Research Hub
Explore the article library
A focused FXMacroData research hub organized by market, release type, and workflow.
Search Results
Results for "Trade"
Showing 1-12 of 169
Sweden Trade Balance February 2026: 4,200 vs Prior -8,400
Sweden Trade Balance for February 2026 printed at 4,200 versus -8,400 prior. Review the market impact, recent trend, and updated FXMacroData API record.
Sweden Trade Balance March 2026: 6,100 vs Prior -8,400
Sweden Trade Balance for March 2026 printed at 6,100 versus -8,400 prior. Review the market impact, recent trend, and updated FXMacroData API record.
How to Use MetaTrader 4 Expert Advisors with FXMacroData for Macro-Aware EA Filters
Use MetaTrader 4 Expert Advisors with FXMacroData by checking macro calendars, announcements, and session context before an EA acts on a signal.
How to Use NinjaTrader with FXMacroData for Macro-Aware Strategy Filters
Use NinjaTrader with FXMacroData by checking macro calendars, announcements, and session context before a NinjaScript strategy acts on a signal.
How to Use cTrader Open API with FXMacroData for Macro-Aware FX Execution
Use cTrader Open API with FXMacroData by checking macro calendars, announcements, pair context, and FX sessions before sending automated FX order messages.
How to Use Freqtrade with FXMacroData for Macro-Aware Trading Bots
Use Freqtrade with FXMacroData by caching macro calendar and session state, joining it into strategy dataframes, and testing macro-aware bot filters.
How to Use MetaTrader 5 Python with FXMacroData for FX Event Filters
Use MetaTrader 5 Python with FXMacroData by combining MT5 terminal bars with FXMacroData release calendars to build read-only event-risk filters.
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.
COT Positioning and Crowded Trades: Spotting Reversals
When speculative positioning in currency futures reaches statistical extremes, the crowded trade becomes its own risk. Using CFTC COT data, this article shows how to measure crowding with z-scores, identify the five phases of a positioning reversal, and build a practical framework for trading the unwind.
How to Use COT Data to Filter FX Trade Entries
Step-by-step guide to pulling CFTC Commitments of Traders positioning data from the FXMacroData API, computing net positioning metrics, and building a directional filter that aligns trade entries with institutional flow.
COT Reports Explained: What They Are and Why FX Traders Watch Them
The CFTC Commitments of Traders report gives FX traders a weekly read on how the world’s largest speculative accounts are positioned in currency futures. This guide covers how the report works, how to identify crowded trades and positioning extremes, and how to access the underlying data via the FXMacroData API.
The JPY Carry Trade: What It Is, How It Works, and Why It Matters for FX Traders
The Japanese yen has been the world's preferred carry trade funding currency for three decades. This guide explains the mechanics of the JPY carry trade, the rate differentials that drive it, the August 2024 unwind, and the signals every FX trader should monitor as the Bank of Japan slowly normalises.