{"id":16158645,"url":"https://github.com/emptymalei/indego-bike-sharing-data","last_synced_at":"2025-08-15T19:23:57.261Z","repository":{"id":50161872,"uuid":"194908358","full_name":"emptymalei/indego-bike-sharing-data","owner":"emptymalei","description":"A Weekly After-Work Project: download and preprocess indego bike sharing data, and models to predict ride duration","archived":false,"fork":false,"pushed_at":"2021-06-02T03:00:12.000Z","size":4728,"stargazers_count":0,"open_issues_count":3,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-13T07:18:47.076Z","etag":null,"topics":[],"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/emptymalei.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}},"created_at":"2019-07-02T17:37:23.000Z","updated_at":"2020-11-20T21:32:46.000Z","dependencies_parsed_at":"2022-09-24T04:31:36.025Z","dependency_job_id":null,"html_url":"https://github.com/emptymalei/indego-bike-sharing-data","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Findego-bike-sharing-data","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Findego-bike-sharing-data/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Findego-bike-sharing-data/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/emptymalei%2Findego-bike-sharing-data/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/emptymalei","download_url":"https://codeload.github.com/emptymalei/indego-bike-sharing-data/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247578618,"owners_count":20961270,"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":"2024-10-10T01:54:41.355Z","updated_at":"2025-04-07T01:50:15.804Z","avatar_url":"https://github.com/emptymalei.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Indego bike sharing\n\nIndego bike sharing data\n\n## What is included\n\n1. `app` contains the main code\n2. `notebooks` are my experiments\n\n\nDetails\n\n```\n.\n├── README.md               # this readme file\n├── app                     # main code is here\n│   ├── config              # config files\n│   ├── get_indego_data.py  # RUN this to get the data from data source\n│   ├── prediction.py       # RUN this with params to get the predictions\n│   └── rideindego          # utility functions\n├── notebooks                             # My experimental notebooks\n│   ├── etl.ipynb                         # experiments on ETL\n│   ├── external-data-enhancing.ipynb     # Didn't have time to do this: enhance data using external data\n│   ├── playground                        # Just a playground nothing useful\n│   ├── tree_regressor.ipynb             # testing decision tree regressor\n│   └── wrangling_and_explorations.ipynb  # data wrangling and EDA\n├── notes\n│   └── improvements.md\n└── requirements.txt\n```\n\n\n\n## Usage\n\nSpecify parametesr in `config/rideindego.yml`\n\nCreate environment `conda create --name indego pip`\n\nInstall requirements: `pip install -r requirements.txt`\n\nFetch data:\n```\npython app/get_indego_data.py\n```\n\nPredictions:\n\n```\npython app/prediction.py -f '{\"passholder_type\":\"Indego30\",\"trip_route_category\":\"One Way\",\"hour\":11,\"weekday\":0,\"month\":8, \"bike_type\": \"standard\"}'\n```\n\n## Development\n\n1. create environment `conda create --name indego pip`","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptymalei%2Findego-bike-sharing-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Femptymalei%2Findego-bike-sharing-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Femptymalei%2Findego-bike-sharing-data/lists"}