Latest available South Africa gdp per capita growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa gdp per capita growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa gdp growth plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa gdp growth series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in MSCI Emerging Markets on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in MSCI Emerging Markets positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa unemployment plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa unemployment series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in Mexican Peso on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in Mexican Peso positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa fdi net inflows plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa fdi net inflows series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for MSCI Emerging Markets, including open-interest share. Purpose: Measure current leveraged-fund net positioning in MSCI Emerging Markets using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for MSCI Emerging Markets, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in MSCI Emerging Markets as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Latest available South Africa central government debt plus a comparable annual history from the World Bank World Development Indicators API, with source, lag and revision caveats. Purpose: Give an autonomous agent a normalized, directly sourced South Africa central government debt series without forcing it to understand World Bank indicator codes or response shapes. 24-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC open interest and weekly open-interest change for Natural Gas, reported alongside the underlying managed-money positioning context. Purpose: Determine whether CFTC-reported open interest in Natural Gas expanded, contracted or stayed broadly stable without treating open interest as a price forecast. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for New Zealand Dollar, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in New Zealand Dollar as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly changes in managed-money long, short and spread positions for Natural Gas, including the resulting change in net positioning. Purpose: Detect whether reported managed-money positioning in Natural Gas shifted toward net-long, net-short or stable exposure in the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in New Zealand Dollar on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in New Zealand Dollar positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for Mexican Peso, including open-interest share. Purpose: Measure current leveraged-fund net positioning in Mexican Peso using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures asset-manager/institutional long, short, spread and net positioning for E-mini Nasdaq 100, including open-interest share. Purpose: Measure current CFTC asset-manager net positioning in E-mini Nasdaq 100 as an institutional positioning sensor without converting it into a directional recommendation. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Compares CFTC asset-manager and leveraged-fund net positioning in E-mini Nasdaq 100 on the same weekly report and open-interest basis. Purpose: Identify whether asset managers and leveraged funds are aligned or materially divergent in E-mini Nasdaq 100 positioning while preserving both classifications separately. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for E-mini Nasdaq 100, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in E-mini Nasdaq 100 shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for New Zealand Dollar, including open-interest share. Purpose: Measure current leveraged-fund net positioning in New Zealand Dollar using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC weekly change in leveraged-fund long, short and spread positions for New Zealand Dollar, including change in net exposure. Purpose: Detect whether reported leveraged-fund exposure in New Zealand Dollar shifted toward net-long, net-short or stable positioning during the latest CFTC week. 168-hour freshness target; missing evidence is reported explicitly rather than invented.

Direct CFTC Traders in Financial Futures leveraged-fund long, short, spread and net positioning for E-mini Nasdaq 100, including open-interest share. Purpose: Measure current leveraged-fund net positioning in E-mini Nasdaq 100 using the CFTC TFF classification without inferring trader motive or predicting returns. 168-hour freshness target; missing evidence is reported explicitly rather than invented.