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Google Cloud Natural Language API Features
What are the features of Google Cloud Natural Language API?
Algorithm
- Language Detection
System
- Programming Language Support
Setup
- Integration
- Maintenance
- No-Code
Data
- Security
- Data Visualization
Analysis
- Automation
- Named entity recognition
- Keyphrase Extraction
- Topic Analysis
- Sentiment Analysis
- Language Identification
Customization
- Pre-Built Parameterization
- Compositionality
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Google Cloud Natural Language API Categories on G2
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Algorithm
Part of Speech Tagging | As reported in 44 Google Cloud Natural Language API reviews. Gives user ability to parse text by parts of speech | 86% (Based on 44 reviews) | |
Summarization | Provides user with a summary of inputted text This feature was mentioned in 46 Google Cloud Natural Language API reviews. | 86% (Based on 46 reviews) | |
Named Entity Recognition | Gives user ability to parse text by named entities This feature was mentioned in 45 Google Cloud Natural Language API reviews. | 87% (Based on 45 reviews) | |
Sentiment Analysis | Outputs the sentiment (positive or negative) of a given text 46 reviewers of Google Cloud Natural Language API have provided feedback on this feature. | 90% (Based on 46 reviews) | |
Emotion Detection | As reported in 46 Google Cloud Natural Language API reviews. Provides user with emotion (e.g. sad, happy, etc.) of text | 82% (Based on 46 reviews) | |
Language Detection | As reported in 46 Google Cloud Natural Language API reviews. Detects language of a given text | 88% (Based on 46 reviews) |
System
Data Ingestion & Wrangling | Gives user ability to import a variety of data sources for immediate use This feature was mentioned in 45 Google Cloud Natural Language API reviews. | 85% (Based on 45 reviews) | |
Programming Language Support | Based on 47 Google Cloud Natural Language API reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 88% (Based on 47 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 44 Google Cloud Natural Language API reviews. | 80% (Based on 44 reviews) | |
Pre-Built Algorithms | Provides users with pre-built algorithms for simpler model development 45 reviewers of Google Cloud Natural Language API have provided feedback on this feature. | 85% (Based on 45 reviews) | |
Customizable Models | As reported in 43 Google Cloud Natural Language API reviews. Allows user to build custom language models | 77% (Based on 43 reviews) |
Setup
Integration | Provides the ability to import data from a variety of sources and in multiple data formats. 59 reviewers of Google Cloud Natural Language API have provided feedback on this feature. | 85% (Based on 59 reviews) | |
Maintenance | Consistently maintains, updates, and tests data sources to ensure quality. This feature was mentioned in 55 Google Cloud Natural Language API reviews. | 81% (Based on 55 reviews) | |
No-Code | Based on 55 Google Cloud Natural Language API reviews. Allows users to analyze data easily without the need to code. | 84% (Based on 55 reviews) |
Data
Security | Ensures privacy and security of customer data. This feature was mentioned in 55 Google Cloud Natural Language API reviews. | 88% (Based on 55 reviews) | |
Data Visualization | Visualizes text data through charts and graphs. This feature was mentioned in 54 Google Cloud Natural Language API reviews. | 85% (Based on 54 reviews) |
Analysis
Automation | As reported in 52 Google Cloud Natural Language API reviews. Automates back-end technical manual processes. | 89% (Based on 52 reviews) | |
Named entity recognition | Based on 52 Google Cloud Natural Language API reviews. Identifies entities such as organization, person name, location, etc | 91% (Based on 52 reviews) | |
Keyphrase Extraction | Based on 51 Google Cloud Natural Language API reviews. Extracts keyphrases to determine patterns and themes within text. | 90% (Based on 51 reviews) | |
Topic Analysis | As reported in 49 Google Cloud Natural Language API reviews. Automatically identifies and organizes text based on topic or subject matter. | 90% (Based on 49 reviews) | |
Sentiment Analysis | Utilizes sentiment analysis to capture user feedback. This feature was mentioned in 52 Google Cloud Natural Language API reviews. | 88% (Based on 52 reviews) | |
Language Identification | Identifies the language in which text was written in. This feature was mentioned in 52 Google Cloud Natural Language API reviews. | 89% (Based on 52 reviews) | |
Syntax/Part of Speech Parsing | Based on 46 Google Cloud Natural Language API reviews. Provides the ability to identify syntax and parts of speech. | 88% (Based on 46 reviews) |
Customization
Pre-Built Parameterization | Allow capabilities to be customized (key-phrase, topics, sentiment, named entity) by adding keywords or exceptions. This feature was mentioned in 48 Google Cloud Natural Language API reviews. | 83% (Based on 48 reviews) | |
Custom Extension | As reported in 46 Google Cloud Natural Language API reviews. Allow user to add custom functions to Analysis capabilities | 87% (Based on 46 reviews) | |
Compositionality | As reported in 47 Google Cloud Natural Language API reviews. User created models can be used as features/pre-built in other models | 88% (Based on 47 reviews) |
Generative AI
AI Text Generation | Based on 43 Google Cloud Natural Language API reviews. Allows users to generate text based on a text prompt. | 86% (Based on 43 reviews) | |
AI Text Summarization | Condenses long documents or text into a brief summary. This feature was mentioned in 41 Google Cloud Natural Language API reviews. | 89% (Based on 41 reviews) |
