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
M5	2,019	Middle East	Grey	Diesel	Manual	4.1	59,720	77,754	4,933	Low
3 Series	2,023	Asia	Silver	Electric	Automatic	2.5	58,351	84,664	8,771	High
M3	2,020	Middle East	Silver	Electric	Manual	4.8	25,896	101,213	6,813	Low
X1	2,019	Europe	Blue	Electric	Automatic	4.8	186,202	67,032	3,832	Low
3 Series	2,011	Middle East	Black	Hybrid	Automatic	3.8	158,885	112,900	2,778	Low
5 Series	2,022	Europe	Grey	Petrol	Automatic	4.9	181,299	108,036	1,474	Low
3 Series	2,016	South America	Silver	Electric	Manual	2.2	24,696	40,341	5,286	Low
M3	2,021	South America	White	Petrol	Manual	4.1	141,361	110,048	265	Low
X1	2,024	Africa	Grey	Diesel	Automatic	2	23,827	76,805	7,562	High
7 Series	2,017	North America	Black	Diesel	Automatic	3.9	91,664	100,227	5,221	Low
M5	2,013	Africa	Silver	Hybrid	Automatic	4.7	106,305	36,899	6,144	Low
5 Series	2,018	Europe	Silver	Petrol	Manual	3.4	80,718	78,569	7,674	High
M3	2,012	Africa	Black	Diesel	Manual	4.2	9,584	94,864	8,735	High
i8	2,022	South America	Red	Hybrid	Automatic	2	182,664	58,919	3,442	Low
i3	2,015	Africa	Blue	Petrol	Manual	3.7	51,616	67,427	1,414	Low
5 Series	2,020	Europe	Blue	Electric	Manual	1.7	180,140	116,018	3,510	Low
X3	2,023	Asia	Blue	Diesel	Automatic	1.6	152,224	33,435	8,250	High
X3	2,024	North America	White	Hybrid	Automatic	3.7	181,370	51,281	6,409	Low
7 Series	2,023	North America	Grey	Petrol	Automatic	3.5	36,744	42,485	3,380	Low
7 Series	2,016	Asia	Black	Electric	Manual	2.7	10,439	68,736	5,662	Low
i3	2,016	Europe	Black	Diesel	Automatic	3.3	125,788	70,217	2,367	Low
X3	2,015	Middle East	Grey	Petrol	Manual	3.9	32,747	60,135	5,721	Low
X6	2,018	Middle East	White	Petrol	Manual	3.8	172,647	115,227	8,718	High
M3	2,024	Asia	Silver	Diesel	Automatic	1.8	139,593	89,755	9,228	High
X1	2,010	Europe	Red	Electric	Manual	3.9	2,936	79,295	3,677	Low
7 Series	2,022	Middle East	Black	Hybrid	Manual	3.8	172,233	97,185	4,412	Low
M3	2,018	Asia	White	Hybrid	Automatic	3.8	101,226	61,472	3,333	Low
X3	2,022	Europe	White	Diesel	Manual	4.5	133,597	34,894	6,066	Low
M3	2,018	Asia	Red	Hybrid	Manual	3.5	12,158	57,754	6,587	Low
X6	2,013	Middle East	Red	Electric	Automatic	4.8	169,472	87,817	1,590	Low
5 Series	2,022	Europe	White	Petrol	Automatic	4.9	111,429	78,631	8,722	High
X6	2,021	Asia	Black	Petrol	Manual	4.1	24,978	88,847	2,507	Low
X3	2,024	Europe	Grey	Petrol	Automatic	2.8	58,273	84,309	1,686	Low
i8	2,021	North America	White	Hybrid	Automatic	2	115,056	34,324	8,209	High
X6	2,014	North America	Grey	Diesel	Automatic	4.4	148,048	83,909	7,233	High
M3	2,012	Asia	Red	Petrol	Manual	2	26,683	69,560	593	Low
7 Series	2,016	Middle East	Red	Diesel	Automatic	2	112,958	55,112	2,823	Low
i8	2,024	Europe	Red	Electric	Manual	4.7	1,072	80,723	9,156	High
X6	2,011	Europe	White	Petrol	Manual	3.5	105,802	45,790	9,302	High
i3	2,017	North America	Silver	Hybrid	Manual	2.5	196,188	105,212	4,190	Low
3 Series	2,018	Europe	Silver	Electric	Manual	4.9	97,762	36,888	2,059	Low
3 Series	2,015	Europe	Red	Hybrid	Manual	4	137,275	50,125	2,360	Low
X5	2,018	Middle East	Red	Petrol	Automatic	3.4	197,196	47,444	252	Low
5 Series	2,015	Asia	Silver	Electric	Manual	2.7	14,515	45,052	5,440	Low
X6	2,012	Asia	Grey	Diesel	Automatic	3.9	111,183	49,306	1,070	Low
5 Series	2,019	South America	Red	Electric	Manual	4.1	183,457	32,797	1,040	Low
5 Series	2,012	Europe	Grey	Electric	Automatic	4	96,212	114,012	4,865	Low
3 Series	2,011	Africa	Blue	Diesel	Manual	2.2	160,271	106,624	9,581	High
X6	2,014	Asia	Red	Petrol	Automatic	3.9	69,477	65,658	5,957	Low
i8	2,022	Africa	White	Diesel	Automatic	3.5	119,843	45,724	4,334	Low
X5	2,023	Africa	Silver	Hybrid	Manual	4.5	27,300	40,535	5,301	Low
X3	2,013	Asia	Red	Electric	Manual	3.7	6,230	30,927	5,054	Low
X1	2,021	South America	Blue	Petrol	Manual	2	112,301	115,977	6,297	Low
M5	2,015	North America	Red	Petrol	Manual	2.6	153,525	44,706	4,855	Low
i3	2,014	Middle East	Red	Diesel	Manual	4.1	21,538	113,072	1,527	Low
X6	2,015	South America	Grey	Petrol	Automatic	4.1	93,366	110,916	7,623	High
X6	2,013	Asia	Black	Hybrid	Automatic	2.3	70,277	58,168	7,687	High
5 Series	2,023	North America	Blue	Electric	Manual	2.7	77,950	54,099	2,353	Low
X5	2,022	Middle East	Silver	Electric	Automatic	1.6	54,119	44,573	1,042	Low
X1	2,012	Africa	Silver	Petrol	Manual	2.7	181,184	63,524	7,736	High
5 Series	2,010	South America	Black	Petrol	Manual	1.6	171,753	49,848	5,616	Low
i8	2,014	South America	Black	Petrol	Automatic	4.6	148,985	58,073	5,132	Low
M3	2,015	South America	Grey	Electric	Automatic	3.8	159,746	57,324	8,367	High
7 Series	2,014	Europe	White	Electric	Automatic	4.9	198,188	86,961	3,217	Low
5 Series	2,014	South America	White	Diesel	Automatic	4.6	185,522	37,519	4,574	Low
X3	2,021	Africa	Black	Hybrid	Manual	3.6	176,206	69,544	784	Low
X1	2,015	Europe	White	Electric	Manual	3.3	1,021	96,875	4,244	Low
i3	2,013	Europe	Silver	Electric	Manual	4.6	45,768	61,881	1,862	Low
M3	2,023	Asia	Black	Petrol	Automatic	2.5	87,137	99,218	6,572	Low
5 Series	2,021	Asia	Silver	Hybrid	Automatic	2.3	92,184	62,731	9,473	High
M5	2,013	Middle East	Grey	Electric	Automatic	2.9	142,416	71,461	8,735	High
X5	2,020	Middle East	Silver	Diesel	Manual	1.7	71,222	47,530	9,915	High
M5	2,022	Europe	Black	Electric	Manual	2.6	110,657	94,431	4,105	Low
i3	2,017	Middle East	White	Diesel	Manual	1.8	132,869	118,426	110	Low
X6	2,020	Asia	Silver	Electric	Automatic	1.7	176,278	72,472	431	Low
M3	2,017	Asia	Grey	Diesel	Automatic	3.4	105,521	73,184	473	Low
M5	2,021	South America	Blue	Diesel	Manual	4	49,740	50,894	1,679	Low
3 Series	2,012	Europe	Grey	Diesel	Automatic	3.4	117,600	45,931	1,470	Low
i3	2,016	Europe	Blue	Electric	Manual	1.7	37,257	74,703	4,549	Low
M3	2,024	North America	Grey	Diesel	Manual	2.9	128,290	80,149	3,493	Low
M5	2,014	Asia	Silver	Petrol	Manual	1.9	150,760	96,122	363	Low
X6	2,014	North America	Silver	Diesel	Manual	3.8	140,285	43,456	7,645	High
X1	2,021	Africa	Grey	Electric	Automatic	4.4	193,877	63,252	2,663	Low
M5	2,022	Europe	Grey	Hybrid	Manual	1.9	168,780	85,099	4,811	Low
X1	2,012	Africa	Black	Hybrid	Manual	1.7	172,484	38,339	2,961	Low
i3	2,011	Africa	Black	Electric	Automatic	2.9	130,117	48,495	6,456	Low
X1	2,022	Africa	Blue	Electric	Manual	2.6	168,808	94,866	2,068	Low
X3	2,012	Middle East	Blue	Hybrid	Manual	2.4	170,379	73,755	5,973	Low
i8	2,024	North America	Silver	Diesel	Manual	2.2	137,814	65,224	5,483	Low
i3	2,016	South America	Red	Petrol	Automatic	2.6	158,896	33,934	2,752	Low
X5	2,012	Asia	Red	Hybrid	Manual	4.9	103,530	88,831	3,079	Low
X6	2,024	Europe	Red	Petrol	Manual	4.5	90,158	73,007	5,376	Low
3 Series	2,020	Asia	White	Hybrid	Automatic	3.6	59,998	33,145	3,252	Low
i8	2,022	Asia	Red	Diesel	Automatic	4.3	89,857	39,705	3,634	Low
M3	2,011	Europe	Silver	Hybrid	Automatic	1.6	154,581	114,262	5,600	Low
M5	2,013	Europe	White	Hybrid	Manual	1.9	159,889	84,957	9,699	High
X6	2,021	Asia	White	Hybrid	Automatic	2.5	176,663	56,545	2,128	Low
7 Series	2,014	North America	White	Hybrid	Manual	3.8	164,109	45,966	8,769	High
M5	2,022	Africa	White	Diesel	Manual	4.6	24,613	117,048	6,539	Low
5 Series	2,016	Africa	Silver	Hybrid	Automatic	2.3	43,048	63,611	897	Low

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