Research Hub
Explore the article library
A focused FXMacroData research hub organized by market, release type, and workflow.
Search Results
Results for "Markets"
Showing 1-12 of 299
Using FXMacroData with Prediction Markets: Kalshi and Polymarket
Step-by-step guide to connecting FXMacroData macro announcements, consensus forecasts, and COT positioning data to prediction market contracts on Kalshi and Polymarket — with working Python code.
Breakeven Inflation Rate and Bond Markets: A Guide for FX and Rates Traders
Breakeven inflation rates — the spread between nominal Treasury yields and TIPS — are among the most powerful leading indicators available to FX and rates traders. This guide explains how they are constructed, what they signal, and how to integrate them into a live trading framework.
Real vs Nominal: Why the Rate You See Isn't the Rate That Moves Markets
Central banks publish one number — but traders need two. This article explains the difference between nominal and real interest rates, shows how to compute real rates from policy rate and inflation data, and illustrates the dramatic real-rate cycles of 2020–24 across USD, GBP, AUD, NZD, and CHF.
Government Bond Yields and Forex: Why the Yield Curve Moves Currencies
Government bond yield differentials are one of the most reliable leading indicators in FX markets. This article explains how yield spreads, curve shape, and real yields drive currency flows — from the USD/JPY carry trade to breakeven inflation signals — and how to track them via the FXMacroData API.
From CPI to PCE: The Inflation Indicators FX Traders Track and Why They Matter
A comprehensive guide to the seven families of inflation indicators covered by the FXMacroData API — headline CPI, core CPI, trimmed mean, PCE, PPI, breakeven rates, and inflation-linked bond yields — and how each moves FX markets.
Sight Deposits and CHF Intervention Signals
SNB sight deposits are the most transparent real-time proxy for CHF intervention available to FX markets. Each week the Swiss National Bank publishes the total held by domestic banks — a number that rises sharply when the SNB is buying foreign currency to weaken the franc and falls when it is selling. This guide explains how to read the series, what thresholds matter, and how CHF traders combine it with FX reserves, the balance sheet, and the policy rate to build a complete intervention risk framework.
Introducing the Business and Consumer Confidence Endpoints
FXMacroData now exposes business and consumer confidence endpoints with country-specific handling, so traders can compare survey tone without flattening the real differences in methodology, frequency, and units across markets.
Why Most AI FX Bots Fail In Live Trading
A practical failure taxonomy for AI FX automation: data assumptions, model drift, risk-policy gaps, execution friction, and operational blind spots that break bots in live markets even when backtests look strong.
Why Announcement Timing Matters: Second-Level Precision in Economic Data
Markets react to economic releases at the moment of announcement — not at the end of the reference period. Discover why using precise announcement datetimes at second-level granularity is essential for backtesting, event studies, and any FX strategy built around macro data releases.
Brazil's Central Bank and the SELIC Cycle: What BRL Traders Need to Know
A deep-dive into the Banco Central do Brasil's SELIC rate cycle, IPCA inflation dynamics, real interest rates, and the commodity linkage that makes BRL one of the most complex — and rewarding — carry trades in emerging markets.
CFD Instruments Explained For FX Traders
A broker-neutral guide to CFD instruments for FX traders: what CFDs are, how macro drivers map to instruments, what data is safe to use, and why FXMacroData focuses on macro context rather than broker prices, spreads, leverage, or execution.
Introducing the FX Dashboard
The FXMacroData dashboard puts every macro signal a trader needs in one place — real-time indicator charts, a live release calendar, COT positioning, bond yields, precious-metals prices, and more — without switching between five different tools.
