Data Storytelling

作者 wshobson46891e7e60da无许可证收录于 2026年10月8日更新于 2026年10月8日

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

AI 生成的概览

将分析数据转化为面向利益相关者、报告和高管演示的叙事。

功能
提供将数据组织为叙事的指导,包括“背景—冲突—解决”结构、六步叙事弧线,以及数据、叙事、可视化三大支柱。还给出呈现洞察的注意事项,例如先讲“所以呢”、以行动收尾。详细模式与示例放在单独的参考文件中。
适用场景
适用于向高管汇报分析、制作季度业务回顾或投资人演示、撰写数据驱动报告,或向非技术受众传达洞察。也适合需要从数据中得出建议的场景。
运行要求
无需脚本或工具,仅为说明性内容;参考文件为可选阅读。

Data Storytelling

Transform raw data into compelling narratives that drive decisions and inspire action.

When to Use This Skill

  • Presenting analytics to executives
  • Creating quarterly business reviews
  • Building investor presentations
  • Writing data-driven reports
  • Communicating insights to non-technical audiences
  • Making recommendations based on data

Core Concepts

1. Story Structure

Setup → Conflict → Resolution
Setup: Context and baselineConflict: The problem or opportunityResolution: Insights and recommendations

2. Narrative Arc

1. Hook: Grab attention with surprising insight2. Context: Establish the baseline3. Rising Action: Build through data points4. Climax: The key insight5. Resolution: Recommendations6. Call to Action: Next steps

3. Three Pillars

PillarPurposeComponents
DataEvidenceNumbers, trends, comparisons
NarrativeMeaningContext, causation, implications
VisualsClarityCharts, diagrams, highlights

Detailed patterns and worked examples

Detailed pattern documentation lives in references/details.md. Read that file when the navigation tier above is insufficient.

Best Practices

Do's

  • Start with the "so what" - Lead with insight
  • Use the rule of three - Three points, three comparisons
  • Show, don't tell - Let data speak
  • Make it personal - Connect to audience goals
  • End with action - Clear next steps

Don'ts

  • Don't data dump - Curate ruthlessly
  • Don't bury the insight - Front-load key findings
  • Don't use jargon - Match audience vocabulary
  • Don't show methodology first - Context, then method
  • Don't forget the narrative - Numbers need meaning

来源与署名

来源:wshobson/agents位于plugins/business-analytics/skills/data-storytelling提交46891e7

许可证: 无许可证

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