Des sources vérifiables. Des scores contestables.

Developer pain and visible open-source supply.

Données consultées

Public issues, repository metadata, stars, forks, comments and reactions.

Règle d’usage commercial

Official API; bounded use under GitHub terms and rate limits.

Attribution

Repository and issue links point back to GitHub.

Licence / conditions

GitHub Terms

Explicit buyer needs backed by public procurement budgets.

Données consultées

Published procurement titles, descriptions, dates, locations and declared values.

Règle d’usage commercial

Published notices are open for analysis and commercial value-added reuse.

Attribution

Each notice links to the official TED publication.

Licence / conditions

EU open-data reuse

Funded demand from French public buyers.

Données consultées

Published contract notices, descriptions, dates, buyers and declared values.

Règle d’usage commercial

French public-procurement open data, reusable under the portal licence.

Attribution

Each result links to the official BOAMP notice.

Licence / conditions

Licence Ouverte 2.0

New software supply and release activity in the Python ecosystem.

Données consultées

New package and release metadata from official RSS feeds.

Règle d’usage commercial

Official RSS feeds; only bounded metadata and links are retained.

Attribution

Every package signal links to its PyPI project page.

Licence / conditions

PyPI terms / package metadata

Early research momentum and emerging technology themes.

Données consultées

Work titles, topics, publication dates, citations and open-access metadata.

Règle d’usage commercial

The complete OpenAlex dataset is reusable under CC0; API quotas apply.

Attribution

Research records link to OpenAlex and their primary work location.

Licence / conditions

CC0

Company creation, change and distress signals by activity and region.

Données consultées

Aggregated business-event category, activity, region and publication date.

Règle d’usage commercial

Open public data; personal data is excluded from VentureSift signals.

Attribution

Signals link to the official BODACC notice; no personal profile is built.

Licence / conditions

Licence Ouverte 2.0

Cross-language public-interest momentum.

Données consultées

Daily human page-view totals for selected Wikipedia topics.

Règle d’usage commercial

Official open analytics API; aggregate page-view metrics only.

Attribution

Every signal links to the corresponding Wikipedia article.

Licence / conditions

Wikimedia API terms

Confirmed exploitation in the wild and urgent security remediation needs.

Données consultées

CVE identifier, affected vendor and product, date added, required action and ransomware flag.

Règle d’usage commercial

Official public JSON catalog; bounded metadata and attribution retained.

Attribution

Every signal names CISA KEV and links to the corresponding NVD record.

Licence / conditions

U.S. government public data / CISA website policy

Newly disclosed security problems and their measured severity.

Données consultées

Recent CVE descriptions, publication dates, CVSS scores and severity.

Règle d’usage commercial

Official API; public metadata reused with NIST attribution and rate limits.

Attribution

Every vulnerability links to its official NVD detail page.

Licence / conditions

NIST public data

Public funding priorities that reveal institutionally backed demand.

Données consultées

Open and forecast funding titles, agencies, dates, statuses and listing codes.

Règle d’usage commercial

Official public search API; no authentication or page scraping used.

Attribution

Every funding signal links to its Grants.gov opportunity page.

Licence / conditions

U.S. government public information

Regulatory change that can create new compliance and workflow needs.

Données consultées

Titles, summaries, publication dates and links for EU acts and proposals.

Règle d’usage commercial

Official RSS metadata reused with source acknowledgement.

Attribution

Every regulatory signal links directly to EUR-Lex.

Licence / conditions

European Commission reuse policy

EU-funded research projects that reveal emerging investment priorities.

Données consultées

Project titles, identifiers, start dates and published EU funding amounts.

Règle d’usage commercial

Official public SPARQL endpoint; bounded queries and attribution used.

Attribution

Every project signal links to its official CORDIS page.

Licence / conditions

EU linked open data reuse

Funded demand from U.S. federal procurement, alongside TED and BOAMP.

Données consultées

Recent federal contract award titles, descriptions, agencies, recipients, amounts and start dates.

Règle d’usage commercial

Official public search API; no authentication or page scraping used.

Attribution

Every award signal links to its official USAspending.gov award page.

Licence / conditions

U.S. government public information

New software supply and release activity in the Rust ecosystem.

Données consultées

New and recently updated Rust crate names, descriptions and download counts.

Règle d’usage commercial

Official public summary API; bounded metadata and links are retained.

Attribution

Every crate signal links to its crates.io project page.

Licence / conditions

crates.io terms

Fresh global news coverage signaling public and media interest momentum.

Données consultées

Recent English-language news article titles, source domains, and publication dates matching topic keywords.

Règle d’usage commercial

Official public DOC 2.0 search API; GDELT data is released for unrestricted reuse of any kind.

Attribution

Every signal links to the original news article and names its source domain.

Licence / conditions

GDELT open reuse terms

Fresh AI, security and software-engineering research preprints.

Données consultées

Recent preprint titles, abstracts, categories and publication dates from official arXiv RSS feeds.

Règle d’usage commercial

Official public RSS feeds; bounded metadata reused with attribution.

Attribution

Every signal links to the original arXiv abstract page.

Licence / conditions

arXiv API terms of use