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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
319 | Company_319 | Finance | Africa | 2,017 | 13,274.9 | 26.8 | 64,603.3 | 3.7 | 62.2 | 75.6 | 79.2 | 32 | 178,149.7 | 89,074.9 | 445,374.3 |
319 | Company_319 | Finance | Africa | 2,018 | 14,656.4 | 27.2 | 75,095.3 | 10.4 | 61.8 | 75 | 78.9 | 31.5 | 197,815.7 | 98,907.8 | 494,539.2 |
319 | Company_319 | Finance | Africa | 2,019 | 14,119.4 | 27 | 74,357 | -3.7 | 61.5 | 75.8 | 77.7 | 31 | 189,128.3 | 94,564.2 | 472,820.8 |
319 | Company_319 | Finance | Africa | 2,020 | 15,190.8 | 28.1 | 50,248.1 | 7.6 | 60.5 | 74.9 | 76.6 | 30 | 205,359.1 | 102,679.5 | 513,397.7 |
319 | Company_319 | Finance | Africa | 2,021 | 15,265.3 | 30.1 | 73,361.8 | 0.5 | 60 | 76.9 | 73.7 | 29.2 | 201,989.4 | 100,994.7 | 504,973.4 |
319 | Company_319 | Finance | Africa | 2,022 | 13,898.2 | 26.4 | 58,741.4 | -9 | 60.8 | 77.7 | 73.9 | 30.9 | 182,386.6 | 91,193.3 | 455,966.5 |
319 | Company_319 | Finance | Africa | 2,023 | 12,369.2 | 25.8 | 60,161.6 | -11 | 60.5 | 78 | 74 | 29.6 | 161,859.7 | 80,929.8 | 404,649.2 |
319 | Company_319 | Finance | Africa | 2,024 | 12,965.9 | 26.4 | 41,175.4 | 4.8 | 61.3 | 80 | 73 | 31 | 165,996 | 82,998 | 414,990.1 |
319 | Company_319 | Finance | Africa | 2,025 | 12,540.3 | 28 | 45,272.4 | -3.3 | 61.1 | 80.7 | 71.4 | 31.2 | 159,353.6 | 79,676.8 | 398,384.1 |
320 | Company_320 | Technology | Middle East | 2,015 | 2,424.6 | 16.3 | 13,712.7 | null | 55.1 | 56.2 | 38.5 | 70.5 | 97,750.4 | 58,650.2 | 195,500.7 |
320 | Company_320 | Technology | Middle East | 2,016 | 2,851.5 | 16.2 | 8,237.1 | 17.6 | 55.8 | 55.5 | 37.9 | 73.8 | 115,682.7 | 69,409.6 | 231,365.4 |
320 | Company_320 | Technology | Middle East | 2,017 | 3,286.4 | 17.9 | 15,246.7 | 15.3 | 57.1 | 56 | 41.4 | 74 | 132,795.3 | 79,677.2 | 265,590.7 |
320 | Company_320 | Technology | Middle East | 2,018 | 3,865.5 | 17.2 | 13,173.2 | 17.6 | 57.3 | 58.4 | 38.8 | 74.8 | 152,931.9 | 91,759.1 | 305,863.7 |
320 | Company_320 | Technology | Middle East | 2,019 | 4,734.3 | 20.2 | 19,268.1 | 22.5 | 59 | 60.7 | 38.6 | 77.7 | 183,505.4 | 110,103.3 | 367,010.9 |
320 | Company_320 | Technology | Middle East | 2,020 | 5,330.6 | 17.5 | 18,617.2 | 12.6 | 58.9 | 60.2 | 37.3 | 79.3 | 207,566.1 | 124,539.6 | 415,132.1 |
320 | Company_320 | Technology | Middle East | 2,021 | 5,798.6 | 22.1 | 28,056.8 | 8.8 | 60.2 | 63.2 | 36.8 | 80.5 | 219,746.8 | 131,848.1 | 439,493.6 |
320 | Company_320 | Technology | Middle East | 2,022 | 6,038.3 | 23.4 | 36,149.5 | 4.1 | 61.3 | 66.3 | 36 | 81.6 | 222,223.6 | 133,334.2 | 444,447.2 |
320 | Company_320 | Technology | Middle East | 2,023 | 7,225.4 | 22 | 53,178.9 | 19.7 | 61.8 | 65.7 | 37.9 | 81.9 | 267,420.4 | 160,452.3 | 534,840.9 |
320 | Company_320 | Technology | Middle East | 2,024 | 8,666.9 | 21.7 | 63,118.8 | 20 | 62.8 | 68.3 | 38 | 82.2 | 312,924.2 | 187,754.5 | 625,848.5 |
320 | Company_320 | Technology | Middle East | 2,025 | 10,151.2 | 24.6 | 66,281.3 | 17.1 | 63.7 | 68.6 | 39.1 | 83.3 | 365,400.8 | 219,240.5 | 730,801.5 |
321 | Company_321 | Energy | Africa | 2,015 | 1,914.9 | 9.6 | 2,175.4 | null | 51.4 | 54.9 | 69.5 | 29.8 | 1,562,235.1 | 468,670.5 | 15,622,351 |
321 | Company_321 | Energy | Africa | 2,016 | 2,054.4 | 8.7 | 2,346.4 | 7.3 | 52 | 55.4 | 69 | 31.6 | 1,668,590.3 | 500,577.1 | 16,685,903.2 |
321 | Company_321 | Energy | Africa | 2,017 | 2,131.8 | 7.3 | 2,523.1 | 3.8 | 51.9 | 57.7 | 66.9 | 31.1 | 1,696,554.5 | 508,966.4 | 16,965,545.3 |
321 | Company_321 | Energy | Africa | 2,018 | 2,149 | 9.5 | 2,011.1 | 0.8 | 54.9 | 60 | 70.6 | 34.2 | 1,675,644.5 | 502,693.4 | 16,756,445 |
321 | Company_321 | Energy | Africa | 2,019 | 2,367 | 5.1 | 1,338 | 10.1 | 55.5 | 64.1 | 70.7 | 31.8 | 1,778,786.3 | 533,635.9 | 17,787,862.9 |
321 | Company_321 | Energy | Africa | 2,020 | 2,513.2 | 1.9 | 947.7 | 6.2 | 57 | 69.4 | 72.1 | 29.5 | 1,795,789.8 | 538,736.9 | 17,957,897.9 |
321 | Company_321 | Energy | Africa | 2,021 | 2,946.8 | 4.6 | 1,762.3 | 17.3 | 58.2 | 68.1 | 74.7 | 31.8 | 2,131,766.6 | 639,530 | 21,317,665.5 |
321 | Company_321 | Energy | Africa | 2,022 | 3,228.8 | 10.3 | 2,773.8 | 9.6 | 58.3 | 68.2 | 75.8 | 30.9 | 2,333,336.2 | 700,000.8 | 23,333,361.6 |
321 | Company_321 | Energy | Africa | 2,023 | 3,605.9 | 10 | 4,785.9 | 11.7 | 59.6 | 72.8 | 74.9 | 31.1 | 2,488,729.7 | 746,618.9 | 24,887,296.6 |
321 | Company_321 | Energy | Africa | 2,024 | 4,412 | 13.4 | 6,988.6 | 22.4 | 59.4 | 72.4 | 76.3 | 29.4 | 3,057,445.5 | 917,233.7 | 30,574,455.2 |
321 | Company_321 | Energy | Africa | 2,025 | 4,923.2 | 13.2 | 6,318.7 | 11.6 | 58 | 71.8 | 76.6 | 25.8 | 3,435,158 | 1,030,547.4 | 34,351,580.4 |
322 | Company_322 | Consumer Goods | Middle East | 2,015 | 1,328.2 | 5.8 | 1,657.2 | null | 44.8 | 60.7 | 39.4 | 34.2 | 205,958.3 | 257,447.8 | 1,029,791.3 |
322 | Company_322 | Consumer Goods | Middle East | 2,016 | 1,429.1 | 6.1 | 1,949.7 | 7.6 | 44.8 | 63.3 | 37.2 | 34 | 216,311.6 | 270,389.5 | 1,081,558.1 |
322 | Company_322 | Consumer Goods | Middle East | 2,017 | 1,469.7 | 5.9 | 1,282.3 | 2.8 | 45.5 | 66.8 | 34.4 | 35.3 | 215,278.5 | 269,098.2 | 1,076,392.7 |
322 | Company_322 | Consumer Goods | Middle East | 2,018 | 1,432.5 | 3.9 | 1,235.3 | -2.5 | 46.5 | 68 | 35.2 | 36.2 | 207,512.2 | 259,390.3 | 1,037,561.2 |
322 | Company_322 | Consumer Goods | Middle East | 2,019 | 1,260.7 | 4.6 | 1,106.1 | -12 | 48 | 67.9 | 37.2 | 38.9 | 182,793.2 | 228,491.5 | 913,965.9 |
322 | Company_322 | Consumer Goods | Middle East | 2,020 | 1,477.1 | 2.2 | 780 | 17.2 | 48.2 | 69.3 | 38.6 | 36.8 | 211,189.5 | 263,986.9 | 1,055,947.5 |
322 | Company_322 | Consumer Goods | Middle East | 2,021 | 1,754.8 | 1.9 | 359.4 | 18.8 | 48.8 | 70 | 37.5 | 38.9 | 249,064 | 311,330 | 1,245,320.2 |
322 | Company_322 | Consumer Goods | Middle East | 2,022 | 1,928.9 | 1.3 | 419.9 | 9.9 | 49.3 | 72.2 | 36 | 39.6 | 267,962.9 | 334,953.6 | 1,339,814.6 |
322 | Company_322 | Consumer Goods | Middle East | 2,023 | 2,007.8 | 0.6 | 183.8 | 4.1 | 48 | 72.4 | 33.8 | 37.7 | 278,358.9 | 347,948.6 | 1,391,794.4 |
322 | Company_322 | Consumer Goods | Middle East | 2,024 | 2,185.6 | 0.8 | 409.4 | 8.9 | 50.1 | 74.5 | 35.6 | 40.1 | 296,508.7 | 370,635.9 | 1,482,543.7 |
322 | Company_322 | Consumer Goods | Middle East | 2,025 | 2,321.6 | 0.4 | 104.2 | 6.2 | 50.8 | 75.2 | 35.8 | 41.3 | 312,802.7 | 391,003.4 | 1,564,013.5 |
323 | Company_323 | Healthcare | Europe | 2,015 | 1,988.2 | 19.1 | 8,716 | null | 75.6 | 53.4 | 91.7 | 81.6 | 164,276.4 | 164,276.4 | 328,552.7 |
323 | Company_323 | Healthcare | Europe | 2,016 | 2,095 | 19.1 | 5,392.5 | 5.4 | 76 | 57.3 | 91.8 | 79 | 167,361.3 | 167,361.3 | 334,722.6 |
323 | Company_323 | Healthcare | Europe | 2,017 | 2,278.4 | 18.4 | 10,199.8 | 8.8 | 76.3 | 58.8 | 90 | 80.1 | 179,629.3 | 179,629.3 | 359,258.5 |
323 | Company_323 | Healthcare | Europe | 2,018 | 2,522 | 20.1 | 12,232.1 | 10.7 | 75.2 | 59.1 | 86.1 | 80.5 | 198,232.3 | 198,232.3 | 396,464.6 |
323 | Company_323 | Healthcare | Europe | 2,019 | 2,463.5 | 17.8 | 5,791.2 | -2.3 | 77.4 | 62.3 | 90.6 | 79.2 | 188,210.1 | 188,210.1 | 376,420.3 |
323 | Company_323 | Healthcare | Europe | 2,020 | 2,663.7 | 16.5 | 5,153.7 | 8.1 | 78.5 | 64.2 | 88.4 | 83 | 199,847.3 | 199,847.3 | 399,694.5 |
323 | Company_323 | Healthcare | Europe | 2,021 | 2,865.6 | 15.2 | 9,397.3 | 7.6 | 79.4 | 62.1 | 91.5 | 84.5 | 219,212.7 | 219,212.7 | 438,425.5 |
323 | Company_323 | Healthcare | Europe | 2,022 | 2,906.2 | 16 | 10,296.8 | 1.4 | 81.9 | 64.8 | 95.6 | 85.3 | 216,978.9 | 216,978.9 | 433,957.8 |
323 | Company_323 | Healthcare | Europe | 2,023 | 3,197.7 | 16.8 | 12,680.3 | 10 | 83.7 | 67.5 | 95.8 | 87.7 | 232,575.1 | 232,575.1 | 465,150.2 |
323 | Company_323 | Healthcare | Europe | 2,024 | 3,536.4 | 17 | 13,685 | 10.6 | 83.8 | 67.9 | 97.3 | 86.2 | 256,258.9 | 256,258.9 | 512,517.8 |
323 | Company_323 | Healthcare | Europe | 2,025 | 3,721.2 | 19.1 | 11,452.6 | 5.2 | 85.5 | 70.4 | 100 | 86.1 | 263,194 | 263,194 | 526,388 |
324 | Company_324 | Energy | Middle East | 2,015 | 2,516 | 14.7 | 6,370.8 | null | 60.5 | 83.6 | 31.1 | 66.6 | 1,546,360 | 463,908 | 15,463,599.9 |
324 | Company_324 | Energy | Middle East | 2,016 | 2,760 | 12.9 | 6,957.2 | 9.7 | 61.6 | 84 | 32.8 | 67.9 | 1,689,091.7 | 506,727.5 | 16,890,916.7 |
324 | Company_324 | Energy | Middle East | 2,017 | 2,667.3 | 8.2 | 3,541.9 | -3.4 | 63.1 | 84.9 | 35.5 | 68.8 | 1,614,703.7 | 484,411.1 | 16,147,037.2 |
324 | Company_324 | Energy | Middle East | 2,018 | 3,003.7 | 17.8 | 7,101.5 | 12.6 | 64 | 87.2 | 35.9 | 69 | 1,771,880.5 | 531,564.1 | 17,718,804.7 |
324 | Company_324 | Energy | Middle East | 2,019 | 2,879.2 | 13.7 | 4,491.1 | -4.1 | 64.8 | 92 | 34.4 | 67.9 | 1,601,269.4 | 480,380.8 | 16,012,694.1 |
324 | Company_324 | Energy | Middle East | 2,020 | 3,154.2 | 11.9 | 5,272.9 | 9.6 | 64.3 | 91.8 | 32.2 | 69 | 1,759,077.9 | 527,723.4 | 17,590,779.2 |
324 | Company_324 | Energy | Middle East | 2,021 | 3,254.8 | 16.9 | 6,093.3 | 3.2 | 64.2 | 91.8 | 29.5 | 71.3 | 1,813,131.6 | 543,939.5 | 18,131,315.7 |
324 | Company_324 | Energy | Middle East | 2,022 | 3,666.3 | 15.8 | 6,338.8 | 12.6 | 66 | 94.5 | 29.1 | 74.4 | 1,973,054.9 | 591,916.5 | 19,730,548.9 |
324 | Company_324 | Energy | Middle East | 2,023 | 3,790.2 | 9.1 | 3,436.2 | 3.4 | 65.7 | 92.2 | 29.5 | 75.3 | 2,100,884.1 | 630,265.2 | 21,008,840.6 |
324 | Company_324 | Energy | Middle East | 2,024 | 3,837.9 | 15.3 | 7,895.7 | 1.3 | 65.9 | 92.5 | 30.8 | 74.4 | 2,121,712.1 | 636,513.6 | 21,217,121 |
324 | Company_324 | Energy | Middle East | 2,025 | 3,693.2 | 12.5 | 5,698.9 | -3.8 | 66.9 | 95.9 | 32.6 | 72.2 | 1,951,615.5 | 585,484.7 | 19,516,155.3 |
325 | Company_325 | Finance | Europe | 2,015 | 1,528.7 | 13.3 | 3,322.3 | null | 63.5 | 100 | 38.9 | 51.6 | 15,292.8 | 7,646.4 | 38,232.1 |
325 | Company_325 | Finance | Europe | 2,016 | 1,631.6 | 13 | 4,152 | 6.7 | 63.5 | 100 | 37.3 | 53 | 16,316.3 | 8,158.2 | 40,790.8 |
325 | Company_325 | Finance | Europe | 2,017 | 1,761.3 | 13.4 | 2,507.8 | 7.9 | 62.1 | 100 | 35.8 | 50.5 | 17,612.9 | 8,806.4 | 44,032.2 |
325 | Company_325 | Finance | Europe | 2,018 | 2,039.2 | 6.7 | 1,434 | 15.8 | 63.2 | 100 | 38.5 | 51.2 | 20,391.7 | 10,195.9 | 50,979.3 |
325 | Company_325 | Finance | Europe | 2,019 | 1,976.1 | 4.3 | 1,591.3 | -3.1 | 62.9 | 100 | 36.9 | 51.7 | 19,761 | 9,880.5 | 49,402.6 |
325 | Company_325 | Finance | Europe | 2,020 | 2,030.6 | 0.2 | 25.1 | 2.8 | 62.6 | 96.9 | 38.4 | 52.4 | 21,177.2 | 10,588.6 | 52,943.1 |
325 | Company_325 | Finance | Europe | 2,021 | 2,257.8 | 1.7 | 550.6 | 11.2 | 65.2 | 100 | 39.5 | 56.2 | 22,578.2 | 11,289.1 | 56,445.5 |
325 | Company_325 | Finance | Europe | 2,022 | 2,190.2 | -2.3 | 9,359.5 | -3 | 65.2 | 97 | 42.1 | 56.7 | 22,832.5 | 11,416.3 | 57,081.3 |
325 | Company_325 | Finance | Europe | 2,023 | 2,094.2 | -2.9 | 1,922.4 | -4.4 | 65.4 | 98 | 41.6 | 56.7 | 21,541 | 10,770.5 | 53,852.5 |
325 | Company_325 | Finance | Europe | 2,024 | 2,283 | -2.4 | 10,864.2 | 9 | 66.6 | 100 | 40.1 | 59.8 | 22,829.8 | 11,414.9 | 57,074.6 |
325 | Company_325 | Finance | Europe | 2,025 | 2,420.6 | -1.7 | 1,449.9 | 6 | 65.7 | 100 | 38 | 59 | 24,206.3 | 12,103.1 | 60,515.7 |
326 | Company_326 | Finance | Asia | 2,015 | 1,698 | 15.7 | 2,201.6 | null | 55.2 | 86.5 | 35.7 | 43.3 | 20,196.3 | 10,098.1 | 50,490.7 |
326 | Company_326 | Finance | Asia | 2,016 | 1,923.9 | 16.7 | 4,441.3 | 13.3 | 56.5 | 89.8 | 33.8 | 45.8 | 21,992.5 | 10,996.2 | 54,981.1 |
326 | Company_326 | Finance | Asia | 2,017 | 2,058.9 | 16.1 | 3,118.8 | 7 | 58.5 | 92.2 | 32.7 | 50.6 | 22,839.1 | 11,419.5 | 57,097.6 |
326 | Company_326 | Finance | Asia | 2,018 | 2,204 | 17.7 | 7,478.8 | 7 | 61.1 | 94.8 | 35.1 | 53.5 | 23,643.9 | 11,821.9 | 59,109.7 |
326 | Company_326 | Finance | Asia | 2,019 | 2,264.3 | 21.4 | 7,084.9 | 2.7 | 62 | 95.5 | 36.8 | 53.6 | 24,064.1 | 12,032 | 60,160.1 |
326 | Company_326 | Finance | Asia | 2,020 | 2,656.9 | 21.7 | 8,584.6 | 17.3 | 63 | 96.3 | 38.2 | 54.6 | 27,954.4 | 13,977.2 | 69,885.9 |
326 | Company_326 | Finance | Asia | 2,021 | 3,205 | 19.6 | 8,677.9 | 20.6 | 65.1 | 96.1 | 40.4 | 58.7 | 33,779.4 | 16,889.7 | 84,448.4 |
326 | Company_326 | Finance | Asia | 2,022 | 3,778.3 | 15 | 5,258.3 | 17.9 | 66.5 | 99.3 | 42.7 | 57.5 | 38,152.9 | 19,076.4 | 95,382.2 |
326 | Company_326 | Finance | Asia | 2,023 | 4,701.7 | 16 | 11,994.2 | 24.4 | 66.1 | 100 | 42.8 | 55.5 | 47,016.5 | 23,508.3 | 117,541.4 |
326 | Company_326 | Finance | Asia | 2,024 | 4,900.6 | 18.9 | 10,859.8 | 4.2 | 65.8 | 100 | 40.3 | 57 | 49,006.4 | 24,503.2 | 122,516.1 |
326 | Company_326 | Finance | Asia | 2,025 | 5,512.2 | 17.5 | 11,012 | 12.5 | 64.5 | 100 | 38.1 | 55.5 | 55,121.8 | 27,560.9 | 137,804.4 |
327 | Company_327 | Retail | Latin America | 2,015 | 1,960.7 | 0.5 | 204.9 | null | 45.6 | 76.4 | 10.2 | 50.3 | 130,457.4 | 65,228.7 | 260,914.9 |
327 | Company_327 | Retail | Latin America | 2,016 | 1,849.3 | -0.9 | 6,014.5 | -5.7 | 45.2 | 74.4 | 11.7 | 49.6 | 125,608.5 | 62,804.3 | 251,217 |
327 | Company_327 | Retail | Latin America | 2,017 | 1,524.6 | -0.1 | 4,200.6 | -17.6 | 44 | 74.9 | 9.5 | 47.7 | 102,996.4 | 51,498.2 | 205,992.8 |
327 | Company_327 | Retail | Latin America | 2,018 | 1,515.4 | 0.2 | 59.3 | -0.6 | 45.4 | 77.1 | 11.9 | 47.2 | 100,067.1 | 50,033.6 | 200,134.2 |
327 | Company_327 | Retail | Latin America | 2,019 | 1,276.4 | -0.9 | 5,874.6 | -15.8 | 47.3 | 78.5 | 12.4 | 50.9 | 83,013.3 | 41,506.7 | 166,026.7 |
327 | Company_327 | Retail | Latin America | 2,020 | 1,235.7 | -0.9 | 4,718.5 | -3.2 | 47.7 | 79 | 11.8 | 52.3 | 79,912.6 | 39,956.3 | 159,825.3 |
327 | Company_327 | Retail | Latin America | 2,021 | 1,009.2 | -3.4 | 975.3 | -18.3 | 48.7 | 82.7 | 11.8 | 51.6 | 62,655.2 | 31,327.6 | 125,310.3 |
327 | Company_327 | Retail | Latin America | 2,022 | 820.8 | -1.2 | 3,220.7 | -18.7 | 51 | 84.9 | 14.3 | 54 | 49,727.2 | 24,863.6 | 99,454.4 |
327 | Company_327 | Retail | Latin America | 2,023 | 782.5 | -2.2 | 3,148.2 | -4.7 | 53.1 | 87.1 | 16.5 | 55.7 | 46,215 | 23,107.5 | 92,429.9 |
327 | Company_327 | Retail | Latin America | 2,024 | 734.9 | -2.3 | 2,863.5 | -6.1 | 55.4 | 89.6 | 19.1 | 57.4 | 42,093.5 | 21,046.7 | 84,186.9 |
327 | Company_327 | Retail | Latin America | 2,025 | 669.4 | -1.6 | 1,038.8 | -8.9 | 56.1 | 92.2 | 18.4 | 57.8 | 37,139.8 | 18,569.9 | 74,279.5 |
328 | Company_328 | Retail | Asia | 2,015 | 2,625.6 | 3.4 | 963.6 | null | 73.4 | 73 | 62.3 | 85 | 180,845.7 | 90,422.8 | 361,691.4 |
328 | Company_328 | Retail | Asia | 2,016 | 2,438.3 | 5 | 1,246.7 | -7.1 | 73.5 | 74.7 | 60.2 | 85.7 | 165,032.6 | 82,516.3 | 330,065.2 |
328 | Company_328 | Retail | Asia | 2,017 | 2,283.8 | 8.7 | 2,958.7 | -6.3 | 75 | 76.3 | 60.4 | 88.3 | 152,057 | 76,028.5 | 304,113.9 |
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