The world of developers
The libraries needed to run the code are the Python file, it works normal with version 3.
In this project, it was carried out based on a sample of the database: Stack Overflow’s developer survey data from 2017. The following questions of interest emerged from the data:
- How does job satisfaction relate to earned salary and hours worked per week for professional developers?
- On average, how much do professional developers earn and what size of company do they work most?
- On average, how is job satisfaction and salary according to the importance of each person's education?
- How is the job satisfaction ratio for professional developers who can work at home?
- Is it possible to predict job satisfaction according to the survey sample?
There is a Python notebook where you can find the technical solution of business questions. In addition, at the end of this you will find the programming of the respective model. The notebook has 'Markdown' cells where questions and comments are answered that explain step by step what was done.
The main results are explicit in the python code and also in the following blog here.
The main credit is to the Stack Overflow’s developer survey data from 2017 database. The license and descriptive information for the database can be found in the following link here.