Task4、获得页面数据 - 数据存储
4.1、存储方式
爬虫请求解析后的数据，需要保存下来，才能进行下一步的处理，一般保存数据的方式有如下几种：
- 文件：txt、csv、excel、json等，保存数据量小。
- 关系型数据库：mysql、oracle等，保存数据量大。
- 非关系型数据库：Mongodb、Redis等键值对形式存储数据，保存数据量大。
- 二进制文件：保存爬取的图片、视频、音频等格式数据。
使用open()方法写入文件
首先，爬取豆瓣读书《平凡的世界》的1页短评信息，然后保存到文件中。
import requests
from lxml import etree
url = 'https://book.douban.com/subject/1200840/comments/'
headers = {
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36"
}
comments_list = [] #初始化用于保存短评的列表
response = requests.get(url=url,headers=headers) # 请求页面
html = etree.HTML(response.text)
lis = html.xpath('//*[@id="comments"]/div[1]/ul/li/div[2]/p/span') # 获取每一个评论
for li in lis:
result = li.xpath('./text()')
comments_list.append(''.join(result)) # ''.join() 可以将列表转化为字符串
print(comments_list)
['忍着终于听完，长吁一口气。“生活啊，你是多么的变幻莫测”一类无病呻吟听多了，李野墨语重心长的声音现在还赖在耳边不走。每当作者摆出振聋启聩的架势，等说出道理却不过是无谓与无根的感怀，我的耐心就被削去一层。写农村是书中最上乘的部分，有血有肉。但描述官场占据大段篇幅，人物如脸谱般单调羸弱，官话连篇难以下咽。我不赞成作者极力宣扬的价值观。人经受苦难不可怕，可怕的是对苦难的偏好。书中优秀的都市女性前赴后继拜倒在农村青年的高贵思想前，后者十分感动但是出于各种原因拒绝了她们。这是官宦千金爱上穷书生的翻版。出现一次是美好，可一个个都这样算怎么回事。作品的全知视角采取一种讲课口吻，文字似未精炼，叙述常重复，正如生怕学生忘了重点。假如你对自己的价值观延续千年没有十足把握，最好不要采取这么强势的叙述态度。', '叙事手法平庸，平铺直叙，几乎毫无戏剧性可言；从文字到字里行间透露出的思想也是平庸之极。匠气十足的通俗文学作品，坚持读了一百多页后实在难以再读下去。真不明白八九十年代为什么会把这部作品捧得如此之高，也不明白它是怎样获得茅盾文学奖的。', '豆瓣的短评实在让人惊讶，如此伟大的作品竟被人唾弃的一文不值，不过仔细想来也不觉得有多么奇怪了，只怕随着时间的推移，越来越多的人将其视为垃圾也不尽然。当然，于是这又增添了一种悲哀了', '每次都是连第一本的一半都看不完就弃了，真心觉得无聊。同期的《白鹿原》和《废都》我都看得很欢乐。谁能告诉我为什么这套的评价那么高....', '应该拿诺贝尔文学奖的巨著，缺乏犀利严峻现实题材的中国，有这样的小说实在是凤毛麟角，更凸显其可贵。最难得的一点是，文笔还特别舒服。', '文学价值真的是不咋高', '十几年前，我觉得这本书很牛逼。现在重读，整个儿就一乡村版琼瑶，如此而已。', '是不是我粗俗。真的好无聊', '小说写得气势磅礴。作者标榜自己是现实主义，可是个人认为，这部巨著是完美的理想主义作品。', '依然记得读这本书时的震动，彼时十多岁的我正是看漫画过多对文字突然摄入无能的阶段，可这部浸满生活与存在的油腻的大部头，突如其来，矫正了我对于文字的敏感度，从此，我又能读书了，感谢它。', '改革如能继续，孙少平的创业史本可以成为一个“中国梦”的典范（用马列文论的话讲叫“典型形象”），可惜政改的倒退和一轮接一轮的权力寻租叫醒了所有怀揣同样梦想的人。今天看来，路遥所描绘的那个“平凡的世界”俨然《新闻联播》里的世界。', '能够改变人生的那一类书', '虚伪', '如题，确实只是个平凡的世界', '叙事语言平庸、充满革命激情的抒情语调，歌颂苦难，知识分子千金和农村小子忠贞不渝的恋情，况且一点思想性都没有，文笔这么差的书还可以获茅盾文学奖。大概是政治比较正确吧', '一般吧 可以不看', '太做作了，匠气浓郁。\n好像时时刻刻都在高潮。', '大二，每天废寝忘食看得兴起，总是让室友从食堂打饭回来给我送给养，三本书快看完的时候又到了饭点，睡在我上铺的兄弟探下头贱贱地对我说“哎～贺哥～吃饭去吧～别看啦…田晓霞死了…”“次…奥” 事隔几年我仍旧忘不了我那时的心情和他上扬的嘴角。这是我人生到目前为止遇到的最惨烈的剧透。', '一直都看的很受教育，但是把田晓霞写死这点太狗血了，就好像这个天使一样的女子已经脱离了作者的掌控，作者一气之下杀掉了她一样。除了这点，以及对中国官员过于温和的描写，我认为可以给满分。', '还是更能被余华的作品打动']
保存数据到txt
将上述爬取的列表数据保存到txt文件：
with open('comments.txt', 'w', encoding='utf-8') as f: #使用with open()新建对象f
# 将列表中的数据循环写入到文本文件中
for i in comments_list:
f.write(i+"\n") #写入数据
打开方式
-
r：以只读方式打开文件。文件的指针将会放在文件的开头。这是默认模式。
-
rb：以二进制只读方式打开一个文件。文件指针将会放在文件的开头。
-
r+：以读写方式打开一个文件。文件指针将会放在文件的开头。
-
rb+：以二进制读写方式打开一个文件。文件指针将会放在文件的开头。
-
w：以写入方式打开一个文件。如果该文件已存在，则将其覆盖。如果该文件不存在，则创建新文件。
-
wb：以二进制写入方式打开一个文件。如果该文件已存在，则将其覆盖。如果该文件不存在，则创建新文件。
-
w+：以读写方式打开一个文件。如果该文件已存在，则将其覆盖。如果该文件不存在，则创建新文件。
-
wb+：以二进制读写格式打开一个文件。如果该文件已存在，则将其覆盖。如果该文件不存在，则创建新文件。
-
a：以追加方式打开一个文件。如果该文件已存在，文件指针将会放在文件结尾。也就是说，新的内容将会被写入到已有内容之后。如果该文件不存在，则创建新文件来写入。
-
ab：以二进制追加方式打开一个文件。如果该文件已存在，则文件指针将会放在文件结尾。也就是说，新的内容将会被写入到已有内容之后。如果该文件不存在，则创建新文件来写入。
-
a+：以读写方式打开一个文件。如果该文件已存在，文件指针将会放在文件的结尾。文件打开时会是追加模式。如果该文件不存在，则创建新文件来读写。
-
ab+：以二进制追加方式打开一个文件。如果该文件已存在，则文件指针将会放在文件结尾。如果该文件不存在，则创建新文件用于读写。
保存数据到csv
CSV（Comma-Separated Values、逗号分隔值或字符分割值）是一种以纯文件方式进行数据记录的存储格式，保存csv文件，需要使用python的内置模块csv。
写入列表或者元组数据：创建writer对象，使用writerow()写入一行数据，使用writerows()方法写入多行数据。
import csv
headers = ['No','name','age']
values = [
['01','Blue',18],
['02','Lble',19],
['03','Uble',20],
]
with open('test1.csv','w',newline='') as fp:
# 获取对象
writer = csv.writer(fp)
# 写入数据
writer.writerow(headers) #写入表头
writer.writerows(values) # 写入数据
读取csv文件
我们同样可以使用 csv 库来读取 CSV 文件。例如，将刚才写入的文件内容读取出来，相关代码如下：
import csv
with open('/home/mw/project/test1.csv', 'r', encoding='utf-8') as csvfile:
reader = csv.reader(csvfile)
for row in reader:
print(row)
['No', 'name', 'age']
['01', 'Blue', '18']
['02', 'Lble', '19']
['03', 'Uble', '20']
这里我们构造的是 Reader 对象，通过遍历输出了每行的内容，每一行都是一个列表形式。注意，如果 CSV 文件中包含中文的话，还需要指定文件编码。
另外，如果接触过 pandas 的话，可以利用 read_csv() 方法将数据从 CSV 中读取出来，例如：
import pandas as pd
df = pd.read_csv('/home/mw/project/test1.csv')
print(df)
No name age
0 1 Blue 18
1 2 Lble 19
2 3 Uble 20
import requests
from lxml import etree
url = 'https://book.douban.com/subject/1200840/comments/'
headers = {
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36"
}
comments_list = [] #初始化用于保存短评的列表
response = requests.get(url=url,headers=headers) # 请求页面
html = etree.HTML(response.text)
lis = html.xpath('//*[@id="comments"]/div[1]/ul/li/div[2]/p/span') # 获取每一个评论
for li in lis:
result = li.xpath('./text()')
comments_list.append(''.join(result)) # ''.join() 可以将列表转化为字符串
new_list = [[x] for x in comments_list] # 列表生成器，将列表项转为子列表
with open("comments.csv", mode="w", newline="", encoding="utf-8") as f:
csv_file = csv.writer(f) # 创建CSV文件写入对象
for i in new_list:
csv_file.writerow(i)
# 读取刚刚保存的csv文件
with open('/home/mw/project/comments.csv', 'r', encoding='utf-8') as csvfile:
reader = csv.reader(csvfile)
for row in reader:
print(row)
['忍着终于听完，长吁一口气。“生活啊，你是多么的变幻莫测”一类无病呻吟听多了，李野墨语重心长的声音现在还赖在耳边不走。每当作者摆出振聋启聩的架势，等说出道理却不过是无谓与无根的感怀，我的耐心就被削去一层。写农村是书中最上乘的部分，有血有肉。但描述官场占据大段篇幅，人物如脸谱般单调羸弱，官话连篇难以下咽。我不赞成作者极力宣扬的价值观。人经受苦难不可怕，可怕的是对苦难的偏好。书中优秀的都市女性前赴后继拜倒在农村青年的高贵思想前，后者十分感动但是出于各种原因拒绝了她们。这是官宦千金爱上穷书生的翻版。出现一次是美好，可一个个都这样算怎么回事。作品的全知视角采取一种讲课口吻，文字似未精炼，叙述常重复，正如生怕学生忘了重点。假如你对自己的价值观延续千年没有十足把握，最好不要采取这么强势的叙述态度。']
['叙事手法平庸，平铺直叙，几乎毫无戏剧性可言；从文字到字里行间透露出的思想也是平庸之极。匠气十足的通俗文学作品，坚持读了一百多页后实在难以再读下去。真不明白八九十年代为什么会把这部作品捧得如此之高，也不明白它是怎样获得茅盾文学奖的。']
['豆瓣的短评实在让人惊讶，如此伟大的作品竟被人唾弃的一文不值，不过仔细想来也不觉得有多么奇怪了，只怕随着时间的推移，越来越多的人将其视为垃圾也不尽然。当然，于是这又增添了一种悲哀了']
['每次都是连第一本的一半都看不完就弃了，真心觉得无聊。同期的《白鹿原》和《废都》我都看得很欢乐。谁能告诉我为什么这套的评价那么高....']
['应该拿诺贝尔文学奖的巨著，缺乏犀利严峻现实题材的中国，有这样的小说实在是凤毛麟角，更凸显其可贵。最难得的一点是，文笔还特别舒服。']
['文学价值真的是不咋高']
['十几年前，我觉得这本书很牛逼。现在重读，整个儿就一乡村版琼瑶，如此而已。']
['是不是我粗俗。真的好无聊']
['小说写得气势磅礴。作者标榜自己是现实主义，可是个人认为，这部巨著是完美的理想主义作品。']
['依然记得读这本书时的震动，彼时十多岁的我正是看漫画过多对文字突然摄入无能的阶段，可这部浸满生活与存在的油腻的大部头，突如其来，矫正了我对于文字的敏感度，从此，我又能读书了，感谢它。']
['改革如能继续，孙少平的创业史本可以成为一个“中国梦”的典范（用马列文论的话讲叫“典型形象”），可惜政改的倒退和一轮接一轮的权力寻租叫醒了所有怀揣同样梦想的人。今天看来，路遥所描绘的那个“平凡的世界”俨然《新闻联播》里的世界。']
['能够改变人生的那一类书']
['虚伪']
['如题，确实只是个平凡的世界']
['叙事语言平庸、充满革命激情的抒情语调，歌颂苦难，知识分子千金和农村小子忠贞不渝的恋情，况且一点思想性都没有，文笔这么差的书还可以获茅盾文学奖。大概是政治比较正确吧']
['一般吧 可以不看']
['太做作了，匠气浓郁。\n好像时时刻刻都在高潮。']
['大二，每天废寝忘食看得兴起，总是让室友从食堂打饭回来给我送给养，三本书快看完的时候又到了饭点，睡在我上铺的兄弟探下头贱贱地对我说“哎～贺哥～吃饭去吧～别看啦…田晓霞死了…”“次…奥” 事隔几年我仍旧忘不了我那时的心情和他上扬的嘴角。这是我人生到目前为止遇到的最惨烈的剧透。']
['一直都看的很受教育，但是把田晓霞写死这点太狗血了，就好像这个天使一样的女子已经脱离了作者的掌控，作者一气之下杀掉了她一样。除了这点，以及对中国官员过于温和的描写，我认为可以给满分。']
['还是更能被余华的作品打动']
使用pandas保存数据
pandas支持多种文件格式的读写，最常用的就是csv和excel数据的操作，因为直接读取的数据是数据框格式，所以在爬虫、数据分析中使用非常广泛。
一般，将爬取到的数据储存为DataFrame对象（DataFrame 是一个表格或者类似二维数组的结构，它的各行表示一个实例，各列表示一个变量）。
pandas保存数据到excel、csv
pandas保存excel、csv，非常简单，两行代码就可以搞定：
df = pd.DataFrame(comments_list) # 把comments_list列表转换为pandas DataFrame df.to_excel('comments.xlsx') # 保存到excel表格 df.to_csv('comments.csv') # 保存在csv文件
4.2 某热点网站集合实战
import requests
from lxml import etree
headers = {
'Connection': 'keep-alive',
'Cache-Control': 'max-age=0',
'Upgrade-Insecure-Requests': '1',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.63 Safari/537.36',
'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
'Referer': 'http://hot.meibp.com/',
'Accept-Language': 'zh-CN,zh;q=0.9',
}
response = requests.get("http://hot.meibp.com/", headers=headers, verify=False)
html = etree.HTML(response.text)
titles = html.xpath('//*[@id="hot"]/div/div/div/div/div[1]/a/@title')
links = html.xpath('//*[@id="hot"]/div/div/div/div/div[1]/a/@href')
results = []
for i in range(len(titles)):
result = {
'标题': titles[i],
'链接': links[i]
}
print(result)
results.append(result)
{'标题': '武大靖抢跑出局', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E6%25AD%25A6%25E5%25A4%25A7%25E9%259D%2596%25E6%258A%25A2%25E8%25B7%2591%25E5%2587%25BA%25E5%25B1%2580%26Refer%3Dmeibp'}
{'标题': '上海游客闫某姜某病毒株型为德尔塔', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E4%25B8%258A%25E6%25B5%25B7%25E6%25B8%25B8%25E5%25AE%25A2%25E9%2597%25AB%25E6%259F%2590%25E5%25A7%259C%25E6%259F%2590%25E7%2597%2585%25E6%25AF%2592%25E6%25A0%25AA%25E5%259E%258B%25E4%25B8%25BA%25E5%25BE%25B7%25E5%25B0%2594%25E5%25A1%2594%26Refer%3Dmeibp'}
{'标题': '博士妈妈被女儿写作业逼哭', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E5%258D%259A%25E5%25A3%25AB%25E5%25A6%2588%25E5%25A6%2588%25E8%25A2%25AB%25E5%25A5%25B3%25E5%2584%25BF%25E5%2586%2599%25E4%25BD%259C%25E4%25B8%259A%25E9%2580%25BC%25E5%2593%25AD%26Refer%3Dmeibp'}
{'标题': '隔壁老樊不记得李莎旻子手机号', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E9%259A%2594%25E5%25A3%2581%25E8%2580%2581%25E6%25A8%258A%25E4%25B8%258D%25E8%25AE%25B0%25E5%25BE%2597%25E6%259D%258E%25E8%258E%258E%25E6%2597%25BB%25E5%25AD%2590%25E6%2589%258B%25E6%259C%25BA%25E5%258F%25B7%26Refer%3Dmeibp'}
{'标题': '赵文卓太太终于坐不住了', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E8%25B5%25B5%25E6%2596%2587%25E5%258D%2593%25E5%25A4%25AA%25E5%25A4%25AA%25E7%25BB%2588%25E4%25BA%258E%25E5%259D%2590%25E4%25B8%258D%25E4%25BD%258F%25E4%25BA%2586%26Refer%3Dmeibp'}
{'标题': '台积电将向美国提交机密数据', '链接': '/link.html?target=https%3A%2F%2Fs.weibo.com%2Fweibo%3Fq%3D%25E5%258F%25B0%25E7%25A7%25AF%25E7%2594%25B5%25E5%25B0%2586%25E5%2590%2591%25E7%25BE%258E%25E5%259B%25BD%25E6%258F%2590%25E4%25BA%25A4%25E6%259C%25BA%25E5%25AF%2586%25E6%2595%25B0%25E6%258D%25AE%26Refer%3Dmeibp'}
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{'标题': '美国片场再现误杀', '链接': '/link.html?target=https%3A%2F%2Fquanmin.baidu.com%2Fquery%2F%25E7%25BE%258E%25E5%259B%25BD%25E7%2589%2587%25E5%259C%25BA%25E5%2586%258D%25E7%258E%25B0%25E8%25AF%25AF%25E6%259D%2580'}
{'标题': '李云迪微博账号被禁言', '链接': '/link.html?target=https%3A%2F%2Fquanmin.baidu.com%2Fquery%2F%25E6%259D%258E%25E4%25BA%2591%25E8%25BF%25AA%25E5%25BE%25AE%25E5%258D%259A%25E8%25B4%25A6%25E5%258F%25B7%25E8%25A2%25AB%25E7%25A6%2581%25E8%25A8%2580'}
{'标题': '王珞丹成被执行人', '链接': '/link.html?target=https%3A%2F%2Fquanmin.baidu.com%2Fquery%2F%25E7%258E%258B%25E7%258F%259E%25E4%25B8%25B9%25E6%2588%2590%25E8%25A2%25AB%25E6%2589%25A7%25E8%25A1%258C%25E4%25BA%25BA'}
{'标题': '自驾游旅行团全确诊', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E8%2587%25AA%25E9%25A9%25BE%25E6%25B8%25B8%25E6%2597%2585%25E8%25A1%258C%25E5%259B%25A2%25E5%2585%25A8%25E7%25A1%25AE%25E8%25AF%258A'}
{'标题': '家长反映问题被拘', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E5%25AE%25B6%25E9%2595%25BF%25E5%258F%258D%25E6%2598%25A0%25E9%2597%25AE%25E9%25A2%2598%25E8%25A2%25AB%25E6%258B%2598'}
{'标题': '李子柒:我不缺勇气', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E6%259D%258E%25E5%25AD%2590%25E6%259F%2592%253A%25E6%2588%2591%25E4%25B8%258D%25E7%25BC%25BA%25E5%258B%2587%25E6%25B0%2594'}
{'标题': '于月仙车祸司机全责', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E4%25BA%258E%25E6%259C%2588%25E4%25BB%2599%25E8%25BD%25A6%25E7%25A5%25B8%25E5%258F%25B8%25E6%259C%25BA%25E5%2585%25A8%25E8%25B4%25A3'}
{'标题': '确诊人员曾游悬空寺', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E7%25A1%25AE%25E8%25AF%258A%25E4%25BA%25BA%25E5%2591%2598%25E6%259B%25BE%25E6%25B8%25B8%25E6%2582%25AC%25E7%25A9%25BA%25E5%25AF%25BA'}
{'标题': '霍华德与浓眉闹内讧', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E9%259C%258D%25E5%258D%258E%25E5%25BE%25B7%25E4%25B8%258E%25E6%25B5%2593%25E7%259C%2589%25E9%2597%25B9%25E5%2586%2585%25E8%25AE%25A7'}
{'标题': '短道速滑韩选手内讧', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E7%259F%25AD%25E9%2581%2593%25E9%2580%259F%25E6%25BB%2591%25E9%259F%25A9%25E9%2580%2589%25E6%2589%258B%25E5%2586%2585%25E8%25AE%25A7'}
{'标题': '洽洽瓜子宣布涨价', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E6%25B4%25BD%25E6%25B4%25BD%25E7%2593%259C%25E5%25AD%2590%25E5%25AE%25A3%25E5%25B8%2583%25E6%25B6%25A8%25E4%25BB%25B7'}
{'标题': '第一炉香豆瓣评分低', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E7%25AC%25AC%25E4%25B8%2580%25E7%2582%2589%25E9%25A6%2599%25E8%25B1%2586%25E7%2593%25A3%25E8%25AF%2584%25E5%2588%2586%25E4%25BD%258E'}
{'标题': '二手车推销媛', '链接': '/link.html?target=https%3A%2F%2Fhaokan.baidu.com%2Fweb%2Fsearch%2Fpage%3Fquery%3D%25E4%25BA%258C%25E6%2589%258B%25E8%25BD%25A6%25E6%258E%25A8%25E9%2594%2580%25E5%25AA%259B'}
{'标题': '钢琴家李云迪涉嫖娼被行拘，参演综艺被打码 ，相关内容全下架', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021511469002984717%2F%3Fregion%3DCN%26mid%3D7021511557008214791%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '这样认真提醒的一休哥还有哪儿可以领？#抖音氧气时刻 ', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7016959587924446477%2F%3Fregion%3DCN%26mid%3D7016959664696904484%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '江苏一女子养了20年的乌龟被偷，找到时已经成了下酒菜，只剩下乌龟骨头残渣和乌龟壳', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021706245912546567%2F%3Fregion%3DCN%26mid%3D7021706439001459470%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '拜登问家乡父老：你们知道中国高铁有多快吗？时速将达到300英里', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021710934250933534%2F%3Fregion%3DCN%26mid%3D7021711145585216263%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '好男人不是那么好当的。#关宝正能量喜剧 @关宝他爸 @小不点', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021472867908963623%2F%3Fregion%3DCN%26mid%3D7021472881683057444%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '表演个小节目，祝大家早睡快乐～晚安❤️#抖音氧气时刻 ', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7016958588346240269%2F%3Fregion%3DCN%26mid%3D7016958656323324679%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '网传成都一大巴车冲下大桥，官方通报来了！#最新消息 #交通 #成都 ', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021791999921523981%2F%3Fregion%3DCN%26mid%3D7021792165432986382%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '#周冬雨 黑色抹胸开叉礼服裙搭配经典问号项链 今天是闪闪发光的冬雨', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021494408184974603%2F%3Fregion%3DCN%26mid%3D7011100352389155621%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '10月21日晚，李云迪嫖娼被拘，22日，福建漳州一男子把音乐室里的李云迪挂图撕了下来。', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021764916147129637%2F%3Fregion%3DCN%26mid%3D7021765076340837133%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
{'标题': '它是核磁共振，相比CT副作用极罕见。但它本质上是超导大磁铁，强度是地球5万倍。做检查时别带金属，不然会被夹死。 ', '链接': '/link.html?target=https%3A%2F%2Fwww.iesdouyin.com%2Fshare%2Fvideo%2F7021803742357949732%2F%3Fregion%3DCN%26mid%3D7021803918468582181%26u_code%3D0%26titleType%3Dtitle%26did%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26iid%3DMS4wLjABAAAANwkJuWIRFOzg5uCpDRpMj4OX-QryoDgn-yYlXQnRwQQ%26with_sec_did%3D1'}
import json
with open('data.json', 'w') as file:
file.write(json.dumps(results, indent=2))
Task4、作业
目标网站： 123.meibp.com/neirongyuny…
目标：通过以下获取html提取内容，保存方式建议excel、csv既可
!! 温馨提示，该项目只作为练习，切勿做出对目标网站有所压力的行为
import requests
from lxml import etree
headers = {
'Connection': 'keep-alive',
'Cache-Control': 'max-age=0',
'Upgrade-Insecure-Requests': '1',
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/93.0.4577.63 Safari/537.36',
'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9',
'Referer': 'http://hot.meibp.com/',
'Accept-Language': 'zh-CN,zh;q=0.9',
}
response = requests.get("http://123.meibp.com/neirongyunying", headers=headers, verify=False)
html = etree.HTML(response.text)
item_num=len(html.xpath('//*[@id="64"]/div/div/div'))
print(item_num)
titles = html.xpath('//*[@id="64"]/div/div/div/div/a/@title')
links = html.xpath('//*[@id="64"]/div/div/div/div/a/@href')
results = []
for i in range(len(titles)):
result = {
'标题': titles[i],
'链接': links[i]
}
print(result)
results.append(result)
import json
with open('my_data.json', 'w') as file:
file.write(json.dumps(results, indent=2))
print("数据已写入: my_data.json")
99
{'标题': '《头条热榜》官网', '链接': 'http://123.meibp.com/8747.html'}
{'标题': '《头条热榜》', '链接': 'http://123.meibp.com/8747.html'}
{'标题': '《实时热搜榜》官网', '链接': 'http://123.meibp.com/2690.html'}
{'标题': '《实时热搜榜》', '链接': 'http://123.meibp.com/2690.html'}
{'标题': '《UC热点》官网', '链接': 'http://123.meibp.com/8857.html'}
{'标题': '《UC热点》', '链接': 'http://123.meibp.com/8857.html'}
{'标题': '《鱼塘热榜》官网', '链接': 'http://123.meibp.com/8878.html'}
{'标题': '《鱼塘热榜》', '链接': 'http://123.meibp.com/8878.html'}
{'标题': '《微博热点》官网', '链接': 'http://123.meibp.com/6349.html'}
{'标题': '《微博热点》', '链接': 'http://123.meibp.com/6349.html'}
{'标题': '《热搜榜》官网', '链接': 'http://123.meibp.com/9096.html'}
{'标题': '《热搜榜》', '链接': 'http://123.meibp.com/9096.html'}
{'标题': '《广告门指数》官网', '链接': 'http://123.meibp.com/3570.html'}
{'标题': '《广告门指数》', '链接': 'http://123.meibp.com/3570.html'}
{'标题': '《媒帮派热点神器》官网', '链接': 'http://123.meibp.com/1351.html'}
{'标题': '《媒帮派热点神器》', '链接': 'http://123.meibp.com/1351.html'}
{'标题': '《每日热点 - 星网大数据》官网', '链接': 'http://123.meibp.com/6314.html'}
{'标题': '《每日热点 - 星网大数据》', '链接': 'http://123.meibp.com/6314.html'}
{'标题': '《新浪微博指数》官网', '链接': 'http://123.meibp.com/645.html'}
{'标题': '《新浪微博指数》', '链接': 'http://123.meibp.com/645.html'}
{'标题': '《搜狗微信》官网', '链接': 'http://123.meibp.com/646.html'}
{'标题': '《搜狗微信》', '链接': 'http://123.meibp.com/646.html'}
{'标题': '《百度指数》官网', '链接': 'http://123.meibp.com/643.html'}
{'标题': '《百度指数》', '链接': 'http://123.meibp.com/643.html'}
{'标题': '《360趋势》官网', '链接': 'http://123.meibp.com/705.html'}
{'标题': '《360趋势》', '链接': 'http://123.meibp.com/705.html'}
{'标题': '《阿拉丁指数—全网小程序观察与连接平台》官网', '链接': 'http://123.meibp.com/1058.html'}
{'标题': '《阿拉丁指数—全网小程序观察与连接平台》', '链接': 'http://123.meibp.com/1058.html'}
{'标题': '《人气精选_排行榜-喜马拉雅FM》官网', '链接': 'http://123.meibp.com/1369.html'}
{'标题': '《人气精选_排行榜-喜马拉雅FM》', '链接': 'http://123.meibp.com/1369.html'}
{'标题': '《店查查 天猫淘宝店铺数据查询》官网', '链接': 'http://123.meibp.com/1317.html'}
{'标题': '《店查查 天猫淘宝店铺数据查询》', '链接': 'http://123.meibp.com/1317.html'}
{'标题': '《直播平台网红主播排名榜 - 主播八卦网》官网', '链接': 'http://123.meibp.com/8925.html'}
{'标题': '《直播平台网红主播排名榜 - 主播八卦网》', '链接': 'http://123.meibp.com/8925.html'}
{'标题': '《虎牙风云榜》官网', '链接': 'http://123.meibp.com/8924.html'}
{'标题': '《虎牙风云榜》', '链接': 'http://123.meibp.com/8924.html'}
{'标题': '《实时电视收视率查询》官网', '链接': 'http://123.meibp.com/2354.html'}
{'标题': '《实时电视收视率查询》', '链接': 'http://123.meibp.com/2354.html'}
{'标题': '《主播排行榜_直播排行_主播数据分析_主播权重-头榜数据toubang.tv》官网', '链接': 'http://123.meibp.com/6705.html'}
{'标题': '《主播排行榜_直播排行_主播数据分析_主播权重-头榜数据toubang.tv》', '链接': 'http://123.meibp.com/6705.html'}
{'标题': '《搜狗热搜榜》官网', '链接': 'http://123.meibp.com/783.html'}
{'标题': '《搜狗热搜榜》', '链接': 'http://123.meibp.com/783.html'}
{'标题': '《中国娱乐指数》官网', '链接': 'http://123.meibp.com/2233.html'}
{'标题': '《中国娱乐指数》', '链接': 'http://123.meibp.com/2233.html'}
{'标题': '《领库》官网', '链接': 'http://123.meibp.com/995.html'}
{'标题': '《领库》', '链接': 'http://123.meibp.com/995.html'}
{'标题': '《艾瑞指数 - 互联网用户行为洞察》官网', '链接': 'http://123.meibp.com/1059.html'}
{'标题': '《艾瑞指数 - 互联网用户行为洞察》', '链接': 'http://123.meibp.com/1059.html'}
{'标题': '《公众号榜单-次幂数据》官网', '链接': 'http://123.meibp.com/9081.html'}
{'标题': '《公众号榜单-次幂数据》', '链接': 'http://123.meibp.com/9081.html'}
{'标题': '《微信小程序指数-艾瑞数据》官网', '链接': 'http://123.meibp.com/1305.html'}
{'标题': '《微信小程序指数-艾瑞数据》', '链接': 'http://123.meibp.com/1305.html'}
{'标题': '《淘宝行业排行榜-要免费流量，就找流量捕手》官网', '链接': 'http://123.meibp.com/1325.html'}
{'标题': '《淘宝行业排行榜-要免费流量，就找流量捕手》', '链接': 'http://123.meibp.com/1325.html'}
{'标题': '《hao123搜索风云榜_hao123上网导航》官网', '链接': 'http://123.meibp.com/1324.html'}
{'标题': '《hao123搜索风云榜_hao123上网导航》', '链接': 'http://123.meibp.com/1324.html'}
{'标题': '《短鱼儿(原抖大大) - 短鱼儿官网 - 直播短视频产业链服务商》官网', '链接': 'http://123.meibp.com/6481.html'}
{'标题': '《短鱼儿(原抖大大) - 短鱼儿官网 - 直播短视频产业链服务商》', '链接': 'http://123.meibp.com/6481.html'}
{'标题': '《漫画排行榜_动漫屋》官网', '链接': 'http://123.meibp.com/2234.html'}
{'标题': '《漫画排行榜_动漫屋》', '链接': 'http://123.meibp.com/2234.html'}
{'标题': '《艾媒金榜-新经济行业榜单》官网', '链接': 'http://123.meibp.com/2223.html'}
{'标题': '《艾媒金榜-新经济行业榜单》', '链接': 'http://123.meibp.com/2223.html'}
{'标题': '《果汁排行榜 - 各类榜单排名大全》官网', '链接': 'http://123.meibp.com/2179.html'}
{'标题': '《果汁排行榜 - 各类榜单排名大全》', '链接': 'http://123.meibp.com/2179.html'}
{'标题': '《爱奇艺指数》官网', '链接': 'http://123.meibp.com/6380.html'}
{'标题': '《爱奇艺指数》', '链接': 'http://123.meibp.com/6380.html'}
{'标题': '《抖大大数据_用数据实现抖音增粉》官网', '链接': 'http://123.meibp.com/789.html'}
{'标题': '《抖大大数据_用数据实现抖音增粉》', '链接': 'http://123.meibp.com/789.html'}
{'标题': '《交通指数》官网', '链接': 'http://123.meibp.com/6381.html'}
{'标题': '《交通指数》', '链接': 'http://123.meibp.com/6381.html'}
{'标题': '《当当畅销图书排行榜》官网', '链接': 'http://123.meibp.com/2221.html'}
{'标题': '《当当畅销图书排行榜》', '链接': 'http://123.meibp.com/2221.html'}
{'标题': '《清博大数据》官网', '链接': 'http://123.meibp.com/644.html'}
{'标题': '《清博大数据》', '链接': 'http://123.meibp.com/644.html'}
{'标题': '《公众号趋势查询》官网', '链接': 'http://123.meibp.com/6379.html'}
{'标题': '《公众号趋势查询》', '链接': 'http://123.meibp.com/6379.html'}
{'标题': '《Android 热门手机游戏排行榜》官网', '链接': 'http://123.meibp.com/2227.html'}
{'标题': '《Android 热门手机游戏排行榜》', '链接': 'http://123.meibp.com/2227.html'}
{'标题': '《媒体微博排行榜》官网', '链接': 'http://123.meibp.com/495.html'}
{'标题': '《媒体微博排行榜》', '链接': 'http://123.meibp.com/495.html'}
{'标题': '《单机游戏排行榜》官网', '链接': 'http://123.meibp.com/2226.html'}
{'标题': '《单机游戏排行榜》', '链接': 'http://123.meibp.com/2226.html'}
{'标题': '《知乎热榜 - 知乎》官网', '链接': 'http://123.meibp.com/6350.html'}
{'标题': '《知乎热榜 - 知乎》', '链接': 'http://123.meibp.com/6350.html'}
{'标题': '《热门视频排行 - AcFun弹幕视频网》官网', '链接': 'http://123.meibp.com/2203.html'}
{'标题': '《热门视频排行 - AcFun弹幕视频网》', '链接': 'http://123.meibp.com/2203.html'}
{'标题': '《新媒体价值排行》官网', '链接': 'http://123.meibp.com/2355.html'}
{'标题': '《新媒体价值排行》', '链接': 'http://123.meibp.com/2355.html'}
{'标题': '《今日热榜官网》官网', '链接': 'http://123.meibp.com/2314.html'}
{'标题': '《今日热榜官网》', '链接': 'http://123.meibp.com/2314.html'}
{'标题': '《头条指数》官网', '链接': 'http://123.meibp.com/1015.html'}
{'标题': '《头条指数》', '链接': 'http://123.meibp.com/1015.html'}
{'标题': '《IT产品排行榜》官网', '链接': 'http://123.meibp.com/2219.html'}
{'标题': '《IT产品排行榜》', '链接': 'http://123.meibp.com/2219.html'}
{'标题': '《百度搜索风云榜》官网', '链接': 'http://123.meibp.com/6351.html'}
{'标题': '《百度搜索风云榜》', '链接': 'http://123.meibp.com/6351.html'}
{'标题': '《互联网产品排行》官网', '链接': 'http://123.meibp.com/1366.html'}
{'标题': '《互联网产品排行》', '链接': 'http://123.meibp.com/1366.html'}
{'标题': '《小游戏排行榜》官网', '链接': 'http://123.meibp.com/2228.html'}
{'标题': '《小游戏排行榜》', '链接': 'http://123.meibp.com/2228.html'}
{'标题': '《最受欢迎菜谱》官网', '链接': 'http://123.meibp.com/2225.html'}
{'标题': '《最受欢迎菜谱》', '链接': 'http://123.meibp.com/2225.html'}
{'标题': '《抖音KOL数据，网红排行榜》官网', '链接': 'http://123.meibp.com/4002.html'}
{'标题': '《抖音KOL数据，网红排行榜》', '链接': 'http://123.meibp.com/4002.html'}
{'标题': '《数据报告-移动观象台-TalkingData》官网', '链接': 'http://123.meibp.com/1016.html'}
{'标题': '《数据报告-移动观象台-TalkingData》', '链接': 'http://123.meibp.com/1016.html'}
{'标题': '《创意设计作品排行榜-优创意》官网', '链接': 'http://123.meibp.com/2207.html'}
{'标题': '《创意设计作品排行榜-优创意》', '链接': 'http://123.meibp.com/2207.html'}
{'标题': '《热门微信文章 - 清博指数》官网', '链接': 'http://123.meibp.com/2315.html'}
{'标题': '《热门微信文章 - 清博指数》', '链接': 'http://123.meibp.com/2315.html'}
{'标题': '《爱微帮-每日热点》官网', '链接': 'http://123.meibp.com/2431.html'}
{'标题': '《爱微帮-每日热点》', '链接': 'http://123.meibp.com/2431.html'}
{'标题': '《收视率排行》官网', '链接': 'http://123.meibp.com/499.html'}
{'标题': '《收视率排行》', '链接': 'http://123.meibp.com/499.html'}
{'标题': '《AnyKnew - 全网热点》官网', '链接': 'http://123.meibp.com/2180.html'}
{'标题': '《AnyKnew - 全网热点》', '链接': 'http://123.meibp.com/2180.html'}
{'标题': '《风云榜-热门在线视频排行榜-爱奇艺风云榜》官网', '链接': 'http://123.meibp.com/2198.html'}
{'标题': '《风云榜-热门在线视频排行榜-爱奇艺风云榜》', '链接': 'http://123.meibp.com/2198.html'}
{'标题': '《热映口碑榜 - 猫眼电影》官网', '链接': 'http://123.meibp.com/2210.html'}
{'标题': '《热映口碑榜 - 猫眼电影》', '链接': 'http://123.meibp.com/2210.html'}
{'标题': '《魔镜市场情报_商业数据》官网', '链接': 'http://123.meibp.com/1318.html'}
{'标题': '《魔镜市场情报_商业数据》', '链接': 'http://123.meibp.com/1318.html'}
{'标题': '《京东排行榜-热销商品，热门店铺，全品类排名信息实时发布！》官网', '链接': 'http://123.meibp.com/1199.html'}
{'标题': '《京东排行榜-热销商品，热门店铺，全品类排名信息实时发布！》', '链接': 'http://123.meibp.com/1199.html'}
{'标题': '《热门视频排行榜 - 哔哩哔哩》官网', '链接': 'http://123.meibp.com/2202.html'}
{'标题': '《热门视频排行榜 - 哔哩哔哩》', '链接': 'http://123.meibp.com/2202.html'}
{'标题': '《站酷榜单》官网', '链接': 'http://123.meibp.com/2231.html'}
{'标题': '《站酷榜单》', '链接': 'http://123.meibp.com/2231.html'}
{'标题': '《阿里指数_行业价格、供应、采购趋势分析》官网', '链接': 'http://123.meibp.com/1014.html'}
{'标题': '《阿里指数_行业价格、供应、采购趋势分析》', '链接': 'http://123.meibp.com/1014.html'}
{'标题': '《卡思数据 - 视频内容行业风向标》官网', '链接': 'http://123.meibp.com/6410.html'}
{'标题': '《卡思数据 - 视频内容行业风向标》', '链接': 'http://123.meibp.com/6410.html'}
{'标题': '《阿里指数新版》官网', '链接': 'http://123.meibp.com/1138.html'}
{'标题': '《阿里指数新版》', '链接': 'http://123.meibp.com/1138.html'}
{'标题': '《APP排行榜》官网', '链接': 'http://123.meibp.com/2204.html'}
{'标题': '《APP排行榜》', '链接': 'http://123.meibp.com/2204.html'}
{'标题': '《影视热搜榜-优酷》官网', '链接': 'http://123.meibp.com/2196.html'}
{'标题': '《影视热搜榜-优酷》', '链接': 'http://123.meibp.com/2196.html'}
{'标题': '《热门手机排行榜》官网', '链接': 'http://123.meibp.com/2220.html'}
{'标题': '《热门手机排行榜》', '链接': 'http://123.meibp.com/2220.html'}
{'标题': '《贴吧话题热议》官网', '链接': 'http://123.meibp.com/2184.html'}
{'标题': '《贴吧话题热议》', '链接': 'http://123.meibp.com/2184.html'}
{'标题': '《热门影视排行榜-搜狐视频》官网', '链接': 'http://123.meibp.com/2199.html'}
{'标题': '《热门影视排行榜-搜狐视频》', '链接': 'http://123.meibp.com/2199.html'}
{'标题': '《热门短视频-梨视频》官网', '链接': 'http://123.meibp.com/2208.html'}
{'标题': '《热门短视频-梨视频》', '链接': 'http://123.meibp.com/2208.html'}
{'标题': '《易车指数公众版》官网', '链接': 'http://123.meibp.com/1306.html'}
{'标题': '《易车指数公众版》', '链接': 'http://123.meibp.com/1306.html'}
{'标题': '《全网影视排行榜_腾讯视频》官网', '链接': 'http://123.meibp.com/2194.html'}
{'标题': '《全网影视排行榜_腾讯视频》', '链接': 'http://123.meibp.com/2194.html'}
{'标题': '《云音乐飙升榜 - 排行榜 - 网易云音乐》官网', '链接': 'http://123.meibp.com/2213.html'}
{'标题': '《云音乐飙升榜 - 排行榜 - 网易云音乐》', '链接': 'http://123.meibp.com/2213.html'}
{'标题': '《直播红人榜 直播收入榜》官网', '链接': 'http://123.meibp.com/2230.html'}
{'标题': '《直播红人榜 直播收入榜》', '链接': 'http://123.meibp.com/2230.html'}
{'标题': '《人气榜单_起点中文网》官网', '链接': 'http://123.meibp.com/2209.html'}
{'标题': '《人气榜单_起点中文网》', '链接': 'http://123.meibp.com/2209.html'}
{'标题': '《流行指数榜 - QQ音乐》官网', '链接': 'http://123.meibp.com/2212.html'}
{'标题': '《流行指数榜 - QQ音乐》', '链接': 'http://123.meibp.com/2212.html'}
{'标题': '《七麦数据》官网', '链接': 'http://123.meibp.com/1304.html'}
{'标题': '《七麦数据》', '链接': 'http://123.meibp.com/1304.html'}
{'标题': '《热门电影- Mtime时光网》官网', '链接': 'http://123.meibp.com/2211.html'}
{'标题': '《热门电影- Mtime时光网》', '链接': 'http://123.meibp.com/2211.html'}
{'标题': '《界面金榜_界面新闻》官网', '链接': 'http://123.meibp.com/2222.html'}
{'标题': '《界面金榜_界面新闻》', '链接': 'http://123.meibp.com/2222.html'}
{'标题': '《视频内容行业榜单》官网', '链接': 'http://123.meibp.com/2224.html'}
{'标题': '《视频内容行业榜单》', '链接': 'http://123.meibp.com/2224.html'}
{'标题': '《中国票房榜》官网', '链接': 'http://123.meibp.com/498.html'}
{'标题': '《中国票房榜》', '链接': 'http://123.meibp.com/498.html'}
{'标题': '《酷狗飙升榜_排行榜_乐库频道_酷狗网》官网', '链接': 'http://123.meibp.com/2214.html'}
{'标题': '《酷狗飙升榜_排行榜_乐库频道_酷狗网》', '链接': 'http://123.meibp.com/2214.html'}
{'标题': '《音乐排行榜》官网', '链接': 'http://123.meibp.com/2218.html'}
{'标题': '《音乐排行榜》', '链接': 'http://123.meibp.com/2218.html'}
{'标题': '《微指数(手机访问)》官网', '链接': 'http://123.meibp.com/6376.html'}
{'标题': '《微指数(手机访问)》', '链接': 'http://123.meibp.com/6376.html'}
{'标题': '《P2P网贷指数》官网', '链接': 'http://123.meibp.com/501.html'}
{'标题': '《P2P网贷指数》', '链接': 'http://123.meibp.com/501.html'}
{'标题': '《Alexa排名_网站全球排名_中文网站排行榜》官网', '链接': 'http://123.meibp.com/1314.html'}
{'标题': '《Alexa排名_网站全球排名_中文网站排行榜》', '链接': 'http://123.meibp.com/1314.html'}
{'标题': '《虾米音乐榜》官网', '链接': 'http://123.meibp.com/2215.html'}
{'标题': '《虾米音乐榜》', '链接': 'http://123.meibp.com/2215.html'}
{'标题': '《360实时热点》官网', '链接': 'http://123.meibp.com/2554.html'}
{'标题': '《360实时热点》', '链接': 'http://123.meibp.com/2554.html'}
{'标题': '《搜狗指数》官网', '链接': 'http://123.meibp.com/6377.html'}
{'标题': '《搜狗指数》', '链接': 'http://123.meibp.com/6377.html'}
{'标题': '《Alexa》官网', '链接': 'http://123.meibp.com/502.html'}
{'标题': '《Alexa》', '链接': 'http://123.meibp.com/502.html'}
{'标题': '《浏览器市场份额》官网', '链接': 'http://123.meibp.com/1308.html'}
{'标题': '《浏览器市场份额》', '链接': 'http://123.meibp.com/1308.html'}
{'标题': '《游戏自媒体排行榜_新浪游戏》官网', '链接': 'http://123.meibp.com/2206.html'}
{'标题': '《游戏自媒体排行榜_新浪游戏》', '链接': 'http://123.meibp.com/2206.html'}
{'标题': '《幻音音乐排行榜》官网', '链接': 'http://123.meibp.com/2216.html'}
{'标题': '《幻音音乐排行榜》', '链接': 'http://123.meibp.com/2216.html'}
{'标题': '《新浪游戏排行榜》官网', '链接': 'http://123.meibp.com/2229.html'}
{'标题': '《新浪游戏排行榜》', '链接': 'http://123.meibp.com/2229.html'}
{'标题': '《APP权威排行》官网', '链接': 'http://123.meibp.com/6389.html'}
{'标题': '《APP权威排行》', '链接': 'http://123.meibp.com/6389.html'}
{'标题': '《echo热门音乐排行》官网', '链接': 'http://123.meibp.com/2217.html'}
{'标题': '《echo热门音乐排行》', '链接': 'http://123.meibp.com/2217.html'}
数据已写入: my_data.json
