Getting Started

checkMatch.py is used to find the similarity between two document. isHooper.py gives us the probablity that how likely jobseeker will dropout.

Prerequisite

Some python module that are required. isHopper.py -dateutil

• docx

checkMatch.py

• TfidfVectorizer
• cosine_similarity
• docx

Installing

• pip install python-docx
• pip install python-dateutil
• pip install numpy scipy scikit-learn

How to use

NOTE : Make sure you have the dataset folder in the same directory as this file

checkMatch.py

1. python checkMatch.py
2. Then enter the names of file whom you want to compare

Example

Let if jobseeker's resume file name is ved.docx and and employer's requirement file name is employer.docx isHopper.py

1. python3 isHopper.py
2. ved.docx It will give you number between 0 to 4.

checkMatch.py You should run this code where you have saved all files.

1. python3 checkMatch.py

isHopper.py

1. python3 isHopper.py
2. Then enter the resume name without the extension.

Author

• Parth goyal
• Mayank mussadi

Licence

This project is licensed under the MIT License.