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- 厦门思明区二手房价分析和预测

基于Python：网络爬虫获取房价信息、数据的预处理和可视化、搭建基于房价预测的机器学习模型、房价预测。

-数据来源：房天下

  • 项目背景：网上有条段子，某地房价5w每平，月收入刚好过万，掐指一算，命中注定买房是不可能的，这辈子都不可能买房，所以要定个小目标：“我真的还想再活500年······”。当然，房子虽贵，但是我们可以学学科学的方法了解房价趋势，做到心中有数，万一买的起呢？
  • 项目内容：
    • 1、利用网络爬虫获取厦门市思明区二手房信息
    • 2、进行数据预处理
    • 3、进行数据可视化
    • 4、构建基于机器学习的房价预测模型
    • 5、预测房价

建筑面积和房屋总价的拟合图 Image text

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