用python抓取谷歌新闻
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时间：2020-08-18 20:22:48 来源:igfitidea点击:
web scraping google news with python
提问by Jiyda Moussa
I am creating a web scraper for different news outlets, for Nytimes and the Guardian it was easy since they have their own API.
我正在为不同的新闻媒体创建一个网络爬虫，对于纽约时报和卫报来说这很容易，因为他们有自己的 API。
Now, I want to scrape results from this newspaper GulfTimes.com. They do not provide an advanced search in their website, so I resorted to Google news. However, Google news Api has been deprecated. What i want is to retrieve the number of results from an advanced search like keyword = "Egypt" and begin_date="10/02/2011" and end_date="10/05/2011".
现在，我想从GulfTimes.com 的这份报纸上抓取结果。他们没有在他们的网站上提供高级搜索，所以我求助于谷歌新闻。但是，Google 新闻 Api 已被弃用。我想要的是从高级搜索中检索结果数量，例如关键字 =“埃及”和开始日期=“10/02/2011”和结束日期=“10/05/2011”。
This is feasible in the Google News UI just by putting the source as "Gulf Times" and the corresponding query and date and simply counting manually the number of results but when I try to do this using python, I get a 403 error which is understandable.
这在 Google 新闻 UI 中是可行的，只需将源作为“海湾时报”和相应的查询和日期并简单地手动计算结果的数量，但是当我尝试使用 python 执行此操作时，我收到 403 错误，这是可以理解的.
Any idea on how I would do this? Or is there another service besides Google news that would allow me to do this? Keeping in mind that I would issue almost 500 requests at once.
关于我将如何做到这一点的任何想法？或者除了谷歌新闻之外还有其他服务可以让我这样做吗？请记住，我会一次发出近 500 个请求。
import json
import urllib2
import cookielib
import re
from bs4 import BeautifulSoup
def run():
Query = "Egypt"
Month = "3"
FromDay = "2"
ToDay = "4"
Year = "13"
url='https://www.google.com/search?pz=1&cf=all&ned=us&hl=en&tbm=nws&gl=us&as_q='+Query+'&as_occt=any&as_drrb=b&as_mindate='+Month+'%2F'+FromDay+'%2F'+Year+'&as_maxdate='+Month+'%2F'+ToDay+'%2F'+Year+'&tbs=cdr%3A1%2Ccd_min%3A3%2F1%2F13%2Ccd_max%3A3%2F2%2F13&as_nsrc=Gulf%20Times&authuser=0'
cj = cookielib.CookieJar()
opener = urllib2.build_opener(urllib2.HTTPCookieProcessor(cj))
request = urllib2.Request(url)
response = opener.open(request)
htmlFile = BeautifulSoup(response)
print htmlFile
run()
采纳答案by alecxe
You can use awesome requestslibrary:
你可以使用很棒的请求库：
import requests
URL = 'https://www.google.com/search?pz=1&cf=all&ned=us&hl=en&tbm=nws&gl=us&as_q={query}&as_occt=any&as_drrb=b&as_mindate={month}%2F%{from_day}%2F{year}&as_maxdate={month}%2F{to_day}%2F{year}&tbs=cdr%3A1%2Ccd_min%3A3%2F1%2F13%2Ccd_max%3A3%2F2%2F13&as_nsrc=Gulf%20Times&authuser=0'
def run(**params):
response = requests.get(URL.format(**params))
print response.content, response.status_code
run(query="Egypt", month=3, from_day=2, to_day=2, year=13)
And you'll get status_code=200.
你会得到 status_code=200。
And, btw, take a look at scrapyproject. Nothing makes web-scraping more simple than this tool.
顺便说一句，看看scrapy项目。没有什么比这个工具让网络抓取更简单了。
回答by pupu
hi you can scrap like this with easy way
嗨，你可以用简单的方法像这样报废
from bs4 import BeautifulSoup
import requests
url="https://news.google.co.in/"
code=requests.get(url)
soup=BeautifulSoup(code.text,'html5lib')
for title in soup.find_all('span',class_="titletext"):
print title.text
回答by Ilya Zub
Disclosure: I work at SerpApi.
披露：我在 SerpApi 工作。
You can use google-search-resultspackage to extract data from Google News. Check a demo at Repl.it.
您可以使用google-search-results包从 Google 新闻中提取数据。在 Repl.it 上查看演示。
from serpapi.google_search_results import GoogleSearchResults
month = 4
from_day = 2
to_day = 3
year = 2020
params = {
"engine": "google",
"q": "Trump",
"google_domain": "google.com",
"tbm": "nws",
"tbs": f"cdr:1,cd_min:{month}/{from_day}/{year},cd_max:{month}/{to_day}/{year}",
}
client = GoogleSearchResults(params)
data = client.get_dict()
print("News results")
for result in data['news_results']:
print(f"""
Title: {result['title']}
Snippet: {result['snippet']}
Date: {result['date']}
""")
Part of JSON response
JSON 响应的一部分
{
"news_results": [
{
"position": 1,
"title": "Trump Promotes Oil Deal That May Not Exist",
"link": "https://www.nytimes.com/2020/04/02/us/politics/trump-russia-saudi-arabia-oil.html",
"source": "The New York Times",
"date": "15 hours ago",
"snippet": "WASHINGTON — When oil prices crashed in early March after a dispute between \nRussia and Saudi Arabia, President Trump put a positive spin on the news.",
"thumbnail": "data:image/jpeg;base64,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"
},
{
"position": 2,
"title": "Trump's Oil Summit",
"link": "https://www.wsj.com/articles/trumps-oil-summit-11585870063",
"source": "Wall Street Journal",
"date": "Opinion · 16 hours ago",
"snippet": "Trump's Oil Summit. Tariffs and quotas won't solve a price shock caused by \na pandemic and a Saudi Arabia-Russia feud.",
"thumbnail": 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ZhKlCxZf+Uplp0G+hkW+5UmxJvvgaaio06ZArqeg3t9CcTR4HYIYmueRjNifof0xrexnT//Z"
}
]
}
Output
输出
News results
Title: Trump Promotes Oil Deal That May Not Exist
Snippet: WASHINGTON — When oil prices crashed in early March after a dispute between
Russia and Saudi Arabia, President Trump put a positive spin on the news.
Date: 15 hours ago
Title: Trump's Oil Summit
Snippet: Trump's Oil Summit. Tariffs and quotas won't solve a price shock caused by
a pandemic and a Saudi Arabia-Russia feud.
Date: Opinion · 16 hours ago
Title: OPEC and allies reportedly set for video meeting as analysts pour
skepticism on Trump's intervention
Snippet: “Donald Trump's tweet … It's nonsense, really,” Patrick Armstrong, chief
investment officer at Plurimi Investment Managers, told CNBC's “Squawk Box
Europe” on ...
Date: 5 hours ago
Title: Trump again tests negative for
Snippet: President Donald Trump on Thursday again tested negative for the
after being tested by the White House physician, according to
two White House ...
Date: 17 hours ago
Title: Trump passes the buck as deadly ventilator shortage looms
Snippet: (CNN) President Donald Trump is pinning the blame on states for a shortage
of ventilators that governors warn could effectively condemn
patients to ...
Date: 10 hours ago
If you want more information, check out SerpApi documentationor live playground.
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