The tech world is usually dominated by men, so people may consider it is hard for women to step into the tech field. But how about women already in this industry? Will they have advantages than male programmers? This explortary analysis uses the data from Stack Overflow Developer Survery, 2017 to answer those four questions below:
Q1. Do the salary of female programmers overtake earning of male programmers?
Q2. Can female programmers get hired with a lower degree?
Q3. Do female programmers enjoy their job as a programmer?
Q4. Do female programmers enjoy coding as a hobby?
The notebook "Explortary Analysis about female programmers" contains analysis related to those above questions. Two raw data files "survey_results_public.csv" and "survey_results_schema.csv" are saved in the "data" folder.
Q1. Data showed no significant differences were found between salary and expected salary of female and male programmers.
Q2. Female might need an even higher degree of former education to get hired.
Q3. Career Satisfaction of female programmers tend to be lower.
Q4. Most female programmers tend to show less interest in coding as a hobby.
The main analysis can be found at the medium post here.
Data source: Stack Overflow Developer Survey from 2017. License and more info could be found in Stack Overflow here or Kaggle here.