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Identifying clusters within industry job descriptions using TfidfVectorizer and k-means.

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shreya726/industry-clusters

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industry-clusters

Final project for CS 505 - Computational Tools for Data Science.

Overview

This project uses document clustering technique TfidfVectorizer and k-means to identify trends of job descriptions within industries.

Data

Scraping indeed.com and Glassdoor API.

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Identifying clusters within industry job descriptions using TfidfVectorizer and k-means.

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