{"id":13780302,"url":"https://github.com/MengtingWan/goodreads","last_synced_at":"2025-05-11T13:31:55.108Z","repository":{"id":37554119,"uuid":"188173029","full_name":"MengtingWan/goodreads","owner":"MengtingWan","description":"code samples for the goodreads datasets","archived":false,"fork":false,"pushed_at":"2023-05-29T22:12:34.000Z","size":76,"stargazers_count":236,"open_issues_count":1,"forks_count":58,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-08-03T18:14:57.847Z","etag":null,"topics":["book-reviews","computational-social-science","dataset","machine-learning","natural-language-processing","recommendation-system","recommender-system","research","spoilers"],"latest_commit_sha":null,"homepage":"https://mengtingwan.github.io/data/goodreads.html","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MengtingWan.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,"publiccode":null,"codemeta":null}},"created_at":"2019-05-23T06:17:08.000Z","updated_at":"2024-07-02T19:07:32.000Z","dependencies_parsed_at":"2024-08-03T18:11:59.802Z","dependency_job_id":"f790aa70-4adc-4bb5-9fbd-91b2713e8016","html_url":"https://github.com/MengtingWan/goodreads","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/MengtingWan%2Fgoodreads","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MengtingWan%2Fgoodreads/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MengtingWan%2Fgoodreads/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MengtingWan%2Fgoodreads/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MengtingWan","download_url":"https://codeload.github.com/MengtingWan/goodreads/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225056790,"owners_count":17414209,"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":["book-reviews","computational-social-science","dataset","machine-learning","natural-language-processing","recommendation-system","recommender-system","research","spoilers"],"created_at":"2024-08-03T18:01:14.257Z","updated_at":"2024-11-17T15:31:04.793Z","avatar_url":"https://github.com/MengtingWan.png","language":"Jupyter Notebook","funding_links":[],"categories":["eBook metadata"],"sub_categories":[],"readme":"# [Goodreads Datasets](https://mengtingwan.github.io/data/goodreads.html)\n\n#### NOTE: Our datasets have been moved! Please see our new [webpage](https://mengtingwan.github.io/data/goodreads.html) about how to download these datasets.\n\nThe datasets were collected in late 2017 from [goodreads](https://goodreads.com). Details of the datasets are described in the [dataset website](https://mengtingwan.github.io/data/goodreads.html)\n\n**We collected these datasets for academic use only! Please do not redistribute them or use for commercial purposes.**\n\n## Citations\nIf you are using our dataset, please cite the following papers:\n\n- Mengting Wan, Julian McAuley, \"[Item Recommendation on Monotonic Behavior Chains](https://github.com/MengtingWan/mengtingwan.github.io/raw/master/paper/recsys18_mwan.pdf)\", in RecSys'18. [[bibtex](https://dblp.uni-trier.de/rec/bibtex/conf/recsys/WanM18)]\n- Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian McAuley, \"[Fine-Grained Spoiler Detection from Large-Scale Review Corpora](https://github.com/MengtingWan/mengtingwan.github.io/raw/master/paper/acl19_mwan.pdf)\", in ACL'19. [[bibtex](https://dblp.uni-trier.de/rec/bibtex/conf/acl/WanMNM19)]\n\n\n\n## Notebooks/Code Samples\n\nWe've created several notebooks (in python 3.7) to illustrate how to download/read these datasets, and provide some basic explorations of the data.\n\n- [download.ipynb](/download.ipynb): If you prefer to download datasets without GUI. This notebook will show how to download files in bash/python.\n- [samples.ipynb](/samples.ipynb): This notebook will show how to read '.json.gz' files line-by-line and display sample records of each file.\n- [statistics.ipynb](/statistics.ipynb): This notebook will calculate some basic statistics of the datasets (except the largest complete interaction file 'goodreads_interactions.csv'). Running this notebook may take a while.\n- [distributions.ipynb](/distributions.ipynb): This notebook will operate on the complete interaction file 'goodreads_interactions.csv' and provide some explorations of the distributions of these interactions. **Note: Run this notebook only when you have LARGE memory (recommend 32g+)!!**\n- [reviews.ipynb](/reviews.ipynb): This notebook will calculate some statistics of the review datasets.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMengtingWan%2Fgoodreads","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FMengtingWan%2Fgoodreads","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FMengtingWan%2Fgoodreads/lists"}