Visualization Lab
Local-only experimental gallery for candidate race, payee, entity-resolution, and network prototypes.
These views are intentionally experimental and isolated under /experimental. They are built for local evaluation and easy rollback.
Experimental Scope
Route: /experimental/viz-lab |
Feature flag: EXPERIMENTAL_VIZ_LAB_ENABLED
Current period: 2026 Cycle | Date window: 2025-01-01 to 2026-02-27
Prototype Index
Scatter plot of race receipts versus outside-spending pressure for rapid race triage.
Question: Which races are simultaneously money-heavy and outside-pressure-heavy?
Data source: bulk_candidate_committee_finance_agg + bulk_receipts_clean + bulk_expenditures_clean
Quadrant view of donor breadth versus top-candidate receipt concentration.
Question: Which races are broad-based versus concentrated among top contenders?
Data source: bulk_candidate_committee_finance_agg + bulk_receipts_clean
Multi-line cumulative inflow trends for the top races in the selected window.
Question: How quickly is money entering competitive races over time?
Data source: bulk_receipts_clean + bulk_candidate_committee_finance_agg
Top payees by aggregate spending with race-level breakdown rows.
Question: Which payees dominate campaign spending across high-volume races?
Data source: bulk_expenditures_clean + bulk_candidate_committee_finance_agg
Canonical-name rollup showing donor variant clusters and dollars at risk.
Question: Where are naming variants likely distorting downstream analytics?
Data source: analytics_donor_summary (snapshot aggregate)
Top-N filtered donor-committee-candidate network with threshold and search controls.
Question: Who are the highest-connectivity nodes within a constrained graph slice?
Data source: analytics donor->committee flow + committee->candidate linkage graph
Race Money vs Outside Pressure Experimental
Scatter plot of race receipts versus outside-spending pressure for rapid race triage.
Question: Which races are simultaneously money-heavy and outside-pressure-heavy?
Data source: bulk_candidate_committee_finance_agg + bulk_receipts_clean + bulk_expenditures_clean
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Race Funding Concentration Quadrant Experimental
Quadrant view of donor breadth versus top-candidate receipt concentration.
Question: Which races are broad-based versus concentrated among top contenders?
Data source: bulk_candidate_committee_finance_agg + bulk_receipts_clean
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Cumulative Inflow by Top Races Experimental
Multi-line cumulative inflow trends for the top races in the selected window.
Question: How quickly is money entering competitive races over time?
Data source: bulk_receipts_clean + bulk_candidate_committee_finance_agg
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Payee Dominance Across Races Experimental
Top payees by aggregate spending with race-level breakdown rows.
Question: Which payees dominate campaign spending across high-volume races?
Data source: bulk_expenditures_clean + bulk_candidate_committee_finance_agg
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Entity Resolution Risk Panel Experimental
Canonical-name rollup showing donor variant clusters and dollars at risk.
Question: Where are naming variants likely distorting downstream analytics?
Data source: analytics_donor_summary (snapshot aggregate)
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