标签:== http auth encoding .gz imp info 摄影 port
1. 将新闻的正文内容保存到文本文件。
content = soup.select(‘.show-content‘)[0].text f = open(‘gzccNews.txt‘,‘a‘,encoding=‘utf8‘) f.write(content) f.close()
2. 将新闻数据结构化为字典的列表:
news = {} news[‘title‘] = soupd.select(‘.show-title‘)[0].text news[‘newsUrl‘] = newsUrl info = soupd.select(‘.show-info‘)[0].text time = re.search(‘发布时间:(.*) \xa0\xa0 \xa0\xa0作者:‘, info).group(1) news[‘dtime‘] = datetime.strptime(time, ‘%Y-%m-%d %H:%M:%S‘) if info.find(‘作者:‘) > 0: news[‘author‘] = info[info.find(‘作者:‘):].split()[0].lstrip(‘作者:‘) else: news[‘author‘] = ‘无‘ if info.find(‘审核:‘) > 0: news[‘check‘] = info[info.find(‘审核:‘):].split()[0].lstrip(‘审核:‘) else: news[‘check‘] = ‘无‘ if info.find(‘来源:‘) > 0: news[‘source‘] = info[info.find(‘来源:‘):].split()[0].lstrip(‘来源:‘) else: news[‘source‘] = ‘无‘ if info.find(‘摄影:‘) > 0: news[‘photo‘] = info[info.find(‘摄影:‘):].split()[0].lstrip(‘摄影:‘) else: news[‘photo‘] = ‘无‘ news[‘clickCount‘] = getClickCount(newsUrl) news[‘content‘] = soupd.select(‘.show-content‘)[0].text 复制代码 一个列表页所有单条新闻汇总-->列表newsls.append(news) newsList = [] for news in soup.select(‘li‘): if len(news.select(‘.news-list-title‘))>0: a = news.a.attrs[‘href‘] newsList.append(getNewDetail(a)) 所有列表页的所有新闻汇总列表newstotal.extend(newsls) 复制代码 newsTotal = [] firstUrl = ‘http://news.gzcc.cn/html/xiaoyuanxinwen/‘ newsTotal.extend(getLiUrl(firstUrl)) res = requests.get(firstUrl) res.encoding = ‘utf-8‘ soupn = BeautifulSoup(res.text,‘html.parser‘) n = int(soupn.select(‘.a1‘)[0].text.rstrip(‘条‘))//10+1 for i in range(2,n): pageUrl = ‘http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html‘.format(i) print(‘第{}页:‘.format(i)) newsTotal.extend(getLiUrl(pageUrl)) break 复制代码
3. 安装pandas,用pandas.DataFrame(newstotal),创建一个DataFrame对象df.
import pandas df = pandas.DataFrame(newsTotal)
4. 通过df将提取的数据保存到csv或excel 文件。
df.to_excel(‘gzccnews.xlsx‘) df.to_csv(‘gzccnews.xlsx‘)
5. 用pandas提供的函数和方法进行数据分析:
print(df[[‘clickCount‘,‘title‘,‘source‘]].head(6)) print(df[(df[‘clickCount‘] > 3000) & (df[‘source‘] == ‘学校综合办‘)]) news_info = [‘国际学院‘,‘学生工作处‘] print(df[df[‘source‘].isin(news_info)])
标签:== http auth encoding .gz imp info 摄影 port
原文地址:https://www.cnblogs.com/jm2426330020/p/8810366.html