During a February 2023 survey, a slight majority of U.S. adults said that they trust reviews from other users or customers of a product or service either a great deal (** percent) or a little (** percent). Around ** percent of respondents trusted TV advertising. Influencers generated the highest level of distrust, with nearly half of the respondents suspicious of them.
Amazon Review 2023 is an updated version of the Amazon Review 2018 dataset. This dataset mainly includes reviews (ratings, text) and item metadata (desc- riptions, category information, price, brand, and images). Compared to the pre- vious versions, the 2023 version features larger size, newer reviews (up to Sep 2023), richer and cleaner meta data, and finer-grained timestamps (from day to milli-second).
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Dataset Card for "imdb"
Dataset Summary
Large Movie Review Dataset. This is a dataset for binary sentiment classification containing substantially more data than previous benchmark datasets. We provide a set of 25,000 highly polar movie reviews for training, and 25,000 for testing. There is additional unlabeled data for use as well.
Supported Tasks and Leaderboards
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Languages
More Information Needed
Dataset Structure… See the full description on the dataset page: https://huggingface.co/datasets/stanfordnlp/imdb.
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Comprehensive dataset of 111 Governments in Montana, United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.
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Comprehensive dataset of 23,905 State government offices in United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.
Comprehensive dataset of 219 Governments in Pennsylvania, United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.
Comprehensive dataset of 964 Buildings in United States as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.
Comprehensive dataset of 99 Government hospitals in United States as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.
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During a February 2023 survey, a slight majority of U.S. adults said that they trust reviews from other users or customers of a product or service either a great deal (** percent) or a little (** percent). Around ** percent of respondents trusted TV advertising. Influencers generated the highest level of distrust, with nearly half of the respondents suspicious of them.