IDS 703 final project: Assessing the Effectiveness of Linkedin Company Description in Classifying Industry

By Ya-Yun Huang, Emma Wang, Heather Qiu

This is the final project for the course IDS 703.

Files descriptions

• linkedin_company_data.csv: dataset.
• LinkedInCompanyClassification.ipynb: code for data cleaning, preprocessing, modeling, and text synthesis.
• requirements.txt: list of all pacakges required to run LinkedInCompanyClassification.ipynb.
• IDS 703 Final Report.pdf: report of this project.

Install required packages

To install all packages to run the "LinkedInCompanyClassification_synth.ipynb" file, please run the follwoing commands.
pip install --upgrade pip && pip install -r requirements.txt