1.取出一个新闻列表页的全部新闻 包装成函数。
2.获取总的新闻篇数,算出新闻总页数。
3.获取全部新闻列表页的全部新闻详情。
# -*- coding:UTF-8 -*- # -*- author:deng -*- import requests from bs4 import BeautifulSoup from datetime import datetime import re # 获取新闻点击次数 def getNewsId(url): newsId = re.search(r'\_d{4}/((.*)).html', url).group(1) clickUrl = 'http://oa.gzcc.cn/api.php?op=count&id={}&modelid=80'.format(newsId) clickRes = requests.get(clickUrl) # 利用正则表达式获取新闻点击次数 clickCount = int(re.search("hits').html('(.*)');", clickRes.text).group(1)) return clickCount # 获取新闻细节 def getNewsDetail(newsUrl): resd = requests.get(newsUrl) resd.encoding = 'utf-8' soupd = BeautifulSoup(resd.text, 'html.parser') content = soupd.select('#content')[0].text info = soupd.select('.show-info')[0].text # 调用getNewsId()获取点击次数 count = getNewsId(newsUrl) # 识别时间格式 date = re.search('(d{4}.d{2}.d{2}sd{2}.d{2}.d{2})', info).group(1) # 识别一个至三个数据 if(info.find('作者:')>0): author = re.search('作者:((.{2,4}s|.{2,4}、|w*s){1,3})', info).group(1) else: author = 'none' if(info.find('审核:')>0): check = re.search('审核:((.{2,4}s){1,3})', info).group(1) else: check = 'none' if(info.find('来源:')>0): sources = re.search('来源:(.*)s*摄|点', info).group(1) else: sources = 'none' if (info.find('摄影:') > 0): photo = re.search('摄影:(.*)s*点', info).group(1) else: photo = 'none' # 用datetime将时间字符串转换为datetime类型 dateTime = datetime.strptime(date, '%Y-%m-%d %H:%M:%S') # 利用format对字符串进行操作 print('发布时间:{0} 作者:{1} 审核:{2} 来源:{3} 摄影:{4} 点击次数:{5}'.format(dateTime, author, check, sources, photo, count)) print(content) def getListPage(listUrl): res = requests.get(listUrl) res.encoding = 'utf-8' soup = BeautifulSoup(res.text, 'html.parser') for new in soup.select('li'): if len(new.select('.news-list-title')) > 0: title = new.select('.news-list-title')[0].text description = new.select('.news-list-description')[0].text newsUrl = new.select('a')[0]['href'] print('标题:{0} 内容:{1} 链接:{2}'.format(title, description, newsUrl)) # 调用getNewsDetail()获取新闻详情 getNewsDetail(newsUrl) break listUrl = 'http://news.gzcc.cn/html/xiaoyuanxinwen/' getListPage(listUrl) res = requests.get(listUrl) res.encoding = 'utf-8' soup = BeautifulSoup(res.text, 'html.parser') listCount = int(soup.select('.a1')[0].text.rstrip('条'))//10+1 for i in range(2,listCount): listUrl= 'http://news.gzcc.cn/html/xiaoyuanxinwen/{}.html'.format(i) getListPage(listUrl)
4.找一个自己感兴趣的主题,进行数据爬取,并进行分词分析。不能与其它同学雷同。
# -*- coding:UTF-8 -*- # -*- author:deng -*- import requests import jieba from bs4 import BeautifulSoup from datetime import datetime import re # 获取新闻细节 def getNewsDetail(newsUrl): resd = requests.get(newsUrl) resd.encoding = 'gb2312' soupd = BeautifulSoup(resd.text, 'html.parser') content = soupd.select('#endText')[0].text info = soupd.select('.post_time_source')[0].text # 识别时间格式 date = re.search('(d{4}.d{2}.d{2}sd{2}.d{2}.d{2})', info).group(1) # 用datetime将时间字符串转换为datetime类型 dateTime = datetime.strptime(date, '%Y-%m-%d %H:%M:%S') sources = re.search('来源:s*(.*)', info).group(1) keyWords = getKeyWords(content) print('发布时间:{0} 来源:{1}'.format(dateTime, sources)) print('关键词:{}、{}、{}'.format(keyWords[0], keyWords[1], keyWords[2])) print(content) # 通过jieba分词,获取新闻关键词 def getKeyWords(content): # 通过正则表达式选取中文字符数组,拼接为无标点字符内容 content = ''.join(re.findall('[u4e00-u9fa5]', content)) wordSet = set(jieba._lcut(content)) wordDict = {} for i in wordSet: wordDict[i] = content.count(i) deleteList, keyWords = [], [] for i in wordDict.keys(): if len(i) < 2: # 去掉单字无意义字符 deleteList.append(i) for i in deleteList: del wordDict[i] dictList = list(wordDict.items()) # 排序,返回前三关键字 dictList.sort(key=lambda item: item[1], reverse=True) for i in range(3): keyWords.append(dictList[i][0]) return keyWords # 获取一页的新闻 def getListPage(listUrl): res = requests.get(listUrl) res.encoding = 'gbk' soup = BeautifulSoup(res.text, 'html.parser') for new in soup.select('#news-flow-content')[0].select('li'): newsUrl = new.select('a')[0]['href'] title = new.select('a')[0].text print('标题:{0} 链接:{1}'.format(title, newsUrl)) getNewsDetail(newsUrl) # 调用getNewsDetail()获取新闻详情 break # z只获取单个新闻,若要获取整页则去掉break listUrl = 'http://tech.163.com/internet/' getListPage(listUrl) # 获取首页新闻 for i in range(2, 5): # 获取5页新闻 listUrl = 'http://tech.163.com/special/it_2016_%02d/' % i # 填充新闻页,页面格式为两位数字字符 getListPage(listUrl)