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space_ga - MaRDI portal

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space_ga

From MaRDI portal
Dataset:6037820



OpenML44985MaRDI QIDQ6037820

OpenML dataset with id 44985

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22111849/space_ga.arff

Upload date: 22 December 2022



Dataset Characteristics

Number of classes: 0
Number of features: 7 (numeric: 7, symbolic: 0 and in total binary: 0 )
Number of instances: 3,107
Number of instances with missing values: 0
Number of missing values: 0

Data Description

The dataset contains 3,107 observations on U.S. county votes cast in the 1980 presidential election.

Given population, education levels in the population, number of owned houses, incomes and coordinates, the goal is to predict the number of votes per population (logarithmic).

Attribute Description

1. *ln_votes_pop* - logarithm of total number of votes - logarithm of populaiton (ln(votes/pop)), target feature 2. *pop* - the population in each county of 18 years of age or older 3. *education* - the population in each county with a 12th grade or higher education 4. *houses* - the number of owner-occupied housing units 5. *income* - the aggregate income 6. *xcoord* - X spatial coordinate of the county 7. *ycoord* - Y spatial coordinate of the county






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