AI Analysis of EUR/USD Market Predictors
Budget: $30 – $250 AUD
Need only apply if this is your area of profession. Applicaant that need their hands held will recieve negitve reviews.
Project Brief: Correlation Analysis of COT Reports and EUR/USD Weekly Movements
Objective:
We want to analyze and identify correlations between the CFTC’s Commitment of Traders (COT) report—focusing on non-commercial positions—and the weekly price action of the EUR/USD currency pair. The goal is to use historical COT data to help forecast potential market movements.
Brief Explanation of the COT Report:
The COT report is a weekly publication by the CFTC that shows the aggregate holdings of different types of traders in the futures markets. We’re interested in the non-commercial traders, like large speculators, whose positioning might give clues about market sentiment.
What We Want To Do:
1. Data Collection and Alignment:
• Gather 12 months of weekly COT report data for the Euro and the US dollar, focusing on non-commercial positions.
• Collect the corresponding 12 months of weekly open and close prices for the EUR/USD pair.
2. Correlation and Pattern Recognition:
• Analyze whether changes in the COT data (like the Euro adding longs and closing shorts while the USD does the opposite) correspond to certain movements in the EUR/USD weekly candles.
• Implement an AI agent that can learn from this historical data and identify patterns that might not be obvious to a human observer. This AI component should help us forecast potential future moves based on similar past patterns.
Deliverable:
We’d like a report or visualization that shows these correlations over time. The AI tool should highlight recurring patterns so we can use this information going forward.
https://www.cftc.gov/
COT report can be found here.
https://www.investing.com/currencies/eur-usd
Weekly OPEN/CLOSE Prices can be found here.
Project Brief: Correlation Analysis of COT Reports and EUR/USD Weekly Movements
Objective:
We want to analyze and identify correlations between the CFTC’s Commitment of Traders (COT) report—focusing on non-commercial positions—and the weekly price action of the EUR/USD currency pair. The goal is to use historical COT data to help forecast potential market movements.
Brief Explanation of the COT Report:
The COT report is a weekly publication by the CFTC that shows the aggregate holdings of different types of traders in the futures markets. We’re interested in the non-commercial traders, like large speculators, whose positioning might give clues about market sentiment.
What We Want To Do:
1. Data Collection and Alignment:
• Gather 12 months of weekly COT report data for the Euro and the US dollar, focusing on non-commercial positions.
• Collect the corresponding 12 months of weekly open and close prices for the EUR/USD pair.
2. Correlation and Pattern Recognition:
• Analyze whether changes in the COT data (like the Euro adding longs and closing shorts while the USD does the opposite) correspond to certain movements in the EUR/USD weekly candles.
• Implement an AI agent that can learn from this historical data and identify patterns that might not be obvious to a human observer. This AI component should help us forecast potential future moves based on similar past patterns.
Deliverable:
We’d like a report or visualization that shows these correlations over time. The AI tool should highlight recurring patterns so we can use this information going forward.
https://www.cftc.gov/
COT report can be found here.
https://www.investing.com/currencies/eur-usd
Weekly OPEN/CLOSE Prices can be found here.