | 10.1 | 40.5 | 59.3 | 41 | 21.2 | 210,004.7 | 105,002.3 | 420,009.3 |
827 | Company_827 | Retail | Latin America | 2,023 | 2,692.5 | 11 | 3,767.2 | 0.7 | 41.7 | 60.7 | 41.4 | 23 | 208,677.6 | 104,338.8 | 417,355.1 |
827 | Company_827 | Retail | Latin America | 2,024 | 2,994.5 | 13.4 | 5,322.8 | 11.2 | 43.4 | 62.7 | 44.1 | 23.5 | 227,857.6 | 113,928.8 | 455,715.2 |
827 | Company_827 | Retail | Latin America | 2,025 | 3,143.5 | 14.5 | 6,858.4 | 5 | 44.3 | 65.9 | 42.6 | 24.3 | 232,178.7 | 116,089.4 | 464,357.5 |
828 | Company_828 | Technology | Oceania | 2,015 | 5,151.9 | 13.6 | 24,452.6 | null | 84.1 | 91.5 | 75.8 | 84.9 | 144,042.8 | 86,425.7 | 288,085.5 |
828 | Company_828 | Technology | Oceania | 2,016 | 6,207 | 15.7 | 22,579.4 | 20.5 | 84 | 90.7 | 73.9 | 87.2 | 175,290.5 | 105,174.3 | 350,580.9 |
828 | Company_828 | Technology | Oceania | 2,017 | 7,117 | 17 | 27,021.9 | 14.7 | 85 | 91.2 | 77.5 | 86.4 | 199,909.4 | 119,945.7 | 399,818.8 |
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