Visualizing crowd sourcing data

At the closing keynote of the recent Strata Summit in New York, O’Reilly Media founder Tim O’Reilly showed a representation of crowd sourced data on Wikipedia of the 2011 Tōhoku earthquake and tsunami , showing a before and after picture of the page. While interesting, it did not represent what could be shown with the data.

Using the Wikipedia API’s, some features of my VisMarks startup I was able to create a better representation showing an animation of the article over time. While this Wikipedia Earthquake Animation (on a different page for loading) shows a representation of the first 1,000 revisions it highlights one cool way visualize crowd sourced data. Pay particular attention to the new language articles introduced, the images and table of contents as different types of data being added.

While the likes of Twitter and Facebook can provide a stream of information on an emerging event, Wikipedia is unique in that individuals contribute to a single source of combined information. This removes all the noise of duplication. It does not remove the CRUD, however as seen in this article this is quickly removed by others in the community.

It is also cool to see the size of the article grow over time. Below is a graph of the first 24 hours.

These are simple examples of using public API’s and simple tools (in this case, imagemagick,gnuplot and some shell scripts) to tell a story with data visualization.

Tagged with: Data Visualization

Related Posts

Six connections and a long queue: how a TLS-inspecting proxy quietly turned HTTP/2 into HTTP/1.1

I recently tracked down a performance problem that turned out not to be in the application, the servers, or the CDN. A corporate TLS-inspecting proxy sat between the users and the site.

Read more

How easy is it to use the VillageSQL MCP extension?

VillageSQL published Access MySQL over MCP with vsql-mcp . The extension serves the Model Context Protocol from inside the database, so an agent talks to MySQL over Streamable HTTP without a sidecar holding a credential.

Read more

Getting VECTOR capabilities in MySQL 8.4 using VillageSQL

For this quick verification of the 0.0.7 development branch of VillageSQL with the new vsql-vector plugin. Recreate the VillageSQL Percona Live presentation using MySQL version 8.4 and SVECTOR. Demonstrate a more detailed example using SVECTOR(1024) string embedded data.

Read more