History
R-Shief began in 2009 as a thesis project — a bilingual test bed for mining and visualizing social media data, built by Laila Shereen Sakr (VJ Um Amel) for an MFA in Digital Arts and New Media at UC Santa Cruz. Within two years it was a live instrument: by June 2011, R-Shief V1 was harvesting Twitter by hashtag and visualizing the results in real time, in the middle of the Arab uprisings it would go on to document for the next decade.
It broke, more than once, and the breaking is part of the record. On January 27, 2011, as tweet volume from the Egyptian uprising spiked, the shared server R-Shief ran on crashed under the load — the first of several migrations, first to a VPN server, later to the cloud, that taught as much about the physical cost of data infrastructure as any dashboard could show. Later that year, its Arabic sentiment analysis read a public statement by the Egyptian politician Mortada Mansour as sincere, missing that it was, to most of Egypt, a standing joke. The tool had learned to read the words. It had not learned to read the room.
By 2017, R-Shief V4 — running on a cloud stack we called kal3a — had grown into an archive of more than thirty billion tweets in over seventy languages, cited in more than 110 published works of scholarship. In 2026, its active work continues as Contrapuntal. This site is what's left standing: the archive itself, the tools that built it, and the record of what it got right and wrong along the way.