This is a demo with sample data. Install the skill to visualize your own LinkedIn export.

LinkedIn Data Export Visualization

A complete visual analysis of your LinkedIn data — connections, messages, invitations, and followed companies.

01

Network Universe

Connections clustered by role and industry. Node size reflects cluster population. Links show shared employers between groups. Drag nodes to explore.

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02

Inferences vs Reality

What LinkedIn thinks it knows about you, compared to what your actual data reveals.

LinkedIn's Inferences
What You Actually Follow
Ad Targeting: What LinkedIn Sells About You

LinkedIn assigns you to interest categories for advertisers. Sample — relevant vs questionable:

The Verdict
03

High-Value Messages

Unanswered LinkedIn messages ranked by potential value. Filtered to surface genuine opportunities.

04

Company Follows Clustering

Followed companies grouped by theme. Your professional interest map.

05

Inbound vs Outbound

Connection request patterns showing who's reaching out to whom, and how the balance shifted over time.

06

Connections vs Real Relationships

Cross-referencing connections with messaging data to reveal network depth.

Relationship Depth
Messaged vs Never
07

Who's Connecting?

Inbound vs outbound connections by seniority. Left = you reached out. Right = they found you.

08

Inbox Quality Analysis

Categorizing inbound messages as genuine professional outreach vs. noise over time.

09

Does Posting Actually Work?

Correlation between posting frequency and new connection requests.

10

Career Strata

Your network as geological layers. Each stratum represents a career phase, with connections accumulated during that era. Hover to expand.