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
X5	2,018	South America	Black	Diesel	Automatic	4.4	107,997	64,441	7,881	High
M5	2,011	Africa	Blue	Electric	Automatic	4	80,194	35,933	5,766	Low
5 Series	2,018	Africa	Black	Petrol	Automatic	2.7	77,674	109,174	3,944	Low
i8	2,021	Middle East	Silver	Diesel	Manual	4.4	107,998	90,413	2,088	Low
X6	2,024	Middle East	Blue	Hybrid	Automatic	3.2	22,196	79,674	3,021	Low
5 Series	2,020	Middle East	Red	Electric	Manual	2.1	151,049	76,074	9,900	High
3 Series	2,019	Europe	Silver	Electric	Manual	1.8	169,010	119,494	9,617	High
M5	2,018	Europe	Black	Electric	Manual	3.9	177,823	55,212	1,022	Low
X1	2,022	Africa	Grey	Electric	Manual	4.5	167,104	84,047	1,939	Low
X1	2,019	North America	Black	Electric	Automatic	4.3	199,367	66,568	4,048	Low
7 Series	2,024	North America	Red	Diesel	Manual	3.8	65,638	91,553	8,540	High
5 Series	2,019	Middle East	Silver	Petrol	Automatic	2	34,441	43,250	7,229	High
X5	2,016	Africa	Grey	Petrol	Manual	1.8	116,567	78,859	5,280	Low
i8	2,010	Middle East	Blue	Diesel	Manual	2.7	124,139	33,208	5,779	Low
X6	2,016	Middle East	Black	Diesel	Automatic	4.5	106,834	42,547	5,479	Low
X1	2,019	Middle East	Black	Electric	Manual	4.9	76,989	41,313	2,121	Low
i8	2,014	North America	Silver	Petrol	Manual	2.3	76,916	53,492	2,821	Low
M3	2,015	Africa	White	Diesel	Automatic	4.2	166,856	81,214	4,136	Low
i8	2,019	Asia	Blue	Petrol	Manual	3.5	160,565	64,234	7,239	High
M5	2,016	Asia	Red	Diesel	Manual	1.6	21,471	109,729	8,388	High
M5	2,023	Middle East	Blue	Hybrid	Manual	3.4	24,274	70,979	1,582	Low
i3	2,024	Middle East	Grey	Hybrid	Manual	4.3	108,454	100,339	4,085	Low
i3	2,014	Asia	Blue	Diesel	Manual	2.5	5,916	41,115	5,338	Low
i3	2,016	Africa	Black	Diesel	Manual	4.6	89,359	30,995	6,986	Low
X6	2,018	North America	Black	Petrol	Automatic	2.3	167,142	52,490	1,741	Low
X1	2,012	Europe	White	Electric	Automatic	1.8	133,035	85,861	2,217	Low
X6	2,017	Asia	Blue	Petrol	Automatic	2.1	3,522	73,772	7,379	High
i3	2,011	Middle East	Black	Petrol	Manual	4.4	190,148	95,288	2,278	Low
7 Series	2,020	Europe	Red	Petrol	Automatic	3	126,405	82,763	8,213	High
X3	2,016	Middle East	Grey	Diesel	Manual	4.3	87,824	72,758	8,476	High
X6	2,022	South America	White	Diesel	Manual	3.4	48,848	58,719	2,872	Low
5 Series	2,011	South America	Blue	Diesel	Automatic	3.2	32,739	91,454	4,752	Low
X6	2,024	South America	Blue	Diesel	Manual	4.3	185,897	62,784	4,267	Low
i8	2,023	North America	Red	Petrol	Automatic	3	97,782	105,442	1,568	Low
5 Series	2,013	Africa	Grey	Electric	Automatic	4.3	43,303	113,272	3,375	Low
X6	2,016	Africa	Silver	Hybrid	Automatic	1.9	37,861	86,545	2,829	Low
X6	2,012	South America	Blue	Hybrid	Manual	3.7	89,006	72,469	6,355	Low
5 Series	2,011	South America	Grey	Petrol	Manual	4	126,614	99,031	649	Low
M3	2,020	South America	Black	Electric	Automatic	4.6	161,851	91,250	8,066	High
M5	2,019	Middle East	Silver	Petrol	Automatic	2.3	104,459	76,957	9,507	High
7 Series	2,016	Middle East	White	Hybrid	Automatic	3.6	70,229	54,197	7,940	High
i8	2,010	Europe	Black	Diesel	Automatic	3	125,917	91,594	2,115	Low
X3	2,023	South America	Black	Diesel	Manual	2.8	149,108	37,784	1,982	Low
X3	2,024	Middle East	Grey	Electric	Manual	1.9	27,705	49,525	1,781	Low
M3	2,017	North America	Red	Hybrid	Automatic	2	43,797	67,596	9,127	High
X3	2,012	Europe	Silver	Hybrid	Manual	4.4	81,291	102,431	2,403	Low
M3	2,021	Middle East	Blue	Electric	Automatic	4.1	199,011	98,013	3,024	Low
5 Series	2,021	Africa	Grey	Petrol	Manual	2.8	86,491	97,628	6,935	Low
3 Series	2,022	Africa	Red	Electric	Manual	4.4	194,390	107,567	3,932	Low
X6	2,011	South America	Silver	Electric	Manual	1.8	76,567	77,383	7,381	High
i3	2,012	South America	Grey	Electric	Automatic	3.7	155,611	74,991	4,946	Low
3 Series	2,014	North America	Grey	Hybrid	Manual	4.5	172,563	31,969	1,421	Low
X6	2,020	Africa	White	Diesel	Automatic	4.4	61,126	72,548	3,502	Low
M5	2,017	Asia	Black	Petrol	Automatic	2.8	148,834	112,322	9,334	High
3 Series	2,019	Africa	Black	Hybrid	Automatic	4.1	27,682	99,866	626	Low
7 Series	2,016	South America	Grey	Petrol	Automatic	3	18,532	110,570	8,708	High
M3	2,016	Africa	White	Electric	Manual	4.4	156,133	107,093	7,712	High
X6	2,021	Middle East	Silver	Petrol	Automatic	3.4	113,817	83,627	2,828	Low
X3	2,016	Africa	Silver	Petrol	Manual	4.2	150,568	115,908	3,779	Low
5 Series	2,024	Africa	White	Petrol	Manual	1.8	183,817	40,276	3,866	Low
3 Series	2,017	Africa	Silver	Petrol	Automatic	3.6	9,841	49,246	7,524	High
M3	2,010	Europe	Silver	Electric	Manual	3.4	61,830	52,525	5,596	Low
X5	2,013	Europe	White	Electric	Automatic	3.6	51,241	68,686	9,009	High
3 Series	2,022	South America	Blue	Hybrid	Automatic	3.9	198,096	101,146	1,972	Low
7 Series	2,015	Africa	Silver	Electric	Manual	4.7	20,478	83,218	3,005	Low
X3	2,018	North America	Grey	Hybrid	Automatic	4.2	167,494	89,272	1,705	Low
X1	2,022	Europe	Grey	Hybrid	Automatic	2.3	144,493	117,470	4,586	Low
i3	2,011	Asia	Silver	Hybrid	Automatic	4.4	83,562	101,612	2,844	Low
3 Series	2,010	South America	Grey	Diesel	Automatic	1.9	43,079	59,320	2,996	Low
X1	2,022	Asia	Silver	Petrol	Manual	3.7	34,528	81,358	2,517	Low
X6	2,019	Asia	Silver	Diesel	Automatic	4.6	76,421	71,812	9,925	High
i3	2,021	North America	Grey	Diesel	Automatic	1.9	32,813	108,119	4,444	Low
X1	2,023	Middle East	Grey	Electric	Manual	4.5	116,100	48,534	7,252	High
i8	2,011	Africa	Blue	Petrol	Automatic	4.3	108,111	82,019	5,969	Low
X6	2,016	Asia	Red	Electric	Manual	3.3	61,356	113,700	8,460	High
i3	2,012	South America	Black	Hybrid	Manual	2.6	194,671	94,809	8,414	High
7 Series	2,019	Middle East	Silver	Hybrid	Automatic	2.9	167,181	80,146	5,149	Low
i3	2,011	Middle East	Black	Diesel	Manual	4.9	106,529	58,245	4,488	Low
i8	2,023	Europe	Red	Hybrid	Automatic	2.2	19,383	91,119	5,246	Low
M3	2,020	Europe	White	Electric	Automatic	3.5	30,265	78,330	7,397	High
3 Series	2,016	South America	Silver	Petrol	Automatic	1.8	192,305	102,998	492	Low
X3	2,022	Middle East	Blue	Hybrid	Automatic	2.3	10,209	44,099	3,592	Low
X5	2,022	Europe	White	Petrol	Manual	4.2	153,816	113,580	473	Low
X5	2,011	Asia	Blue	Electric	Manual	2.6	162,408	44,595	7,636	High
M3	2,012	Africa	Silver	Electric	Automatic	5	34,686	64,989	5,543	Low
M5	2,020	Asia	White	Electric	Manual	3.3	192,915	34,043	1,922	Low
7 Series	2,016	South America	Silver	Petrol	Manual	3.3	33,036	117,472	2,872	Low
X6	2,023	Asia	Silver	Petrol	Manual	1.6	55,529	99,125	6,043	Low
5 Series	2,013	Asia	Blue	Electric	Automatic	4.8	188,385	99,615	9,266	High
3 Series	2,022	Asia	Red	Hybrid	Manual	2.1	89,684	101,154	882	Low
X5	2,023	South America	Black	Electric	Manual	3.4	199,516	74,516	6,453	Low
X3	2,010	Africa	White	Hybrid	Automatic	2.9	130,546	69,542	9,207	High
5 Series	2,022	South America	Silver	Electric	Manual	3	105,063	82,757	9,059	High
X5	2,023	Middle East	Silver	Diesel	Automatic	3.8	127,198	69,158	2,452	Low
i3	2,014	Middle East	Grey	Electric	Automatic	3.8	99,372	46,088	3,963	Low
X1	2,021	North America	Silver	Diesel	Automatic	2	17,861	83,621	440	Low
X1	2,018	Europe	Black	Diesel	Automatic	3.2	63,144	90,348	5,873	Low
3 Series	2,017	Middle East	Red	Hybrid	Manual	4.3	186,625	96,847	5,333	Low
X1	2,021	South America	Red	Electric	Automatic	3.1	95,110	86,243	4,773	Low
X1	2,024	South America	White	Electric	Manual	2.1	119,947	39,804	9,794	High

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