第一章第四课应用GraphCreate Lab& Gra
2017-05-25 本文已影响109人
Adapa
Copyright © 2017WorldLink Big World
Dsj.WorldLink.Top
WorldLink think tank QQ 群: 188581853
![](https://img.haomeiwen.com/i2489344/6ac4b083bcb752ef.png)
读取一个在E盘下的一个CSV数据集
![](https://img.haomeiwen.com/i2489344/d06516fe117dbd71.png)
![](https://img.haomeiwen.com/i2489344/4156e3b622284ff9.png)
读全表
![](https://img.haomeiwen.com/i2489344/98505b8c650ea144.png)
读头表
![](https://img.haomeiwen.com/i2489344/ac96f095a60d6741.png)
读尾表
![](https://img.haomeiwen.com/i2489344/f5a0278f4bbb4235.png)
同学们有没有发现刚读sf的头head和读它尾的tail读出的数据是一样的,是因为我们这个数据集太小了所以都一样!
![](https://img.haomeiwen.com/i2489344/838d54fb32b975ff.png)
sf.show调用Graphlab Canvas来处理数据(运行会跳出一个新的页面)
![](https://img.haomeiwen.com/i2489344/af414b63e68d6c5a.png)
![](https://img.haomeiwen.com/i2489344/5eb1607196ba8aa2.png)
它对当前数据进行整体分析
让Canvas数据输出重定向到ipython notebook上显示
Categorical是显示方式
![](https://img.haomeiwen.com/i2489344/31db234588a2a61e.png)
![](https://img.haomeiwen.com/i2489344/f27b81607b7e6343.png)
![](https://img.haomeiwen.com/i2489344/2a8990cfa2954baf.png)
看一样的
<h1>SFrame中的列操作</h1>
![](https://img.haomeiwen.com/i2489344/8e8ff68da9201e09.png)
![](https://img.haomeiwen.com/i2489344/cbc503ceaf1ba5c5.png)
![](https://img.haomeiwen.com/i2489344/e47a5fcf5dfac71d.png)
![](https://img.haomeiwen.com/i2489344/c6a6eea703944726.png)
<h1>应用apple函数转换数据</h1>
![](https://img.haomeiwen.com/i2489344/bd28ea9352d7b7bb.png)
大家发现一个问题没有 这个数据集的Country中United States 与USA都是美国是意思 数据处理时吧它们看成了不同的国家 现在我们要改变这个数据集让它正确
![](https://img.haomeiwen.com/i2489344/86b0525609850a19.png)
第一一个函数来吧USA变成United States
测试它
![](https://img.haomeiwen.com/i2489344/91f5301cfd19f78a.png)
![](https://img.haomeiwen.com/i2489344/2e14be7bab89aace.png)
把它应用在这个数据集中:
![](https://img.haomeiwen.com/i2489344/6ccf3905ea12e9fe.png)
<h1>OK!本讲完毕,用费曼学习法则对此节理解,达到可以教授他人的水平!</h1>
<h1>补充:</h1>
测试文件下载地址链接:http://pan.baidu.com/s/1skSrE4d 密码:me8i
![](https://img.haomeiwen.com/i2489344/740d12ca56709d57.png)
![](https://img.haomeiwen.com/i2489344/572538f624892424.png)
![](https://img.haomeiwen.com/i2489344/24912b2fd8fb09bc.png)
用记事本打开就是一串串逗号分割的文本
用Excel打开
![](https://img.haomeiwen.com/i2489344/c258664078ec2082.png)