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	2,022	Europe	Grey	Diesel	Automatic	2.2	27,834	36,057	827	Low
i8	2,015	Africa	Blue	Diesel	Manual	3.4	185,741	54,735	1,172	Low
3 Series	2,012	Asia	Black	Hybrid	Manual	4.2	198,263	106,119	108	Low
5 Series	2,023	South America	Red	Hybrid	Automatic	4.4	116,677	99,064	8,037	High
X5	2,023	North America	Silver	Electric	Automatic	3.8	44,960	106,049	2,893	Low
i3	2,024	South America	Blue	Hybrid	Manual	2.5	45,509	115,138	3,119	Low
i8	2,017	Europe	White	Hybrid	Manual	4.4	104,721	53,252	9,283	High
X5	2,022	South America	Red	Petrol	Manual	4.1	169,309	79,098	1,005	Low
X1	2,024	Africa	Grey	Electric	Manual	4	112,536	43,197	1,510	Low
5 Series	2,015	Middle East	Red	Petrol	Manual	1.7	64,706	41,316	3,576	Low
X1	2,022	Europe	Blue	Electric	Automatic	1.7	73,133	80,792	1,736	Low
M5	2,020	North America	White	Electric	Automatic	3.9	194,797	82,234	9,057	High
M3	2,022	South America	Red	Petrol	Automatic	4.8	185,202	106,834	3,022	Low
X5	2,010	South America	Blue	Hybrid	Manual	4.2	121,767	118,740	174	Low
X5	2,024	South America	Red	Diesel	Automatic	4.4	74,169	39,674	7,769	High
3 Series	2,014	North America	White	Petrol	Automatic	3.4	44,804	95,356	7,759	High
i8	2,017	Middle East	Blue	Hybrid	Automatic	2.6	52,965	63,512	2,907	Low
i3	2,012	Asia	Blue	Hybrid	Manual	3.9	54,847	67,431	5,936	Low
i8	2,021	Asia	Blue	Hybrid	Manual	4	93,545	101,302	1,124	Low
3 Series	2,015	North America	White	Electric	Manual	3.9	73,420	90,613	4,870	Low
i8	2,014	Middle East	Silver	Petrol	Manual	4.8	123,369	118,586	9,321	High
X6	2,015	Europe	Grey	Electric	Automatic	2.8	153,088	118,908	6,005	Low
X3	2,019	South America	Grey	Petrol	Automatic	1.6	164,012	106,893	684	Low
3 Series	2,010	Asia	Grey	Hybrid	Automatic	4.7	151,653	89,331	6,010	Low
3 Series	2,016	Europe	Blue	Petrol	Automatic	2.1	137,159	36,180	7,647	High
i3	2,018	South America	Blue	Petrol	Manual	3.9	178,760	117,796	8,649	High
i8	2,011	Asia	Silver	Electric	Automatic	4.6	129,512	47,387	8,717	High
X1	2,019	Europe	Grey	Diesel	Manual	2.6	135,101	48,237	5,986	Low
M5	2,024	North America	Silver	Electric	Manual	4.4	183,341	103,303	8,665	High
X1	2,014	South America	White	Electric	Automatic	2.7	160,160	59,190	5,433	Low
X1	2,019	South America	Grey	Petrol	Automatic	4.3	21,412	41,080	9,695	High
X6	2,013	Asia	Silver	Diesel	Automatic	1.7	82,107	67,238	980	Low
3 Series	2,015	Africa	Grey	Petrol	Manual	3.8	20,086	83,623	4,460	Low
X3	2,015	South America	Black	Hybrid	Manual	3.9	45,360	66,588	3,861	Low
M5	2,020	Africa	Grey	Hybrid	Automatic	3.2	119,365	77,408	4,313	Low
X6	2,011	South America	White	Petrol	Manual	3.9	197,776	74,994	2,060	Low
M3	2,011	South America	Grey	Diesel	Automatic	4.7	42,774	81,716	1,525	Low
M3	2,013	Africa	Red	Diesel	Automatic	4.1	47,589	73,208	7,510	High
7 Series	2,010	North America	Silver	Electric	Automatic	4.9	115,035	70,665	5,741	Low
X5	2,018	Asia	Blue	Hybrid	Automatic	3.1	32,510	95,354	3,890	Low
3 Series	2,023	Middle East	Silver	Diesel	Automatic	3.3	123,776	62,651	8,392	High
X3	2,023	North America	Grey	Petrol	Automatic	2.4	75,370	43,529	7,861	High
i8	2,022	Europe	Silver	Hybrid	Manual	4.9	196,974	42,235	616	Low
5 Series	2,016	North America	Silver	Petrol	Automatic	1.7	42,920	60,946	7,944	High
i8	2,021	North America	White	Diesel	Automatic	2.8	89,254	76,184	5,072	Low
7 Series	2,016	Europe	Silver	Petrol	Manual	2.5	11,435	62,487	7,915	High
X5	2,024	Europe	Black	Petrol	Automatic	2.9	182,215	37,285	2,821	Low
i8	2,012	Europe	Black	Hybrid	Automatic	4.7	35,233	65,855	2,365	Low
M3	2,024	Middle East	Grey	Diesel	Automatic	2.8	170,933	60,486	2,507	Low
M3	2,020	Europe	Blue	Petrol	Manual	4.7	189,613	59,999	1,554	Low
M5	2,024	North America	Grey	Diesel	Manual	3	44,008	107,127	2,701	Low
X1	2,021	Middle East	Red	Electric	Manual	4.5	66,287	104,136	2,386	Low
X3	2,012	Middle East	Red	Hybrid	Manual	3.3	180,388	56,728	1,750	Low
X5	2,010	Europe	Black	Petrol	Manual	2.6	160,263	82,465	5,612	Low
7 Series	2,012	Africa	White	Hybrid	Automatic	3.1	96,960	55,812	1,544	Low
3 Series	2,012	Europe	Grey	Diesel	Automatic	3	47,734	59,557	957	Low
X6	2,013	Asia	Blue	Hybrid	Automatic	2.4	32,304	99,668	9,319	High
5 Series	2,013	Middle East	Red	Electric	Automatic	2.5	37,318	89,308	9,021	High
X6	2,012	Middle East	Red	Petrol	Automatic	2.2	120,062	79,434	3,822	Low
M5	2,019	Africa	Red	Diesel	Manual	2.7	173,881	61,542	3,560	Low
M3	2,021	Africa	White	Diesel	Manual	3.7	110,410	101,118	9,433	High
i3	2,017	Middle East	Grey	Diesel	Manual	2.9	46,013	65,814	8,698	High
3 Series	2,017	Europe	Blue	Hybrid	Manual	4	196,607	80,087	6,486	Low
X3	2,022	Europe	White	Hybrid	Manual	5	190,598	31,062	5,447	Low
i3	2,022	Middle East	Black	Diesel	Automatic	2.8	65,524	92,658	3,418	Low
X6	2,010	Middle East	Silver	Electric	Manual	3.1	20,179	37,344	2,564	Low
X5	2,016	South America	Blue	Hybrid	Automatic	2.1	166,638	63,454	5,304	Low
M3	2,020	Africa	Black	Electric	Manual	2.9	167,841	103,156	7,927	High
7 Series	2,011	Middle East	White	Diesel	Manual	4	1,787	54,917	693	Low
7 Series	2,010	Africa	White	Hybrid	Automatic	2.3	89,847	89,383	7,231	High
X5	2,012	Europe	Grey	Diesel	Manual	2.1	4,670	104,300	9,375	High
X5	2,013	South America	Grey	Diesel	Manual	2.8	35,607	108,668	9,278	High
7 Series	2,022	Europe	Red	Electric	Automatic	4.4	164,232	75,764	7,611	High
X1	2,015	North America	Silver	Electric	Automatic	3.7	13,206	103,053	2,409	Low
M5	2,019	Asia	White	Electric	Manual	4.9	145,455	38,786	5,191	Low
i3	2,023	Africa	Grey	Petrol	Manual	4.7	12,240	52,422	4,371	Low
i8	2,014	North America	Grey	Hybrid	Manual	2	53,303	48,698	6,061	Low
M3	2,024	North America	White	Electric	Manual	1.6	108,070	30,086	5,310	Low
i8	2,024	North America	Blue	Petrol	Automatic	2.9	163,681	81,865	3,913	Low
5 Series	2,023	North America	Black	Diesel	Manual	3.3	90,740	63,245	5,471	Low
X6	2,013	South America	White	Diesel	Automatic	3.3	167,909	33,437	1,382	Low
M5	2,017	North America	White	Electric	Automatic	2	55,589	54,968	4,467	Low
X3	2,020	Africa	Red	Electric	Manual	1.9	78,589	65,900	2,378	Low
i8	2,021	Africa	Silver	Diesel	Manual	1.7	169,352	100,548	2,095	Low
X6	2,023	Middle East	White	Hybrid	Automatic	4.5	170,830	102,740	1,244	Low
X3	2,013	Africa	Grey	Electric	Manual	4.8	112,959	46,537	6,239	Low
M5	2,022	Asia	White	Hybrid	Manual	1.9	57,053	102,761	5,718	Low
M3	2,019	Europe	Black	Diesel	Automatic	2.2	188,892	47,914	3,655	Low
M5	2,021	Africa	Blue	Hybrid	Automatic	1.8	69,497	106,958	3,333	Low
X6	2,022	Middle East	Blue	Petrol	Manual	4.6	192,672	53,973	5,566	Low
i3	2,011	South America	White	Hybrid	Manual	4.9	20,101	91,237	7,139	High
X6	2,024	Europe	Blue	Diesel	Automatic	2.4	58,652	58,735	8,552	High
M5	2,012	North America	Blue	Hybrid	Manual	2.6	137,746	73,258	2,374	Low
i8	2,015	Europe	White	Electric	Manual	2.8	23,268	32,730	8,659	High
X6	2,017	Africa	Silver	Electric	Manual	3.3	22,938	104,280	2,121	Low
M5	2,017	Africa	Red	Hybrid	Manual	3.9	69,322	37,728	4,529	Low
5 Series	2,024	Middle East	Silver	Electric	Automatic	3.3	65,257	106,995	3,825	Low
7 Series	2,020	Middle East	Black	Electric	Manual	4.8	172,040	43,055	5,688	Low
3 Series	2,024	North America	Blue	Diesel	Automatic	1.8	134,607	75,541	7,089	High
X1	2,018	Africa	Blue	Electric	Manual	4.3	83,570	92,888	7,478	High

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