【python爬虫】网贷天眼平台表格数据抓取

一、需求分析
抓取url:
http://www.p2peye.com/shuju/ptsj/

抓取字段：
昨日数据
排序 平台名称 成交额 综合利率 投资人 借款周期 借款人 满标速度 累计贷款余额 资金净流入

二、python爬虫源代码

# -*- coding:utf-8*-import sysreload(sys)sys.setdefaultencoding('utf-8')import timetime1=time.time()import requestsfrom lxml import etreeimport reimport pandas as pdurl="http://www.p2peye.com/shuju/ptsj/"head={    "Host": "www.p2peye.com",    "Connection": "keep-alive",    "Cache-Control": "max-age=0",    "Upgrade-Insecure-Requests": "1",    "User-Agent": "Mozilla/5.0 (Windows NT 6.1; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.36",    "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",    "Accept-Encoding": "gzip, deflate, sdch",    "Accept-Language": "zh-CN,zh;q=0.8"}html=requests.get(url,headers=head).contentselector=etree.HTML(html)num1=[]name1=[]total1=[]rate1=[]pnum1=[]cycle1=[]p1num1=[]fuload1=[]alltotal1=[]capital1=[]#############用正则表达式匹配num=re.findall('<td class="num">(.*?)</td>',html,re.S)for each in num:    print each    num1.append(each)##############用xpath解析平台名称name=selector.xpath('//td[@class="name"]//a/text()')for each in name:    print each    name1.append(each)#############用xpath解析成交额total=selector.xpath('//td[@class="total"]/text()')for each in total:    print each    total1.append(each)#############用xpath解析综合利率rate=selector.xpath('//td[@class="rate"]/text()')for each in rate:    print each    rate1.append(each)#############用xpath解析投资人pnum=selector.xpath('//td[@class="pnum"]/text()')for each in pnum:    print each    pnum1.append(each)#############用xpath解析借款周期cycle=selector.xpath('//td[@class="cycle"]/text()')for each in cycle:    print each    cycle1.append(each)#############用xpath解析借款人p1num=selector.xpath('//td[@class="p1num"]/text()')for each in p1num:    print each    p1num1.append(each)#############用xpath解析满标速度fuload=selector.xpath('//td[@class="fuload"]/text()')for each in fuload:    print each    fuload1.append(each)#############用xpath解析累计贷款余额alltotal=selector.xpath('//td[@class="alltotal"]/text()')for each in alltotal:    print each    alltotal1.append(each)##############用xpath解析资金净流入capital=selector.xpath('//td[@class="capital"]/text()')for each in capital:    print each    capital1.append(each)data=pd.DataFrame({"排序":num1,"平台名称":name1,"成交额":total1,"综合利率":rate1,"投资人":pnum1,"借款周期":cycle1,"借款人":pnum1,"满标速度":fuload1,\                   "累计贷款余额":alltotal1,"资金净流入":capital})print data####################写入excelpd.DataFrame.to_excel(data, "C:\\wang_data.xlsx", header=True, encoding='gbk', index=False)################计算当前时间time2 = time.time()print u'ok,爬虫结束!'print u'总共耗时：' + str(time2 - time1) + 's'