Civic Change Engine

Database Architecture & Taxonomy

312

Focus Areas

across 7 themes of community life

❤️
Our Health
48
focus areas
👨‍👩‍👧‍👦
Our Families
43
focus areas
🏘️
Our Neighborhood
49
focus areas
🗳️
Our Voice
43
focus areas
💰
Our Money
48
focus areas
🌍
Our Planet
43
focus areas
🤝
The Bigger We
38
focus areas

Federal & International Crosswalks

Every focus area maps to standard classification systems

UN SDGs
17
Sustainable Dev Goals
NTEE
23
IRS Nonprofit Codes
AIRS/211
32
Human Services
SDOH
6
Social Determinants
CFDA
23
Federal Programs

14 Action Types

Ways users can engage with civic life

Learn Meet Volunteer Get Trained Take Action Donate Advocate Vote Organize Mentor Report Attend Sign Share

Data Ingestion Pipeline

External APIs → Processing → Platform → Users

External APIs

Google Civic
Congress.gov
Open States
VolunteerMatch
Eventbrite
FindHelp
211/HSDS
ProPublica
Census

Processing

📥
1. Fetch
🗄️
2. Stage
🔄
3. Transform
🤖
4. AI Classify
📝
5. Simplify
🔍
6. Embed
7. Review

Platform

📚 Learning Center
Resources Legislation
⚡ Action Center
Opportunities Events
🔗 Resource Center
Services Benefits
🏛️ Who's Responsible
Officials Positions

User Experience

🔎
Semantic Search
📍
Geo Filter
🎯
Personalization
💾
Saved Items
📊
Dashboards
🔗
API Access

Sync Schedule

On-Demand
Google Civic
Daily
VolunteerMatch, Eventbrite
Weekly
FindHelp, 211, Congress
Monthly
ProPublica (990s)

34

Database Tables

Reference (11)

themes
focus_areas
sdgs
action_types
time_commitments
resource_types
service_categories
positions
jurisdictions
policy_types
government_levels

Content (10)

organizations
opportunities
events
resources
services
agencies
legislation
legislation_content
officials
benefits

Crosswalks (5)

sdg_mappings
ntee_codes
airs_codes
sdoh_codes
cfda_codes

Geography (3)

user_geography
service_areas
neighborhoods

Users (5)

users
user_profiles
user_activity
partner_orgs
api_keys

Key Relationships

Focus Areas ↔ Everything
Every content item links to one or more of 312 focus areas
Organizations ↔ Content
Orgs have many opportunities, events, services, resources
Officials ↔ Jurisdictions
38 position types at Federal, State, County, City levels
Users ↔ Geography
Each user has ZIP, census tract, voting districts

12

External API Integrations

🏛️ Officials & Geography

Google Civic Information
Elected officials at all levels by address
Free25K/day
Census Geocoder
Address → FIPS, tract, districts
Free
TIGERweb
Geographic boundary data
Free

📜 Legislation

Congress.gov
Federal bills, laws, amendments
Free5K/hr
Open States
State legislation (all 50 states)
Free tier1K/day
Federal Register
Regulations, comment periods
Free

⚡ Opportunities & Events

VolunteerMatch
Volunteer opportunities (100K+ orgs)
Free*Apply
Eventbrite
Community events, workshops
Free tier1K/hr

🔗 Services & Organizations

FindHelp
Social services, benefits
Enterprise
211 / Open Referral
Human services data
Partnership
ProPublica
990 data for 1.8M+ nonprofits
Free

MVP Priority Order

1. Google Civic
2. Census Geocoder
3. VolunteerMatch
4. Congress.gov
5. 211/HSDS
6. Eventbrite
7. Open States
8. ProPublica
9. FindHelp
Phase 1 (MVP)    Phase 2    Phase 3