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	2,018	North America	White	Electric	Manual	3.8	189,791	33,944	3,887	Low
X6	2,020	Middle East	Silver	Diesel	Manual	4.2	13,239	112,872	2,533	Low
7 Series	2,023	North America	Blue	Hybrid	Automatic	2.9	97,332	58,182	8,263	High
X3	2,023	South America	Silver	Diesel	Automatic	3.2	96,975	60,537	911	Low
X1	2,018	Asia	Grey	Hybrid	Automatic	3.9	24,335	53,375	2,805	Low
X1	2,013	North America	Red	Hybrid	Manual	4.6	42,243	93,193	5,789	Low
X3	2,020	Middle East	Blue	Electric	Manual	4.3	167,408	37,543	7,735	High
X6	2,013	South America	White	Petrol	Manual	1.6	152,599	48,987	7,513	High
i3	2,021	North America	Grey	Hybrid	Manual	1.9	12,526	71,457	1,475	Low
M5	2,017	North America	Black	Diesel	Automatic	4.5	119,966	106,983	7,991	High
X1	2,011	Europe	Black	Diesel	Manual	4.4	83,319	95,005	2,505	Low
7 Series	2,018	Africa	Blue	Petrol	Automatic	2.9	126,039	101,043	5,720	Low
i8	2,022	Africa	Red	Diesel	Automatic	3.5	24,575	42,002	2,849	Low
3 Series	2,023	Asia	Blue	Petrol	Manual	4.7	126,202	99,153	9,972	High
M5	2,015	North America	Grey	Petrol	Manual	4.7	108,405	77,437	3,491	Low
X5	2,018	North America	Silver	Electric	Automatic	4.2	87,395	94,936	1,758	Low
X1	2,017	Middle East	Grey	Diesel	Automatic	2.2	168,095	81,315	6,408	Low
X6	2,024	Europe	Black	Hybrid	Automatic	4.1	183,374	39,920	677	Low
X3	2,024	Europe	Red	Electric	Automatic	1.9	21,973	96,878	6,967	Low
3 Series	2,016	Africa	White	Hybrid	Manual	4.6	174,394	116,537	8,095	High
5 Series	2,022	Europe	Grey	Diesel	Automatic	2	69,089	119,505	3,314	Low
i3	2,023	Africa	White	Diesel	Manual	3.8	158,219	70,510	2,346	Low
i3	2,010	Africa	Red	Electric	Automatic	3.6	195,344	111,724	147	Low
X3	2,023	Asia	Black	Electric	Automatic	4.2	106,216	52,071	3,516	Low
5 Series	2,021	Africa	Black	Electric	Manual	3.4	35,433	79,732	3,920	Low
X1	2,012	Europe	White	Electric	Manual	1.7	172,929	101,026	8,285	High
5 Series	2,020	North America	Red	Electric	Automatic	4	144,806	30,445	7,976	High
X6	2,023	Africa	Silver	Electric	Automatic	2.8	84,981	63,859	7,701	High
i3	2,011	Africa	White	Petrol	Manual	2.6	101,169	31,841	3,089	Low
X5	2,014	South America	Red	Diesel	Manual	5	47,557	78,655	8,961	High
i8	2,024	Asia	Black	Petrol	Automatic	3.6	29,490	93,975	7,041	High
3 Series	2,014	Middle East	Grey	Diesel	Automatic	4	100,254	91,802	7,877	High
i3	2,014	North America	White	Diesel	Automatic	3.3	109,296	50,234	3,050	Low
X3	2,013	North America	Blue	Electric	Manual	4.2	51,446	48,733	9,877	High
3 Series	2,014	South America	Blue	Diesel	Manual	4.1	160,056	34,397	7,702	High
i8	2,012	Africa	White	Diesel	Manual	3.8	125,851	69,359	5,844	Low
5 Series	2,021	South America	Grey	Hybrid	Manual	5	184,108	96,347	1,768	Low
5 Series	2,010	Africa	Red	Diesel	Manual	3.1	116,931	52,381	842	Low
M5	2,014	Europe	Black	Hybrid	Manual	4	151,580	58,357	8,099	High
3 Series	2,022	North America	Blue	Petrol	Automatic	4.3	67,662	76,471	1,900	Low
i8	2,018	Africa	Red	Hybrid	Automatic	2.8	87,392	67,683	8,734	High
3 Series	2,022	Europe	White	Diesel	Manual	3.1	27,140	53,493	1,142	Low
X6	2,018	Middle East	White	Electric	Automatic	4.9	162,617	70,677	2,180	Low
X5	2,013	Middle East	Grey	Electric	Manual	1.6	93,683	68,174	2,581	Low
3 Series	2,012	Africa	Red	Electric	Manual	2.7	25,441	108,051	3,540	Low
M3	2,010	Europe	Black	Hybrid	Automatic	3.2	169,916	74,746	2,987	Low
7 Series	2,011	South America	White	Diesel	Automatic	1.5	109,461	116,095	9,317	High
3 Series	2,017	Europe	Grey	Hybrid	Automatic	4.6	20,553	54,938	9,513	High
3 Series	2,010	Middle East	White	Hybrid	Manual	2.5	1,144	34,020	6,793	Low
M5	2,017	Asia	Black	Hybrid	Automatic	2.4	106,785	41,431	256	Low
M5	2,022	Middle East	Grey	Hybrid	Automatic	4.4	37,428	81,572	6,119	Low
3 Series	2,016	Africa	Red	Diesel	Manual	2.5	152,914	98,481	5,393	Low
7 Series	2,024	North America	Grey	Petrol	Automatic	3.8	70,164	72,891	1,695	Low
i3	2,017	Asia	White	Diesel	Automatic	4.4	64,292	38,482	4,714	Low
M5	2,021	Europe	Red	Electric	Automatic	4.3	91,543	39,773	2,319	Low
X6	2,015	North America	Red	Petrol	Automatic	4.2	85,599	84,546	3,492	Low
i3	2,021	North America	White	Hybrid	Automatic	1.8	87,871	45,300	1,562	Low
M5	2,023	Europe	Red	Electric	Automatic	1.8	77,661	87,980	5,620	Low
X1	2,024	Asia	Grey	Electric	Manual	2.6	85,220	62,243	7,949	High
3 Series	2,024	North America	Red	Electric	Automatic	1.6	14,181	32,046	8,222	High
X5	2,018	South America	Black	Petrol	Manual	3.3	103,213	59,693	5,067	Low
i3	2,012	Europe	Black	Diesel	Manual	2.9	133,347	53,662	3,643	Low
M3	2,019	North America	Black	Electric	Automatic	3.4	77,982	47,168	9,630	High
X1	2,013	Asia	Grey	Petrol	Manual	2.5	25,777	30,153	1,056	Low
X5	2,022	Middle East	Grey	Diesel	Automatic	3.2	8,490	115,683	2,063	Low
X3	2,015	North America	Silver	Diesel	Manual	2.7	180,752	33,523	6,424	Low
5 Series	2,017	North America	Blue	Diesel	Manual	2.2	12,109	113,362	4,489	Low
7 Series	2,014	Middle East	Black	Hybrid	Automatic	3.8	44,741	105,830	4,494	Low
M5	2,012	South America	Grey	Hybrid	Manual	3.9	199,389	64,640	4,353	Low
3 Series	2,015	North America	Blue	Electric	Automatic	4.4	48,786	104,518	8,568	High
7 Series	2,013	North America	Blue	Diesel	Automatic	4.6	152,497	102,281	1,914	Low
7 Series	2,018	Africa	Black	Hybrid	Automatic	4	129,213	45,738	861	Low
i3	2,022	Europe	Red	Hybrid	Automatic	3.9	133,018	37,656	3,440	Low
X6	2,012	South America	Silver	Electric	Automatic	1.7	52,775	35,893	8,290	High
i8	2,013	Middle East	Red	Hybrid	Automatic	1.9	144,990	105,785	6,713	Low
X1	2,016	Europe	Grey	Electric	Automatic	4.3	98,380	60,622	149	Low
i3	2,016	Africa	Grey	Diesel	Manual	2.3	119,246	66,338	7,387	High
M5	2,021	South America	Black	Hybrid	Automatic	2.7	182,748	68,566	718	Low
i3	2,021	Asia	Blue	Petrol	Automatic	2	18,112	68,520	6,391	Low
3 Series	2,013	Asia	Blue	Electric	Automatic	2.2	85,920	34,793	4,028	Low
i8	2,015	Europe	Silver	Hybrid	Automatic	4.2	196,385	95,049	5,941	Low
5 Series	2,021	Asia	Grey	Diesel	Manual	2.4	114,811	114,042	976	Low
X6	2,022	Europe	Red	Hybrid	Manual	3.1	185,778	100,653	9,055	High
X3	2,012	Africa	White	Hybrid	Manual	2	144,225	117,908	3,248	Low
7 Series	2,015	Middle East	Black	Petrol	Automatic	3.9	86,335	54,082	1,910	Low
X5	2,021	Europe	Blue	Diesel	Manual	4	6,127	44,193	9,098	High
3 Series	2,011	Middle East	Grey	Electric	Automatic	2.8	158,177	104,818	9,397	High
X6	2,017	North America	Grey	Diesel	Automatic	4.2	98,196	109,706	5,433	Low
X6	2,011	Europe	Blue	Hybrid	Automatic	2.3	34,172	43,109	3,207	Low
M5	2,020	Middle East	Red	Diesel	Automatic	3.9	42,688	39,278	3,592	Low
3 Series	2,016	Middle East	Red	Electric	Manual	4.1	191,296	81,297	6,615	Low
M3	2,018	North America	Grey	Petrol	Manual	4.9	112,831	79,032	9,021	High
X1	2,010	Asia	Black	Petrol	Manual	2.3	154,769	95,726	8,515	High
M5	2,017	Asia	Grey	Electric	Manual	1.8	100,831	118,913	6,453	Low
7 Series	2,016	Asia	Black	Petrol	Automatic	2.4	7,646	71,302	7,645	High
X3	2,015	Asia	White	Diesel	Manual	1.9	168,636	95,612	1,621	Low
i8	2,015	South America	Grey	Petrol	Manual	2.1	67,711	113,232	3,425	Low
i3	2,015	North America	Red	Diesel	Manual	2.7	73,468	108,861	9,800	High
5 Series	2,018	Europe	Silver	Hybrid	Manual	2.9	36,049	34,072	5,441	Low
M5	2,011	Middle East	Silver	Electric	Automatic	4.7	162,831	57,365	9,528	High

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