Infographic Data Summarizer

When to use this skill

• User asks to create infographic content
• User needs data visualization summaries
• User wants statistics formatted visually
• User mentions chart or graph selection
• User needs research distilled for visuals

Workflow

• Extract key data points
• Identify main insight
• Structure visual hierarchy
• Suggest chart types
• Write supporting copy
• Create design brief

Instructions

Step 1: Data Source Analysis

Data source types:

Source	Extraction Approach
Research report	Key findings, statistics, conclusions
Survey results	Top responses, percentages, trends
Article/blog	Statistics cited, main claims
Dataset (CSV)	Summarize, find outliers, trends
Case study	Before/after metrics, results
Industry report	Market size, growth, forecasts

Data extraction template:

## Data Extraction: [Source Title]

**Source:** [URL or document name]
**Date published:** [Date]
**Credibility:** [High/Medium/Low]

### Raw Data Points

| Statistic | Value    | Context            |
| --------- | -------- | ------------------ |
| [Metric]  | [Number] | [What it measures] |
| [Metric]  | [Number] | [What it measures] |
| [Metric]  | [Number] | [What it measures] |

### Key Findings

1. [Finding with specific number]
2. [Finding with specific number]
3. [Finding with specific number]

### Quotable Stat

"[Most compelling statistic in sentence form]"

Step 2: Data Prioritization

Statistic selection criteria:

Criteria	Priority
Surprising or counterintuitive	High
Large percentage or growth	High
Directly relevant to audience	High
Comparison/contrast	Medium
Supporting detail	Low
Common knowledge	Skip

Priority matrix:

## Data Priority

### Hero Stat (1)

[The single most compelling/shareable statistic]

### Primary Stats (2-3)

1. [Supporting major insight]
2. [Supporting major insight]
3. [Supporting major insight]

### Secondary Stats (3-5)

1. [Adds context]
2. [Adds context]
3. [Adds context]

### Discard

- [Not compelling enough]
- [Too complex to visualize]

Step 3: Visual Hierarchy Structure

Infographic anatomy:

## Infographic Structure

### Header Section

- **Title:** [Attention-grabbing headline]
- **Subtitle:** [Context or scope]
- **Source logo:** [If featuring research partner]

### Hero Section

- **Big number:** [Hero statistic]
- **Supporting text:** [1-sentence context]
- **Icon/illustration:** [Visual representation]

### Body Sections (3-5)

#### Section 1: [Theme]

- **Subhead:** [Section title]
- **Stat:** [Number or percentage]
- **Visual:** [Chart type or icon]
- **Caption:** [Brief explanation]

#### Section 2: [Theme]

[Repeat format]

#### Section 3: [Theme]

[Repeat format]

### Footer Section

- **Call-to-action:** [What to do next]
- **Source citation:** [Where data came from]
- **Branding:** [Logo, URL, social handles]

Step 4: Chart Type Selection

Chart selection guide:

Data Type	Best Chart	When to Use
Parts of whole	Pie/donut	Max 5 segments, percentages
Comparison	Bar chart	Comparing categories
Ranking	Horizontal bar	Ordered list, top 10
Change over time	Line chart	Trends, time series
Relationship	Scatter plot	Correlation between variables
Distribution	Histogram	Frequency, ranges
Flow/process	Flowchart	Steps, decisions
Geographic	Map	Location-based data
Proportion	Icon array	X out of Y representation
Progress	Progress bar	Completion, goals

Chart alternatives:

Instead of	Consider	Why
Pie chart (6+ slices)	Horizontal bar	Easier to compare
3D charts	2D flat	More accurate perception
Dual-axis line	Two separate charts	Less confusing
Dense data table	Highlighted key rows	Scannable

Visual metaphors:

Concept	Visual Approach
Growth	Upward arrows, stacked bars
Speed	Speedometer, racing imagery
Money	Coins, bills, dollar signs
Time	Clocks, calendars, timelines
People	Icon figures, silhouettes
Comparison	Side-by-side, vs. graphics

Step 5: Copy Elements

Headline formulas:

Formula	Example
[Number] + [Noun] + [Action/Result]	"5 Habits That Double Productivity"
The State of [Topic] in [Year]	"The State of Remote Work in 2026"
[Question]?	"Where Does Your Time Really Go?"
[X] vs [Y]: [Comparison]	"Millennials vs Gen Z: Spending Habits"
What [Number] [People] Taught Us	"What 1,000 Marketers Taught Us About AI"
The [Adjective] Guide to [Topic]	"The Visual Guide to Sleep Science"

Section headlines:

## Section Headline Patterns

- [Number] + Key Insight: "73% prefer remote work"
- Question format: "Who's adopting AI fastest?"
- Comparison: "Then vs Now"
- Action verb: "How teams are adapting"
- Time-based: "The rise of [trend] since 2020"

Caption writing:

Element	Max Length	Purpose
Section head	5-7 words	Introduce the insight
Stat label	2-4 words	Name what's measured
Caption	10-15 words	Explain significance
Source note	N/A	Credit data origin

Step 6: Infographic Types

Type selection:

Type	Best For	Structure
Statistical	Data-heavy research	Hero stat + supporting data
Timeline	History, evolution	Chronological events
Process	How-to, steps	Sequential flow
Comparison	Versus, pros/cons	Two columns
Geographic	Regional data	Map-based
List	Tips, facts	Numbered or bulleted
Anatomical	Breakdown, parts	Labeled diagram
Flowchart	Decisions, paths	Branching structure

Format dimensions:

Platform	Dimensions	Aspect Ratio
Pinterest	1000 x 1500px	2:3 vertical
Blog/article	800 x 2000px	Long vertical
Social share	1200 x 1200px	Square
Presentation	1920 x 1080px	16:9 landscape
Print	8.5 x 11" (300dpi)	Letter vertical

Step 7: Data Visualization Best Practices

Do's and don'ts:

Do	Don't
Start bar charts at zero	Truncate axes to exaggerate
Use consistent colors	Rainbow every section
Label directly on chart	Rely only on legends
Round numbers (73%, not 72.8%)	Use false precision
Show data source	Present unsourced claims
Use white space	Crowd every element

Color usage:

Purpose	Approach
Highlight	Use accent color for key stat
Categories	Distinct but harmonious palette
Comparison	Two contrasting colors
Sequential	Light to dark gradient
Positive/negative	Green/red or blue/orange

Accessibility:

Requirement	Implementation
Color blind safe	Use patterns + colors
Text contrast	4.5:1 minimum ratio
Font size	Minimum 12pt for body
Alt text	Describe data and insights

Step 8: Design Brief Template

Brief for designer:

## Infographic Design Brief

### Overview

**Title:** [Infographic title]
**Topic:** [Subject matter]
**Goal:** [What action should viewers take]
**Audience:** [Who this is for]
**Dimensions:** [Size and orientation]
**Brand:** [Style guide or brand to follow]

### Content Hierarchy

#### Header

- Title: "[Headline]"
- Subtitle: "[Subtitle]"

#### Hero Section

- Big number: [XX%]
- Context: "[One-sentence explanation]"
- Visual: [Icon/illustration suggestion]

#### Section 1: [Title]

- Stat: [XX]
- Chart type: [Recommended chart]
- Data: [Values to visualize]
- Caption: "[Explanation]"

#### Section 2: [Title]

[Repeat format]

#### Section 3: [Title]

[Repeat format]

#### Footer

- CTA: "[Action text]"
- CTA link: [URL]
- Source: "[Data source with date]"
- Logo: [Brand logo placement]

### Visual Notes

- Color palette: [Hex codes or brand colors]
- Style: [Modern/playful/corporate/minimal]
- Icons: [Style preference]
- Avoid: [Any restrictions]

### Files Needed

- [ ] Web version (PNG)
- [ ] Social version (1:1)
- [ ] Print version (PDF)
- [ ] Editable source file

Step 9: Social Media Versions

Platform adaptations:

## Social Snippets

### Instagram/LinkedIn (1080x1080)

**Headline:** [Shortened title]
**Hero stat:** [Big number]
**2-3 supporting stats:** [Key points]
**CTA:** "Full infographic in bio" / "See more →"

### Twitter/X (1200x675)

**Headline:** [Shortened title]
**1-2 key stats:** [Most shareable]
**Visual:** Cropped hero section

### Pinterest (1000x1500)

**Use full infographic** or top half with
"Pin for later" messaging

### Stories (1080x1920)

**Split into slides:**

1. Hook/title
2. Hero stat
3. Section 1
4. Section 2
5. CTA

Step 10: Source Citation

Citation format:

## Data Sources

**Primary source:**
[Organization Name], "[Report/Study Title]," [Year].
[URL]

**Additional sources:**

- [Source 2 with link]
- [Source 3 with link]

**Data collection:**
[Brief methodology if relevant]

Citation placement:

Location	Format
Footer	"Source: [Organization], [Year]"
Per-stat	Superscript number with footnote
Separate panel	"Data sources" section

Output Format

# Infographic Summary: [Title]

## Overview

**Topic:** [Subject]
**Data sources:** [Count] sources
**Target audience:** [Who]
**Format:** [Type and dimensions]

---

## Headline

**Title:** [Main headline]
**Subtitle:** [Supporting context]

---

## Hero Statistic

**Number:** [XX%]
**Label:** [What it measures]
**Context:** [Why it matters]
**Visual suggestion:** [Chart/icon type]

---

## Supporting Sections

### Section 1: [Theme]

**Stat:** [Number]
**Chart type:** [Recommendation]
**Data points:** [Values]
**Caption:** [Explanation]

### Section 2: [Theme]

[Repeat format]

### Section 3: [Theme]

[Repeat format]

---

## Call-to-Action

**Text:** [CTA copy]
**Link:** [URL]

---

## Sources

[Full citations]

---

## Design Brief

[Complete brief for designer]

---

## Social Adaptations

[Platform-specific versions]

Validation

Before completing:

• Hero stat is compelling and accurate
• All statistics have sources
• Numbers are rounded appropriately
• Chart types match data types
• Visual hierarchy is clear
• Copy is concise (under word limits)
• CTA is included
• Accessibility considered
• Multiple format sizes provided

Error Handling

• No clear data: Ask for specific statistics, survey results, or research to work from.
• Data too complex: Simplify to 3-5 key insights; suggest detailed report for rest.
• No source provided: Request original source; note if data is unverified.
• Conflicting data: Present most recent or most credible source; note discrepancy.
• Data not visual: Recommend list-style infographic or icon-based representation.

Resources

• Canva Infographic Maker - Free design templates
• Piktochart - Infographic creator
• Venngage - Business infographic tool
• Data Wrapper - Chart creation
• Coolors - Color palette generator