Login to your profile!

Not a member? sign up!

auto mpg     (Misc. data)

Download the data

This data is in the collection of Misc. data

   Download auto mpg

auto mpg is 21KB compressed!

Visualize and interactively analyze auto mpg and discover valuable insights using our interactive visualization platform. Compare with hundreds of other data across many different collections and types.


NameAuto MPG
Data typesMultivariate
Data taskRegression
Attribute typesCategorical, Real
DescriptionRevised from CMU StatLib library, data concerns city-cycle fuel consumption

Please acknowledge the repository in published materials

If you publish material based on the auto mpg dataset obtained from this repository, then, in your acknowledgements, we ask that you note the assistance you received by using this repository.

For example, please use the following BiBTeX reference:

@misc{nr:auto mpg,
      title={auto mpg - Misc. data},
      author={Ryan A. Rossi and Nesreen K. Ahmed},

     title={The Network Data Repository with Interactive Graph Analytics and Visualization},
     author={Ryan A. Rossi and Nesreen K. Ahmed},
     booktitle={Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence},

Note that if you transform/preprocess this data for your own research, we ask that you please share the data by uploading it along with details on the transformation and reference to any published materials.

@     Name = Auto MPGData types = MultivariateData task = RegressionAttribute types = Categorical,
     RealInstances = 398Attributes = 8Year = 1993Area = OtherDescription = Revised from CMU StatLib library, data concerns city-cycle fuel consumption,

Data Statistics

Nameauto mpg
TypeMisc. data
Num. instances400
Num. attributes9
Missing values6

Data Preview

Visual Analytics for Interactive Exploration and Mining

Interactively explore and visualize the data and statistics using our visual analytics and data mining platform

Visualize and interactively explore auto mpg data and its important statistics!

  • A subset of interesting data points may be selected and their properties may be visualized across all statistics. To select a subset of points, hold down the left mouse button while dragging the mouse in any direction until the data points of interest are highlighted.This feature allows users to explore and analyze various subsets of data points and their important interesting statistics and properties to gain insights into the data
  • Zoom in/out on the visualization you created at any point by using the buttons below on the left.
  • Once a subset of interesting data points are selected, we also allow for the selecting and drilling down on any of the interesting properties or attributes using the left menu below.
  • We also have tools for interactively visualizing, comparing, and exploring the data properties and statistics.
Note: You are not logged in!
Please login or join the community to leverage the many other tools and features available in our interactive visual analytics platform.

Discuss and Share

Collaborate and contribute to the first interactive and community-oriented data repository!

Share key insights, awesome visualizations, or simply discuss advantages of data, any observed or known properties, challenges, problems, corrections, and any other helpful comments! Post and discuss recent published works that utilize this dataset (including your own). Any and all feedback is welcome and encouraged.