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
M5	2,024	Middle East	Grey	Petrol	Automatic	2.1	92,404	117,104	3,874	Low
5 Series	2,020	Middle East	White	Petrol	Automatic	3.1	127,423	54,350	7,655	High
3 Series	2,019	North America	Red	Electric	Manual	4.5	76,810	50,816	1,422	Low
7 Series	2,016	Asia	Grey	Diesel	Manual	3.5	111,962	102,465	3,800	Low
3 Series	2,014	South America	White	Hybrid	Manual	3.3	7,004	116,955	2,188	Low
i8	2,011	North America	Blue	Petrol	Manual	1.8	194,709	76,088	1,292	Low
M3	2,021	Middle East	White	Electric	Manual	4.9	142,332	76,489	1,990	Low
M3	2,021	South America	Silver	Petrol	Automatic	2.7	170,758	108,848	4,795	Low
3 Series	2,021	Africa	White	Hybrid	Manual	2.4	148,820	72,755	5,634	Low
M5	2,013	Africa	Silver	Electric	Automatic	2.9	665	107,653	4,454	Low
X6	2,022	Europe	Red	Petrol	Manual	2.9	10,577	81,717	6,096	Low
i3	2,020	Middle East	Red	Diesel	Manual	3.1	48,151	49,970	7,602	High
i8	2,014	Asia	Black	Diesel	Manual	3.9	3,593	48,586	6,058	Low
3 Series	2,015	North America	Blue	Electric	Manual	4.5	190,476	43,670	9,598	High
X3	2,014	Africa	Silver	Electric	Manual	1.7	132,574	34,570	3,580	Low
3 Series	2,019	Africa	Black	Diesel	Automatic	3.2	23,569	90,112	963	Low
X5	2,020	Europe	Blue	Petrol	Manual	2.9	68,746	84,946	8,777	High
M3	2,024	Middle East	Black	Hybrid	Automatic	1.5	182,969	53,328	9,097	High
7 Series	2,010	North America	White	Hybrid	Manual	4.4	6,047	89,721	5,862	Low
M3	2,010	Africa	White	Hybrid	Manual	1.9	49,172	42,755	3,620	Low
3 Series	2,024	Asia	Red	Hybrid	Manual	1.9	64,296	117,711	7,753	High
i8	2,012	Africa	Silver	Petrol	Automatic	1.7	178,034	92,198	6,916	Low
i3	2,018	Europe	Red	Petrol	Automatic	2.2	46,553	79,620	6,841	Low
5 Series	2,020	Asia	Grey	Petrol	Automatic	2.1	162,349	101,834	9,393	High
5 Series	2,011	South America	Black	Electric	Manual	2.7	183,863	82,772	464	Low
X6	2,019	Europe	Grey	Hybrid	Manual	3.8	52,743	88,641	6,033	Low
X6	2,014	Africa	Red	Petrol	Automatic	1.7	193,443	84,452	2,091	Low
7 Series	2,018	Asia	Grey	Diesel	Manual	4.5	127,347	98,613	5,756	Low
M3	2,016	Europe	Grey	Petrol	Manual	2.6	44,117	64,546	427	Low
i8	2,020	Europe	White	Diesel	Manual	3.6	4,588	49,054	8,751	High
5 Series	2,017	South America	White	Diesel	Manual	1.5	142,775	38,337	3,438	Low
X1	2,011	Africa	Red	Diesel	Manual	2.8	73,714	40,149	3,407	Low
X5	2,014	North America	Grey	Electric	Automatic	1.5	124,858	50,290	2,786	Low
X1	2,018	Europe	Silver	Hybrid	Automatic	2.1	132,749	44,098	9,316	High
X1	2,010	Middle East	Red	Diesel	Automatic	3.1	133,164	104,912	2,294	Low
3 Series	2,010	South America	Red	Hybrid	Manual	3.4	124,638	109,669	5,493	Low
X3	2,019	Europe	Red	Petrol	Automatic	2	73,286	66,234	1,396	Low
X3	2,017	Europe	Grey	Hybrid	Automatic	4.1	185,766	115,491	6,133	Low
X5	2,011	North America	White	Petrol	Automatic	2.2	103,018	71,764	5,026	Low
X3	2,018	Asia	Red	Diesel	Automatic	1.9	6,100	80,867	4,170	Low
5 Series	2,019	North America	Blue	Petrol	Manual	2.7	142,520	100,250	7,699	High
3 Series	2,018	Africa	Blue	Petrol	Automatic	3.4	106,859	79,960	9,584	High
5 Series	2,013	Africa	White	Diesel	Manual	5	14,538	32,587	4,927	Low
X3	2,011	Asia	White	Electric	Automatic	3	47,476	69,971	9,917	High
M3	2,012	Africa	Red	Hybrid	Automatic	3	6,629	54,975	5,344	Low
X5	2,019	South America	White	Petrol	Manual	1.7	120,743	52,906	3,733	Low
i3	2,010	Asia	Red	Electric	Automatic	4.2	139,690	97,156	6,765	Low
i8	2,012	Asia	Blue	Petrol	Manual	2.1	15,064	106,314	2,392	Low
M3	2,014	North America	Grey	Diesel	Manual	4.1	95,088	95,550	7,028	High
X5	2,012	Europe	White	Electric	Manual	4.7	4,279	35,379	7,312	High
i3	2,012	North America	Grey	Diesel	Automatic	4.2	52,323	88,555	9,362	High
X3	2,019	South America	White	Electric	Manual	3.7	114,532	109,401	809	Low
M3	2,015	South America	Blue	Hybrid	Manual	3.6	198,557	100,324	5,584	Low
X5	2,012	North America	Blue	Hybrid	Automatic	3.1	190,235	30,917	9,921	High
X1	2,012	Europe	White	Hybrid	Automatic	2	151,747	48,134	5,788	Low
7 Series	2,024	Europe	Red	Diesel	Automatic	4.2	9,128	64,705	6,268	Low
X5	2,018	Asia	White	Electric	Manual	3.2	158,028	77,216	8,430	High
i3	2,011	North America	Grey	Hybrid	Manual	3.7	115,749	45,460	3,773	Low
M5	2,010	Middle East	Silver	Hybrid	Automatic	2.8	149,300	70,869	3,577	Low
5 Series	2,019	North America	White	Hybrid	Automatic	2.2	30,691	68,011	7,556	High
5 Series	2,017	North America	Red	Diesel	Automatic	4.3	75,731	47,662	1,429	Low
M5	2,022	Middle East	Blue	Hybrid	Automatic	2.7	108,522	50,803	582	Low
X6	2,023	Asia	White	Diesel	Automatic	4.5	141,429	79,602	2,492	Low
i8	2,012	North America	Black	Petrol	Automatic	4.9	11,074	46,668	2,581	Low
X5	2,016	Europe	Blue	Petrol	Automatic	4.4	143,114	115,553	7,774	High
7 Series	2,011	Europe	White	Diesel	Automatic	1.9	25,949	67,081	3,436	Low
i3	2,020	South America	Black	Electric	Automatic	4.5	44,620	118,877	6,107	Low
X3	2,020	Europe	Silver	Electric	Automatic	3.3	40,094	72,046	2,439	Low
5 Series	2,021	Middle East	White	Diesel	Manual	2.3	199,851	113,882	3,321	Low
M5	2,017	Middle East	Blue	Electric	Automatic	1.8	27,044	79,668	5,790	Low
X3	2,018	Asia	White	Electric	Manual	2.5	57,820	72,371	7,082	High
M3	2,017	South America	Black	Diesel	Manual	2	186,388	62,536	5,915	Low
X1	2,017	South America	Red	Electric	Manual	1.6	53,390	69,470	3,405	Low
i8	2,017	Africa	Blue	Petrol	Automatic	5	69,865	88,794	7,172	High
X6	2,023	Africa	Black	Hybrid	Automatic	4.4	150,902	72,166	902	Low
5 Series	2,016	North America	Red	Diesel	Automatic	4.1	138,122	66,345	1,085	Low
i8	2,011	Africa	Red	Electric	Automatic	2.2	113,121	67,588	7,337	High
X3	2,017	Middle East	Red	Hybrid	Manual	1.6	120,071	89,281	6,002	Low
5 Series	2,014	Asia	Black	Electric	Manual	3.2	186,977	95,105	8,740	High
M3	2,015	Middle East	Grey	Hybrid	Manual	4.1	96,872	47,447	8,586	High
M5	2,013	North America	Grey	Electric	Manual	4.9	51,507	55,280	9,535	High
X6	2,010	North America	Silver	Electric	Manual	4.5	101,425	69,229	7,541	High
X5	2,022	South America	Blue	Electric	Automatic	4.6	147,823	73,850	8,532	High
i8	2,014	North America	Red	Diesel	Automatic	2.3	83,167	105,913	1,548	Low
X1	2,012	Asia	Black	Diesel	Automatic	2	6,481	48,308	4,780	Low
X1	2,018	Africa	Grey	Electric	Automatic	2.4	94,187	35,003	8,516	High
3 Series	2,013	Africa	Grey	Electric	Manual	2	76,825	71,472	6,731	Low
X5	2,019	Europe	Red	Hybrid	Automatic	4.3	188,978	41,825	8,469	High
X5	2,011	North America	Black	Petrol	Automatic	4.7	66,191	50,126	5,808	Low
X6	2,013	Europe	Blue	Electric	Automatic	2.6	118,568	46,997	9,203	High
3 Series	2,012	Europe	Grey	Petrol	Manual	4.6	192,563	34,413	9,391	High
X1	2,012	Africa	White	Petrol	Automatic	1.7	129,400	98,976	9,145	High
3 Series	2,014	Asia	Silver	Electric	Manual	3.9	95,076	88,522	7,743	High
i8	2,010	Middle East	Black	Hybrid	Automatic	3.3	185,811	76,123	9,854	High
X6	2,014	South America	Grey	Diesel	Automatic	2.5	4,914	66,755	8,954	High
X5	2,017	Europe	Red	Hybrid	Automatic	4.2	156,474	53,970	7,121	High
5 Series	2,024	Middle East	Grey	Electric	Automatic	2.2	51,961	61,196	5,927	Low
M5	2,024	Middle East	Black	Electric	Automatic	3	102,862	64,573	7,523	High
5 Series	2,019	Asia	White	Electric	Automatic	4	161,731	51,326	9,261	High
3 Series	2,021	Middle East	White	Hybrid	Automatic	2.7	105,205	60,279	910	Low

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