Question
Follow these steps: Please read through and interact with the Jupyter notebook attached to this task. Generate the following graphs from the dataset in this
Follow these steps: Please read through and interact with the Jupyter notebook attached to this task. Generate the following graphs from the dataset in this notebook. Answer the accompanying questions in markdown cells in the notebook: A box plot for the revs per mile for the Audi, Hyundai, Suzuki and Toyota car manufacturers. Which of these manufacturers has the car with the highest revs per mile? A histogram of MPG in the city. On the same axis, show a histogram of MPG on the highway. Is it generally more fuel efficient to drive in the city or the highway? A lineplot showing the relationship between the Wheelbase and turning circle. What is this relationship? What happens when the wheelbase gets larger? A bar plot showing the mean horsepower for each car Type (Small, Midsize, etc.). Does a larger car mean more horsepower? A pie chart for the respective engine sizes. Which engine size seems to be the most popular?
This is the dataset in the notebook:
,"Manufacturer","Model","Type","Min.Price","Price","Max.Price","MPG.city","MPG.highway","AirBags","DriveTrain","Cylinders","EngineSize","Horsepower","RPM","Rev.per.mile","Man.trans.avail","Fuel.tank.capacity","Passengers","Length","Wheelbase","Width","Turn.circle","Rear.seat.room","Luggage.room","Weight","Origin","Make" |
3,"Audi","90","Compact",25.9,29.1,32.3,20,26,"Driver only","Front","6",2.8,172,5500,2280,"Yes",16.9,5,180,102,67,37,28,14,3375,"non-USA","Audi 90" |
4,"Audi","100","Midsize",30.8,37.7,44.6,19,26,"Driver & Passenger","Front","6",2.8,172,5500,2535,"Yes",21.1,6,193,106,70,37,31,17,3405,"non-USA","Audi 100" |
23,"Hyundai","Excel","Small",6.8,8,9.2,29,33,"None","Front","4",1.5,81,5500,2710,"Yes",11.9,5,168,94,63,35,26,11,2345,"non-USA","Hyundai Excel" |
24,"Hyundai","Elantra","Small",9,10,11,22,29,"None","Front","4",1.8,124,6000,2745,"Yes",13.7,5,172,98,66,36,28,12,2620,"non-USA","Hyundai Elantra" |
25,"Hyundai","Scoupe","Sporty",9.1,10,11,26,34,"None","Front","4",1.5,92,5550,2540,"Yes",11.9,4,166,94,64,34,23.5,9,2285,"non-USA","Hyundai Scoupe" |
26,"Hyundai","Sonata","Midsize",12.4,13.9,15.3,20,27,"None","Front","4",2,128,6000,2335,"Yes",17.2,5,184,104,69,41,31,14,2885,"non-USA","Hyundai Sonata" |
27,"Infiniti","Q45","Midsize",45.4,47.9,50.4,17,22,"Driver only","Rear","8",4.5,278,6000,1955,"No",22.5,5,200,113,72,42,29,15,4000,"non-USA","Infiniti Q45" |
28,"Lexus","ES300","Midsize",27.5,28,28.4,18,24,"Driver only","Front","6",3,185,5200,2325,"Yes",18.5,5,188,103,70,40,27.5,14,3510,"non-USA","Lexus ES300" |
29,"Lexus","SC300","Midsize",34.7,35.2,35.6,18,23,"Driver & Passenger","Rear","6",3,225,6000,2510,"Yes",20.6,4,191,106,71,39,25,9,3515,"non-USA","Lexus SC300" |
42,"Plymouth","Laser","Sporty",11.4,14.4,17.4,23,30,"None","4WD","4",1.8,92,5000,2360,"Yes",15.9,4,173,97,67,39,24.5,8,2640,"USA","Plymouth Laser" |
43,"Saab","900","Compact",20.3,28.7,37.1,20,26,"Driver only","Front","4",2.1,140,6000,2910,"Yes",18,5,184,99,67,37,26.5,14,2775,"non-USA","Saab 900" |
44,"Saturn","SL","Small",9.2,11.1,12.9,28,38,"Driver only","Front","4",1.9,85,5000,2145,"Yes",12.8,5,176,102,68,40,26.5,12,2495,"USA","Saturn SL" |
45,"Suzuki","Swift","Small",7.3,8.6,10,39,43,"None","Front","3",1.3,70,6000,3360,"Yes",10.6,4,161,93,63,34,27.5,10,1965,"non-USA","Suzuki Swift" |
46,"Toyota","Tercel","Small",7.8,9.8,11.8,32,37,"Driver only","Front","4",1.5,82,5200,3505,"Yes",11.9,5,162,94,65,36,24,11,2055,"non-USA","Toyota Tercel" |
47,"Toyota","Celica","Sporty",14.2,18.4,22.6,25,32,"Driver only","Front","4",2.2,135,5400,2405,"Yes",15.9,4,174,99,69,39,23,13,2950,"non-USA","Toyota Celica" |
48,"Toyota","Camry","Midsize",15.2,18.2,21.2,22,29,"Driver only","Front","4",2.2,130,5400,2340,"Yes",18.5,5,188,103,70,38,28.5,15,3030,"non-USA","Toyota Camry" |
87,"Toyota","Previa","Van",18.9,22.7,26.6,18,22,"Driver only","4WD","4",2.4,138,5000,2515,"Yes",19.8,7,187,113,71,41,35,NA,3785,"non-USA","Toyota Previa" |
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