wenwen116 Goto Github PK
Name: wenwen116
Type: User
wenwen116's Projects
ageincome
使用客户的历史数据，用Python将用户以age和income进行聚类分群，并计算检验统计量Z评分使数据标准化。
airbnb
根据用户数据及消费行为数据，使用Python对客户进行聚类分群，并给出用户画像。通过数据，分析用户群体的核心特征。
applestore
根据APP store历史数据，使用Python建立线性回归模型，解释APP大小、种类、用户评分与APP价格之间的线性回归关系
baojie
根据用户数据以及消费行为数据，使用Python建立线性回归模型，预测用户的消费金额变化，找到对用户消费影响较大的因素
churn
根据用户数据以及消费行为数据,使用Python建立分类模型,通过评估客户流失的风险来预测客户流转情况,找到对客户影响较大的因素,进而挽留客户
laohongshu
根据用户数据以及消费行为数据，使用Python建立线性回归模型，预测用户的消费金额变化，找到对用户消费影响较大的因素
tianmao
根据用户数据以及消费行为数据，使用Python建立分类模型，进行逻辑回归，预测使用优惠券概率较高的客群
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