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
M3	2,011	Europe	Red	Diesel	Manual	3.9	168,500	39,608	2,902	Low
i8	2,014	Africa	Black	Petrol	Manual	2.9	95	95,193	1,446	Low
3 Series	2,010	Asia	Blue	Hybrid	Manual	2.8	93,152	79,313	7,653	High
M5	2,017	South America	Red	Hybrid	Manual	2	120,418	98,547	4,893	Low
3 Series	2,014	Middle East	Blue	Electric	Manual	4.1	9,013	34,369	2,831	Low
X6	2,021	North America	Blue	Hybrid	Automatic	3.6	69,240	70,999	2,129	Low
5 Series	2,019	Middle East	Grey	Hybrid	Automatic	1.8	5,689	62,057	9,545	High
X6	2,011	Europe	Blue	Electric	Manual	2.8	76,454	30,655	2,281	Low
X1	2,021	Asia	Blue	Electric	Automatic	4.7	178,522	61,045	6,398	Low
X1	2,018	Middle East	Blue	Diesel	Automatic	3.1	126,520	68,068	6,053	Low
M5	2,011	South America	Black	Petrol	Manual	2.6	79,201	66,829	5,680	Low
7 Series	2,016	Asia	Black	Electric	Automatic	3.8	26,564	52,602	6,352	Low
i8	2,017	Europe	White	Petrol	Automatic	2.2	17,358	101,042	8,570	High
X1	2,023	North America	Grey	Electric	Automatic	3.3	168,544	57,820	8,216	High
X5	2,015	Middle East	White	Electric	Manual	3.8	32,151	85,670	6,838	Low
3 Series	2,023	North America	White	Electric	Manual	4.5	149,682	60,827	9,200	High
7 Series	2,020	South America	White	Diesel	Automatic	3.9	44,118	103,261	6,688	Low
i3	2,016	South America	Grey	Diesel	Manual	2.8	141,949	100,204	7,519	High
i8	2,020	North America	Blue	Diesel	Manual	4.2	138,701	110,263	1,711	Low
M3	2,010	Middle East	Red	Hybrid	Automatic	4.6	90,843	119,054	9,102	High
X3	2,013	North America	Silver	Electric	Automatic	3.2	91,206	114,217	660	Low
i8	2,022	South America	Silver	Petrol	Automatic	1.5	136,006	69,744	475	Low
X6	2,016	North America	Silver	Petrol	Manual	4.6	99,191	47,279	4,984	Low
X6	2,010	Africa	Red	Diesel	Automatic	2.1	186,458	83,886	6,047	Low
X6	2,022	Africa	Black	Hybrid	Automatic	1.9	67,402	65,900	4,517	Low
i8	2,010	Europe	Grey	Diesel	Manual	2.6	177,770	71,476	2,473	Low
i8	2,020	South America	Silver	Diesel	Automatic	2.8	15,546	81,439	1,467	Low
7 Series	2,015	Europe	Grey	Petrol	Manual	4.3	156,171	52,703	7,650	High
X1	2,013	Middle East	Black	Hybrid	Automatic	2.9	16,474	96,826	2,936	Low
i8	2,012	North America	Red	Hybrid	Automatic	1.7	36,019	89,627	4,405	Low
X6	2,021	North America	Silver	Diesel	Automatic	3.7	93,063	32,521	1,844	Low
3 Series	2,024	North America	Red	Hybrid	Manual	3.8	112,544	105,039	8,662	High
3 Series	2,014	North America	Red	Electric	Manual	4.3	19,044	99,044	3,989	Low
X5	2,018	North America	Red	Petrol	Automatic	2.9	199,593	42,009	3,610	Low
5 Series	2,019	Africa	Silver	Diesel	Automatic	1.8	102,081	44,904	1,239	Low
5 Series	2,019	Europe	Black	Hybrid	Manual	3.4	104,181	62,183	2,615	Low
M5	2,021	Middle East	Black	Petrol	Manual	1.9	130,371	119,551	7,114	High
3 Series	2,023	North America	Blue	Electric	Manual	1.6	64,802	100,507	6,302	Low
i8	2,023	Asia	Black	Hybrid	Automatic	4.2	166,916	100,359	2,528	Low
M3	2,021	South America	White	Diesel	Manual	2.9	158,727	111,756	3,479	Low
M3	2,020	Europe	Silver	Petrol	Automatic	3.3	192,061	53,911	574	Low
X1	2,019	Europe	White	Diesel	Manual	3.8	69,602	45,167	1,905	Low
3 Series	2,012	North America	Black	Electric	Automatic	2.9	62,514	109,378	134	Low
7 Series	2,014	Middle East	Grey	Hybrid	Automatic	1.7	17,441	48,371	5,343	Low
i3	2,019	Middle East	Grey	Electric	Manual	2.4	84,008	50,702	5,112	Low
X6	2,014	Asia	Blue	Hybrid	Manual	2.2	117,011	64,368	2,866	Low
X6	2,018	North America	Grey	Petrol	Manual	4.9	105,041	84,066	5,726	Low
M3	2,020	Asia	Grey	Hybrid	Manual	4.1	118,374	105,856	9,378	High
X5	2,021	Asia	Black	Electric	Automatic	3.1	38,042	54,129	5,201	Low
5 Series	2,019	Africa	Black	Petrol	Manual	1.7	138,103	54,031	2,647	Low
i3	2,020	North America	White	Diesel	Manual	1.9	81,992	66,966	5,992	Low
3 Series	2,013	South America	Silver	Hybrid	Manual	4.3	166,483	53,751	4,283	Low
X6	2,010	Europe	Silver	Diesel	Automatic	4.8	193,222	115,240	3,994	Low
i3	2,019	South America	Blue	Petrol	Manual	1.6	93,384	67,297	3,497	Low
i8	2,014	Asia	Black	Electric	Automatic	4.7	186,630	99,481	5,397	Low
M3	2,010	Europe	Grey	Hybrid	Automatic	2.8	182,932	57,960	209	Low
X5	2,015	Middle East	Blue	Hybrid	Manual	2.2	145,964	35,230	4,343	Low
3 Series	2,021	Africa	Red	Hybrid	Manual	1.9	101,241	54,505	5,847	Low
3 Series	2,019	Europe	Grey	Electric	Automatic	4.2	89,693	97,240	138	Low
7 Series	2,019	North America	Red	Diesel	Manual	3.1	127,693	74,060	3,423	Low
X5	2,024	Africa	Silver	Diesel	Manual	4.4	90,080	74,226	8,858	High
i8	2,016	South America	Silver	Electric	Manual	2.3	148,634	110,705	6,625	Low
M3	2,010	South America	Blue	Electric	Manual	3.9	35,788	74,383	9,920	High
X1	2,019	Asia	Black	Hybrid	Automatic	1.9	4,060	87,998	8,444	High
M3	2,013	Europe	White	Hybrid	Manual	1.8	123,647	51,480	8,733	High
X3	2,018	Asia	Blue	Petrol	Automatic	2	32,198	111,428	7,897	High
M5	2,022	Europe	Blue	Electric	Manual	4.3	95,244	52,140	5,367	Low
3 Series	2,010	South America	Blue	Petrol	Manual	3.8	103,028	66,532	5,729	Low
M3	2,018	Europe	White	Hybrid	Automatic	2.1	168,190	57,468	2,379	Low
X5	2,017	Middle East	Grey	Petrol	Automatic	2.8	99,278	52,549	3,547	Low
7 Series	2,014	Europe	White	Electric	Manual	4.2	47,506	45,646	2,812	Low
X3	2,015	Europe	Black	Petrol	Automatic	2.5	71,865	81,020	4,994	Low
X1	2,016	Africa	White	Diesel	Manual	4.7	164,752	113,605	9,741	High
X3	2,013	South America	Red	Electric	Automatic	4.7	137	73,835	4,531	Low
7 Series	2,023	Europe	White	Hybrid	Manual	3.4	58,328	91,342	4,262	Low
5 Series	2,023	Middle East	Silver	Petrol	Manual	3.7	174,378	119,617	8,875	High
X5	2,015	Africa	White	Electric	Manual	3.8	6,194	39,247	5,772	Low
M5	2,016	Europe	Grey	Hybrid	Automatic	2.4	47,537	66,843	9,761	High
7 Series	2,020	South America	Blue	Hybrid	Manual	2.8	159,232	38,100	9,295	High
M5	2,024	Asia	Black	Hybrid	Automatic	2	87,382	88,258	9,725	High
i3	2,015	South America	Blue	Electric	Automatic	4.7	25,790	95,145	3,890	Low
X6	2,020	North America	Red	Hybrid	Automatic	4	132,978	108,213	2,338	Low
X1	2,022	Europe	Blue	Electric	Manual	1.7	107,215	82,377	199	Low
5 Series	2,024	Europe	Silver	Electric	Automatic	3.4	80,181	114,475	7,377	High
M3	2,021	Middle East	Blue	Electric	Automatic	2.7	11,874	117,558	9,273	High
M3	2,015	Middle East	Grey	Diesel	Automatic	4.4	190,861	76,832	9,129	High
X5	2,011	Europe	Red	Hybrid	Automatic	2.7	198,142	92,211	2,815	Low
X5	2,014	Middle East	White	Diesel	Automatic	3.8	26,805	75,950	3,624	Low
M3	2,012	Asia	Silver	Petrol	Manual	2.1	197,763	101,741	3,251	Low
i3	2,016	Europe	Grey	Electric	Manual	3.5	197,054	80,524	8,726	High
i8	2,013	Africa	Grey	Diesel	Automatic	2.5	137,492	111,129	6,198	Low
X1	2,010	Asia	White	Hybrid	Manual	2.1	43,904	41,968	5,713	Low
3 Series	2,021	Middle East	Black	Hybrid	Manual	3.7	49,723	111,940	6,476	Low
i3	2,021	North America	Black	Hybrid	Manual	3.7	85,014	62,782	8,350	High
7 Series	2,015	North America	Blue	Diesel	Manual	4.9	186,895	38,841	4,266	Low
M5	2,015	North America	Blue	Diesel	Automatic	3.8	162,408	69,661	5,828	Low
M3	2,016	Africa	White	Diesel	Manual	3.3	56,437	116,544	1,397	Low
5 Series	2,024	South America	White	Hybrid	Automatic	4.7	24,652	98,952	4,242	Low
i8	2,020	Africa	Red	Hybrid	Manual	4.4	41,548	36,685	6,864	Low
i3	2,017	Europe	Red	Diesel	Automatic	3.4	85,581	98,818	9,639	High

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