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Text Importation: The ability to import text is one of the most important features of text analytics software because users need to retrieve text data from different sources.Organizations need this information to take practical actions. In simple terms, text analytics software turns text data into meaningful information. For example, if a company wants to know more about its customers or employees, it can use text analytics software to mine and analyze data from customer and employee emails, feedback, and tweets. Companies use it to identify patterns, themes, and topics of interests from different sources of information. Text analytics software is a great tool for unlocking unstructured text to help users understand its meaning. Organizations receive huge amounts of unstructured and structured text from multiple sources every day and it’s hard to know the meaning and make the most of this text without using the right data mining tools. Text analysis software uses many linguistic, statistical, and machine learning techniques.
Text Analytics is used to measure customer opinions, product reviews, feedback, to provide search facility, sentimental analysis and entity modeling to support fact based decision making. The software mines text and uses natural language processing (NLP) algorithms to derive meaning from huge volumes of text. Text Analytics allows users to gain insights from structured and unstructured data. What are Text Analysis, Text Mining, Text Analytics Software? You may also like to review the Text Analysis, Text Mining, Text Analytics proprietary software These applications model the document set for predictive classification purposes or populate a database or search index with the information extracted. The text analysis applications scan a set of documents written in a natural language. Text Analytics is the process of converting unstructured text data into meaningful data.
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What are the Top Free Software for Text Analysis, Text Mining, Text Analytics: Apache OpenNLP, Google Cloud Natural Language API, General Architecture for Text Engineering- GATE, Datumbox, KH Coder, QDA Miner Lite, RapidMiner Text Mining Extension, VisualText, TAMS, Natural Language Toolkit, Carrot2, Apache Mahout, KNIME Text Processing, Textable, Apache UIMA, tm- Text Mining Package, Pattern, Gensim, Aika, Distributed Machine Learning Toolkit, LPU, Apache Stanbol, LingPipe are some of the Top Free Software for Text Analysis, Text Mining, Text Analytics. The software helps users to gain insights from text data in order to act accordingly. For these reasons, companies use text analytics software to analyze large volumes of text data. Traditional systems use keywords and are unable to read and understand language in emails, tweets, web pages, and text documents.
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It’s possible to perform text analytics manually, but the manual process is ineffective. These sources provide raw text, which is not easy to understand without using the right text analysis tool. It’s hard for any company to succeed without having sufficient information about its customers, employees, and other key stakeholders.Įvery day, companies receive unstructured and structured text from various sources such as survey results, tweets, call center notes, phone transcripts, online customer reviews, recorded interactions, emails, and other documents. Information is one of the most important resources in the contemporary business environment.
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