Module for loading the New York City Airbnb 2019 Open Dataset.
The New York City Airbnb 2019 Open Data is a dataset containing varius details about a listed unit, when the goal is to predict the rental price of a unit.
This dataset contains the details for units listed in NYC during 2019, was adapted from the following open kaggle dataset: https://www.kaggle.com/datasets/dgomonov/new-york-city-airbnb-open-data. This, in turn was downloaded from the Airbnb data repository http://insideairbnb.com/get-the-data.
This dataset is licensed under the CC0 1.0 Universal License (https://creativecommons.org/publicdomain/zero/1.0/).
The typical ML task in this dataset is to build a model that predicts the average rental price of a unit.
- Dataset Shape:
int 31 - 795
The date of the observation
The rental price of the unit
Load and returns the Airbnb NYC 2019 dataset (regression).
Load the pre-calculated feature importance for the Airbnb NYC 2019 dataset.