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	2,020	South America	White	Electric	Manual	4.6	52,155	75,678	9,659	High
3 Series	2,014	South America	Grey	Petrol	Manual	2	196,500	65,948	6,626	Low
i3	2,012	South America	Red	Hybrid	Manual	1.8	66,420	117,361	2,882	Low
X6	2,015	Africa	White	Petrol	Manual	4.9	86,239	69,832	2,229	Low
X5	2,023	Middle East	Grey	Electric	Manual	3.5	162,082	74,518	2,636	Low
M3	2,010	North America	Black	Electric	Automatic	4.4	147,584	42,994	9,573	High
X3	2,017	North America	Red	Electric	Automatic	3.1	88,696	95,779	9,159	High
7 Series	2,022	Europe	Black	Hybrid	Automatic	3	89,617	70,794	8,829	High
M5	2,013	Europe	Red	Hybrid	Automatic	4.7	192,274	47,923	6,218	Low
7 Series	2,015	Middle East	Blue	Petrol	Manual	5	74,543	93,582	6,073	Low
X6	2,011	Europe	Black	Electric	Automatic	3.7	185,403	45,797	8,080	High
3 Series	2,011	Asia	Silver	Hybrid	Automatic	4.7	11,319	112,358	4,883	Low
M3	2,017	Europe	Red	Petrol	Automatic	4.5	18,096	46,911	5,839	Low
i3	2,023	Europe	Grey	Electric	Automatic	3.4	170,375	58,680	6,194	Low
X3	2,010	Middle East	Grey	Hybrid	Automatic	4.8	161,861	70,832	2,872	Low
7 Series	2,017	South America	Silver	Petrol	Automatic	2.2	176,998	93,784	3,535	Low
i3	2,024	Asia	Red	Hybrid	Manual	4.6	179,820	44,297	6,995	Low
i3	2,019	North America	Grey	Petrol	Automatic	2.6	22,667	52,508	8,381	High
i8	2,019	South America	Red	Hybrid	Automatic	1.6	20,110	75,301	1,395	Low
i3	2,024	Africa	Red	Hybrid	Automatic	4.3	61,618	103,555	344	Low
M3	2,010	North America	Blue	Electric	Manual	4.8	163,779	71,343	8,746	High
X6	2,024	Middle East	Blue	Petrol	Manual	2.3	19,849	82,830	2,941	Low
X6	2,018	Europe	Red	Hybrid	Manual	3.4	174,621	47,711	6,031	Low
X1	2,010	Europe	Blue	Petrol	Automatic	4.1	69,734	36,413	8,784	High
M3	2,013	Europe	Grey	Electric	Automatic	2.7	156,845	107,467	9,065	High
i8	2,018	Middle East	Blue	Hybrid	Automatic	2	57,803	82,768	8,740	High
3 Series	2,010	Asia	Silver	Petrol	Automatic	2.9	173,865	88,944	6,777	Low
M3	2,018	Europe	Black	Diesel	Manual	3.1	183,047	72,916	567	Low
i3	2,023	Africa	Grey	Electric	Manual	4.1	194,746	102,198	5,731	Low
X5	2,017	Middle East	Silver	Petrol	Manual	2.2	129,861	67,723	8,505	High
7 Series	2,014	Asia	White	Petrol	Automatic	4.4	177,021	115,977	413	Low
i3	2,015	Middle East	Black	Petrol	Manual	3.3	143,062	51,143	778	Low
X5	2,014	Asia	Black	Hybrid	Manual	4.7	44,337	64,796	3,145	Low
5 Series	2,013	Asia	Silver	Hybrid	Manual	3.5	180,102	65,917	1,185	Low
M5	2,021	Asia	Silver	Hybrid	Manual	3.1	72,544	41,679	3,874	Low
X3	2,019	Europe	Red	Petrol	Manual	2.5	196,020	41,088	6,451	Low
M5	2,024	North America	White	Petrol	Manual	1.9	134	106,698	2,975	Low
i8	2,024	South America	Red	Hybrid	Manual	2.8	33,119	65,706	1,440	Low
X6	2,023	Europe	Red	Hybrid	Automatic	2.9	15,603	86,620	8,605	High
X5	2,022	North America	Grey	Petrol	Manual	3.5	72,028	116,090	1,705	Low
3 Series	2,021	Europe	Blue	Diesel	Manual	4.5	71,069	109,522	7,255	High
i8	2,013	Middle East	Black	Hybrid	Manual	3.1	44,151	95,068	999	Low
X5	2,023	North America	Red	Petrol	Automatic	2.6	140,364	73,218	8,108	High
X1	2,019	South America	Blue	Electric	Automatic	4.6	180,517	56,032	6,677	Low
X1	2,017	South America	Red	Petrol	Automatic	4.1	142,574	73,607	7,200	High
M3	2,017	North America	Blue	Diesel	Manual	2.6	177,914	48,044	7,525	High
X5	2,018	Africa	Grey	Diesel	Automatic	2.1	55,121	105,654	4,904	Low
i8	2,012	South America	Red	Petrol	Manual	2.5	122,909	67,033	8,612	High
X1	2,019	Africa	White	Diesel	Automatic	1.9	136,421	119,224	9,849	High
X3	2,024	Middle East	Silver	Petrol	Manual	4.7	18,205	88,531	7,346	High
i3	2,017	Asia	Silver	Petrol	Manual	3.6	41,789	79,634	2,486	Low
5 Series	2,024	Middle East	Black	Hybrid	Manual	4.5	178,460	47,971	7,410	High
5 Series	2,012	Middle East	Black	Electric	Automatic	4.4	38,448	102,088	8,468	High
3 Series	2,011	Africa	Red	Petrol	Manual	2	179,628	54,530	9,322	High
i8	2,011	Asia	Red	Electric	Automatic	3.1	99,250	78,341	7,185	High
5 Series	2,018	Middle East	White	Hybrid	Automatic	4.9	43,155	72,756	5,321	Low
X1	2,013	South America	White	Hybrid	Automatic	2.3	61,854	79,743	6,173	Low
5 Series	2,014	North America	White	Hybrid	Automatic	1.7	8,238	104,159	3,108	Low
X3	2,011	Asia	White	Diesel	Manual	2.7	175,186	101,426	4,889	Low
X6	2,018	South America	Silver	Diesel	Manual	3.3	62,764	108,687	3,072	Low
X1	2,016	North America	Silver	Petrol	Manual	1.7	77,112	73,508	966	Low
X1	2,012	Middle East	Grey	Hybrid	Manual	3	34,262	42,538	829	Low
X6	2,015	South America	Black	Petrol	Automatic	2.4	70,400	31,975	4,653	Low
3 Series	2,016	Middle East	Grey	Diesel	Automatic	2.2	147,830	107,989	4,661	Low
X3	2,023	Asia	Black	Petrol	Manual	2.4	171,318	84,251	9,731	High
i8	2,021	Europe	Silver	Petrol	Automatic	1.9	78,577	55,933	3,780	Low
M3	2,015	Middle East	Black	Petrol	Manual	1.8	82,878	70,234	9,175	High
M5	2,019	Europe	Silver	Petrol	Manual	3.6	157,670	57,325	9,974	High
i8	2,020	Middle East	Blue	Electric	Automatic	4.8	113,513	42,810	4,554	Low
X5	2,019	Middle East	Red	Diesel	Manual	4.3	21,303	72,700	9,881	High
3 Series	2,015	South America	Silver	Hybrid	Automatic	4.4	27,370	89,623	3,702	Low
5 Series	2,022	Asia	Red	Electric	Automatic	4.1	105,056	46,124	720	Low
M3	2,024	Middle East	Silver	Electric	Manual	4.8	98,479	63,027	9,223	High
X3	2,017	Asia	White	Electric	Manual	4.8	67,476	90,091	6,974	Low
M5	2,023	Middle East	Blue	Petrol	Manual	4.2	120,272	43,886	2,890	Low
X3	2,017	North America	Black	Diesel	Automatic	4	172,111	64,044	2,498	Low
5 Series	2,014	North America	Grey	Diesel	Manual	2.6	26,599	117,534	3,201	Low
X5	2,023	Africa	Black	Diesel	Automatic	1.8	125,631	75,739	7,794	High
X5	2,013	Asia	Red	Hybrid	Manual	1.8	18,220	64,418	8,464	High
3 Series	2,020	North America	Silver	Hybrid	Automatic	4.1	117,164	102,881	8,754	High
X3	2,014	North America	Black	Petrol	Manual	1.6	112,839	108,562	6,705	Low
M5	2,018	Europe	Red	Diesel	Manual	4.4	139,049	112,316	7,759	High
i3	2,021	Africa	Blue	Diesel	Manual	2.8	177,624	63,295	5,159	Low
X6	2,019	South America	Silver	Petrol	Automatic	2.2	166,335	63,836	4,542	Low
i3	2,015	North America	Black	Electric	Automatic	2.9	41,438	42,757	1,691	Low
i3	2,012	North America	Black	Petrol	Manual	4	135,347	74,730	144	Low
i8	2,012	North America	Black	Hybrid	Automatic	2.5	130,343	91,964	5,087	Low
7 Series	2,023	Middle East	Grey	Diesel	Manual	2.1	92,479	61,925	6,159	Low
5 Series	2,010	Europe	Blue	Hybrid	Manual	4.1	4,453	69,989	6,699	Low
i8	2,024	Europe	Black	Diesel	Automatic	4.6	155,759	34,116	1,270	Low
M5	2,024	North America	Grey	Hybrid	Manual	3.5	187,371	84,352	5,709	Low
3 Series	2,014	Africa	Blue	Electric	Automatic	3.3	132,466	115,092	7,121	High
X3	2,015	South America	Black	Electric	Manual	4.1	137,650	98,257	3,359	Low
7 Series	2,017	Africa	Silver	Petrol	Automatic	4.1	64,833	56,335	9,846	High
M3	2,020	South America	Black	Diesel	Automatic	1.5	91,155	34,213	8,859	High
M5	2,018	Europe	Black	Hybrid	Automatic	2.5	30,787	108,706	2,097	Low
3 Series	2,016	Asia	Red	Hybrid	Automatic	4.8	39,266	69,615	3,352	Low
X6	2,010	Africa	Silver	Electric	Manual	4.9	113,467	113,580	1,065	Low
i3	2,016	South America	Black	Electric	Automatic	3.3	35,125	109,879	2,353	Low
M3	2,019	South America	Grey	Electric	Manual	3.5	90,559	34,781	8,199	High

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