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Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy product image in hero

Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy

WiserBrand.com
5.0(2)Badge iconVerified Data Provider
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complaint_title
complaint_text
wanted_solution
review_recommendation
device_type
activated_date
long_name
name State
name
firm_name
HEM
registerDate
lastvisitDate
cat_name
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Volume
5M
reviews
Avail. Formats
.json, .csv, and .xls
File
Coverage
63
Countries

Data Dictionary

[Sample] Data sample for Datarade.xlsx - Reviews for Datarade (1).csv
Attribute Type Example Mapping
complaint_title
String Hi, This is Lisa. My account has been frozen for two mont...
complaint_text
String Hi, This is Lisa.<br >My account has been frozen for two ...
wanted_solution
review_recommendation
String I wish they would be more careful and put as little money...
device_type
String phoneIos
activated_date
DateTime 2024-01-15T23:51:15+00:00
long_name
String United States
name State
String NEW YORK
name
String QUEENS
firm_name
String Bedpage
HEM
String 59b53608ca7c80224ac7de1eb5535ccc
registerDate
DateTime 2023-11-17T17:03:49+00:00
lastvisitDate
DateTime 2024-03-09T12:09:30+00:00
cat_name
String Advertising

Description

This review dataset delivers emotion-tagged feedback ideal for sentiment modeling and customer insight.
"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 say. Built for sentiment-aware product development, CX strategy, and emotional behavior modeling, it offers deep insight into real consumer experience. Features include: -Labeled review sentiment (positive, neutral, negative) -Retail product and service context (e.g., delivery, pricing, quality) -Touchpoint mapping (pre-purchase, usage, return, support) -Optional region, channel, and timestamp data The list may vary based on the industry and can be customized as per your request. This dataset enables: -Training empathetic AI agents and emotion-detecting LLMs -Mapping customer sentiment across retail segments or journey stages -dentifying emotional drivers behind repeat purchases and churn -Benchmarking brand sentiment versus competitors -Segmenting user feedback for trend and CX impact analysis Available in clean, structured formats and optimized for large-scale NLP, this dataset is indispensable for data science, product, and CX teams focused on emotional intelligence and experience-driven growth."

Country Coverage

Europe (50)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (13)
Belize
Bermuda
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
Saint Pierre and Miquelon
United States of America

Volume

140,000 companies
5 million reviews

Pricing

5% discount if you buy via Datarade
License Starts at
One-off purchase
$1,000$950 / purchase
Monthly License Available
Yearly License Available
Usage-based
$0.10$0.10 / row

Suitable Company Sizes

Small Business
Medium-sized Business
Enterprise

Delivery

Methods
S3 Bucket
Email
REST API
Frequency
daily
weekly
monthly
quarterly
yearly
real-time
on-demand
Format
.json
.csv
.xls
.txt

Use Cases

Collecting Real-World Insights
Sentiment Analysis Know Your Customer (KYC)
Marketing Strategy
LLM Training

Categories

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Frequently asked questions

What is Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy?

This review dataset delivers emotion-tagged feedback ideal for sentiment modeling and customer insight.

What is Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy used for?

This product has 5 key use cases. WiserBrand.com recommends using the data for Collecting Real-World Insights, Sentiment Analysis, Know Your Customer (KYC), Marketing Strategy, and LLM Training. Global businesses and organizations buy Consumer Review Data from WiserBrand.com to fuel their analytics and enrichment.

Who can use Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy?

This product is best suited if you’re a Small Business, Medium-sized Business, or Enterprise looking for Consumer Review Data. Get in touch with WiserBrand.com to see what their data can do for your business and find out which integrations they provide.

Which countries does Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy cover?

This product includes data covering 63 countries like USA, Germany, UK, France, and Italy. WiserBrand.com is headquartered in United States of America.

How much does Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy cost?

Pricing for Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy starts at USD0.10 per row. WiserBrand.com offers a 5% discount when you buy data from them through Datarade. Connect with WiserBrand.com to get a quote and arrange custom pricing models based on your data requirements.

How can I get Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy?

Businesses can buy Consumer Review Data from WiserBrand.com and get the data via S3 Bucket, Email, and REST API. Depending on your data requirements and subscription budget, WiserBrand.com can deliver this product in .json, .csv, .xls, and .txt format.

What is the data quality of Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy?

You can compare and assess the data quality of WiserBrand.com using Datarade’s data marketplace. WiserBrand.com has received 2 reviews from clients.

What are similar products to Review Dataset [Consumer Sentiment] – Annotated feedback to power emotion-aware models and CX strategy?

This product has 3 related products. These alternatives include Review Dataset [Cross-Industry] – Public consumer feedback for sentiment and experience mapping, Dataplex: Google Reviews & Ratings Dataset Track Consumer Sentiment & Location-Based Insights, and TagX Ecommerce Reviews data Customer sentiment Analysis Customer feedback data Ecommerce data. You can compare the best Consumer Review Data providers and products via Datarade’s data marketplace and get the right data for your use case.

Starts at
$0.10$0.10 / row
License Starts at
One-off purchase
$1,000$950 / purchase
Monthly License Available
Yearly License Available
Usage-based
$0.10$0.10 / row

WiserBrand.com

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