: data mining-Data Science

Paper details:

ASSIGNMENT (THE QUESTION):

Data Mining the Inside Airbnb Dataset: Predictive Modeling of Daily Rental Pricing in Airbnb’s London. Edinburg (IE) . Athens
(Greece) Market

The data set for the 3 cities is submitted

AIM:

Using some software like R. Matlab. Python (or other). various exploratory analysis and data mining techniques (like clustering.
classification. regression. random forests. Bayesian Additive Regression. etc) to create pricing models for the 3 above cities that
predict prices of rental listings (by quartile) using the dataset (which I submit) and then to compare them (accuracy. goodness of
fit. AUC. etc)

MODULE: Applied Data Science

SOME WORDS FOR ME:
mathematician and part time student in a Data Science degree University program.