{"id":23196597,"url":"https://github.com/lisa-ho/breadit","last_synced_at":"2026-05-01T13:32:12.980Z","repository":{"id":110690664,"uuid":"320685495","full_name":"Lisa-Ho/breadit","owner":"Lisa-Ho","description":"Respository for scraping and analysing data from the Reddit/Sourdough community to explore lockdown baking trends.","archived":false,"fork":false,"pushed_at":"2021-02-21T17:35:30.000Z","size":2598,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T08:30:32.655Z","etag":null,"topics":["data-analysis","data-viz","nltk","python","reddit-api","sentiment-analysis","web-scraping"],"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/Lisa-Ho.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":"2020-12-11T21:14:43.000Z","updated_at":"2023-11-06T22:53:35.000Z","dependencies_parsed_at":"2023-03-12T04:30:37.140Z","dependency_job_id":null,"html_url":"https://github.com/Lisa-Ho/breadit","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Lisa-Ho/breadit","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lisa-Ho%2Fbreadit","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lisa-Ho%2Fbreadit/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lisa-Ho%2Fbreadit/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lisa-Ho%2Fbreadit/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Lisa-Ho","download_url":"https://codeload.github.com/Lisa-Ho/breadit/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lisa-Ho%2Fbreadit/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32499681,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"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":["data-analysis","data-viz","nltk","python","reddit-api","sentiment-analysis","web-scraping"],"created_at":"2024-12-18T14:19:38.441Z","updated_at":"2026-05-01T13:32:12.965Z","avatar_url":"https://github.com/Lisa-Ho.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# About this project\n\nThis is a personal project scraping and analysing data from the [Reddit/Sourdough](https://www.reddit.com/r/Sourdough/) community in 2020. \n\nAs a sourdough baker myself, I wanted to explore lockdown baking trends in more detail, see when engagement peaked and what bakers were talking about. \n\nThanks to [pushshift.io](https://pushshift.io/api-parameters/) I was able to retrieve data from Reddit relatively easily. \n\nThe write up of my analysis can be found on [my blog](https://inside-numbers.com/blog).\n\n## Notebooks\n\nThis project is organised in two different jupyter notebooks.\n\n1. Webscraping (data collection)\n2. Data cleaning and analysis\n\n## Requirements\n\nThis project is run on python 3 and a number of python libraries specified in ```requirements.txt```.\n\n## Notes on methodology\n\n### Users\n\nUsers are those who posted a submission in r/Sourdough in 2020. Some users have since then been deleted and are counted as one single [deleted] user. \n\n### Score / upvoting data\n\nUnfortunately, the data retrieved through pushshift for submission scores (upvotes) seemed to be incorrect, so could not be used for analysis. \n\n### Dates and times\n\nWhen converting unix timestamp to datetime, I did not account for different timezones of users at the time of their submission. Hence, analysis of submissions by days and hours of the day might be slightly distorted. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flisa-ho%2Fbreadit","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flisa-ho%2Fbreadit","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flisa-ho%2Fbreadit/lists"}