元素,逐行提取出数据,存储在变量中,方便之后写入 csv 或 json 文件。 在 Python 里,如果要处理大量数据,还需要写入文件,那列表对象是很有用的。我们可以先声明一个空列表,填入最初的表头(方便以后CSV文件使用),而之后的数据只需要调用列表对象的 append 方法即可。
 这样就将打印出我们刚刚加到列表对象 rows 中的第一行表头。 你可能会注意到,我输入的表头中比网页上的表格多写了几个列名,比如 Webpage (网页)和 Description (描述),请仔细看看上面打印出的 soup 变量数据——第二行第二列的数据里,可不只有公司名字,还有公司的网址和简单描述。所以我们需要这些额外的列来存储这些数据。 下一步,我们遍历所有100行数据,提取内容,并保存到列表中。 循环读取数据的方法:
因为数据的第一行是 html 表格的表头,所以我们可以跳过不用读取它。因为表头用的是 标签,没有用 标签,所以我们只要简单地查询 标签内的数据,并且抛弃空值即可。 接着,我们将 data 的内容读取出来,赋值到变量中:  如上面的代码所示,我们按顺序将 8 个列里的内容,存储到 8 个变量中。当然,有些数据的内容还需有额外的清理,去除多余的字符,导出所需的数据。 如果我们打印出 company 变量的内容,就能发现,它不但包含了公司名称,还包括和描述。如果我们打印出 sales 变量的内容,就能发现它还包括一些备注符号等需要清除的字符。
 我们希望把 company 变量的内容分割成公司名称和描述两部分。这用几行代码就能搞定。再看看对应的 html 代码,你会发现这个单元格里还有一个 元素,这个元素里只有公司名称。另外,还有一个 链接元素,包含一个指向该公司详情页面的链接。我们一会也会用到它!  为了区分公司名称和描述两个字段,我们再用 find 方法把 元素里的内容读取出来,然后删掉或替换 company 变量中的对应内容,这样变量里就只会留下描述了。 要删除 sales 变量中的多余字符,我们用一次 strip 方法即可。  最后我们要保存的是公司网站的链接。就像上面说的,第二列中有一个指向该公司详情页面的链接。每一个公司的详情页都有一个表格,大部分情况下,表格里都有一个公司网站的链接。  检查公司详情页里,表格中的链接
为了抓取每个表格中的网址,并保存到变量里,我们需要执行以下几个步骤: 正如上面的截图那样,看过几个公司详情页之后,你就会发现,公司的网址基本上就在表格的最后一行。所以我们可以在表格的最后一行里找 元素。  同样,有可能出现最后一行没有链接的情况。所以我们增加了 try... except 语句,如果没有发现网址,则将变量设置成 None 。当我们把所有需要的数据都存在变量中的以后(还在循环体内部),我们可以把所有变量整合成一个列表,再把这个列表 append 到上面我们初始化的 rows 对象的末尾。  上面代码的最后,我们在结束循环体之后打印了一下 rows 的内容,这样你可以在把数据写入文件前,再检查一下。
最后,我们把上面获取的数据写入外部文件,方便之后的分析处理。在 Python 里,我们只需要简单的几行代码,就可以把列表对象保存成文件。
 最后我们来运行一下这个 python 代码,如果一切顺利,你就会发现一个包含了 100 行数据的 csv 文件出现在了目录中,你可以很容易地用 python 读取和处理它。 这篇简单的 Python 教程中,我们一共采取了下面几个步骤,来爬取网页内容:
如果有什么没说清楚的,欢迎大家在下面留言,我会尽可能给大家解答的! 附: 本文全部代码(https://github.com/kaparker/tutorials/blob/master/pythonscraper/websitescrapefasttrack.py) 祝你的爬虫之旅有一个美好的开始! 原作: Kerry Parker 编译:欧剃 转载请保留此信息) 编译来源:
towardsdatascience.com 如果你也想零基础学习 Python,并且完成你的第一个爬虫项目,那么优达新课《28天入门Python》很适合你,你将 前 Google 工程师亲授课程 Python 入门要点讲解 12 个随堂实战演练 从 0 到 1 完成第一个爬虫
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load:function(e){
if(window.__wxgspeeds&&(window.__wxgspeeds.mod_num=h.mod_num,window.__wxgspeeds.hit_num=h.hit_num),
!e||e.length<=0)return seajs.combo_status=seajs.COMBO_LOADED,seajs.run(),console.debug&&console.debug("[moon] load js complete, all in cache, cost time : 0ms, total count : "+h.mod_num+", hit num: "+h.hit_num),
void window.__moonclientlog.push("[moon] load js complete, all in cache, cost time : 0ms, total count : "+h.mod_num+", hit num: "+h.hit_num);
seajs.combo_status=seajs.COMBO_LOADING;
var o=0,t=+new Date;
window.__wxgspeeds&&(window.__wxgspeeds.combo_times=[],window.__wxgspeeds.combo_times.push(t)),
i(e,function(n){
h.request(n,u,function(){
if(window.__wxgspeeds&&window.__wxgspeeds.combo_times.push(+new Date),o++,o==e.length){
var n=+new Date-t;
window.__wxgspeeds&&(window.__wxgspeeds.mod_downloadtime=n),seajs.combo_status=seajs.COMBO_LOADED,
seajs.run(),console.debug&&console.debug("[moon] load js complete, url num : "+e.length+", total mod count : "+h.mod_num+", hit num: "+h.hit_num+", use time : "+n+"ms"),
window.__moonclientlog.push("[moon] load js complete, url num : "+e.length+", total mod count : "+h.mod_num+", hit num: "+h.hit_num+", use time : "+n+"ms");
}
});
});
},
request:function(o,n,r){
if(o){
n=n||0,o.indexOf("mp.weixin.qq.com")>-1&&((new Image).src=location.protocol+"//mp.weixin.qq.com/mp/jsmonitor?idkey=27613_32_1&r="+Math.random(),
window.__moon_report([{
offset:_,
log:"load_script_from_mp: "+o
}],1));
var i=-1;
window.__DEBUGINFO&&(__DEBUGINFO.res_list||(__DEBUGINFO.res_list=[]),__DEBUGINFO.res_list.push({
type:"js",
status:"pendding",
start:+new Date,
end:0,
url:o
}),i=__DEBUGINFO.res_list.length-1),-1!=location.search.indexOf("no_lshttps=1")&&(o=o.replace("http://","https://"));
var a=document.createElement("script");
a.src=o,a.type="text/javascript",a.async=!0,a.down_time=+new Date,a.onerror=function(s){
t(i,"status","error"),t(i,"end",+new Date);
var _=new Error(s);
if(n>=0)if(w>n){
var l=o.replace("res.wx.qq.com","mp.weixin.qq.com");
h.request(l,n,r);
}else h.request(o,n,r);else window.__moon_report&&window.__moon_report([{
offset:c,
log:"load_script_error: "+o,
e:_
}],1);
if(n==w-1&&window.__moon_report([{
offset:d,
log:"load_script_error: "+o,
e:_
}],1),-1==n){
var u="ua: "+window.navigator.userAgent+", time="+(+new Date-a.down_time)+", load_script_error -1 : "+o;
window.__moon_report([{
offset:m,
log:u
}],1);
}
window.__moonclientlog.push("moon load js error : "+o+", error -> "+_.toString()),
e("moon_request_error url:"+o);
},"undefined"!=typeof moon_crossorigin&&moon_crossorigin&&a.setAttribute("crossorigin",!0),
a.onload=a.onreadystatechange=function(){
t(i,"status","loaded"),t(i,"end",+new Date),!a||a.readyState&&!/loaded|complete/.test(a.readyState)||(t(i,"status","200"),
a.onload=a.onreadystatechange=null,"function"==typeof r&&r());
},n--,s.appendChild(a),e("moon_request url:"+o+" retry:"+n);
}
},
setItem:function(e,o){
!!a&&a.setItem(e,o);
},
clear:function(){
a&&(i(a,function(e,o){
~o.indexOf(h.prefix)&&a.removeItem(o);
}),console.debug&&console.debug("[moon] clear"));
},
idkeyReport:function(e,o,t){
t=t||1;
var n=e+"_"+o+"_"+t;
(new Image).src="/mp/jsmonitor?idkey="+n+"&r="+Math.random();
}
};
seajs&&seajs.use&&"string"==typeof window.__moon_mainjs&&seajs.use(window.__moon_mainjs),
window.moon=h;
}(window),function(){
try{
Math.random()<1;
}catch(e){}
}(),window.moon.init();
};
e(),!!window.__moon_initcallback&&window.__moon_initcallback(),window.__wxgspeeds&&(window.__wxgspeeds.moonendtime=+new Date);
}
}
__moonf__(); }, 25);
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