酒店预订取消分析数据集

本数据集聚焦酒店预订取消行为分析，覆盖经济型、中档、高档、度假酒店等主要类型及OTA、官网、协议等全渠道。数据内容包括酒店信息、预订量、取消量、取消率、No-Show率、取消原因分布及收益影响等维度。适用于酒店取消政策优化、No-Show预测与超售管理、预订渠道分析、提前期定价策略及智慧旅游AI模型训练等场景。

This dataset focuses on the analysis of hotel booking cancellation behavior, covering major hotel types including economy, mid-range, upscale, and resort hotels, as well as all distribution channels such as OTAs, official websites, and corporate agreements. The dataset includes dimensions such as hotel information, booking volume, cancellation volume, cancellation rate, No-Show rate, distribution of cancellation causes, and revenue impact. It is applicable to scenarios including hotel cancellation policy optimization, No-Show prediction and overbooking management, booking channel analysis, lead-time pricing strategy, and training of smart tourism AI models.

搜集汇总

背景与挑战

背景概述

该数据集聚焦酒店预订取消行为分析，涵盖经济型、中档、高档、度假酒店等多种类型及OTA、官网等全渠道。它提供了预订量、取消率、No-Show率、取消原因分布及收益影响等关键指标，适用于酒店取消政策优化、No-Show预测、超售管理及智慧旅游AI模型训练等应用场景。