CLiREN-LMS
Data Visualization and Dashboards

Visualizing Missingness and Data Quality

Key Idea

30-45 minutes Applied Step 4 of 9
Callout

Key Idea

4 / 9
Callout

Key Idea

Data quality visualization is particularly useful because it can turn a long query listing into a pattern. For example, a table of 600 open queries may be difficult to interpret, while a bar chart of open queries by site and category may immediately show where attention is needed.