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CPE 365 Alex Dekhtyar |
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Cal Poly Computer Science Department |
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San Luis Obispo College of Engineering |
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California dekhtyar@csc.calpoly.edu |
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CARS DATASET |
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Version 1.0 |
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September 26, 2007 |
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Sources: |
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The Committee on Statistical Graphics of |
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the American Statistical Association (ASA) |
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1983 Cars dataset |
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available (among other places) from |
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CMU's StatLib server: |
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http://lib.stat.cmu.edu/datasets/ |
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This file describes the contents of the CARS dataset |
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developed for the CPE 365, Introduction to Databases |
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course at Cal Poly. |
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The dataset is a normalized and slightly enhanced version |
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of the ASA's Committee on Statistical Graphics "cars" |
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dataset offered in 1983 for the visualization competition. |
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Please refer to the original dataset description |
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in the file "cars.desc" included with this distribution for |
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historical purposes. (please, note, cars.desc file does not |
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describe the format of this dataset correctly). |
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The dataset describes the origins and different parameters |
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of 406 car models produced in the world between 1970 and 1982. |
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The dataset consists of the following files: |
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General Conventions. |
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1. All files in the dataset are CSV (comma-separated values) files. |
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2. First line of each file provides the names of |
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columns. Second line may be empty, or may contain |
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the first row of the data |
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3. All string values are enclosed in single quotes (') |
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- car-makers.csv : information about companies that produce cars |
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- car-names.csv : information about specific cars (by name) |
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- cars-data.csv : operational parameters of the cars |
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- continents.csv : list of continents |
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- countries.csv : list of countries |
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- model-list.csv : information about car models produced by car makers |
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The core of the dataset consists of four files: car-makes.csv, model-list.csv, |
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car-names.csv and cars-data.csv. The first file identifies companies |
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that produce cars (e.g, "Ford Motor Company", "Toyota"), the second file |
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lists various models and identified their makes (e.g., "Ford" and "Mercury" |
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produced by Ford, "Oldsmobile" and "Chevrolet" produced by GM). The third |
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file is the masterlist of 406 car makes considered in the database |
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(e.g., "ford torino" or "amc rebel set"). The fourth file contains information |
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about the operating parameters (see below for a full list) for each make. |
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Individual files have the following formats. |
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************************************************************************** |
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car-makers.csv |
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Id : unique identifier of the car maker |
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Maker : short nickname for the car maker |
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FullName : full name of the car maker |
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Country : Id of the home country of the maker (see countries.CountryId) |
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************************************************************************** |
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car-names.csv |
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MakeId : unique identifier of the car make |
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Model : unique name of the car model (see model-list.Model) |
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MakeDescription : description (name) of the car make |
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************************************************************************** |
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cars-data.csv |
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Id : unique identifier of the car make (see car-names.MakeId) |
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MPG : milage per gallon |
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Cylinders : number of cylinders |
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Edispl : engine displacement volume in cubic inches |
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Horsepower : power of the engine in horsepowers |
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Weight : weight of the car in lbs |
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Accelerate : time to accelerate from 0 to 60mph in seconds (possibly |
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with fractions of a second) |
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Year : year the car was made |
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NOTE: this file adds the Id attribute to the original cars.data file from |
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the ASA cars dataset, removes the Origin attribute (the origin is |
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now dealt with elsewhere), and modifies year to be the actual year |
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rather than "year - 1900". |
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************************************************************************** |
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continents.csv |
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ContId : unique identifier of the continent |
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Continent : name of the continent |
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************************************************************************** |
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countries.csv |
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CountryId : unique identifier of the country |
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CountryName : name of the country |
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Continent : unique identifier of the continent the country is on |
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(see continents.ContId) |
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************************************************************************** |
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model-list.csv |
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ModelId : unique identifier of the car model |
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Maker : unique identifier of the car maker (see car-makers.id) |
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Model : name of the car model (also unique) |
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************************************************************************** |
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************************************************************************** |
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