Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
X3	2,010	Asia	White	Diesel	Automatic	2.9	110,612	109,527	1,914	Low
7 Series	2,017	Asia	Grey	Petrol	Manual	1.9	39,861	65,324	1,432	Low
i3	2,017	South America	Black	Electric	Manual	2	153,461	72,128	1,907	Low
M3	2,011	Middle East	Red	Hybrid	Manual	4.3	102,337	60,915	844	Low
M5	2,013	Middle East	Blue	Diesel	Manual	4.2	92,413	71,568	7,706	High
M3	2,021	Middle East	Black	Hybrid	Manual	1.9	46,657	30,063	4,819	Low
M5	2,011	North America	Grey	Diesel	Automatic	3.8	7,825	49,734	648	Low
3 Series	2,013	Asia	Red	Hybrid	Manual	3.6	68,386	96,438	9,114	High
i8	2,021	South America	White	Hybrid	Manual	4	150,383	40,374	2,975	Low
M5	2,022	Europe	White	Electric	Automatic	3.2	116,833	43,575	1,456	Low
X5	2,022	Africa	Red	Hybrid	Automatic	2.4	90,344	69,666	9,858	High
X5	2,019	North America	Grey	Diesel	Manual	3.8	98,404	40,092	4,359	Low
3 Series	2,016	Africa	Black	Diesel	Automatic	2.8	8,095	52,746	7,484	High
X6	2,018	South America	Red	Hybrid	Automatic	2.3	120,600	119,668	1,299	Low
5 Series	2,023	South America	Silver	Diesel	Manual	2.9	136,343	109,241	5,885	Low
i3	2,023	Asia	White	Diesel	Automatic	4.2	130,875	115,822	7,700	High
X3	2,017	South America	Grey	Electric	Manual	3.2	41,697	63,224	9,736	High
3 Series	2,024	Africa	White	Hybrid	Automatic	2.5	28,185	31,991	3,958	Low
M5	2,021	Europe	Red	Petrol	Manual	4.4	4,862	94,668	8,378	High
X1	2,018	Middle East	Silver	Petrol	Manual	4.6	71,465	93,340	5,438	Low
5 Series	2,017	South America	Grey	Petrol	Manual	3	125,734	81,389	3,665	Low
X1	2,011	Asia	Grey	Electric	Manual	2.8	85,572	41,707	5,898	Low
3 Series	2,016	Africa	Grey	Electric	Automatic	3.6	116,549	59,865	7,385	High
M5	2,011	Africa	Black	Petrol	Automatic	1.7	38,184	66,815	7,314	High
i3	2,022	Europe	Grey	Diesel	Manual	3.9	162,463	117,802	3,052	Low
X5	2,021	Asia	Black	Hybrid	Manual	4.2	64,007	73,837	2,549	Low
5 Series	2,020	South America	Blue	Diesel	Automatic	2.9	4,793	83,759	4,284	Low
X5	2,011	Africa	Red	Electric	Manual	2.1	12,149	32,281	2,229	Low
i8	2,024	Africa	Blue	Electric	Manual	1.6	68,224	75,386	9,589	High
3 Series	2,013	Middle East	White	Petrol	Manual	3.7	25,424	114,101	6,575	Low
7 Series	2,010	Europe	Red	Diesel	Manual	2.4	10,814	73,631	3,984	Low
i8	2,024	Africa	Blue	Electric	Automatic	3.1	123,793	96,224	2,141	Low
M5	2,014	Africa	White	Hybrid	Manual	2.9	64,915	51,876	3,927	Low
M5	2,015	Europe	Red	Petrol	Manual	2.1	180,337	34,986	1,664	Low
X3	2,018	Europe	Black	Electric	Manual	3.3	13,533	76,898	2,390	Low
X1	2,019	Asia	Red	Diesel	Manual	3.1	111,716	114,220	6,946	Low
7 Series	2,017	Africa	Blue	Hybrid	Automatic	3.7	69,030	100,413	5,583	Low
i3	2,011	Europe	Red	Diesel	Automatic	2.4	30,742	78,279	2,337	Low
3 Series	2,010	Middle East	Grey	Hybrid	Automatic	2.3	86,361	116,087	7,975	High
X5	2,011	South America	White	Hybrid	Automatic	4.4	58,372	38,352	6,285	Low
M5	2,016	Europe	Silver	Electric	Automatic	4	192,525	48,169	5,038	Low
M5	2,013	Asia	Red	Electric	Manual	4.2	115,810	39,217	304	Low
5 Series	2,019	Middle East	White	Diesel	Automatic	1.9	84,596	101,121	9,166	High
M5	2,014	Asia	Black	Electric	Automatic	2.3	25,311	39,716	4,515	Low
X1	2,021	Africa	Black	Petrol	Manual	3.5	135,596	41,358	6,561	Low
M3	2,016	Africa	Silver	Electric	Manual	4.5	29,123	110,051	3,838	Low
M5	2,012	Europe	Red	Hybrid	Automatic	4.6	139,797	68,251	2,001	Low
i3	2,019	Asia	Silver	Petrol	Manual	4.4	154,736	61,148	1,818	Low
7 Series	2,011	Middle East	Grey	Petrol	Automatic	1.7	143,116	110,723	3,922	Low
X1	2,022	Middle East	Grey	Electric	Automatic	4.4	155,975	74,197	672	Low
M3	2,016	Europe	Grey	Hybrid	Manual	4.6	99,941	114,111	5,283	Low
X5	2,014	North America	Red	Electric	Manual	1.7	69,832	96,546	2,378	Low
X6	2,023	Middle East	Red	Electric	Manual	3	156,601	65,829	4,684	Low
5 Series	2,024	North America	White	Hybrid	Manual	3.4	104,555	110,214	4,720	Low
7 Series	2,010	Europe	Black	Petrol	Manual	2.3	70,043	86,566	7,961	High
X5	2,010	South America	Silver	Electric	Manual	3.3	143,488	32,788	6,995	Low
X5	2,018	North America	White	Electric	Manual	4.6	47,246	83,560	9,174	High
i8	2,014	Africa	Silver	Electric	Automatic	4.5	19,334	62,146	4,127	Low
3 Series	2,010	Africa	White	Petrol	Manual	4.8	167,371	107,138	197	Low
X5	2,016	Europe	Blue	Hybrid	Manual	3.2	101,686	64,981	1,287	Low
M3	2,018	Middle East	Silver	Diesel	Automatic	2.9	26,558	99,759	6,538	Low
i8	2,020	North America	Silver	Hybrid	Automatic	3.8	42,204	93,715	1,050	Low
M3	2,010	Africa	White	Diesel	Automatic	3	96,055	85,361	2,384	Low
M3	2,019	Asia	Grey	Electric	Manual	1.6	165,452	42,051	697	Low
5 Series	2,023	Middle East	Black	Petrol	Automatic	4	4,212	48,424	2,730	Low
X6	2,022	South America	Black	Petrol	Manual	2.5	68,663	48,819	9,946	High
X1	2,013	Asia	Silver	Electric	Automatic	1.7	39,839	87,817	7,528	High
X6	2,023	South America	Black	Electric	Manual	1.6	55,017	69,155	9,416	High
3 Series	2,012	North America	Red	Petrol	Automatic	4.8	192,636	113,792	887	Low
X1	2,014	North America	Silver	Hybrid	Manual	2.4	67,444	106,900	2,487	Low
5 Series	2,016	Middle East	Blue	Electric	Manual	3.1	129,048	102,554	2,528	Low
3 Series	2,017	Middle East	White	Diesel	Automatic	4.8	106,074	72,254	2,138	Low
M3	2,022	Africa	White	Hybrid	Manual	3.1	177,036	104,443	2,576	Low
X5	2,011	Africa	Blue	Petrol	Manual	1.8	88,156	34,287	867	Low
M3	2,016	Europe	White	Electric	Automatic	3.4	112,797	70,976	9,301	High
M3	2,023	North America	Silver	Electric	Manual	1.8	74,970	89,496	6,543	Low
M5	2,023	Europe	Blue	Hybrid	Automatic	1.8	52,742	35,519	8,806	High
i8	2,010	Asia	Red	Electric	Manual	4.5	176,268	43,423	9,541	High
X3	2,016	North America	Red	Diesel	Automatic	2.5	60,038	69,887	375	Low
M5	2,017	Middle East	Silver	Electric	Automatic	3.9	46,690	108,946	7,117	High
M5	2,011	Europe	White	Petrol	Automatic	3.3	99,013	67,367	517	Low
7 Series	2,018	Asia	Grey	Diesel	Manual	2.3	189,973	49,628	1,263	Low
5 Series	2,010	North America	Red	Petrol	Manual	3.3	190,861	32,395	639	Low
X5	2,022	South America	White	Hybrid	Manual	1.7	32,276	52,903	9,176	High
X1	2,015	South America	White	Petrol	Automatic	2.7	46,609	81,582	2,561	Low
M3	2,010	South America	Grey	Hybrid	Manual	3.3	87,087	40,555	332	Low
M3	2,012	Europe	Blue	Hybrid	Automatic	2.3	147,548	91,402	7,511	High
5 Series	2,020	Africa	Blue	Diesel	Automatic	3.8	147,481	114,792	5,105	Low
5 Series	2,015	Europe	Red	Hybrid	Automatic	1.7	76,838	35,868	3,804	Low
3 Series	2,012	Africa	Grey	Hybrid	Manual	3.2	159,908	33,682	1,802	Low
i3	2,017	South America	Grey	Diesel	Manual	4	147,133	74,735	9,608	High
5 Series	2,014	Africa	Silver	Petrol	Manual	3	176,575	84,544	8,365	High
i8	2,011	Africa	Grey	Hybrid	Manual	4.6	117,617	51,104	9,719	High
X1	2,013	North America	Grey	Electric	Automatic	3.7	492	39,006	3,820	Low
7 Series	2,018	North America	Grey	Hybrid	Manual	4.9	37,309	116,725	6,954	Low
M3	2,013	South America	Blue	Petrol	Automatic	2.5	127,643	70,689	774	Low
M5	2,019	Middle East	Red	Petrol	Manual	4.8	6,026	108,053	2,724	Low
M5	2,019	Africa	Blue	Electric	Manual	3.6	60,816	41,040	9,737	High
i8	2,017	Asia	Black	Diesel	Manual	4.1	176,907	51,997	8,768	High
i3	2,014	Middle East	Black	Diesel	Automatic	4.7	54,487	85,275	9,081	High

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