Sentiment Data: Best Sentiment Datasets & Databases

What is Sentiment Data?

Sentiment data comes from sentiment analysis. Web scraping and ML tools collect data points from across the web on a daily basis. It's by organizations to gauge current consumer sentiment towards a brand or event. An API or database is used to deliver sentiment data.Learn more

Recommended Sentiment Data Products

50+ Results
Start icon5.0(2)

Europe Point-of-Interest Data | POI, Geospatial, Sentiment (Reviews), Footfall, Business Listings & Store Location | 200 Million+ POIs Mapped

Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs ... We provide the most accurate, comprehensive and up-to-date POI/Location data, enriched with business
Available for 249 countries
320 Billion Pieces of Online Content Analyzed Each Day
5 years of historical data
Starts at
$20 / purchase
Free sample preview
Free sample available

Brain Sentiment Indicator / Stock Sentiment using NLP on financial news / 10000+ Global Stocks

Factsheet https://braincompany.co/assets/files/bsi_summary.pdf Data dictionary https://braincompany.co ... The Brain Sentiment Indicator monitors public financial news for more than 10000 global stocks from about
Available for 240 countries
10K stocks covered
5 years of historical data
Available Pricing:
Monthly License
Yearly License
Free sample preview
Free sample available
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Bright Data | E-commerce Data - Global Coverage - Trending Products, Consumer Sentiment, Inventory-level Product Data

Consumer sentiment data (social media discourse, online comments/discussions, discretionary income spending ... Bright Data has developed a unique eCommerce data collector that allows you to maximize results through
Available for 245 countries
97% Success rate in real-time
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample preview
Start icon4.8(1)

E-commerce Reviews dataset - analyse customer sentiment & competitors

by TagX
With expertise in data management, data warehousing, data integration, and data annotation, TagX can ... TagX’s data solutions can help businesses analyse this data and turn it into meaningful insights that
Available for 72 countries
100M reviews
3 years of historical data
100% match rate
Pricing available upon request
10% Datarade discount
Free sample available

ZENPULSAR's PUMP Social Media Pulse - Commodities (Sentiment data from Twitter, Reddit, Telegram, Seeking Alpha. Over 0.5b datapoints. Worldwide)

The data provided can be split into 4 categories: Data describing sentiment of social media posts ... Number of social media posts with bullish/bearish sentiment towards a target asset per period b.
Available for 249 countries
500M data points
5 years of historical data
99% Data consistency
Available Pricing:
One-off purchase
Monthly License
Yearly License
Free sample preview
Free sample available

ECommerce Product Review, Ratings Data, Consumer Sentiment & Product Dataset Globally

flask like prototype (Automatic trained model) Finding Differences and Similarities from reviews (Sentiment ... -Quality Data Acquisition - Assess and analyze unstructured data sets into interactive data discovery
Available for 215 countries
5K records
10 years of historical data
98% match rate
Pricing available upon request
Free sample preview

Sentiment Analysis of Facebook/Twitter/Instagram posts, News, Product Reviews - Custom and On-demand Sentiment Analysis| Grepsr

by Grepsr
Usecase/Applications possible with the data: Customer feedback analysis: Analyzing customer feedback ... For e-commerce (amazon/Bestbuy/home depot and much more) following data fields can be included: Title
Available for 241 countries
Available Pricing:
One-off purchase
Monthly License
Yearly License
Usage-based
Free sample available

Speech recognition data: sentiment in 31 languages

Speech sentiment dataset containing recordings of positive, neutral, and negative sentences. ... Speech sentiment dataset containing recordings of positive, neutral, and negative sentences.
Available for 26 countries
Pricing available upon request
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ElliSense FOREX ENTERPRISE Data API - real-time market indices, global coverage, 2 years lookback

FOR MULTIPLE USERS Get market sentiment indices in REAL-TIME produced by the most advanced AI sentiment ... After gathering and analyzing data from over 400 top analysts and gathering about 25 million monthly
Available for 249 countries
1 years of historical data
97% Classification Accuracy
Starts at
$8,000$7,200 / month
Free sample preview
10% Datarade discount
Free sample available
10% revenue share

Overtone global News Impact + Sentiment Correlation to Stock Price data set, real-time sourced

Benefits: Data matches news article impact + sentiment with stock price. ... Sentiment shown on a -1 to +1 scale.
Available for 114 countries
1M Records
8 years of historical data
90% Accuracy rate

More Sentiment Data Products

Discover related sentiment data products.
182 countries covered
4 years of historical data
Footfall, Economic and Real Estate potential of any location worldwide - combined in a single index with historical series.
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
5 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
60 commodities
115 countries covered
3 years of historical data
Brain Sentiment Indicator [version Currencies, Cryptocurrencies and Commodities] monitors public financial news for 8 currencies, more than 10 cryptocurrenci...
97% Classification Accuracy
249 countries covered
FOR MULTIPLE USERS Get market sentiment indices in REAL-TIME produced by the most advanced AI sentiment analysis technology. Bullish/bearish indices on sh...
6K stocks covered
USA covered
13 years of historical data
The Brain Language Metrics (BLMCF) on Company Filings dataset monitors several language metrics on 10-Ks and 10-Qs company reports 6000 + US stocks.
97% Success rate in real-time
245 countries covered
Bright Data’s eCommerce data collector is designed to help your business drive sales and gain advantages. This tool enables you to crawl marketplaces, compet...
97% Success rate in real-time
245 countries covered
Bright Data’s eCommerce data collector is designed to help your business drive sales and gain advantages. This tool enables you to crawl marketplaces, compet...
USA covered
Power your options trading, research, education, and sentiment with easy-to-understand packages designed to fit your business needs.
182 countries covered
4 years of historical data
Footfall, Economic and Real Estate potential of any location worldwide - combined in a single index with historical series.
60K Companies
249 countries covered
3 years of historical data
Environmental, Social & Governance events mapped to companies globally. Sentiment analysis gives a range of positive and negative (with a score in between) t...
60 commodities
115 countries covered
3 years of historical data
Brain Sentiment Indicator [version Currencies, Cryptocurrencies and Commodities] monitors public financial news for 8 currencies, more than 10 cryptocurrenci...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
5 years of historical data
Our unparalleled combination of points-of-interest (POI) data enriched with Sentiment and Footfall KPIs will empower you to take action with confidence and a...
241 countries covered
Measuring trends of various topics and products can help identify their sentiments, whether positive, negative, or neutral. This type of analysis can provide...
100M reviews
100% match rate
72 countries covered
The e-commerce reviews dataset is a collection of customer reviews and ratings from popular online marketplaces such as Amazon, Taobao, Tmall, Suning, JD, an...
500M datapoints
99% data consistency
249 countries covered
ZENPULSAR’s PUMP tracks mentions of assets in social media and evaluates popularity. This data set provides information about trending assets in Twitter, Red...
500M data points
99% Data consistency
249 countries covered
ZENPULSAR’s PUMP Social Media Pulse for Commodities tracks and quantifies the impact of social media on assets. This unique data set generates ALPHA providin...
97% Classification Accuracy
249 countries covered
FOR MULTIPLE USERS Get market sentiment indices in REAL-TIME produced by the most advanced AI sentiment analysis technology. Bullish/bearish indices on sh...
97% Classification Accuracy
249 countries covered
FOR 1 USER ONLY Get market sentiment indices in REAL-TIME produced by the most advanced AI sentiment analysis technology. Bullish/bearish indices on short...
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Helios
Based in USA
Helios
Helios is the first and only company to conceive and devise a widely available data platform that delivers systematic analytics of an executive’s voice on ea...
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ZENPULSAR
Based in United Kingdom
ZENPULSAR
Social media data is a goldmine of information for investors, businesses, and government organizations. ZENPULSAR’s cutting edge Data Centric AI can finally ...
Over 0,5B
Datapoints
99%
Data consistency
Worldwide
Social media coverage
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Clootrack
Based in India
Clootrack
Clootrack helps you understand the actionable qualitative customer priorities, real time. Clootrack helps brands to understand "why" customer experience drop...
150+
Enterprise Customers
10Billion+
Conversations Analyzed
1 Million+
Data Insights Extracted
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Cyabra
Based in Israel
Cyabra
Cyabra measures the effect of online conversations to uncover authenticity and measure impact. Cyabra's analytic capabilities empower brands, financial servi...
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Knowsis
Based in United Kingdom
Knowsis
Knowsis is a web intelligence company using cutting edge natural language processing and data science to extract value from non-traditional online sources in...
Real-time
Feedback and Alerts
+10k
Assets
100%
Flexible
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RIWI
Based in Canada
RIWI
RIWI is a global technology company that provides access to fast-changing consumer and citizen sentiment in any country in the world, including China. Our pl...
229
Countries and Territories
80
Languages
1.6
Billion Respondents +

The Ultimate Guide to Sentiment Data 2023

Learn about sentiment data analytics, sources, and collection.

What is Sentiment Data?

Sentiment data is a series of data points that come together to assess the general attitude of web users and potential customers towards a specific topic or brand. It’s used to create the most ideal audience to market to. As a company or business who is looking to market their goods or services in the optimum way, this data about public opinion and customer experiences whether positive, negative or neutral is important.

How is Sentiment Data collected?

The collection of information is important and when it comes to collecting it, this comes from web scraping tools which gather information from surveys, online APIs, databases and more. Every time a person goes online and works with a company, or leaves a review of the company, this information is then collected, added to the database and used.

What are the attributes of Sentiment Data?

The data that is collected is mostly feelings on working with companies, buying experiences, reviews, brand reputation, the web user’s name, age, demographics, and more. This information comes together to provide more insight on how people purchase and make decisions while online.

What is Sentiment Data used for?

Those companies and businesses who want to provide a better experience or increase and improve brand awareness. This data can be used to improve the customer experience delivered by the business you are running, so as to ensure that you’re maintaining a loyal customer base. Looking into consumers’ behaviors enables advertisers and marketers create ads and communication in line with online sentiment so that audiences respond to this outreach in the desired way.

How can a user assess the quality of Sentiment Data?

The quality of the data gathered can be checked based on whether the information given is through an actual person (user-supplied information) or if the information is from a bot or web scraping tool. User-supplied data is accurate because it reflects the sentiment of the user first-hand, although it’s rarely representative of a large audience. Web scraping tools, on the other hand, gather large volumes of sentiment data with broad geographical coverage. However, they’re only reliable if a sentiment data provider uses the correct algorithm to programm the bot. Checking whether a sentiment data proivder collects information from verified purchases and customers is one of the easiest ways to find out if the data collected is accurate.

Where can I buy Sentiment Data?

Data providers and vendors listed on Datarade sell Sentiment Data products and samples. Popular Sentiment Data products and datasets available on our platform are Europe Point-of-Interest Data | POI, Geospatial, Sentiment (Reviews), Footfall, Business Listings & Store Location | 200 Million+ POIs Mapped by The Data Appeal Company, Brain Sentiment Indicator / Stock Sentiment using NLP on financial news / 10000+ Global Stocks by Brain Company, and Bright Data | E-commerce Data - Global Coverage - Trending Products, Consumer Sentiment, Inventory-level Product Data by Bright Data.

How can I get Sentiment Data?

You can get Sentiment Data via a range of delivery methods - the right one for you depends on your use case. For example, historical Sentiment Data is usually available to download in bulk and delivered using an S3 bucket. On the other hand, if your use case is time-critical, you can buy real-time Sentiment Data APIs, feeds and streams to download the most up-to-date intelligence.

What are similar data types to Sentiment Data?

Sentiment Data is similar to Semantic Website Data, News Data, IP Address Data, Web Scraping Data, and Web Traffic Data. These data categories are commonly used for Sentiment Analysis and Web Traffic Analytics.

What are the most common use cases for Sentiment Data?

The top use cases for Sentiment Data are Sentiment Analysis and Web Traffic Analytics.