With Data Analysis case study, as course assignments, Goal was to learn data analysis using python libraries using a case study approach where I had to choose a hypothesis and go through all steps of data analysis to understand that better, mainly study association.
I decided to work on an AddHealth codebook and study the association between social acceptance and self esteem.
Libraries used:
Pandas
Numpy
Seaborn
Matplotlib.pyplot
Scipy
Statsmodels
I choose variables related to social acceptance and self esteem. I performed literature review, studied frequency distribution, performed data munging and visualization steps, plotting and discovering associations, performed hypothesis testing.
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