Airbnb 新用户的民宿预定预测竞赛数据

2018-02-05 16:26   浏览 4,996 次
数据概述

AirBNB 新用户的民宿预定预测竞赛数据。

数据集详情
原始数据名称: Airbnb 新用户的民宿预定预测竞赛数据【kaggle】
数据介绍:

In this challenge, you are given a list of users along with their demographics, web session records, and some summary statistics. You are asked to predict which country a new user's first booking destination will be. All the users in this dataset are from the USA.

There are 12 possible outcomes of the destination country: 'US', 'FR', 'CA', 'GB', 'ES', 'IT', 'PT', 'NL','DE', 'AU', 'NDF' (no destination found), and 'other'. Please note that 'NDF' is different from 'other' because 'other' means there was a booking, but is to a country not included in the list, while 'NDF' means there wasn't a booking.

The training and test sets are split by dates. In the test set, you will predict all the new users with first activities after 7/1/2014 (note: this is updated on 12/5/15 when the competition restarted). In the sessions dataset, the data only dates back to 1/1/2014, while the users dataset dates back to 2010.

数据来源: https://www.kaggle.com/c/airbnb-recruiting-new-user-bookings
文件类型:  多个zip压缩文件
文件大小: 7.46 Gb
 
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