- How does location affect the price of Airbnb’s in Bristol?
- How does an Airbnb’s price in Bristol compare to other parts of the UK (Manchester)? (price)
- Can I predict the average price of AirBnb for Manchester?
airbnb.ipynb - Data analysis work script
Include .csv files within a DATA/ folder. See below to source the data.
matplotlib 3.5.2
numpy 1.23.1
pandas 1.4.3
session_info 1.0.0
sklearn 1.1.1
IPython 8.4.0
jupyter_client 7.3.4
jupyter_core 4.11.1
jupyterlab 3.4.4
notebook 6.4.12
Python 3.10.2
The data I used is found at: Inside Airbnb: Get the Data
This data is licensed under a Creative Commons Attribution 4.0 International License.