Assuming a normal distribution, a student's t-test was used. The p-value is 2.2215059144228139e-53 which is less than α = 0.05, we reject the null hypothesis that the number of ‘cheap and good’ F&B establishments is the same or higher in affluent neighbourhoods than the proportion of ‘cheap and good’ F&B establishments as compared to less affluent neighbourhoods in NYC.
5. Conclusions:
As opposed to what i thought initially, there did not seem to be a strong correlation between number of good and cheap YELP listed establishments and Median Rent of Neighbourhoods.
6. Future work:
More data would need to be collected and instead of Median Rent, median household income can be used as a better proxy.
7. Links:
Bibliography
I could have done better analysis..but the data wrangling took up way too much time it was a nightmare;(