Unstructured data includes text, images, and videos from "summary" of Data Science For Dummies by Lillian Pierson
Unstructured data is a term used to describe any type of data that does not fit neatly into a structured format. This includes text, images, and videos, among other types of information. Unlike structured data, which is organized into tables and rows, unstructured data does not have a predefined format or schema. This makes it more challenging to work with and analyze using traditional data processing tools. Text data, such as emails, social media posts, and documents, is one of the most common forms of unstructured data. Text data can contain a wealth of valuable information, but extracting insights from it requires specialized tools and techniques. Natural language processing (NLP) is a branch of artificial intelligence that focuses on understanding and interpreting human language. Using NLP algorithms, data scientists can analyze text data to extract key words, identify sentiment, and even generate summaries. Images and videos are another important source of unstructured data. With the proliferatio...
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