Do you want to know how a text analysis API works? Then this article is perfect for you.
Text analysis (also known as Text Mining or Content Analysis) is a technique used by computers to extract relevant information from human language in an intelligent and efficient manner. Researchers and developers can use this method to arrange diverse and unorganized data into a systematic style.
In this method, documents are divided for easier data piece management; simply expressed, unstructured language is converted into structured data. Text analysis, whether in documents or images, may be used to transform qualitative information into quantitative information. This technology may be defined as a research approach for decoding material and producing logical conclusions.
Typically, developers and researchers utilize text analysis to construct a connection between two entities, as well as for automated summary creation, translation, speech recognition, and other content management duties. When it comes to business, text analysis encompasses a wide variety of issues, including semantic search and content management.
But how do APIs relate to this type of technology? Well, if you want to analyze any website text or content and classify it, you should have to utilize an API to get all this information. In simple terms, an API is a communication interface that connects two computers or apps and allows them to communicate. It collects the information you requested and then returns it to you.
How To Use An API
You might be surprised by the amount of APIs that you can find online to use for many different purposes. These ones are employed in a lot of websites that we use every day of our lives. However, not a high amount of them can give you the option to analyse text, so you should be careful with which one you choose to use so you don’t end up losing time and money.
To help you with that and to continue our explanation, we will be using Klazify, one of the most popular and widely used APIs right now. This program uses Natural Language Processing (NLP) to recognize online information, as well as a Machine Learning Engine to evaluate a website’s content and meta tags.
To obtain the information, you must complete the following:
- Go to www.klazify.com and create an API key.
- Locate any text you want to categorize and copy it into the designated area. Once you’ve validated that you’re not a robot, submit it.
- You will then receive the API response in one or more programming languages.
- Find and save the required result. You can then utilize it anyway you see fit.
More Information on Klazify
Klazify is a search engine that classifies websites and companies according to their specialty. The goal of Klazify is to locate, compare, and categorize the greatest websites on the internet (up to 3 levels). Their search engine employs deep learning algorithms, which are not only more accurate than other classifiers, but also more resilient, allowing us to deal with faulty input data. Our API calculates the confidence level, which reflects Klazify’s level of trust in the categorization. It can range from 0 to 1, with 1 signifying complete certainty and 0 indicating complete ambiguity.
This API connects to a certain site or URL, retrieves data, and then categorizes it into over 385 unique categories for one-to-one customisation using the IAB V2 Standard Classification taxonomy. Customers may simply deliver services such as Internet filtering, subscriber statistics, advertising networks, and fraud prevention thanks to Klazify’s domain categorization.
Also published on Medium.