Multilingual AI-driven EM Outlook
Synopsis:
From rising investor confidence in Turkey and Vietnam to potential debt trouble brewing in Poland’s financial markets this week, EMAlpha’s Macro Monitor uses multilingual AI to track the current state of local sentiment in the newsflow across the EM universe. Since local investors typically lead financial markets and foreign investors lag, this weekly report stands watch on changing local sentiment.
Most Positive Sentiment
Turkey/Government: Moody’s upgraded Turkey’s credit rating from B1 to Ba3 on July 25 based on the central bank’s success in reducing inflation. This has triggered improved investor sentiment (5-day moving average sentiment score of 1.0) and the sense that the economy is entering a positive cycle. This could provide a spark to the Turkish bond market and also equities that have been lagging, at +6.8% YTD, compared to the broad EM indices that have surged 15-19%.
Fig. 1:Turkey Government Macro Theme Sentiment Scores: EMAlpha’s Multilingual AI inspected local Turkish news and used local language sentiment analysis to detect sentiment scores for various macro themes, including “Government”. The scores are normalized such that +1.00 signifies extreme optimism and -1.00 signifies extreme pessimism.
Argentina/Commodities: After weeks of rumors, President Javier Milei announced the reduction of export taxes on agricultural exports and confidence is brimming in Argentina’s important agricultural sector, with ag prices rising. Along with other economic reforms, the Merval Index is up by 13% over the past month.
Vietnam/Stock Market: Stock Market confidence was the stand-out macro theme heading into July 29 (1.0 normalized 5-day average and a 0.53 daily sentiment score that is near the top of the range YTD) – see Fig. 2. All other themes – even including Trade Tariffs, which had been deeply negative since April – were in positive sentiment territory. GDP growth of nearly 8% in Q2 was the highest in 20 years. Investors were celebrating the 25th anniversary of the Vietnam stock market and large-caps led by financial stocks had pushed the VN-Index up by 12% in July to its historic high. What could go wrong? Well, naturally, stocks plunged by more than 4% on July 29 on little news, proving that exuberant sentiment contains contrarian signals that may point to imminent profit-taking.
Fig. 2: Vietnam Macro Theme Sentiment Scores: EMAlpha’s Multilingual AI inspected local Vietnamese language news and used local language sentiment analysis to detect sentiment scores for various macro themes for the country. The scores are normalized such that +1.00 signifies extreme optimism and -1.00 signifies extreme pessimism.
Most Negative Sentiment
Brazil/Trade Tariffs: Sentiment regarding Trade Tariffs unsurprisingly collapsed after the US threatened a 50% tariff on Brazilian imports over what Trump claims is political persecution of former Brazilian President Bolsanaro. With forecasts of a 1.2% hit to Brazil’s GDP and a negative impact on Brazil’s debt, the Ibovespa index has dropped 4.5% in July. Investors are in a funk and looking for a positive sentiment catalyst.
Poland/Debt: The WIG Index has been the world’s best performer YTD, +35%, but below the hood there is a disturbing rattle in the engine. Local sentiment for Debt has turned starkly negative and the buzz is now centered around alarming debt and deficit levels and the country’s financial stability.
Fig. 3: Poland Macro Theme Sentiment Scores: EMAlpha’s Multilingual AI inspected local Polish language news and used local language sentiment analysis to detect sentiment scores for various macro themes. The scores are normalized such that +1.00 signifies extreme optimism and -1.00 signifies extreme pessimism.
Korea/Debt: Local sentiment has been souring like kimchi due to the country’s rising national and household debt levels. The government has been borrowing to fund economic stimulus measures while households are digging deeper due to rising house prices and borrowing for consumption. Korean stocks, however, have been on fire in 2025, fueled by corporate governance reforms, the return of political stability and foreign investor inflows. But watch this emerging worry over debt levels as a potential profit-taking catalyst.
For Media Inquiries, contact Brad Durham, [email protected]
Over half of the world’s web content is in languages other than English. Book a demo to discover how the Macro Monitor leverages EMAlpha’s multilingual AI to uncover investable signals in local-language content.
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