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
M3	2,020	Middle East	Black	Hybrid	Manual	3.4	119,838	51,203	3,883	Low
M5	2,020	South America	Grey	Petrol	Automatic	4.5	48,100	36,007	2,951	Low
3 Series	2,019	Middle East	Silver	Petrol	Automatic	3.4	101,303	60,440	7,815	High
3 Series	2,022	Middle East	Silver	Hybrid	Manual	3.6	55,792	76,072	8,935	High
X6	2,022	South America	Red	Diesel	Manual	3.1	175,287	35,222	7,710	High
M5	2,023	North America	Black	Petrol	Automatic	2	17,284	39,206	8,521	High
i8	2,024	Europe	Red	Petrol	Manual	3.4	124,534	109,439	3,554	Low
X6	2,010	South America	Silver	Hybrid	Manual	4.9	130,850	48,147	490	Low
5 Series	2,016	Europe	Black	Petrol	Manual	4.3	190,332	116,918	8,620	High
i8	2,012	Africa	Blue	Diesel	Automatic	4.1	37,004	33,841	3,661	Low
i3	2,019	Africa	White	Petrol	Manual	3.8	101,960	44,183	8,634	High
M5	2,017	Africa	White	Hybrid	Manual	2.7	14,750	67,537	9,445	High
i3	2,023	Europe	Red	Electric	Manual	2.1	103,290	31,936	4,368	Low
X1	2,021	Middle East	Black	Electric	Manual	2.3	68,239	118,267	7,134	High
X3	2,012	North America	Red	Electric	Automatic	1.5	155,573	71,033	5,436	Low
M5	2,010	Middle East	Red	Diesel	Automatic	3.9	168,915	37,339	5,131	Low
5 Series	2,014	South America	Grey	Hybrid	Automatic	4.3	114,222	65,248	3,035	Low
X3	2,011	Africa	Silver	Hybrid	Manual	2.4	84,655	91,563	5,456	Low
M5	2,020	Africa	Silver	Petrol	Automatic	1.8	117,456	62,836	9,935	High
M3	2,013	South America	White	Petrol	Automatic	2.7	71,985	91,942	2,267	Low
i3	2,010	Asia	Grey	Diesel	Automatic	2.5	12,434	83,413	8,797	High
M3	2,018	Middle East	Red	Petrol	Automatic	3.1	37,930	44,836	8,023	High
i3	2,015	Middle East	Black	Petrol	Manual	2.4	92,132	55,532	8,851	High
X6	2,017	North America	Black	Petrol	Manual	2.7	180,588	66,042	2,140	Low
3 Series	2,020	South America	Red	Petrol	Automatic	4.7	104,026	110,981	865	Low
i8	2,013	Middle East	White	Electric	Automatic	2.7	24,151	100,898	8,976	High
i8	2,018	Europe	Blue	Petrol	Manual	4.2	136,372	39,783	6,487	Low
X1	2,011	Asia	White	Petrol	Automatic	3.7	167,086	73,990	8,472	High
M3	2,018	North America	Red	Electric	Manual	2.7	139,320	102,342	1,309	Low
X6	2,021	Middle East	Grey	Petrol	Manual	4.4	43,272	31,857	1,308	Low
X1	2,014	Europe	Silver	Petrol	Automatic	3.6	138,072	75,890	2,475	Low
i3	2,022	Europe	White	Hybrid	Automatic	1.5	197,262	63,248	7,335	High
X1	2,015	Middle East	Silver	Petrol	Manual	1.7	1,562	98,740	3,900	Low
7 Series	2,012	South America	Silver	Hybrid	Manual	4.1	130,490	38,086	8,126	High
X1	2,013	Africa	Blue	Petrol	Automatic	3.1	197,804	110,766	6,034	Low
X3	2,015	North America	White	Diesel	Manual	2.9	143,365	43,874	7,567	High
X5	2,016	Africa	Grey	Petrol	Manual	2	52,774	53,192	5,880	Low
X1	2,010	Middle East	Silver	Diesel	Manual	2.1	124,943	66,887	4,734	Low
i3	2,016	Asia	Silver	Petrol	Manual	4.3	62,207	74,829	5,781	Low
X5	2,010	North America	Blue	Hybrid	Automatic	4.4	72,498	47,714	8,526	High
i3	2,014	North America	White	Electric	Automatic	3.5	12,060	102,733	8,562	High
M3	2,015	North America	Blue	Electric	Automatic	2.5	100,576	75,127	6,468	Low
5 Series	2,022	Asia	Grey	Electric	Manual	4.8	74,833	42,717	5,141	Low
X3	2,011	South America	White	Petrol	Automatic	3.7	125,795	91,040	2,649	Low
5 Series	2,024	Asia	Red	Hybrid	Automatic	4.3	131,048	100,371	9,043	High
M3	2,024	Africa	Grey	Hybrid	Automatic	1.5	119,040	93,160	5,976	Low
i3	2,022	Asia	White	Petrol	Manual	3.1	69,772	53,964	4,754	Low
7 Series	2,019	Middle East	Black	Diesel	Manual	4.5	193,413	40,452	6,015	Low
M3	2,018	Africa	Red	Electric	Manual	2.7	110,099	72,959	8,541	High
X1	2,023	Asia	Grey	Petrol	Automatic	4	60,517	116,077	5,625	Low
i8	2,019	South America	White	Hybrid	Manual	3.8	88,929	67,916	248	Low
M5	2,015	Europe	Red	Electric	Automatic	2	79,953	38,868	7,631	High
X1	2,016	Europe	Blue	Hybrid	Automatic	4.2	25,213	114,313	1,863	Low
3 Series	2,023	Asia	Blue	Electric	Automatic	1.9	43,974	49,948	6,704	Low
7 Series	2,024	Africa	Grey	Electric	Automatic	4	168,484	105,900	8,543	High
3 Series	2,019	Middle East	Red	Petrol	Automatic	5	63,989	102,231	4,030	Low
3 Series	2,024	North America	Silver	Hybrid	Automatic	4.9	461	72,166	3,211	Low
M5	2,017	South America	Black	Electric	Manual	4.3	191,437	109,482	9,505	High
5 Series	2,020	Asia	Silver	Diesel	Manual	3.4	170,048	112,425	3,643	Low
X3	2,024	Europe	White	Diesel	Automatic	3.9	38,199	79,132	7,121	High
i3	2,022	South America	Red	Hybrid	Manual	4	20,384	36,810	1,622	Low
X6	2,019	Asia	Black	Petrol	Manual	1.5	85,191	114,426	2,183	Low
X5	2,010	Africa	Red	Electric	Automatic	1.9	50,522	31,754	7,181	High
X3	2,023	North America	Blue	Hybrid	Manual	3.6	31,481	33,190	5,829	Low
X3	2,017	Asia	Grey	Petrol	Automatic	1.5	35,193	81,008	5,874	Low
M3	2,013	Europe	Red	Petrol	Manual	4.7	114,013	42,800	2,167	Low
7 Series	2,019	Africa	Black	Petrol	Manual	3.2	69,011	103,230	2,418	Low
X1	2,017	Asia	Grey	Diesel	Manual	2.4	123,400	56,890	4,809	Low
X6	2,022	Asia	Silver	Electric	Automatic	2.9	183,136	57,575	5,406	Low
i3	2,024	Africa	Silver	Hybrid	Manual	4.5	65,273	53,900	150	Low
M5	2,015	Middle East	Silver	Diesel	Manual	4.7	18,961	92,133	7,911	High
7 Series	2,020	Asia	White	Electric	Manual	1.9	158,910	53,773	6,812	Low
i8	2,018	Europe	Grey	Electric	Manual	4.2	166,674	71,494	7,127	High
7 Series	2,020	Asia	Grey	Electric	Automatic	3.5	153,732	57,753	287	Low
3 Series	2,013	South America	Red	Electric	Automatic	3.5	163,127	117,641	7,972	High
X6	2,011	Europe	Grey	Electric	Automatic	4.2	174,219	56,020	8,714	High
X1	2,023	South America	Blue	Petrol	Manual	2.3	145,856	80,098	5,055	Low
M5	2,011	Asia	Black	Diesel	Manual	3.4	100,549	61,036	7,113	High
i8	2,014	Africa	Silver	Hybrid	Automatic	2.6	5,328	63,358	4,704	Low
7 Series	2,019	Europe	Blue	Diesel	Manual	1.8	8,583	84,631	8,165	High
X5	2,018	Africa	Red	Electric	Manual	1.9	195,204	48,241	6,773	Low
7 Series	2,021	Middle East	White	Hybrid	Automatic	2	59,163	48,292	2,342	Low
X1	2,012	Middle East	Grey	Diesel	Automatic	3.7	185,806	90,671	8,148	High
X3	2,017	North America	Grey	Hybrid	Manual	1.9	181,339	82,505	5,723	Low
M5	2,013	Asia	Grey	Petrol	Automatic	3.5	115,031	100,748	2,194	Low
X6	2,015	Europe	Silver	Diesel	Automatic	3.6	55,385	56,487	5,838	Low
X3	2,019	South America	White	Hybrid	Automatic	4.7	111,687	88,518	5,804	Low
X1	2,015	Europe	Blue	Hybrid	Manual	3.7	164,194	110,436	2,304	Low
i3	2,012	North America	Red	Hybrid	Manual	4.9	76,879	80,726	6,204	Low
7 Series	2,023	Middle East	Blue	Petrol	Manual	1.6	113,222	98,443	4,353	Low
M3	2,014	Africa	Red	Electric	Manual	4	111,120	118,687	8,336	High
X3	2,021	North America	Red	Electric	Manual	1.6	43,570	39,826	9,630	High
M3	2,012	Africa	Grey	Electric	Manual	4.1	3,510	101,361	8,366	High
X6	2,020	Europe	White	Diesel	Manual	2.9	49,054	61,210	3,349	Low
7 Series	2,024	Europe	Grey	Electric	Automatic	3.6	170,682	115,819	9,758	High
X1	2,020	Africa	Silver	Diesel	Manual	2.6	117,318	89,863	7,452	High
3 Series	2,024	North America	Silver	Diesel	Manual	2.1	148,290	100,082	4,290	Low
7 Series	2,010	Asia	Black	Electric	Automatic	4	180,241	63,277	2,022	Low
X3	2,016	South America	Silver	Hybrid	Automatic	4.7	154,228	75,857	9,515	High
X5	2,013	Africa	Grey	Petrol	Automatic	2.1	36,048	46,896	5,496	Low

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