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Top 13 Sentiment Analysis Software
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Top 13 Sentiment Analysis Software

Sentiment Analysis Software analyzes text conversations and evaluates the tone, intent, and emotion behind each message and it uncovers more context from your text conversations and helps you to analyze the feedback.

Top Sentiment Analysis Software: Google Cloud Natural Language API, Lexalytics Salience, MeaningCloud, VisualText, Microsoft Azure Text Analytics API, IBM Watson Natural Language Understanding, Twinword, Rosette Text Analytics, NetOwl, Angoos KnowledgeREADER, Averbis, PrediCX, SAS Sentiment Analysis are some of the Top Sentiment Analysis Software.

Sentiment Analysis Software is a combination of several complex algorithms which are used for analyzing and identifying whether some set of incoming data contains any trends that can be identified and rated according to their strength and accuracy.

Sentiment Analysis Software can help in labeling the signals of potential customers or clients. It can be used as a predictive method of generating sales leads for companies.Sentiment Analysis is done based on the data collection, interpretation and the classification of the collected data. The software analyze the market data and apply various strategies on the data to determine which product, where and how it can be sold.

At present there are a lot of Market Tools that are available and these are used by all the companies that need to look for a better way of doing business and evaluating the results of their actions in terms of the output. This has helped the business to realize the magnitude of their work and the importance of making their decisions wisely so that they can gain the maximum benefits.

Top Sentiment Analysis Software

Google Cloud Natural Language API, Lexalytics Salience, MeaningCloud, VisualText, Microsoft Azure Text Analytics API, IBM Watson Natural Language Understanding, Twinword, Rosette Text Analytics, NetOwl, Angoos KnowledgeREADER, Averbis, PrediCX, SAS Sentiment Analysis are some of the Top Sentiment Analysis Software.
Sentiment Analysis Software
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1

Google Cloud Natural Language API

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Google Cloud Natural Language API

Google Cloud Natural Language API reveals the structure and meaning of text by offering powerful machine learning models in an easy to use REST API. You can use it to extract information about people, places, events and much more, mentioned in text documents, news articles or blog posts. You can use it to understand sentiment about your product on social media or parse intent from customer conversations happening in a call center or a messaging app. You can analyze text uploaded in your request or integrate with your document storage on Google Cloud Storage. Extract actionable insights on product reception…

Overview
Features

• Syntax Analysis
• Entity Analysis
• Sentiment Analysis
• Entity Sentiment Analysis
• Multi-Language
• Integrated REST API

Price

• 0 - 5K units/month - Free
• Pricing based on feature for 5K+ - 1M onwards

What is best?

• Syntax Analysis
• Entity Analysis
• Sentiment Analysis

What are the benefits?

• Insights from your customers
• Multimedia, Multi-lingual Support
• Content Classification

Bottom Line

Extract actionable insights on product reception or user experience from customer conversations in email, chat or social media by using entity detection and sentiment analysis.

8.0
Editor Rating
7.3
Aggregated User Rating
35 ratings
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Google Cloud Natural Language API

2

Lexalytics Salience

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Lexalytics Salience

Lexalytics is a leader in text analytics software solutions, providing entity extraction, sentiment analysis, document summarization and thematic extraction for today's businesses. Lexalytics builds a multi lingual text analytics engine, Salience. Salience is currently integrated into systems for market research, social media monitoring and sentiment analysis, survey analysis/voice of customer, enterprise search, public policy. Salience supports a number of text processing, natural language processing, and text analytics technologies such as Sentiment Analysis, Named Entity Extraction, Theme (Context) Extraction, Entity-Level Sentiment Analysis, Summarization and Facet and Attribute Extraction. Lexalytics technology is one of the most tunable NLP engines in the market.…

Overview
Features

• Cloud API : Lexalytics' Text and Sentiment Analysis, in the cloud
• On-premise natural language processing engine
• In Microsoft Excel: Text and sentiment analysis for surveys, social media, and reviews

Price

• Semantria API
• Starter - $1500/mo
• Growth - $2500/mo
• Advanced - $3500/mo

What is best?

• Cloud API : Lexalytics' Text and Sentiment Analysis, in the cloud
• On-premise natural language processing engine
• In Microsoft Excel: Text and sentiment analysis for surveys, social media, and reviews

What are the benefits?

• Up to 10% increase in sentiment accuracy
• Precise and relevant topic detection
• Industry-specific entity extraction

Bottom Line

Lexalytics builds a multi lingual text analytics engine, Salience. Salience is currently integrated into systems for market research, social media monitoring and sentiment analysis, survey analysis/voice of customer, enterprise search, public policy.

8.5
Editor Rating
8.6
Aggregated User Rating
9 ratings
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Lexalytics Salience

3

MeaningCloud

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MeaningCloud is the easiest, powerful and affordable way to extract the meaning of all kind of unstructured content such as social conversation, articles, documents, etc. MeaningCloud extracts insights (valuable information) from multilingual, multimedia contents. MeaningCloud provides text analytics functionality for Text Classification - Entities and Topics Extraction - Sentiment, Opinion and Reputation Analysis - Clustering - User profiling - Voice of the Customer/Employee/Patient Analytics (User Experience in general). It provides graphic interfaces to allow the user to customize easily the system using his/her own dictionaries and models.Use it from the add-in for Excel, integrate it without coding through our plug-ins…

Overview
Features

• Sentiment analysis
• Topics Extraction
• Customization tools
• Text classification
• Corporate reputation
• Text classification
• Language identification
• PoS and Parsing
• Summarization

Price

• Free - $0 per month
• Start-up - $99 per month
• Professional - $399 per month
• Business - $999 per month
• Enterprise - Custom

What is best?

• Sentiment analysis
• Topics Extraction
• Customization tools

What are the benefits?

• Powerful
• Customizable
• Easy to use and integrate

Bottom Line

MeaningCloud extracts insights (valuable information) from multilingual, multimedia contents. MeaningCloud provides text analytics functionality for Text Classification - Entities and Topics Extraction - Sentiment, Opinion and Reputation Analysis - Clustering - User profiling - Voice of the Customer/Employee/Patient Analytics (User Experience in general).

7.8
Editor Rating
9.2
Aggregated User Rating
8 ratings
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MeaningCloud

4

VisualText

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VisualText is the premier integrated development environment for building information extraction systems, natural language processing systems, and text analyzers. VisualText IDE (Integrated Development Environment) can be used to automatically populate databases with the critical content now buried in textual documents. VisualText has been used to build a number of applications, including accurate analyzers for extracting information from resumes, systems that categorize web pages, an analyzer that monitors a financial transaction chat, email analyzers, selective web spiders, and more. VisualText is a unique integrated development environment (IDE) for developing text analyzers. It tightly integrates our revolutionary NLP++ programming language for rapid…

Overview
Features

• Integrated development environment (IDE)
• Rich, integrated GUI tool set and data views
• NLP++ Programming Language
• Hierarchical Knowledge Base Management System
• Automatic Rule Generation (RUG)
• NLP++ integrates code, rules, parse trees, and KB
• Interpreted NLP++ execution
• Compilation of analyzer and KB
• Excellent GUI support for debugging analyzers

Price

Contact for Pricing

What is best?

• Integrated development environment (IDE)
• Rich, integrated GUI tool set and data views
• NLP++ Programming Language

What are the benefits?

• Reduces resources needed to build text analyzers
• Accelerates development of deep, accurate analyzers
• Easy to access/modify knowledge

Bottom Line

VisualText is a unique integrated development environment (IDE) for developing text analyzers. It tightly integrates our revolutionary NLP++® programming language for rapid analyzer building, Conceptual Grammar knowledge base management system for representing linguistic, conceptual, and domain knowledge, a rule generation system that learns from samples, and a runtime analyzer engine.

7.7
Editor Rating
8.4
Aggregated User Rating
14 ratings
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VisualText

5

Microsoft Azure Text Analytics API

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Microsoft Azure Cognitive Service Text Analytics API detect sentiment, key phrases, topics, and language from your text. For Sentiment Analysis, the API returns a numeric score between 0 and 1. Scores close to 1 indicate positive sentiment and scores close to 0 indicate negative sentiment. Sentiment score is generated using classification techniques. The input features of the classifier include n-grams, features generated from part-of-speech tags, and word embeddings. English, French, Spanish and Portuguese text are supported. For Key phrase extraction the API returns a list of strings denoting the key talking points in the input text. English, German, Spanish, and…

Overview
Features

• Sentiment analysis
• Key phrase extraction
• Language detection

Price

• Free
• Standard S1 - $150.04
• Standard S2 - $500.03
• Standard S3 - $1,250.23
• Standard S4 - $2,500.15

What is best?

• Sentiment analysis
• Key phrase extraction
• Language detection

What are the benefits?

• Built with best-in-class Microsoft machine learning algorithms
• Used to analyze unstructured text for tasks
• No training data is needed to use this API

Bottom Line

For Sentiment Analysis, the API returns a numeric score between 0 and 1. Scores close to 1 indicate positive sentiment and scores close to 0 indicate negative sentiment.

8.4
Editor Rating
8.1
Aggregated User Rating
8 ratings
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Microsoft Azure Text Analytics API

6

IBM Watson Natural Language Understanding

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IBM Watson Natural Language Understanding analyze text to extract meta-data from content such as concepts, entities, keywords, categories, relations and semantic roles. IBM Watson Natural Language Understanding returns both overall sentiment and emotion for a document, and targeted sentiment and emotion towards keywords in the text for deeper analysis. NLU understands text in nine languages, and through customization with Watson Knowledge Studio. IBM Watson enable Cognitive Computing Features In Your App Using IBM Watson’s Language, Vision, Speech and Data APIs. AlchemyAPI provides cloud based and text analysis infrastructure that eliminates the expense and difficulty of integrating natural language processing systems…

Overview
Features

• Insights from structured and unstructured data
• Sentiment and emotion
• Grasp multiple languages

Price

• 1 -250,000 items per month -$0.003 per item
• 250,001 -5,000,000 items per month -$0.001 per item
• 5,000,000 + items per month -$0.0002 per item
• Custom model price per month -$800 per model

What is best?

• Insights from structured and unstructured data
• Sentiment and emotion
• Grasp multiple languages

What are the benefits?

• Understands text in nine languages
• Analyzes text to extract meta-data from content
• Returns both overall sentiment and emotion

Bottom Line

IBM Watson Natural Language Understanding returns both overall sentiment and emotion for a document, and targeted sentiment and emotion towards keywords in the text for deeper analysis. NLU understands text in nine languages, and through customization with Watson Knowledge Studio.

8.3
Editor Rating
8.3
Aggregated User Rating
9 ratings
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IBM Watson Natural Language Understanding

7

Twinword

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Twinword provides text analysis APIs that can understand and associate words in the same way as humans do. The APIs are currently being used by search engines, online e-Commerce sites, and many other developers creating software that analysis and categorize text. Twinword's products are based on its patented technology of gathering a sizable database that understands, organizes and extracts true knowledge from websites and information repositories in a way that mimics natural human thought.

Overview
Features

• User Intent Filter
• Relevance Score
• Import Feature
• Trending and LSI Graph

Price

Contact for Pricing

What is best?

• User Intent Filter
• Relevance Score
• Import Feature

What are the benefits?

• Quickly Filter Keywords
• AI-Powered Tools
• Simple User Interface

Bottom Line

Twinword's products are based on its patented technology of gathering a sizable database that understands, organizes and extracts true knowledge from websites and information repositories in a way that mimics natural human thought.

8.1
Editor Rating
7.1
Aggregated User Rating
7 ratings
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Twinword

8

Rosette Text Analytics

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Rosette brings the power of AI to text analysis components within search, business intelligence, e-discovery, social media, financial compliance, and enterprises. Rosette text analytics uses linguistic analysis, statistical modeling, and machine learning to accurately process unstructured text and names, revealing valuable information and actionable data. Basis Technology provides software solutions for text analytics, information retrieval, digital forensics, and identity resolution in over forty languages. The Rosette linguistics platform is a widely used suite of interoperable components that power search, business intelligence, e discovery, social media monitoring, financial compliance, and other enterprise applications. Basis Technology is at the forefront of applied…

Overview
Features

• Sentiment Analysis
• Relationship Extraction
• Name Matching
• Name Translation
• Categorization
• Language identification

Price

• Free- $0/month
• Starter - $99/month
• Small - $250/month
• Medium - $500/month
• Large - $1000/month
• Custom- Contact us

What is best?

• Sentiment Analysis
• Relationship Extraction
• Name Matching

What are the benefits?

• Exploit valuable information from open source intelligence
• Analyze research for patent law, discovery and compliance
• Provides entity-level analysis for 18 entity types out of the box

Bottom Line

The Rosette linguistics platform is a widely used suite of interoperable components that power search, business intelligence, e‑discovery, social media monitoring, financial compliance, and other enterprise applications. Our company is at the forefront of applied natural language processing using a combination of statistical modeling, expert rules, and corpus-derived data.

7.7
Editor Rating
7.4
Aggregated User Rating
7 ratings
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Rosette Text Analytics

9

NetOwl

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NetOwl offers a suite of best-of-breed text and entity analytics products. NetOwl analyzes Big Data in the form of text data – news, email, web, social media, and any other text document that organizations would like to exploit – as well as structured entity data about people, organizations, places, and things. NetOwl has a long history of empowering our most demanding customers who have mission-critical requirements to analyze an extremely large volume of data in a variety of forms and languages. NetOwl TextMiner is a text mining solution that enables users to find, organize, analyze, and mine a large volume…

Overview
Features

• Entity extraction
• Name matching
• Sentiment analysis
• Geotagging
• Link extraction
• Categorization
• Text analytics
• Identity resolution

Price

Contact for Pricing

What is best?

• Name matching
• Sentiment analysis
• Geotagging

What are the benefits?

• Sampling of entities
• Samples link such as affiliations
• Sample events such as transactions

Bottom Line

NetOwl TextMiner is a text mining solution that enables users to find, organize, analyze, and mine a large volume of unstructured information.

7.7
Editor Rating
8.8
Aggregated User Rating
4 ratings
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NetOwl

10

Angoos KnowledgeREADER

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Angoos KnowledgeREADER brings a new age of integrated customer intelligence by combining visual text discovery and sentiment analysis with the power of predictive analytics. Angoos enrich your text discovery process with robust text mining functionality that provides you with access to Natural Language Processing (NLP), sentiment analysis, text discovery dashboard, association discovery maps, document exploration/sentiment markup, classification, and entity and theme extraction. Native language packs greatly enhance the accuracy of sentiment analysis and catch many nuances that are usually lost in translation. KnowledgeREADER offers multi-language support for English, French, Spanish, Portuguese, German, Chinese (Mandarin), Korean, Italian, Dutch, Japanese, Malay and…

Overview
Features

•Visual Text Discovery Dashboard
•Sentiment Analysis and Sentiment Categorization
•Extraction of Topics, Themes, Entities, and Sentiment-bearing phrases
•Comparison Analysis
•Trend Analysis
•Syntax Matrix technology
•Association Discovery
•Document Summarization and Sentiment Markup
•Automated creation of a dataset for predictive modeling
•Association analysis based on text analysis results

Price

Contact for Pricing

What is best?

•Visual Text Discovery Dashboard
•Sentiment Analysis and Sentiment Categorization
•Extraction of Topics, Themes, Entities, and Sentiment-bearing phrases

What are the benefits?

• Deploy anyway and anywhere
• Streamline your analytics tools with fully-integrated and scalable Big Data application
• Efficiently harness the power of big data

Bottom Line

Angoos enrich your text discovery process with robust text mining functionality that provides you with access to Natural Language Processing (NLP), sentiment analysis, text discovery dashboard, association discovery maps, document exploration/sentiment markup, classification, and entity and theme extraction.

7.7
Editor Rating
8.3
Aggregated User Rating
3 ratings
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Angoos KnowledgeREADER

11

Averbis

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Averbis is a specialist for text analysis solutions and present everywhere companies require effective searching of data, its contextual structuring and specific evaluation. The core strength is the analysis of unstructured and structured data, e.g. social media data, news, web resources, reports, patents, company-internal data, emails and research literature. The Averbis software enables the tapping into and evaluation of these knowledge sources and the automation of information processes. By integrating in existing business processes, the solutions contribute to lowering costs, boosting productivity, founded decision-making and better prognoses. Information Discovery is a next-generation text analytics and data exploration platform that allows…

Overview
Features

• Text Mining
• Machine Learning
• Semantic Search
• Terminology Management

What is best?

• Text Mining
• Machine Learning
• Semantic Search

What are the benefits?

• Conceptual Design & Realization
• Analysis & Evaluation
• Creation of Individual Terminologies

Bottom Line

The Averbis software enables the tapping into and evaluation of these knowledge sources and the automation of information processes. By integrating in existing business processes, the solutions contribute to lowering costs, boosting productivity, founded decision-making and better prognoses.

7.7
Editor Rating
9.0
Aggregated User Rating
4 ratings
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Averbis

12

PrediCX

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PrediCX

Warwick Analytics offers PrediCX that utilizes powerful artificial intelligence to automatically convert text data all in near real-time. PrediCX has the ability to deal with customer’s voice data and employing machine learning. It is also ideal for automating the contact center and providing insights for the contact center. With PrediCX, enterprises can perform automatic classification of the voice data of the customer with little user input and high level of accuracy. Enterprises can also boost their profits by having a clear picture of topics that boost the clients’ loyalty. The contact centers allow saving money and improving the satisfaction of…

Overview
Features

• Train chatbots effectively and minimize the human input required
• Deliver elite performance even when the data changes over time
• Simple and frictionless integration into the existing platforms
• Offers machine learning for unstructured text
• Optimized learning which also offers high quality performance

Price

• Essential – Free
• Pro - $900/month
• Premium - $4,950/month
• Enterprise – POA /month

Website
What is best?

•Rest API allows simple and frictionless integration into your existing platforms
•Invites ‘human-in-the-loop’ input only when required
•Dashboards, reports, early warnings

What are the benefits?

• Automatically classify voice of customer data to a high degree of accuracy with minimal user input
• Improve profits by understanding the rational and emotional topics that drive customer loyalty
• Save money and improve customer satisfaction with contact center insight and automation

Bottom Line

Warwick Analytics offers PrediCX which is a powerful machine learning platform for voice and text of customer data and is ideal for contact center automation and insight.

7.5
Editor Rating
8.4
Aggregated User Rating
4 ratings
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PrediCX

13

SAS Sentiment Analysis

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SAS Sentiment Analysis automatically extracts sentiments in real time or over a period of time with a unique combination of statistical modeling and rule-based natural language processing techniques. Built-in reports show patterns and detailed reactions.By actively monitoring internal collections and combining that with information from social networking sites, you can see where you're being discussed and what's being said. Feedback is automatically extracted as the content is crawled. Important concepts are filtered so you can pursue the most promising opportunities. The software searches for and evaluates internal and external content about your organization and competitors, identifying positive, negative, neutral and…

Bottom Line

By actively monitoring internal collections and combining that with information from social networking sites, you can see where you're being discussed and what's being said. Feedback is automatically extracted as the content is crawled. Important concepts are filtered so you can pursue the most promising opportunities.

7.7
Editor Rating
6.7
Aggregated User Rating
4 ratings
You have rated this

SAS Sentiment Analysis

What are Sentiment Analysis Software?

Sentiment Analysis Software analyzes text conversations and evaluates the tone, intent, and emotion behind each message and it uncovers more context from your text conversations and helps you to analyze the feedback.

What are the Top Sentiment Analysis Software?

Google Cloud Natural Language API, Lexalytics Salience, MeaningCloud, VisualText, Microsoft Azure Text Analytics API, IBM Watson Natural Language Understanding, Twinword, Rosette Text Analytics, NetOwl, Angoos KnowledgeREADER, Averbis, PrediCX, SAS Sentiment Analysis are some of the Top Sentiment Analysis Software.

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