Datasets:

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Machine-Learning-Car-Price-Prediction-Project

Car ID int64 1 2.5k	Brand stringclasses 7 values	Year int64 2k 2.02k	Engine Size float64 1 6	Fuel Type stringclasses 4 values	Transmission stringclasses 2 values	Mileage int64 15 300k	Condition stringclasses 3 values	Price float64 5.01k 100k	Model stringclasses 28 values
1	Tesla	2,016	2.3	Petrol	Manual	114,832	New	26,613.92	Model X
2	BMW	2,018	4.4	Electric	Manual	143,190	Used	14,679.61	5 Series
3	Audi	2,013	4.5	Electric	Manual	181,601	New	44,402.61	A4
4	Tesla	2,011	4.1	Diesel	Automatic	68,682	New	86,374.33	Model Y
5	Ford	2,009	2.6	Diesel	Manual	223,009	Like New	73,577.1	Mustang
6	Audi	2,019	2.4	Diesel	Automatic	246,553	Like New	88,969.76	Q7
7	Audi	2,020	4	Electric	Automatic	135,486	Used	63,498.75	Q5
8	Tesla	2,017	5.3	Hybrid	Automatic	83,030	New	17,381.19	Model Y
9	Honda	2,023	5.7	Electric	Manual	120,360	Like New	15,905.62	Civic
10	Ford	2,010	1.5	Electric	Automatic	135,009	Like New	9,560.22	Explorer
11	Tesla	2,001	1.8	Diesel	Automatic	298,875	Like New	58,872.6	Model 3
12	Ford	2,017	5.7	Electric	Automatic	169,737	Used	28,074.19	Mustang
13	Ford	2,006	4.7	Petrol	Automatic	114,360	New	74,766.45	Fiesta
14	Audi	2,023	5.4	Electric	Automatic	263,894	Like New	70,193.74	Q7
15	BMW	2,014	2	Electric	Automatic	65,018	New	35,220.52	X3
16	Ford	2,010	3.9	Electric	Automatic	240,904	Used	21,796.16	Mustang
17	Mercedes	2,017	4.5	Electric	Automatic	136,817	New	14,728.03	GLA
18	Audi	2,022	4.4	Hybrid	Automatic	192,803	Like New	75,044.95	A3
19	Honda	2,011	3	Electric	Automatic	86,984	New	47,791.89	Civic
20	BMW	2,005	1.1	Petrol	Automatic	290,595	New	35,735.34	X5
21	Mercedes	2,019	3.9	Petrol	Automatic	192,608	Used	86,382.04	C-Class
22	Mercedes	2,022	2.3	Electric	Manual	12,150	Used	61,393.26	E-Class
23	Honda	2,012	3.3	Diesel	Manual	275,550	New	54,210.22	CR-V
24	BMW	2,019	5.8	Hybrid	Automatic	150,853	New	75,621.02	X5
25	Audi	2,015	3	Electric	Automatic	188,489	New	82,480.4	Q5
26	Toyota	2,017	5.2	Electric	Automatic	18,325	Used	70,176.95	Camry
27	BMW	2,009	1.9	Electric	Manual	199,756	Used	46,800.6	X3
28	Honda	2,022	4.4	Diesel	Manual	204,541	New	41,033.39	Accord
29	Mercedes	2,007	5.9	Diesel	Manual	17,669	Used	78,308.17	GLC
30	Audi	2,017	1.5	Diesel	Automatic	207,836	Like New	54,201.18	A3
31	BMW	2,020	1	Hybrid	Automatic	132,915	Used	71,916.68	X5
32	Toyota	2,000	3.2	Petrol	Automatic	196,681	Used	89,587.88	Corolla
33	Toyota	2,022	1.5	Hybrid	Automatic	50,812	Used	92,009.61	Corolla
34	Ford	2,007	4.7	Diesel	Manual	278,203	Like New	31,382.99	Fiesta
35	Ford	2,005	5.6	Petrol	Automatic	252,862	Like New	22,849.55	Mustang
36	Tesla	2,004	3.2	Petrol	Manual	171,840	Like New	29,822.3	Model 3
37	Honda	2,014	2.3	Diesel	Manual	25,395	New	76,380.32	Fit
38	BMW	2,021	3.2	Diesel	Automatic	282,346	New	40,155.51	5 Series
39	BMW	2,014	4.6	Hybrid	Manual	229,707	Like New	21,471.98	X3
40	Tesla	2,001	1	Diesel	Manual	247,181	New	14,346.62	Model X
41	Mercedes	2,000	3.9	Petrol	Manual	204,120	New	36,094.75	E-Class
42	Mercedes	2,022	4.1	Electric	Manual	224,839	New	17,932.96	GLA
43	Tesla	2,022	4.2	Diesel	Automatic	219,882	Like New	19,855.49	Model Y
44	Mercedes	2,010	2.2	Diesel	Automatic	103,235	Used	69,968.98	C-Class
45	Ford	2,009	4.6	Hybrid	Manual	45,510	Like New	6,874.55	Explorer
46	BMW	2,017	1.5	Hybrid	Automatic	87,945	Like New	16,167.56	5 Series
47	Tesla	2,017	2	Diesel	Manual	242,802	New	85,214.72	Model S
48	BMW	2,016	5.4	Petrol	Automatic	250,168	New	85,266.84	X5
49	Toyota	2,007	4.7	Petrol	Automatic	2,881	Used	36,278.13	Prius
50	Ford	2,014	1.1	Electric	Automatic	111,860	Used	13,355.54	Explorer
51	Audi	2,007	2.2	Diesel	Automatic	166,415	Used	71,972.18	Q5
52	Ford	2,016	2.1	Hybrid	Automatic	139,728	Used	39,212.51	Mustang
53	Tesla	2,011	2.4	Petrol	Manual	267,885	Like New	9,319.14	Model S
54	Audi	2,007	2.2	Electric	Automatic	147,733	Used	19,993.56	A4
55	Toyota	2,013	1.3	Diesel	Manual	290,834	Like New	18,035.41	Camry
56	Tesla	2,003	3.3	Petrol	Manual	294,977	New	60,966.05	Model S
57	Honda	2,000	4.7	Diesel	Automatic	102,566	Used	90,321.17	CR-V
58	BMW	2,000	4	Diesel	Manual	71,240	New	80,341.84	5 Series
59	Toyota	2,018	4.4	Petrol	Automatic	106,898	New	56,919.02	Prius
60	BMW	2,015	1.4	Petrol	Manual	209,304	Like New	45,104.74	3 Series
61	Mercedes	2,013	5.8	Petrol	Manual	80,522	Used	63,774.29	GLC
62	Honda	2,020	5.2	Diesel	Automatic	145,512	Like New	47,162.21	Accord
63	Honda	2,015	5	Diesel	Automatic	119,107	New	28,379.42	CR-V
64	Toyota	2,004	5.1	Electric	Automatic	22,462	Used	69,523.76	Camry
65	Honda	2,008	5.7	Hybrid	Automatic	279,965	New	87,958.17	Fit
66	Audi	2,001	3.7	Diesel	Manual	92,889	New	40,422.68	A4
67	Honda	2,017	2	Hybrid	Automatic	88,952	Used	84,946.15	CR-V
68	BMW	2,005	4.1	Petrol	Manual	193,596	Used	45,952.79	X3
69	BMW	2,008	4.7	Diesel	Manual	177,505	Used	43,126.91	5 Series
70	Tesla	2,000	4.7	Electric	Manual	221,576	Like New	7,690.81	Model X
71	BMW	2,008	3.6	Electric	Manual	219,393	Like New	71,051.5	5 Series
72	Tesla	2,015	1.3	Hybrid	Manual	275,455	New	81,712.74	Model S
73	BMW	2,012	2.9	Petrol	Manual	254,084	Used	68,037.91	X5
74	Audi	2,008	5.6	Hybrid	Automatic	129,466	New	19,379.29	A3
75	Tesla	2,020	3.9	Petrol	Manual	30,531	New	14,812.88	Model S
76	Ford	2,012	3.7	Electric	Manual	14,588	New	59,421.58	Fiesta
77	Mercedes	2,008	2.3	Hybrid	Manual	143,452	New	43,144.04	GLC
78	Toyota	2,010	2.8	Electric	Automatic	173,717	New	45,764.29	RAV4
79	BMW	2,003	5.5	Electric	Automatic	161,929	Used	96,941.02	X5
80	Honda	2,001	4.3	Petrol	Manual	21,711	Like New	73,772.65	Fit
81	BMW	2,005	4.9	Hybrid	Automatic	136,169	Used	44,119.84	5 Series
82	Honda	2,013	3.3	Hybrid	Manual	159,465	Used	6,814.43	CR-V
83	Mercedes	2,003	4.2	Electric	Automatic	284,220	Used	8,239.09	GLC
84	Mercedes	2,005	2.2	Electric	Manual	160,389	Like New	70,056.35	E-Class
85	Mercedes	2,018	4.5	Petrol	Automatic	58,480	Like New	84,585.18	GLC
86	Honda	2,005	3.1	Diesel	Automatic	269,188	Like New	72,231.75	Fit
87	BMW	2,001	3.2	Diesel	Automatic	250,309	Used	43,559.34	X3
88	Mercedes	2,017	4.2	Electric	Manual	55,486	Like New	7,957.9	C-Class
89	Audi	2,012	5.7	Diesel	Manual	55,162	New	96,903.15	A3
90	Tesla	2,008	1.3	Diesel	Manual	210,359	Like New	98,701.93	Model S
91	Honda	2,022	5.1	Diesel	Automatic	29,882	Used	57,189.63	CR-V
92	Honda	2,018	2.5	Diesel	Automatic	54,078	Used	11,713.74	CR-V
93	BMW	2,012	3.2	Electric	Manual	238,680	New	56,392.39	3 Series
94	Honda	2,010	1.1	Diesel	Automatic	108,730	Like New	89,772.15	CR-V
95	Honda	2,000	2.5	Diesel	Manual	174,898	Like New	69,598.62	Fit
96	Mercedes	2,023	3.5	Petrol	Manual	98,938	New	73,398.98	C-Class
97	BMW	2,021	1.3	Electric	Manual	118,319	Used	13,072.13	5 Series
98	Mercedes	2,006	3.5	Hybrid	Manual	32,543	Used	15,118.61	E-Class
99	Tesla	2,020	5.6	Hybrid	Automatic	124,279	Like New	17,098.13	Model 3
100	Tesla	2,014	1.5	Petrol	Automatic	29,362	Like New	90,915.8	Model 3

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