Practice With Real Data. Build Real Analytical Capability.
The IBACTP® Datasets & Resources Center connects learners and professionals with legitimate datasets and repositories for analytical projects, visualization exercises, machine-learning experiments, research, and portfolio development.
Select a center to explore guidance, standards and practitioner resources
Analytics proficiency improves through hands-on practice.
The IBACTP® Datasets & Resources Center connects learners and professionals with legitimate datasets and repositories for analytical projects, visualization exercises, machine-learning experiments, research, and portfolio development.
Data.gov provides access to a large catalog of public government datasets covering areas such as:
These datasets can support:
World Bank Open Data provides free access to international development indicators.
Topics include:
Professionals can use these datasets for:
The University of California, Irvine Machine Learning Repository has long provided datasets for education and machine-learning research.
Popular dataset types supported:
It can be especially useful for:
EXPLORE UCI MACHINE LEARNING DATASETS
Tableau Public provides a free environment for exploring and publicly sharing visualizations.
Professionals can use it to:
Because content published to Tableau Public is publicly accessible, confidential, proprietary, personal, or restricted organizational information should not be uploaded.
Does the dataset systematically underrepresent or overrepresent groups?
IBACTP® can help visitors turn open data into portfolio-ready projects.
Analyze sales trends, products, regions, and customer segments.
Identify factors associated with customer attrition.
Analyze public health trends using appropriate open datasets.
Analyze vulnerabilities, incidents, or public cyber-risk data.
Use World Bank or government data to analyze economic indicators.
Examine traffic, public transit, mobility, or safety data.
Analyze energy consumption, production, or sustainability indicators.
Examine workforce, employment, or skills data.
EXPLORE DATASETS & PRACTICE PROJECTS
Modern analysts frequently work across several categories of technology.
Cloud data warehousesLakehousesCloud notebooksManaged data platforms
Pair these resources with an IBACTP® credential that validates the competence they describe.
