How to implement entity annotations in Python?

Entity annotations can be implemented using any libraries. Here, we will be using Spacy to implement annotations. 

Here, entities such as ‘500 dollars’ and ‘Microsoft’ are recognized by Spacy but with the index positions and with the starting and ending location of the index.