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Accessible sense-making for our online conversations.

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Top financial contributors


$12k USD since Oct 2020


Let’s get the ball rolling! This is where things get planned and sometimes this is where things get done. Ask questions, thank people for their efforts, and contribute your skills to the service of the community.


See how money openly circulates through SMAT. All contributions and all expenses are published in our transparent public ledger. Learn who is donating, how much, where is that money going, submit expenses, get reimbursed and more!

Mix September (part 2)

by Protozoa10/19/2020

Invoice #26494


by Emmi Bevensee10/15/2020

Invoice #26414


by Max Aliapoulios10/12/2020

Invoice #26054

Today’s balance

$6,225.57 USD

Estimated annual budget

~ $10,923.48 USD

SMAT is all of us

Our contributors 4

Everyone who has supported SMAT. Individuals and organizations that believe in –and take ownership of– our purpose.

Financial Contributor

Total contributions

$12,137 USD


The Social Media Analysis Toolkit (SMAT) was designed to help facilitate activists, journalists, researchers, and other social good organizations to analyze and visualize larger trends on a variety of platforms. We provide easy to use tools that help you tell a story about something happening at a large scale online. The tools are designed to be quick and simple so that users can quickly respond to things like disinformation and hate as they occur, while also having the tools be rigorous enough to have applications in scholarly research. While we have built the framework, it is up to you and your curiosity to find what stories are waiting to be discovered.

Find us on gitlab or say "Hey!" at rebelliousdata[at] or @emmibevensee on Twitter. Descriptions of bugs or desired features welcomed!

Contributors: Emmi Bevensee, Max Aliapoulios, Harry Momand, Jason Baumgartner, Quinn Dougherty, Jeremy Blackburn,  ZC,  Protozoa Co-op, Mix Irving, Jacob Karlsson, Zach!, Jahed Momand, and others. Special thanks to the incredible iDrama research lab for their support. Tools built with Pushshift. Inspired by the slackbot. Made in with collaboration and support from the Network Contagion Research Institute and the Mozilla Foundation.