COFINFAD: Colombian Fintech Financial Analytics Dataset

Behavioral and transactional data from 48,723 customers of a Colombian fintech company, collected over 12 months from January 4, 2023, to December 29, 2023. Comprises 3,159,157 individual transactions and it's designed to support research on customer retention, financial behavior analysis, and digital financial service adoption in Latin American emerging markets.

- 57 variables covering demographics, transaction patterns, product adoption, and customer satisfaction
- Transaction values in Colombian Pesos (COP)
- Customer satisfaction scores on a 6-point scale
- Net Promoter Score (NPS) data
- Application usage metrics
- Churn probability indicators
- Geographic distribution across Colombian cities

For machine learning applications, this dataset is also available on Hugging Face: https://huggingface.co/datasets/luisdavidtrejosrojas/cofinfad

本数据集收录哥伦比亚某金融科技公司48723位客户的行为与交易数据，采集时段为2023年1月4日至2023年12月29日，共计12个月。数据集共包含3159157笔独立交易，旨在支撑拉丁美洲新兴市场领域内的客户留存、金融行为分析以及数字金融服务采纳相关研究。
- 包含57项变量，涵盖人口统计学特征、交易行为模式、产品采纳情况与客户满意度维度
- 交易金额以哥伦比亚比索（COP）为计价单位
- 采用6分制量表的客户满意度评分数据
- 净推荐值（Net Promoter Score, NPS）数据
- 应用使用指标
- 客户流失概率指标
- 哥伦比亚境内各城市的客户地理分布情况
针对机器学习应用场景，该数据集亦可在Hugging Face平台获取，链接为：https://huggingface.co/datasets/luisdavidtrejosrojas/cofinfad