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Profile & Network Analysis

profile-analysisosintprofilenetworkpivot

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Full lesson · 8 learning steps Open any exercise for focused practice

Step 1 of 8 · intro card

Learn Profile & Network Analysis

Social Media (SOCMINT)

Analyzing a public profile means linking identities across platforms by reused handles, mapping the follower/following network, building an activity timeline, and pivoting to related accounts. Together these reveal relationships and patterns for authorized investigation and threat assessment — never for harassment.

Profile analysis starts with identity: a reused handle, display name, or avatar can suggest the same public persona appears across several platforms. These are leads to corroborate, not conclusions on their own.

Network analysis maps the public who-follows-whom graph. Clusters of mutual connections reveal communities, affiliations, and the relationships that matter for an authorized threat assessment.

An activity timeline from public post times exposes routines and possible automation, while pivoting follows public links from one account to related ones. All of it stays in service of authorized investigation — never harassment of an individual.

Link identities via reused public handles across platforms.

Map the public follower/following network for relationships.

Build a timeline and pivot account-to-account on public links.

analysis:
  identity: cross-platform-handles
  network: who-follows-whom
  timeline: activity-patterns
  content: posted-media-and-text
  pivot: account-to-account

Read the implementation

Connect each part of the code to the concept before you type.

1. Identity linking

Reused handles and display names can link the same public identity across platforms — a starting point, not proof.

identity: cross-platform-handles

2. Network mapping

The public follower/following graph maps who an account is connected to, revealing communities and relationships.

network: who-follows-whom

3. Activity timeline

Posting times and frequency build an activity timeline that hints at routines, time zones, or automation.

timeline: activity-patterns

4. Posted content

Public media and text are analyzed for what the account says and shares, never for harassment.

content: posted-media-and-text

5. Pivoting

Pivoting follows public links from one account to related accounts to widen an authorized picture.

pivot: account-to-account

A complete learning loop

Understand

Read the concept map and follow the code breakdown.

Reconstruct

Type the implementation, repair mistakes and work through every recall exercise.

Verify

Use the final check without hints; revisit weak concepts in short practice sessions.