Demo Dataset-Automobile

Published: 23 June 2026| Version 1 | DOI: 10.17632/c29nwfkx7x.1
Contributor:
David Wachira

Description

Research hypothesis: Vehicles with larger engines (higher displacement and horsepower) and greater weight tend to have lower fuel efficiency (mpg). Dataset: The dataset contains information on several automobile models. Each row represents a unique vehicle, and the dataset includes key technical and performance variables such as: name, mpg, cylinders, displacement, horsepower, weight, acceleration, model_year, and origin. Use the data for: Exploratory Data Analysis (EDA), regression modeling, teaching, etc. To inteprete the dataset: Compare variables, look for patterns, trends, etc. Limitation: Small sample dataset, the source could not be independently verified.

Files

Steps to reproduce

This dataset was downloaded from Kaggle, a public data source.

Institutions

Categories

Computer Science, Economics, Data Science, Sustainability, Data Analysis, Business Analytics

Licence