Monitor social media and online forums daily for early warning signals of banking distress across ALL regions: MENA, Africa, Europe, Asia-Pacific, and Americas. Monitor in ALL local languages — not just English — using translated distress keywords. PLATFORMS TO MONITOR: - X/Twitter: bank-specific and country-specific searches in local languages - Telegram: public banking/finance channels in Arabic, Farsi, French, Russian, Chinese, Turkish, Indonesian, Portuguese, Spanish - Reddit: r/lebanon, r/egypt, r/nigeria, r/southafrica, r/kenya, r/ghana, r/china, r/india, r/turkey, r/brazil, r/argentina, r/europe, r/greece, r/italy, country finance subreddits - Facebook: public banking groups in all covered countries and languages - WeChat public accounts (accessible public posts) and Weibo for China - Line/KakaoTalk accessible public channels for Japan/Korea - WhatsApp group screenshots surfacing on Twitter/Telegram (bank panic reports in Nigeria, Lebanon, Ghana) - YouTube: regional news channels uploading distress-related content - LinkedIn: public posts from banking executives, analysts, journalists KEYWORD SEARCHES BY LANGUAGE — search for each language's keywords combined with bank/country names: ARABIC: هروب الودائع, أزمة مصرفية, تجميد الودائع, قيود السحب, الصراف الآلي فارغ, بنك مفلس, سحب جماعي FARSI: هجوم به بانک, بحران نقدینگی, ورشکستگی بانک, مسدود شدن سپرده, برداشت محدود HEBREW: ריצה על הבנק, משבר בנקאי, הקפאת פיקדונות FRENCH: ruée bancaire, panique bancaire, gel des dépôts, crise bancaire, faillite bancaire, file d'attente banque PORTUGUESE: corrida ao banco, pânico bancário, banco fechado, saques bloqueados, crise bancária SPANISH: corrida bancaria, pánico bancario, banco cerrado, retiros bloqueados, crisis bancaria, quiebra bancaria GERMAN: Bankansturm, Bankenkrise, Einlagensperre, Bankinsolvenz, Bank-Run ITALIAN: corsa agli sportelli, panico bancario, crisi bancaria, blocco depositi, fallimento bancario TURKISH: banka hücumu, banka krizi, mevduat dondurma, çekiş kısıtlaması, banka iflası RUSSIAN: банковский кризис, набег на банк, заморозка вкладов, банкротство банка CHINESE (Simplified): 银行挤兑, 流动性危机, 银行倒闭, 存款冻结, 银行破产, 提款限额 JAPANESE: 取り付け騒ぎ, 銀行破綻, 流動性危機, 預金封鎖, 銀行倒産 KOREAN: 뱅크런, 은행 파산, 유동성 위기, 예금 동결, 뱅크런 HINDI: बैंक रन, बैंक संकट, जमा जमाना, तरलता संकट, बैंक दिवालिया INDONESIAN/MALAY: bank run, kepanikan bank, krisis likuiditas, pembekuan deposito, kebangkrutan bank THAI: การแห่ถอนเงิน, วิกฤตสภาพคล่อง, ธนาคารล้มละลาย VIETNAMESE: rút tiền ồ ạt, khủng hoảng ngân hàng, đóng băng tiền gửi SWAHILI: kukimbia benki, tatizo la benki, kufungiwa akaunti SEVERITY THRESHOLDS: - MEDIUM: Isolated reports, unconfirmed, single platform - HIGH: Multiple independent sources, cross-platform corroboration - CRITICAL: Viral spread, physical queues reported, or official denial issued (denial = confirmation signal) For each flagged item: (1) Bank name and country, (2) Platform and language of origin, (3) Signal volume/spread estimate, (4) Severity: MEDIUM/HIGH/CRITICAL, (5) English summary, (6) Original-language sample post/text, (7) Source URL/link and timestamp. Filter aggressively — customer complaints, political commentary, and routine frustration do not qualify. Only structural/liquidity distress signals at named institutions.

Monitor social media and online forums daily for early warning signals of banking distress across ALL regions: MENA, Africa, Europe, Asia-Pacific, and Americas. Monitor in ALL local languages — not just English — using translated distress keywords. PLATFORMS TO MONITOR: - X/Twitter: bank-specific and country-specific searches in local languages - Telegram: public banking/finance channels in Arabic, Farsi, French, Russian, Chinese, Turkish, Indonesian, Portuguese, Spanish - Reddit: r/lebanon, r/egypt, r/nigeria, r/southafrica, r/kenya, r/ghana, r/china, r/india, r/turkey, r/brazil, r/argentina, r/europe, r/greece, r/italy, country finance subreddits - Facebook: public banking groups in all covered countries and languages - WeChat public accounts (accessible public posts) and Weibo for China - Line/KakaoTalk accessible public channels for Japan/Korea - WhatsApp group screenshots surfacing on Twitter/Telegram (bank panic reports in Nigeria, Lebanon, Ghana) - YouTube: regional news channels uploading distress-related content - LinkedIn: public posts from banking executives, analysts, journalists KEYWORD SEARCHES BY LANGUAGE — search for each language's keywords combined with bank/country names: ARABIC: هروب الودائع, أزمة مصرفية, تجميد الودائع, قيود السحب, الصراف الآلي فارغ, بنك مفلس, سحب جماعي FARSI: هجوم به بانک, بحران نقدینگی, ورشکستگی بانک, مسدود شدن سپرده, برداشت محدود HEBREW: ריצה על הבנק, משבר בנקאי, הקפאת פיקדונות FRENCH: ruée bancaire, panique bancaire, gel des dépôts, crise bancaire, faillite bancaire, file d'attente banque PORTUGUESE: corrida ao banco, pânico bancário, banco fechado, saques bloqueados, crise bancária SPANISH: corrida bancaria, pánico bancario, banco cerrado, retiros bloqueados, crisis bancaria, quiebra bancaria GERMAN: Bankansturm, Bankenkrise, Einlagensperre, Bankinsolvenz, Bank-Run ITALIAN: corsa agli sportelli, panico bancario, crisi bancaria, blocco depositi, fallimento bancario TURKISH: banka hücumu, banka krizi, mevduat dondurma, çekiş kısıtlaması, banka iflası RUSSIAN: банковский кризис, набег на банк, заморозка вкладов, банкротство банка CHINESE (Simplified): 银行挤兑, 流动性危机, 银行倒闭, 存款冻结, 银行破产, 提款限额 JAPANESE: 取り付け騒ぎ, 銀行破綻, 流動性危機, 預金封鎖, 銀行倒産 KOREAN: 뱅크런, 은행 파산, 유동성 위기, 예금 동결, 뱅크런 HINDI: बैंक रन, बैंक संकट, जमा जमाना, तरलता संकट, बैंक दिवालिया INDONESIAN/MALAY: bank run, kepanikan bank, krisis likuiditas, pembekuan deposito, kebangkrutan bank THAI: การแห่ถอนเงิน, วิกฤตสภาพคล่อง, ธนาคารล้มละลาย VIETNAMESE: rút tiền ồ ạt, khủng hoảng ngân hàng, đóng băng tiền gửi SWAHILI: kukimbia benki, tatizo la benki, kufungiwa akaunti SEVERITY THRESHOLDS: - MEDIUM: Isolated reports, unconfirmed, single platform - HIGH: Multiple independent sources, cross-platform corroboration - CRITICAL: Viral spread, physical queues reported, or official denial issued (denial = confirmation signal) For each flagged item: (1) Bank name and country, (2) Platform and language of origin, (3) Signal volume/spread estimate, (4) Severity: MEDIUM/HIGH/CRITICAL, (5) English summary, (6) Original-language sample post/text, (7) Source URL/link and timestamp. Filter aggressively — customer complaints, political commentary, and routine frustration do not qualify. Only structural/liquidity distress signals at named institutions.