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	2,011	Africa	Silver	Petrol	Manual	2.5	163,734	100,222	4,989	Low
M3	2,011	Africa	Blue	Hybrid	Manual	4.3	17,779	64,280	1,002	Low
i3	2,011	Africa	Blue	Electric	Manual	3.7	168,770	56,223	4,742	Low
X1	2,013	Middle East	Black	Petrol	Manual	1.7	106,922	88,624	3,216	Low
X3	2,023	Africa	Black	Diesel	Automatic	4.4	43,180	114,133	9,861	High
X1	2,010	Africa	Grey	Diesel	Manual	2.2	56,655	35,764	127	Low
X3	2,024	Middle East	Grey	Petrol	Automatic	4.9	42,536	67,693	5,459	Low
X3	2,013	Europe	Silver	Petrol	Manual	2.8	155,794	51,641	8,744	High
i8	2,011	Africa	Silver	Diesel	Manual	3.7	155,947	83,819	5,039	Low
M3	2,014	Asia	Grey	Electric	Automatic	1.8	70,681	44,505	9,274	High
X6	2,012	South America	Grey	Petrol	Manual	2.7	145,039	51,428	4,476	Low
i3	2,024	Middle East	Black	Diesel	Automatic	4.3	150,421	33,098	8,304	High
X6	2,021	Africa	Blue	Diesel	Automatic	3.2	136,837	57,848	9,269	High
i3	2,017	North America	Grey	Diesel	Manual	4.7	107,044	107,973	4,185	Low
X6	2,013	Asia	Black	Petrol	Manual	3.5	199,620	66,778	3,763	Low
X3	2,010	North America	White	Hybrid	Automatic	4.8	85,994	41,557	2,096	Low
M5	2,010	South America	White	Petrol	Automatic	4.9	64,663	67,535	2,171	Low
i3	2,021	Asia	White	Petrol	Automatic	3.1	174,541	76,136	6,847	Low
i3	2,019	Africa	Grey	Electric	Automatic	3.5	137,383	58,541	7,357	High
X6	2,012	Africa	Grey	Electric	Manual	4.4	33,143	60,805	7,922	High
i8	2,024	Africa	Silver	Diesel	Automatic	2.3	29,342	91,687	1,027	Low
M3	2,018	North America	Red	Electric	Manual	4.5	48,306	43,198	8,964	High
M5	2,016	South America	Blue	Diesel	Manual	3.6	193,973	65,561	5,087	Low
5 Series	2,011	Africa	White	Petrol	Automatic	4	96,472	55,657	5,980	Low
5 Series	2,024	North America	Red	Diesel	Manual	1.8	174,900	61,652	519	Low
M3	2,022	Middle East	Black	Diesel	Manual	4.2	16,019	69,727	7,251	High
X1	2,018	North America	Black	Hybrid	Manual	2.6	73,596	108,800	4,206	Low
i3	2,019	Asia	Blue	Petrol	Automatic	4.3	83,102	49,518	9,351	High
5 Series	2,011	South America	Red	Petrol	Automatic	3.3	137,720	96,383	4,081	Low
i8	2,012	South America	White	Hybrid	Automatic	2.5	172,687	117,002	9,218	High
X3	2,020	Asia	White	Diesel	Automatic	4.8	103,780	67,452	3,912	Low
5 Series	2,022	Middle East	Grey	Petrol	Automatic	4.2	96,325	109,395	3,983	Low
X1	2,019	Europe	Grey	Diesel	Automatic	4.9	37,162	118,164	2,036	Low
X1	2,023	Middle East	Grey	Electric	Manual	2.8	134,410	88,398	9,035	High
X5	2,011	South America	Blue	Petrol	Automatic	3.8	143,279	51,123	5,056	Low
7 Series	2,012	South America	Grey	Petrol	Automatic	3.6	165,494	60,996	5,993	Low
i3	2,015	Middle East	Blue	Diesel	Manual	3.9	148,903	83,184	3,097	Low
X5	2,018	Asia	Black	Petrol	Manual	1.6	171,922	90,355	3,286	Low
X5	2,018	Europe	Silver	Diesel	Automatic	2.5	157,248	103,947	804	Low
X3	2,016	Asia	Grey	Hybrid	Manual	4.7	188,570	71,897	5,479	Low
M3	2,021	North America	Blue	Petrol	Manual	3	24,312	110,389	8,891	High
X5	2,012	Europe	White	Petrol	Manual	4.9	86,355	118,306	8,978	High
i3	2,013	Middle East	Silver	Diesel	Automatic	2.2	81,314	71,124	7,601	High
i3	2,015	Africa	Black	Petrol	Manual	5	106,718	32,050	8,063	High
3 Series	2,020	Europe	Blue	Electric	Automatic	3.9	10,753	52,125	3,150	Low
X6	2,014	South America	Black	Petrol	Manual	4.2	134,609	85,164	1,650	Low
5 Series	2,011	South America	Blue	Diesel	Automatic	2.9	111,316	79,103	1,363	Low
X6	2,022	South America	White	Diesel	Manual	4.7	95,320	38,918	9,412	High
M5	2,015	Asia	Grey	Hybrid	Automatic	3.4	33,804	70,283	6,533	Low
7 Series	2,012	Asia	Silver	Petrol	Manual	3.9	111,651	72,114	5,740	Low
X6	2,023	South America	Red	Petrol	Manual	1.8	11,856	48,796	8,621	High
3 Series	2,017	Middle East	Grey	Petrol	Manual	3.7	30,957	105,551	1,767	Low
i8	2,011	Middle East	Red	Electric	Automatic	4.6	41,675	82,899	7,361	High
M5	2,010	Middle East	White	Electric	Automatic	2.1	159,145	91,261	7,049	High
M5	2,018	Middle East	Black	Electric	Automatic	4.1	164,053	42,417	3,471	Low
X1	2,023	Middle East	Silver	Electric	Manual	1.6	59,287	88,851	2,972	Low
X3	2,021	Middle East	Silver	Electric	Automatic	4.7	163,854	93,144	634	Low
X6	2,012	Asia	Blue	Diesel	Manual	4.9	12,422	50,391	3,880	Low
M5	2,020	Asia	Grey	Petrol	Manual	2.7	31,379	104,809	6,854	Low
i3	2,010	Africa	Blue	Diesel	Manual	1.9	61,308	115,924	2,043	Low
i8	2,016	Africa	Black	Hybrid	Automatic	3.8	135,594	110,606	4,988	Low
i3	2,022	Europe	Red	Hybrid	Automatic	1.6	175,641	96,232	1,626	Low
M5	2,024	Europe	White	Diesel	Manual	3.2	10,779	111,718	6,341	Low
X5	2,019	South America	Silver	Electric	Manual	2.5	2,932	104,285	6,299	Low
M5	2,014	Middle East	White	Diesel	Automatic	3.2	193,378	34,730	518	Low
X5	2,014	South America	Blue	Electric	Manual	1.6	108,588	57,624	9,370	High
7 Series	2,023	Africa	Red	Electric	Manual	1.7	196,283	30,870	8,090	High
i8	2,010	North America	Black	Petrol	Automatic	1.6	47,624	84,484	6,829	Low
X5	2,024	North America	Blue	Diesel	Manual	3.7	111,686	47,320	3,174	Low
7 Series	2,024	Asia	Red	Diesel	Manual	3.5	51,495	52,225	7,102	High
3 Series	2,018	Asia	Red	Petrol	Manual	2.3	16,269	82,792	8,474	High
i3	2,016	Africa	Red	Electric	Manual	3.8	63,441	75,534	877	Low
3 Series	2,017	South America	Grey	Electric	Automatic	4.6	76,553	66,871	6,316	Low
M5	2,018	Europe	White	Petrol	Automatic	2.5	175,074	48,821	6,612	Low
i3	2,015	Middle East	Blue	Electric	Automatic	4.4	161,678	44,295	9,726	High
i3	2,021	Asia	Red	Electric	Manual	3.8	8,876	31,670	6,018	Low
i8	2,014	North America	Black	Petrol	Automatic	1.6	146,627	75,543	9,322	High
M5	2,015	Asia	White	Electric	Automatic	2.8	138,425	119,060	266	Low
X3	2,020	Middle East	Black	Electric	Automatic	3.3	4,593	89,612	4,686	Low
7 Series	2,011	Middle East	White	Petrol	Manual	4.1	100,498	38,918	3,686	Low
7 Series	2,013	Asia	Red	Electric	Manual	2.5	35,959	85,085	4,915	Low
X5	2,012	North America	White	Diesel	Automatic	4.9	121,007	47,418	7,616	High
i8	2,022	Asia	Silver	Diesel	Automatic	3.9	111,097	116,375	281	Low
M3	2,016	Africa	White	Diesel	Automatic	2.8	25,627	46,384	6,503	Low
3 Series	2,018	Asia	Grey	Electric	Manual	1.8	132,523	88,171	5,299	Low
X6	2,014	South America	Blue	Electric	Automatic	2.1	88,545	94,028	4,414	Low
5 Series	2,015	North America	Red	Petrol	Automatic	3.2	195,751	68,185	6,451	Low
i8	2,019	Europe	Silver	Petrol	Automatic	3.2	32,714	71,270	9,105	High
i3	2,023	Europe	Red	Petrol	Automatic	4.2	76,075	59,086	5,625	Low
i3	2,021	Africa	Black	Hybrid	Automatic	4	126,565	89,622	3,963	Low
M5	2,021	Asia	Red	Diesel	Manual	2.2	33,263	97,053	1,609	Low
X5	2,011	South America	White	Petrol	Manual	3.6	51,230	62,423	7,826	High
M5	2,012	Africa	Blue	Petrol	Automatic	1.6	167,172	73,158	6,958	Low
X5	2,012	North America	Grey	Diesel	Manual	2.9	160,233	61,517	4,284	Low
5 Series	2,021	South America	Black	Hybrid	Manual	4.2	41,983	46,811	5,299	Low
X5	2,021	Asia	White	Electric	Automatic	2.9	138,652	77,320	8,034	High
M3	2,024	Africa	Red	Hybrid	Automatic	4.4	190,660	76,285	4,020	Low
i3	2,018	Asia	White	Petrol	Automatic	4.9	98,430	83,870	8,917	High
i3	2,024	Middle East	Silver	Hybrid	Automatic	3.6	198,481	68,132	7,679	High
i8	2,016	Africa	White	Hybrid	Automatic	2	116,828	116,644	3,218	Low

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