BRICS Macroeconomic Sentiment

BRICS Macroeconomic Sentiment Data for Emerging Market Intelligence

UNLOCK SYSTEMATIC ALPHA FROM BRICS MARKET COMPLEXITY

Gain a real-time edge in emerging markets with Permutable AI’s BRICS Macroeconomic Sentiment datasets – delivering explainable, multilingual intelligence across Brazil, Russia, India, China, and South Africa.

Our advanced AI models transform unstructured global and regional macro data into structured, tradeable sentiment signals. From China’s monetary policy shifts and India’s inflation data to Brazil’s fiscal decisions and Russia’s sanctions dynamics, we quantify the macro, political, and environmental forces shaping emerging-market volatility.

Powered by proprietary large-language models, our datasets continuously process news in local languages converting complex market signals into consistent numerical outputs that empower systematic and discretionary trading strategies alike.

Exceptional granularity across BRICS policy and fiscal shifts adding instant value to our strategies.

Portfolio Manager, Institutional Investment Management

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Technical Overview

Contact us at enquiries@permutable.ai

Our BRICS datasets transform unstructured economic intelligence across Brazil, Russia, India, China, and South Africa into systematic quantitative analytics through advanced natural language processing. Leveraging proprietary large language models, our platform continuously processes multilingual news sources to deliver structured sentiment scores for macroeconomic releases, fiscal policy shifts, and political developments. These systematic data feeds capture real-time reactions to GDP announcements, central bank decisions, and budgetary measures with five-minute refresh capabilities. Our geopolitical intelligence quantifies election outcomes, sanctions impacts, and trade policy coordination between BRICS nations. Additionally, natural disaster monitoring provides supply chain disruption scoring across critical commodities and infrastructure networks. Supporting comprehensive strategy development, our historical datasets encompass extensive backtesting capabilities across emerging market cycles. With an API that delivers millisecond latency access to sentiment classifications, enabling seamless integration with existing quantitative trading infrastructure through standardised protocols and comprehensive client libraries.

Implementation Use Cases

Economic Data / Fiscal Policy

Real‑time tracking of macro releases and fiscal decisions across Brazil, Russia, India, China and South Africa to understand growth, inflation, budgets and market impact.

GDP, CPI, PMI/industrial output, trade balance, FX‑reserves, credit growth
Budgets, subsidies/tariffs, capex/infrastructure, tax policy and state‑owned entities
Funding conditions, local curves, external debt and rollover/liquidity risk

Politics, Conflict

Monitor elections, governance shifts and conflict dynamics affecting risk premia, trade and capital flows in Brazil, Russia, India, China and South Africa.

Elections, coalitions, policy continuity/reversal and reform momentum
Geopolitics: sanctions, export controls, security incidents, regional conflicts
Trade/industry policy, OPEC+/commodity coordination, and cross‑country alignments (e.g., Brazil–China, Russia–India)

Natural Disasters and Supply Disruptions

Detect and map climate and disaster‑driven shocks that disrupt critical supply chains, infrastructure and prices across Brazil, Russia, India, China and South Africa.

Floods, droughts, cyclones, heatwaves, earthquakes and wildfire monitoring
Impact on energy, metals, agri supply, logistics, ports and grid/infrastructure
Price and FX transmission to local markets; repair/recovery timeline signals

Permutable's Co-Pilot API enables programmatic access to structured news data with millisecond latency and enterprise-grade reliability. Full documentation is available at https://copilot-api.permutable.ai/redoc, including Python, R, and Java client libraries with webhook support.

Market Insights

China Inflation
China Inflation
Brazil GDP
Brazil GDP
India Central Bank Rate
India Central Bank Rate
India Consumer Spending
India Consumer Spending

API Reference

GET /v1/macro/sentiment/V1
Retrieves aggregated sentiment data for macroeconomic topics over a specified date range. Filters by news sources and strictness of extraction time are available. V1 of the macro topic sentiment data.

GET /v1/macro/sentiment/V1

Parameters

Name Description
start_date
string (date-time, query)
 Start date to filter by. Must be less than 30 days ago.
end_date
string (date-time, query)
 End date to filter by. Must be less than 30 days ago.
sources
array<string> (query)
 List of sources to filter by. Get these from GET /sources.
strict
boolean (query)
 Only consider articles that were extracted within the hourly decision window. Articles found after the window but published within are disregarded. Useful when aligning with live data during historic lookbacks.
Default value: false

Responses

Code Description Links
200 Successful Response No links

Response Example

{
  "macro": {
    "publication_time": "2022-01-01T01:00:00",
    "sentiment_count": 1,
    "sentiment_sum": 3.96829731437383,
    "subtopic": "Inflation",
    "topic": "Economic Data"
  }
}
API Documentation

Sample Data

Showing rows for 08/02/2023 (first 200) from India_dataset_sample.csv

BRICS Macroeconomic Sentiment FAQ

Our BRICS macro sentiment data is built for institutional investors, macro hedge funds, sovereign wealth funds, commodity traders, economists, and policy analysts. Whether you’re running systematic models, assessing geopolitical risk, or tracking economic shifts in real time, our data delivers hourly, topic-level insight across all major BRICS economies – sourced from the most relevant national and local perspectives.

Unlike static economic releases or generic news feeds, our platform scans over 100,000 possible global sources and intelligently selects only the most relevant for each macro topic and country. We capture sentiment from both national and local outlets – covering English and non-English sources – to pinpoint the “on-the-ground” narrative in developing economies. This enables you to detect sentiment shifts and local market signals long before they surface in international media or official datasets.

Institutional clients rely on our BRICS sentiment feed for its transparency and depth. Every signal is derived from verified, high-quality sources – handpicked by our AI for relevance and reliability. Each sentiment value is timestamped, source-linked, and confidence-rated, so you can see exactly what drove a change in tone. This combination of selective sourcing and local-language coverage makes the data especially powerful for detecting inflection points in emerging and frontier markets.

Our real-time processing capabilities are specifically designed for emerging market dynamics, delivering sentiment scores within minutes of policy announcements or political developments. Historical backtesting across BRICS market crises, policy reversals, and regime changes demonstrates robust performance during periods of extreme volatility, providing reliable signals when traditional indicators break down.

Our 24/7 monitoring systems continue capturing sentiment during weekends, holidays, and market closures when significant political developments often occur. This continuous coverage proves particularly valuable for BRICS markets where policy announcements frequently happen outside trading hours, enabling systematic strategies to position ahead of market reopenings.

Absolutely. Our enterprise API is fully documented and supports Python, R, and Java, along with webhook delivery. This means you can stream sentiment data directly into trading platforms, risk dashboards, research environments, or economic forecasting models without additional manual processing.

Of course. We offer tailored demos and sample outputs to show exactly how our platform fits your workflow. Simply contact us at enquiries@permutable.ai to schedule a walkthrough.

Our structured BRICS datasets deliver the precision, depth, and speed needed to navigate emerging markets with confidence and conviction. Request a live data feed today to see how real-time BRICS intelligence can enhance your trading or investment strategy

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