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
i3	2,022	Africa	Grey	Electric	Automatic	3.7	176,401	97,924	6,194	Low
i3	2,016	Europe	Silver	Diesel	Manual	2.9	116,084	73,616	678	Low
M3	2,014	Africa	Blue	Hybrid	Manual	3.1	27,089	106,726	870	Low
X5	2,016	South America	Red	Diesel	Manual	4.3	198,072	77,847	163	Low
X3	2,012	Europe	Grey	Electric	Automatic	2.7	47,685	105,275	3,523	Low
7 Series	2,021	South America	Grey	Electric	Automatic	2	87,131	115,968	2,021	Low
X5	2,011	Africa	Red	Petrol	Manual	4.6	23,101	115,153	7,968	High
X3	2,015	Middle East	Blue	Electric	Automatic	2.2	155,187	45,384	154	Low
X5	2,011	Middle East	Red	Diesel	Manual	2.5	195,149	35,817	5,236	Low
X5	2,012	South America	Silver	Petrol	Automatic	4	85,753	108,705	3,289	Low
i3	2,015	Africa	Black	Electric	Manual	3.9	39,178	109,419	1,565	Low
X6	2,014	Africa	White	Electric	Automatic	4.3	168,132	32,555	6,751	Low
7 Series	2,017	South America	Silver	Hybrid	Automatic	2.1	61,598	109,862	2,851	Low
7 Series	2,018	South America	Blue	Petrol	Automatic	2.7	167,020	85,390	6,985	Low
M3	2,020	Europe	White	Hybrid	Manual	1.9	20,250	101,479	825	Low
X3	2,012	Africa	Grey	Electric	Automatic	3.4	163,552	95,688	6,952	Low
X1	2,021	South America	Blue	Electric	Automatic	2.5	36,513	51,559	1,568	Low
5 Series	2,019	South America	Red	Electric	Automatic	3.9	150,065	75,114	9,611	High
i8	2,012	Middle East	Blue	Petrol	Automatic	1.5	196,195	59,664	6,206	Low
i8	2,012	Middle East	White	Petrol	Automatic	1.7	7,405	45,524	929	Low
3 Series	2,022	North America	Red	Petrol	Automatic	3	108,953	97,749	5,049	Low
X1	2,022	Europe	Black	Diesel	Manual	4.9	95,279	43,053	9,598	High
X6	2,015	Asia	Red	Electric	Manual	4.6	73,139	41,564	2,679	Low
5 Series	2,024	Middle East	Silver	Hybrid	Automatic	5	120,702	62,149	2,952	Low
i3	2,024	Europe	Black	Diesel	Automatic	3	192,851	51,698	8,146	High
i3	2,010	Europe	Silver	Petrol	Manual	1.7	117,892	81,133	349	Low
X6	2,016	Africa	Grey	Petrol	Manual	2.6	16,779	38,195	3,570	Low
i3	2,021	Europe	Silver	Electric	Manual	3.9	164,364	36,191	642	Low
5 Series	2,010	Middle East	White	Hybrid	Manual	2	81,135	70,583	474	Low
7 Series	2,023	Europe	Blue	Petrol	Manual	2.5	184,666	115,407	4,757	Low
i3	2,014	South America	Red	Diesel	Manual	1.7	93,618	115,867	7,743	High
i8	2,024	Asia	Red	Petrol	Automatic	3.2	112,565	100,806	4,586	Low
X3	2,019	Asia	White	Hybrid	Manual	2.2	131,907	72,937	8,842	High
i8	2,022	Asia	White	Petrol	Automatic	1.8	14,732	57,174	4,560	Low
X5	2,017	Africa	Black	Petrol	Automatic	2.9	199,569	114,950	7,633	High
X3	2,013	Africa	Silver	Diesel	Manual	2.7	193,260	80,490	5,162	Low
X5	2,014	Asia	Red	Electric	Automatic	3.4	97,867	30,484	8,684	High
7 Series	2,013	Asia	Red	Petrol	Manual	4.1	95,890	70,084	1,115	Low
5 Series	2,021	Middle East	Blue	Petrol	Manual	1.9	91,728	47,034	4,573	Low
M5	2,021	Asia	Red	Diesel	Manual	4.3	195,881	106,451	3,164	Low
M5	2,023	North America	Black	Electric	Manual	1.6	37,062	54,360	335	Low
i8	2,013	Africa	Grey	Electric	Manual	3.1	177,044	48,442	6,104	Low
3 Series	2,021	Africa	Red	Hybrid	Automatic	3.6	114,662	63,207	3,834	Low
M5	2,017	Asia	Grey	Hybrid	Manual	4.8	1,677	57,599	535	Low
X1	2,011	South America	Blue	Petrol	Manual	3.5	30,047	63,239	9,693	High
X5	2,010	Africa	Grey	Diesel	Automatic	2.1	71,176	104,775	6,109	Low
X3	2,012	Asia	Grey	Diesel	Automatic	3.3	46,346	44,666	1,033	Low
X5	2,018	North America	Red	Diesel	Manual	2.9	189,846	54,363	6,133	Low
5 Series	2,013	South America	Black	Diesel	Manual	3.2	95,150	67,975	8,404	High
X3	2,019	Asia	Silver	Diesel	Manual	2.2	164,100	106,304	9,532	High
X3	2,014	Africa	Blue	Petrol	Automatic	3.3	170,713	85,785	5,591	Low
M5	2,011	Asia	Silver	Electric	Automatic	2	131,059	114,455	705	Low
i8	2,013	Europe	Grey	Hybrid	Manual	4.1	139,866	80,536	3,541	Low
i8	2,011	Middle East	Black	Petrol	Manual	3.6	76,700	74,689	2,958	Low
i3	2,024	South America	Silver	Petrol	Manual	1.8	139,436	66,056	2,855	Low
X5	2,011	South America	Red	Electric	Automatic	4.6	115,045	118,371	2,102	Low
X6	2,013	South America	Silver	Petrol	Manual	3.7	76,533	36,151	6,979	Low
X3	2,015	Asia	Blue	Diesel	Manual	2.6	22,522	56,303	4,015	Low
7 Series	2,016	North America	Red	Electric	Manual	1.7	183,942	38,486	9,514	High
7 Series	2,019	Europe	Black	Electric	Manual	3.7	62,095	39,756	9,031	High
X6	2,012	North America	Red	Diesel	Manual	2.8	133,720	90,232	1,449	Low
X1	2,012	Asia	White	Electric	Automatic	4.7	21,463	66,742	9,716	High
5 Series	2,019	Middle East	Grey	Electric	Automatic	1.6	131,752	82,813	9,969	High
X1	2,015	Asia	Blue	Diesel	Manual	1.6	155,580	38,088	815	Low
5 Series	2,022	Middle East	Black	Diesel	Manual	4.8	114,354	70,356	9,690	High
X1	2,021	Middle East	Red	Hybrid	Automatic	4.9	48,182	82,545	8,412	High
X1	2,012	Middle East	Grey	Petrol	Automatic	1.6	84,658	78,914	2,478	Low
7 Series	2,022	Europe	Blue	Diesel	Automatic	4	119,316	114,695	2,500	Low
X1	2,011	Middle East	Red	Hybrid	Automatic	2.3	103,530	57,593	4,255	Low
i8	2,017	Europe	Black	Hybrid	Manual	4	88,505	91,361	6,053	Low
i3	2,014	Middle East	Grey	Petrol	Automatic	4.5	38,991	106,855	2,107	Low
7 Series	2,024	North America	Silver	Hybrid	Automatic	1.9	156,392	58,300	1,331	Low
X6	2,010	Europe	Blue	Diesel	Automatic	2.3	58,286	46,128	5,090	Low
M3	2,012	Europe	Silver	Hybrid	Manual	1.6	112,266	42,942	464	Low
7 Series	2,019	North America	Blue	Hybrid	Manual	1.7	80,828	53,942	300	Low
M5	2,017	Middle East	Grey	Petrol	Automatic	1.6	140,933	46,381	3,432	Low
X6	2,013	Asia	Black	Electric	Manual	4.3	156,900	68,991	2,190	Low
i3	2,023	Middle East	Red	Diesel	Manual	2.5	111,818	98,614	4,452	Low
5 Series	2,016	North America	Black	Hybrid	Manual	3.2	89,755	64,641	7,667	High
X5	2,019	North America	Blue	Hybrid	Manual	4.3	22,185	53,742	9,660	High
7 Series	2,021	Africa	White	Hybrid	Manual	3.2	23,987	65,725	6,966	Low
X1	2,023	Africa	White	Hybrid	Manual	3	112,394	64,071	6,816	Low
X1	2,023	Asia	White	Petrol	Automatic	1.5	137,925	59,013	4,561	Low
3 Series	2,011	Asia	White	Petrol	Manual	3.5	106,407	76,297	318	Low
i3	2,016	Asia	Red	Electric	Automatic	1.9	188,621	78,163	9,964	High
3 Series	2,014	North America	Silver	Petrol	Automatic	4.2	98,124	44,534	9,055	High
X6	2,014	North America	Silver	Electric	Automatic	2.4	173,666	43,879	2,600	Low
i3	2,015	Middle East	Red	Electric	Automatic	3.9	178,684	59,301	2,687	Low
X6	2,022	Middle East	Blue	Hybrid	Manual	3.8	21,247	84,922	2,996	Low
i8	2,018	North America	Grey	Hybrid	Automatic	3.7	76,848	52,838	7,191	High
X1	2,023	North America	Blue	Diesel	Manual	2.4	54,410	57,186	9,848	High
X5	2,015	Asia	Silver	Diesel	Manual	2.4	130,368	71,347	2,549	Low
X6	2,021	Middle East	Silver	Petrol	Automatic	4.5	197,533	83,668	984	Low
5 Series	2,022	South America	Black	Electric	Manual	1.5	143,864	97,528	4,449	Low
M3	2,024	Middle East	Silver	Petrol	Automatic	2.1	115,373	40,596	2,729	Low
X3	2,023	Africa	Blue	Electric	Automatic	3.6	82,587	39,933	968	Low
i8	2,017	North America	Red	Petrol	Manual	4.4	98,975	40,543	4,922	Low
X1	2,016	Europe	Silver	Hybrid	Manual	2.8	197,643	95,549	6,581	Low
X6	2,018	North America	Silver	Electric	Automatic	3.8	39,156	108,998	4,560	Low
X6	2,013	Middle East	Silver	Hybrid	Manual	3.5	90,363	115,024	5,955	Low

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