Amazon Comprehend Features
What are the features of Amazon Comprehend?
Algorithm
- Part of Speech Tagging
- Summarization
- Named Entity Recognition
- Language Detection
System
- Data Ingestion & Wrangling
- Programming Language Support
- Pre-Built Algorithms
Setup
- Integration
- Maintenance
Data
- Security
- Data Visualization
Analysis
- Automation
- Topic Analysis
- Language Identification
Customization
- Pre-Built Parameterization
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Amazon Comprehend Categories on G2
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Algorithm
Part of Speech Tagging | Gives user ability to parse text by parts of speech 26 reviewers of Amazon Comprehend have provided feedback on this feature. | 87% (Based on 26 reviews) | |
Summarization | Provides user with a summary of inputted text This feature was mentioned in 25 Amazon Comprehend reviews. | 86% (Based on 25 reviews) | |
Named Entity Recognition | Gives user ability to parse text by named entities 26 reviewers of Amazon Comprehend have provided feedback on this feature. | 84% (Based on 26 reviews) | |
Sentiment Analysis | As reported in 23 Amazon Comprehend reviews. Outputs the sentiment (positive or negative) of a given text | 85% (Based on 23 reviews) | |
Emotion Detection | Provides user with emotion (e.g. sad, happy, etc.) of text 24 reviewers of Amazon Comprehend have provided feedback on this feature. | 82% (Based on 24 reviews) | |
Language Detection | Detects language of a given text 27 reviewers of Amazon Comprehend have provided feedback on this feature. | 83% (Based on 27 reviews) |
System
Data Ingestion & Wrangling | Gives user ability to import a variety of data sources for immediate use 26 reviewers of Amazon Comprehend have provided feedback on this feature. | 85% (Based on 26 reviews) | |
Programming Language Support | As reported in 28 Amazon Comprehend reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 81% (Based on 28 reviews) | |
Drag and Drop | Offers the ability for developers to drag and drop pieces of code or algorithms when building language models This feature was mentioned in 24 Amazon Comprehend reviews. | 81% (Based on 24 reviews) | |
Pre-Built Algorithms | As reported in 25 Amazon Comprehend reviews. Provides users with pre-built algorithms for simpler model development | 82% (Based on 25 reviews) | |
Customizable Models | Allows user to build custom language models This feature was mentioned in 23 Amazon Comprehend reviews. | 77% (Based on 23 reviews) |
Setup
Integration | Provides the ability to import data from a variety of sources and in multiple data formats. This feature was mentioned in 26 Amazon Comprehend reviews. | 87% (Based on 26 reviews) | |
Maintenance | As reported in 26 Amazon Comprehend reviews. Consistently maintains, updates, and tests data sources to ensure quality. | 86% (Based on 26 reviews) | |
No-Code | Allows users to analyze data easily without the need to code. This feature was mentioned in 23 Amazon Comprehend reviews. | 76% (Based on 23 reviews) |
Data
Security | Ensures privacy and security of customer data. This feature was mentioned in 24 Amazon Comprehend reviews. | 85% (Based on 24 reviews) | |
Data Visualization | As reported in 25 Amazon Comprehend reviews. Visualizes text data through charts and graphs. | 81% (Based on 25 reviews) |
Analysis
Automation | Automates back-end technical manual processes. 26 reviewers of Amazon Comprehend have provided feedback on this feature. | 80% (Based on 26 reviews) | |
Named entity recognition | Identifies entities such as organization, person name, location, etc 24 reviewers of Amazon Comprehend have provided feedback on this feature. | 83% (Based on 24 reviews) | |
Keyphrase Extraction | As reported in 24 Amazon Comprehend reviews. Extracts keyphrases to determine patterns and themes within text. | 88% (Based on 24 reviews) | |
Topic Analysis | Based on 24 Amazon Comprehend reviews. Automatically identifies and organizes text based on topic or subject matter. | 90% (Based on 24 reviews) | |
Sentiment Analysis | Based on 23 Amazon Comprehend reviews. Utilizes sentiment analysis to capture user feedback. | 87% (Based on 23 reviews) | |
Language Identification | Identifies the language in which text was written in. 24 reviewers of Amazon Comprehend have provided feedback on this feature. | 81% (Based on 24 reviews) | |
Syntax/Part of Speech Parsing | Based on 23 Amazon Comprehend reviews. Provides the ability to identify syntax and parts of speech. | 83% (Based on 23 reviews) |
Customization
Pre-Built Parameterization | Based on 25 Amazon Comprehend reviews. Allow capabilities to be customized (key-phrase, topics, sentiment, named entity) by adding keywords or exceptions. | 82% (Based on 25 reviews) | |
Custom Extension | Allow user to add custom functions to Analysis capabilities 22 reviewers of Amazon Comprehend have provided feedback on this feature. | 79% (Based on 22 reviews) | |
Compositionality | Based on 21 Amazon Comprehend reviews. User created models can be used as features/pre-built in other models | 85% (Based on 21 reviews) |
