Merge branch 'main' of github.com:666ghj/Weibo_PublicOpinion_AnalysisSystem

.idea/.gitignore

@@ -0,0 +1,5 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/

.idea/Weibo_PublicOpinion_AnalysisSystem.iml

@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="Flask">
+    <option name="enabled" value="true" />
+  </component>
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_CONFIGURATION" value="Jinja2" />
+    <option name="TEMPLATE_FOLDERS">
+      <list>
+        <option value="$MODULE_DIR$/templates" />
+      </list>
+    </option>
+  </component>
+</module>

.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,17 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N802" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="SpellCheckingInspection" enabled="false" level="TYPO" enabled_by_default="false">
+      <option name="processCode" value="true" />
+      <option name="processLiterals" value="true" />
+      <option name="processComments" value="true" />
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Python 3.12 (Desktop)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (Desktop)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/Weibo_PublicOpinion_AnalysisSystem.iml" filepath="$PROJECT_DIR$/.idea/Weibo_PublicOpinion_AnalysisSystem.iml" />
+    </modules>
+  </component>
+</project>

.idea/vcs.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>

utils/getEchartsData.py

@@ -152,3 +152,59 @@ def getCommentCharDataTwo():# 统计评论数据中不同性别的数量
         })
     return resultData
 
+def getYuQingCharDataOne():# 统计热词中正面、中性、负面的数量
+    hotWordList = getAllHotWords()
+    xData = ['正面','中性','负面']
+    yData = [0,0,0]
+    for word in hotWordList:
+        emotionValue = SnowNLP(word[0]).sentiments
+        if emotionValue > 0.5:
+            yData[0] += 1
+        elif emotionValue == 0.5:
+            yData[1] += 1
+        elif emotionValue < 0.5:
+            yData[2] += 1
+    finalData = [{
+        'name':x,
+        'value':yData[index]
+    } for index,x in enumerate(xData)]
+    return xData,yData,finalData
+
+def getYuQingCharDataTwo():# 统计评论列表和文章列表中的情感值
+    xData = ['正面', '中性', '负面']
+    finalData1 = [{
+        'name':x,
+        'value':0
+    } for x in xData]
+    finalData2 = [{
+        'name': x,
+        'value': 0
+    } for x in xData]
+
+    for comment in commentList:
+        emotionValue = SnowNLP(comment[4]).sentiments
+        if emotionValue > 0.5:
+            finalData1[0]['value'] += 1
+        elif emotionValue == 0.5:
+            finalData1[1]['value'] += 1
+        elif emotionValue < 0.5:
+            finalData1[2]['value'] += 1
+    for artile in articleList:
+        emotionValue = SnowNLP(artile[5]).sentiments
+        if emotionValue > 0.5:
+            finalData2[0]['value'] += 1
+        elif emotionValue == 0.5:
+            finalData2[1]['value'] += 1
+        elif emotionValue < 0.5:
+            finalData2[2]['value'] += 1
+    return finalData1,finalData2
+
+def getYuQingCharDataThree():# 提取前10个热词及其对应的出现频率
+    hotWordList = getAllHotWords()
+    xData = []
+    yData = []
+    for i in hotWordList[:10]:
+        xData.append(i[0])
+        yData.append(int(i[1]))
+    return xData,yData
+

utils/getTableData.py

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+from utils.getPublicData import getAllArticleData
+from snownlp import SnowNLP
+
+def getTableDataList(flag):
+    if flag:
+        tableList = []
+        articeList = getAllArticleData()
+        for article in articeList:
+            item = list(article)
+            value = ''
+            if SnowNLP(item[5]).sentiments > 0.5:
+                value = '正面'
+            elif SnowNLP(item[5]).sentiments < 0.5:
+                value = '负面'
+            else:
+                value = '中性'
+            item.append(value)
+            tableList.append(item)
+        return tableList
+    else:
+        return getAllArticleData()