Publications by Prof. Tim Fraser
Lab: Political Polarization in US Counties
Group Lab #1: Political Polarization in US Counties Module 4: Enter the Tidyverse (Lab 4) Group Lab #1: Political Polarization in US Counties Background and Instructions Task 1. Describe Data Task 2. Visualize Distributions Task 3. Measuring the Partisan Gap Task 4. Regional Differences Turn it in Prof. Tim FraserMy Website | ResearchGate | ...
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Reviewing the Tidyverse
Module 6: Reviewing the Tidyverse Workshop 6: Recap! Module 6: Reviewing the Tidyverse Task 0. Load your packages Task 1. Make a data.frame. Task 2. Reverse-engineer the following visualization. Task 3. Summarizing by Group Task 4. Visualize Task 5. Filtering and Summarizing Task 6. T-tests Task 7. Correlation Task 8. Cross-tabulation Task 9. C...
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Lab: Effects on Political Polarization on Health
Module 7: Statistical Significance Lab 7: Effects on Political Polarization on Health Module 7: Statistical Significance Background and Instructions Data & Variables Task 1: Difference of Means Task 2: Task 3: Interpretation Task 4: Visualizations Submit! (Timothy Fraser) Click here to run the code for this lab yourself on RStudio.Cloud! ...
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Regression and the Line of Best Fit
Module 8: Regression and the Line of Best Fit Workshop 8: Modeling Diamond Pricing Module 8: Regression and the Line of Best Fit 0. Import Data Load Data View Data Codebook 1. Review Select Topic Scatterplots Correlation 2. Regression and the Line of Best Fit 2.1 Model Equation 2.2 Coding Regression Models 3. Finding the Line of Best Fit ...
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Lab: Modeling Carbon Footprints in Japan
Module 8: Regression and the Line of Best Fit Lab 8: Modeling Carbon Footprints in Japan Module 8: Regression and the Line of Best Fit 0. Import Data Load Data View Data Codebook Descriptives Task 1: Average Carbon Footprints Question Answer Task 2: Modeling Model Equation Model Table Model Fit Task 3: Top Cities Task 4: Compare Conclus...
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Lab: Visualizing Economic Effects of Disasters
Module 9: Multiple Regression Lab 9: Visualizing Economic Effects of Disasters Module 9: Multiple Regression 0. Import Data Load Data View Data Codebook Task 1. Filtering Question Answer Question Answer Task 2. Better Variable Labels Question Answer Task 3. Aesthetic Choices Question Answer Tim FraserMy Website | ResearchGate | Twitte...
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Workshop: Using GIS to find the Nearest Polling Place in Boston
Coding for Social Science Workshop: Using GIS to find the Nearest Polling Place in Boston Coding for Social Science 0. Import Data Load Packages and Projections Load Data View Data Codebook Task 1: Visualize Task 2: Measure Task 3: Analyze Task 4: Export Prof. Tim FraserMy Website | ResearchGate | Twitter Click here to run the code for th...
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Mapping Urban Policy: Social Infrastructure in Worcester, MA
Lesson Comparing City Blocks Comparing Neighborhoods Comparing Cities Lesson Welcome to today’s workshop! Today, we’ll be learning about GIS and mapping helps us study cities, focusing on social infrastructure - the places in our communities that build social ties and help sustain us throughout crisis. Please review the slides below! After e...
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Research Team: Social Infrastructure Project Guide
0. Getting Started 1. Data Prep 2. Case Study Selection 3. Analyze: Nearest Social Infrastructure 4. Analyze: Average Distance to Social Infrastructure 5. Boston: Nearest Social Infrastructure 6. Boston: Average Distance 0. Getting Started Hi! This site will be our starting point for sharing coding, data, and new techniques for our research proj...
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Research Team: BlueBikes Project Guide
0. Getting Started 1. BlueBikes Data 2. Refined Data 3. Network Data 4. Networks over Time 5. Permutation Tests 0. Getting Started Welcome! This site presents all materials for replicating our team’s project analyzing the Boston BlueBikes network. You can start your own RStudio.Cloud project with this data using the following link. This RStudi...
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