Glassdoor Data Science Jobs Data Analysis

Glassdoor is a website where current and former employees anonymously review companies. Glassdoor also allows users to anonymously submit and view salaries as well as search and apply for jobs on its platform.

Since more and more people use Glassdoor to search and apply for jobs in Data Science, Glassdoor becames quite popular and essential platform. I chose the data which collected by scrapping the glassdoor website for data science jobs in the United States from https://www.kaggle.com/rkb0023/glassdoor-data-science-jobs to analyze jobs in Data Science.

The data has information about Job Title, Salary Estimate, Company Location, company Size, Industry etc which are relevant for this project.

project_name = "glassdoor_data_science_jobs"

!pip install jovian --upgrade -q

import jovian
import re
from collections import Counter
import locale
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns

jovian.commit(project=project_name)

[jovian] Attempting to save notebook..
[jovian] Please enter your API key ( from https://jovian.ml/ ):
API KEY: ········
[jovian] Creating a new project "akshaykrishnakanth/glassdoor_data_science_jobs"
[jovian] Uploading notebook..
[jovian] Capturing environment..
[jovian] Committed successfully! https://jovian.ml/akshaykrishnakanth/glassdoor-data-science-jobs

'https://jovian.ml/akshaykrishnakanth/glassdoor-data-science-jobs'