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Research, biomedical-literature, patent and search-interest signals for health themes in Malta and seven Mediterranean countries, 2017–2025 (Fliar BI Prism)

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Zenodo2026-10-27 更新2026-10-29 收录
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Aggregate tables behind the article "From Bench to Bedside to Browser: Research-to-Demand Signals in Maltese and Mediterranean Health Sciences, 2017–2025" (Kumar, 2026). All counts were produced from Fliar BI Prism, an index maintained by Fliar BI that links scholarly works, biomedical literature, patent publications and search-interest series, and were taken on 2026-10-27 with the full index available. Population figures are official 1 January estimates. The deposit gives Malta's yearly and institution-level research and PubMed counts, the world baseline, every Maltese-assignee patent family, PubMed, patent, population and monthly search-interest series for Malta and seven Mediterranean comparators (Cyprus, Greece, Italy, Spain, Portugal, Croatia, Slovenia), the derived country panel, the exact theme, affiliation and direction rules, and the figures printed in the article, so that every number in the article can be checked. malta_research_by_year.csv: Maltese research papers per year, theme paper counts and theme share of output (%) world_research_by_year.csv: World baseline: papers per year and theme paper counts, same title rules malta_research_by_institution.csv: Maltese research papers and theme papers by institution group, 2017–2025 malta_pubmed_by_year.csv: PubMed records with a Maltese affiliation per year: total, trials and reviews (high_tier) and theme counts malta_pubmed_by_institution.csv: Maltese PubMed records and theme records by institution group named in the affiliation malta_patent_families.csv: Every patent family with an assignee located in Malta: family id, publication, year, title, CPC codes malta_medical_patent_families.csv: Maltese-assignee families with a medical (A61, G16H) or diagnostic (G01N33) CPC code, with assignee names country_pubmed_by_year.csv: PubMed records per country and year (Malta and seven comparators): totals, trials and reviews, theme counts country_patents.csv: Patent families with an assignee in each country, 2017–2025: total, medical, diagnostic and theme families country_population.csv: Population on 1 January, 2017–2025, used for per-capita rates country_panel.csv: Derived country panel: per-capita output, intensities per 1,000 records, directions, patents and search slopes country_search_interest_monthly.csv: Monthly relative search interest (0–100) for each theme's search topic in each country malta_theme_summary.csv: Direction of each theme in each Maltese stream, as in the article theme_rules.json: Affiliation, comparator, theme (title, exclusion, MeSH, CPC, search topic) and direction rules figures/: Figures in the article Method: Cross-Domain Signal Triangulation (CDST). Each theme is defined once and measured separately in each stream; directions come from a log-linear fit over 2017–2025. See README.md.

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2026-10-27
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