Question: Similarity Analysis: ( 3 Marks ) Use the vectorized representation from previous step and implement a method to identify and print the names of top

Similarity Analysis: (3 Marks)
Use the vectorized representation from previous step and implement a method to identify and print the names of top two similar words that exhibit significant similarity. Justify your choice of similarity metric and feature design. Visualize a subset of vector embedding in 2D semantic space suitable for this use case. HINT: (Use PCA for Dimensionality reduction)

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