使用BS4时,刮取Trustpilot审阅日期时遇到问题

时间:2020-01-28 09:38:30

标签: python-3.x web-scraping beautifulsoup

鉴于我的以下代码,我无法获得评分和相应的日期。

我可以得到评级,但不能使用.text。结果就是:

</div>, <div class="star-rating star-rating--medium">
<img alt="5 stars: Excellent" src="//cdn.trustpilot.net/brand-assets/4.1.0/stars/stars-5.svg"/>

这意味着我需要清洁,但是我敢肯定,仅获得“ 5星:极好”。只是不确定该怎么做。

关于日期,我的“ date = star.find(” div“,attrs = {” class“:” tooltip-container-1“})”行仅使我获得None值,并且我不确定为什么。

请在下面查看我的代码,评分的HTML和日期。

我的代码:

headers = {"User-Agent":"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0) Gecko/20100101 Firefox/47.0"}
#def get_total_items(url):

#soup = BeautifulSoup(requests.get(url, format(0),headers).text, 'lxml')
stars = []
dates = []
with requests.Session() as s: 
    for num in range(1,2):
        url = "https://www.trustpilot.com/review/www.boozt.com?page={}".format(num)
        r = s.get(url, headers = headers)
        soup = BeautifulSoup(r.content, 'lxml')

        for star in soup.find_all("section", attrs={"class":"review__content"}):
            rating = star.find("div", attrs={"class":"star-rating star-rating--medium"}) 
            date = star.find("div", attrs={"class":"tooltip-container-1"})
            #print(rating)
            stars.append(rating)
            dates.append(date)
        #data = {"Rating": stars, "Dates": dates}
        time.sleep(2)
print(dates) 

Trustpilot的html评级:

<div class="star-rating star-rating--medium">
    <img src="//cdn.trustpilot.net/brand-assets/4.1.0/stars/stars-5.svg" alt="5 stars: Excellent">
</div>

Trustpilot中的日期html:

<div class="v-popover">
    <span aria-describedby="popover_o7e1fd7whi" class="trigger" style="display: inline-block;">
        <time datetime="2020-01-20T10:09:54.000Z" title="Monday, January 20, 2020, 11:09:54 AM" class="review-date--tooltip-target">Jan 20, 2020</time> 
        <div class="tooltip-container-1"></div> <!----></span> </div>

3 个答案:

答案 0 :(得分:1)

首先,要获得评级值(例如“ 5星:极好”),只需从alt下的img中将{{1} }类

然后,要获取日期值,这有点棘手,因为您要定位的日期是由javascript加载的。但是您可以从上方的div标记中获取它。像这样:star-rating star-rating--medium

我对您的代码段进行了一些更新,这里是:

代码:

script

结果:

star.find('script')

答案 1 :(得分:0)

评级位于图像标记内,日期位于脚本标记内。您需要获取scripts标签的文本并加载到json中,然后获取json的键值。

使用以下CSS选择器。

import json
headers = {"User-Agent":"Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:47.0) Gecko/20100101 Firefox/47.0"}
stars = []
dates = []
with requests.Session() as s:
    for num in range(1,2):
        url = "https://www.trustpilot.com/review/www.boozt.com?page={}".format(num)
        r = s.get(url, headers = headers)
        soup = BeautifulSoup(r.content, 'lxml')
        for star in soup.find_all("section", attrs={"class":"review__content"}):
            rating = star.select_one(".star-rating.star-rating--medium >img")
            date = star.select_one(".review-content-header__dates > script").text
            date1=json.loads(date)
            stars.append(rating['alt'])
            dates.append(date1['publishedDate'])
        data = {"Rating": stars, "Dates": dates}

print(data)

输出

{'Rating': ['5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '2 stars: Poor', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent', '5 stars: Excellent'], 'Dates': ['2020-01-28T05:37:13Z', '2020-01-28T00:00:48Z', '2020-01-27T23:22:58Z', '2020-01-27T21:20:32Z', '2020-01-27T21:06:42Z', '2020-01-27T19:37:16Z', '2020-01-27T19:27:38Z', '2020-01-27T18:20:48Z', '2020-01-27T17:18:42Z', '2020-01-27T16:15:17Z', '2020-01-27T15:58:49Z', '2020-01-27T15:46:29Z', '2020-01-27T15:39:23Z', '2020-01-27T15:32:43Z', '2020-01-27T15:29:21Z', '2020-01-27T15:27:30Z', '2020-01-27T14:35:29Z', '2020-01-27T13:43:40Z', '2020-01-27T13:37:53Z', '2020-01-27T12:58:58Z']}

答案 2 :(得分:0)

将for循环更改为

for star in soup.find_all("section", attrs={"class":"review__content"}):
    rating = star.select("div.star-rating > img") 
    date_tag = star.select("div.review-content-header__dates > script")    
    date = json.loads(date_tag[0].text)
    dt = datetime.strptime(date['publishedDate'], "%Y-%m-%dT%H:%M:%SZ")
    stars.append(rating[0]['alt'])
    dates.append(dt)