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
7 Series	2,023	Middle East	Grey	Petrol	Automatic	3.3	19,973	61,112	4,861	Low
X6	2,021	Europe	Grey	Electric	Automatic	1.8	193,183	63,554	5,799	Low
3 Series	2,010	Europe	Silver	Electric	Manual	2	14,166	96,136	5,654	Low
3 Series	2,014	Africa	Black	Electric	Automatic	2.1	94,630	117,890	6,004	Low
i8	2,023	Europe	Red	Electric	Automatic	1.7	34,611	90,965	9,321	High
i3	2,015	Africa	Grey	Electric	Automatic	4.6	19,001	94,585	1,756	Low
X6	2,024	Middle East	Silver	Electric	Manual	1.9	120,190	49,621	6,961	Low
X3	2,016	Asia	White	Electric	Automatic	3.7	139,331	88,952	4,396	Low
X6	2,023	Asia	Blue	Petrol	Automatic	3.7	149,308	103,575	3,484	Low
5 Series	2,011	Middle East	Grey	Diesel	Automatic	2.2	84,161	85,284	4,830	Low
M5	2,010	Europe	Red	Petrol	Manual	5	113,869	104,811	2,262	Low
X5	2,015	South America	Black	Hybrid	Automatic	2.7	28,221	97,456	969	Low
M5	2,012	South America	Black	Electric	Automatic	4.7	194,503	87,603	2,324	Low
5 Series	2,014	Middle East	Black	Electric	Manual	4.8	26,163	44,834	3,044	Low
i3	2,021	South America	Black	Hybrid	Manual	4.8	135,730	46,300	7,069	High
X5	2,024	Africa	Black	Electric	Manual	4.1	132,560	47,233	9,902	High
X1	2,020	Asia	White	Diesel	Automatic	2.4	116,844	41,753	2,249	Low
i8	2,022	Asia	Blue	Electric	Manual	1.9	161,226	38,525	8,074	High
X5	2,024	Europe	Grey	Petrol	Automatic	3.5	77,017	47,530	2,721	Low
X1	2,011	North America	Blue	Hybrid	Manual	2.8	40,299	108,995	2,817	Low
X5	2,024	Middle East	Silver	Electric	Manual	4.4	62,760	47,199	2,284	Low
X3	2,010	Asia	Black	Hybrid	Automatic	4.1	167,049	116,447	8,503	High
X3	2,010	Europe	Blue	Diesel	Manual	2.5	97,301	67,070	4,391	Low
M3	2,022	North America	Grey	Hybrid	Manual	1.6	35,940	94,344	4,874	Low
M5	2,020	North America	Red	Electric	Manual	2.3	26,830	110,797	7,854	High
X1	2,013	North America	Red	Diesel	Manual	3.5	33,905	95,890	5,934	Low
i8	2,019	North America	Blue	Petrol	Automatic	1.8	198,267	58,253	7,503	High
M3	2,022	Asia	Blue	Hybrid	Manual	3.8	170,642	92,967	6,907	Low
M3	2,011	Middle East	Grey	Diesel	Automatic	3.9	191,707	64,118	9,707	High
7 Series	2,010	Asia	Black	Diesel	Manual	2.1	87,386	97,419	3,905	Low
M5	2,015	Asia	Black	Petrol	Manual	3.6	19,369	54,947	391	Low
X5	2,023	Middle East	Blue	Diesel	Manual	3.6	196,258	59,221	6,144	Low
i8	2,013	Middle East	Red	Petrol	Automatic	3.2	82,863	35,397	8,629	High
X6	2,019	Asia	Red	Diesel	Manual	4.8	184,784	99,797	8,079	High
X1	2,022	Middle East	Grey	Diesel	Manual	1.9	112,024	75,381	431	Low
i3	2,021	North America	Black	Petrol	Manual	2.9	73,987	86,523	6,558	Low
5 Series	2,024	South America	Grey	Petrol	Automatic	4.6	38,024	60,651	3,974	Low
i8	2,016	South America	Grey	Electric	Manual	2.9	106,644	30,479	9,732	High
X6	2,020	Middle East	White	Hybrid	Automatic	3	62,180	103,479	8,061	High
i3	2,015	Africa	Silver	Electric	Manual	3.8	140,643	62,508	9,197	High
X6	2,014	Europe	Grey	Petrol	Manual	3.8	151,875	73,133	1,491	Low
i8	2,019	Middle East	Black	Petrol	Manual	1.6	155,126	31,520	4,440	Low
3 Series	2,021	Middle East	Black	Diesel	Manual	3.1	179,371	59,183	4,104	Low
i3	2,022	South America	Silver	Petrol	Automatic	2.7	158,078	70,409	7,346	High
i3	2,021	Africa	Red	Electric	Automatic	3.7	114,098	85,472	8,079	High
M5	2,021	Europe	Silver	Diesel	Automatic	3.4	6,477	96,229	9,552	High
X3	2,021	Asia	Silver	Electric	Manual	3.8	64,840	41,830	3,575	Low
M5	2,011	Europe	Blue	Hybrid	Manual	3.8	12,410	103,228	3,178	Low
3 Series	2,014	North America	Blue	Electric	Manual	2.4	113,270	84,533	9,938	High
X1	2,018	South America	Blue	Petrol	Manual	2.4	55,370	91,589	6,072	Low
3 Series	2,018	Asia	Grey	Diesel	Automatic	2.8	105,684	94,335	2,159	Low
i8	2,011	Middle East	Silver	Petrol	Automatic	2.3	137,343	116,737	5,633	Low
i3	2,016	Africa	Blue	Petrol	Automatic	3.9	74,022	54,189	3,431	Low
7 Series	2,019	Asia	White	Petrol	Manual	3.6	48,956	78,016	4,684	Low
M5	2,023	Africa	Grey	Petrol	Manual	2.3	76,298	78,112	735	Low
X1	2,013	Africa	Grey	Petrol	Manual	4.6	113,873	33,557	3,404	Low
5 Series	2,022	South America	Blue	Electric	Automatic	3.1	69,490	36,653	5,973	Low
M3	2,022	North America	Red	Diesel	Manual	1.9	27,153	110,551	9,169	High
7 Series	2,012	Africa	Grey	Electric	Automatic	2.2	57	51,618	584	Low
X1	2,020	North America	Red	Petrol	Manual	3.4	168,086	75,095	2,071	Low
i8	2,010	North America	White	Diesel	Automatic	2.7	51,672	118,948	3,730	Low
M5	2,012	Middle East	Grey	Diesel	Manual	4.5	116,379	100,762	4,382	Low
5 Series	2,020	Europe	Silver	Electric	Manual	3.2	31,982	77,738	318	Low
X5	2,018	South America	Blue	Petrol	Automatic	4.7	134,586	110,144	4,539	Low
X6	2,023	South America	Grey	Hybrid	Manual	1.9	53,274	103,231	5,674	Low
i3	2,024	South America	Blue	Diesel	Automatic	3.8	65,222	62,976	5,501	Low
M5	2,018	Asia	Black	Hybrid	Manual	4.6	40,041	72,197	4,913	Low
X6	2,016	South America	Blue	Petrol	Manual	2.5	137,290	52,670	654	Low
i8	2,012	South America	Silver	Petrol	Automatic	2	135,109	72,360	4,763	Low
M3	2,022	Africa	Grey	Diesel	Manual	3.1	24,763	78,742	6,019	Low
M5	2,012	South America	Grey	Petrol	Automatic	4.9	175,124	37,061	9,466	High
X6	2,013	Europe	White	Diesel	Manual	3.7	3,239	32,964	7,016	High
X5	2,016	Africa	Grey	Diesel	Manual	3.8	199,995	111,226	2,362	Low
5 Series	2,016	Europe	Grey	Hybrid	Automatic	3.9	174,687	93,180	3,717	Low
3 Series	2,021	Middle East	Red	Diesel	Manual	1.6	72,779	52,307	9,567	High
X5	2,021	Middle East	Black	Diesel	Manual	3.1	88,842	92,180	4,338	Low
X5	2,023	Europe	Silver	Hybrid	Manual	1.8	135,393	84,898	5,461	Low
X1	2,011	South America	Grey	Diesel	Automatic	2.6	14,945	63,813	3,229	Low
3 Series	2,021	Asia	Blue	Electric	Automatic	4.4	63,742	53,133	6,294	Low
M5	2,024	Africa	Grey	Hybrid	Manual	3.8	45,241	53,975	6,497	Low
X1	2,014	North America	White	Electric	Manual	5	125,346	84,125	7,722	High
M5	2,016	Europe	Grey	Electric	Manual	2.1	58,790	80,110	6,499	Low
X6	2,016	Africa	Black	Petrol	Automatic	2.9	125,595	65,519	7,013	High
i8	2,015	Middle East	Grey	Electric	Manual	4.3	142,443	95,820	6,804	Low
3 Series	2,019	North America	Black	Hybrid	Automatic	2.3	39,442	30,430	6,576	Low
i8	2,019	Asia	Silver	Diesel	Automatic	2	175,537	116,443	7,607	High
3 Series	2,021	Africa	Red	Petrol	Automatic	3	17,102	60,319	4,968	Low
X6	2,017	Middle East	Red	Electric	Automatic	2.8	31,780	38,635	7,364	High
X3	2,012	South America	Black	Petrol	Manual	4.9	127,075	72,872	8,191	High
M3	2,024	Africa	Black	Petrol	Manual	3.1	130,009	75,498	5,515	Low
M3	2,010	Africa	Silver	Electric	Manual	4.5	18,159	84,798	3,526	Low
X1	2,012	North America	Silver	Electric	Manual	4.6	170,416	47,598	2,241	Low
i3	2,020	Middle East	Grey	Petrol	Automatic	2.1	30,271	63,245	5,358	Low
X3	2,011	Middle East	Black	Hybrid	Automatic	4	148,712	75,560	6,844	Low
M3	2,011	Europe	Grey	Diesel	Automatic	2.5	178,765	88,816	8,237	High
3 Series	2,023	Asia	Red	Petrol	Manual	1.8	46,190	87,040	7,121	High
M3	2,023	Europe	White	Hybrid	Manual	4.6	15,063	67,012	2,165	Low
i3	2,011	North America	Red	Electric	Automatic	2.5	190,776	60,968	9,742	High
3 Series	2,014	Europe	White	Petrol	Automatic	2.7	153,914	34,699	5,841	Low
M3	2,022	Middle East	White	Hybrid	Automatic	2.6	72,578	112,579	7,477	High

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