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klaredeck.com / grooming-nexus
The Grooming Nexus — Cyber-Coerced Adolescent Attacks
The anatomy of digital coercion: How predatory cyber syndicates groom, entrap, and weaponize vulnerable youth.
Open the deck →
₱1.4T
Contracts tracked
5
Decks published
1,196,990
People in the modelled flood
₱1.4T
Public funds tracked
1,384
Towns covered
4,000+
Box scores & simulations
10
Open datasets
14
Verified datasets

Decks

Deck 005 Published September 2026

The Grooming Nexus

The anatomy of digital coercion and violent extremism: How predatory cyber syndicates target adolescent isolation, orchestrate entrapment cycles, and engineer mass harm across 25 documented forensic case studies.

64%
Coercion / extortion rate
15.0
Median target age
25
Forensic cases tracked
The Grooming Nexus — Interactive flow map and forensic case telemetry
Coercion vectors & forensic timeline Open the deck →
004 NBA Scoring Lab — The One Big Game, Four Ways The One Big Game, Four Ways Single-game scoring summits: Kobe's 81, Bam's 83, Luka's 73, and Embiid's 70 analyzed with shot profiles, defensive eras, and minute-by-minute pace. 83 pts peak · 4 scoring eras Sep 2026 → 003 Sto. Cristo junction simulation Crossing Pulilan Five roads meet at the Sto. Cristo junction in Pulilan, Bulacan. A peak-hour simulation compares today's enforcer-directed crossing against a roundabout, vehicle by vehicle. 2,652 veh/hr · 5 legs Sep 2026 → 002 Simulated flood extent downstream of Angat Dam Angat Downstream What happens downstream if Angat Dam breaks? A 2D hydraulic simulation of a breach at Angat Dam, routed over real 30 m terrain and reported for every barangay in the flood path: how deep the water gets, how soon it arrives, and how many people are in it. 1.20M people · 338 barangays Aug 2026 → 001 Philippine municipalities shaded by flood-control budget per resident Does flood control money actually stop the floods? Every DPWH flood-control contract from 2016 to 2025, mapped to the town it names, set against flooding, landslides and storm surge measured on the ground and from space. ₱1.4T · 1,384 towns Aug 2026 →
Method

Every number on this site can be traced back to a file.

01 — Pull
Source documents are downloaded and archived on the day they are published.
02 — Reconcile
Figures are matched against an independent release before anything is charted.
03 — State the limits
What the data cannot show is written on the deck itself, next to what it can.
04 — Correct in public
When a figure changes, the change is logged on the page. Nothing is quietly replaced.

Sources

DatasetPublisherUsed inPeriodLicence
Flood-control contractsDPWH Transparency PortalFlood Money2016–2025CC0
Radar flood extents, 76 eventsPhilSA via HDXFlood Money2022–2026CC BY
Municipal populationPSA via OCHAFlood Money—CC BY
Population by barangayPSA 2020 CensusAngat Simulation2020CC BY
Junction geometry and approach waysOpenStreetMap / OverpassCrossing Pulilan31 Aug 2026ODbL
Highway Capacity Manual, 6th/7th Ed.Transportation Research BoardCrossing PulilanCh. 19, 22PROPRIETARY
Crash modification factorsFHWA / NCHRP Report 572Crossing Pulilan—PUBLIC
NBA box scores and shot logsBasketball-Reference / NBABig-42006–2026OPEN
DOJ / FBI investigative bulletins & court docketsUS DOJ & PNP CybercrimeGrooming Nexus2018–2026PUBLIC
Budgets are contract values, not verified payments. Nothing here proves money was disbursed or that a structure exists.