Data collection | Data Discovery and Collection |
Evaluating and Ensuring the Quality of Data and Sources |
Data management | Data Organization |
Data Manipulation |
Data Conversion (from format to format) |
Metadata Creation and Use |
Data Curation, Security, and Reuse |
Data Preservation |
Data evaluation | Data Tools |
Basic Data Analysis |
Data Interpretation (Understanding Data) |
Identifying Problems Using Data |
Data Visualization |
Presenting Data (Verbally) |
Data-Driven Decisions Making (DDDM) (Making decisions based on data) |
Data application | Critical Thinking |
Data Culture |
Data Ethics |
Data Citation |
Data Sharing |
Evaluating Decisions Based on Data |