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fuel_efficiency_dataset

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train · 600 rows

Trip_ID int64 1 600	Car_Name stringclasses 25 values	Vehicle_Type stringclasses 5 values	Fuel_Type stringclasses 3 values	Base_Mileage_kmpl float64 8.02 25	Distance_Travelled_km float64 20.1 499	Fuel_Consumed_liters float64 1.04 54.2	Average_Speed_kmph float64 40.1 120	Trip_Duration_hr float64 0.18 11.8	Actual_Mileage float64 7.38 27.4	Relative_Efficiency float64 0.39 1	Fuel_Cost_Rs float64 98.8 5.69k	CO2_Emissions_kg float64 2.4 125
1	Lexus ES	Luxury	Diesel	11.31	437.85	38.96	90.51	4.84	11.23845	0.597868	3,701.2	104.4128
2	Lexus ES	Luxury	Petrol	9.98	181.86	18.92	51.43	3.54	9.612051	0.511346	1,986.6	43.7052
3	Audi A6	Luxury	Petrol	11.06	118.07	10.5	80.62	1.46	11.244762	0.598204	1,102.5	24.255
4	Maruti Swift	Hatchback	Diesel	21.17	343.16	17.46	72.65	4.72	19.654066	0.71805	1,658.7	46.7928
5	Hyundai Creta	SUV	Diesel	13.01	371.03	29.95	95.78	3.87	12.388314	0.571747	2,845.25	80.266
6	BMW 5 Series	Luxury	Petrol	11.5	252.85	23.28	66.69	3.79	10.861254	0.577802	2,444.4	53.7768
7	BMW 5 Series	Luxury	Hybrid	16.92	443.63	23.99	77.3	5.74	18.492288	0.983762	2,399	47.98
8	Hyundai i20	Hatchback	Diesel	21.61	52.15	2.36	110.19	0.47	22.097458	0.807318	224.2	6.3248
9	Maruti Swift	Hatchback	Hybrid	20.33	491.22	24.22	76.04	6.46	20.281585	0.740977	2,422	48.44
10	Maruti Ertiga	MUV	Diesel	17.71	174.16	9.54	57.61	3.02	18.255765	0.957757	906.3	25.5672
11	Tata Harrier	SUV	Hybrid	16.85	197.35	11.36	43.63	4.52	17.372359	0.801771	1,136	22.72
12	Hyundai Creta	SUV	Diesel	12.87	199.16	14.22	90.56	2.2	14.005626	0.646389	1,350.9	38.1096
13	Honda Brio	Hatchback	Petrol	17.92	270.12	15.61	68.02	3.97	17.304292	0.632203	1,639.05	36.0591
14	Mahindra Marazzo	MUV	Petrol	11.06	317.83	26.84	99.38	3.2	11.841654	0.621252	2,818.2	62.0004
15	Honda Brio	Hatchback	Hybrid	24.45	96.17	4.02	60.66	1.59	23.922886	0.874009	402	8.04
16	Lexus ES	Luxury	Diesel	13.56	279.99	19.86	100.66	2.78	14.098187	0.750002	1,886.7	53.2248
17	Audi A6	Luxury	Petrol	10.85	108.98	10.77	87.98	1.24	10.118849	0.538307	1,130.85	24.8787
18	Toyota Innova	MUV	Diesel	15.54	300.64	19.13	50.69	5.93	15.71563	0.824494	1,817.35	51.2684
19	Honda City	Sedan	Diesel	18.98	146.75	7.94	115.13	1.27	18.482368	0.729361	754.3	21.2792
20	Maruti Alto	Hatchback	Diesel	19.08	242.3	13.09	62.28	3.89	18.510313	0.676264	1,243.55	35.0812
21	Skoda Rapid	Sedan	Hybrid	23.44	241.53	10.9	118.66	2.04	22.158716	0.874439	1,090	21.8
22	Honda City	Sedan	Petrol	16.74	227.53	12.94	42.49	5.35	17.583462	0.693888	1,358.7	29.8914
23	Lexus ES	Luxury	Petrol	11.55	322.42	29.49	108.65	2.97	10.933198	0.581629	3,096.45	68.1219
24	Honda Brio	Hatchback	Diesel	21.55	229.48	9.78	93.34	2.46	23.464213	0.857252	929.1	26.2104
25	Tata Harrier	SUV	Petrol	12.88	499.47	40.69	66.13	7.55	12.275006	0.566518	4,272.45	93.9939
26	Audi A6	Luxury	Diesel	10.02	135.92	13.32	43.23	3.14	10.204204	0.542848	1,265.4	35.6976
27	Tata Tiago	Hatchback	Hybrid	20.11	427.61	19.19	72.48	5.9	22.28296	0.814096	1,919	38.38
28	Maruti Ertiga	MUV	Diesel	14.56	358.96	22.84	64.72	5.55	15.716287	0.824528	2,169.8	61.2112
29	Toyota Fortuner	SUV	Diesel	14.25	434.93	31.01	86.95	5	14.025476	0.647305	2,945.95	83.1068
30	Audi A6	Luxury	Petrol	11.03	344.54	31.74	51.07	6.75	10.855072	0.577473	3,332.7	73.3194
31	Kia Seltos	SUV	Hybrid	19.64	184.11	8.83	82.21	2.24	20.85051	0.962295	883	17.66
32	MG Hector	SUV	Petrol	14.91	433.3	31.63	76.89	5.64	13.69902	0.632239	3,321.15	73.0653
33	Tata Harrier	SUV	Hybrid	19.16	345.22	19.6	69.85	4.94	17.613265	0.81289	1,960	39.2
34	Audi A6	Luxury	Petrol	8.22	354.63	41.22	91.89	3.86	8.603348	0.457685	4,328.1	95.2182
35	MG Hector	SUV	Petrol	13.18	218.64	15.07	56.33	3.88	14.508295	0.669589	1,582.35	34.8117
36	Hyundai Verna	Sedan	Hybrid	21.17	29.19	1.41	102.33	0.29	20.702128	0.816959	141	2.82
37	MG Hector	SUV	Hybrid	19.19	481.24	25.02	82.87	5.81	19.234213	0.8877	2,502	50.04
38	BMW 5 Series	Luxury	Petrol	10.34	152.97	15.04	113.7	1.35	10.170878	0.541075	1,579.2	34.7424
39	Renault Triber	MUV	Diesel	15.97	35.24	2.02	73.87	0.48	17.445545	0.915251	191.9	5.4136
40	Mahindra Marazzo	MUV	Diesel	14.23	121.39	9.19	109.04	1.11	13.208923	0.692983	873.05	24.6292
41	Hyundai Creta	SUV	Petrol	14	498.67	38.45	42.4	11.76	12.969311	0.598561	4,037.25	88.8195
42	Maruti Alto	Hatchback	Hybrid	24.24	186.8	7.55	74.83	2.5	24.741722	0.903925	755	15.1
43	Tata Tiago	Hatchback	Diesel	21.75	284.9	12.88	103.15	2.76	22.119565	0.808126	1,223.6	34.5184
44	Hyundai Verna	Sedan	Diesel	17.37	148.91	8	48.08	3.1	18.61375	0.734546	760	21.44
45	BMW 5 Series	Luxury	Hybrid	17.91	484.53	25.85	75.18	6.44	18.743907	0.997147	2,585	51.7
46	Toyota Fortuner	SUV	Diesel	14.52	131.6	8.62	50.37	2.61	15.266821	0.704596	818.9	23.1016
47	Maruti Alto	Hatchback	Petrol	16.51	121.04	6.81	104.72	1.16	17.773862	0.649358	715.05	15.7311
48	Skoda Rapid	Sedan	Hybrid	20.12	316.27	15.65	52.48	6.03	20.208946	0.797497	1,565	31.3
49	Skoda Rapid	Sedan	Diesel	16.56	151.35	8.38	79.03	1.92	18.060859	0.712728	796.1	22.4584
50	Toyota Yaris	Sedan	Petrol	16.58	220.93	13.93	76.67	2.88	15.860014	0.625877	1,462.65	32.1783
51	Honda City	Sedan	Hybrid	24.94	433.86	17.53	65.11	6.66	24.749572	0.976681	1,753	35.06
52	Jaguar XF	Luxury	Petrol	11.06	27.6	2.48	81.82	0.34	11.129032	0.592048	260.4	5.7288
53	Tata Tiago	Hatchback	Hybrid	22.8	335.88	15.62	49.36	6.8	21.503201	0.785608	1,562	31.24
54	Kia Carens	MUV	Petrol	14.05	447.14	31.89	105.43	4.24	14.021323	0.735605	3,348.45	73.6659
55	Jaguar XF	Luxury	Petrol	10.05	485.71	50.66	114.59	4.24	9.587643	0.510048	5,319.3	117.0246
56	MG Hector	SUV	Diesel	12.53	99.35	7.92	108.34	0.92	12.544192	0.578941	752.4	21.2256
57	Honda City	Sedan	Diesel	18.02	397.11	23.97	60.22	6.59	16.566959	0.653774	2,277.15	64.2396
58	Toyota Fortuner	SUV	Petrol	13.65	402.04	30.48	54.01	7.44	13.190289	0.60876	3,200.4	70.4088
59	Hyundai i20	Hatchback	Hybrid	21.09	270.54	13.47	87.11	3.11	20.084633	0.733781	1,347	26.94
60	BMW 5 Series	Luxury	Hybrid	15.6	321.12	19.15	100.02	3.21	16.768668	0.892068	1,915	38.3
61	Maruti Swift	Hatchback	Petrol	16.76	161.1	10.48	58.97	2.73	15.372137	0.561613	1,100.4	24.2088
62	Toyota Fortuner	SUV	Diesel	15.14	244.67	17	77.3	3.17	14.392353	0.664238	1,615	45.56
63	Honda City	Sedan	Diesel	17.15	357.96	20.35	114.81	3.12	17.590172	0.694153	1,933.25	54.538
64	Toyota Yaris	Sedan	Petrol	16.37	41.82	2.41	91.73	0.46	17.352697	0.684782	253.05	5.5671
65	Honda Brio	Hatchback	Diesel	21.09	44.12	2.11	42.79	1.03	20.909953	0.763934	200.45	5.6548
66	Toyota Innova	MUV	Petrol	14.36	402.08	26.41	100.3	4.01	15.224536	0.798729	2,773.05	61.0071
67	Toyota Innova	MUV	Petrol	14.09	311.99	20.69	62.48	4.99	15.079265	0.791108	2,172.45	47.7939
68	Tata Tiago	Hatchback	Hybrid	24.01	380.37	16.71	50.04	7.6	22.763016	0.831634	1,671	33.42
69	Hyundai Verna	Sedan	Petrol	17.28	172.66	9.85	99.95	1.73	17.528934	0.691736	1,034.25	22.7535
70	Tata Tiago	Hatchback	Petrol	16.17	160.41	9.51	66.58	2.41	16.867508	0.616245	998.55	21.9681
71	Hyundai Creta	SUV	Hybrid	16.33	333.62	19.6	55.38	6.02	17.021429	0.785575	1,960	39.2
72	Mercedes C-Class	Luxury	Hybrid	15.04	458.21	30.2	67.18	6.82	15.172517	0.807155	3,020	60.4
73	Skoda Rapid	Sedan	Petrol	16.53	495.25	29	64.95	7.63	17.077586	0.673925	3,045	66.99
74	Hyundai Creta	SUV	Petrol	10.44	469.03	43.76	54.86	8.55	10.718236	0.494669	4,594.8	101.0856
75	Toyota Innova	MUV	Diesel	13.31	135.19	9.7	96.81	1.4	13.937113	0.731187	921.5	25.996
76	Audi A6	Luxury	Petrol	11.65	138.4	12.26	77.68	1.78	11.288744	0.600544	1,287.3	28.3206
77	Toyota Yaris	Sedan	Diesel	15.89	75.1	5	115.32	0.65	15.02	0.592728	475	13.4
78	Kia Seltos	SUV	Petrol	13.32	364.22	26.57	108.49	3.36	13.707941	0.632651	2,789.85	61.3767
79	Toyota Innova	MUV	Petrol	12.18	231.23	20.66	98.38	2.35	11.192159	0.587177	2,169.3	47.7246
80	Jaguar XF	Luxury	Petrol	11.45	77.55	6.81	98.79	0.78	11.387665	0.605806	715.05	15.7311
81	Jaguar XF	Luxury	Hybrid	17.7	372.26	21.38	90.58	4.11	17.4116	0.926271	2,138	42.76
82	Maruti Ciaz	Sedan	Petrol	14.78	185.1	12.92	98.64	1.88	14.326625	0.565365	1,356.6	29.8452
83	Maruti Ciaz	Sedan	Petrol	17.1	217.21	13.82	84.85	2.56	15.717077	0.620236	1,451.1	31.9242
84	Kia Seltos	SUV	Petrol	13.9	296.89	19.73	77.12	3.85	15.047643	0.694481	2,071.65	45.5763
85	BMW 5 Series	Luxury	Diesel	10.86	449.94	43.09	102.68	4.38	10.441866	0.555491	4,093.55	115.4812
86	MG Hector	SUV	Diesel	15.45	69.57	4.56	53.8	1.29	15.256579	0.704124	433.2	12.2208
87	Mercedes C-Class	Luxury	Petrol	11.27	400.91	37.56	42.54	9.42	10.673855	0.567833	3,943.8	86.7636
88	Honda City	Sedan	Hybrid	18.81	352.17	17.7	76.63	4.6	19.89661	0.785171	1,770	35.4
89	Hyundai i20	Hatchback	Petrol	15.69	192.42	13.05	105.88	1.82	14.744828	0.538694	1,370.25	30.1455
90	Hyundai Creta	SUV	Petrol	13.97	177.53	11.65	56.72	3.13	15.238627	0.703295	1,223.25	26.9115
91	Tata Tiago	Hatchback	Diesel	21.65	126.19	6.19	70.48	1.79	20.386107	0.744795	588.05	16.5892
92	Lexus ES	Luxury	Hybrid	16.69	118.04	7.33	41.34	2.86	16.103683	0.856691	733	14.66
93	Hyundai Verna	Sedan	Petrol	15.1	35.68	2.32	78.05	0.46	15.37931	0.606907	243.6	5.3592
94	Hyundai Creta	SUV	Diesel	15.88	465.49	27.69	107.59	4.33	16.810762	0.775852	2,630.55	74.2092
95	Mahindra Marazzo	MUV	Petrol	13.05	41.14	3.25	95.47	0.43	12.658462	0.664104	341.25	7.5075
96	Maruti Ertiga	MUV	Diesel	16.41	420.15	26.18	105.17	3.99	16.04851	0.841958	2,487.1	70.1624
97	Maruti Swift	Hatchback	Hybrid	21.28	233.18	11.03	100	2.33	21.140526	0.772357	1,103	22.06
98	Jaguar XF	Luxury	Hybrid	14.37	287.04	21.6	42.33	6.78	13.288889	0.706949	2,160	43.2
99	Kia Carens	MUV	Petrol	11.88	360.86	29.27	47.66	7.57	12.328664	0.646802	3,073.35	67.6137
100	Toyota Fortuner	SUV	Hybrid	19.79	421.52	21.15	44.02	9.58	19.930024	0.919813	2,115	42.3

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