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	2,014	Middle East	Black	Electric	Manual	4	104,917	77,255	6,079	Low
7 Series	2,015	Middle East	Silver	Diesel	Manual	3.3	6,786	57,460	9,329	High
i3	2,011	Middle East	Red	Electric	Manual	1.9	11,596	64,074	7,793	High
X1	2,015	Asia	Black	Petrol	Automatic	2	62,625	77,693	8,601	High
M3	2,011	North America	Blue	Diesel	Automatic	2.8	104,122	30,284	9,975	High
5 Series	2,012	Asia	Red	Petrol	Manual	2.7	175,566	39,482	6,417	Low
i8	2,011	Middle East	Black	Diesel	Manual	4.5	70,699	76,372	5,716	Low
X5	2,010	Asia	Silver	Diesel	Manual	3.5	24,168	104,481	5,987	Low
X6	2,021	South America	White	Electric	Manual	2.2	42,937	115,841	6,824	Low
X3	2,010	Africa	Blue	Hybrid	Automatic	1.6	83,067	80,592	6,725	Low
X3	2,018	Asia	Black	Electric	Automatic	1.9	125,361	74,074	6,395	Low
M3	2,022	Europe	Grey	Electric	Automatic	4	58,440	56,113	7,603	High
X1	2,013	Europe	Blue	Hybrid	Automatic	4.5	172,621	109,959	4,233	Low
3 Series	2,014	North America	White	Hybrid	Automatic	4.2	95,397	72,668	9,885	High
5 Series	2,019	Africa	Black	Petrol	Automatic	4.3	96,345	65,494	3,070	Low
X5	2,023	Asia	Red	Petrol	Manual	2.4	152,609	97,427	1,362	Low
7 Series	2,024	Africa	Red	Diesel	Automatic	5	18,859	42,226	942	Low
M3	2,016	North America	Black	Petrol	Automatic	1.8	139,062	119,414	2,772	Low
7 Series	2,024	North America	Red	Electric	Manual	4.4	113,467	61,607	6,602	Low
5 Series	2,011	North America	Grey	Diesel	Manual	1.8	57,326	92,557	1,243	Low
M3	2,021	Middle East	Silver	Diesel	Manual	2.4	95,082	47,483	7,663	High
5 Series	2,020	North America	Grey	Electric	Automatic	3.2	179,983	98,652	8,653	High
3 Series	2,019	Asia	Blue	Hybrid	Manual	1.7	8,094	117,752	2,191	Low
X3	2,018	Asia	White	Electric	Manual	2.9	20,137	106,570	1,387	Low
5 Series	2,021	Africa	Silver	Electric	Automatic	2.7	163,833	71,925	1,774	Low
X5	2,013	North America	Red	Diesel	Manual	3.8	171,982	107,418	1,725	Low
M5	2,019	Middle East	Silver	Diesel	Automatic	4	50,673	85,799	2,844	Low
M3	2,019	Asia	Red	Electric	Automatic	1.8	49,957	80,749	9,543	High
i3	2,022	North America	Red	Diesel	Manual	1.6	199,398	56,767	3,382	Low
X6	2,022	Middle East	Blue	Electric	Automatic	4.2	115,292	36,637	7,203	High
3 Series	2,010	Europe	White	Hybrid	Automatic	3.3	95,061	92,956	6,743	Low
X1	2,017	Europe	Grey	Electric	Automatic	3.4	7,517	69,187	2,350	Low
7 Series	2,013	Europe	Blue	Electric	Manual	4.9	68,255	70,706	6,482	Low
X6	2,016	Middle East	Red	Electric	Manual	3	79,472	86,423	5,472	Low
7 Series	2,012	North America	Silver	Petrol	Automatic	2.2	182,905	70,913	284	Low
i3	2,020	Africa	Black	Electric	Automatic	3.9	64,963	69,384	4,421	Low
5 Series	2,021	Middle East	Grey	Hybrid	Automatic	4.4	99,328	46,529	1,409	Low
5 Series	2,018	North America	Black	Petrol	Manual	3.3	85,733	90,051	4,547	Low
X5	2,024	South America	Grey	Diesel	Automatic	3.9	60,900	103,885	8,032	High
i8	2,022	South America	Grey	Diesel	Manual	3.3	138,865	75,657	153	Low
X5	2,014	Asia	White	Hybrid	Automatic	2.9	78,854	44,359	445	Low
7 Series	2,014	North America	Blue	Electric	Manual	1.6	122,667	78,256	2,896	Low
3 Series	2,012	Asia	Black	Electric	Automatic	2.1	113,696	78,806	7,008	High
M3	2,020	North America	Grey	Petrol	Manual	3.2	107,864	51,799	9,107	High
i8	2,018	Europe	Silver	Diesel	Manual	2.9	192,638	69,153	6,564	Low
M3	2,012	North America	White	Electric	Manual	4.5	47,640	31,570	2,280	Low
X5	2,011	Europe	Grey	Electric	Manual	1.9	33,229	104,686	6,337	Low
X1	2,020	Europe	Silver	Hybrid	Manual	1.7	195,897	44,628	7,216	High
7 Series	2,022	Middle East	Grey	Electric	Manual	1.8	57,483	97,958	249	Low
M5	2,018	South America	Red	Petrol	Manual	3.9	114,279	118,716	9,283	High
X6	2,021	Middle East	White	Hybrid	Manual	3.6	199,243	37,364	5,371	Low
i3	2,021	Africa	Blue	Petrol	Automatic	3.7	22,735	102,291	329	Low
7 Series	2,018	Middle East	Red	Electric	Automatic	2	131,850	105,327	5,048	Low
X6	2,019	Middle East	Black	Petrol	Automatic	3.3	65,732	36,279	4,892	Low
5 Series	2,021	South America	White	Diesel	Manual	4.2	99,164	52,374	776	Low
M3	2,022	North America	Blue	Diesel	Manual	3.9	139,585	110,909	5,599	Low
X5	2,013	Africa	Red	Diesel	Manual	3	95,795	42,396	5,870	Low
i3	2,013	South America	Red	Hybrid	Automatic	1.9	108,225	59,370	3,165	Low
M5	2,022	South America	Red	Petrol	Automatic	4.5	113,201	58,035	3,326	Low
X6	2,020	South America	Silver	Hybrid	Manual	3.3	68,036	113,947	7,388	High
X1	2,019	Europe	Blue	Electric	Automatic	4.6	157,387	50,326	6,343	Low
i8	2,024	South America	Blue	Electric	Manual	3	157,088	55,484	6,872	Low
3 Series	2,022	Asia	Red	Electric	Manual	2.3	50,489	101,927	8,366	High
X3	2,022	Middle East	Blue	Hybrid	Manual	2.6	32,649	92,209	4,820	Low
i3	2,015	Africa	Red	Diesel	Manual	3	138,804	69,504	5,628	Low
X1	2,018	Middle East	Black	Petrol	Automatic	3.6	197,808	103,882	7,686	High
5 Series	2,017	Europe	Black	Diesel	Automatic	4.2	109,730	53,334	2,593	Low
M5	2,019	South America	Silver	Diesel	Manual	2.3	170,086	89,536	6,952	Low
M3	2,012	North America	Blue	Hybrid	Manual	2.2	96,743	33,579	4,025	Low
7 Series	2,015	South America	Red	Electric	Manual	2.2	144,618	103,592	6,484	Low
M3	2,024	South America	White	Hybrid	Manual	4.8	178,096	46,837	8,108	High
X1	2,022	Middle East	Silver	Electric	Automatic	2.1	11,529	110,514	4,573	Low
M5	2,016	Asia	Black	Hybrid	Automatic	2.7	81,208	100,931	6,510	Low
M5	2,024	North America	Red	Hybrid	Manual	3.2	147,918	111,554	5,330	Low
X1	2,024	Europe	Black	Hybrid	Automatic	3.4	137,278	97,216	2,007	Low
X1	2,015	Europe	Blue	Hybrid	Automatic	4.5	160,165	66,355	2,648	Low
X1	2,012	Europe	Silver	Diesel	Automatic	1.9	61,756	68,013	2,919	Low
3 Series	2,023	Europe	White	Diesel	Manual	1.9	25,793	50,231	9,131	High
X1	2,023	Europe	White	Petrol	Manual	2.6	139,809	81,821	5,265	Low
X3	2,023	South America	Silver	Diesel	Manual	2.9	64,971	45,426	3,997	Low
i3	2,022	Europe	White	Electric	Automatic	2.8	45,393	34,307	3,160	Low
3 Series	2,022	South America	Blue	Electric	Manual	2.9	8,555	79,791	8,120	High
7 Series	2,018	South America	Grey	Hybrid	Manual	4.5	34,388	39,756	9,701	High
X3	2,013	Asia	Silver	Petrol	Automatic	4.4	51,325	75,815	9,315	High
7 Series	2,011	Middle East	Blue	Diesel	Automatic	4.3	79,061	68,479	4,280	Low
X5	2,018	South America	White	Electric	Automatic	4.1	145,019	42,018	5,384	Low
X3	2,012	South America	Red	Petrol	Automatic	1.6	126,829	69,114	9,544	High
M3	2,015	Middle East	Grey	Petrol	Automatic	2	112,340	79,030	983	Low
3 Series	2,014	Asia	Black	Diesel	Manual	4.1	3,682	43,428	2,318	Low
i8	2,023	South America	Black	Diesel	Automatic	3.6	196,197	89,134	622	Low
M3	2,022	Africa	Black	Hybrid	Manual	3.9	104,792	34,872	6,774	Low
3 Series	2,024	Europe	White	Petrol	Automatic	4	189,923	119,881	8,323	High
X1	2,011	Europe	Silver	Petrol	Manual	4.7	173,836	101,776	8,659	High
i3	2,010	North America	Black	Electric	Automatic	3.7	17,618	78,263	6,162	Low
X6	2,018	Europe	Red	Diesel	Automatic	2.5	20,366	52,812	3,269	Low
i8	2,012	Asia	Silver	Electric	Manual	1.8	187,977	64,275	2,401	Low
i3	2,016	Europe	Black	Electric	Manual	3	1,606	108,232	4,604	Low
i3	2,018	Africa	Black	Electric	Manual	4	103,274	80,706	4,659	Low
X5	2,018	Asia	Blue	Electric	Automatic	2.5	114,263	52,920	8,737	High
X6	2,021	Europe	Blue	Petrol	Automatic	1.9	40,953	46,654	3,833	Low

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