{"id":23496273,"url":"https://github.com/srj101/future_prediction_facebook_prophet","last_synced_at":"2025-04-22T12:13:02.844Z","repository":{"id":181588184,"uuid":"667002942","full_name":"srj101/future_prediction_facebook_prophet","owner":"srj101","description":null,"archived":false,"fork":false,"pushed_at":"2023-07-16T10:19:20.000Z","size":3092,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-22T12:12:59.972Z","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/srj101.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}},"created_at":"2023-07-16T10:12:30.000Z","updated_at":"2023-07-16T10:16:24.000Z","dependencies_parsed_at":"2023-07-16T11:36:48.687Z","dependency_job_id":null,"html_url":"https://github.com/srj101/future_prediction_facebook_prophet","commit_stats":null,"previous_names":["srj101/future_prediction_facebook_prophet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/srj101%2Ffuture_prediction_facebook_prophet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/srj101%2Ffuture_prediction_facebook_prophet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/srj101%2Ffuture_prediction_facebook_prophet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/srj101%2Ffuture_prediction_facebook_prophet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/srj101","download_url":"https://codeload.github.com/srj101/future_prediction_facebook_prophet/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250237833,"owners_count":21397401,"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":"2024-12-25T04:12:04.942Z","updated_at":"2025-04-22T12:13:02.825Z","avatar_url":"https://github.com/srj101.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# future_prediction_facebook_prophet\n\nsteps to use Prophet and output them in markdown:\n\nImport the necessary libraries and modules:\n# Python\nimport pandas as pd\nfrom prophet import Prophet\nRead the data into a pandas DataFrame:\n# Python\ndf = pd.read_csv('example.csv')\nInstantiate a Prophet object:\n# Python\nm = Prophet()\nFit the model with the historical data:\n# Python\nm.fit(df)\nCreate a future DataFrame for making predictions:\n# Python\nfuture = m.make_future_dataframe(periods=365)\nMake predictions using the Prophet model:\n# Python\nforecast = m.predict(future)\nPlot the forecast:\n# Python\nfig1 = m.plot(forecast)\nPlot the forecast components:\n# Python\nfig2 = m.plot_components(forecast)\nFind more details and options in the Prophet documentation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrj101%2Ffuture_prediction_facebook_prophet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsrj101%2Ffuture_prediction_facebook_prophet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsrj101%2Ffuture_prediction_facebook_prophet/lists"}