Datasets:

margiela00
/

task_dataset

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
1	Company_1	Retail	Latin America	2,015	459.2	6	337.5	null	57	60.7	33.5	76.8	35,577.4	17,788.7	71,154.7
1	Company_1	Retail	Latin America	2,016	473.8	4.6	366.6	3.2	56.7	58.9	32.8	78.5	37,314.7	18,657.4	74,629.4
1	Company_1	Retail	Latin America	2,017	564.9	5.2	313.4	19.2	56.5	57.6	34	77.8	45,006.4	22,503.2	90,012.9
1	Company_1	Retail	Latin America	2,018	558.4	4.3	283	-1.1	58	62.3	33.4	78.3	42,650.1	21,325.1	85,300.2
1	Company_1	Retail	Latin America	2,019	554.5	4.9	538.1	-0.7	56.6	63.7	30	76.1	41,799.4	20,899.7	83,598.8
1	Company_1	Retail	Latin America	2,020	567.5	6	384.1	2.3	55.7	65.1	28.5	73.5	42,245.4	21,122.7	84,490.9
1	Company_1	Retail	Latin America	2,021	604.2	5.2	479.3	6.5	55.6	66.8	25.5	74.6	44,263.8	22,131.9	88,527.7
1	Company_1	Retail	Latin America	2,022	593.2	4.2	248.4	-1.8	57.7	69	27.1	76.9	42,536.3	21,268.2	85,072.6
1	Company_1	Retail	Latin America	2,023	636.7	5.3	373.9	7.3	57.8	68.3	27	78.1	45,956.3	22,978.2	91,912.6
1	Company_1	Retail	Latin America	2,024	687	4.6	460.1	7.9	58.5	68.9	29.9	76.8	49,289.1	24,644.5	98,578.1
1	Company_1	Retail	Latin America	2,025	734.5	5	628.8	6.9	59.2	70.7	29.1	78	51,805.8	25,902.9	103,611.7
2	Company_2	Retail	Asia	2,015	2,934.8	-2.9	1,803.1	null	59.9	61.1	48.6	69.8	226,554.2	113,277.1	453,108.3
2	Company_2	Retail	Asia	2,016	3,140.3	-1.1	13,885.2	7	60.6	61.1	50.1	70.5	242,555.1	121,277.6	485,110.3
2	Company_2	Retail	Asia	2,017	3,463.1	-2.2	5,283.7	10.3	61.7	61.4	53.1	70.5	266,651.3	133,325.7	533,302.7
2	Company_2	Retail	Asia	2,018	2,939.7	-1.7	4,408	-15.1	61.5	61.7	52	70.6	225,701.3	112,850.6	451,402.6
2	Company_2	Retail	Asia	2,019	3,125.6	1.2	566.4	6.3	61.1	63.1	52.5	67.8	237,019.5	118,509.7	474,039
2	Company_2	Retail	Asia	2,020	2,999.8	-0.3	1,997.8	-4	63.3	64.2	57.9	67.9	225,128.2	112,564.1	450,256.4
2	Company_2	Retail	Asia	2,021	3,167.9	-0.4	15,634.9	5.6	63	62.9	60	66.1	240,710.6	120,355.3	481,421.2
2	Company_2	Retail	Asia	2,022	3,106.4	0.8	514.3	-1.9	64	66.7	57.7	67.8	227,761.4	113,880.7	455,522.7
2	Company_2	Retail	Asia	2,023	3,691.6	-0.7	2,523.2	18.8	66	66.6	61.6	70	271,015.1	135,507.6	542,030.3
2	Company_2	Retail	Asia	2,024	3,822.9	-1.2	5,807.8	3.6	65.7	65.4	63	68.7	283,660	141,830	567,320
2	Company_2	Retail	Asia	2,025	4,371.5	-2.4	20,376.3	14.4	66.3	65.8	62.8	70.3	323,282	161,641	646,564.1
3	Company_3	Transportation	Latin America	2,015	259.7	5.9	140.2	null	25.5	3.3	41.6	31.5	183,314.5	30,552.4	611,048.2
3	Company_3	Transportation	Latin America	2,016	245.2	8.5	224	-5.6	26.9	7	40.2	33.5	169,346.3	28,224.4	564,487.8
3	Company_3	Transportation	Latin America	2,017	282.4	6.5	289.7	15.2	27.9	8.8	42.6	32.3	192,824.3	32,137.4	642,747.8
3	Company_3	Transportation	Latin America	2,018	300.2	3.1	100.7	6.3	28.2	8.3	42.9	33.5	205,699.6	34,283.3	685,665.5
3	Company_3	Transportation	Latin America	2,019	322.6	5.1	290.7	7.5	29.8	14.8	43.6	31.2	212,286.3	35,381	707,621
3	Company_3	Transportation	Latin America	2,020	337.9	2.7	76.5	4.7	30.8	17.7	42	32.6	218,171.7	36,362	727,239
3	Company_3	Transportation	Latin America	2,021	348.4	4.5	128.8	3.1	31.6	18.5	43.9	32.2	223,833	37,305.5	746,110
3	Company_3	Transportation	Latin America	2,022	389.6	7.1	327.9	11.8	31.3	18.8	44.9	30.2	249,794.5	41,632.4	832,648.3
3	Company_3	Transportation	Latin America	2,023	415.2	8.1	498.7	6.6	32.3	20.2	43.8	32.9	263,632.1	43,938.7	878,773.7
3	Company_3	Transportation	Latin America	2,024	438	10.3	739.4	5.5	32.1	23.4	41.5	31.5	272,361.8	45,393.6	907,872.8
3	Company_3	Transportation	Latin America	2,025	479.8	11.6	1,020.7	9.5	34.3	24.4	43.7	34.9	296,242	49,373.7	987,473.3
4	Company_4	Technology	Africa	2,015	5,036.7	21.2	23,192.4	null	54.2	97.6	46.2	18.9	130,146.6	78,087.9	260,293.2
4	Company_4	Technology	Africa	2,016	5,192.5	25.1	25,137.8	3.1	54.6	98.9	45.2	19.9	131,888.8	79,133.3	263,777.6
4	Company_4	Technology	Africa	2,017	5,497.1	23.4	33,251	5.9	55.9	100	47.4	20.4	137,428.2	82,456.9	274,856.3
4	Company_4	Technology	Africa	2,018	5,978.5	26.1	31,801	8.8	55.6	99.7	46.3	20.7	150,000	90,000	300,000
4	Company_4	Technology	Africa	2,019	6,529.4	28.2	42,706.4	9.2	56	100	46.1	21.8	163,234.8	97,940.9	326,469.6
4	Company_4	Technology	Africa	2,020	6,123.5	30.6	38,574.1	-6.2	58.4	100	50.9	24.4	153,087.8	91,852.7	306,175.6
4	Company_4	Technology	Africa	2,021	5,784.3	29.4	37,578.6	-5.5	60	100	55.1	24.8	144,607.6	86,764.6	289,215.2
4	Company_4	Technology	Africa	2,022	5,711.3	26.1	35,339.1	-1.3	60.5	100	58.9	22.5	142,781.6	85,669	285,563.2
4	Company_4	Technology	Africa	2,023	5,844.2	26.5	34,781.6	2.3	62.6	100	64.1	23.8	146,104.4	87,662.6	292,208.7
4	Company_4	Technology	Africa	2,024	6,555.1	26	45,451.6	12.2	63.5	100	64.8	25.6	163,877.9	98,326.7	327,755.8
4	Company_4	Technology	Africa	2,025	7,675.6	22.9	42,400.4	17.1	64.1	100	65.4	27	191,891.1	115,134.7	383,782.3
5	Company_5	Finance	Middle East	2,015	2,720.9	16.1	3,884.5	null	43.5	71.9	19.1	39.4	37,894.7	18,947.3	94,736.7
5	Company_5	Finance	Middle East	2,016	2,647.4	17.6	9,275.6	-2.7	42.5	74.2	16	37.4	36,048.3	18,024.2	90,120.8
5	Company_5	Finance	Middle East	2,017	2,553.4	19.9	9,760.9	-3.6	44.3	74.7	18.7	39.6	34,565.5	17,282.7	86,413.7
5	Company_5	Finance	Middle East	2,018	2,758.9	22.6	7,367.6	8.1	45.4	75.8	18.7	41.8	36,945.9	18,472.9	92,364.7
5	Company_5	Finance	Middle East	2,019	2,746.9	21.3	11,365.5	-0.4	46	77	20.4	40.7	36,325.1	18,162.6	90,812.9
5	Company_5	Finance	Middle East	2,020	3,243	19.3	10,066.1	18.1	46.8	75.5	22.5	42.5	43,534.1	21,767	108,835.2
5	Company_5	Finance	Middle East	2,021	3,120.1	19.3	8,787.3	-3.8	47.5	78.5	22.7	41.3	40,596.3	20,298.2	101,490.8
5	Company_5	Finance	Middle East	2,022	3,094.2	20.1	9,600.4	-0.8	47.6	78.4	22.3	42.3	40,314	20,157	100,785.1
5	Company_5	Finance	Middle East	2,023	3,281.7	21.9	6,441.8	6.1	45.9	76.5	20	41.3	43,628.2	21,814.1	109,070.6
5	Company_5	Finance	Middle East	2,024	3,282.1	22.5	9,663	0	47.4	80.4	19.9	41.8	41,818.8	20,909.4	104,546.9
5	Company_5	Finance	Middle East	2,025	3,162.1	22.4	6,674.6	-3.7	48	82.1	18.7	43.3	39,561.3	19,780.6	98,903.2
6	Company_6	Transportation	Oceania	2,015	2,339.1	0.8	256.7	null	69.1	56.9	76.8	73.7	1,125,550.2	187,591.7	3,751,834
6	Company_6	Transportation	Oceania	2,016	2,574.5	-1	11,890.9	10.1	68.4	56.1	76.9	72.2	1,246,956.8	207,826.1	4,156,522.6
6	Company_6	Transportation	Oceania	2,017	2,508.9	-4	3,844.3	-2.6	68.7	60.3	75.8	70	1,171,117	195,186.2	3,903,723.3
6	Company_6	Transportation	Oceania	2,018	2,472.4	-8.2	1,595.7	-1.5	66.9	60	73.1	67.5	1,157,116.5	192,852.8	3,857,055.1
6	Company_6	Transportation	Oceania	2,019	2,598.8	-8.5	8,095.7	5.1	68.7	62.3	73.8	70.1	1,191,171.2	198,528.5	3,970,570.6
6	Company_6	Transportation	Oceania	2,020	2,563.3	-11.4	10,251.2	-1.4	70.5	64	74.3	73.3	1,156,823.6	192,803.9	3,856,078.8
6	Company_6	Transportation	Oceania	2,021	2,466.6	-8.5	7,550	-3.8	70.8	64.2	75.3	72.9	1,110,593.7	185,099	3,701,979
6	Company_6	Transportation	Oceania	2,022	2,747.5	-7.9	12,663.9	11.4	72.5	68.4	77	72.1	1,188,684.3	198,114	3,962,281
6	Company_6	Transportation	Oceania	2,023	3,009.5	-9.8	4,910	9.5	71.7	68.1	75.7	71.2	1,305,812.3	217,635.4	4,352,707.7
6	Company_6	Transportation	Oceania	2,024	3,095.6	-8.6	2,201.1	2.9	69.5	62.2	75.7	70.7	1,420,617.4	236,769.6	4,735,391.3
6	Company_6	Transportation	Oceania	2,025	3,297	-10	7,887.8	6.5	73.1	68.2	77.4	73.6	1,428,863.2	238,143.9	4,762,877.2
7	Company_7	Healthcare	Oceania	2,015	4,664.1	6.2	4,597.8	null	53	74.6	37.1	47.5	316,163.3	316,163.3	632,326.6
7	Company_7	Healthcare	Oceania	2,016	5,080.6	9	6,228.6	8.9	52.4	72.7	38.3	46.1	351,094.3	351,094.3	702,188.6
7	Company_7	Healthcare	Oceania	2,017	5,192	6.4	7,750.2	2.2	53.9	77.8	38.1	45.7	340,222.4	340,222.4	680,444.7
7	Company_7	Healthcare	Oceania	2,018	5,320.5	4.3	2,608	2.5	53.4	77.7	38.4	44.2	349,079	349,079	698,158.1
7	Company_7	Healthcare	Oceania	2,019	5,421.6	1.3	1,267	1.9	54.4	78.5	39	45.7	352,693.8	352,693.8	705,387.6
7	Company_7	Healthcare	Oceania	2,020	6,225.1	3.5	4,571.3	14.8	53.9	78.3	38.5	45	406,012.5	406,012.5	812,025.1
7	Company_7	Healthcare	Oceania	2,021	6,470.9	-2.3	21,238.4	3.9	53.3	78	34.6	47.2	423,188.3	423,188.3	846,376.6
7	Company_7	Healthcare	Oceania	2,022	6,387.4	-2.2	18,488.5	-1.3	53.9	80.9	34.8	45.8	404,596.4	404,596.4	809,192.9
7	Company_7	Healthcare	Oceania	2,023	6,014.8	-1.7	10,294.8	-5.8	53.7	81.6	35.2	44.2	378,353.9	378,353.9	756,707.8
7	Company_7	Healthcare	Oceania	2,024	6,084.6	-3.6	27,425.5	1.2	55.8	81.9	39.1	46.5	381,475.3	381,475.3	762,950.7
7	Company_7	Healthcare	Oceania	2,025	6,444.2	0.1	38	5.9	58.4	87.6	41.6	46.1	378,090.2	378,090.2	756,180.5
8	Company_8	Healthcare	Europe	2,015	7,090.7	10.6	14,828.8	null	74.4	69.4	87.8	66.1	506,391	506,391	1,012,782
8	Company_8	Healthcare	Europe	2,016	7,395.2	10.4	17,692.4	4.3	75.5	69.3	89.8	67.6	528,938.5	528,938.5	1,057,876.9
8	Company_8	Healthcare	Europe	2,017	7,077.8	10.7	14,011.4	-4.3	76.8	71.8	92.2	66.6	493,832.6	493,832.6	987,665.3
8	Company_8	Healthcare	Europe	2,018	6,957.5	8.2	9,292.2	-1.7	76.6	69.5	92.8	67.6	496,422.5	496,422.5	992,845
8	Company_8	Healthcare	Europe	2,019	6,690.8	9.7	8,033.5	-3.8	77	67.2	98.8	64.9	488,275.3	488,275.3	976,550.7
8	Company_8	Healthcare	Europe	2,020	6,751.9	8.7	7,083.4	0.9	78.5	70.2	98.2	67	478,492.5	478,492.5	956,984.9
8	Company_8	Healthcare	Europe	2,021	6,397.5	10.1	10,983.2	-5.2	78.2	74.1	95.1	65.5	435,991	435,991	871,982
8	Company_8	Healthcare	Europe	2,022	6,583.8	10.3	8,606.9	2.9	79.6	75.2	95.3	68.3	443,275.8	443,275.8	886,551.6
8	Company_8	Healthcare	Europe	2,023	6,810.4	11.1	9,866	3.4	79.6	75.4	95.2	68.2	457,696.4	457,696.4	915,392.8
8	Company_8	Healthcare	Europe	2,024	7,168.5	13.7	17,539	5.3	81.4	78.2	95	71.1	468,000.4	468,000.4	936,000.8
8	Company_8	Healthcare	Europe	2,025	7,117.1	8.6	10,386.3	-0.7	81.6	77.1	97.6	69.9	469,707.3	469,707.3	939,414.6
9	Company_9	Technology	North America	2,015	1,490.2	11.9	4,559	null	59.8	37.8	77.7	63.7	69,681.3	41,808.8	139,362.7
9	Company_9	Technology	North America	2,016	1,761.8	9.7	4,234.3	18.2	58.8	38	78.7	59.7	82,263.8	49,358.3	164,527.5
9	Company_9	Technology	North America	2,017	2,085	15.3	7,991.2	18.3	60.2	37.2	77.2	66.2	97,986.2	58,791.7	195,972.4
9	Company_9	Technology	North America	2,018	2,575.4	14.1	5,543	23.5	63.5	40.8	81.7	68.1	117,733.8	70,640.3	235,467.6
9	Company_9	Technology	North America	2,019	3,208.8	11.2	8,416.4	24.6	63.3	40.5	83.8	65.6	147,097.1	88,258.2	294,194.1
9	Company_9	Technology	North America	2,020	3,584.9	10.1	10,662.5	11.7	63.1	39.7	84.7	64.9	165,277.3	99,166.4	330,554.5
9	Company_9	Technology	North America	2,021	4,399.8	8.5	7,008.7	22.7	63.8	39.7	84.3	67.3	202,835.4	121,701.3	405,670.9
9	Company_9	Technology	North America	2,022	4,673	6.7	8,480.9	6.2	65.3	43.5	83.4	69	209,222.4	125,533.4	418,444.8
9	Company_9	Technology	North America	2,023	5,102.1	4.4	5,222	9.2	63.3	45	80.8	64	225,770.9	135,462.6	451,541.9
9	Company_9	Technology	North America	2,024	5,853.9	6.3	5,804.7	14.7	63.2	45.6	81.9	62.1	257,772.5	154,663.5	515,545
9	Company_9	Technology	North America	2,025	6,764	4.5	5,954.9	15.5	63.5	48.4	82.6	59.6	291,193.2	174,715.9	582,386.4
10	Company_10	Technology	Latin America	2,015	48,720	11.9	186,028.6	null	62.2	81.7	62.5	42.5	1,530,517.6	918,310.6	3,061,035.3

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Багануудын тайлбар

Баганын нэр	Тайлбар	Өгөгдлийн төрөл
CompanyID	Компанийн давтагдашгүй дугаар	Тоон
CompanyName	компанийн нэр (жишээ: `Company_123`)	Ангиллын
Industry	Үйл ажиллагааны салбар (жишээ: Technology, Finance, Energy)	Ангиллын
Region	Газарзүйн бүс нутаг (жишээ: North America, Europe)	Ангиллын
Year	Тайлант он (2015–2025)	Тоон
Revenue	Жилийн орлого (сая ам.доллар)	Тоон
ProfitMargin	Цэвэр ашгийн түвшин (%)	Тоон
MarketCap	Зах зээлийн үнэлгээ (сая ам.доллар)	Тоон
GrowthRate	Өмнөх онтой харьцуулсан орлогын өсөлтийн хувь (%)	Тоон
ESG_Overall	Нэгдсэн ESG үнэлгээ (0–100)	Тоон
ESG_Environmental	Байгаль орчны тогтвортой байдлын үнэлгээ (0–100)	Тоон
ESG_Social	Нийгмийн хариуцлагын үнэлгээ (0–100)	Тоон
ESG_Governance	Компанийн засаглалын үнэлгээ (0–100)	Тоон
CarbonEmissions	Жилийн нүүрстөрөгчийн ялгаруулалт (тонн CO₂)	Тоон
WaterUsage	Жилийн усны хэрэглээ (м³)	Тоон
EnergyConsumption	Жилийн эрчим хүчний хэрэглээ (МВт.цаг)	Тоон

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