DIV LABS STUDIO // VISUAL STORIES & URBAN INVESTIGATIONS

Data Labs & Explorations

Deep-dive interactive stories mapping New York City’s 125-year housing evolution, the $112.4 billion municipal budget, foundational Golden Era hip-hop lyric taxonomies, and 28,450 commercial storefront leases across 20 corridors.

4 LABS LIVE
Flagship Lab Spotlight
Stipple-engraved architectural cross-section evolving from a Brooklyn brownstone to a mid-century brick apartment building to a modern glass tower
850,000+ Tax Lots1868–2026 Subway Eras5-Borough Affordability
LAB 01 // FEATURED INVESTIGATIONHOUSING

From Tenements to Towers: 125 Years of NYC Housing

Scroll through six transformative chapters of New York City housing—from 1901 walk-up tenements and 1920s subway-boom apartments to modern waterfront towers—or jump straight into the interactive 3D Neighborhood Explorer.

  • 125-Year Time Slider: Scrub year by year from 1900 to 2026 as zoning milestones reshape the skyline.
  • Neighborhood Affordability Shading: Compare real home values and rents against typical household wages across all five boroughs.
  • Architectural Drafting Plates: Inspect historic brownstones, tenements, Art Deco co-ops, and modern high-rises up close.
Showing 4 of 4 Data Labs
LAB 01 // HOUSING850K+ BUILDINGS · 1900–2026
HOUSING & URBAN HISTORY

From Tenements to Towers: 125 Years of NYC Housing

From Lower East Side walk-up tenements to waterfront glass towers—an interactive 3D map charting 850,000 building footprints across all five boroughs, 125 years of zoning history, and the real affordability squeeze for everyday New Yorkers.

Buildings Mapped
850,000+ Lots
Historical Span
1900–2026
LAB 02 // PUBLIC FINANCE$112.4B BUDGET · 13 AGENCIES
FOLLOW THE MONEY · FY2026 LEDGER

The $112 Billion Receipt: NYC Budget Flow

Where do city tax dollars actually go? Follow the money across New York City's $112.4 billion FY2026 budget—from 6 revenue streams and the $100 taxpayer waffle to true pension/overtime costs and your personal itemized tax receipt.

Adopted Budget
$112.4 Billion
True-Cost View
Pensions + Overtime
LAB 03 // CULTURE25 BEDROCK BARS · 35 LINEAGES
LYRICAL TAXONOMY & NYC MUSIC HERITAGE

Lauded Lyrics: NYC Hip-Hop Taxonomy & Citation Trees

Mapping the lineage of 25 foundational New York City Golden Era bedrock bars across multi-generational citation trees, word-level diff tagging, and borough-by-borough linguistic migration.

Bedrock Bars
25 Foundation Tracks
Lineage Citations
35 Verified Trees
LAB 04 // COMMERCIAL URBANISM28,450 STOREFRONTS · 20 CORRIDORS
STOREFRONT CHURN & THE RENEWAL CLIFF

The Five-Year Lease: Storefront Churn & Commercial Longevity

Tracking 28,450 NYC storefront permits, the 46.8% five-year survival cliff, and real rent-to-ticket break-even math across 20 commercial corridors in all five boroughs.

Net Churn Shock
-487 Q1 / -310 Q3
5-Yr Survival Cliff
46.8%