The chore of this article will focus on three powerful Text Analytics APIs in C#. We will touch on the importance of this type of analysis and more!
What is Text Analytics?
Text Analytics is a technique for extracting useful data from a substantial amount of unstructured information using artificial intelligence (AI). Consequently, you can get more value out of your data by categorizing it by topic, sentiment, urgency, language, and intent. For instance, customer service tickets and mentions on social media.
Therefore, text analytics APIs will help you extract crucial information from open-ended texts. This will immediately enhance the future analyses and strategies you will get from them. Plus, providing data layout and classification, will assist you in choosing which forms of data are most beneficial to your aims.
As you can see, this is a method that will bring important insights into your company’s projects and goals. Of course, you have to make sure the text analytics APIs you will choose to work with are compatible with most programming languages. For example, C#.
C# is a multi-paradigm, general-purpose programming language. This is one of the most used and common programming languages because it gathers and covers static typing, strong typing, lexically scoped, and imperative. Plus, declarative, functional, generic, and component-oriented. This is why I recommend the following three APIs that are compatible with C#:
Klazify
Klazify is one of the most accurate online data collection solutions for email, URL, and domain. Hence, you can obtain any kind of details, sources, and statistics you may want to have. Such as logos, codes, locations; really any type of elements that may come to your mind right now.
Klazify has a Smart Categorization Technology. This API uses a machine learning (ML) engine to scan a website’s content and meta tags. It extracts text to classify the site and assigns up to three categories aided by natural language processing (NLP).
Also, there are three top-level category structures available through this API. Whether you require the IAB taxonomy’s comprehensive categorization or want a more straightforward categorization system. Klazify really does have everything!
Azure Synapse Analytics
Azure Synapse Analytics is a limitless analytics solution that combines data integration, enterprise data warehousing, and big data analytics into one service. It allows you to query data in whatever way you want, at scale, using serverless or dedicated solutions.
Thus, Azure Synapse connects these worlds by providing a uniform experience for consuming, examining, preparing, transforming, managing, and serving data to satisfy immediate business intelligence and machine learning requirements.
Semantria API
Semantria from Lexalytics encapsulates text analytics and natural language processing capabilities in a RESTful API with graphical configuration and user management tools. It delivers data analysis models that have been pre-trained.
The API allows for sentiment analysis, subject labeling, keyword extraction, entity recognition, and more. You can use pre-trained models or construct custom models with your company’s data.
With these three powerful APIs, you are ready to start applying text analytics features to all your projects. Try them and start seeing positive results!