Sentiment analysis datasets
Adapt your product, pricing, and service strategies by analyzing customer feedback, based on sentiment analysis datasets
- Hundreds of marketplace datasets to choose from
- Tap into all major website data points
- Get accurate sentiment data from ecommerce,
social media, and business websites
Trusted by 20,000+ customers worldwide
DATASET MARKETPLACE
Popular pre-built datasets
Chances are we've already built and maintained the data collection from popular websites.
Ensure hassle-free data access by using ready-made scrapers.
- Demo data in JSON/CSV
- Fresh records
- Customize, enrich, and format the data
LinkedIn people profiles
ID, Name, City, Country code, Position, About, Posts, Current company, and more.
Business
Popular
9.1K+Amazon products
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
Popular
LinkedIn company information
ID, Name, Country code, Locations, Followers, Employees in linkedin, About, Specialties, and more.
Business
Popular
Instagram - Profiles
Account, Fbid, ID, Followers, Posts count, Is business account, Is professional account, Is verified, and more.
Social media
Crunchbase companies information
Name, URL, ID, Cb rank, Region, About, Industries, Operating status, and more.
Business
Popular
Enriched
Linkedin job listings information
URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Job seniority level, and more.
Business
Instagram - Posts
URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Photos, and more.
Social media
LinkedIn posts
URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Social media
X (formerly Twitter) - Posts
ID, User posted, Name, Description, Date posted, Photos, URL, Quoted post, and more.
Social media
Google Maps full information
Place id, URL, Country, Name, Category, Address, Description, Business details, and more.
Business
TikTok - Profiles
Account id, Nickname, Biography, Awg engagement rate, Comment engagement rate, Like engagement rate, Bio link, Predicted lang, and more.
Social media
Facebook - Pages Posts by Profile URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Youtube - Videos posts
URL, Title, Youtuber, Youtuber md5, Video url, Video length, Likes, Views, and more.
Social media
Amazon Reviews
URL, Product name, Product rating, Product rating object, Product rating max, Rating, Author name, Asin, and more.
eCommerce
TikTok - Posts
URL, Post id, Description, Create time, Digg count, Share count, Collect count, Comment count, and more.
Social media
Indeed job listings information
Jobid, Company name, Date posted parsed, Job title, Description text, Benefits, Qualifications, Job type, and more.
Business
Shopee - products
URL, ID, Title, Rating, Reviews, Initial price, Final price, Currency, and more.
eCommerce
Companies information enriched dataset
URL, ID lc, Name lc, Country code lc, Locations lc, Followers lc, Employees in linkedin lc, About lc, and more.
Business
Enriched
Walmart - products
URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
eCommerce
Employees business enriched dataset
URL, Profile url, Linkedin num id, Avatar, Profile name, Certifications, Profile location, Profile connections, and more.
Business
Enriched
TikTok Shop
URL, Title, Available, Description, Currency, Initial price, Final price, Discount percent, and more.
eCommerce
YouTube - Channels
URL, Handle, Handle md5, Banner img, Profile image, Name, Subscribers, Description, and more.
Social media
Glassdoor companies overview information
ID, Company, Ratings overall, Details size, Details founded, Details type, Country code, Company type, and more.
Business
Popular
Enriched
Google maps reviews
URL, Place id, Place name, Country, Address, Review id, Reviewer name, Reviews by reviewer, and more.
Business
Reddit- Posts
Post id, URL, User posted, Title, Description, Num comments, Date posted, Community name, and more.
Social media
X (formerly Twitter) - Profiles
X id, URL, ID, Profile name, Biography, Is verified, Profile image link, External link, and more.
Social media
Instagram - Reels
URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Views, and more.
Social media
Glassdoor companies reviews
Overview id, Review id, Review url, Rating date, Count helpful, Count unhelpful, Employee job end year, Employee length, and more.
Business
LinkedIn profiles Jobs Listings
URL, Linkedin id, Name, About, Position, Optional jobs, Country code, Experience, and more.
Business
Shein- Products
Product name, Description, Initial price, Final price, Currency, In stock, Color, Size, and more.
eCommerce
Yelp businesses overview
Business id, Yelp biz id, Name, Updates from business, Overall rating, Reviews count, Is claimed, Categories, and more.
Business
Facebook - Comments
URL, Post id, Post url, Comment id, User name, User id, User url, Date created, and more.
Social media
Instagram - Comments
URL, Comment user, Comment user url, Comment date, Comment, Likes number, Replies number, Replies, and more.
Social media
Zoominfo companies information
URL, ID, Name, Description, Revenue, Revenue currency, Revenue text, Stock symbol, and more.
Business
pitchbook companies information
URL, ID, Company name, Company socials, Year founded, Status, Employees, Latest deal type, and more.
Business
Glassdoor job listings information
URL, Company url overview, Company name, Company rating, Job title, Job location, Job overview, Company headquarters, and more.
Business
Google Shopping
URL, Product id, Title, Product description, Rating, Reviews count, Images, Variations, and more.
eCommerce
Amazon sellers info
Seller id, URL, Seller name, Description, Detailed info, Stars, Feedbacks, Return policy, and more.
eCommerce
Amazon products global dataset
Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
eBay
URL, Product id, Title, Seller name, Seller rating, Seller reviews, Breadcrumbs, Root category, and more.
eCommerce
G2 software product overview
URL, Product name, Product id, Rating, Description, Product url, Seller, Ownership, and more.
Business
Enriched
Facebook - Posts by group URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Home Depot US
URL, Domain, Country code, Model number, Sku, Product id, Product name, Manufacturer, and more.
eCommerce
Amazon best seller products
Title, Seller name, Brand, Description, Initial price, Final price, Final price high, Currency, and more.
eCommerce
Facebook Marketplace
URL, Title, Initial price, Final price, Currency, Product id, Breadcrumbs, Condition, and more.
Social media
Facebook - Posts by post URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Etsy
URL, Product id, Listing inventory id, Title, Rating, Reviews count shop, Reviews count item, Initial price, and more.
eCommerce
TikTok - Comments
URL, Post url, Post id, Post date created, Date created, Comment text, Num likes, Num replies, and more.
Social media
Trustpilot business reviews
Company name, Review id, Review date, Review rating, Review title, Review content, Is verified review, Review date of experience, and more.
Business
G2 software - product reviews
Review id, Author id, Author, Position, Company size, Stars, Date, Title, and more.
Business
Amazon products search
Asin, URL, Name, Sponsored, Initial price, Final price, Currency, Sold, and more.
eCommerce
Yelp businesses reviews
Business id, Review auther, Rating, Date, Content, Review image, Reactions, Replies, and more.
Business
Reddit - Comments
URL, Comment id, User posted, Comment, Date posted, Post url, Post id, Community name, and more.
Social media
Amazon Walmart
URL, Title amazon, Seller name amazon, Brand amazon, Description amazon, Initial price amazon, Currency amazon, Availability amazon, and more.
eCommerce
Zara - Products
Category id, Product id, Product name, Price, Currency, Colour code, Colour, Description, and more.
eCommerce
Facebook - Profiles
URL, Name, ID, Profile photo, Cover photo, Work, College, High school, and more.
Social media
Indeed companies info
Name, Description, URL, Work happiness, Jobs categories, Website, Industry, Company size, and more.
Business
Target
URL, Product id, Title, Product description, Rating, Reviews count, Initial price, Discount, and more.
eCommerce
Pinterest - Posts
URL, Post id, Title, Content, Date posted, User name, User url, User id, and more.
Social media
Youtube - Comments
Comment id, Comment text, Likes, Replies, Username, Username md5, User channel, Date, and more.
Social media
Facebook - Pages and Profiles
ID, URL, Page name, Username, Entity type, Summary text, Primary category, Work, and more.
Social media
Lazada - Products
URL, Title, Rating, Reviews, Initial price, Final price, Currency, Stock, and more.
eCommerce
Best Buy products
URL, Product id, Title, Images, Final price, Currency, Discount, Initial price, and more.
eCommerce
Lowes.com
URL, Domain, Marketplace pn, Sku, Other pn, Model number, Gtin ean pn, Product name, and more.
eCommerce
Walmart sellers info
Seller id, URL, Catalog seller id, Seller name, Seller display name, Seller email, Seller phone, Seller about us, and more.
eCommerce
Facebook Events
Event id, URL, Main image, Event date, Title, People responded, Event by, Location, and more.
Social media
Ikea - Products
Description, In stock, Color, Size, Reviews count, Main image, Category url, Category, and more.
eCommerce
Sephora products
URL, ID, Name, Sku, In stock, Regular price, Actual price, Unit price, and more.
eCommerce
Xing social network
Account id, FamilyName, Gender, Membership, Country code, Experience, Education, Languages, and more.
Business
Ozon.ru products
URL, Sku, Breadcrumbs, Name, Rating, Review count, Description, Image, and more.
eCommerce
Facebook - Reels by profile URL
URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Wayfair products
URL, Product id, Title, Rating, Reviews count, Initial price, Discount, Final price, and more.
eCommerce
Google Shopping products search US
URL, Product id, Title, Final price, Initial price, Currency, Rating, Reviews count, and more.
eCommerce
Google Play Store reviews
URL, Review id, Reviewer name, Review date, Review rating, Review, Found helpful, App url, and more.
eCommerce
Facebook Company Reviews
Company name, Company id, Company url, URL, Review time, Recommends, Review content, Review attachments, and more.
Social media
Myntra products
URL, Product id, Title, Product description, Rating, Ratings count, Initial price, Discount, and more.
eCommerce
Slintel 6sense company information
Name, About, Num employees, Type, Industries, Techstack arr, Country code, Website, and more.
Business
Enriched
Digikey - Products
Product url, Category url, Part number, Description, Manufacturer, Manufacturer url, Datasheet url, Rohs compliant, and more.
eCommerce
Owler companies information
CompanyID, Ownership, IndustrySectors, Revenue, Founded, CompanyName, Country, EmployeeCount, and more.
Business
Naver products
URL, Product id, Title, Original price, Final price, Discount rate, Currency, Description, and more.
eCommerce
H&M - Products
Category tree, Color, Country code, County of origin, Currency, Delivery, Description, Domain, and more.
eCommerce
US lawyers directory
URL, Address, Admission, Areas of practice, Isln, Law school attended, Location, Name, and more.
Business
Webmotors Brasil - Cars Listings
ID SELLER, ID, URL, Tipo, Marca, Modelo, Ano, Variante, and more.
eCommerce
Manta businesses
Company name, Business state, Sic code, Phone number, Website, Business categories, Business city, Business country, and more.
Business
Tokopedia Products
Product id, Title, URL, Currency, Delivery, Final price, Initial price, Seller name, and more.
eCommerce
Apple App Store reviews
URL, Review id, Review title, Review rating, Reviewer name, Review date, Review, Developer response, and more.
eCommerce
Mouser - Products
Product url, Category url, Mouser part num, Mfr part number, Manufacturer, Image, Image high, Manufacturer url, and more.
eCommerce
Wildberries.ru products
URL, Sku, Breadcrumbs, Name, Rating, Review count, Image, Brand, and more.
eCommerce
Carsales Cars Listings search page information
Car id, URL, Manufacturer, Model, Badge, Year, Price, Currency, and more.
eCommerce
Quora posts
URL, Post id, Author name, Title, Post date, Originally answered, Over all answers, Post text, and more.
Social media
Pinterest - Profiles
URL, Profile picture, Name, Nickname, Website, Bio, Following count, Follower count, and more.
Social media
VentureRadar company information
URL, Location, Name, Country code, Ownership, Score, Auto analyst score, Website popularity, and more.
Business
Zalando products
Domain, Country code, URL, Sku, Condition, Gender, Product name, Brand, and more.
eCommerce
Chileautos Chile - Cars Listings
URL, Marca, Modelo, Ano, Variante, Kilometraje, Condicion, Combustible, and more.
eCommerce
Trustradius product reviews
URL, Product id, Product name, Review id, Review url, Review title, Review rating, Review date, and more.
Business
Asos - Products
URL, Name, Brand, Description, About me, Availability, Buy the look, Category, and more.
eCommerce
mercadolivre.com.br products
URL, Product id, Title, Breadcrumbs, Category, Tags, Final price, Original price, and more.
eCommerce
Vimeo - Videos posts
Video id, Title, URL, Uploader, Video url, Video length, Views, Likes, and more.
Social media
Bluesky - Posts
URL, Post id, Post date, Posted by, Post text, Comments, Reposts, Likes, and more.
Social media
Lazada - Reviews
URL, Title, Rating, Reviews, Seller name, Sku, Mpn, Is super seller, and more.
eCommerce
Lego - Products
Product name, Category, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Hermes- Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Home Depot CA
Domain, Country code, URL, Model number, Sku, Product name, Manufacturer, Description, and more.
eCommerce
Chanel Products
Product name, Product description, Country, Currency, Color, Variations, Free sample, Image slider, and more.
eCommerce
Dior - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Lazada products search (GMV)
URL, Name, Price, Currency, Number sold, Sku, Image url, Rating, and more.
eCommerce
Kroger.com
Sku, Variant id, URL, Rootdomain, Name, Brand, Currency, Price, and more.
eCommerce
Top 500 Bluesky Profiles
URL, Did, Handle, Display name, Created date, Description, Followers count, Follows count, and more.
Social media
Ashleyfurniture - Products
Product name, Brand, Initial price, Final price, Currency, In stock, Availability, Color, and more.
eCommerce
AE.com - Complete Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Mango Products
Product name, Price, Image, Size, Product article, Availability, Description, Colour code, and more.
eCommerce
Balenciaga.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Mediamarkt.de products
Brand, Description, Manufacturer, Ean, Sku, Initial price, Final price, In stock, and more.
eCommerce
Fanatics.com - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Color, and more.
eCommerce
Toysrus - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Reviews count, and more.
eCommerce
Macys.com
URL, Star rating distribution, Quantity sold, Is promo, Sku, Rootdomain, Name, Brand, and more.
eCommerce
Rona.ca products
URL, Title, Description, Currency, Final price, Initial price, Product specifications, Domain, and more.
eCommerce
Crateandbarrel - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Availability, and more.
eCommerce
Zara Home Products
Category id, Category key, Category name, Product id, Product name, Price, Price discount, Price with fillings, and more.
eCommerce
Costco products
URL, Item id, Variant id, Title, Description, Product category, Category tree, Brand, and more.
eCommerce
Carters.com - Products
Product name, Description, In stock, Availability, Color, Size, Reviews count, Category url, and more.
eCommerce
Autozone - products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Loewe.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Prada.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Fendi Products
Product id, URL, Product name, Product description, Short description, Image, Price, Currency, and more.
eCommerce
Snapchat posts
URL, Post id, Profile name, Profile handle, Profile link, Num comments, Num shares, Num views, and more.
Social media
Micro Center Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
Massimo Dutti - Products
URL, Title, Price, Product type, Family name, Subfamily name, Images, Size, and more.
eCommerce
Bottegaveneta.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Delvaux - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Ysl.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Montblanc - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Raymourflanigan.com - Products
Product name, Seller name, Brand, Description, Initial price, Final price, Currency, In stock, and more.
eCommerce
Mattressfirm - Products
Product name, Brand, Description, Initial price, Final price, Currency, In stock, Color, and more.
eCommerce
llbean.com - Products
IDentity, Product name, URL, Description, Category tree, Color, Country code, County of origin, and more.
eCommerce
Mybobs.com - Products
Product name, Initial price, Final price, Currency, In stock, Main image, Category tree, Country code, and more.
eCommerce
B&H Products
URL, Item id, Title, Description, Product category, Category tree, Brand, Image url, and more.
eCommerce
247+Celine.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Sleepnumber.com - Products
Description, Initial price, Final price, Currency, In stock, Color, Size, Reviews count, and more.
eCommerce
Berluti.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
Moynat.com - Products
Product name, Description, Country, Currency, In stock, Size, Color, Main image, and more.
eCommerce
La-z-boy.com - Products
Product name, Description, Initial price, Final price, Currency, In stock, Size, Reviews count, and more.
eCommerce
Dataset sample
Sentiment data can be taken from various websites. Business sites such as Glassdoor, Capterra, G2, eCommerce websites such as, Amazon, Walmart, etc, social media platforms such as Facebook, Instagram, Reddit, Youtube, and more. Choose from 100+ datasets in our marketplace.
Topic ready datasets for AI agents
Use curated, structured datasets to give agents fast domain coverage, historical backfill, and trusted baselineswhen you do not need live extraction.
Domain coverage, fast
Start with topic and domain focused data so agents have immediate context without weeks of collection work.
Backfill and baselines
Build historical coverage and reproducible evaluation sets with consistent schemas and validated records.
Documentation
Get data in standard formats with clear docs and examples, plus updates when you need refresh over time.
Sentiment analysis datasets tailored to your needs
Get easy to use, well-structured datasets for any use case
Data subscription
Subscribe to access datasets at a significantly reduced cost.
File output formats
JSON, NDJSON, JSON Lines, CSV, Parquet. Optional .gz compression.
Flexible delivery
Snowflake, Amazon S3 bucket, Google Cloud, Azure, and SFTP.
Scalable data
Scale without worrying about infra, proxy servers, or blocks.
Cost savings
Customize any dataset using filters and formatting options.
Code maintenance
Datasets are maintained based on website structure changes.
Simplified integrations
Benefit from integrations with Snowflake and AWS.
24/7 support
A dedicated team of data professionals is here to help.
Leaders in compliance
Data is ethically obtained and compliant with all privacy laws.
Get structured and reliable sentiment analysis data
We’ll provide the data while you focus on the rest
High-volume web data
With our unblocking capabilities and round-the-clock IP rotation we ensure access to all data points on a website.
Data for immediate use
Every aspect of the data collection process is thoroughly validated as part of our robust data validation process.
Automated data flow
Create custom schedules to automate data delivery and watch the data flow seamlessly into your storage.
How companies use sentiment analysis datasets
Brand analysis
Track how people perceive your brand on social media platforms, online reviews, and other platforms using a sentiment analysis dataset. Identify potential issues and quickly respond to negative comments, thereby protecting your brand reputation.
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Sentiment analysis
Evaluate customer feedback to identify areas where your products or services can be improved. With a sentiment analysis dataset, make data-driven decisions to improve customer satisfaction, increase loyalty, and increase brand loyalty.
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Market research
Businesses can compare their brand’s sentiment with their competitors by analyzing sentiment data. They can use this information to identify areas where they can differentiate themselves and gain a competitive edge.
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Sentiment Analysis Dataset FAQs
What data is included in the sentiment analysis dataset?
The sentiment analysis dataset includes different data points that fit your needs, from any website you target. Some of the data points include: ID, country, industry, size, # of followers, website, subsidiaries, posts, affiliate companies, name, title, position, current company, avatar, experience, education, location and a lot more.
Can I get updates for my purchased sentiment analysis dataset?
Yes, you can get updates to your sentiment analysis dataset on a daily, weekly, monthly, or custom basis.
Can I purchase a subset of the sentiment analysis dataset?
Yes, you can purchase a sentiment analysis subset that will include only the data points you need. By purchasing a subset, cost is reduced substantially.
In what format will I receive the sentiment analysis dataset?
Dataset formats are JSON, NDJSON, JSON Lines, CSV, or Parquet. Optionally, files can be compressed to .gz.
Can I scrape sentiment analysis's public data by myself?
If you don’t want to purchase a dataset, you can start scraping sentiment analysis data using our Web Scraper API.
Can I get a data sample?
Yes, you can request sample data to evaluate the quality and relevance of the information provided. This is a great way to ensure it meets your needs before committing to a full dataset.
Can I request specific data points from the sentiment analysis dataset?
Yes, you can request specific data points from the sentiment analysis dataset tailored to your unique needs, ensuring you receive precisely the information you require for your projects.
Is it possible to integrate the sentiment analysis dataset directly into my existing systems?
Absolutely, the sentiment analysis dataset offers seamless API integration, allowing you to effortlessly integrate the data into your CRM, analytics tools, or any other systems you use, streamlining your operations.