This intensive workshop offers attendees the opportunity to learn various data analysis techniques in R programming language. The data set used in this workshop is NGSIM vehicle trajectory data.
At the end of the workshop, attendees will create a shiny application to explore the Gipps car-following model. All materials will remain available on Github.
Data import and export
Data exploration and transformation
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Summary Statistics
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Creating new variables
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Efficiently processing multiple variables
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Filtering out unwanted observations
Data visualization
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Building a plot layer by layer (ggplot2)
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Make the plot interactive
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Combining multiple plots
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Creating visualization for multiple units
Writing custom functions
DAY 2:
Iteration (Applying the same function on multiple datasets)
Saving results
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Saving plots as images
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Sending plots and tables to Word and PowerPoint from R
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Sending editable plots to Powerpoint for animation
Building an interactive application
You may run this project by cloning this repo or accessing the rstudio cloud project