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train · 15.4k rows

Prod. year int64 1.94k 2.02k	Levy int64 0 11.7k	Mileage float64 0 2.15B	Engine volume float64 0 20	Manufacturer stringlengths 3 13	Model stringlengths 2 24	Fuel type stringclasses 7 values	Leather interior stringclasses 2 values	Gear box type stringclasses 4 values	Category stringclasses 11 values	Price int64 1 26.3M
2,013	779	225,510	2.5	TOYOTA	Camry	Hybrid	Yes	Automatic	Sedan	314
2,007	1,282	76,198	2	CHEVROLET	Captiva	Diesel	Yes	Automatic	Jeep	6,429
2,010	1,399	189,530	3.5	MERCEDES-BENZ	E 350	Diesel	Yes	Automatic	Sedan	12,388
2,012	642	218,525	2	CHEVROLET	Orlando	Diesel	Yes	Automatic	Jeep	14,834
2,000	2,146	25,000	3	BMW	X5	LPG	Yes	Tiptronic	Jeep	10,036
2,011	871	192,000	1.8	LEXUS	CT 200h	Hybrid	Yes	Automatic	Hatchback	28,539
2,014	394	0	2.5	TOYOTA	Camry	Hybrid	Yes	Automatic	Sedan	10,349
1,996	1,481	232,000	2.5	BMW	525 Vanos	Petrol	Yes	Manual	Sedan	4,704
2,015	1,646	129,931	4.6	LEXUS	GX 460	Petrol	Yes	Automatic	Sedan	784
2,010	1,399	256,914	3.5	MERCEDES-BENZ	E 350	Diesel	Yes	Automatic	Sedan	8,938
2,008	1,434	245,000	3	BMW	X5	Petrol	Yes	Automatic	Jeep	24,148
2,011	490	216,858	1.3	HONDA	Insight	Hybrid	Yes	Automatic	Hatchback	251
2,011	862	82,603	2.5	FORD	Fusion	Hybrid	Yes	Automatic	Sedan	12,544
2,010	687	142,460	1.6	DAEWOO	Lacetti	Petrol	Yes	Automatic	Sedan	8,386
2,015	765	409,910	2	HYUNDAI	Sonata	LPG	Yes	Automatic	Sedan	15,367
2,010	836	120,000	2	SSANGYONG	Actyon	Diesel	Yes	Automatic	Jeep	18,826
2,013	530	74,000	1.6	FORD	Fiesta	Petrol	Yes	Tiptronic	Hatchback	11,447
2,015	765	111,694	2	FORD	Fusion TITANIUM	Petrol	Yes	Automatic	Sedan	18,660
2,011	871	112,000	3	BMW	530	Petrol	Yes	Tiptronic	Sedan	32,929
2,013	729	113,000	1.3	HONDA	FIT	Petrol	No	Variator	Sedan	14,113
2,012	781	149,000	2.5	TOYOTA	Camry SPORT	Petrol	Yes	Tiptronic	Sedan	11,604
2,015	697	219,232	1.8	VOLKSWAGEN	Golf	Petrol	Yes	Automatic	Hatchback	1,411
2,010	1,024	224,000	2.5	TOYOTA	Camry	Petrol	No	Tiptronic	Sedan	16,778
2,011	871	11,111	3.5	MERCEDES-BENZ	GLK 350	Petrol	Yes	Tiptronic	Jeep	22,580
2,009	1,145	240,000	5	BMW	X6	Petrol	Yes	Tiptronic	Jeep	37,633
2,011	1,451	176,000	4.4	BMW	550	Petrol	Yes	Tiptronic	Sedan	30,420
2,016	810	39,728	1.8	TOYOTA	Corolla S	Petrol	Yes	Automatic	Sedan	21,169
2,015	934	89,786	2.5	TOYOTA	RAV 4	Petrol	Yes	Automatic	Jeep	28,225
2,011	871	263,000	3	BMW	X5	Diesel	Yes	Tiptronic	Jeep	43,905
2,014	684	68,000	1.8	VOLKSWAGEN	Passat	Petrol	Yes	Tiptronic	Sedan	25,089
2,011	707	161,345	2	HYUNDAI	Tucson	Diesel	Yes	Automatic	Jeep	21,652
2,013	729	160,000	1.8	CHEVROLET	Sonic	Petrol	No	Manual	Hatchback	12,544
2,007	988	160,000	1.5	TOYOTA	Prius	Hybrid	No	Automatic	Hatchback	11,604
2,013	530	152,000	1.6	FORD	Fusion	Petrol	No	Tiptronic	Sedan	18,817
2,010	761	315,000	1.8	TOYOTA	Prius	Hybrid	No	Automatic	Hatchback	8,781
2,011	645	143,000	1.8	LEXUS	CT 200h	Hybrid	Yes	Automatic	Sedan	18,817
2,015	765	62,575	2	SSANGYONG	REXTON	Diesel	Yes	Automatic	Jeep	49,751
2,015	765	111,285	2	SUBARU	XV	Petrol	Yes	Automatic	Sedan	706
2,013	729	186,000	1.5	TOYOTA	Aqua	Hybrid	No	Automatic	Hatchback	15,053
2,000	2,146	125,000	1.3	SUZUKI	Jimny	Petrol	No	Manual	Jeep	12,544
2,012	780	137,600	1.4	FIAT	500	Petrol	Yes	Manual	Sedan	14,113
1,998	1,700	2,222,222	2.5	FORD	Transit	Diesel	No	Manual	Microbus	9,408
2,007	1,288	180,000	2	MERCEDES-BENZ	Vito	Diesel	No	Manual	Goods wagon	15,681
2,014	584	48,000	1.8	NISSAN	Fuga	Petrol	No	Automatic	Sedan	17,000
2,010	1,067	264,000	2.5	TOYOTA	Camry	Petrol	No	Tiptronic	Sedan	19,130
2,012	642	120,000	2	HYUNDAI	Santa FE	Diesel	Yes	Automatic	Jeep	28,909
2,010	761	46,527	1.8	DAEWOO	Lacetti	Petrol	Yes	Automatic	Sedan	10,192
1,996	1,481	23,000	2	OPEL	Vectra	CNG	No	Manual	Sedan	3,500
2,015	382	88,795	2	FORD	Fusion	Hybrid	Yes	Automatic	Sedan	2,587
2,016	1,493	118,133	3.5	LEXUS	RX 350	Petrol	Yes	Automatic	Jeep	470
2,012	1,363	255,406	4.6	LEXUS	GX 460	Petrol	Yes	Automatic	Jeep	54,568
2,010	1,324	226,198	3.3	TOYOTA	Highlander	Hybrid	Yes	Automatic	Sedan	1,725
2,014	639	62,000	2	HYUNDAI	Sonata	Petrol	Yes	Tiptronic	Sedan	31,361
2,010	761	138,160	1.8	TOYOTA	Prius	Hybrid	No	Automatic	Sedan	14,740
2,011	645	326,325	1.8	TOYOTA	Prius	Hybrid	Yes	Automatic	Jeep	314
2,011	871	11,111	1.8	TOYOTA	Prius	Hybrid	Yes	Automatic	Hatchback	25
2,015	1,104	45,916	3	BMW	640 M	Petrol	Yes	Tiptronic	Sedan	103,491
2,011	1,172	230,696	3.5	MERCEDES-BENZ	E 350	Diesel	Yes	Automatic	Sedan	627
2,016	730	35,398	1.6	SSANGYONG	Actyon	Diesel	Yes	Automatic	Jeep	44,134
2,017	1,017	319,682	2	HYUNDAI	Sonata	LPG	Yes	Automatic	Sedan	11,604
2,015	765	61,298	2	HYUNDAI	Genesis	Petrol	Yes	Automatic	Coupe	29,777
2,014	749	173,925	2.4	HYUNDAI	Sonata	Petrol	Yes	Automatic	Sedan	282
2,014	1,053	146,395	3.5	MERCEDES-BENZ	E 350	Petrol	Yes	Automatic	Sedan	1,882
2,015	900	66,100	2.4	KIA	Optima	Petrol	No	Tiptronic	Sedan	17,876
2,009	1,185	193,614	2.5	FORD	Escape	Hybrid	Yes	Automatic	Jeep	220
1,999	3,138	150,000	3.5	NISSAN	Elgrand	Petrol	No	Tiptronic	Minivan	12,544
2,010	1,736	0	4.4	BMW	X6	Petrol	Yes	Automatic	Jeep	1,176
2,011	707	151,144	2	HYUNDAI	Tucson	Diesel	Yes	Automatic	Jeep	25,591
2,018	1,327	60,915	2.5	TOYOTA	Camry	Petrol	Yes	Automatic	Sedan	220
2,012	1,058	68,200	3.5	TOYOTA	Highlander	Hybrid	No	Automatic	Jeep	45,473
2,010	1,399	114,382	3.5	LEXUS	RX 350	Petrol	Yes	Automatic	Jeep	47,120
2,009	790	79,355	1.6	HYUNDAI	Elantra	Petrol	Yes	Automatic	Sedan	12,287
2,011	1,172	129,000	3.5	MERCEDES-BENZ	E 350	Petrol	Yes	Tiptronic	Sedan	35,124
2,005	2,652	152,200	2.2	ALFA ROMEO	159	Petrol	No	Manual	Sedan	12,544
2,002	1,797	160,000	1.8	MITSUBISHI	Mirage	Petrol	No	Automatic	Sedan	7,500
2,013	640	174,619	2	FORD	Fusion	Hybrid	Yes	Automatic	Sedan	282
2,004	2,342	156,000	2.2	OPEL	Vectra	Diesel	No	Automatic	Goods wagon	7,527
2,012	531	134,000	1.6	HYUNDAI	Elantra	Petrol	Yes	Automatic	Sedan	19,933
2,007	1,310	200,000	1.5	TOYOTA	Prius	Hybrid	No	Automatic	Sedan	13,172
2,015	697	85,000	1.8	HYUNDAI	Elantra	Petrol	No	Tiptronic	Sedan	18,817
2,002	1,797	220,000	2.5	BMW	325	CNG	Yes	Tiptronic	Sedan	12,544
1,992	3,301	168,000	1.8	FORD	Sierra DIZEL	Diesel	No	Manual	Sedan	5,642
2,005	2,652	200,000	1.3	SUZUKI	Swift	Petrol	No	Manual	Sedan	800
2,013	1,055	0	3.5	MERCEDES-BENZ	E 350	Diesel	Yes	Automatic	Coupe	627
2,012	531	104,000	1.6	NISSAN	Juke	Petrol	Yes	Automatic	Hatchback	21,953
2,009	1,145	120,345	3	MERCEDES-BENZ	ML 320	Diesel	Yes	Tiptronic	Jeep	39,201
2,014	639	90,000	2	FORD	Focus	Petrol	Yes	Tiptronic	Hatchback	14,740
2,004	2,342	159,000	1.3	HONDA	FIT	Petrol	No	Variator	Hatchback	8,300
2,009	1,145	180,000	1.3	HONDA	Insight	Hybrid	No	Variator	Hatchback	8,624
2,016	431	251,768	2	HYUNDAI	Sonata	Hybrid	Yes	Automatic	Sedan	16,308
2,011	871	184,000	2.4	JEEP	Patriot 70th anniversary	Petrol	Yes	Manual	Jeep	25,089
2,015	353	205,338	1.8	TOYOTA	Prius	Hybrid	No	Automatic	Hatchback	17,249
2,010	1,399	56,503	3.5	FORD	Taurus	Petrol	Yes	Automatic	Sedan	22,843
2,013	640	134,400	2	VOLKSWAGEN	CC	Petrol	Yes	Tiptronic	Sedan	18,189
2,008	289	349,288	0.4	FORD	Escape	Hybrid	Yes	Automatic	Jeep	1,333
2,011	707	75,012	2	KIA	Optima	Petrol	Yes	Automatic	Sedan	7,370
2,011	1,514	202,048	4.6	LEXUS	GX 470	Petrol	Yes	Automatic	Sedan	392
2,009	1,624	266,061	3.5	MERCEDES-BENZ	E 350	Diesel	Yes	Automatic	Sedan	1,411
2,014	684	70,000	1.5	TOYOTA	Aqua L paketi	Hybrid	No	Tiptronic	Hatchback	13,172
2,014	528	143,000	1.6	HYUNDAI	Accent	Diesel	Yes	Automatic	Sedan	13,589

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Retail Car Dealership Data

Data for a car delearship. Perform EDA extract features and clean it up. Source Kaggle.

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Size of downloaded dataset files:

2.31 MB

Size of the auto-converted Parquet files:

656 kB

Number of rows:

30,778