hz-house-price-statics:杭州房价分析-源码
杭州二手房源分析
一、项目主题
分析杭州历年城区内小区房价变化，根据房地产知识定义楼盘，为用户购房提供决策参考。（可分析其他城市，替换第一个城区链接即可。）
如何评估房子性价比。
二手房源如何定价。
房价预测趋势。
楼盘开发预测。
房源网站数据全，但是量过大，我们只针对小区这一维度，给出纵向和横向对比的维度数据，做分析。
二、项目开发
1.数据爬虫
获取房天下的数据源，数据入库。
指标：小区名，房价，经度，纬度，板块评级，物业评级，活跃度评级，教育评级，搜索热度。
待分析出的指标：同比，环比，分类，综合评分，预测房价。
（1）分析网站结构
主城区链接：get请求
商业区：get请求
小区：get请求
历年：get请求
requests请求数据接口，selenium获取页面静态数据。
selenium有点慢，5小时可爬到杭州小区全部数据。中间会有反爬机制，弹出验证码页面，导致查不到页面元素，
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