In this article, I will tell you all about powerful text analysis and data mining APIs that will enhance your company’s projects. If these are applied correctly, your business will immediately increase. Now, let’s start!
Text Analysis APIs
Text Analysis application programming interfaces allow devices and software to exchange data. In this manner, you can benefit from the analysis that you will develop as a result of your actions on the website. Text analysis APIs will give you detailed information and insights into the texts on your page, website, or app. As a result, you will gain a better understanding of the mental processes and emotions underlying these texts.
Data Mining Tools
Data mining tools are software solutions that employ Artificial Intelligence and Machine Learning procedures to analyze data, identify trends, and give businesses actionable insights and information. Hence, companies may generate predictions and identify correlations between different sections of their business. An aspect that will be able to refine data from both organized and unstructured databases.
As you can see, text analysis and data mining are processes that go together. Actually, these are processes I would recommend to be together. This way, you can take advantage of what text analysis and data mining bring. After all, they both have the same goal. Providing you with mechanisms that will improve the analysis and plan of action of your data. This is why I recommend you the following APIs:
Klazify
Klazify is an API that allows you to search for a business/website and classify it into categories (up to 3 category levels). The confidence level (confidence in our API) indicates how confident Klazify is of the categorization. . It can range from 0-1, with 1 being super secure and 0 not at all secure.
Klazify is a Website Categorization API. It 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).
Monkey Learn
Monkey Learn is another text analysis API that focuses on evaluating and understanding textual information. It offers you direct easy information, and pre-built text mining examples you can use to understand how to carry out tasks such as topic labeling.
This API helps to automate ticket labeling and routing in customer service and detect negative feedback on social media automatically. It can also give fine-grained insights that lead to better decision-making.
Aylien
Aylien is a cloud-based artificial intelligence tool that assists businesses in extracting insights from papers, tweets, blogs, and reviews. It enables users to understand themes, sentiments, and entities in a text by combining machine learning and Natural Language Processing (NLP).
This would be all! With these three application programming interfaces, you are ready to start enhancing your projects and companies. Try them and pick the one you feel the most comfortable with. First, evaluate your focus and goals. What you are trying to achieve and what you are expecting to get. If you do this, you are starting on the right foot.