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
sentiment analysis datasets hero image
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
Views118.1K+
Downloads11.1K+

Amazon products

Title, Seller name, Brand, Description, Initial price, Currency, Availability, Reviews count, and more.
eCommerce
Views34.6K+
Downloads5.7K+

LinkedIn company information

ID, Name, Country code, Locations, Followers, Employees in linkedin, About, Specialties, and more.
Business
Views33K+
Downloads3.4K+

Instagram - Profiles

Account, Fbid, ID, Followers, Posts count, Is business account, Is professional account, Is verified, and more.
Social media
Views21.8K+
Downloads3.4K+

Crunchbase companies information

Name, URL, ID, Cb rank, Region, About, Industries, Operating status, and more.
Business
Enriched
Views15.4K+
Downloads1.6K+

Linkedin job listings information

URL, Job posting id, Job title, Company name, Company id, Job location, Job summary, Job seniority level, and more.
Business
Views15.1K+
Downloads2.2K+

Instagram - Posts

URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Photos, and more.
Social media
Views13K+
Downloads1.6K+

Google Maps full information

Place id, URL, Country, Name, Category, Address, Description, Business details, and more.
Business
Views12.8K+
Downloads1.6K+

LinkedIn posts

URL, ID, User id, Use url, Title, Headline, Post text, Date posted, and more.
Social media
Views11.2K+
Downloads1.4K+

X (formerly Twitter) - Posts

ID, User posted, Name, Description, Date posted, Photos, URL, Quoted post, and more.
Social media
Views10.2K+
Downloads1.2K+

TikTok - Profiles

Account id, Nickname, Biography, Awg engagement rate, Comment engagement rate, Like engagement rate, Bio link, Predicted lang, and more.
Social media
Views8.1K+
Downloads951+

Youtube - Videos posts

URL, Title, Youtuber, Youtuber md5, Video url, Video length, Likes, Views, and more.
Social media
Views7.9K+
Downloads707+

Amazon Reviews

URL, Product name, Product rating, Product rating object, Product rating max, Rating, Author name, Asin, and more.
eCommerce
Views7.2K+
Downloads852+

TikTok - Posts

URL, Post id, Description, Create time, Digg count, Share count, Collect count, Comment count, and more.
Social media
Views6.6K+
Downloads866+

Facebook - Pages Posts by Profile URL

URL, Post id, User url, User username raw, Content, Date posted, Hashtags, Num comments, and more.
Social media
Views6.5K+
Downloads623+

Indeed job listings information

Jobid, Company name, Date posted parsed, Job title, Description text, Benefits, Qualifications, Job type, and more.
Business
Views6.4K+
Downloads758+

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
Views6.1K+
Downloads528+

Shopee - products

URL, ID, Title, Rating, Reviews, Initial price, Final price, Currency, and more.
eCommerce
Views6K+
Downloads1.2K+

Walmart - products

URL, Final price, Sku, Currency, Gtin, Specifications, Image urls, Top reviews, and more.
eCommerce
Views5.5K+
Downloads854+

TikTok Shop

URL, Title, Available, Description, Currency, Initial price, Final price, Discount percent, and more.
eCommerce
Views5.3K+
Downloads660+

Employees business enriched dataset

URL, Profile url, Linkedin num id, Avatar, Profile name, Certifications, Profile location, Profile connections, and more.
Business
Enriched
Views5.3K+
Downloads382+

YouTube - Channels

URL, Handle, Handle md5, Banner img, Profile image, Name, Subscribers, Description, and more.
Social media
Views4.4K+
Downloads501+

Reddit- Posts

Post id, URL, User posted, Title, Description, Num comments, Date posted, Community name, and more.
Social media
Views4.3K+
Downloads420+

Glassdoor companies overview information

ID, Company, Ratings overall, Details size, Details founded, Details type, Country code, Company type, and more.
Business
Enriched
Views4.2K+
Downloads378+

Google maps reviews

URL, Place id, Place name, Country, Address, Review id, Reviewer name, Reviews by reviewer, and more.
Business
Views4.1K+
Downloads299+

Instagram - Reels

URL, User posted, Description, Hashtags, Num comments, Date posted, Likes, Views, and more.
Social media
Views3.6K+
Downloads435+

X (formerly Twitter) - Profiles

X id, URL, ID, Profile name, Biography, Is verified, Profile image link, External link, and more.
Social media
Views3.4K+
Downloads219+

Glassdoor companies reviews

Overview id, Review id, Review url, Rating date, Count helpful, Count unhelpful, Employee job end year, Employee length, and more.
Business
Views3.3K+
Downloads544+

LinkedIn profiles Jobs Listings

URL, Linkedin id, Name, About, Position, Optional jobs, Country code, Experience, and more.
Business
Views3K+
Downloads93+

Instagram - Comments

URL, Comment user, Comment user url, Comment date, Comment, Likes number, Replies number, Replies, and more.
Social media
Views2.8K+
Downloads320+

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.

Datasets Pricing

Refresh rate
100K
500K
1M
5M
20M
Complete Dataset
3TB
  • Clean and validated
  • Refreshed monthly
  • JSON/CSV/Parquet

Power AI Agents Instantly

Our Sentiment analysis datasets are AI/LLM-optimized: clearly structured, well-documented, with code and
recipes for easy LLM/chatbot integration.

structured data

Structured & Clean

Pre-processed data with consistent schemas, perfect for AI model training and inference.

code examples

Code Examples

Ready-to-use Python, Node.js, cURL, PHP, Go, Java, and Ruby snippets for easy integration with AI workflows.

documentation

Documentation

Comprehensive guides and notebooks for ChatGPT, Claude, and other LLM integrations.
                              curl --request GET 
--url https://api.brightdata.com/datasets/snapshots/{id}/download 
--header 'Authorization: Bearer '
                              
                            
                              import requests
url = "https://api.brightdata.com/datasets/snapshots/{id}/download"
headers = {"Authorization": "Bearer "}
response = requests.get(url, headers=headers)
print(response.json())
                              
                            
                              const url = 'https://api.brightdata.com/datasets/snapshots/{id}/download';
const options = {method: 'GET', headers: {Authorization: 'Bearer '}, body: undefined};

try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
                              
                            
                              HttpResponse response = Unirest.get("https://api.brightdata.com/datasets/snapshots/{id}/download")
.header("Authorization", "Bearer ")
.asString();
                              
                            
                              require 'uri'
require 'net/http'

url = URI("https://api.brightdata.com/datasets/snapshots/{id}/download")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer '

response = http.request(request)
puts response.read_body
                              
                            

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.

unlimited sessions

Code maintenance

Datasets are maintained based on website structure changes.

Simplified integrations

Benefit from integrations with Snowflake and AWS.

support

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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Brand analysis

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.
Buy now
Sentiment analysis

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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Market research

Sentiment Analysis Dataset FAQs

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.

Yes, you can get updates to your sentiment analysis dataset on a daily, weekly, monthly, or custom basis.

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.

Dataset formats are JSON, NDJSON, JSON Lines, CSV, or Parquet. Optionally, files can be compressed to .gz.

If you don’t want to purchase a dataset, you can start scraping sentiment analysis data using our Web Scraper API.

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.

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.

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.

Get your sentiment analysis dataset today.