We will study the 2017 StackOverflow survey data to answer the following 3 questions and find the answers by looking at the date.
I wrote a blog article on medium with the following link. Feel free to visit and leave any comment. Are you dare to switch to a career in data science?
Q1. Find the correlation between highset level of formal education and the company size the correnpondent work for.
Q2. Let's find out if it is true that the longer a person has worked for as a programmer, the more satisfied the person could be.
Q3. What makes people satisfied with their job?
Libraries used:
- pandas
- numpy
- os
Motivation for the project:
This is the project submission as a part of Udacity Data Scientist Nanodegree.
Files:
README.md: ReadMe file (this file)
2017_StackOverflow_survey_data_Overview.ipynb: Although this notebook contains codes and the results, the following data downloads should be done in the local computer for reproduction.
Data downloads:
The data file can be downloaded from the following link.
https://www.kaggle.com/stackoverflow/so-survey-2017
A summary of the results of the analysis
We studied the Stack Overflow Survey data in 2017. With the data given, althugh limited, we may carefully say that the career satisfaction come from self movtivation or active mind rather than the outer conditions such as salary, job proficiency, or education
Finally, thanks to my two sons for the peaceful Saturday!