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
i3	2,016	North America	Grey	Hybrid	Manual	3.3	103,034	69,940	5,190	Low
X6	2,021	Middle East	Red	Diesel	Manual	3.2	1,308	76,324	4,176	Low
7 Series	2,020	South America	Red	Petrol	Manual	1.8	123,173	88,696	1,752	Low
7 Series	2,022	Middle East	Red	Petrol	Automatic	4.3	45,060	33,948	9,618	High
3 Series	2,023	South America	Grey	Diesel	Automatic	2.5	28,371	41,392	2,237	Low
X5	2,014	Asia	Black	Petrol	Manual	3.8	25,626	37,869	8,645	High
7 Series	2,015	North America	Silver	Electric	Automatic	1.9	118,334	80,603	2,267	Low
X6	2,023	Africa	Red	Electric	Automatic	4.5	90,460	73,996	9,274	High
7 Series	2,016	Middle East	Silver	Diesel	Automatic	4.1	12,555	50,676	5,476	Low
7 Series	2,024	Europe	White	Electric	Manual	2.9	123,322	70,015	6,072	Low
7 Series	2,022	South America	Black	Hybrid	Manual	3.7	185,145	60,541	4,235	Low
X6	2,019	North America	Blue	Hybrid	Automatic	2.2	69,925	115,799	929	Low
i8	2,021	Europe	Grey	Electric	Automatic	4.9	60,192	113,058	8,880	High
X1	2,016	Middle East	Grey	Petrol	Manual	4.3	177,058	108,239	6,073	Low
M5	2,016	Middle East	Black	Diesel	Manual	4.3	93,366	43,574	3,011	Low
X6	2,016	Europe	Black	Electric	Automatic	2	102,142	108,758	7,392	High
X6	2,020	Africa	Blue	Electric	Automatic	1.6	3,130	99,774	1,235	Low
X6	2,022	Middle East	White	Hybrid	Manual	3.5	18,223	41,511	9,548	High
M5	2,022	South America	Blue	Hybrid	Manual	2	178,016	55,995	9,583	High
7 Series	2,016	North America	Blue	Petrol	Manual	4.2	100,716	115,217	8,980	High
7 Series	2,012	Middle East	Grey	Diesel	Automatic	3	1,206	46,343	1,820	Low
X3	2,024	Africa	Blue	Hybrid	Automatic	2.7	54,110	44,134	1,867	Low
X6	2,021	Africa	White	Hybrid	Automatic	1.8	140,523	114,404	3,611	Low
M3	2,012	Europe	Blue	Electric	Manual	5	97,688	114,948	4,057	Low
5 Series	2,016	North America	Silver	Petrol	Manual	4.8	60,791	111,338	5,760	Low
M3	2,023	Asia	Red	Hybrid	Automatic	2	51,969	56,664	8,635	High
M3	2,011	Europe	Black	Diesel	Manual	2.7	175,697	117,679	6,898	Low
5 Series	2,023	Middle East	Silver	Diesel	Manual	2.9	159,784	63,499	3,825	Low
X3	2,011	Europe	Red	Hybrid	Manual	2.5	124,505	34,482	974	Low
X5	2,012	Middle East	White	Electric	Automatic	4.8	97,741	87,511	3,173	Low
i8	2,023	Asia	Silver	Diesel	Automatic	4	168,774	85,178	9,027	High
X1	2,013	Europe	Silver	Hybrid	Automatic	4.8	156,203	73,219	9,795	High
X1	2,015	Africa	Grey	Diesel	Manual	4.6	128,089	71,029	2,483	Low
7 Series	2,022	South America	Red	Petrol	Manual	4.1	30,394	51,307	9,057	High
M5	2,017	South America	Black	Hybrid	Automatic	3.9	70,695	34,853	2,523	Low
M5	2,019	Africa	Black	Petrol	Automatic	4.5	171,067	82,394	8,888	High
M5	2,019	South America	Red	Hybrid	Automatic	3.9	157,178	103,062	4,006	Low
X5	2,016	South America	Blue	Diesel	Manual	2.2	78,990	59,736	8,533	High
7 Series	2,013	Europe	White	Diesel	Automatic	3.8	198,715	60,871	5,908	Low
M5	2,011	North America	Grey	Electric	Manual	3.3	33,908	34,408	995	Low
3 Series	2,011	Middle East	Blue	Diesel	Manual	4.9	3,137	88,870	5,719	Low
5 Series	2,024	South America	White	Electric	Automatic	3.3	178,086	67,485	9,517	High
i8	2,013	South America	Black	Electric	Automatic	1.6	20,014	68,109	9,374	High
3 Series	2,015	Africa	Black	Diesel	Manual	2.4	168,031	34,970	3,599	Low
5 Series	2,012	Africa	Red	Electric	Automatic	4.7	5,484	39,001	3,361	Low
M5	2,015	Europe	Blue	Petrol	Automatic	4.9	146,022	109,232	8,420	High
i8	2,014	North America	Grey	Hybrid	Automatic	4	139,028	57,865	3,494	Low
X5	2,014	Europe	Blue	Electric	Automatic	1.7	66,025	87,427	3,340	Low
i3	2,011	Asia	Grey	Electric	Manual	1.6	114,957	88,832	5,647	Low
i3	2,017	North America	Grey	Hybrid	Automatic	3.2	94,798	78,847	9,277	High
7 Series	2,014	Middle East	Silver	Diesel	Automatic	5	89,749	32,527	9,897	High
i8	2,020	Europe	Red	Electric	Manual	4.5	29,511	116,779	1,453	Low
7 Series	2,011	Europe	Red	Electric	Automatic	4.8	165,961	77,770	4,826	Low
X3	2,016	North America	White	Electric	Manual	3.7	17,295	85,957	2,286	Low
i8	2,022	Europe	Black	Diesel	Manual	4.5	158,464	69,408	2,652	Low
5 Series	2,024	North America	Red	Hybrid	Manual	2.6	9,162	105,775	1,603	Low
X3	2,018	Middle East	Red	Hybrid	Automatic	1.6	117,703	48,862	4,639	Low
7 Series	2,018	Europe	Black	Hybrid	Manual	4.7	170,885	86,788	9,663	High
X5	2,010	Europe	White	Diesel	Manual	2.3	95,690	37,844	6,818	Low
5 Series	2,016	North America	Silver	Petrol	Manual	4	52,105	45,081	5,500	Low
i3	2,018	Europe	Black	Petrol	Manual	3.8	85,082	49,369	6,619	Low
X6	2,015	South America	Black	Hybrid	Automatic	2.1	149,116	84,808	1,683	Low
X1	2,010	Asia	Black	Petrol	Manual	2.2	33,232	87,602	8,752	High
X1	2,011	North America	Silver	Hybrid	Automatic	2.7	121,010	44,850	3,344	Low
M3	2,013	North America	Grey	Diesel	Manual	4.1	84,689	78,760	2,252	Low
i3	2,023	Africa	Red	Hybrid	Manual	1.6	159,530	97,267	9,710	High
M5	2,013	South America	White	Hybrid	Manual	2.9	122,537	110,373	5,402	Low
M3	2,011	Asia	Black	Petrol	Manual	3.8	84,482	75,356	9,469	High
3 Series	2,017	North America	Blue	Hybrid	Automatic	2.1	148,688	91,161	6,635	Low
5 Series	2,011	Asia	Black	Diesel	Automatic	1.9	108,654	86,954	1,767	Low
X3	2,012	Middle East	Silver	Electric	Automatic	2.9	177,855	119,211	6,914	Low
X5	2,023	Asia	Blue	Diesel	Automatic	2.5	22,965	66,900	6,682	Low
X3	2,013	Middle East	Grey	Diesel	Manual	3.8	120,974	109,393	4,241	Low
M3	2,018	Africa	Black	Hybrid	Manual	4.9	103,439	87,336	4,831	Low
3 Series	2,019	Middle East	Blue	Diesel	Automatic	1.5	181,171	90,859	6,366	Low
X3	2,010	Europe	White	Electric	Automatic	4.7	169,389	75,001	2,792	Low
X3	2,017	Africa	White	Electric	Manual	3	158,691	92,680	9,897	High
7 Series	2,021	North America	White	Petrol	Automatic	3.8	157,587	92,792	7,540	High
i3	2,024	Africa	White	Petrol	Automatic	4.5	185,461	33,838	7,804	High
5 Series	2,023	North America	Grey	Petrol	Manual	3.5	145,922	34,574	4,779	Low
M3	2,014	Asia	Red	Electric	Manual	1.8	74,993	61,772	7,338	High
X6	2,016	Europe	Blue	Petrol	Manual	2	162,973	89,163	5,316	Low
7 Series	2,017	North America	White	Hybrid	Automatic	4.3	165,803	55,343	2,589	Low
X5	2,024	South America	Black	Electric	Manual	2.3	154,940	101,815	3,359	Low
X1	2,014	Middle East	Silver	Petrol	Automatic	3.5	127,944	87,126	4,143	Low
3 Series	2,017	South America	Red	Diesel	Manual	3	186,195	92,506	2,909	Low
3 Series	2,019	South America	Blue	Petrol	Manual	2.6	10,955	89,428	1,003	Low
X3	2,020	Asia	Black	Hybrid	Automatic	4.3	37,058	103,242	412	Low
i3	2,017	South America	Black	Electric	Automatic	4.1	27,290	40,420	9,375	High
5 Series	2,018	Middle East	Silver	Electric	Automatic	3.8	136,721	70,776	1,308	Low
7 Series	2,011	Asia	Blue	Hybrid	Automatic	2.8	157,549	61,308	3,843	Low
3 Series	2,012	Africa	Silver	Hybrid	Manual	2.3	20,272	82,926	4,415	Low
i3	2,010	Europe	Black	Petrol	Manual	3.3	199,073	46,936	6,143	Low
i3	2,013	Europe	Black	Electric	Automatic	4.4	165,299	32,195	6,391	Low
X1	2,024	Africa	Blue	Electric	Automatic	3.5	105,290	45,247	8,719	High
5 Series	2,024	South America	Silver	Hybrid	Manual	4.9	158,803	108,025	9,323	High
X3	2,014	Middle East	Grey	Petrol	Automatic	1.6	128,070	91,592	5,314	Low
X1	2,020	Africa	Red	Petrol	Manual	5	171,949	86,386	2,716	Low
X1	2,010	North America	Grey	Petrol	Manual	3.9	147,965	109,822	4,777	Low
X3	2,017	Middle East	Silver	Diesel	Automatic	4.4	149,458	112,160	9,835	High

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