View statlib-20050214 space_ga (public)
- Summary
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- unknown (from Weka repository)
- Dependencies
- Tags
- arff slurped Weka
- Attribute Types
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# Instances: 3107 / # Attributes: 7
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- Original Data Format
- arff
- Name
- space_ga
- Version mldata
- 0
- Comment
Geographical Analysis Spatial Data
This georeferenced data set was used in:
Pace, R. Kelley, and Ronald Barry, Quick Computation of Regressions with a Spatially Autoregressive Dependent Variable, Geographical Analysis, Volume 29, Number 3, July 1997, p. 232-247.
It contains 3,107 observations on U.S. county votes cast in the 1980 presidential election. Specifically, it contains the total number of votes cast in the 1980 presidential election per county (VOTES), the population in each county of 18 years of age or older (POP), the population in each county with a 12th grade or higher education (EDUCATION), the number of owner-occupied housing units (HOUSES), the aggregate income (INCOME), the X spatial coordinate of the county (XCOORD), and the Y spatial coordinate of the county (YCOORD).
The dependent variable is the log of the proportion of votes cast for both candidates in the 1980 presidential election. Hence, we can express our dependent variable as ln(VOTES/ POP) = ln(VOTES)-ln(POP).
The overall data set has the following structure
[ln(VOTES/POP) POP EDUCATION HOUSES INCOME XCOORD YCOORD]
Additional details can be found, along with other data, manuscripts, free spatial software, and so forth, at www.spatial-statistics.com or www.finance.lsu.edu/re (follow the spatial statistics link). In particular, the above mentioned manuscript which used the data is available for download. If you have any questions, send an email to kelley@spatial-statistics.com.
Information about the dataset CLASSTYPE: numeric CLASSINDEX: none specific
- Names
- ln(VOTES/POP),POP,EDUCATION,HOUSES,INCOME,XCOORD,YCOORD,
- Types
- numeric
- numeric
- numeric
- numeric
- numeric
- numeric
- numeric
- Data (first 10 data points)
ln(V... POP EDUC... HOUSES INCOME XCOORD YCOORD -0.66... 9.97... 9.24... 9.00... 12.1... -8664... 3254... -0.65... 10.9... 10.2... 9.96... 13.0... -8775... 3065... -0.61... 9.72... 8.75... 8.70... 11.6... -8538... 3186... -0.63... 9.27... 8.18... 8.27... 11.2... -8712... 3299... -0.70... 10.1... 9.20... 9.24... 12.1... -8656... 3397... -0.22... 8.86... 7.78... 7.82... 10.6... -8571... 3210... -0.57... 9.60... 8.64... 8.57... 11.5... -8668... 3175... -0.87... 11.3... 10.5... 10.2... 13.4... -8582... 3377... -0.83... 10.2... 9.25... 9.22... 12.2... -8538... 3291... -0.73... 9.50... 8.48... 8.53... 11.5... -8560... 3418... ... ... ... ... ... ... ...
- Description
A gzip'ed tar containing StatLib datasets (statlib-20050214.tar.gz, 12,785,582 Bytes)
- URLs
- (No information yet)
- Publications
- Data Source
- http://lib.stat.cmu.edu/datasets/
- Measurement Details
- Usage Scenario
- revision 1
- by mldata on 2010-11-06 10:00
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Acknowledgements
This project is supported by PASCAL (Pattern Analysis, Statistical Modelling and Computational Learning)
http://www.pascal-network.org/.