engineering · 3 min read · Apr 29, 2026

CiteRadar maps researcher influence across institutions and geography

Open-source tool transforms Google Scholar profiles into structured citation networks with geographic visualization and author metadata enrichment.

Source: arxiv/cs.LG · Chenxu Niu, Yiming Sun · open original ↗

CiteRadar extracts citation networks from Google Scholar and visualizes researcher influence geographically with disambiguated author metadata.

  • Accepts single Google Scholar ID; outputs publication list, citing papers, ranked authors, statistics, and interactive world map.
  • Integrates five data sources: Google Scholar, OpenAlex, CrossRef, Semantic Scholar, OpenStreetMap Nominatim.
  • Solves Unicode parsing bug in Scholar HTML that corrupts venue and year metadata.
  • Implements two-stage author disambiguation to prevent same-name entity merging errors (up to 9x h-index misattribution).
  • Converts OpenAlex URLs to API endpoints, raising location data coverage from 0% to ~60%.
  • Generates self-contained HTML map with per-city researcher popups using logarithmic scaling.
  • Addresses gap in accessible bibliometric tools; existing platforms require institutional subscriptions or hide granular metadata.

Astrobobo tool mapping

  • Knowledge Capture Run CiteRadar on your Scholar ID and store the structured output folder as a snapshot of your citation network at a point in time; repeat quarterly to track growth.
  • Reading Queue Use CiteRadar's citing-papers list to populate a reading queue filtered by author institution or geographic region.
  • Focus Brief Generate a monthly focus brief from CiteRadar's statistical summary and top-cited-author table to inform collaboration strategy.

Frequently asked

  • CiteRadar integrates five sources: Google Scholar (publication and citation data), OpenAlex (author metadata and affiliations), CrossRef (DOI and publication details), Semantic Scholar (additional citation context), and OpenStreetMap Nominatim (geographic coordinates). This multi-source approach reduces reliance on any single database and improves metadata completeness.
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APA
Chenxu Niu, Yiming Sun. (2026, April 29). CiteRadar maps researcher influence across institutions and geography. Astrobobo Content Engine (rewrite of arxiv/cs.LG). https://astrobobo-content-engine.vercel.app/article/citeradar-maps-researcher-influence-across-institutions-and-geography-b25f2e
MLA
Chenxu Niu, Yiming Sun. "CiteRadar maps researcher influence across institutions and geography." Astrobobo Content Engine, 29 Apr 2026, https://astrobobo-content-engine.vercel.app/article/citeradar-maps-researcher-influence-across-institutions-and-geography-b25f2e. Based on "arxiv/cs.LG", https://arxiv.org/abs/2604.25057.
BibTeX
@misc{astrobobo_citeradar-maps-researcher-influence-across-institutions-and-geography-b25f2e_2026,
  author       = {Chenxu Niu, Yiming Sun},
  title        = {CiteRadar maps researcher influence across institutions and geography},
  year         = {2026},
  url          = {https://astrobobo-content-engine.vercel.app/article/citeradar-maps-researcher-influence-across-institutions-and-geography-b25f2e},
  note         = {Astrobobo rewrite of arxiv/cs.LG, https://arxiv.org/abs/2604.25057},
}

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