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
7 Series	2,024	Africa	Blue	Petrol	Automatic	4.4	148,369	34,083	3,879	Low
M5	2,012	Asia	White	Hybrid	Automatic	3.8	187,745	61,788	342	Low
X3	2,013	Middle East	Red	Hybrid	Manual	4.9	99,941	96,476	7,116	High
X3	2,011	Africa	Grey	Electric	Manual	3.6	99,928	33,045	816	Low
i3	2,012	Asia	Black	Hybrid	Automatic	1.7	23,475	46,378	5,862	Low
i8	2,018	Middle East	Red	Petrol	Automatic	3.5	128,946	31,786	1,427	Low
X6	2,012	Middle East	Silver	Hybrid	Manual	2.5	82,145	64,086	144	Low
X5	2,020	Europe	Blue	Petrol	Automatic	2.8	45,691	90,039	1,196	Low
i3	2,014	Middle East	Blue	Electric	Manual	3.1	20,529	33,017	1,032	Low
5 Series	2,011	South America	Silver	Petrol	Manual	4.2	79,148	37,090	4,596	Low
X6	2,013	North America	Blue	Hybrid	Automatic	3.3	38,742	51,853	7,435	High
M3	2,021	Middle East	White	Petrol	Manual	3.2	83,500	89,585	7,822	High
3 Series	2,022	South America	Grey	Diesel	Manual	2.6	156,485	84,882	3,768	Low
i3	2,016	South America	Grey	Petrol	Automatic	3.4	123,750	99,548	1,060	Low
3 Series	2,023	South America	Silver	Diesel	Manual	2.4	180,114	55,188	4,381	Low
M3	2,016	North America	Black	Diesel	Automatic	2.4	188,324	118,521	6,306	Low
X5	2,021	Europe	Silver	Electric	Manual	4.2	48,301	85,514	8,352	High
X1	2,012	Middle East	White	Petrol	Manual	2.7	75,350	80,893	106	Low
X6	2,014	Europe	Red	Hybrid	Manual	1.7	142,926	85,753	2,446	Low
3 Series	2,010	Asia	White	Electric	Automatic	2.7	22,145	117,918	5,965	Low
i3	2,019	North America	Silver	Diesel	Automatic	3.7	37,720	99,315	2,878	Low
i3	2,019	Middle East	Red	Diesel	Manual	4.3	87,019	68,068	400	Low
7 Series	2,019	Europe	Black	Hybrid	Automatic	4.9	184,135	60,516	1,319	Low
i3	2,020	Middle East	Silver	Hybrid	Automatic	4.1	192,571	95,319	879	Low
X6	2,010	Middle East	Black	Petrol	Manual	3	70,724	119,553	198	Low
X1	2,014	Africa	White	Electric	Automatic	2.5	112,292	107,748	7,511	High
M3	2,022	Asia	Silver	Diesel	Manual	2	12,883	91,120	3,314	Low
X3	2,019	Europe	White	Diesel	Manual	3.7	89,423	56,765	4,432	Low
M3	2,018	Europe	Blue	Hybrid	Automatic	3.3	340	38,432	9,119	High
X1	2,010	North America	Silver	Hybrid	Manual	3.9	165,540	32,849	4,913	Low
X3	2,010	North America	Silver	Diesel	Automatic	2.3	198,329	54,374	1,628	Low
M3	2,013	North America	Red	Petrol	Automatic	2.6	141,878	107,420	5,145	Low
X3	2,013	Middle East	Silver	Electric	Manual	2.5	157,204	54,365	7,186	High
i8	2,011	Asia	White	Petrol	Automatic	4.3	56,545	112,710	1,921	Low
X6	2,018	Middle East	Black	Petrol	Automatic	2.1	72,071	70,939	2,836	Low
X1	2,023	Europe	White	Electric	Automatic	3.6	51,565	44,095	8,413	High
M3	2,018	Middle East	Grey	Electric	Manual	1.7	132,446	73,295	152	Low
X1	2,022	South America	Black	Petrol	Automatic	3.4	146,580	119,606	449	Low
X1	2,022	Europe	Blue	Electric	Manual	1.7	102,210	82,651	5,419	Low
5 Series	2,011	Europe	White	Hybrid	Automatic	2.1	21,690	54,144	2,072	Low
i8	2,023	South America	Blue	Petrol	Manual	1.9	129,148	57,268	5,193	Low
X5	2,018	Middle East	Grey	Electric	Manual	2.7	118,702	58,350	7,914	High
X1	2,024	Middle East	Grey	Petrol	Manual	2.7	86,356	67,515	5,280	Low
M3	2,015	Middle East	Black	Hybrid	Automatic	4.4	81,116	30,583	7,519	High
X6	2,017	North America	Red	Electric	Manual	2.3	139,039	78,427	4,163	Low
X5	2,019	Middle East	Blue	Hybrid	Manual	1.8	150,201	55,095	9,638	High
X5	2,022	South America	Black	Petrol	Automatic	3.6	139,888	41,319	2,966	Low
X1	2,024	Europe	Grey	Hybrid	Manual	3.9	159,897	31,044	2,651	Low
M5	2,022	Middle East	Black	Petrol	Automatic	2.5	67,084	118,096	7,658	High
7 Series	2,013	Asia	White	Electric	Automatic	3.6	179,982	85,237	5,930	Low
X6	2,011	Asia	Red	Petrol	Automatic	4.2	196,848	114,728	1,894	Low
X3	2,011	Asia	Grey	Electric	Manual	2.7	10,400	103,653	4,777	Low
5 Series	2,018	Middle East	Blue	Petrol	Automatic	3.3	73,151	116,733	3,057	Low
M5	2,010	South America	Silver	Electric	Automatic	2	96,437	109,719	5,336	Low
X5	2,021	Asia	Black	Electric	Automatic	1.6	137,844	69,840	278	Low
3 Series	2,016	South America	Red	Electric	Manual	4.9	71,822	72,255	1,022	Low
X6	2,020	North America	Blue	Diesel	Manual	2.5	46,419	70,753	7,184	High
i3	2,023	Africa	Silver	Electric	Manual	2.5	99,507	91,459	6,392	Low
i8	2,012	Asia	Blue	Diesel	Manual	4.9	52,550	113,500	4,381	Low
M5	2,012	South America	Grey	Diesel	Manual	4	90,211	109,479	7,302	High
X3	2,011	Middle East	Grey	Electric	Automatic	3.5	66,730	100,940	7,512	High
X3	2,023	North America	Blue	Electric	Manual	3.9	72,908	75,562	4,518	Low
X1	2,019	Europe	White	Petrol	Manual	4	113,156	34,347	2,091	Low
5 Series	2,015	South America	Red	Hybrid	Manual	4.2	148,613	107,966	1,757	Low
i8	2,022	Middle East	White	Hybrid	Automatic	1.7	126,468	59,954	3,225	Low
X3	2,019	Europe	Blue	Hybrid	Manual	2.9	151,980	38,796	243	Low
M3	2,011	Asia	Blue	Hybrid	Automatic	2.5	61,990	105,588	7,280	High
X1	2,019	North America	Blue	Electric	Manual	1.7	162,666	68,908	9,354	High
i8	2,024	North America	Grey	Electric	Manual	2.9	70,389	117,148	9,166	High
i3	2,013	Europe	Black	Hybrid	Manual	3.7	118,149	92,561	4,483	Low
5 Series	2,019	Middle East	White	Petrol	Manual	2.1	165,706	35,665	9,934	High
5 Series	2,018	Middle East	Blue	Electric	Automatic	2.6	50,650	104,601	5,380	Low
i8	2,018	Africa	Blue	Diesel	Automatic	3.7	64,015	106,998	8,254	High
i8	2,015	Asia	Silver	Petrol	Manual	3.5	185,196	40,826	3,672	Low
X5	2,022	North America	White	Petrol	Automatic	4.5	73,410	110,609	3,437	Low
3 Series	2,013	South America	Black	Petrol	Manual	4.3	2,005	74,434	5,615	Low
X3	2,016	Africa	Red	Electric	Manual	4.9	55,121	113,348	3,243	Low
X5	2,023	Africa	Red	Hybrid	Automatic	3.6	53,330	102,245	2,308	Low
3 Series	2,010	North America	Red	Petrol	Automatic	3.9	118,639	75,092	3,465	Low
M5	2,021	South America	White	Hybrid	Manual	4.5	110,045	59,237	9,824	High
5 Series	2,013	Europe	Red	Hybrid	Manual	4.4	54,818	113,221	5,041	Low
X6	2,014	North America	Blue	Diesel	Manual	4	1,709	40,759	5,141	Low
i3	2,017	North America	Blue	Hybrid	Automatic	3.3	67,519	112,954	8,047	High
i8	2,021	North America	Black	Hybrid	Manual	2.5	178,997	70,555	9,379	High
5 Series	2,011	Europe	Silver	Petrol	Automatic	4.6	94,234	116,765	6,175	Low
i8	2,021	Europe	Red	Diesel	Automatic	4.2	174,545	77,348	4,371	Low
3 Series	2,014	Middle East	Blue	Electric	Manual	4.4	9,228	96,382	9,032	High
M3	2,015	Europe	Black	Petrol	Automatic	2	88,692	93,775	6,604	Low
M5	2,014	Europe	White	Diesel	Automatic	2.6	182,722	70,956	596	Low
5 Series	2,024	Asia	Grey	Hybrid	Automatic	3	159,774	91,490	9,178	High
X3	2,022	Asia	Blue	Petrol	Automatic	4.4	104,663	114,132	5,312	Low
X1	2,018	Middle East	Silver	Diesel	Automatic	4.6	172,221	56,117	5,191	Low
5 Series	2,019	Africa	Silver	Hybrid	Automatic	2.5	171,766	49,160	5,321	Low
i3	2,010	Middle East	Red	Diesel	Automatic	3.9	29,988	114,747	2,366	Low
M5	2,023	Africa	Black	Petrol	Automatic	1.8	99,680	78,693	4,957	Low
5 Series	2,012	Europe	Red	Petrol	Manual	2.9	93,868	39,005	6,163	Low
3 Series	2,023	Asia	Silver	Diesel	Manual	3.2	64,654	90,157	5,674	Low
X6	2,011	Middle East	Red	Electric	Manual	4.2	117,605	75,626	6,129	Low
X3	2,021	South America	White	Diesel	Manual	4.6	72,698	69,912	4,340	Low
X5	2,022	South America	Blue	Electric	Manual	2.7	63,549	30,210	2,770	Low

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