10 Visualizations
Everything in your LinkedIn export, visualized
01
Network Universe
Force-directed graph of connections clustered by role. Drag nodes to explore.
D3.js
02
Inferences vs Reality
What LinkedIn thinks it knows vs what your data actually reveals.
CSS
03
High-Value Messages
Unanswered messages ranked by potential value with filters.
CSS + JS
04
Company Follows
Followed companies grouped by industry with bar chart.
Chart.js
05
Inbound vs Outbound
Connection request patterns over time — who's finding whom.
Chart.js
06
Connection Quality
Relationship depth: active, dormant, never messaged breakdowns.
Chart.js
07
Connection Timeline
Recent connections with direction, company, and message engagement.
CSS
08
Inbox Quality
Genuine vs noise messages over time with quality rate tracking.
Chart.js
09
Does Posting Work?
Posting frequency vs connection growth with correlation analysis.
Chart.js
10
Career Strata
Your network as geological layers — one stratum per career phase.
CSS
How It Works
Four steps to your LinkedIn story
-
1ExportRequest your data archive from LinkedIn Settings. Takes ~24 hours.
-
2InstallCopy the skill to your Claude Code skills directory.
-
3RunSimply run
/linkedin-data-vizin Claude Code to get started. -
4ShareOptionally sanitize your data and publish a demo version.
Installation
Get started in 30 seconds
# Clone the repo
git clone https://github.com/thatrebeccarae/linkedin-toolkit.git
# Copy skill to your Claude Code skills directory
cp -r linkedin-toolkit/skills/linkedin-data-viz ~/.claude/skills/
# Then in Claude Code, run the skill:
/linkedin-data-viz
git clone https://github.com/thatrebeccarae/linkedin-toolkit.git
# Copy skill to your Claude Code skills directory
cp -r linkedin-toolkit/skills/linkedin-data-viz ~/.claude/skills/
# Then in Claude Code, run the skill:
/linkedin-data-viz
Features
Built for privacy and polish
10 Interactive Visualizations
D3.js force graphs, Chart.js charts, and CSS layouts. Drag nodes, filter messages, hover for details.
Carrier Dark Theme
Glass panels, teal and lime accents, monospace data labels. A complete design system for data storytelling.
Privacy-Safe Publishing
Built-in sanitizer replaces real names and companies with plausible fakes while preserving all patterns.
Guided Wizard
Step-by-step onboarding — from CSV location to generated HTML. No coding required.
Unified Dashboard
All 10 visualizations on a single scrollable page with sticky navigation. One HTML file, no server needed.
Works Offline
No API keys, no external services. Everything runs locally from your CSV export with full data privacy.
Ready to see your LinkedIn data differently?
Install the skill and generate your personalized dashboard in under a minute.