TOOLS

Data Usage Dashboards

Explore how federal data assets are being used in published research across different sectors and disciplines through our interactive dashboards powered by machine learning and natural language processing.

Interactive Dashboards for Federal Data Usage

Our dashboards provide comprehensive insights into how government data assets are referenced and utilized in research publications. Each dashboard connects data mentions in scientific literature with research topics, authors, and institutional affiliations to help agencies understand the impact and reach of their data investments.

How Our Dashboards Work

Using advanced machine learning algorithms and natural language processing, we analyze millions of research publications to provide actionable insights.

Dataset Identification

Identify mentions of specific federal datasets across millions of research publications using advanced NLP techniques.

Research Topic Mapping

Track research topics where datasets are applied and discover emerging areas of scientific inquiry.

Network Analysis

Map connections between researchers and institutions to understand collaboration patterns and data impact.

Trend Analysis

Measure data usage trends over time and provide insights for evidence-based policy making.

Dashboard Features

  • Interactive visualizations with real-time filtering
  • Multi-dimensional data exploration tools
  • Temporal trend analysis and forecasting
  • Geographic distribution mapping
  • Research topic clustering and categorization
  • Institution collaboration network visualization
  • Export capabilities for further analysis
  • Mobile-responsive design for accessibility

Available Dashboards

Explore our specialized dashboards designed to track federal data usage across different research domains and policy areas.

Agricultural Research

Food And Agricultural Research Datasets Dashboard

Explore how Food And Agricultural Research data assets are used in agricultural economics, food security, rural development, and environmental sustainability research. This dashboard tracks usage of datasets from the Economic Research Service (ERS) and National Agricultural Statistics Service (NASS).

Key Datasets Tracked:
  • Census of Agriculture
  • Agricultural Resource Management Survey (ARMS)
  • Food Access Research Atlas
  • Rural-Urban Continuum Codes
  • Food Environment Atlas
Labor Market Research

Workforce and Skills Dashboard

Discover how workforce and skills datasets are utilized in research on employment dynamics, education outcomes, and human capital development. Track usage across economic, educational, and social policy studies.

Key Data Sources Tracked:
  • Longitudinal Employer-Household Dynamics (LEHD)
  • O*NET Occupational Information
  • State Longitudinal Data Systems (SLDS)
  • Occupational Requirements Survey (ORS)
  • Program for International Assessment of Adult Competencies (PIAAC)

Important Note

These dashboards reflect information associated with specific datasets requested for pilot projects and are not intended to capture all references to all datasets produced by federal agencies. The goal is to demonstrate the methodology and provide insights into data usage patterns that can inform future data investments and policy decisions.