{"id":19599950,"url":"https://github.com/apsinghanalytics/bearmarketfollowthroughs","last_synced_at":"2026-06-12T12:31:22.389Z","repository":{"id":181958740,"uuid":"667724047","full_name":"apsinghAnalytics/BearMarketFollowThroughs","owner":"apsinghAnalytics","description":"Python Script for Calculating and Visualization Follow Through Rallies during Bear Markets","archived":false,"fork":false,"pushed_at":"2024-02-17T03:59:35.000Z","size":2915,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-09T08:12:14.872Z","etag":null,"topics":["bear-market","data-visualization","powerbi","recession","stock-market","time-series"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/apsinghAnalytics.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2023-07-18T06:58:02.000Z","updated_at":"2023-09-10T05:25:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"dbdfa510-4363-49f6-9efa-e80f03f2b067","html_url":"https://github.com/apsinghAnalytics/BearMarketFollowThroughs","commit_stats":null,"previous_names":["ddatadudeadi/bearmarketfollowthroughs","apsinghanalytics/bearmarketfollowthroughs"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsinghAnalytics%2FBearMarketFollowThroughs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsinghAnalytics%2FBearMarketFollowThroughs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsinghAnalytics%2FBearMarketFollowThroughs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apsinghAnalytics%2FBearMarketFollowThroughs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/apsinghAnalytics","download_url":"https://codeload.github.com/apsinghAnalytics/BearMarketFollowThroughs/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240878018,"owners_count":19872129,"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":["bear-market","data-visualization","powerbi","recession","stock-market","time-series"],"created_at":"2024-11-11T09:13:03.229Z","updated_at":"2026-06-12T12:31:22.380Z","avatar_url":"https://github.com/apsinghAnalytics.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# BearMarketFollowThroughs\nPython, Power BI system for Autonomous Early Bull Market Trends (Follow-Through Rallies) Detection and Visualization during Bear Markets\n\n* Follow-through rallies during bear markets are often a good indicator of the early beginnings of a bull market.\n* A self-explanatory script 'main_FollowThrough.py' calls on historical S\u0026P500 (since 1995) data from the financialmodelingprep.com API (subscription req.) and then identifies periods of bear market, bear market rallies, and follow-through rallies.\n* The data is then exported to 'S\u0026PHistoricalWithBear.xlsx' which is linked with the PowerBI file 'Analysis.pbix' for the visualization of the data as shown below:\n\n\u003cimg width=\"640\" src=\"https://github.com/DDataDudeADi/BearMarketFollowThroughs/blob/main/S%26P500Since1995BearMarketsAndFollowThroughs.png\"\u003e\n\u003cimg width=\"640\" src=\"https://github.com/DDataDudeADi/BearMarketFollowThroughs/blob/main/S%26P500Last5YearsBearMarketsAndFollowThroughs.png\"\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapsinghanalytics%2Fbearmarketfollowthroughs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapsinghanalytics%2Fbearmarketfollowthroughs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapsinghanalytics%2Fbearmarketfollowthroughs/lists"}