CFTC-EUR/USD Correlation Analysis & Forecasting

@sajjadtaghvaeifr

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@glanegonsalves

Hey there Glane here, hope you're doing well. I can help you in doing correlation analysis focusing on r value and p values and also the hypothesis present interpreting the desired results. Feel free to get in touch.

@mehmoodfaisal61

Hello, I hope you are doing well. I hold a master's degree in Statistics and CS from a renowned university. I am a well experienced statistician. I have good command over Python (please visit my profile to check reviews for my past projects). I have reviewed and understood your requirements, I can help you with this project. Please feel free to ask me, if you have any queries.

@denisSolution

Hi client, I'm Denis Redzepovic, an experienced developer with expertise in Python, Predictive Analytics, Machine Learning (ML), Financial Analysis, Data Analysis, Statistical Analysis, Data Visualization, Data Science, Statistics and AI Development. I have worked extensively on diverse Python projects, ranging from backend development and automation to data processing and API integrations. My deep understanding of Python’s libraries and frameworks allows me to build efficient, scalable, and maintainable solutions. I pay close attention to code quality and performance to ensure your project runs flawlessly. With my solid experience, I’m confident I can deliver results that exceed your expectations. I focus on writing clean, maintainable, and scalable code because I know the difference between 99% and 100%. If you hire me, I’ll do my best until you’re completely satisfied with the result. Let’s discuss your project details so I can tailor the perfect Python solution for you. Thanks, Denis

@khaliduom103

‎Hi i am an experienced python developer with PhD in applied mathematics and market data analyst.I can help you python coding, optimization, numerical and stock data prediction with the help of CNN, ANN and PINN. ‎

@dtk507

Hello, I understand you need a precise correlation analysis between the CFTC's COT report and the EUR/USD currency movements to forecast market trends. As a financial market economist with extensive experience in data science, I excel at transforming complex data into actionable insights. In previous projects, I developed models that accurately predicted market shifts using historical data, achieving a 90% accuracy rate in forecasts. ****My Plan****** - Gather 12 months of weekly COT data for non-commercial holdings. - Collect corresponding EUR/USD open and close prices. - Analyze correlations and implement an AI model to identify patterns in the data. - Deliver a comprehensive report highlighting correlations and forecasting potential trends. Regards, Davide

@sabaehsan

Greetings, It sounds like you're looking to dive deep into the relationship between the CFTC's COT report and the EUR/USD currency pair's weekly price changes. My approach would involve gathering the necessary COT data and corresponding price movements, then analyzing these datasets for correlations and patterns. By employing machine learning techniques, I can help identify trends that might not be immediately apparent, providing valuable insights for forecasting future market movements. With experience in Python, data analysis, and financial modeling, I can create a clear visualization of these correlations and develop an AI tool to highlight recurring patterns. This will not only meet your objectives but also equip you with actionable insights for trading decisions. Best regards, Saba Ehsan

@eliza019

Hello there, With extensive experience in statistical and predictive analytics, My proficiency in SPSS combined with my programming skills in Python will not only ensure an effective data analysis but also allow for flexibility and automation, optimizing efficiency throughout the process. Throughout my career, I have consistently proven my problem-solving mindset transforming complex datasets into clear and actionable insights that clients can use to drive their business forward. Data cleaning and transformation is an often-overlooked area of importance; however, it's where precise analysis begins. My vast experience in this area ensures thorough sorting of your data for accurate analysis - leaving no stone unturned. Lastly, I recognize that clear communication is vital to successful project completion. I assure you of my commitment in communicating regularly and effectively throughout this project, leaving no room for ambiguities. Trusting me with this project will not just avail you of a qualified individual but also someone who is dedicated in leveraging their knowledge and experience for unparalleled client satisfaction.

@Azursol

Dear Luke P., I am a Financial Markets Economist, Data Scientist, AI & ML Developer, and Python Expert with extensive experience in Python, Statistics, Machine Learning (ML), Financial Analysis, and Data Science. I specialize in Statistical Analysis, Data Visualization, Data Analysis, Predictive Analytics, and AI Development. I understand your project requirements for conducting a correlation analysis of the CFTC’s Commitment of Traders (COT) report and EUR/USD weekly movements. My approach involves thorough data collection, alignment, correlation analysis, and pattern recognition using AI algorithms to forecast market movements accurately. I am committed to delivering reliable results and maintaining clear communication throughout the project. I invite you to discuss how I can assist you further with your project. Best regards,

@ianb65

With an extensive history of building robust trading automation strategies and applications, I am confident in my ability to deliver high-quality results tailored to your specific needs. My proficiency in data analysis using Python allows me to efficiently collect and align the COT report data you require, as well as identify correlations and patterns that may not be apparent at first glance. Moreover, my experience in developing AI agents for trading purposes is directly aligned with your objective of forecasting future market movements. This means I can use my expertise and keen eye for detail to not only analyze the COT data but also create an AI component that will learn from it and identify patterns that might go unnoticed by a human observer. Lastly, my skills in data visualization can be invaluable when presenting the correlations we identify over time. I understand that you want a clear report or visualization that can paint a coherent picture for future strategic use, and I assure you I have the capability to deliver just that. With me on board, you can rest assured knowing that your project is in experienced hands that prioritize quality, thoroughness and ingenuity in every step of the process. Give me the opportunity to bring this project to fruition with excellence!

@wilfrednjorog

Hi there,\n\nI'm excited about the opportunity to perform a detailed correlation analysis between the CFTC's COT reports and the EUR/USD currency pair. With my background in data science and proficiency in Python, I can efficiently gather and analyze the required data, implementing advanced AI techniques to identify significant patterns. My experience with predictive analytics will enable us to derive actionable insights from historical trends. \n\nLooking forward to collaborating on this project!

@dragomira2

Hello Luke, Thank you for outlining such a focused and challenging project. As an experienced data scientist and AI/ML developer with a strong background in financial markets, I am confident I can deliver meaningful insights from the CFTC’s COT reports and EUR/USD price action. I understand you are seeking an expert who can independently manage all aspects of data collection, statistical analysis, and predictive modeling—this aligns perfectly with my expertise. My approach will begin with gathering and aligning the precise data sets: 12 months of non-commercial COT data for both Euro and USD, and corresponding EUR/USD weekly open/close prices. I’ll perform an in-depth statistical analysis to quantify correlations and lags between shifts in speculative positions and price movements. To move beyond surface-level relationships, I will develop a machine learning model—leveraging techniques like time series analysis and pattern recognition—to identify subtle, recurring patterns that might otherwise go unnoticed. The outcome will be a clear, actionable report supported by intuitive visualizations, highlighting both the statistical findings and AI-discovered insights. This will empower you to anticipate potential EUR/USD moves based on evolving COT dynamics. I am well-versed in Python, pandas, scikit-learn, and data visualization libraries, ensuring robust, reproducible results. I look forward to collaborating with you to produce a tool and analysis that genuinely adds value to your trading and forecasting process.

@jesica46

Hello there, As an experienced researcher and data scientist, data analyst, my qualitative analysis skills perfectly align with your job requirements. My profound knowledge of Python and R Studio guarantees fast learning and adaptation to new tools. Moreover, my advanced skills in Excel make me highly competent in handling large datasets efficiently—making me proficient in extracting the best insights from your transcripts. I fully comprehend the importance of working papers and meticulously preparing financial statements, especially within strict timelines. my sharp analytical skills and extensive knowledge of excel ensure that I leave no stone unturned in making sure every detail is covered under evaluation. My passion for quality, originality and meeting deadlines makes me an excellent choice for this project. I cannot wait to prove my extensive skills to you through providing actionable insights that will help guide your decision making regarding domestic charter flights. Best Regards

@danylop55

Hi there, You want a clear correlation study between CFTC COT non commercial positioning and weekly EURUSD open close moves over the last 12 months, plus an AI component that can learn recurring patterns and flag similar setups for forward looking use. I can collect and align the weekly series, engineer the position change features you described, and quantify relationships with clean stats and visuals. Then I will build a lightweight Python pattern model that spots historical regimes and outputs interpretable signals rather than a black box. I have done market data pipelines where the hard part is correct alignment and avoiding look ahead bias. The work stays reproducible with scripts and clear assumptions so you can trust the output. Plan is practical. Pull COT futures positioning for Euro and USD and compute weekly deltas and net positioning shifts. Pull EURUSD weekly open close returns and align by report date and candle week. Run correlation plus lag tests and regime clustering. Train a simple classifier to detect pattern similarity and produce a readable report with charts and a notebook you can rerun. Do you want the AI to predict next week direction only or also estimate expected move size? Best, Danylo.

@Web1devloper

With an expert team and over 5 years in the field of Machine Learning, Statistical Analysis, and Python, my ability to analyze, understand, and generate insights from complex financial data makes me the ideal fit for your project. Excitedly, I'm already familiarized with analyzing CFTC’s Commitment of Traders (COT) reports for predictive modeling. I have advanced skills in utilizing Python-based AI algorithms to identify patterns and correlations hidden within historic data just as you require for this analysis task. As a data scientist, my expertise in ML allows me to develop and fine-tune algorithms that constantly learn from historical data to improve forecasting. Beyond deriving correlations from the COT reports and EUR/USD weekly movements, I use the insights generated to project potential future market trends - a crucial aspect of your objective. Employing Python's AI capabilities like the ones I'm fluent in with tools like TensorFlow and Keras, I’ll create a sophisticated Artificial Intelligence (AI) model that learns like a human eye cannot. This is integral to capturing the precise patterns you need. Throughout my career I've honed my analytical skills by reconciling multiple diverse streams of financial data into meaningful visuals that helps inform strategic decisions.

@IdealExpert

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@thomasb726

⭐ If you award me, your smile shows up ⭐ Hi , Your project immediately stood out to me—it closely matches work I’ve completed successfully in the recent past. The core challenges, structure, and technical requirements are very familiar, with only a few unique elements that align perfectly with my expertise. This is great news for you: it allows me to skip the usual ramp-up time, avoid trial-and-error, and deliver clean, high-quality results quickly and confidently. I bring hands-on experience with Data Visualization, Statistics, AI Development, Data Science, Financial Analysis, Python, Predictive Analytics, Statistical Analysis, Machine Learning (ML) and Data Analysis, along with proven workflows and best practices refined through multiple similar projects. You can view a directly relevant example in my portfolio here: https://www.freelancer.com/u/thomasb726 I’d be happy to discuss your specific goals in more detail and share tailored ideas based on what has worked best in comparable scenarios. Why clients choose—and continue working with—me: • Clear, proactive communication so you always know where the project stands • Strong respect for your deadlines, budget, and business reputation • Responsive, approachable, and focused on a smooth, stress-free process • Reliable post-delivery support that often leads to long-term partnerships If you’re looking for precise execution, high-quality results, and a dependable long-term partner, I’d love to connect and help bring your

@ayesha0124

Hi there, I'm excited about the opportunity to analyze the correlation between the CFTC’s COT reports and the EUR/USD currency pair. With extensive experience in Python, data analysis, and machine learning, I am well-equipped to handle your project requirements effectively. Having worked on similar financial analysis projects, I understand how to gather relevant data, align it correctly, and conduct comprehensive correlation analysis. I can implement AI-driven tools to identify and visualize patterns that correlate with market movements in the EUR/USD pair, ensuring we uncover insights that support forecasting. I propose a 21-day timeline to perform the necessary data collection, analysis, and reporting. Let me know any additional details you wish to discuss, and we can move forward after that.

@KirtikaKataria

Hi there, I understand you need a sophisticated correlation analysis between the CFTC’s COT report (focusing on non-commercial positions) and weekly EUR/USD movements, including an AI/ML component to identify recurring patterns and assist with forecasting. The work requires financial markets expertise, data science proficiency, and hands-on Python/ML skills. My approach is to first collect 12 months of weekly COT data for the Euro and US dollar alongside the corresponding EUR/USD open and close prices. I will clean and align these datasets to ensure accurate week-by-week comparisons. Next, I will perform correlation analyses and visualize any statistically significant relationships. For pattern recognition, I will implement a machine-learning model—likely a time-series model or ensemble-based classifier—that can detect subtle patterns in the data and flag historical scenarios analogous to potential future moves. Deliverables: A clean, reproducible dataset, Python scripts for analysis and ML modeling, visualizations of correlations and patterns, and a concise report summarizing findings and forecasting signals. QUESTION: Do you prefer the AI output to be integrated into the visual report or as a standalone interactive Python notebook? If you need a rigorous, market-focused correlation and pattern analysis powered by AI/ML, I am ready to start immediately. Regards, Shehwani.