Systematic guide for selecting the optimal chart type based on data characteristics and communication goals.
Help me select the optimal visualization for my data communication needs: Data Characteristics: - Number of variables: [count] - Variable types: [categorical/numerical/temporal] - Data points count: [approximate] - Relationship type: [comparison/composition/distribution/relationship] Communication Goal: Primary message: [what story are you telling?] Audience: [technical level and familiarity] Context: [presentation/report/dashboard/exploration] Action desired: [what should viewer do after seeing this?] Constraints: - Tool/platform: [specify visualization tool] - Color limitations: [brand colors/accessibility needs] - Space available: [dimensions or context] - Interactivity possible: [yes/no] Current Consideration: I'm thinking of using [chart type]. Is this optimal? Please analyze my scenario and recommend: 1. Primary chart recommendation with justification 2. Alternative options ranked 3. What to avoid and why 4. Specific implementation tips 5. Common mistakes to prevent
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