Blog
Notes on public data, how this network is built, and how to work with us. RSS feed.
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Why Simba Systems exists
Public data is scattered across government portals, PDFs, and paywalls. Simba Systems is a network of small sites that each make one slice of it usable.
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How we measure growth
The growth chart combines Cloudflare zone analytics and Cloudflare Web Analytics across every site in the network. Here is exactly what is counted and what is not.
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How to work with us
Three ways in: advertise across the network, bring a dataset or a site to cross-link, or write for the blog. Here is what each actually involves.
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How the network is built
One shared engine across every site: Astro on Cloudflare Pages, a Cloudflare Worker for anything dynamic, and Python pipelines that write JSON the build reads.