Data Breaches

Security — A community-driven database for researching data breaches worldwide

Security

● Stable

Category standing real

82th pctl · Security

31.4

Signal score

0–100 composite · real

#171

Category rank

of 931 · real

87th

Universe percentile

vs 79,105 modeled · real

32%

Mortality P(dead)

model est. · model est.

Signal trajectory

real

Signal 20.4 → 24.6 across 172 readings (+4.3). Composite of press, GitHub velocity, community heat, liveness and funding.

Cross-sectional profile

percentile rank vs 79,105 modeled products

Signal (universe) real

Signal (category) real

Profile maturity real

Tag breadth real

Network position sparse

Press footprint sparse

Percentiles computed over the modeled cohort (embedding + signal + tags). Sparse dimensions — network and press — reflect that most products have zero, so a single edge or mention lifts the rank; read those with the coverage flag.

Mortality outlook

model estimate

32%

P(inactive)

Moderate risk

Higher risk than 36% of the universe.

This is a model estimate, not a verdict. 78,505 of the 79,105 modeled products are unlabeled and scored by the model only.

LightGBM · binary mortality (dead vs surviving)
Held-out AUC 0.71 · CV AUC 0.79 ± 0.05 · Brier 0.21
Trained on 600 verified labels (150 dead / 450 surviving)
Leakage-guarded: excludes status, discontinued_year, profile_maturity
Top drivers: tag breadth, signal, vintage, liveness, business model

n=600 is thin → 95% CI on AUC ≈ ±0.10. Treat as a directional signal, not a calibrated probability.

Analyst read

generated from the metrics above · no external narrative

Data Breaches sits in the 87th percentile of Launch Sentinel's 79,105-product universe by signal, ranked #171 of 931 in Security. The mortality model puts its probability of going inactive at 32% — a model estimate with a wide confidence band. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags. Signal momentum is roughly flat.

Comparable set

curated alternatives → functional tag-similarity

Company	Basis	Signal	P(dead)
The Observatory of Economic Complexity by MITanalytics	tag-overlap	18.6	37%
DiversityReports.organalytics	tag-overlap	15.7	44%
Crypto Companiesother	tag-overlap	30.0	1%
Diversity at Uberanalytics	tag-overlap	15.7	2%
The State of Burnout in Tech 2022analytics	tag-overlap	32.9	84%
USAFactanalytics	tag-overlap	15.7	87%
USAFactsanalytics	tag-overlap	15.7	11%
Spot Rocketanalytics	tag-overlap	15.7	83%

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Signal & P(dead) are real / model.

Structure

observed attributes

Business modelunknown

Liveness tierunknown

Open sourceNo

Public APINo

Free tierNo

Enterprise tierNo

Funding & team

real

2 disclosed funding rounds on record. See the full cap table on the product profile →