Pinheiro Paulo, Cavique Luís
CEDIS, Lisboa, Portugal.
Universidade Aberta, Lisboa, Portugal/Universidade de Trás-os-Montes e Alto Douro, Vila Real, Portugal.
Data Brief. 2021 Apr 20;36:107054. doi: 10.1016/j.dib.2021.107054. eCollection 2021 Jun.
This article describes a dataset of different services acquired by users during the period in which they are active in a sports facility as well as their behavior in terms of frequency of the sport facility itself and the type of classes they prefer to attend. Each observation in the dataset corresponds to one user, including the features of subscriptions and frequency. Data were collected between June 1st 2014 and October 31st 2019 from a database of an ERP solution operating in a sports facility in Lisbon, Portugal. From this database, it was possible to perform operations of extraction, transformation and loading into the dataset. The dataset with real data can be useful for research in areas such as customer retention, machine learning, marketing, actionable knowledge and others. Although we present real data from users of a sports facility, in order to comply the GDPR legislation, the attributes that could identify the users were removed making the data anonymized.
本文描述了一个数据集，该数据集包含用户在体育设施活跃期间所获得的不同服务，以及他们在体育设施使用频率和偏好参加的课程类型方面的行为。数据集中的每个观测值对应一个用户，包括订阅和频率特征。数据于2014年6月1日至2019年10月31日期间从葡萄牙里斯本一家体育设施运行的ERP解决方案数据库中收集。从该数据库中，可以执行提取、转换并加载到数据集中的操作。具有真实数据的数据集可用于客户留存、机器学习、营销、可操作知识等领域的研究。尽管我们展示了来自体育设施用户的真实数据，但为了遵守GDPR法规，去除了能够识别用户的属性，使数据匿名化。
