Analysis on Data Science Jobs around The World

Along with the development of technology, data science jobs have become increasingly popular and are in great demand by employers in recent years. The goal of this analysis is to provide data science workers with perspective on the value of their work and skills. Companies could also understand if they could potentially hire scientists from other cities around the world. The dataset we're using in this notebook is retrieved from kaggle. This dataset contains over 60.000 data science job informations, such as job title, city, company, source, link to the job post, etc. from more than 20 countries around the world.

Importing Packages & Libraries

First, we'll install and import all the packages & libraries needed for this analysis process.

!pip install jovian opendatasets --upgrade --quiet

import jovian
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import opendatasets as od
%matplotlib inline
import warnings
warnings.filterwarnings('ignore')

Downloading the Dataset

The dataset we'll be using in this analysis is stored in kaggle website. To get access to the dataset, we'll use the opendatasets method as seen below.