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
i3	2,024	Africa	Black	Electric	Automatic	2.9	15,732	42,121	7,908	High
i8	2,023	Europe	Red	Petrol	Automatic	4.6	50,384	30,444	8,183	High
i3	2,018	Middle East	White	Electric	Automatic	4.5	31,497	60,849	1,950	Low
i8	2,024	Middle East	Black	Hybrid	Automatic	3.5	60,556	75,200	4,159	Low
X1	2,011	South America	Silver	Diesel	Manual	4.6	77,371	91,916	7,147	High
X6	2,012	Africa	Blue	Electric	Automatic	4.3	97,046	100,000	6,660	Low
X3	2,011	Europe	Black	Hybrid	Manual	2.5	113,949	69,960	9,925	High
M3	2,023	Africa	Red	Petrol	Automatic	2.1	175,223	103,501	8,950	High
3 Series	2,011	Asia	Red	Electric	Manual	2.6	187,196	96,430	4,479	Low
X5	2,019	Middle East	Silver	Hybrid	Manual	2.3	112,923	98,743	9,565	High
3 Series	2,020	South America	Silver	Petrol	Automatic	3.7	162,966	102,353	6,492	Low
i8	2,020	Europe	Blue	Hybrid	Automatic	3.5	144,324	53,050	5,327	Low
7 Series	2,017	South America	Black	Hybrid	Automatic	3.6	195,888	65,295	7,254	High
i3	2,012	Europe	White	Diesel	Manual	2.2	131,485	76,944	6,316	Low
i3	2,016	Asia	Grey	Hybrid	Manual	4.3	78,024	76,127	7,443	High
X3	2,017	Middle East	Grey	Electric	Manual	3	161,135	33,483	5,441	Low
X3	2,012	Europe	Silver	Petrol	Manual	3.2	379	36,198	8,670	High
M5	2,011	Africa	White	Electric	Manual	5	156,577	119,638	9,983	High
X6	2,022	North America	Silver	Petrol	Manual	2.5	108,099	86,893	8,292	High
7 Series	2,022	South America	Grey	Hybrid	Automatic	2.9	126,541	96,366	8,291	High
M5	2,017	North America	Silver	Electric	Manual	3.9	146,689	96,232	5,776	Low
7 Series	2,012	Africa	Black	Petrol	Automatic	4.6	17,199	82,277	5,706	Low
3 Series	2,016	Middle East	Silver	Diesel	Automatic	1.9	159,223	71,237	6,733	Low
7 Series	2,021	Middle East	Silver	Electric	Manual	4.1	4,552	93,920	4,511	Low
X1	2,010	North America	Silver	Petrol	Manual	4.7	148,375	47,226	8,464	High
i3	2,023	Middle East	White	Petrol	Manual	3	56,717	97,327	9,259	High
X1	2,024	Asia	Silver	Diesel	Automatic	2.5	15,690	80,498	3,999	Low
M5	2,021	North America	Grey	Diesel	Manual	3.9	36,455	98,299	2,830	Low
X5	2,015	Africa	Silver	Electric	Manual	2.4	95,005	37,883	4,906	Low
i3	2,021	North America	Black	Petrol	Manual	2.8	153,047	78,159	5,301	Low
i3	2,021	South America	Silver	Petrol	Manual	4.6	175,009	66,848	636	Low
M5	2,022	Africa	White	Hybrid	Manual	3.6	186,432	98,521	8,687	High
M3	2,018	North America	Blue	Hybrid	Manual	1.8	133,881	76,404	5,972	Low
M3	2,021	Africa	White	Petrol	Manual	2.7	60,776	45,468	5,660	Low
i8	2,012	South America	Silver	Diesel	Manual	3.7	43,383	45,241	7,792	High
X1	2,023	North America	Black	Hybrid	Manual	3.2	5,037	105,047	1,668	Low
M5	2,016	Asia	Grey	Electric	Manual	3.8	85,557	63,717	5,901	Low
X5	2,022	South America	Silver	Petrol	Automatic	4.2	41,313	71,991	7,346	High
M5	2,015	Africa	White	Electric	Automatic	3.2	53,952	51,016	6,961	Low
7 Series	2,017	Europe	Blue	Hybrid	Automatic	5	160,569	62,295	2,392	Low
X3	2,012	Africa	Blue	Hybrid	Automatic	4.7	127,668	115,588	7,045	High
5 Series	2,012	South America	White	Hybrid	Manual	1.7	72,449	103,989	1,684	Low
M3	2,013	Asia	Black	Diesel	Automatic	2.4	5,424	66,453	7,835	High
i3	2,012	Europe	Silver	Hybrid	Automatic	2.6	18,316	42,456	8,923	High
M5	2,018	South America	Blue	Electric	Automatic	2.1	175,522	52,963	5,471	Low
i3	2,020	North America	Silver	Diesel	Automatic	2.6	198,164	64,169	4,817	Low
X3	2,013	Middle East	White	Hybrid	Automatic	3	82,503	96,514	307	Low
X5	2,015	Europe	Red	Hybrid	Automatic	1.7	148,636	104,086	5,997	Low
M3	2,017	South America	Blue	Hybrid	Manual	1.9	145,224	47,740	7,652	High
M5	2,020	Middle East	White	Hybrid	Manual	1.8	89,652	80,999	743	Low
3 Series	2,022	North America	White	Diesel	Automatic	1.7	61,059	51,994	6,756	Low
5 Series	2,017	Middle East	White	Electric	Automatic	3.2	20,850	65,950	9,250	High
i3	2,024	Asia	White	Petrol	Manual	2.7	74,602	103,490	4,917	Low
3 Series	2,014	Middle East	Blue	Hybrid	Manual	4.8	124,419	83,652	4,363	Low
3 Series	2,014	North America	Silver	Petrol	Manual	1.9	106,586	55,602	427	Low
i8	2,015	Middle East	Grey	Hybrid	Manual	4.7	193,828	98,041	4,401	Low
X1	2,019	Asia	Silver	Petrol	Automatic	1.8	58,477	97,948	6,414	Low
X5	2,016	Middle East	Grey	Petrol	Manual	3.7	106,873	80,904	2,853	Low
i8	2,022	Asia	Grey	Hybrid	Automatic	2.4	161,757	76,692	392	Low
X6	2,022	Asia	Red	Diesel	Automatic	4.4	130,510	65,333	1,827	Low
X6	2,019	North America	Grey	Petrol	Manual	1.7	47,963	37,478	5,987	Low
7 Series	2,023	South America	Grey	Diesel	Automatic	4.8	165,558	75,340	2,294	Low
3 Series	2,016	South America	Silver	Petrol	Automatic	1.7	17,435	119,163	9,116	High
X6	2,022	South America	Blue	Hybrid	Manual	2.3	46,714	101,168	6,709	Low
X1	2,013	North America	Black	Electric	Automatic	3.1	108,603	75,639	2,767	Low
X6	2,015	Europe	Blue	Diesel	Automatic	4.1	165,875	48,951	4,480	Low
7 Series	2,016	North America	Silver	Diesel	Manual	4.8	110,964	58,611	1,786	Low
5 Series	2,014	South America	Blue	Hybrid	Automatic	3	14,580	87,420	7,361	High
X3	2,014	South America	Black	Electric	Manual	4.2	10,093	97,702	361	Low
i8	2,011	Middle East	Blue	Electric	Automatic	4	47,747	73,368	6,925	Low
3 Series	2,016	North America	Silver	Electric	Automatic	3.5	105,058	37,587	7,675	High
X1	2,021	South America	Grey	Diesel	Manual	3.9	138,662	118,251	5,576	Low
M3	2,015	South America	Grey	Diesel	Manual	1.6	10,820	64,375	8,094	High
X5	2,020	North America	Black	Petrol	Automatic	3	163,057	39,715	1,762	Low
M5	2,010	South America	White	Hybrid	Automatic	4.3	47,132	116,871	9,032	High
7 Series	2,013	Asia	Blue	Electric	Manual	3.2	56,848	33,920	1,455	Low
X1	2,012	Middle East	Silver	Hybrid	Manual	4.6	147,555	46,312	1,561	Low
X3	2,021	Middle East	Black	Diesel	Manual	4.4	144,222	89,792	5,608	Low
M3	2,024	South America	Red	Diesel	Manual	4.5	78,765	30,236	4,166	Low
X6	2,012	South America	Blue	Diesel	Manual	2	16,029	59,707	5,034	Low
7 Series	2,016	Africa	Grey	Petrol	Automatic	2.4	56,223	99,579	9,950	High
3 Series	2,020	Europe	Black	Electric	Automatic	1.6	148,423	108,968	4,239	Low
X6	2,021	North America	Red	Diesel	Manual	4.9	54,729	63,921	262	Low
7 Series	2,019	Europe	Grey	Diesel	Automatic	2.3	27,914	67,419	7,223	High
5 Series	2,013	South America	Blue	Diesel	Manual	2.8	55,706	89,261	4,449	Low
X5	2,024	Europe	Grey	Diesel	Manual	2.5	119,557	113,601	1,462	Low
M3	2,021	North America	Red	Electric	Automatic	1.6	73,832	112,615	5,903	Low
X3	2,017	Asia	Silver	Electric	Manual	2.4	19,973	51,666	6,750	Low
i3	2,020	Africa	Black	Diesel	Automatic	1.8	49,766	31,752	8,363	High
3 Series	2,018	South America	Silver	Petrol	Automatic	2.9	49,565	65,469	8,733	High
X5	2,012	South America	Blue	Hybrid	Automatic	4.9	140,305	83,730	260	Low
X1	2,014	Middle East	White	Electric	Automatic	3.9	160,614	81,683	7,685	High
X6	2,013	Asia	Blue	Petrol	Automatic	4	66,854	35,485	1,018	Low
M5	2,023	North America	White	Electric	Manual	3.1	4,429	81,985	8,641	High
M5	2,021	South America	Grey	Electric	Manual	4.3	105,406	84,632	6,286	Low
i8	2,019	South America	Black	Petrol	Manual	4.7	41,614	83,121	5,903	Low
M5	2,024	South America	Red	Petrol	Manual	4.9	111,921	106,565	4,545	Low
i3	2,015	South America	Red	Electric	Automatic	1.8	71,860	41,775	5,098	Low
3 Series	2,020	Africa	Black	Petrol	Automatic	4.6	124,131	48,749	2,085	Low
i3	2,019	South America	Black	Petrol	Automatic	2.3	50,774	90,034	6,312	Low

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