Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
WiserBrand provides a massive, structured dataset of authentic product review data and service-level consumer complaints.
The provider’s Product Review Data and Employee Review Data can help teams add an extra qualitative layer to company analysis.
"This dataset includes millions of consumer reviews tagged with emotion signals, making it ideal for training AI systems to detect how people feel — not just what they…
"This dataset includes consumer-submitted reviews from over 6000 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 495 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 5086 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 462 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 11330 companies, covering both product- and service-based businesses.
This dataset features consumer reviews about products and services of leading online marketplaces.
"This dataset includes consumer-submitted reviews from over 5930 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 479 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 9200 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 1162 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 2205 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 421 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 1523 companies, covering both product- and service-based businesses.
"This dataset includes consumer-submitted reviews from over 2995 companies, covering both product- and service-based businesses.
SavingAdvice.com has hosted one of the web's longest-running personal-finance communities since April 2004.
Product reviews annotated with an Aspect Based Sentiment Annotation ontology in es-es
This dataset is designed for building and improving speech recognition systems.
Storylines gives sports media and creators checked numbers and ready-made copy for every game.
WHAT THIS IS Customer review text for Starbucks locations on DoorDash: the full written review, its star rating and its date, joined to the store it was left at.
This dataset consists of text-based records capturing telecom network issue scenarios in India, framed for legal-focused analysis.
This dataset provides textual summaries of real customer service calls, extracted and written by humans based on complete support interactions.