{"id":25452804,"url":"https://github.com/yllvar/forex-correlate","last_synced_at":"2025-05-16T13:10:34.158Z","repository":{"id":269916326,"uuid":"908848858","full_name":"yllvar/Forex-Correlate","owner":"yllvar","description":"Forex-Correlate","archived":false,"fork":false,"pushed_at":"2024-12-27T05:53:57.000Z","size":1115,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-17T23:41:59.872Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yllvar.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-27T05:49:40.000Z","updated_at":"2024-12-27T05:54:00.000Z","dependencies_parsed_at":null,"dependency_job_id":"8912af67-513e-4622-8779-7d216d98f228","html_url":"https://github.com/yllvar/Forex-Correlate","commit_stats":null,"previous_names":["yllvar/forex-correlate"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2FForex-Correlate","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2FForex-Correlate/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2FForex-Correlate/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yllvar%2FForex-Correlate/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yllvar","download_url":"https://codeload.github.com/yllvar/Forex-Correlate/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254535822,"owners_count":22087399,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-02-17T23:41:41.493Z","updated_at":"2025-05-16T13:10:34.146Z","avatar_url":"https://github.com/yllvar.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Forex-Correlate\n\n\u003cimg width=\"787\" alt=\"Screenshot 2024-12-27 at 13 51 42\" src=\"https://github.com/user-attachments/assets/373056af-4a3c-4070-92a0-964fb6c74495\" /\u003e\n\nForex-Correlate is a project that analyzes the correlation between various forex currency pairs. The primary focus is on the `correlation analysis.ipynb` notebook, which provides a comprehensive analysis of how different currency pairs move in relation to each other.\n\n## Overview\n\nUnderstanding currency correlations is crucial for forex traders, as it helps in risk management and strategy development. Currencies can exhibit positive, negative, or no correlation, influencing trading decisions. For instance, a strong positive correlation means that two currency pairs often move in the same direction, while a strong negative correlation indicates they move in opposite directions. \n\n## Features\n\n- **Data Collection**: The notebook fetches historical exchange rate data for multiple currency pairs.\n\n- **Correlation Calculation**: It computes the correlation coefficients between different currency pairs to determine their relationships.\n\n- **Visualization**: The results are presented using heatmaps and other plots to provide a clear understanding of the correlations.\n\n## Usage\n\n1. **Clone the Repository**:\n\n   ```bash\n   git clone https://github.com/yllvar/Forex-Correlate.git\n   cd Forex-Correlate\n   ```\n\n2. **Install Dependencies**:\n\n   Ensure you have the necessary Python libraries installed. You can install them using:\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n3. **Run the Notebook**:\n\n   Open the `correlation analysis.ipynb` notebook using Jupyter Notebook or any compatible environment to explore the analysis.\n\n## Understanding Correlation in Forex Trading\n\nCurrency correlation in forex trading refers to the relationship between two currency pairs. A positive correlation means that the currency pairs move in the same direction, while a negative correlation means they move in opposite directions. Understanding these correlations can help traders make informed decisions and manage risk effectively. \n\n## Resources\n\nFor a deeper understanding of currency correlations in forex trading, consider the following resources:\n\n- **Currency Correlation in Forex Trading**: An article that explains the concept of currency correlation and its importance in forex trading. \n\n- **Using Correlation In Forex | Rolling intraday correlations!**: A video that discusses how to use correlation in forex trading. \n\n- **Identify The Best Trading Opportunities with Correlation**: A video that explains how to identify trading opportunities using correlation. \n\n## Contributing\n\nContributions are welcome. Feel free to fork the repository, make enhancements, and submit a pull request.\n\n## License\n\nThis project is licensed under the MIT License.\n\n---\n\nUnderstanding currency correlations is a vital aspect of forex trading, aiding in better decision-making and risk management. This project provides tools to analyze and visualize these correlations effectively.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyllvar%2Fforex-correlate","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyllvar%2Fforex-correlate","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyllvar%2Fforex-correlate/lists"}