利安平台运营数据集

该数据集有以下作用：1、用户分层运营，基于城市层级、年龄、职业与复购潜力评分，划分高价值、潜力、沉睡用户群体，针对性推送优惠券或专属活动；2、商品精准推荐，结合核心偏好品类、农产品偏好指数与季节匹配权重，在对应季节推送高匹配度商品，提升转化率；3、复购策略优化，依据最近采购间隔天数与复购潜力评分，对间隔久但潜力高的用户触发召回机制，对高频用户设计会员权益，助力平台提升用户留存与营收。This dataset fulfills the following three core functions: 1. User segmentation and targeted operations: Classify users into high-value, potential, and dormant groups based on urban hierarchy, age, occupation, and repurchase potential score, and deliver targeted coupons or exclusive promotional activities. 2. Precise product recommendation: Combine core preferred product categories, agricultural product preference index, and seasonal matching weights to recommend highly matched products in corresponding seasons, thereby improving the conversion rate. 3. Repurchase strategy optimization: Trigger a user recall mechanism for users with a long interval since last purchase but high repurchase potential score based on days since last purchase and repurchase potential score; design exclusive membership benefits for high-frequency users, so as to help the platform enhance user retention and revenue.

搜集汇总

背景与挑战

背景概述

利安平台运营数据集是一个用于平台用户画像分析的结构化数据集，由太谷县华瑞原始点康复中心申请登记。该数据集涵盖用户属性、商品偏好和消费行为三大核心模块，旨在支持用户分层运营、商品精准推荐和复购策略优化等应用场景，以提升平台用户留存和营收。数据以xlsx格式存储，经过清洗、规整和衍生处理，并包含具体样例数据，适用于运营分析需求。