{"id":23109629,"url":"https://github.com/marktheo/bike-sharing-demand","last_synced_at":"2026-05-18T01:01:41.576Z","repository":{"id":64974800,"uuid":"579210992","full_name":"marktheo/bike-sharing-demand","owner":"marktheo","description":"Jupyter Notebook - Predicting bike rental numbers based on climate and temporal data","archived":false,"fork":false,"pushed_at":"2023-02-23T18:15:24.000Z","size":6568,"stargazers_count":0,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-09T11:13:15.037Z","etag":null,"topics":["decision-tree-classifier","decision-tree-regression","jupyter-notebook","machine-learning","scikit-learn"],"latest_commit_sha":null,"homepage":"","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/marktheo.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":"2022-12-17T00:10:03.000Z","updated_at":"2024-11-14T16:47:45.000Z","dependencies_parsed_at":"2024-12-17T01:38:09.419Z","dependency_job_id":"23c1979f-eca2-4590-ae9b-a034fa456830","html_url":"https://github.com/marktheo/bike-sharing-demand","commit_stats":null,"previous_names":["marktheo/bike-sharing-demand"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marktheo%2Fbike-sharing-demand","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marktheo%2Fbike-sharing-demand/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marktheo%2Fbike-sharing-demand/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/marktheo%2Fbike-sharing-demand/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/marktheo","download_url":"https://codeload.github.com/marktheo/bike-sharing-demand/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247092392,"owners_count":20882218,"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":["decision-tree-classifier","decision-tree-regression","jupyter-notebook","machine-learning","scikit-learn"],"created_at":"2024-12-17T01:38:08.882Z","updated_at":"2026-05-18T01:01:31.543Z","avatar_url":"https://github.com/marktheo.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Bike Sharing Demand\n\n\u003e ## Description\n\u003e [EN]: The main purpose of this chalenge is to predict the total count of bikes rented at each hour based on the test dataset, using the information given at each especific time period.\n\u003e \u003cbr\u003e\u003cbr\u003e\n\u003e [PT]: O principal objetivo desse desafio é prever o número total de bikes alugadas a cada hora baseado em um conjunto de dados teste, usando as informações correspondentes ao devido horário.\n\u003cbr\u003e\n\u003cdiv align='center'\u003e\n    \u003cimg src='Bike.gif' width='720'\u003e\n\u003c/div\u003e\n\n\u003cbr\u003e\u003cbr\u003e\n\n\u003e ## Data Fields\n\n\u003e Field | DataType | Sample | Description\n\u003e ----- | ----- | ----- | ----- |\n\u003e Datetime | date | yyyy-mm-dd hh | Horário\n\u003e Season | int | 1 - 4 | Estações do Ano\n\u003e Holiday | bool | 0 or 1 | Feriado\n\u003e Working Day | bool | 0 or 1 | Dia Útil\n\u003e Weather | int | 1 - 4 | Clima\n\u003e Temp | float | 36.50 | Temperatura\n\u003e Atemp | float | 39.75 | Sensação Térmica\n\u003e Humidity | int | 65 | Umidade do Ar\n\u003e Windspeed | float | 6.00 | Velocidade do Vento\n\u003e Casual | int | 5 | Nº Aluguéis s/ Registro\n\u003e Registered | int | 15 | Nº Aluguéis c/ Registro\n\u003e Count | int | 20 | Nº Total de Aluguéis\n\n\u003cbr\u003e\n\n\u003e - **Season**\n\u003e     - 1 - Spring [Primavera]\n\u003e     - 2 - Summer [Verão]\n\u003e     - 3 - Fall [Outono]\n\u003e     - 4 - Winter [Inverno]\n\u003e \u003cbr\u003e\u003cbr\u003e\n\u003e - **Weather**\n\u003e     - 1 - Clean [Limpo]\n\u003e     - 2 - Cloudy [Nublado]\n\u003e     - 3 - Rainy [Chuvoso]\n\u003e     - 4 - Stormy [Tempestuoso]\n\n\u003cbr\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarktheo%2Fbike-sharing-demand","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarktheo%2Fbike-sharing-demand","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarktheo%2Fbike-sharing-demand/lists"}