基于Python的南京二手房数据采集及可视化分析设计毕业源码案例设计
## 开发环境:Pycharm工具,Python3.7环境
### 1 内容简介
首先通过爬虫采集链家网上所有南京二手房的房源数据,并对采集到的数据进行清洗;然后,对清洗后的数据进行可视化分析,探索隐藏在大量数据背后的规律;最后,采用一个聚类算法对所有二手房数据进行聚类分析,并根据聚类分析的结果,将这些房源大致分类,以对所有数据的概括总结。通过上述分析,我们可以了解到目前市面上二手房各项基本特征及房源分布情况,帮助我们进行购房决策。
### 2 应用技术介绍
(1)Python网络爬虫技术
Requests
Beautifulsoup
(2)Python数据分析技术
Numpy
Matplotlib
Pandas
(3)k-means聚类算法
(4)高德地图开发者应用JS API
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基于Python的南京二手房数据采集及可视化分析设计源码案例设计.zip
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