The chart you select to represent your data will be influenced by many factors. Kirk (2016) has put each chart into the five main families below:
Categorical: Comparing categories and distributions of quantities values
Hierarchical: Charting part-to-whole relationships and hierarchies
Relational: Graphing relationships to explore correlations and connections
Temporal: Showing trends and activities over time
Spatial: Mapping spatial patterns through overlays and distortions
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