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Data Sources & Bibliometric Methodology

Last updated September 15, 2026

Transparency in data origin is the foundation of research trust. This document outlines the authoritative datasets, collection pipelines, and mathematical normalization protocols utilized across Impact Factor Site.

Primary Data Repositories

Bibliometric Indicator Primary Source Database Indexing Scope Collection Cadence
Journal Impact Factor (JIF) Clarivate Journal Citation Reports® (JCR) Web of Science Core Collection (SCIE, SSCI, AHCI, ESCI) Annual (June)
CiteScore & CiteScore Tracker Elsevier / Scopus® Scopus Journal Master Database (27,000+ titles) Annual & Monthly Tracker
SCImago Journal Rank (SJR) SCImago / Scopus Scopus Core Index Annual
SNIP (Source Normalized Impact) CWTS Leiden / Scopus Scopus Core Index Annual
Open Access & APC Data DOAJ & Official Publisher Pages Peer-reviewed open access publishers Quarterly

Data Cleaning & ISSN Disambiguation

Many academic journals operate with both a Print ISSN and an Electronic ISSN (e-ISSN), or have undergone title changes across historical publishing eras. Our database normalization pipeline maps all ISSN variations to canonical journal entities to ensure citation calculations never suffer from fragmentation.

Disclaimers & Intellectual Property

Journal Impact Factor and JCR are registered trademarks of Clarivate. Scopus and CiteScore are registered trademarks of Elsevier. Impact Factor Site uses these figures strictly under fair-use citation and academic reporting principles for research reference and educational analysis.

Read Editorial Policy → · Search Journal Database →

Written and reviewed by named authors Every page is bylined with real credentials, linked to ORCID or Google Scholar — no anonymous “Team” posts.
Every figure sourced and dated No metric is published without a visible primary source and a “last reviewed” date.