A model that predicts miles per gallon for a series of older automobiles, based on other information about the car, such as acceleration and horsepower. Taken from the UCI machine learning repository at http://archive.ics.uci.edu/ml/datasets/Auto+MPG.
Specifications are given for 93 new car models for the 1993 year. Several measures are given to evaluate price, mpg ratings, engine size, body size, and features.
SOURCES:
Consumer Reports: The 1993 Cars - Annual Auto Issue (April 1993), Yonkers, NY: Consumers Union.
PACE New Car & Truck 1993 Buying Guide (1993), Milwaukee, WI: Pace Publications Inc.
Car origin based on other 7 car variables:
MPG (miles per gallon), # cylinders, engine displacement (cu. inches), horsepower, vehicle weight (lbs.), time to accelerate from O to 60 mph (sec.), model year (modulo 100).
Source: mldata.org
These data give air pollution and related values for 41 U.S. cities and were collected from U.S. government publications. The data are means over the years 1969-1971.
- City: City
SO2: Sulfur dioxide content of air in micrograms per cubic meter
- Temperature: Average annual temperature in degrees Fahrenheit
Enterprises: Number of manufacturing enterprises employing 20 or more workers
- Population: Population size in thousands from the 1970 census
Wind speed: Average annual wind speed in miles per hour
- Rain: Average annual precipitation in inches
Rain Days: Average number of days with precipitation per year