Rossmann Store Sales 罗斯曼商店销售

罗斯曼（Rossmann）在欧洲7个国家/地区拥有3,000多家药店。目前，Rossmann商店经理的任务是提前六周预测其每日销售额。商店的销售受到许多因素的影响，包括促销，竞争，学校和州假期，季节性和地区性。成千上万的个人经理根据他们的独特情况预测销售额，结果的准确性可能会大相径庭。

Rossmann operates over 3,000 drugstores across seven European countries. Currently, the core task for Rossmann store managers is to forecast their daily sales with a six-week lead time. Store sales are influenced by a wide range of factors, including promotional activities, competitive pressure, school and public holidays, seasonality, and regional specifics. Thousands of individual store managers conduct sales forecasting based on their unique local circumstances, resulting in widely varying accuracy of the forecast results.

搜集汇总

背景与挑战

背景概述

该数据集是罗斯曼商店销售预测数据集，专注于预测欧洲3000多家药店的每日销售额，任务要求提前六周进行预测。数据集包含历史销售数据、商店信息和促销等多元特征，如促销活动、竞争对手距离、假期影响等，适用于机器学习模型训练和销售趋势分析。数据以CSV文件形式提供，包括训练集、测试集和商店详情，常用于数据科学竞赛和零售业预测研究。