Wellbeing Data Analysis

Files in the repo:

• data_analysis.ipynb - the actual analysis file
• question_list.xlsx - basically a legend file in which every question has an assigned index number
• new_results_survey.csv - the final raw .csv file exported from our online survey
• new_results_survey.xlsx - same file but in the Excel format
• cleaned_data.xlsx - cleaned data; exported prior to being normalized for better clarity (higher values in this file imply more positive/frequent events)
• correlations.xlsx - correlation matrix in the form of a dataframe (it made it easier to see the labels of the items)

Recent updates

1. Finished cleaning up the data for our analysis
2. Normalized data
3. Performed imputation for NaN values

What else could still be done?

• review/checking if there are any errors
• interpretation of PCA + correlations