Civic Impact through Data Visualization: Final
This interactive visualization combines a geographic map of San Francisco neighborhoods with a line plot of Airbnb listing activity over time. Using D3.js, the map displays neighborhood boundaries with circles sized by the number of listings, scaled with a square-root power scale. The line plot shows the time series of Airbnb activity for each neighborhood. Both views are linked: hovering or selecting a neighborhood on the map highlights its corresponding time series. Data comes from Inside Airbnb and is presented under a CC0 public domain license. The visualization allows users to explore how Airbnb listings are distributed across SF neighborhoods and how activity changes over time, providing insight into the company's civic impact.
AI-generated descriptionThese are the materials for my workshop on creating interactive data visualizations with D3! We will be using the following two tools to work through the exercises:
- bl.ocks.org: D3.js Gist renderer and online community
- Building Blocks: In-browser interactive D3.js bl.ock editor
And please do not hesitate to reach out to me directly via email at jondinu@gmail.com or over twitter @clearspandex
Throughout this workshop, you will learn how to make an interactive map of AirBnB listings in SF to better understand the companies impact on the city.
Exercises
- Part 1: simple bubble chart visualizing 3 dimensions of the data.
- solution
- Part 2: thematic map of AirBnB listings distribution across SF neighborhoods.
- solution
- Final (you are here 👇): interactive linked map and line plot of AirBnB activity per each neighborhood in SF.
The Data
The data comes from Inside AirBnB and it is available below under a Creative Commons CC0 1.0 Universal (CC0 1.0) "Public Domain Dedication" license.
Inside AirBnB is an independent, non-commercial set of tools and data that allows you to explore how Airbnb is really being used in cities around the world.
Github repo: https://github.com/Jay-Oh-eN/interactive-data-viz
Archival event links:
forked from <a href='http://bl.ocks.org/Jay-Oh-eN/'>Jay-Oh-eN</a>'s block: <a href='http://bl.ocks.org/Jay-Oh-eN/b8ef4734abad1c644221'>Civic Impact through Data Visualization: Final</a>