A structured, high-integrity data source for research
A reliable foundation for quantitative analysis, policy evaluation, and data-driven insights.
By consolidating data from over 70 authoritative sources and updating them weekly, Goldfish offers researchers access to both real-time and historical data essential for evidence-based research.
Analyze sourcing patterns, resource management, and conservation initiatives.
Social and labor
Investigate labor risks, corporate due diligence, and human rights concerns.
Regulatory and policymaking
Assess compliance trends, enforcement measures, and evolving regulatory frameworks.
Supply chains and markets
Examine supply chain networks, trade flows, and market access dynamics.
Why use Goldfish?
Because good data is hard to find.
Explore a sample dataset
This is the full complement of current information on the F/V Yuan Long, just one of over 380,000 vessel profiles maintained by Goldfish from public data sources.
Frequently asked questions
Can I use Goldfish data for peer-reviewed research?
Yes, Goldfish data is designed for rigorous research applications, including academic studies, policy analysis, and investigative reporting.
Is there technical support available for researchers?
Goldfish provides technical documentation, API guides, and example queries to help researchers integrate data into their workflows. Our team is available to assist with advanced queries and custom data requests.
Can Goldfish collaborate on research projects?
We welcome partnerships with academic institutions and research organizations. Goldfish supports collaborative studies, co-authored publications, and tailored data access for large-scale research initiatives.
What file formats and query methods are available?
The API uses a GraphQL-based architecture, allowing researchers to request only the data they need. Data is available in structured JSON format, ensuring compatibility with common research tools such as Python, R, and SQL databases.
Does Goldfish provide historical data?
Yes, Goldfish offers both real-time and historical datasets, enabling time-series analysis, policy impact assessments, and trend forecasting. Specific historical coverage varies by dataset.
What types of data does the Goldfish API provide for research?
The API provides structured datasets on global seafood supply chains, including vessel activity, trade flows, regulatory compliance, labor risks, and environmental sustainability metrics. We use it internally to validate customer data for industry to support regulatory compliance. Data is sourced from over 70 authoritative repositories and updated weekly.
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