Walmart Recruiting - Store Sales Forecasting 沃尔玛招聘-商店销售预测

在此数据集中，为求职者提供了位于不同地区的45家沃尔玛商店的历史销售数据。每个商店包含多个部门，参与者必须计划每个商店中每个部门的销售额。为了增加挑战，数据集中包括了选定的假期降价事件。已知这些降价会影响销售，但是要预测受影响的部门和影响的范围具有挑战性。

This dataset provides historical sales data of 45 Walmart stores located in different regions for job seekers. Each store has multiple departments, and participants are required to forecast the sales of each department within every store. To increase the task's challenge, the dataset includes selected holiday markdown events. It is known that these markdowns affect sales, but forecasting which departments are affected and the scope of the impact poses a significant challenge.

搜集汇总

背景与挑战

背景概述

该数据集包含45家沃尔玛商店的历史销售数据（2010-2012年），涵盖商店部门销售、节假日信息和地区特征数据，特别关注节假日促销活动对销售的影响，适合用于零售销售预测建模。