Merge branch 'main' of https://github.com/666ghj/Weibo_PublicOpinion_AnalysisSystem
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.idea/.gitignore
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.idea/Weibo_PublicOpinion_AnalysisSystem.iml
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| 1 | +<?xml version="1.0" encoding="UTF-8"?> | ||
| 2 | +<module type="PYTHON_MODULE" version="4"> | ||
| 3 | + <component name="Flask"> | ||
| 4 | + <option name="enabled" value="true" /> | ||
| 5 | + </component> | ||
| 6 | + <component name="NewModuleRootManager"> | ||
| 7 | + <content url="file://$MODULE_DIR$" /> | ||
| 8 | + <orderEntry type="inheritedJdk" /> | ||
| 9 | + <orderEntry type="sourceFolder" forTests="false" /> | ||
| 10 | + </component> | ||
| 11 | + <component name="TemplatesService"> | ||
| 12 | + <option name="TEMPLATE_CONFIGURATION" value="Jinja2" /> | ||
| 13 | + <option name="TEMPLATE_FOLDERS"> | ||
| 14 | + <list> | ||
| 15 | + <option value="$MODULE_DIR$/templates" /> | ||
| 16 | + </list> | ||
| 17 | + </option> | ||
| 18 | + </component> | ||
| 19 | +</module> |
.idea/inspectionProfiles/Project_Default.xml
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| 1 | +<component name="InspectionProjectProfileManager"> | ||
| 2 | + <profile version="1.0"> | ||
| 3 | + <option name="myName" value="Project Default" /> | ||
| 4 | + <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true"> | ||
| 5 | + <option name="ignoredErrors"> | ||
| 6 | + <list> | ||
| 7 | + <option value="N802" /> | ||
| 8 | + </list> | ||
| 9 | + </option> | ||
| 10 | + </inspection_tool> | ||
| 11 | + <inspection_tool class="SpellCheckingInspection" enabled="false" level="TYPO" enabled_by_default="false"> | ||
| 12 | + <option name="processCode" value="true" /> | ||
| 13 | + <option name="processLiterals" value="true" /> | ||
| 14 | + <option name="processComments" value="true" /> | ||
| 15 | + </inspection_tool> | ||
| 16 | + </profile> | ||
| 17 | +</component> |
.idea/misc.xml
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| 1 | +<?xml version="1.0" encoding="UTF-8"?> | ||
| 2 | +<project version="4"> | ||
| 3 | + <component name="Black"> | ||
| 4 | + <option name="sdkName" value="Python 3.12 (Desktop)" /> | ||
| 5 | + </component> | ||
| 6 | + <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (Desktop)" project-jdk-type="Python SDK" /> | ||
| 7 | +</project> |
.idea/modules.xml
0 → 100644
| 1 | +<?xml version="1.0" encoding="UTF-8"?> | ||
| 2 | +<project version="4"> | ||
| 3 | + <component name="ProjectModuleManager"> | ||
| 4 | + <modules> | ||
| 5 | + <module fileurl="file://$PROJECT_DIR$/.idea/Weibo_PublicOpinion_AnalysisSystem.iml" filepath="$PROJECT_DIR$/.idea/Weibo_PublicOpinion_AnalysisSystem.iml" /> | ||
| 6 | + </modules> | ||
| 7 | + </component> | ||
| 8 | +</project> |
.idea/vcs.xml
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model/cipingTotal.py
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model/sentiment.marshal.3.py
0 → 100644
spider/spiderContent.py
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| 1 | +import time | ||
| 2 | +import requests | ||
| 3 | +import csv | ||
| 4 | +import os | ||
| 5 | +from datetime import datetime | ||
| 6 | + | ||
| 7 | +def init(): | ||
| 8 | + if not os.path.exists('./articleData.csv'): | ||
| 9 | + with open('./articleData.csv','w',encoding='utf-8',newline='') as csvFile: | ||
| 10 | + writer = csv.writer(csvFile) | ||
| 11 | + writer.writerow([ | ||
| 12 | + 'id', | ||
| 13 | + 'likeNum', | ||
| 14 | + 'commentsLen', | ||
| 15 | + 'reposts_count', | ||
| 16 | + 'region', | ||
| 17 | + 'content', | ||
| 18 | + 'contentLen', | ||
| 19 | + 'created_at', | ||
| 20 | + 'type', | ||
| 21 | + 'detailUrl',# followBtnCode>uid + mblogid | ||
| 22 | + 'authorAvatar', | ||
| 23 | + 'authorName', | ||
| 24 | + 'authorDetail', | ||
| 25 | + 'isVip' # v_plus | ||
| 26 | + ]) | ||
| 27 | + | ||
| 28 | +def writerRow(row): | ||
| 29 | + with open('./articleData.csv', 'a', encoding='utf-8', newline='') as csvFile: | ||
| 30 | + writer = csv.writer(csvFile) | ||
| 31 | + writer.writerow(row) | ||
| 32 | + | ||
| 33 | +def get_data(url,params): | ||
| 34 | + headers = { | ||
| 35 | + 'Cookie':'SINAGLOBAL=2555941826014.1074.1676801766625; ULV=1719829459275:6:1:2:4660996305989.918.1719827559898:1719743122299; UOR=,,www.baidu.com; XSRF-TOKEN=VtLXviYSIs8lor7sz4iGyigL; SUB=_2A25LhvU9DeRhGeFH6FIX-S3MyD2IHXVo-gj1rDV8PUJbkNAGLRXMkW1Ne2nhI3Gle25QJK0Z99J3trq_NZn6YKJ-; SUBP=0033WrSXqPxfM725Ws9jqgMF55529P9D9WW3Mv8V5EupQbbKh.vaZIwU5JpX5KzhUgL.FoM4e05c1Ke7e022dJLoIp7LxKML1KBLBKnLxKqL1hnLBoM41hz41hqReKqN; WBPSESS=Dt2hbAUaXfkVprjyrAZT_LRaDLsnxG-kIbeYwnBb5OUKZiwfVr_UrcYfWuqG-4ZVDM5HeU3HXkDNK_thfRfdS9Ao6ezT30jDksv-CpaVmlTAqGUHjJ7PYkH5aCK4HLxmRq14ZalmQNwzfWMPa4y0VNRLuYdg7L1s49ymNq_5v5vusoz0r4ki6u-MHGraF0fbUTgX14x0kHayEwOoxfLI-w==; SCF=AqmJWo31oFV5itnRgWNU1-wHQTL6PmkBLf3gDuqpdqAIfaWguDTMre6Oxjf5Uzs74JAh2r0DdV1sJ1g6m-wJ5NQ.; _s_tentry=-; Apache=4660996305989.918.1719827559898; PC_TOKEN=7955a7ab1f; appkey=; geetest_token=602cd4e3a7ed1898808f8adfe1a2048b; ALF=1722421868', | ||
| 36 | + 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:127.0) Gecko/20100101 Firefox/127.0' | ||
| 37 | + } | ||
| 38 | + response = requests.get(url,headers=headers,params=params) | ||
| 39 | + if response.status_code == 200: | ||
| 40 | + return response.json()['statuses'] | ||
| 41 | + else: | ||
| 42 | + return None | ||
| 43 | + | ||
| 44 | +def getAllTypeList(): | ||
| 45 | + typeList = [] | ||
| 46 | + with open('./navData.csv','r',encoding='utf-8') as reader: | ||
| 47 | + readerCsv = csv.reader(reader) | ||
| 48 | + next(reader) | ||
| 49 | + for nav in readerCsv: | ||
| 50 | + typeList.append(nav) | ||
| 51 | + return typeList | ||
| 52 | + | ||
| 53 | +def parse_json(response,type): | ||
| 54 | + for artice in response: | ||
| 55 | + id = artice['id'] | ||
| 56 | + likeNum = artice['attitudes_count'] | ||
| 57 | + commentsLen = artice['comments_count'] | ||
| 58 | + reposts_count = artice['reposts_count'] | ||
| 59 | + try: | ||
| 60 | + region = artice['region_name'].replace('发布于 ', '') | ||
| 61 | + except: | ||
| 62 | + region = '无' | ||
| 63 | + content = artice['text_raw'] | ||
| 64 | + contentLen = artice['textLength'] | ||
| 65 | + created_at = datetime.strptime(artice['created_at'],'%a %b %d %H:%M:%S %z %Y').strftime('%Y-%m-%d') | ||
| 66 | + type = type | ||
| 67 | + try: | ||
| 68 | + detailUrl = 'https://weibo.com/' + str(artice['id']) + '/' + str(artice['mblogid']) | ||
| 69 | + except: | ||
| 70 | + detailUrl = '无' | ||
| 71 | + authorAvatar = artice['user']['avatar_large'] | ||
| 72 | + authorName = artice['user']['screen_name'] | ||
| 73 | + authorDetail = 'https://weibo.com/u/' + str(artice['user']['id']) | ||
| 74 | + isVip = artice['user']['v_plus'] | ||
| 75 | + writerRow([ | ||
| 76 | + id, | ||
| 77 | + likeNum, | ||
| 78 | + commentsLen, | ||
| 79 | + reposts_count, | ||
| 80 | + region, | ||
| 81 | + content, | ||
| 82 | + contentLen, | ||
| 83 | + created_at, | ||
| 84 | + type, | ||
| 85 | + detailUrl, | ||
| 86 | + authorAvatar, | ||
| 87 | + authorName, | ||
| 88 | + authorDetail, | ||
| 89 | + isVip | ||
| 90 | + ]) | ||
| 91 | + | ||
| 92 | +def start(typeNum=1,pageNum=1): | ||
| 93 | + articleUrl = 'https://weibo.com/ajax/feed/hottimeline' | ||
| 94 | + init() | ||
| 95 | + typeList = getAllTypeList() | ||
| 96 | + typeNumCount = 0 | ||
| 97 | + for type in typeList: | ||
| 98 | + if typeNumCount > typeNum:return | ||
| 99 | + time.sleep(2) | ||
| 100 | + for page in range(0,pageNum): | ||
| 101 | + print('正在爬取的类型:%s 中的第%s页文章数据' % (type[0],page + 1)) | ||
| 102 | + time.sleep(1) | ||
| 103 | + parmas = { | ||
| 104 | + 'group_id':type[1], | ||
| 105 | + 'containerid':type[2], | ||
| 106 | + 'max_id':page, | ||
| 107 | + 'count':10, | ||
| 108 | + 'extparam':'discover|new_feed' | ||
| 109 | + } | ||
| 110 | + response = get_data(articleUrl,parmas) | ||
| 111 | + parse_json(response,type[0]) | ||
| 112 | + typeNumCount += 1 | ||
| 113 | + | ||
| 114 | +if __name__ == '__main__': | ||
| 115 | + start() | ||
| 116 | + | ||
| 117 | + | ||
| 118 | + | ||
| 119 | + | ||
| 120 | + | ||
| 121 | + | ||
| 122 | + | ||
| 123 | + |
spider/spiderNav.py
0 → 100644
| 1 | +import requests | ||
| 2 | +import csv | ||
| 3 | +import numpy as np | ||
| 4 | +import os | ||
| 5 | + | ||
| 6 | +def init(): | ||
| 7 | + if not os.path.exists('./navData.csv'): | ||
| 8 | + with open('./navData.csv','w',encoding='utf-8',newline='') as csvFile: | ||
| 9 | + writer = csv.writer(csvFile) | ||
| 10 | + writer.writerow([ | ||
| 11 | + 'typeName', | ||
| 12 | + 'gid', | ||
| 13 | + 'containerid' | ||
| 14 | + ]) | ||
| 15 | + | ||
| 16 | +def writerRow(row): | ||
| 17 | + with open('./navData.csv', 'a', encoding='utf-8', newline='') as csvFile: | ||
| 18 | + writer = csv.writer(csvFile) | ||
| 19 | + writer.writerow(row) | ||
| 20 | + | ||
| 21 | +def get_data(url): | ||
| 22 | + headers = { | ||
| 23 | + 'Cookie':'SINAGLOBAL=2555941826014.1074.1676801766625; ULV=1719829459275:6:1:2:4660996305989.918.1719827559898:1719743122299; UOR=,,www.baidu.com; XSRF-TOKEN=VtLXviYSIs8lor7sz4iGyigL; SUB=_2A25LhvU9DeRhGeFH6FIX-S3MyD2IHXVo-gj1rDV8PUJbkNAGLRXMkW1Ne2nhI3Gle25QJK0Z99J3trq_NZn6YKJ-; SUBP=0033WrSXqPxfM725Ws9jqgMF55529P9D9WW3Mv8V5EupQbbKh.vaZIwU5JpX5KzhUgL.FoM4e05c1Ke7e022dJLoIp7LxKML1KBLBKnLxKqL1hnLBoM41hz41hqReKqN; WBPSESS=Dt2hbAUaXfkVprjyrAZT_LRaDLsnxG-kIbeYwnBb5OUKZiwfVr_UrcYfWuqG-4ZVDM5HeU3HXkDNK_thfRfdS9Ao6ezT30jDksv-CpaVmlTAqGUHjJ7PYkH5aCK4HLxmRq14ZalmQNwzfWMPa4y0VNRLuYdg7L1s49ymNq_5v5vusoz0r4ki6u-MHGraF0fbUTgX14x0kHayEwOoxfLI-w==; SCF=AqmJWo31oFV5itnRgWNU1-wHQTL6PmkBLf3gDuqpdqAIfaWguDTMre6Oxjf5Uzs74JAh2r0DdV1sJ1g6m-wJ5NQ.; _s_tentry=-; Apache=4660996305989.918.1719827559898; PC_TOKEN=7955a7ab1f; appkey=; geetest_token=602cd4e3a7ed1898808f8adfe1a2048b; ALF=1722421868', | ||
| 24 | + 'User-Agent':'Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:127.0) Gecko/20100101 Firefox/127.0' | ||
| 25 | + } | ||
| 26 | + params = { | ||
| 27 | + 'is_new_segment':1, | ||
| 28 | + 'fetch_hot':1 | ||
| 29 | + } | ||
| 30 | + response = requests.get(url,headers=headers,params=params) | ||
| 31 | + if response.status_code == 200: | ||
| 32 | + return response.json() | ||
| 33 | + else: | ||
| 34 | + return None | ||
| 35 | + | ||
| 36 | +def parse_json(response): | ||
| 37 | + navList = np.append(response['groups'][3]['group'],response['groups'][4]['group']) | ||
| 38 | + for nav in navList: | ||
| 39 | + navName = nav['title'] | ||
| 40 | + gid = nav['gid'] | ||
| 41 | + containerid = nav['containerid'] | ||
| 42 | + writerRow([ | ||
| 43 | + navName, | ||
| 44 | + gid, | ||
| 45 | + containerid | ||
| 46 | + ]) | ||
| 47 | + | ||
| 48 | + | ||
| 49 | +if __name__ == '__main__': | ||
| 50 | + init() | ||
| 51 | + url = 'https://weibo.com/ajax/feed/allGroups' | ||
| 52 | + response = get_data(url) | ||
| 53 | + parse_json(response) |
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