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
3 Series	2,024	South America	Blue	Electric	Automatic	1.8	27,450	65,054	2,050	Low
i8	2,021	Middle East	White	Electric	Automatic	4.4	155,696	52,418	5,105	Low
3 Series	2,019	North America	Grey	Petrol	Manual	2.7	164,220	59,171	1,259	Low
X5	2,016	Asia	Black	Electric	Automatic	4.5	184,166	50,991	1,766	Low
i3	2,022	Middle East	Blue	Petrol	Manual	5	182,178	118,359	7,522	High
X6	2,024	Asia	Blue	Hybrid	Manual	2.7	71,812	110,035	9,324	High
i3	2,016	North America	White	Electric	Manual	2	171,780	66,927	8,226	High
X6	2,024	Middle East	Red	Petrol	Manual	2	9,415	87,245	5,318	Low
3 Series	2,017	Asia	Blue	Electric	Manual	4.2	67,776	47,124	6,307	Low
i3	2,010	Europe	Grey	Diesel	Automatic	2	129,729	45,353	7,406	High
X3	2,019	South America	Grey	Diesel	Manual	2.4	176,646	102,568	9,450	High
7 Series	2,022	Europe	Black	Diesel	Manual	2.2	188,430	101,033	2,423	Low
5 Series	2,019	North America	Red	Diesel	Automatic	2.7	115,277	44,476	8,908	High
3 Series	2,017	Middle East	Grey	Hybrid	Manual	1.8	131,020	77,013	438	Low
X3	2,013	Europe	Blue	Hybrid	Manual	4.5	105,387	48,071	210	Low
X3	2,013	North America	Silver	Diesel	Manual	4.5	42,609	94,194	8,943	High
i8	2,013	North America	Blue	Electric	Automatic	2.9	35,513	38,038	5,688	Low
3 Series	2,015	South America	Silver	Electric	Manual	3.6	140,614	96,101	2,196	Low
5 Series	2,016	Middle East	Red	Petrol	Manual	3.7	5,897	56,664	8,239	High
M3	2,015	Middle East	White	Hybrid	Automatic	4.1	161,240	32,881	177	Low
X5	2,010	Africa	Black	Hybrid	Manual	3.3	95,833	37,994	5,110	Low
5 Series	2,021	Africa	White	Hybrid	Automatic	3.3	76,227	39,436	7,705	High
X5	2,017	Europe	Grey	Petrol	Automatic	3.7	79,815	103,539	9,745	High
5 Series	2,022	Africa	Blue	Hybrid	Manual	4	192,676	46,845	4,862	Low
5 Series	2,019	Africa	Red	Electric	Manual	2.7	178,427	76,604	8,056	High
X1	2,024	South America	Red	Diesel	Automatic	2.7	129,575	30,734	2,130	Low
X5	2,020	Asia	Silver	Hybrid	Manual	2.4	14,172	89,676	565	Low
i8	2,022	Asia	Red	Petrol	Automatic	3.4	75,354	108,533	6,345	Low
X1	2,016	Middle East	Red	Hybrid	Automatic	2.8	174,216	111,643	7,537	High
7 Series	2,015	Asia	Blue	Diesel	Automatic	3.4	141,948	46,172	8,403	High
X3	2,015	South America	White	Petrol	Automatic	2.9	101,819	34,806	3,613	Low
X5	2,014	Asia	Grey	Petrol	Automatic	4.4	132,810	35,056	9,832	High
X5	2,015	Africa	Red	Hybrid	Automatic	1.8	172,248	92,774	1,378	Low
M3	2,021	Asia	Blue	Petrol	Automatic	3.5	158,806	107,115	4,202	Low
3 Series	2,018	Middle East	Blue	Diesel	Manual	3.5	123,785	39,424	9,977	High
X6	2,019	Middle East	Red	Electric	Manual	2.8	12,230	50,189	5,503	Low
X1	2,018	Asia	Red	Diesel	Automatic	3	189,260	75,373	2,416	Low
X1	2,024	Asia	Black	Hybrid	Manual	4.3	80,616	50,189	9,868	High
M5	2,019	Asia	Black	Electric	Manual	2.5	173,031	68,032	5,720	Low
3 Series	2,017	North America	White	Hybrid	Manual	4.5	10,736	33,167	8,836	High
X5	2,019	Middle East	White	Petrol	Automatic	4.6	58,039	119,345	9,435	High
i3	2,018	South America	Grey	Electric	Manual	3.8	58,541	88,557	3,272	Low
X6	2,022	Asia	Red	Petrol	Automatic	4.2	135,752	41,756	6,630	Low
5 Series	2,019	Africa	White	Petrol	Manual	3.6	165,717	45,662	559	Low
M5	2,017	Middle East	Silver	Diesel	Manual	3.3	79,988	115,014	6,992	Low
X3	2,017	Europe	Blue	Electric	Automatic	4.9	15,990	57,629	6,362	Low
X5	2,010	Asia	Silver	Hybrid	Manual	2.5	193,850	48,469	2,356	Low
X1	2,019	Middle East	Red	Petrol	Automatic	2	90,428	101,871	5,591	Low
5 Series	2,020	South America	Grey	Diesel	Automatic	2.5	145,902	72,838	7,577	High
i8	2,014	South America	Black	Electric	Manual	3.7	9,651	46,770	6,807	Low
i8	2,013	South America	Black	Hybrid	Manual	2.1	96,520	48,851	9,995	High
M5	2,011	Europe	Silver	Hybrid	Automatic	4.7	163,049	101,117	4,056	Low
X3	2,017	Asia	Red	Petrol	Automatic	2.9	185,279	57,081	864	Low
X1	2,012	Asia	Blue	Electric	Manual	4.5	198,987	109,396	7,399	High
M5	2,013	South America	Black	Electric	Manual	2.4	133,351	110,490	8,245	High
5 Series	2,021	North America	Black	Hybrid	Manual	2.6	56,592	56,995	9,595	High
3 Series	2,016	Middle East	Black	Petrol	Manual	1.7	19,984	114,304	3,719	Low
X6	2,019	North America	Red	Petrol	Manual	2.4	181,554	115,314	7,952	High
X5	2,018	North America	Red	Electric	Automatic	3.2	439	115,287	4,048	Low
X3	2,011	Europe	Red	Electric	Manual	4.8	96,497	105,817	7,901	High
7 Series	2,012	Middle East	Grey	Electric	Manual	2.9	166,512	104,301	537	Low
i8	2,013	North America	Grey	Diesel	Manual	3.7	51,235	67,100	5,975	Low
X5	2,019	Europe	Blue	Hybrid	Manual	3	156,989	85,725	5,686	Low
5 Series	2,010	Middle East	Silver	Hybrid	Manual	1.7	85,009	44,030	7,303	High
i8	2,016	South America	Blue	Hybrid	Manual	3.3	97,780	51,957	630	Low
3 Series	2,011	North America	Blue	Diesel	Automatic	1.7	92,027	101,232	7,416	High
X3	2,014	Europe	White	Petrol	Automatic	4.6	10,806	52,263	6,137	Low
i8	2,024	North America	White	Electric	Manual	4.1	146,043	82,210	7,826	High
i3	2,010	North America	Blue	Hybrid	Manual	2.8	118,185	51,480	4,027	Low
i3	2,012	Asia	Blue	Electric	Manual	3.7	106,495	73,747	3,246	Low
X5	2,021	Middle East	Black	Petrol	Automatic	1.9	173,540	39,681	1,006	Low
3 Series	2,011	Middle East	Red	Diesel	Automatic	4	45,888	119,971	8,128	High
7 Series	2,010	Europe	White	Hybrid	Manual	4.4	118,541	43,507	6,296	Low
i8	2,016	Middle East	Black	Hybrid	Automatic	4.4	20,745	38,900	2,623	Low
5 Series	2,014	South America	White	Petrol	Manual	2.5	199,547	97,826	9,209	High
X6	2,010	South America	Red	Electric	Automatic	2.4	32,488	108,308	6,501	Low
X6	2,015	Asia	White	Electric	Manual	3.3	55,644	69,173	6,230	Low
i8	2,014	Middle East	Red	Diesel	Manual	4.9	23,794	77,105	9,092	High
i3	2,024	North America	Silver	Diesel	Manual	4.7	87,546	118,008	9,981	High
7 Series	2,012	Asia	Black	Diesel	Manual	2.8	161,118	37,447	9,884	High
i8	2,021	North America	White	Diesel	Manual	4.2	139,428	106,085	7,913	High
3 Series	2,016	Europe	White	Hybrid	Manual	4.7	133,280	92,164	9,629	High
i3	2,020	North America	Silver	Petrol	Automatic	2.4	171,110	57,195	9,746	High
i8	2,019	North America	Grey	Hybrid	Automatic	4.4	178,185	50,394	6,810	Low
3 Series	2,018	Middle East	Red	Hybrid	Manual	2.4	21,951	110,003	680	Low
M3	2,023	South America	Red	Diesel	Automatic	2.7	192,697	44,815	5,312	Low
M5	2,022	Europe	Black	Electric	Manual	2.2	105,150	77,797	6,659	Low
X1	2,022	North America	Blue	Diesel	Manual	3.3	171,568	116,253	1,478	Low
5 Series	2,018	Asia	Blue	Hybrid	Manual	4.5	124,408	53,503	2,604	Low
M5	2,023	Asia	Blue	Hybrid	Manual	3.3	47,259	86,672	6,752	Low
3 Series	2,018	Africa	White	Petrol	Manual	1.9	158,774	89,430	6,069	Low
M3	2,011	Middle East	Red	Hybrid	Manual	2.4	125,417	110,368	263	Low
M5	2,012	Europe	Silver	Diesel	Manual	3.5	106,632	85,280	8,641	High
i3	2,016	South America	Blue	Diesel	Manual	3.5	150,474	32,625	4,523	Low
i8	2,014	Asia	Silver	Electric	Automatic	3.5	139,948	83,266	9,317	High
7 Series	2,011	Europe	Silver	Petrol	Manual	1.8	117,146	113,005	2,435	Low
X1	2,012	Europe	Silver	Hybrid	Manual	4.1	91,560	81,538	1,057	Low
5 Series	2,019	Africa	Black	Electric	Manual	4.7	22,649	41,207	1,554	Low
X6	2,015	South America	Black	Electric	Automatic	3.3	175,764	87,264	1,344	Low
X3	2,022	Middle East	Blue	Hybrid	Automatic	4	175,435	107,497	6,851	Low

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