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	2,021	Europe	Blue	Diesel	Manual	2.4	55,836	98,415	434	Low
3 Series	2,013	Asia	Red	Diesel	Manual	3.9	16,656	75,048	8,101	High
M3	2,014	Asia	White	Diesel	Manual	4.6	48,825	62,558	5,408	Low
i8	2,011	South America	Silver	Diesel	Automatic	3	189,552	102,781	6,104	Low
M3	2,019	South America	Grey	Hybrid	Manual	3.5	77,035	84,656	3,679	Low
M3	2,010	South America	Blue	Hybrid	Automatic	2.3	24,941	92,114	5,823	Low
X5	2,016	Africa	Silver	Electric	Automatic	2.9	112,597	75,016	8,076	High
5 Series	2,019	North America	Red	Petrol	Automatic	2.7	37,325	80,797	2,810	Low
3 Series	2,010	Middle East	Silver	Hybrid	Manual	3.8	176,495	35,471	2,743	Low
i8	2,020	South America	Black	Hybrid	Automatic	4.9	128,440	117,371	3,301	Low
M3	2,020	Africa	Grey	Hybrid	Automatic	4.3	34,376	113,836	505	Low
i8	2,017	Europe	Black	Petrol	Manual	2.2	185,153	62,165	9,639	High
i8	2,012	Middle East	White	Hybrid	Manual	3.5	126,692	84,492	4,321	Low
i8	2,023	Africa	Blue	Hybrid	Automatic	1.7	183,556	97,347	3,818	Low
X5	2,019	South America	Black	Diesel	Automatic	2.4	162,193	64,161	3,845	Low
5 Series	2,015	Europe	White	Electric	Automatic	2.1	15,274	52,120	2,841	Low
M5	2,016	South America	Red	Electric	Manual	2.7	171,432	96,863	9,576	High
5 Series	2,019	Europe	Black	Hybrid	Manual	3.9	67,976	58,354	2,837	Low
3 Series	2,010	South America	Silver	Petrol	Automatic	3.2	9,323	61,020	4,772	Low
X1	2,023	Africa	Silver	Petrol	Manual	4.8	68,034	44,570	7,457	High
X1	2,015	Africa	Silver	Hybrid	Automatic	2.2	42,615	37,985	6,429	Low
X1	2,016	Middle East	Silver	Petrol	Manual	2.8	128,941	31,866	7,761	High
5 Series	2,015	Asia	Grey	Petrol	Manual	2.7	189,149	101,773	9,607	High
X5	2,013	North America	Grey	Petrol	Automatic	2.3	158,948	76,492	5,315	Low
X1	2,010	Africa	Silver	Hybrid	Manual	5	190,807	74,999	463	Low
M5	2,020	Asia	Red	Diesel	Manual	2.9	67,215	94,201	4,213	Low
X1	2,018	North America	Silver	Diesel	Manual	4.8	16,381	109,339	8,275	High
X3	2,013	Middle East	Black	Petrol	Manual	2.9	48,733	74,601	4,248	Low
i3	2,016	North America	Blue	Diesel	Automatic	2.2	42,070	34,699	2,454	Low
5 Series	2,016	North America	Red	Electric	Manual	1.9	116,385	55,802	6,480	Low
M3	2,011	North America	White	Petrol	Manual	4.5	137,201	71,001	3,594	Low
M3	2,010	Asia	White	Hybrid	Automatic	1.6	3,684	77,163	6,360	Low
5 Series	2,017	Asia	Blue	Hybrid	Automatic	4.9	145,659	116,774	1,820	Low
M3	2,017	Africa	Black	Petrol	Automatic	3	196,330	85,359	1,512	Low
M5	2,016	Europe	Blue	Diesel	Manual	2.4	151,647	67,751	3,821	Low
X6	2,023	Africa	Grey	Petrol	Automatic	3.7	114,522	42,605	6,284	Low
7 Series	2,024	Asia	Black	Hybrid	Manual	2	115,906	59,776	6,312	Low
X6	2,024	Europe	White	Diesel	Manual	1.8	143,166	30,433	7,614	High
5 Series	2,024	Asia	Silver	Electric	Automatic	4.4	63,351	81,063	3,090	Low
X1	2,024	South America	Red	Diesel	Manual	3	111,937	60,115	2,029	Low
7 Series	2,017	South America	Black	Petrol	Manual	3.3	77,900	33,228	8,808	High
X5	2,012	South America	Black	Hybrid	Manual	2.1	88,197	93,367	7,833	High
M5	2,020	Middle East	White	Electric	Manual	1.7	181,325	87,126	7,933	High
i3	2,011	Asia	Blue	Hybrid	Automatic	2.8	155,528	38,519	6,868	Low
X1	2,016	South America	White	Petrol	Manual	3.3	3,633	30,081	2,625	Low
M5	2,017	Europe	White	Diesel	Manual	4.2	112,482	106,943	7,411	High
X3	2,010	Middle East	Black	Diesel	Manual	3.3	155,115	90,327	6,776	Low
7 Series	2,021	Middle East	White	Petrol	Automatic	4.2	155,199	116,669	6,904	Low
X5	2,019	Europe	White	Hybrid	Automatic	1.9	168,882	88,642	2,146	Low
i3	2,018	North America	Black	Hybrid	Manual	1.7	70,605	81,910	3,847	Low
M3	2,024	North America	White	Petrol	Manual	2.1	70,599	93,846	3,952	Low
i8	2,022	Asia	Black	Diesel	Automatic	4.2	43,252	118,994	6,963	Low
M3	2,024	South America	White	Diesel	Automatic	4.2	125,612	41,567	4,532	Low
X5	2,020	North America	Grey	Petrol	Manual	2	28,670	60,392	461	Low
i3	2,013	North America	Black	Diesel	Manual	1.6	110,878	54,645	6,826	Low
X3	2,023	North America	Blue	Diesel	Manual	3.9	174,151	63,450	1,971	Low
X5	2,021	Middle East	Blue	Petrol	Manual	4.5	58,275	101,773	7,433	High
3 Series	2,023	Middle East	White	Electric	Manual	4.1	82,653	95,853	1,742	Low
M5	2,013	North America	Grey	Hybrid	Manual	2.2	56,079	33,141	6,897	Low
i3	2,012	Europe	Grey	Diesel	Manual	3.5	2,228	118,692	6,835	Low
M5	2,015	North America	Silver	Electric	Manual	4.2	23,929	48,380	9,710	High
X5	2,010	South America	Grey	Diesel	Automatic	2.4	89,566	81,043	1,713	Low
X3	2,015	Middle East	Grey	Diesel	Manual	3.3	182,946	71,415	3,105	Low
X3	2,011	Asia	Black	Hybrid	Manual	2.6	123,300	67,047	7,332	High
X5	2,018	Asia	Blue	Hybrid	Manual	2.3	24,525	99,074	1,674	Low
M3	2,011	Africa	Grey	Hybrid	Manual	4.9	105,720	92,356	1,473	Low
X1	2,016	South America	Black	Petrol	Automatic	4.7	50,237	36,231	1,403	Low
7 Series	2,021	South America	Black	Petrol	Manual	3.1	82,086	106,405	3,250	Low
5 Series	2,010	Middle East	Blue	Diesel	Automatic	2	128,509	77,753	7,436	High
5 Series	2,021	Asia	White	Electric	Automatic	4	111,543	31,849	578	Low
7 Series	2,016	Africa	Grey	Electric	Automatic	2.4	39,128	85,321	2,903	Low
5 Series	2,014	Middle East	Black	Petrol	Manual	2.1	48,576	57,619	5,261	Low
M5	2,017	Middle East	White	Petrol	Automatic	2.8	62,910	97,236	458	Low
X3	2,013	Africa	White	Petrol	Automatic	3.4	154,268	110,013	7,592	High
5 Series	2,024	Europe	Black	Hybrid	Manual	1.8	124,763	112,671	9,415	High
X5	2,021	Middle East	Black	Diesel	Automatic	3.5	134,911	63,381	6,567	Low
X3	2,024	Middle East	Red	Petrol	Automatic	1.6	80,988	98,312	417	Low
X3	2,019	Africa	Red	Petrol	Automatic	4.6	195,017	57,538	5,563	Low
X1	2,016	Middle East	Red	Petrol	Manual	4.7	152,583	50,812	9,283	High
i8	2,015	Europe	Black	Hybrid	Automatic	4.1	58,727	106,463	4,029	Low
M3	2,014	Europe	Silver	Electric	Automatic	3.1	10,589	38,103	1,592	Low
7 Series	2,013	Africa	Grey	Electric	Automatic	2.4	69,021	101,214	255	Low
i3	2,024	Europe	Grey	Electric	Manual	4.1	8,616	59,240	1,403	Low
M3	2,016	Asia	Silver	Diesel	Manual	4.8	128,709	58,066	4,021	Low
X6	2,021	Africa	Grey	Hybrid	Automatic	2.1	51,854	65,577	4,906	Low
X1	2,014	Asia	Black	Petrol	Manual	3.1	163,543	44,402	1,165	Low
3 Series	2,014	Europe	Silver	Petrol	Automatic	2.6	171,340	79,603	8,530	High
X1	2,024	Europe	Blue	Hybrid	Manual	2.7	158,344	105,734	5,487	Low
7 Series	2,010	Africa	Black	Electric	Automatic	2.9	59,377	53,619	3,297	Low
5 Series	2,011	North America	White	Petrol	Manual	4.8	112,147	61,704	9,048	High
i8	2,014	North America	Grey	Diesel	Automatic	2.4	191,907	48,289	6,126	Low
X5	2,022	North America	Red	Electric	Automatic	3.2	175,731	69,063	1,561	Low
7 Series	2,012	Asia	Red	Diesel	Automatic	4.8	165,808	90,554	3,328	Low
5 Series	2,023	Asia	Silver	Diesel	Manual	3.2	20,492	68,819	5,817	Low
X5	2,022	Africa	Red	Petrol	Manual	4.5	76,506	52,771	2,406	Low
X5	2,011	Asia	White	Electric	Manual	1.7	19,985	105,672	1,915	Low
M3	2,023	Asia	Black	Petrol	Manual	4.8	188,344	54,307	9,536	High
X1	2,023	Africa	Blue	Electric	Automatic	2.2	33,799	40,661	201	Low
i8	2,013	Europe	Silver	Diesel	Automatic	4.9	145,833	78,604	1,470	Low
i3	2,013	Asia	Silver	Hybrid	Automatic	2.1	40,711	116,882	4,130	Low

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