{"stats":{"total_active_buyers_30d":10149,"real_volume_pct":88.2,"suspected_wash_count":229,"self_test_count":79,"last_updated":"2026-09-09T07:18:09.275338+00:00"},"label_distribution":{"organic_user":9184,"self_test":79,"developer":107,"suspected_wash":229,"ai_agent":207,"analytics_bot":268,"exchange_user":0,"verifier":13},"wash_pct_time_series":[{"date":"2026-08-26","wash_pct":0.0,"self_test_pct":0.12},{"date":"2026-08-27","wash_pct":0.0,"self_test_pct":0.07},{"date":"2026-08-28","wash_pct":0.0,"self_test_pct":0.08},{"date":"2026-08-29","wash_pct":0.0,"self_test_pct":0.08},{"date":"2026-08-30","wash_pct":0.0,"self_test_pct":0.07},{"date":"2026-08-31","wash_pct":0.0,"self_test_pct":0.18},{"date":"2026-09-01","wash_pct":0.0,"self_test_pct":0.07},{"date":"2026-09-02","wash_pct":0.0,"self_test_pct":0.07},{"date":"2026-09-03","wash_pct":0.0,"self_test_pct":0.04},{"date":"2026-09-04","wash_pct":0.0,"self_test_pct":0.07},{"date":"2026-09-05","wash_pct":0.0,"self_test_pct":0.28},{"date":"2026-09-06","wash_pct":0.0,"self_test_pct":0.52},{"date":"2026-09-07","wash_pct":0.0,"self_test_pct":0.61},{"date":"2026-09-08","wash_pct":0.0,"self_test_pct":0.53},{"date":"2026-09-09","wash_pct":0.0,"self_test_pct":1.29}],"case_studies":[{"anonymous_id":"A","pattern_type":"sophisticated_sybil","buyer_count":60,"confidence":0.9,"wash_pct":93.4,"signals":["uniform_amount","coordinated_start","uniform_tx_count_cv","cohort_size"],"details":["All buyers paying exactly $0.02 (uniform amount: 97%)","All started within a 12-minute window (coordinated start: 88%)","Each making 78–79 transactions (tx count CV: 0.23)","Random wallet addresses (no vanity pattern)"]},{"anonymous_id":"B","pattern_type":"vanity_cluster","buyer_count":17,"confidence":0.97,"wash_pct":100.0,"signals":["vanity_strict","single_service"],"details":["17 wallets sharing identical 4-char prefix and 3-char suffix pattern","Statistical impossibility for randomly generated addresses","All paying a single service (single-service concentration)"]},{"anonymous_id":"C","pattern_type":"operator_self_test","buyer_count":8,"confidence":0.66,"wash_pct":0.0,"signals":["vanity_broad","single_service","single_tx","tiny_amount"],"details":["Small cohort (n<10) of vanity-clustered wallets","Operator-controlled test traffic during service launch","Carved out as legitimate self_test, not classified as wash"]},{"anonymous_id":"D","pattern_type":"developer_dominance","buyer_count":102,"confidence":0.85,"wash_pct":0.6,"signals":["single_service_concentration","high_tx_volume","regular_intervals"],"details":["102 distinct wallets, each paying a single service","Heavy bot pattern (top_svc_share ≥ 0.90)","Conservatively excluded from real_volume","May include legitimate production bots (operator self-disclosure pending)"]},{"anonymous_id":"E","pattern_type":"clean_organic","buyer_count":45,"confidence":0.75,"wash_pct":0.0,"signals":["diverse_amounts","diverse_timing","multi_service_buyers"],"details":["Diverse buyer base with varied transaction amounts","Distributed timing across the 30-day window","Buyers also use other unrelated services","100% organic_user classification"]}]}