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High-volume video research
Search complete floor and committee archives for relevant remarks, exchanges, commitments, and procedural moments.
Start with a member, race, issue, bill, district, or claim. Polilens searches across floor and committee video, bills, and the legislative actions attached to them. We connect the strongest findings to the exact remarks, amendments, votes, and local stakes behind the record.
Campaign-ready research packet
Scoped to your targetStart with
Video
Remarks and exchanges
Record
Bills, actions, and votes
Local stakes
District-level consequences
Packet includes
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Search complete floor and committee archives for relevant remarks, exchanges, commitments, and procedural moments.
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Connect video to the exact bill, amendment, pending question, journal entry, action, and recorded vote it concerns.
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Identify affected local interests, district-level consequences, counterevidence, and the limits of what the record supports.
Floor-video intelligence
Technical case studyPolilens identified Democratic Yea or Nay urges in floor video, mapped each one to the exact pending action, and compared it with every Republican member's recorded vote.
Texas House 89R
Open case studyLegislative behavior analysis
Interactive case studyA technical demonstration of member-specific, roll-adjusted models for within-party cohesion and directional cross-party voting patterns.
Texas House 89R
Open case studyEach packet is scoped around the target, source universe, and decisions your team needs to make.
Send a member, race, issue, bill, district, or claim. We will define the relevant records, research scope, and useful output.