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What is TextBlob?

TextBlob is a Python library specifically tailored for managing textual data, offering a user-friendly API that allows users to perform a range of natural language processing tasks, including part-of-speech tagging, sentiment analysis, noun phrase extraction, and classification. It is built on NLTK and Pattern, enabling it to work harmoniously with both of these foundational libraries. Among its many features are tokenization, which breaks text into words and sentences, word and phrase frequency analysis, parsing functions, n-gram generation, and word inflection for both pluralization and singularization. Additionally, it provides lemmatization, spell-checking capabilities, and integrates with WordNet for enhanced lexical operations. TextBlob supports Python versions starting from 2.7 and is compatible with 3.5 and later versions. The library is actively updated and maintained on GitHub, and it is distributed under the MIT License for open-source accessibility. Users can find extensive documentation that includes a quick start guide and various tutorials to help them effectively implement different NLP tasks. This comprehensive documentation serves as a valuable resource, empowering developers to significantly improve their text processing abilities and apply advanced techniques with ease.

What is Azure Text Analytics?

Harness natural language processing to gain valuable insights from unstructured text without requiring any machine learning knowledge, by utilizing an array of features from the Cognitive Services for Language. Elevate your understanding of customer emotions through sentiment analysis and identify key phrases and entities such as people, places, and organizations to uncover common themes and patterns. Use specialized, pretrained models to classify medical terminology specific to various fields. Evaluate text across multiple languages and reveal essential concepts within the content, which include key phrases and named entities that highlight individuals, events, and organizations. Delve into customer feedback regarding your brand while examining sentiments linked to specific topics through opinion mining techniques. Additionally, derive critical insights from unstructured clinical documents, including doctors' notes, electronic health records, and patient intake forms, by applying text analytics tailored for healthcare settings, ultimately enhancing patient care and informing decision-making processes. By integrating these advanced capabilities, organizations can stay ahead of trends and better meet the needs of their stakeholders.

Media

Media

Integrations Supported

NLTK
Python

Integrations Supported

Azure Marketplace
TAS Insight Engine
Unremot

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided
Free Trial Offered?

Supported Platforms

Windows
Mac
Linux

Supported Platforms

SaaS
On-Prem

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

TextBlob

Company Location

United States

Company Website

textblob.readthedocs.io/en/dev/

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/services/cognitive-services/text-analytics/

Categories and Features

Categories and Features

Natural Language Processing

Co-Reference Resolution
In-Database Text Analytics
Named Entity Recognition
Natural Language Generation (NLG)
Open Source Integrations
Part-of-Speech Tagging
Sentence Segmentation
Stemming/Lemmatization

Sentiment Analysis

Not specified

Text Analytics

Not specified

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