{"id":25853117,"url":"https://github.com/mlojek/wse-stock-analysis","last_synced_at":"2026-06-11T15:31:20.103Z","repository":{"id":273696883,"uuid":"920574927","full_name":"mlojek/wse-stock-analysis","owner":"mlojek","description":"Using statistics to prove a stock trading strategy","archived":false,"fork":false,"pushed_at":"2025-01-26T21:04:10.000Z","size":469,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-11-28T03:48:26.068Z","etag":null,"topics":["r","statistics","stock-market","trading-strategies"],"latest_commit_sha":null,"homepage":"","language":"R","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/mlojek.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-01-22T11:54:36.000Z","updated_at":"2025-08-12T17:14:28.000Z","dependencies_parsed_at":null,"dependency_job_id":"718f4755-c781-49b8-8f39-3763284a11fc","html_url":"https://github.com/mlojek/wse-stock-analysis","commit_stats":null,"previous_names":["mlojek/wse-stock-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mlojek/wse-stock-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlojek%2Fwse-stock-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlojek%2Fwse-stock-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlojek%2Fwse-stock-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlojek%2Fwse-stock-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlojek","download_url":"https://codeload.github.com/mlojek/wse-stock-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlojek%2Fwse-stock-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34206487,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-11T02:00:06.485Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["r","statistics","stock-market","trading-strategies"],"created_at":"2025-03-01T14:32:29.888Z","updated_at":"2026-06-11T15:31:20.009Z","avatar_url":"https://github.com/mlojek.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# WSE stock analysis\nUsing statistics to prove a stock trading strategy.\n\n## The strategy\nWe propose that buing stocks that dropped more than 8% in one day is a good and reliable trading strategy. To prove this, we'll use statistical tools and records of the 20 biggest stocks from Warsaw Stock Exchange (WSE) by market cap.\n\n## Dataset:\nWe're using [this](https://www.kaggle.com/datasets/hadzio/warsaw-stock-exchage-onbalance-volume-obv) dataset from kaggle. It contains information about open, close, low and high prices for each stock for each trading day. We'll limit our tests to years 2010-2018, to exclude major global recessions.\n\n## How to run\nFirstly, make sure you have all the necessary libraries installed. In your R interpreter run:\n```\nsource('install.r')\n```\nDownload the dataset and move the CSV file to this directory. Rename it to `stock_data.csv`. Then in R interpreter run:\n```\nsource('main.r')\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlojek%2Fwse-stock-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlojek%2Fwse-stock-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlojek%2Fwse-stock-analysis/lists"}