1. Tools and Softwares
2. Datasets

Data Analytics and Visualization

RE 519, Runstad Department of Real Estate, University of Washington, Autumn 2025
Monday & Wednesday, 2:30 - 3:50pm, Mechanical Engineering Building 245

Resources

Tools and Softwares

• Tidyverse (R)

• Pandas (Python)

• Tableau for Students – a free Tableau license for students

• Tableau Public – a free version of Tableau which publishes to the web

• D3 (JavaScript) - A JavaScript library for data-driven DOM manipulation, interaction and animation. Includes utilities for visualization techniques and SVG generation.
• Altair (Python) - Jupyter-friendly Python API for Vega-Lite
• Seaborn (Python) - Python library with nice defaults, built on top of matplotlib
• Vega-Lite (JavaScript) - A high-level visualization grammar that compiles concise specifications to full Vega specifications.
• GGplot2 (R) - a graphics language for R

• Shiny (R)

• Leaflet - a popular open-source mapping library

• Adobe Color

• Viz Palette

• Visual Studio Code
• Windows Terminal

Datasets

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Built on Just the Class developed by Kevin Lin at Allen School