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are exploratory groupings of countries whose 365d daily-signal shapes are similar under DTW. They are NOT causal: shared cluster membership does not imply one country influences another. Useful for analyst-pose questions like 'which countries follow patterns similar to X.' Silhouette=0.471 (>0.5 strong, 0.25-0.5 reasonable, <0.25 weak/overlapping).","input":{"days":365,"dtw_window":30,"normalization":"7d rolling mean -> per-country z-score","signal_filter":"evidence.signal_level in (elevated,critical) OR signal_type in (block,interference,outage,throttle)","top_n_actual":50,"top_n_requested":50},"method":"dtw-ward","newick":"(((GB:10.1020,UA:10.1020):17.7331,(US:13.9486,(HN:5.6168,(CO:3.9274,(PH:3.5936,ZA:3.5936):3.9274):5.6168):13.9486):17.7331):60.8765,((FR:12.5241,(PA:6.8192,(ID:4.8601,(VE:2.4742,IQ:2.4742):4.8601):6.8192):12.5241):30.0974,((SI:11.5955,((TH:5.6388,(ET:5.2080,TN:5.2080):5.6388):10.8294,((NG:4.9281,ZW:4.9281):8.2879,(MX:6.4451,CM:6.4451):8.2879):10.8294):11.5955):22.8202,(((CU:4.5763,(IR:3.9551,VN:3.9551):4.5763):7.0908,(TT:5.1425,(OM:2.3044,BH:2.3044):5.1425):7.0908):14.1461,((TR:5.2795,((BD:3.0415,SY:3.0415):4.3919,((BY:2.6921,(EG:1.9705,UZ:1.9705):2.6921):3.3410,(RU:3.1283,SA:3.1283):3.3410):4.3919):5.2795):7.5532,(((MA:2.6608,LY:2.6608):4.1070,(IN:3.5062,LB:3.5062):4.1070):6.4962,((AE:2.5445,((CN:1.3548,PK:1.3548):2.3724,(KZ:2.2117,(SG:1.5307,MY:1.5307):2.2117):2.3724):2.5445):4.6873,((AZ:2.9188,QA:2.9188):3.9403,(MM:3.4224,(JO:2.6282,(DZ:2.3044,YE:2.3044):2.6282):3.4224):3.9403):4.6873):6.4962):7.5532):14.1461):22.8202):30.0974):60.8765);","selected_k":3,"silhouette_by_k":{"3":0.4706,"4":0.3913,"5":0.3849,"6":0.3029,"7":0.3085,"8":0.3089},"silhouette_selected":0.4706,"version":"v1","_voidly_pay":{"claim_did":"https://voidly.ai/pay/claim","for_builders":"https://voidly.ai/pay/for-builders","marketplace":"https://api.voidly.ai/v1/pay/marketplace","live_demo":"https://huggingface.co/spaces/emperor-mew/voidly-pay","universal_proxy":{"url":"https://api.voidly.ai/v1/pay/proxy","example":"https://api.voidly.ai/v1/pay/proxy?u=<https-url>&to=did:voidly:<your-did>&price=0.01","page":"https://voidly.ai/pay/proxy","note":"Paywall any public HTTPS URL with one query param. 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