Data Science Salary Prediction (Glassdoor)
1- Learn about Data
The Data in the dataset is extracted from the Glassdoor website, which is a job posting website. The dataset has data related to data science jobs and salaries and a lot more, offering a clear view of job
opportunities. It is packed with essential details like job titles, estimated salaries, job descriptions, company ratings, and key company info such as location, size, and industry. Whether you’re job hunting or
researching, this dataset helps you understand the job market easily.
1.1 Import Librairies
Data Cleaning
Cleaning Data
Exploratory Data Analysis EDA
Correlation between variables
Cleaning the Large Plot
lets only look for the datascience
Words Analysis in Description by Word Cloud Plot
Words Analysis in Description by Word Cloud Plot
Model Building For Salary Prediction
(* Pas vraiment de conclusion dans les étapes finales sur les prédictions, entrainement et modèle. *)
Domaines d'études 