The objective of this project is to study and analyze current Data Science job market in east-coast cities. I have developed a python web crawler which will help you obtain the data from indeed.com The python notebooks are used to perform the NLP and EDA analysis on the gathered data.

• Open Terminal
• Clone the repository using git clone https://github.com/gk5894/Job-finder.git
• Go to the 'Job-Finder' directory using cd Job-Finder
• Run python script GetData.py using python GetData.py or use python3 GetData.py if you have python 2 as default compiler
• The data will be populated in the csv files.
• You can change the cities and job titles by editing the city_set and job_set parameter in GetData.py.
• Run the Job Analysis.pynb notebook to see the results.

I have also created a static Tableau Dashboard using this data for a visual representation of the findings.

• Dashboard Link - https://public.tableau.com/profile/gaurav.kshirsagar#!/vizhome/DataScienceJobinEast-Coast/Dashboard1?publish=yes