
Entities
In data science, entities refer to objects or concepts that are relevant to a particular domain and can be represented as data. These can include people, places, things, events, and more. Entities are often identified and extracted from unstructured data sources such as text documents, social media posts, and web pages using natural language processing (NLP) techniques. Once identified, entities can be used to gain insights into patterns and relationships within the data, and to inform decision-making processes. Entity recognition is a key component of many data science applications, including sentiment analysis, recommendation systems, and fraud detection.
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