Best Sentiment Datasets, Databases & APIs

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
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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

InfoTrie's Global Web Sentiment Data - Quantitative Analytical Platform

Covering >70k companies for sentiment data since 2013 via like NLP, NER, ML techniques mapping attributes ... The data can be in two forms: Tick-by-Tick Sentiment Daily Aggregate InfoTrie gives you integrated
Available for 215 countries
5K records
9 years of historical data
97% match rate
Pricing available upon request
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Global ESG Material Events and Sentiment Data by ESG Analytics

Companies and tickers are matched to the data. ... Sentiment Analysis allows a range of -1 (negative) to +1 (positive) to determine impact.
Available for 249 countries
60K Companies
3 years of historical data
Pricing available upon request

Construction Equipment Manager Sentiment Data

Updated quarterly, indexed sentiment data from 50+ leading construction equipment leaders in the US.
Available for 1 countries
18 months of historical data
Pricing available upon request
Free sample preview
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Global 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
$49 / purchase
Free sample preview
Free sample available
Start icon5.0(2)

Locationscloud - Global Location, Business & Sentiment Data

Your growth will be aided by our unrivalled combination of geospatial data, internet sentiment, and market ... We give the most precise POI and location data in the world, along with business, financial, and sentiment
Available for 249 countries
Pricing available upon request

Brain Sentiment Indicator - Currencies, Cryptocurrencies and Commodities

The sentiment data for each piece of news is averaged on two time scales, considering the piece of news ... The data are exported daily and are available by 6.00 AM UTC on a dedicated S3 bucket..
Available for 115 countries
60 commodities
3 years of historical data
Pricing available upon request
Free sample preview
Free sample available

RIWI Global Consumer Sentiment Data in all 220 countries in the world

by RIWI
Understand consumer sentiment globally. ... delivery Rapid data collection and scaling More Secure No risk of data breach and ensures privacy compliance
Available for 240 countries
Pricing available upon request
Free sample available

More Sentiment Data Products

Discover related sentiment data products.
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 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...
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...
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...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 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...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 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...
5K records
98% match rate
215 countries covered
InfoTrie performs a process of gathering information from all possible web sources into meaningful and insightful power, it deserves. This structured data ca...
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...
249 countries covered
Gather data from Social Media - Facebook, Twitter & Instagram and monitor effectiveness of campaigns.
164 countries covered
Cyabra's AI lens analyzes online conversations to measure impact and authenticity. With disinformation and deepfake detection capabilities, Cyabra empowers b...
2K Securities
81% Sentiment Detection Precision
USA covered
Follow what's trending today, broken down by social platform and subreddit. Includes the sentiment and activity for the top 50 trending stocks.
1.2M Posts Per Month
81% Sentiment Detection Precision
USA covered
Track the sentiment of thousands of stocks on Twitter and Reddit. Get post URLs with sentiment attached.
480K block polygons
100% geo-coverage
Canada covered
Capture the overall breakdown of positive, neutral & negative vibe of any community at any point in time. Measurable at city, postal, neighborhood or block p...
305K records
94.3% Precision in sentiment
USA covered
This dataset captures customer experience of various brands across the traditional and neo bank categories. The data includes themes of discussion, consumer ...
5K records
97% match rate
215 countries covered
Leverage Data Intelligence & BI to process several thousands of sources custom to your needs. Covering >70k companies for sentiment data since 2013 via like...
1M Records
90% Accuracy rate
114 countries covered
Benefits: Data matches news article impact + sentiment with stock price. Format & attributes: CSV with UID + score + confidence. Coverage: Currently ~...
26 countries covered
Speech sentiment dataset containing recordings of positive, neutral, and negative sentences. Up to 15 minutes recorded per person. Speech is captured using m...
320 Billion Pieces of Online Content Analyzed Each Day
249 countries covered
4 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...
datarade.ai - Helios profile banner
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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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
datarade.ai - Cyabra profile banner
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
datarade.ai - RIWI profile banner
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 +
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SocialSentiment.io
Based in USA
SocialSentiment.io
Public opinion of your stocks can change any moment. Our AI analyzes social media to see if people are posting positive or negative things about the companie...

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.