Spatial intelligence for campaigns & causes

Everything happens somewhere.

We build the precinct maps, voter files, and spatial databases that power field programs and legal strategy. When the data has a where, we make it work.

Texas precinct-level boundary estimation map

Our thesis

The choropleth is the easy part.

The hard part is the spatial database underneath. Matching voter files to precincts, reconciling Census geographies across vintages, building crosswalks when the boundaries shift mid-cycle.

We do the infrastructure work that makes the map possible. Our clients get answers that hold up because the data underneath was built to withstand scrutiny.

What we do

Services

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Precinct Mapping

Build, reconcile, and maintain precinct boundary shapefiles from county-level source data.

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Spatial Databases

PostGIS-backed warehouses that join voter files, Census demographics, and election results by geography.

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Geocoding & Matching

Turn address lists into map-ready point data with precinct and district assignment.

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Redistricting Analysis

Expert analysis of proposed boundary changes and their impact on representation.

Election Data Management

Ingest, normalize, and warehouse election results across jurisdictions and vintages.

Custom Map Production

Publication-quality thematic maps for reports, litigation exhibits, and campaign materials.

Expert Witness & Testimony

Technical testimony on spatial methodology, data provenance, and boundary analysis.

Something else?

If your problem has a where, we can probably help.

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93-100%

Geocode match rate

65K

Precincts mapped

56 hrs

Avg. turnaround

2011

Year founded

Who we work with

Built for people who need shapes.

Campaigns

Field programs that need precinct-level targeting, walk-list geography, and turf-cut maps.

Legal Teams

Litigation support for redistricting challenges, VRA claims, and boundary disputes.

Advocacy Orgs

Nonprofits and civic groups that need demographic overlays, canvass universes, and spatial reporting.

Researchers

Political scientists and demographers who need clean, joinable spatial data for analysis.

Pandas GeoPandas PostGIS MapServer Apache Sedona Spark

“Siege Analytics built our precinct maps from scratch when no one else could. Their spatial database became the backbone of our entire field operation.”

Jon Reznick, Field Director

Start a conversation

Have a question about where?

Tell us about your project. We will scope the work and get back to you within 48 hours.

contact@siegeanalytics.com