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	2,019	South America	Red	Diesel	Manual	3.4	24,131	99,750	9,140	High
M5	2,018	Middle East	Blue	Hybrid	Automatic	2.2	47,533	52,360	1,521	Low
3 Series	2,021	Asia	Blue	Hybrid	Manual	4.7	180,041	54,306	4,086	Low
5 Series	2,010	Africa	Silver	Electric	Automatic	4.1	157,895	65,430	4,725	Low
M5	2,011	Middle East	Black	Diesel	Automatic	1.6	34,998	94,291	2,352	Low
i3	2,012	North America	Blue	Petrol	Manual	3.2	153,291	115,491	6,100	Low
X3	2,010	Middle East	Red	Petrol	Automatic	3.6	6,405	53,889	2,226	Low
7 Series	2,011	Europe	Silver	Hybrid	Manual	1.7	153,868	35,563	2,543	Low
5 Series	2,011	Middle East	Silver	Hybrid	Automatic	1.7	9,287	102,088	1,779	Low
X3	2,016	North America	Silver	Diesel	Manual	3.1	10,837	116,458	7,784	High
X3	2,019	Middle East	Black	Diesel	Automatic	1.5	143,611	58,604	1,882	Low
M5	2,022	Middle East	Red	Petrol	Automatic	1.7	196,177	84,771	4,448	Low
M3	2,015	Africa	White	Diesel	Automatic	2.1	109,897	37,630	518	Low
X1	2,021	Middle East	Red	Petrol	Manual	4.7	158,307	78,486	3,493	Low
M5	2,018	Europe	Grey	Hybrid	Automatic	4.2	86,740	67,255	9,174	High
3 Series	2,023	Africa	Silver	Diesel	Automatic	3.1	127,132	66,102	7,451	High
5 Series	2,014	Asia	Grey	Petrol	Automatic	3.2	191,329	39,615	8,404	High
X3	2,018	South America	White	Electric	Manual	3.9	188,520	93,025	3,357	Low
X3	2,023	South America	White	Hybrid	Manual	3.2	160,117	85,015	4,993	Low
5 Series	2,022	Africa	Blue	Diesel	Automatic	1.7	68,109	30,463	4,330	Low
i3	2,021	North America	Silver	Diesel	Automatic	4.1	33,516	78,548	100	Low
i8	2,019	Europe	White	Diesel	Manual	1.7	63,787	100,178	5,321	Low
7 Series	2,023	Middle East	Red	Hybrid	Automatic	3.2	71,648	109,471	655	Low
3 Series	2,023	North America	White	Diesel	Manual	4.5	22,370	69,595	9,760	High
3 Series	2,018	South America	Silver	Hybrid	Manual	1.9	143,299	96,481	6,496	Low
7 Series	2,011	Middle East	Black	Hybrid	Automatic	4	51,240	89,343	1,370	Low
X6	2,024	Middle East	White	Hybrid	Manual	1.7	122,835	90,157	2,226	Low
7 Series	2,021	Middle East	White	Diesel	Manual	5	170,182	73,110	1,281	Low
X3	2,018	North America	Red	Petrol	Manual	3.9	162,983	112,146	4,824	Low
X3	2,012	North America	Black	Petrol	Manual	4.9	102,521	119,191	7,146	High
X6	2,020	South America	Red	Hybrid	Manual	3.8	93,015	50,748	1,714	Low
5 Series	2,012	South America	Red	Electric	Automatic	2.3	177,560	32,255	6,365	Low
3 Series	2,021	Middle East	Blue	Electric	Manual	4.7	180,587	114,098	7,452	High
X1	2,020	South America	Red	Hybrid	Manual	3.7	106,736	46,746	7,688	High
i3	2,023	Europe	Black	Diesel	Automatic	3.5	23,371	78,694	4,130	Low
7 Series	2,024	Middle East	White	Hybrid	Manual	3	57,046	99,659	9,234	High
3 Series	2,018	Asia	Blue	Electric	Manual	2.5	94,292	83,987	1,714	Low
i3	2,024	Asia	Silver	Electric	Manual	3.4	143,940	104,063	7,897	High
M5	2,016	Europe	Red	Hybrid	Manual	2.8	68,524	109,020	7,120	High
X1	2,024	Europe	Grey	Diesel	Manual	4.5	87,588	68,042	496	Low
i3	2,023	South America	White	Electric	Manual	1.6	74,344	98,906	2,219	Low
5 Series	2,020	South America	Red	Diesel	Automatic	3.4	168,198	58,329	5,962	Low
X5	2,024	North America	Black	Electric	Manual	4.4	25,074	89,507	6,933	Low
X5	2,017	South America	Red	Electric	Manual	1.6	103,228	49,726	4,253	Low
3 Series	2,016	North America	Silver	Electric	Manual	2.5	139,069	97,097	9,190	High
X5	2,018	North America	Red	Petrol	Automatic	1.7	15,433	106,586	258	Low
X1	2,017	South America	Silver	Hybrid	Manual	3.6	131,907	69,205	9,853	High
X1	2,023	Asia	Silver	Petrol	Manual	2.6	3,923	86,128	4,161	Low
M3	2,013	Europe	Red	Hybrid	Automatic	4.9	68,171	60,181	573	Low
X6	2,011	North America	Blue	Hybrid	Automatic	3.7	87,055	74,373	676	Low
i8	2,023	Africa	Blue	Hybrid	Automatic	3.5	36,034	67,781	9,121	High
i3	2,022	Europe	Black	Hybrid	Manual	4.7	13,723	87,957	8,412	High
X6	2,020	Asia	Red	Electric	Manual	2.3	119,788	85,627	868	Low
X6	2,014	South America	Red	Electric	Manual	3.5	153,862	117,093	223	Low
i3	2,011	North America	Blue	Petrol	Automatic	3.4	31,257	57,578	5,698	Low
X6	2,013	Middle East	Silver	Diesel	Manual	1.8	21,484	111,625	5,189	Low
X6	2,023	Asia	Grey	Hybrid	Automatic	4.8	135,994	50,861	7,593	High
X3	2,021	North America	Silver	Diesel	Automatic	4	112,412	76,090	2,303	Low
5 Series	2,011	Asia	Blue	Electric	Manual	4.6	139,646	73,297	3,827	Low
X5	2,014	Europe	White	Diesel	Automatic	4.9	182,855	108,305	7,485	High
3 Series	2,015	Middle East	Blue	Electric	Manual	3.2	104,151	39,751	7,064	High
X3	2,020	Europe	Blue	Diesel	Automatic	4.3	191,624	46,347	6,076	Low
X6	2,010	South America	Grey	Diesel	Manual	3.5	173,889	42,641	300	Low
X5	2,024	Middle East	Red	Diesel	Automatic	4.9	185,433	99,347	8,957	High
X5	2,021	Europe	Red	Petrol	Automatic	2.4	45,927	102,769	3,848	Low
i8	2,017	Asia	Black	Hybrid	Manual	1.5	73,291	46,897	7,885	High
i8	2,011	Africa	White	Diesel	Automatic	2.2	7,349	46,915	994	Low
X6	2,023	Europe	Blue	Hybrid	Automatic	1.9	54,099	98,077	6,817	Low
M3	2,014	Middle East	White	Petrol	Automatic	3	36,846	88,213	1,309	Low
M5	2,020	Africa	White	Petrol	Manual	1.8	190,931	33,126	9,695	High
i3	2,017	Middle East	Silver	Hybrid	Manual	2.3	148,056	97,748	7,820	High
i8	2,014	Asia	Blue	Electric	Automatic	1.8	81,435	93,550	5,225	Low
X1	2,012	Asia	Silver	Electric	Automatic	3.2	46,867	58,064	8,451	High
7 Series	2,015	Europe	Black	Electric	Manual	2.4	187,373	30,134	9,555	High
7 Series	2,010	Europe	Red	Diesel	Automatic	3.1	133,572	82,740	4,236	Low
X3	2,010	Asia	Black	Petrol	Manual	1.8	17,057	66,575	933	Low
X6	2,017	Europe	Black	Hybrid	Automatic	3.3	51,764	108,531	1,538	Low
7 Series	2,016	Asia	Grey	Diesel	Automatic	2	21,590	111,340	6,364	Low
X3	2,019	North America	Black	Electric	Automatic	1.8	156,449	33,332	9,113	High
X3	2,019	Asia	Blue	Petrol	Automatic	2.6	102,120	89,392	1,617	Low
X3	2,020	Asia	Blue	Electric	Manual	4.6	23,759	30,583	6,468	Low
i8	2,020	Europe	Grey	Diesel	Automatic	4.3	32,956	112,091	9,146	High
X5	2,012	Middle East	Grey	Petrol	Manual	4.9	133,504	92,596	2,705	Low
3 Series	2,017	Africa	White	Diesel	Automatic	3.1	35,759	85,367	7,751	High
i8	2,020	Asia	Blue	Petrol	Automatic	2.6	187,065	74,779	5,975	Low
i8	2,024	Europe	White	Petrol	Automatic	4.9	167,311	32,314	9,082	High
X3	2,017	South America	Blue	Hybrid	Automatic	2.8	144,826	42,063	731	Low
M5	2,023	Africa	Red	Hybrid	Manual	1.5	104,739	107,623	5,276	Low
7 Series	2,023	Middle East	Silver	Hybrid	Automatic	4.4	6,334	91,182	5,481	Low
X5	2,010	Europe	Silver	Petrol	Manual	2.1	183,698	98,774	1,109	Low
X1	2,019	North America	Grey	Diesel	Automatic	4	105,401	35,539	1,684	Low
7 Series	2,016	North America	Silver	Hybrid	Manual	1.6	185,810	86,805	8,471	High
X6	2,011	Asia	Black	Electric	Automatic	1.9	91,192	31,306	9,168	High
X3	2,021	Middle East	Silver	Electric	Manual	3.2	77,674	50,005	6,582	Low
X1	2,011	Africa	Grey	Diesel	Automatic	1.7	157,990	84,116	3,902	Low
M3	2,011	South America	Grey	Diesel	Automatic	4.6	52,338	58,886	6,897	Low
X1	2,022	Middle East	Silver	Diesel	Automatic	4.1	191,220	71,499	8,508	High
i8	2,014	Europe	Black	Diesel	Automatic	2.6	40,253	83,419	5,347	Low
7 Series	2,016	South America	Black	Petrol	Automatic	3.6	73,501	55,928	1,192	Low
X3	2,013	Asia	Silver	Diesel	Manual	4	13,192	98,291	1,562	Low

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