{"url":"/dataset/google-local-review","name":"Google Local review","full_name":"Google Local Data","description_markdown":"## Description\r\nThis Dataset contains review information on Google map (ratings, text, images, etc.), business metadata (address, geographical info, descriptions, category information, price, open hours, and MISC info), and links (relative businesses) up to Sep 2021 in the United States.\r\n\r\n## Citation\r\nPlease cite the following papers if you use the data in any way:\r\n\r\nUCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining\r\nJiacheng Li, Jingbo Shang, Julian McAuley\r\nAnnual Meeting of the Association for Computational Linguistics (ACL), 2022\r\n\r\nPersonalized Showcases: Generating Multi-Modal Explanations for Recommendations\r\nAn Yan, Zhankui He, Jiacheng Li, Tianyang Zhang, Julian Mcauley\r\nThe 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023","description_withheld":null,"homepage":"https://datarepo.eng.ucsd.edu/mcauley_group/gdrive/googlelocal/","introduced_date":"2022-02-27","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Recommendation Systems","url":"/task/recommendation-systems","datasets_with_task":"/datasets/task/recommendation-systems"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Google Local review"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}