Competitive Intelligence
An oncology intelligence dashboard integrating live ClinicalTrials.gov pipeline data with PubMed publication analytics. Tracks sponsor activity across clinical phases (Phase 1-3), maps molecular target landscapes (ADCs, IO, KRAS, Bishpecifics), identifies key opinion leaders through publication network analysis, and synthesizes strategic insights for high-stakes clinical development.
Data Sources: ClinicalTrials.gov API v2 (NLM), PubMed E-utilities, CMS Open Payments, NPPES NPI Registry. Data synchronized via scheduled Cloudflare Worker cycles.
63,525
Oncology Trials
Phase 1–3 · ClinicalTrials.gov
~16,000
US Oncologists
NPI Registry · All subspecialties
318,856
Preprints Indexed
bioRxiv cumulative
~14 hrs
Warehouse Refresh
5 cats/run · every 2h cron
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ClinicalTrials.gov v2 API provides structured trial data. PubMed E-utilities supply publication metadata. Both sources are transformed client-side with advanced oncology target extraction (e.g., TROP2, CLDN18.2, HER2) via keyword matching against intervention names and trial descriptions.
React Context + useReducer manages cross-tab state: trial/publication data, tracked oncology sponsors, active filters, and view selections. Action types handle dynamic data loading, oncology-specific filtering, and cross-tab interactions for KOL mapping.
D3 sub-packages compute layouts for co-authorship networks and competitive density heatmaps. Recharts handles oncology pipeline treemaps and enrollment bars. All visualizations use a high-contrast clinical teal and slate palette for professional scanning.
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