Movie Theater Data
by: Jacob Kinsman (over 2 years ago)



Project #1157

294 Views
Description




This is the second of two fictitious data sets used for a user study entitled "Understanding Related Data Through Regression Analysis."

This user study was conducted as part of a research project by Jacob Kinsman under the advisement of Dr. Fred G. Martin.  The project extended the regression controls featured within the iSENSE Timeline and Scatter visualizations with Symbolic Regression.  Symbolic Regression attempts to automatically determine the mathematical function that describes the relationship between variables in data without a priori knowledge.

The user study was conducted to determine if Symbolic Regression is an effective tool for discovering the relationship between variables in complex data sets.  This data set was constructed such that these relationships were pronounced.  During the user study, participants were asked to analyze this data set, and use the iSENSE visualization suite to extract quantitative data regarding specific variables, and the mathematical relationship between them.

The paper describing the Symbolic Regression research and iSENSE user study can be viewed at: https://github.com/JKinsman/Honors-Project-Materials/blob/master/symbolic-regression-via-pareto-genetic-programming-honors-thesis-jkinsman.pdf

Data Sets
Fields
Name Units Type
Popcorn Price
None
Number
Candy Price
None
Number
Drink Price
None
Number
Ticket Price (Adult)
None
Number
Theater Capacity
None
Number
Popcorn Sold
None
Number
Candy Sold
None
Number
Drinks Sold
None
Number
Adult Tickets Sold
None
Number
Ticket Price (Child)
None
Number
Child Tickets Sold
None
Number
Total Revenue
None
Number
Horror Movie Tickets Sold
None
Number
Comedy Movie Tickets Sold
None
Number
Drama Movie Tickets Sold
None
Number
Family Movie Tickets Sold
None
Number
Theater Number
None
Number
Handicap Accessible
None
Text
Region
None
Text
Theater Name
None
Text
Latitude
None
Latitude
Longitude
None
Longitude
Formula Fields
Contribute Data
Please log in to contribute data
Media

Movie Theater Data

Project #1157 on iSENSEProject.org


Description




This is the second of two fictitious data sets used for a user study entitled "Understanding Related Data Through Regression Analysis."

This user study was conducted as part of a research project by Jacob Kinsman under the advisement of Dr. Fred G. Martin.  The project extended the regression controls featured within the iSENSE Timeline and Scatter visualizations with Symbolic Regression.  Symbolic Regression attempts to automatically determine the mathematical function that describes the relationship between variables in data without a priori knowledge.

The user study was conducted to determine if Symbolic Regression is an effective tool for discovering the relationship between variables in complex data sets.  This data set was constructed such that these relationships were pronounced.  During the user study, participants were asked to analyze this data set, and use the iSENSE visualization suite to extract quantitative data regarding specific variables, and the mathematical relationship between them.

The paper describing the Symbolic Regression research and iSENSE user study can be viewed at: https://github.com/JKinsman/Honors-Project-Materials/blob/master/symbolic-regression-via-pareto-genetic-programming-honors-thesis-jkinsman.pdf


Fields
Name Units Type of Data
Popcorn Price
None
Number
Candy Price
None
Number
Drink Price
None
Number
Ticket Price (Adult)
None
Number
Theater Capacity
None
Number
Popcorn Sold
None
Number
Candy Sold
None
Number
Drinks Sold
None
Number
Adult Tickets Sold
None
Number
Ticket Price (Child)
None
Number
Child Tickets Sold
None
Number
Total Revenue
None
Number
Horror Movie Tickets Sold
None
Number
Comedy Movie Tickets Sold
None
Number
Drama Movie Tickets Sold
None
Number
Family Movie Tickets Sold
None
Number
Theater Number
None
Number
Handicap Accessible
None
Text
Region
None
Text
Theater Name
None
Text
Latitude
None
Latitude
Longitude
None
Longitude

Our Data
Name(s): ______________________________________
Date: _________________________________________

Popcorn Price Candy Price Drink Price Ticket Price (Adult) Theater Capacity Popcorn Sold Candy Sold Drinks Sold Adult Tickets Sold Ticket Price (Child) Child Tickets Sold Total Revenue Horror Movie Tickets Sold Comedy Movie Tickets Sold Drama Movie Tickets Sold Family Movie Tickets Sold Theater Number Handicap Accessible Region Theater Name Latitude Longitude