Domains that changed

Per-domain HDBSCAN drift leaderboard

Weekly unsupervised clustering of per-domain feature vectors (block rate, country footprint, dominant blocking method). Drift score = L2 distance between this week and last week in the same standardized space. A higher score means the domain's blocking footprint changed more.

Domains

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Clusters this week

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Clusters last week

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New clusters this week

#	Domain	Status	Last → This	Drift score	Block rate	n countries
1	megakino.cat	new	C → noise	—	92.1%	1
2	coconuts.co	new	C → noise	—	33.3%	1
3	israeltv.to	dropped	C10 → C	—	89.6%	1
4	fondationdelislamdefrance.fr	dropped	C14 → C	—	91.7%	1
5	weibo.com	dropped	C5 → C	—	100.0%	11
6	www.clubhouse.com	dropped	C5 → C	—	100.0%	11
7	www.gayscape.com	dropped	C16 → C	—	100.0%	10
8	1337x.to	dropped	C27 → C	—	100.0%	9
9	www.888casino.com	dropped	C16 → C	—	100.0%	10
10	www.xnxx.com	dropped	C5 → C	—	100.0%	9
11	www.youporn.com	dropped	C27 → C	—	100.0%	9
12	xhamster.com	dropped	C27 → C	—	100.0%	9
13	www.mysports.to	dropped	C14 → C	—	88.2%	1
14	9gag.com	dropped	C27 → C	—	100.0%	9
15	abs.twimg.com	dropped	C27 → C	—	100.0%	9
16	video.twimg.com	dropped	C27 → C	—	100.0%	9
17	www.douyin.com	dropped	C27 → C	—	100.0%	9
18	beeg.com	dropped	C16 → C	—	100.0%	10
19	kickasstorrents.to	dropped	C27 → C	—	100.0%	9
20	groups.google.com	dropped	noise → C	—	100.0%	9
21	pbs.twimg.com	dropped	C19 → C	—	100.0%	8
22	www.snapchat.com	dropped	C5 → C	—	100.0%	9
23	www.bravoporn.com	dropped	C26 → C	—	100.0%	9
24	www.goldenpalace.com	dropped	C26 → C	—	100.0%	9
25	www.grindr.com	dropped	C26 → C	—	100.0%	9
26	www.out.com	dropped	C5 → C	—	100.0%	8
27	bsky.app	dropped	C5 → C	—	100.0%	10
28	ilga.org	dropped	C26 → C	—	100.0%	9
29	libgen.lc	dropped	C26 → C	—	100.0%	9
30	libgen.li	dropped	C26 → C	—	100.0%	9

Scroll to see every column.

GET /v1/anomaly/domain-drift/leaderboard

Raw JSON of the same data

HDBSCAN drift finding

Methodology, weekly cron schedule, honest caveats about week-over-week stability

Why a separate domain-drift surface? The per-country DBSCAN at /atlas/anomaly catches country-day shape anomalies. HDBSCAN at the domain level catches global blocking-pattern changes — “is anyone blocking openai.com differently this week?” The two are orthogonal: one detects per-country novelty, the other detects per-domain novelty.

Generated: 2026-09-06T04:00:09.096680Z