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
X5	2,010	North America	Blue	Petrol	Manual	2.9	75,416	66,348	5,547	Low
X6	2,022	Middle East	Black	Petrol	Manual	4.1	76,398	37,125	6,750	Low
X5	2,023	North America	Silver	Electric	Manual	2.7	144,487	89,860	395	Low
X1	2,016	Middle East	White	Diesel	Manual	2	136,602	90,185	6,819	Low
X1	2,010	North America	Blue	Diesel	Manual	4.1	127,615	88,351	2,141	Low
i8	2,016	South America	Black	Electric	Automatic	3.1	154,826	41,079	3,655	Low
X1	2,019	Asia	Black	Electric	Manual	1.8	87,948	95,855	4,781	Low
X6	2,017	Asia	Grey	Hybrid	Manual	4.3	58,244	73,773	7,339	High
7 Series	2,020	Africa	Red	Petrol	Automatic	3.5	135,238	84,854	1,140	Low
7 Series	2,018	Europe	Blue	Petrol	Automatic	3.2	165,516	31,667	5,560	Low
5 Series	2,021	Europe	Grey	Petrol	Manual	3.9	131,823	60,223	2,816	Low
5 Series	2,012	South America	Blue	Hybrid	Automatic	3.3	174,679	39,067	6,261	Low
i3	2,024	North America	Silver	Petrol	Manual	3.8	106,863	99,900	8,267	High
M5	2,013	Asia	Black	Electric	Manual	4.5	127,127	32,737	112	Low
X6	2,013	Asia	White	Diesel	Manual	3.6	115,425	46,706	9,479	High
i8	2,021	North America	Blue	Electric	Automatic	3.8	128,707	107,215	651	Low
5 Series	2,018	Asia	Black	Hybrid	Automatic	3.6	83	30,514	8,176	High
X5	2,022	South America	Silver	Electric	Manual	3.4	4,664	35,214	135	Low
X3	2,016	Asia	Blue	Hybrid	Automatic	2.1	53,563	46,933	3,191	Low
i3	2,012	South America	Red	Electric	Manual	2.7	77,789	118,258	6,886	Low
X3	2,019	Asia	White	Diesel	Manual	3.9	154,468	34,589	8,268	High
X6	2,014	Asia	Silver	Diesel	Automatic	3	195,734	39,400	1,650	Low
X3	2,016	Middle East	White	Hybrid	Manual	2.9	171,691	34,662	6,418	Low
X1	2,017	Asia	Black	Petrol	Manual	4.2	145,341	86,218	7,771	High
5 Series	2,010	Africa	Black	Electric	Automatic	1.5	78,924	110,399	7,285	High
M5	2,021	South America	Silver	Petrol	Automatic	3.9	8,047	77,491	2,747	Low
3 Series	2,011	Asia	Blue	Hybrid	Automatic	3.2	151,973	103,521	856	Low
3 Series	2,016	North America	Black	Diesel	Manual	2.8	69,945	117,270	9,019	High
i3	2,020	North America	White	Petrol	Manual	2.7	136,054	81,501	8,692	High
i3	2,024	South America	Grey	Hybrid	Automatic	2.1	63,340	48,042	2,736	Low
X5	2,022	Europe	White	Petrol	Manual	2.7	77,709	66,265	1,635	Low
X1	2,023	Europe	Red	Electric	Automatic	2.9	179,363	58,575	7,045	High
7 Series	2,022	North America	White	Hybrid	Manual	3	105,400	38,263	7,740	High
M3	2,024	Africa	Silver	Hybrid	Automatic	3.9	173,623	66,141	1,670	Low
M5	2,011	Europe	Blue	Petrol	Automatic	3.1	115,880	44,587	408	Low
M5	2,016	Africa	Grey	Electric	Manual	4.3	150,916	65,019	5,365	Low
X1	2,024	Africa	White	Hybrid	Manual	3.7	141,823	67,830	9,666	High
M3	2,018	Asia	Black	Hybrid	Manual	2.2	106,639	99,412	7,750	High
X5	2,020	Asia	White	Diesel	Automatic	2.5	31,051	66,310	2,748	Low
X3	2,011	Africa	White	Hybrid	Manual	1.8	77,584	45,361	882	Low
M5	2,016	Asia	White	Diesel	Automatic	4.8	70,814	62,706	6,665	Low
5 Series	2,013	Asia	Red	Hybrid	Automatic	4.6	68,491	113,134	7,934	High
5 Series	2,020	North America	Red	Electric	Automatic	1.8	10,119	56,250	1,371	Low
5 Series	2,022	Asia	Red	Hybrid	Manual	3.5	34,060	86,571	7,593	High
X1	2,011	Europe	White	Electric	Automatic	4.9	171,268	116,192	6,649	Low
i8	2,022	North America	White	Diesel	Automatic	4.1	132,039	55,299	8,892	High
X6	2,016	South America	Black	Diesel	Manual	3.2	163,074	54,717	482	Low
X1	2,022	Africa	Black	Petrol	Automatic	2.3	168,574	58,565	8,467	High
5 Series	2,014	South America	White	Electric	Automatic	2.5	68,586	62,661	3,679	Low
7 Series	2,010	Middle East	Black	Hybrid	Manual	4.1	185,796	30,985	7,088	High
5 Series	2,014	Africa	Silver	Hybrid	Manual	4.2	73,711	68,516	5,827	Low
i3	2,021	Middle East	White	Hybrid	Manual	3.4	47,913	41,856	9,236	High
i8	2,021	Middle East	Red	Petrol	Automatic	1.9	86,296	97,983	6,164	Low
X6	2,012	South America	Black	Electric	Manual	4.8	180,831	116,310	4,968	Low
M3	2,016	North America	Silver	Diesel	Manual	4.5	127,567	108,813	8,926	High
7 Series	2,015	South America	White	Electric	Manual	2	21,578	111,949	1,874	Low
i3	2,017	South America	Black	Hybrid	Automatic	1.7	96,919	59,410	8,439	High
M3	2,022	South America	White	Diesel	Manual	3.4	170,600	38,468	9,904	High
3 Series	2,014	North America	Black	Hybrid	Manual	2.5	164,439	49,114	9,901	High
5 Series	2,011	Europe	Black	Petrol	Automatic	2.5	78,261	79,372	8,219	High
i3	2,018	North America	Blue	Electric	Automatic	1.8	103,846	53,774	1,140	Low
3 Series	2,023	Africa	Red	Electric	Manual	4.8	167,227	100,888	5,331	Low
M3	2,020	Africa	Grey	Diesel	Manual	4.4	35,196	115,607	1,555	Low
X6	2,017	Europe	Grey	Hybrid	Automatic	1.9	131,117	88,770	7,352	High
M3	2,015	Asia	Blue	Diesel	Manual	4.6	134,573	106,307	4,630	Low
M5	2,022	South America	Grey	Hybrid	Automatic	3.9	33,685	119,518	2,502	Low
X3	2,019	North America	Blue	Hybrid	Manual	2.6	160,081	51,055	5,624	Low
3 Series	2,016	Asia	White	Diesel	Automatic	4.5	141,776	33,987	2,184	Low
X3	2,018	Africa	White	Petrol	Manual	3.6	119,360	83,073	3,255	Low
X3	2,016	Middle East	Red	Diesel	Automatic	4.5	175,755	106,792	282	Low
i8	2,012	Middle East	White	Hybrid	Automatic	3.1	47,879	64,151	4,590	Low
M3	2,015	North America	Red	Petrol	Automatic	3.3	196,875	49,782	789	Low
M3	2,020	Africa	Black	Petrol	Automatic	2.5	25,958	105,032	6,238	Low
7 Series	2,022	South America	Silver	Hybrid	Automatic	2.9	106,572	30,857	8,361	High
X6	2,020	Europe	Black	Electric	Manual	3.5	101,819	61,593	5,468	Low
M3	2,016	Europe	Grey	Hybrid	Automatic	4.8	175,228	59,514	4,981	Low
X5	2,011	Africa	Blue	Diesel	Manual	3.6	159,736	110,800	1,281	Low
X6	2,012	Asia	Red	Electric	Automatic	2	113,150	31,256	7,924	High
M3	2,013	Asia	Silver	Hybrid	Manual	1.5	86,646	38,124	4,553	Low
i3	2,019	Asia	Black	Petrol	Automatic	4.5	113,148	109,292	873	Low
X1	2,015	Asia	Black	Petrol	Manual	2.8	96,425	49,917	9,303	High
5 Series	2,010	Asia	White	Hybrid	Automatic	2.6	28,973	45,950	871	Low
i8	2,018	South America	Silver	Electric	Automatic	4.3	64,319	49,231	1,900	Low
5 Series	2,014	Europe	Silver	Diesel	Automatic	4.8	166,294	44,059	6,607	Low
i8	2,022	South America	Red	Electric	Manual	4.1	54,708	103,024	4,447	Low
i3	2,021	Middle East	Black	Electric	Automatic	2.1	172,608	65,324	8,613	High
i3	2,023	Europe	Grey	Hybrid	Manual	2.9	167,734	94,206	269	Low
7 Series	2,016	Asia	Grey	Diesel	Manual	4.2	149,926	104,141	8,527	High
X5	2,018	Middle East	Grey	Petrol	Automatic	4.7	89,810	59,553	4,863	Low
X5	2,018	South America	Red	Petrol	Automatic	5	5,123	67,346	5,684	Low
M5	2,010	North America	Red	Electric	Automatic	3.3	6,150	78,129	9,771	High
7 Series	2,024	Europe	Red	Diesel	Automatic	4.4	169,372	67,679	1,983	Low
X3	2,010	Asia	Red	Electric	Manual	1.7	25,199	92,725	8,513	High
M3	2,012	Africa	White	Electric	Manual	2.5	169,446	65,394	3,372	Low
X6	2,015	Europe	Silver	Diesel	Automatic	2.8	95,050	41,735	8,564	High
i3	2,011	North America	White	Electric	Automatic	4.9	45,660	65,397	6,019	Low
X6	2,019	North America	Blue	Petrol	Manual	1.5	195,836	57,425	2,437	Low
5 Series	2,021	Middle East	Silver	Petrol	Manual	2.6	199,431	53,414	3,248	Low
M3	2,020	Africa	Blue	Diesel	Automatic	4.8	163,116	119,380	1,654	Low
X1	2,010	Africa	Silver	Hybrid	Automatic	2.6	53,508	34,277	6,024	Low

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