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Anomaly — Instagram
Anomaly — Github
Anomaly — Reddit
Anomaly — Discord
Testing
A/B Test — Instagram
A/B Test — Github
A/B Test — Reddit
Synthetic Data Generator
Real Dataset Loader
Drift Monitor
Confidence Monitor
API Status (JSON)
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Data Coverage
0
/
0
fields (
0
%)
Estimated confidence:
~50%
— fill more for higher accuracy
Switch platform:
instagram
facebook
x
linkedin
github
youtube
tiktok
reddit
discord
snapchat
Live Profile Lookup
API key not configured
Fetch & Auto-Fill
Demo:
Quick Fill: Test Legit Profile
Quick Fill: Test Fake Profile
Reset Form
Basic Profile Info
Required
Full Name
Followers
Connections
Select…
< 50
50-150
150-500
500+
Followers (if visible)
Headline
About
Account Details
Optional — improves accuracy
Work Experiences
Education Entries
Skills Listed
Endorsements
Recommendations
Certifications
Volunteer Entries
Has About
Has photo
Has banner
Profile Picture Analysis
High Impact
Upload avatar (JPG/PNG/WEBP, max 5 MB)
Or paste avatar URL
Activity & Behavior
Optional — improves accuracy
Content Types (multi-select)
Original posts
Shared articles
Job updates
Celebrations
Polls
Primary Topics (multi-select)
Crypto/Finance
Promotions/Ads
Tech
Personal/Mixed
Other
Engagement Level
Unknown
High
Medium
Low
Zero
Posts/Articles Published
Posting Frequency
Unknown
Daily
Weekly
Monthly
Rarely
Never
Headline Buzzwords
Recent Posts (3-5, one per line)
Career Consistency & Network
Optional — improves accuracy
Job Dates Sequential?
Unknown
Yes, logical timeline
No, overlaps or impossible gaps
Industry Consistent?
Unknown
Same field throughout
Career change (makes sense)
Random unrelated mix
Location Matches Jobs?
Unknown
Yes, location matches listed jobs
No, mismatches
Connection Quality
Unknown
Mostly real professionals
Mixed
Mostly empty profiles
Mutual Connections with You
Cross-Platform Presence
Optional — improves accuracy
Same name/username exists on:
Facebook
Twitter/X
GitHub
YouTube
TikTok
Reddit
Discord
Snapchat
Instagram
Profile Consistency Across Platforms
Didn't check
Same name/bio/photo everywhere
Similar but not identical
Very different profiles
Only exists on this platform
Derived signals (computed on the fly)
Analyze Profile
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