Table 7_A bibliometric and text-mining analysis of lipidomics and metabolomics in human di
by Alejandro I. Trejo-Castro·Updated 19d ago
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Description
A bibliometric analysis of 9,628 scientific articles on lipidomics and metabolomics from 2004 to 2024, sourced from Scopus and validated against Web of Science and PubMed. The dataset was created by Alejandro I. Trejo-Castro and last updated in May 2026. It tracks the rapid expansion of the field, with a reported annual growth rate of 32.6%, and identifies leading countries, journals, and emerging research themes.
Use Cases
Analyzing publication trends and growth rates in lipidomics and metabolomics research based on the described 20-year time span.
Identifying leading countries and institutions in the field based on the bibliometric analysis of 9,628 articles.
Mapping thematic evolution and emerging topics like AI and multi-omics integration based on the text-mining methodology.
Comparing journal and country rankings across multiple scientific databases based on the cross-validation approach described.
Strengths
Analysis is based on 9,628 harmonized articles, providing a substantial corpus for trend analysis.
Data was validated through equivalent searches in Web of Science and PubMed, suggesting a multi-source approach.
Covers a 20-year time range from 2004 to 2024, allowing for longitudinal study.
Limitations
The dataset is very small (14.9 KB), indicating it likely contains summary statistics rather than the raw article corpus.
Row count and column-level documentation are unknown, limiting assessment of granular data structure.
Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
Source
figshare, authored by Alejandro I. Trejo-Castro.
Collection Method
Bibliometric and text-mining analysis of scientific literature from Scopus, Web of Science, and PubMed using Bibliometrix, Scimago Graphica, OpenRefine, and custom R scripts.
Time Range
2004 to 2024
Freshness
Last updated 2026-05-19 04:25:27; freshness should be verified.
Geography
Global, with specific mention of the United States, China, and Europe as leading contributors.