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
5 Series	2,010	North America	Black	Diesel	Manual	3.6	73,395	118,289	6,041	Low
M3	2,023	Europe	Blue	Petrol	Automatic	4.9	136,348	98,457	9,862	High
X3	2,021	Asia	White	Diesel	Automatic	1.9	51,572	112,985	9,453	High
5 Series	2,017	Middle East	Red	Hybrid	Automatic	1.9	137,444	81,065	6,371	Low
5 Series	2,021	Middle East	Blue	Petrol	Automatic	4	139,684	54,149	4,671	Low
7 Series	2,022	Asia	White	Hybrid	Automatic	3.8	64,169	61,117	3,675	Low
X6	2,014	Africa	Grey	Electric	Automatic	2.4	77,865	51,234	7,540	High
X3	2,024	South America	Silver	Petrol	Automatic	4.3	9,319	65,054	8,684	High
5 Series	2,014	Europe	Red	Electric	Manual	2	135,073	118,142	2,836	Low
X3	2,020	North America	Red	Hybrid	Manual	4.7	54,433	86,895	7,629	High
X3	2,013	Asia	Silver	Diesel	Manual	2.2	18,805	93,438	2,202	Low
3 Series	2,015	South America	Red	Diesel	Manual	1.8	161,010	104,553	8,685	High
i8	2,012	Europe	Blue	Electric	Manual	2.7	43,081	82,301	8,308	High
M3	2,018	North America	Silver	Electric	Automatic	2.2	47,054	60,272	5,501	Low
i8	2,014	Europe	Grey	Petrol	Manual	3.3	150,170	63,728	5,680	Low
M5	2,012	Europe	Black	Hybrid	Manual	3.9	98,383	42,048	9,904	High
M5	2,020	Middle East	Red	Petrol	Manual	3.2	129,385	92,628	2,677	Low
X6	2,010	North America	White	Electric	Automatic	3.8	59,049	114,812	2,448	Low
M5	2,019	Asia	Blue	Hybrid	Automatic	2.8	82,713	85,478	8,257	High
X6	2,021	Europe	Silver	Petrol	Automatic	1.6	174,387	57,379	8,883	High
7 Series	2,015	North America	Silver	Diesel	Manual	4.9	114,371	105,407	7,548	High
X6	2,024	Middle East	Red	Hybrid	Automatic	4.4	161,896	55,300	2,118	Low
i3	2,011	Europe	Blue	Petrol	Manual	1.8	119,242	93,973	3,938	Low
M3	2,022	North America	Red	Diesel	Automatic	3.1	174,082	76,907	4,593	Low
i8	2,012	South America	Black	Electric	Automatic	3.7	164,326	64,225	1,697	Low
X5	2,010	South America	White	Electric	Automatic	2.2	133,784	116,754	7,988	High
5 Series	2,018	North America	Red	Diesel	Automatic	3.5	89,752	100,098	4,611	Low
X6	2,017	Middle East	Silver	Electric	Automatic	3.4	147,301	30,243	5,847	Low
i3	2,021	North America	Black	Hybrid	Manual	2.2	4,800	50,749	7,723	High
X6	2,011	Europe	Red	Diesel	Automatic	2	14,591	34,206	2,503	Low
i3	2,024	Asia	Blue	Petrol	Automatic	4.2	129,913	109,980	6,640	Low
M3	2,021	North America	Silver	Petrol	Automatic	2.6	102,353	63,206	1,634	Low
M3	2,020	Europe	Silver	Electric	Automatic	2.4	156,964	31,701	9,825	High
M5	2,017	South America	White	Hybrid	Manual	4.1	95,609	88,614	1,446	Low
3 Series	2,021	North America	Black	Electric	Automatic	4.1	89,356	112,297	7,965	High
M3	2,023	North America	Silver	Diesel	Manual	2.5	136,785	80,930	6,732	Low
M3	2,018	Africa	Silver	Petrol	Manual	4.6	14,990	39,557	2,892	Low
X5	2,010	South America	Grey	Petrol	Automatic	3.9	129,157	99,059	7,024	High
7 Series	2,022	Europe	Blue	Electric	Manual	2.7	64,806	75,351	8,756	High
M3	2,014	Asia	Grey	Diesel	Manual	3	141,964	51,930	9,390	High
7 Series	2,017	South America	Silver	Electric	Automatic	4	9,803	98,722	7,709	High
7 Series	2,024	Europe	White	Diesel	Manual	2.2	162,681	74,026	2,133	Low
X6	2,020	Africa	White	Petrol	Automatic	3.1	83,017	39,063	642	Low
5 Series	2,023	Europe	Blue	Petrol	Manual	3.8	145,561	90,206	2,314	Low
5 Series	2,011	Africa	Red	Electric	Automatic	3.4	170,394	119,524	5,356	Low
3 Series	2,013	Africa	Black	Diesel	Automatic	3.6	94,816	94,380	3,930	Low
X1	2,016	Europe	Silver	Petrol	Manual	3.4	108,138	72,686	9,600	High
5 Series	2,012	Middle East	Blue	Diesel	Automatic	2.2	28,751	45,130	6,486	Low
3 Series	2,022	Africa	White	Electric	Manual	2.9	173,760	115,144	503	Low
i3	2,021	Asia	White	Petrol	Manual	3.4	199,210	80,660	920	Low
X5	2,014	Middle East	Red	Diesel	Manual	4.2	190,696	53,482	8,483	High
3 Series	2,017	Middle East	White	Hybrid	Manual	3.8	14,573	52,538	7,332	High
3 Series	2,021	Europe	Black	Electric	Manual	3	194,624	91,635	4,034	Low
X1	2,019	Europe	White	Petrol	Manual	4.9	172,810	86,607	921	Low
X6	2,012	Europe	Silver	Hybrid	Automatic	1.9	55,933	112,819	6,403	Low
M3	2,013	Asia	Blue	Electric	Automatic	2.2	143,080	77,590	2,456	Low
7 Series	2,023	North America	Blue	Electric	Manual	2.7	19,285	104,207	8,205	High
M5	2,024	Africa	Grey	Hybrid	Automatic	2.3	171,100	42,298	8,645	High
X5	2,018	Europe	Blue	Hybrid	Manual	3.7	3,105	89,585	7,681	High
i3	2,023	Europe	Blue	Hybrid	Automatic	1.6	198,633	58,504	3,439	Low
3 Series	2,023	Asia	Blue	Hybrid	Automatic	2.1	132,674	99,213	9,342	High
X5	2,016	Asia	Blue	Diesel	Manual	2.5	104,670	117,204	1,828	Low
X6	2,010	Europe	Grey	Hybrid	Manual	3.9	184,268	88,796	7,660	High
M5	2,023	Middle East	Blue	Hybrid	Manual	4.6	54,073	114,639	6,579	Low
i8	2,021	South America	Grey	Electric	Automatic	4.3	19,210	92,624	3,986	Low
i3	2,013	South America	White	Petrol	Automatic	2.1	193,073	79,706	6,139	Low
3 Series	2,013	South America	Silver	Diesel	Automatic	3.5	150,125	110,707	4,885	Low
M5	2,018	Middle East	Blue	Electric	Automatic	1.6	7,012	112,800	9,345	High
M3	2,015	Africa	Grey	Petrol	Manual	2.6	28,871	61,571	3,698	Low
M3	2,018	Middle East	Silver	Hybrid	Automatic	4.3	36,709	30,097	6,636	Low
M3	2,021	South America	White	Electric	Manual	3.1	58,830	51,310	3,271	Low
i8	2,024	South America	Blue	Petrol	Automatic	2	163,335	107,751	152	Low
7 Series	2,015	Middle East	White	Diesel	Manual	3	15,807	110,320	9,417	High
3 Series	2,015	Africa	Blue	Hybrid	Automatic	2.2	114,333	115,497	8,597	High
3 Series	2,014	South America	Grey	Electric	Automatic	2.9	31,907	115,004	779	Low
X1	2,014	Asia	Grey	Hybrid	Automatic	3.2	184,349	72,676	1,029	Low
M3	2,011	Europe	Grey	Diesel	Manual	2.7	12,215	118,288	6,705	Low
i8	2,017	Asia	Black	Hybrid	Automatic	4.8	20,476	100,766	3,505	Low
7 Series	2,017	South America	White	Electric	Manual	3.5	102,340	72,357	336	Low
X1	2,020	Europe	Red	Petrol	Automatic	4.5	82,322	88,896	7,802	High
X1	2,022	Europe	Grey	Electric	Automatic	4.2	190,000	88,929	5,987	Low
7 Series	2,010	Africa	White	Diesel	Automatic	3.8	45,644	108,328	9,082	High
i3	2,017	Africa	Grey	Diesel	Manual	3.2	71,929	68,143	9,637	High
X5	2,014	Europe	Blue	Diesel	Manual	1.5	184,253	113,495	9,520	High
X3	2,011	South America	Black	Hybrid	Manual	3.6	169,404	60,607	983	Low
3 Series	2,023	North America	White	Diesel	Automatic	2.7	168,397	71,514	6,686	Low
X6	2,011	North America	Red	Diesel	Automatic	1.9	65,418	112,808	5,395	Low
M5	2,023	Africa	Grey	Petrol	Manual	3.1	53,318	79,231	4,383	Low
X6	2,024	Middle East	Black	Diesel	Manual	4.1	50,425	104,418	1,097	Low
i8	2,024	Asia	Red	Petrol	Automatic	4.9	17,698	66,160	7,671	High
M3	2,015	North America	White	Electric	Automatic	2.8	125,866	85,124	207	Low
i3	2,020	South America	Silver	Petrol	Manual	3.4	48,608	106,219	924	Low
X6	2,022	Asia	Black	Electric	Automatic	4.5	127,410	50,503	7,559	High
5 Series	2,018	South America	Grey	Electric	Automatic	2.7	185,901	47,325	2,460	Low
3 Series	2,010	Europe	Blue	Petrol	Manual	2	141,501	100,633	7,828	High
3 Series	2,021	Asia	Silver	Petrol	Automatic	2.5	16,784	30,432	5,641	Low
X3	2,015	North America	Black	Electric	Automatic	4.6	135,090	73,021	776	Low
M3	2,018	Middle East	Grey	Petrol	Manual	2.1	109,211	97,200	4,166	Low
7 Series	2,017	North America	Silver	Hybrid	Automatic	2.7	172,628	40,325	5,400	Low
M5	2,020	Asia	Blue	Petrol	Manual	3.1	97,023	61,476	9,448	High

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