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3 open source NLP tools for data extraction

Flipboard

Unstructured text and data are like gold for business applications and the company bottom line, but where to start? Here are three tools worth a look.

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How to Use Speech AI for Healthcare Market Research

AssemblyAI

Once converted into text, researchers can perform text analytics to identify common themes, the frequency of specific terms, and sentiment—important factors for understanding patient experiences and opinions. This helps companies maintain compliance and user privacy protection while allowing maximizing data extraction.

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Leveraging user-generated social media content with text-mining examples

IBM Journey to AI blog

Data extraction Once you’ve assigned numerical values, you will apply one or more text-mining techniques to the structured data to extract insights from social media data. It weighs down frequently occurring words and emphasizes rarer, more informative terms. positive, negative or neutral).