explainer · HACKER NEWS RECOMMENDATION
Facebook Fraud
Veritasium · 7 HN recommenders · 5 recommendation months
Recommended by 7 Hacker News commenters across 5 months (2014–2025).
SignalTube analysis
Among 5 other explainer videos tagged Product, marketing & sales, the mean is 2.6 distinct HN recommenders. This video has 7 distinct HN recommenders, about 2.7× that mean. Recommendations span 5 distinct months; the peer average is 3.4 months. This is a data-derived comparison, not a human review or quality rating.
35% of its 20 labeled comments are marked as recommendations or strong recommendations. HN mention years are 2014–2025; those years describe discussion history, not upload date. A verified runtime is not present in the current metadata snapshot. A verified YouTube publication date is not present in the current metadata snapshot.
- Channel / speaker
- Veritasium
- Verified runtime
- Not verified in the current YouTube metadata
- YouTube upload date
- Not verified
- Hacker News mention years
- 2014–2025
SAME TOPIC AND FORMAT
Compare with related videos
The comparison cohort uses other explainer videos in Product, marketing & sales. “Shared recommenders” counts HN users who recommended both videos in the source graph.
| Video | HN recommenders | Recommendation months | Positive label share | Shared recommenders | Runtime | Upload date |
|---|---|---|---|---|---|---|
| Facebook FraudCurrent video | 7 | 5 | 35% | — | Not verified in the current YouTube metadata | Not verified |
| YouTubers have to declare ads. Why doesn't anyone else?explainer · Tom Scott | 6 | 4 | 60% | No recorded overlap | Not verified | Not verified |
| How Harley-Davidson Killed Itselfexplainer · FortNine | 4 | 4 | 80% | No recorded overlap | Not verified | Not verified |
| The Problem With Facebookexplainer · 2veritasium | 3 | 9 | 77% | 3 (43%) | Not verified | Not verified |
THREE SOURCE-BASED CONTEXT POINTS
Why Hacker News recommends it
Each note combines the dataset’s stance label and short rationale; comment bodies are not reproduced. Open the HN source for the original discussion.
The archive classifies this as a recommendation in “Meta projected 10% of 2024 revenue came from scams”. Its short rationale: Explains how Facebook profited from click-farm dynamics.
The archive classifies this as a contextual reference in “Companies are paying huge sums to show their ads to bots”. Its short rationale: Ad fraud was already mainstream knowledge in 2014.
The archive classifies this as a recommendation in “We turned $140k on Kickstarter into $40k debt and broke even”. Its short rationale: Real experiment on Facebook ad reach and ROI.