Analyzing the International Society of System Dynamics yearly conference survey data.
CSV, Docx, and xlsx files are not uploaded to retain the privacy of the surveyees
Please contact [email protected] for the data to reproduce these findings and run the code.
Run preprocessing.py to create the csvs for each of the question types across 10 years: boolean, categorical, numerical, and text
Then run basic_analysis.py to generate the reports for the basic analysis carried out.
Then run detailed_analysis.py to generate the more detailed parts of the reports: time series analysis, statistical significance testing, advanced trends, semantic analysis on text data, and text response clustering.
run "python -m spacy download en_core_web_sm" before running basic_analysis.py if you get an import error