Elite Analytics Dashboard

AI-powered visualizations impossible before modern data infrastructure — built for Chief Data Officers of Democratic campaigns.

Sprint 2.7 — 11 Elite Visualizations
17
Ridgeline Plot — Polling Distribution Shifts
Distribution of recent polls across 6 key Senate races
SOURCED GA-SEN: Emerson/Nexstar Feb 28–Mar 2, 2026 (n=1,000 LV, ±3.0%) · Other races: CDO backend API + Cook Political
18
Beeswarm Poll Chart
Individual polls sized by sample size, colored by pollster rating
A+ Pollster
B Pollster
C Pollster
19
Sankey Voter Flow Diagram
2020 → 2024 → 2026 voter alignment shifts
20
GA-SEN Poll Results by GOP Matchup — Ossoff Two-Party Share
Real data: Emerson/Nexstar Feb 28–Mar 2, 2026 · n=1,000 LV · MOE ±3.0% · Error bars shown
SOURCED DATA
Converted from illustrative candlestick → real poll bar chart. Ossoff leads all GOP matchups within current polling. Carter is most likely nominee based on primary polling average (Collins +16.7 pts, per RCP/270toWin Mar 9 2026).
21
Narrative Contagion Network
Force-directed story spread across news sources
★ Origin
National
Critical coverage
Counter-narrative
SOURCED DATA
Methodology: Real story: "Republicans Unveil $342M Senate Battle Plan" (NYT, Apr 6 2026 14:00 ET). 11 outlets confirmed via CDO backend /narrative/contagion RSS scraping. Gold node (★) = origin outlet. Edges animate in real chronological order.
22
Scenario Fan Chart — Ossoff GA-SEN Projection
50/80/95% confidence bands to election day
23
Adaptive Cartogram — Senate Battleground
Toggle metrics · Click state for county-level detail
24
Horizon Chart — Multi-Race Tracker
10 competitive races · time scrubber replays Jan–Apr 2026
April 2026
25
Cross-Signal Synthesis Timeline — Ossoff GA-SEN
4 normalized signals: polls · news sentiment · fundraising · social
DATA SOURCES & REFERENCES
Polling Data
RealClearPolitics Senate 2026
Senate race poll averages across all competitive states
538 / ABC News Polls
Individual poll database with A–F pollster grades
Sabato's Crystal Ball
UVA Center for Politics election analysis and ratings
Election Results
MIT Election Data & Science Lab
Historical vote share and margin data by race and state
Cook Political Report
Official 2026 Senate race ratings and PVI scores
Campaign Finance
FEC Public Records
Federal Election Commission — Q4 2025 / Q1 2026 filings
OpenSecrets 2026 Senate
Compiled fundraising totals, cash on hand, outside spending
ProPublica Campaign Finance API
Programmatic FEC data access
Census & Demographics
Census ACS (American Community Survey)
State-level demographic, income, and housing data
PPIC Statewide Survey
California public opinion, crosstabs by race/age/region
Turnout Data
U.S. Elections Project
VAP and VEP turnout by state — 2022 midterm baseline
MIT Election Lab — Turnout
Voter turnout data across election cycles
Platform Intelligence
CDO Analytics API
Live competitive index, emotional sentiment, narrative trending
Congress.gov
Official legislative data and member voting records
Methodology
Turnout: 2022 VEP (Voting Eligible Population) % by state — U.S. Elections Project (Michael McDonald, Univ. of Florida) + Pew Research Center analysis Mar 10 2023 (pewresearch.org). National avg: 45.1%. Persuadability: ESTIMATED — derived from 2020→2022 presidential-to-midterm swing delta per state (MIT Election Lab). Higher delta = more volatile/persuadable electorate. Fundraising: FEC Q4 2025 cycle totals (filed Jan 31 2026) normalized 0–100 per candidate competition intensity. Ridgeline means: GA-SEN sourced from Emerson/Nexstar Feb 28–Mar 2 2026 (D+3). All other races: CDO backend API or Cook Political rating band. Where <3 polls exist, Gaussian bandwidth widened to reflect uncertainty.