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
i8	2,013	Africa	Black	Petrol	Automatic	2.7	175,926	56,793	7,315	High
M3	2,011	South America	Black	Hybrid	Manual	3.8	47,944	71,150	4,327	Low
i8	2,020	Asia	Silver	Electric	Manual	2.4	18,930	57,504	4,196	Low
i3	2,022	Asia	Silver	Petrol	Automatic	3	34,322	113,759	9,588	High
i3	2,014	Asia	Grey	Hybrid	Automatic	4.8	176,166	106,074	3,230	Low
7 Series	2,013	North America	White	Diesel	Manual	3.4	9,352	75,188	9,007	High
3 Series	2,015	Africa	White	Petrol	Automatic	3.4	91,994	97,192	908	Low
7 Series	2,023	South America	Grey	Hybrid	Automatic	2.9	76,017	64,063	2,009	Low
X6	2,024	North America	Blue	Petrol	Automatic	3.4	194,902	80,622	9,448	High
X1	2,016	South America	Grey	Hybrid	Manual	4.9	70,646	109,665	5,161	Low
i3	2,021	Middle East	Blue	Electric	Manual	2.4	33,704	88,687	7,061	High
X1	2,011	South America	White	Electric	Manual	4.8	76,935	96,400	7,318	High
X1	2,011	Middle East	Black	Diesel	Automatic	2	37,068	82,740	6,440	Low
M3	2,017	Europe	Silver	Electric	Automatic	1.9	76,086	96,122	2,018	Low
5 Series	2,022	Africa	Black	Electric	Automatic	3.8	25,491	57,583	7,042	High
M5	2,022	Asia	Blue	Electric	Manual	2.4	31,128	59,058	2,833	Low
X6	2,018	Middle East	Red	Diesel	Automatic	3.1	63,247	35,209	1,642	Low
M3	2,014	Asia	Red	Electric	Automatic	4.1	124,159	83,977	1,342	Low
X6	2,016	Middle East	Grey	Diesel	Manual	3.4	166,442	45,911	2,165	Low
7 Series	2,022	North America	Grey	Diesel	Manual	1.5	140,795	79,399	7,631	High
3 Series	2,021	Africa	Grey	Diesel	Automatic	2.6	185,914	58,606	521	Low
X6	2,018	South America	Red	Diesel	Manual	1.7	62,024	55,448	9,883	High
i8	2,023	Europe	White	Hybrid	Manual	4.7	174,754	49,479	2,975	Low
i3	2,010	Middle East	White	Electric	Manual	4.3	135,049	35,637	8,240	High
M5	2,017	North America	Silver	Electric	Automatic	4.9	194,914	111,073	3,651	Low
X3	2,019	South America	Grey	Hybrid	Manual	4.6	51,197	48,117	3,122	Low
X1	2,019	Asia	Red	Electric	Automatic	3.2	42,980	41,160	3,401	Low
X6	2,018	Africa	White	Hybrid	Automatic	4.6	197,748	45,644	5,198	Low
X3	2,018	Middle East	Black	Electric	Automatic	3.9	55,442	98,028	3,036	Low
X5	2,019	Africa	Silver	Electric	Automatic	3.3	60,172	67,418	3,533	Low
X3	2,016	Africa	Blue	Electric	Automatic	2.8	160,227	107,659	5,096	Low
M5	2,021	North America	Black	Diesel	Manual	3.9	59,096	58,057	7,075	High
7 Series	2,021	Middle East	Silver	Petrol	Manual	3.6	79,440	78,613	2,520	Low
3 Series	2,021	Africa	White	Diesel	Automatic	3.6	190,113	39,467	3,090	Low
3 Series	2,021	Middle East	Silver	Petrol	Automatic	2.9	62,332	104,949	4,044	Low
X3	2,019	South America	Black	Petrol	Automatic	4.1	186,070	87,101	2,239	Low
X6	2,024	North America	Black	Hybrid	Automatic	1.8	169,469	118,768	4,830	Low
X3	2,012	Middle East	Silver	Hybrid	Automatic	4	173,378	116,171	2,664	Low
3 Series	2,022	Asia	Silver	Electric	Automatic	4.1	51,977	91,937	2,559	Low
i3	2,022	Europe	Red	Petrol	Manual	3.3	28,831	42,125	4,951	Low
M3	2,014	Africa	Silver	Petrol	Automatic	2.4	67,449	70,052	4,299	Low
M5	2,022	Europe	Blue	Diesel	Manual	3.3	172,285	102,779	312	Low
M5	2,011	Europe	Red	Diesel	Automatic	1.9	139,916	33,429	3,794	Low
7 Series	2,020	Asia	White	Petrol	Automatic	2.5	125,194	91,592	293	Low
i8	2,019	North America	Black	Electric	Automatic	3	168,828	78,540	6,663	Low
X5	2,012	Europe	Black	Hybrid	Automatic	3.9	44,046	49,201	6,535	Low
3 Series	2,019	Asia	Red	Hybrid	Automatic	2.2	56,278	98,344	578	Low
7 Series	2,016	South America	Red	Diesel	Automatic	2.1	129,362	38,882	5,320	Low
X5	2,010	South America	Blue	Petrol	Manual	3.6	98,043	61,653	813	Low
i3	2,012	South America	Red	Electric	Manual	3.9	2,096	106,398	593	Low
i3	2,014	Middle East	Blue	Hybrid	Automatic	1.8	70,557	42,015	7,251	High
X3	2,020	Africa	White	Electric	Manual	1.6	20,405	92,997	4,445	Low
X6	2,023	Africa	Blue	Diesel	Manual	2	112,480	119,393	6,568	Low
3 Series	2,013	Africa	Red	Hybrid	Automatic	4.7	105,298	34,604	7,149	High
M3	2,012	Asia	Grey	Hybrid	Manual	3.9	137,630	85,029	4,426	Low
i8	2,015	Europe	Blue	Electric	Automatic	4.7	50,967	70,130	478	Low
i3	2,021	Europe	Grey	Electric	Automatic	3.8	69,461	31,679	3,095	Low
5 Series	2,015	Middle East	Silver	Electric	Manual	4.9	26,534	102,532	9,679	High
X3	2,013	South America	Blue	Hybrid	Manual	3	168,540	41,892	6,026	Low
X5	2,018	North America	Blue	Electric	Manual	3.6	112,161	95,302	6,904	Low
3 Series	2,020	Africa	Silver	Petrol	Automatic	3.6	143,420	80,247	2,387	Low
5 Series	2,015	Asia	Black	Hybrid	Manual	1.5	143,619	66,670	2,233	Low
X3	2,024	North America	White	Electric	Manual	1.6	2,925	117,661	1,962	Low
5 Series	2,018	Europe	White	Diesel	Automatic	2	95,899	108,203	1,824	Low
X5	2,022	North America	Red	Petrol	Automatic	3.3	70,565	37,519	4,086	Low
i8	2,020	Europe	Silver	Hybrid	Automatic	3	41,603	51,876	4,988	Low
X3	2,019	North America	White	Hybrid	Manual	3.4	84,623	30,269	4,944	Low
X1	2,019	Middle East	Blue	Diesel	Manual	4.3	18,345	93,482	4,692	Low
M3	2,011	Asia	Silver	Diesel	Automatic	4.4	113,834	113,936	8,304	High
X3	2,024	Africa	Blue	Diesel	Automatic	4.9	22,251	59,463	7,259	High
5 Series	2,015	Asia	Blue	Hybrid	Manual	3.5	6,463	96,241	1,738	Low
M3	2,023	Asia	Black	Electric	Manual	2.7	739	59,842	6,192	Low
i3	2,013	North America	Red	Petrol	Automatic	2.6	1,903	93,084	3,949	Low
i8	2,011	North America	Red	Petrol	Automatic	2.7	129,566	68,798	7,926	High
X5	2,014	Asia	Silver	Electric	Manual	2.6	102,408	85,401	4,728	Low
X6	2,023	North America	Blue	Diesel	Manual	2.9	153,059	66,318	8,872	High
M5	2,024	North America	Black	Electric	Manual	1.8	185,283	108,676	2,977	Low
i3	2,012	Africa	Grey	Hybrid	Manual	3.7	102,354	75,427	3,289	Low
7 Series	2,015	South America	Black	Diesel	Manual	3.5	18,209	106,940	6,151	Low
7 Series	2,020	North America	Red	Diesel	Automatic	3.1	7,562	104,100	6,470	Low
i3	2,024	Europe	White	Petrol	Automatic	1.8	125,090	42,641	4,074	Low
X3	2,023	Africa	Grey	Petrol	Automatic	1.8	92,315	37,343	4,239	Low
X6	2,017	Asia	White	Hybrid	Automatic	3.4	128,138	95,901	1,154	Low
3 Series	2,013	Middle East	White	Diesel	Manual	1.6	101,669	92,349	8,941	High
X5	2,021	North America	Grey	Electric	Manual	4	148,878	102,306	9,295	High
7 Series	2,013	Africa	White	Electric	Manual	5	32,700	76,349	3,052	Low
X1	2,014	Europe	Blue	Petrol	Automatic	3.6	67,463	38,703	889	Low
X6	2,015	Middle East	White	Diesel	Manual	4	36,072	105,494	8,463	High
i8	2,020	Asia	White	Hybrid	Manual	3	65,380	75,554	1,432	Low
M3	2,016	Europe	Black	Hybrid	Manual	3.8	92,136	112,614	905	Low
M5	2,015	South America	Red	Diesel	Automatic	3.8	171,200	51,496	3,457	Low
5 Series	2,016	Middle East	Silver	Diesel	Manual	4.4	69,527	68,595	4,694	Low
X1	2,018	Europe	White	Electric	Automatic	4	86,705	87,281	3,299	Low
i8	2,013	Middle East	Grey	Petrol	Automatic	4.1	66,697	87,290	149	Low
X1	2,019	North America	Red	Electric	Manual	3.4	77,840	99,390	3,224	Low
3 Series	2,024	North America	Black	Petrol	Manual	3.2	144,640	103,997	5,289	Low
M3	2,010	Africa	Red	Petrol	Automatic	3.1	86,026	87,645	1,288	Low
X1	2,024	Asia	Silver	Electric	Automatic	2.9	182,952	74,478	6,458	Low
5 Series	2,018	Asia	Black	Hybrid	Automatic	2.4	32,489	78,962	7,872	High
X3	2,016	Africa	Black	Diesel	Automatic	1.6	53,506	46,819	5,202	Low

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