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Textar

Textar
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Language

Python

Tool Type

Algorithm

License

The MIT License

Version

0.0.5

About the tool Responsible

Head of Cabinet of Ministers

Textar
What is it?

Textar is a set of Python algorithms designed to consolidate natural language processing (NLP) tools used by the National Directorate of Public Information and Data of Argentina. This tool makes it easy to search and categorize questions for government reporting. Developed to assist in the preparation of reports and resolve specific questions, Textar improves efficiency in the management of government questions, avoiding duplication and categorizing by topic. These algorithms are a fundamental part of an internal interface that optimizes the integration and communication of information.

What problems does it solve?

Textar solves the problem of managing large volumes of questions and data within government offices, simplifying the search and categorization of information, which is crucial for efficient reporting and internal communication.

How does the tool work?

Text analysis and classification. Retrieval of similar texts. Utilization of machine learning algorithms. Integration with Python data science stack.

Open standards

Built on Python as the core language, leveraging its versatility and efficiency. Integrates open-source libraries such as pandas, numpy, scikit-learn, and scipy for data analysis, machine learning, and scientific computations. Adopts the MIT license to promote openness and collaboration in development. Facilitates interoperability and the use of open data formats to maximize accessibility and information reuse.

Sector
Reform or Modernization of the State
Functionality
Data collection analysis and visualization
Sustainable development goals
Partnership for the goals
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Text Analyzer Documentation Page Text Analyzer Documentation Page

This image displays a documentation page for 'Text Analyzer', a Python package for text analysis, classification, and recovery, with a 68% coverage status and MIT license.

Text Similarity Search Python Code Snippet Text Similarity Search Python Code Snippet

Python code using "textar" library. Defines texts and finds similarities with "I found many apples in the building". Shows IDs, distances: [0.9278, 1.0595, 1.1756, 1.3206], and common words like 'building' and 'apples'.

Text Classification with TextBlob Python Code Text Classification with TextBlob Python Code

This image shows Python code for text classification using the TextBlob library. It includes data preparation, classifier training, and printing classification probabilities and labels.

IDB Blog: open data and Textar

Explains its application in legislative opening and automation

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Blog on Medium: Natural Language Processing at the Argentine Congress

Technical details on how TextAr works

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IDB Blog on Natural Language Processing

Article on the use of NLP in governments, includes TextAr

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