万朱浩 / Venue-Ops

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juanboy
2713bf9f 1 parent 82bf846b

话题预测界面

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Showing 13 changed files with 665 additions and 33 deletions
... ... @@ -23,9 +23,10 @@ def main():
# 格式整理
list_count = sorted(word_count.items(),key=lambda x:x[1],reverse=True)
# list_count = [[key, str(value)] for key, value in list_count]
# return list_count
for i in range(100):
print(list_count[i],file=result)
if __name__ == '__main__':
main()
\ No newline at end of file
print(main())
\ No newline at end of file
... ...
... ... @@ -93,3 +93,5 @@ def getAllHotWords():
def getAllTopics():
data =[]
return data
if __name__ == '__main__':
print(getAllHotWords())
\ No newline at end of file
... ...
... ... @@ -44,15 +44,22 @@ def mergeTopics(article_topics, comment_topics):# 合并话题
merged_dict[topic['name']] += topic['value']
else:
merged_dict[topic['name']] = topic['value']
merged_list = [{'name': key, 'value': value} for key, value in merged_dict.items()]
merged_dict = sorted(merged_dict.items(), key=lambda item: item[1], reverse=True)
merged_list = [[key, str(value)] for key, value in merged_dict]
return merged_list
def getTopicData():
# 读取合并文件 merge.csv # 取前十个话题
top_10_topics = pd.read_csv('./merged_topics.csv').head(10)
# 获取话题名称和对应的值
X = top_10_topics['name'].tolist()
Y = top_10_topics['value'].tolist()
return X, Y
def getAllTopicData():
# 读取合并文件 merge.csv
# data = []
# df = pd.read_csv('./merged_topics.csv',encoding='utf8')
# for i in df.values:
# try:
# data.append([
# re.search('[\u4e00-\u9fa5]+',str(i)).group(),
# re.search('\d+',str(i)).group()
# ])
# except:
# continue
return mergeTopics(getTopicByArticle(), getTopicByComments())
def getTopicCreatedAtandpredictData(topic):# 统计特定话题的评论在每个日期的数量，并返回日期和对应的评论数量
createdAt = {}
... ... @@ -71,9 +78,9 @@ def getTopicCreatedAtandpredictData(topic):# 统计特定话题的评论在每
createdAt = {k: createdAt[k] for k in sorted(createdAt, key=lambda date: datetime.datetime.strptime(date, "%Y-%m-%d"))}
createdAt.update(predict_future_values(createdAt))
sorted_data = {k: createdAt[k] for k in sorted(createdAt, key=lambda date: datetime.datetime.strptime(date, "%Y-%m-%d"))}
result_list = [0] * (len(sorted_data) - 5) + [1] * 5
return topic,sorted_data,result_list
# return topic,list(createdAt.keys()),list(createdAt.values()),result_list
# result_list = [0] * (len(sorted_data) - 5) + [1] * 5
print(list(createdAt.keys()),list(createdAt.values()))
return list(createdAt.keys()),list(createdAt.values())
def writeTopicsToCSV(topics, file_name):
# 检查文件是否存在，如果存在则附加写入，否则新建一个
... ... @@ -91,6 +98,7 @@ def writeTopicsToCSV(topics, file_name):
writer.writerow(topic)
if __name__ == '__main__':
# 将话题数据写入 CSV 文件
# merged_topics = mergeTopics(getTopicByArticle(), getTopicByComments())
# print(mergeTopics(getTopicByArticle(), getTopicByComments()))
# writeTopicsToCSV(merged_topics, 'merged_topics.csv')
print(getTopicCreatedAtandpredictData("生活"))
print(getAllTopicData())
... ...
... ... @@ -6,6 +6,8 @@ from utils.getTableData import *
from utils.getPublicData import getAllHotWords, getAllTopics
from utils.getEchartsData import *
from utils.getTopicPageData import *
from utils.yuqingpredict import *
from utils.getPublicData import getAllHotWords
pb = Blueprint('page',
__name__,
... ... @@ -38,6 +40,7 @@ def home():
def hotWord():
username = session.get('username')
hotWordList = getAllHotWords()
print(hotWordList)
defaultHotWord = hotWordList[0][0]
if request.args.get('hotWord'):
defaultHotWord = request.args.get('hotWord')
... ... @@ -51,7 +54,6 @@ def hotWord():
sentences = '正面'
elif value < 0.5:
sentences = '负面'
comments = getCommentFilterData(defaultHotWord)
return render_template('hotWord.html',
username=username,
... ... @@ -161,6 +163,34 @@ def yuqingChar():
x1Data=x1Data,
y1Data=y1Data)
@pb.route('/yuqingpredict')
def yuqingpredict():
username = session.get('username')
TopicList = getAllTopicData()
defaultTopic = TopicList[0][0]
if request.args.get('Topic'):
defaultTopic = request.args.get('Topic')
TopicLen = getTopicLen(defaultTopic)
X, Y = getTopicCreatedAtandpredictData(defaultTopic)
sentences = ''
value = SnowNLP(defaultTopic).sentiments
if value == 0.5:
sentences = '中性'
elif value > 0.5:
sentences = '正面'
elif value < 0.5:
sentences = '负面'
comments = getCommentFilterDataTopic(defaultTopic)
return render_template('yuqingpredict.html',
username=username,
hotWordList=TopicList,
defaultHotWord=defaultTopic,
hotWordLen=TopicLen,
sentences=sentences,
xData=X,
yData=Y,
comments=comments)
@pb.route('/articleCloud')
def articleCloud():
... ...
... ... @@ -42,7 +42,7 @@
<li class="px-3 pt-3 pb-2 ">
<span class="text-uppercase small font-weight-bold">数据可视化</span>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/articleChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -72,7 +72,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -82,6 +82,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
... ... @@ -72,7 +72,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -82,10 +82,20 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/articleCloud" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ...
... ... @@ -38,7 +38,7 @@
<li class="px-3 pt-3 pb-2 ">
<span class="text-uppercase small font-weight-bold">首页</span>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/home" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -101,7 +101,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -111,8 +111,18 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">机器学习预测</span>
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
<li class=" sidebar-layout">
<a href="/page/articleCloud" class="svg-icon">
... ...
... ... @@ -63,7 +63,7 @@
<span class="ml-2">IP分析</span>
</a>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/commentChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -72,7 +72,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -82,6 +82,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
... ... @@ -2,7 +2,6 @@
{% block title %}
热词统计
{% endblock %}
{% block nav %}
<nav class="iq-sidebar-menu">
<ul id="iq-sidebar-toggle" class="side-menu">
... ... @@ -19,7 +18,7 @@
<span class="ml-2">首页</span>
</a>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/hotWord" class="svg-icon ">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -72,7 +71,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -82,6 +81,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
... ... @@ -53,7 +53,7 @@
<span class="ml-2">文章分析</span>
</a>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/ipChar" class="svg-icon">
<i class="">
<svg class="icon line" width="18" id="receipt" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -73,8 +73,8 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
... ... @@ -83,6 +83,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
... ... @@ -29,7 +29,7 @@
<span class="ml-2">热词统计</span>
</a>
</li>
<li class="active sidebar-layout">
<li class=" sidebar-layout">
<a href="/page/tableData" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -72,7 +72,7 @@
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class=" sidebar-layout">
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
... ... @@ -82,6 +82,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
... ... @@ -81,6 +81,16 @@
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
... ...
{% extends 'base_page.html' %}
{% block title %}
舆情预测
{% endblock %}
{% block nav %}
<nav class="iq-sidebar-menu">
<ul id="iq-sidebar-toggle" class="side-menu">
<li class="px-3 pt-3 pb-2 ">
<span class="text-uppercase small font-weight-bold">首页</span>
</li>
<li class=" sidebar-layout">
<a href="/page/home" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3 12l2-2m0 0l7-7 7 7M5 10v10a1 1 0 001 1h3m10-11l2 2m-2-2v10a1 1 0 01-1 1h-3m-6 0a1 1 0 001-1v-4a1 1 0 011-1h2a1 1 0 011 1v4a1 1 0 001 1m-6 0h6"></path>
</svg>
</i>
<span class="ml-2">首页</span>
</a>
</li>
<li class=" sidebar-layout">
<a href="/page/hotWord" class="svg-icon ">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M17 20h5v-2a3 3 0 00-5.356-1.857M17 20H7m10 0v-2c0-.656-.126-1.283-.356-1.857M7 20H2v-2a3 3 0 015.356-1.857M7 20v-2c0-.656.126-1.283.356-1.857m0 0a5.002 5.002 0 019.288 0M15 7a3 3 0 11-6 0 3 3 0 016 0zm6 3a2 2 0 11-4 0 2 2 0 014 0zM7 10a2 2 0 11-4 0 2 2 0 014 0z"></path>
</svg>
</i>
<span class="ml-2">热词统计</span>
</a>
</li>
<li class=" sidebar-layout">
<a href="/page/tableData" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 7h.01M7 3h5c.512 0 1.024.195 1.414.586l7 7a2 2 0 010 2.828l-7 7a2 2 0 01-2.828 0l-7-7A1.994 1.994 0 013 12V7a4 4 0 014-4z"></path>
</svg>
</i>
<span class="ml-2">微博舆情统计</span>
</a>
</li>
<li class="px-3 pt-3 pb-2 ">
<span class="text-uppercase small font-weight-bold">数据可视化</span>
</li>
<li class=" sidebar-layout">
<a href="/page/articleChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3 3h2l.4 2M7 13h10l4-8H5.4M7 13L5.4 5M7 13l-2.293 2.293c-.63.63-.184 1.707.707 1.707H17m0 0a2 2 0 100 4 2 2 0 000-4zm-8 2a2 2 0 11-4 0 2 2 0 014 0z"></path>
</svg>
</i>
<span class="ml-2">文章分析</span>
</a>
</li>
<li class=" sidebar-layout">
<a href="/page/ipChar" class="svg-icon">
<i class="">
<svg class="icon line" width="18" id="receipt" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24" stroke="currentColor">
<path d="M17,16V3L13,5,10,3,7,5,3,3V17.83A3.13,3.13,0,0,0,5.84,21,3,3,0,0,0,9,18V17a1,1,0,0,1,1-1H20a1,1,0,0,1,1,1v1a3,3,0,0,1-3,3H6" style="fill: none; stroke-linecap: round; stroke-linejoin: round; stroke-width: 2;"></path>
<line x1="8" y1="10" x2="12" y2="10" style="fill: none; stroke-linecap: round; stroke-linejoin: round; stroke-width: 2;"></line>
</svg>
</i>
<span class="ml-2">IP分析</span>
</a>
</li>
<li class=" sidebar-layout">
<a href="/page/commentChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4"></path>
</svg>
</i><span class="ml-2">评论分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingChar" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情分析</span>
</a>
</li>
<li class="active sidebar-layout">
<a href="/page/yuqingpredict" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 7V3m8 4V3m-9 8h10M5 21h14a2 2 0 002-2V7a2 2 0 00-2-2H5a2 2 0 00-2 2v12a2 2 0 002 2z"></path>
</svg>
</i>
<span class="ml-2">舆情预测</span>
</a>
</li>
<li class="px-3 pt-3 pb-2">
<span class="text-uppercase small font-weight-bold">词云图</span>
</li>
<li class=" sidebar-layout">
<a href="/page/articleCloud" class="svg-icon">
<i class="">
<svg xmlns="http://www.w3.org/2000/svg" width="18" fill="none" viewbox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M8 12h.01M12 12h.01M16 12h.01M21 12c0 4.418-4.03 8-9 8a9.863 9.863 0 01-4.255-.949L3 20l1.395-3.72C3.512 15.042 3 13.574 3 12c0-4.418 4.03-8 9-8s9 3.582 9 8z"></path>
</svg>
</i><span class="ml-2">文章内容词云图</span>
</a>
</li>
</ul>
</nav>
{% endblock %}
{% block content %}
<div class="container-fluid">
<div class="row">
<div class="col-md-12 mb-4 mt-1">
<div class="d-flex flex-wrap justify-content-between align-items-center">
<h4 class="font-weight-bold">话题统计页</h4>
</div>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<div class="card card-block card-stretch card-height">
<div class="card-body">
<div class="collapse" id="form-element-15">
<div class="card"><kbd class="bg-dark"><pre id="select-size" class="text-white"><code>
&lt;div class="form-group"&gt;
&lt;label&gt;Small&lt;/label&gt;
&lt;select class="form-control form-control-sm mb-3"&gt;
&lt;option selected=""&gt;Open this select menu&lt;/option&gt;
&lt;option value="1"&gt;One&lt;/option&gt;
&lt;option value="2"&gt;Two&lt;/option&gt;
&lt;option value="3"&gt;Three&lt;/option&gt;
&lt;/select&gt;
&lt;/div&gt;
&lt;div class="form-group"&gt;
&lt;label&gt;Default&lt;/label&gt;
&lt;select class="form-control mb-3"&gt;
&lt;option selected=""&gt;Open this select menu&lt;/option&gt;
&lt;option value="1"&gt;One&lt;/option&gt;
&lt;option value="2"&gt;Two&lt;/option&gt;
&lt;option value="3"&gt;Three&lt;/option&gt;
&lt;/select&gt;
&lt;/div&gt;
&lt;div class="form-group"&gt;
&lt;label&gt;Large&lt;/label&gt;
&lt;select class="form-control form-control-lg"&gt;
&lt;option selected=""&gt;Open this select menu&lt;/option&gt;
&lt;option value="1"&gt;One&lt;/option&gt;
&lt;option value="2"&gt;Two&lt;/option&gt;
&lt;option value="3"&gt;Three&lt;/option&gt;
&lt;/select&gt;
&lt;/div&gt;
</code></pre></kbd></div>
</div>
<div class="form-group">
<label>话题选择</label>
<select onchange="hotWordChange(event)" class="form-control mb-3">
{% for i in hotWordList %}
{% if defaultHotWord == i[0] %}
<option selected value="{{ i[0] }}">{{ i[0] }}</option>
{% else %}
<option value="{{ i[0] }}">{{ i[0] }}</option>
{% endif %}
{% endfor %}
</select>
<script>
function hotWordChange(e){
window.location.href = 'http://127.0.0.1:5000/page/yuqingpredict?Topic=' + e.target.value
}
</script>
</div>
</div>
</div>
</div>
</div>
<div class="row" style="justify-content: center">
<div class="col-md-6 col-xl-6">
<div class="card">
<div class="card-body">
<h4 class="card-title font-size-16 mt-0">{{ defaultHotWord }}</h4>
</div>
<ul class="list-group list-group-flush">
<li class="list-group-item">话题名称：{{ defaultHotWord }}</li>
<li class="list-group-item">出现次数：{{ hotWordLen }}次</li>
<li class="list-group-item">话题情感：{{ sentences }}</li>
</ul>
</div>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<div class="card">
<div class="card-body">
<h4 class="card-title font-size-16 mt-0">话题年份变化趋势</h4>
</div>
<div id="main" style="width:100%;height: 450px"></div>
</div>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<div class="card">
<div class="card-header d-flex justify-content-between">
<div class="header-title">
<h4 class="card-title">话题查询表格</h4>
</div>
<div class="header-action">
<i data-toggle="collapse" data-target="#datatable-1" aria-expanded="false">
<svg width="20" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor">
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 20l4-16m4 4l4 4-4 4M6 16l-4-4 4-4"></path>
</svg>
</i>
</div>
</div>
<div class="card-body">
<div class="collapse" id="datatable-1">
<div class="card"><kbd class="bg-dark">
<pre id="bootstrap-datatables" class="text-white"><code>
&lt;table id="datatable" class="table data-table table-striped table-bordered" &gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Name&lt;/th&gt;
&lt;th&gt;Position&lt;/th&gt;
&lt;th&gt;Office&lt;/th&gt;
&lt;th&gt;Age&lt;/th&gt;
&lt;th&gt;Start date&lt;/th&gt;
&lt;th&gt;Salary&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Tiger Nixon&lt;/td&gt;
&lt;td&gt;System Architect&lt;/td&gt;
&lt;td&gt;Edinburgh&lt;/td&gt;
&lt;td&gt;61&lt;/td&gt;
&lt;td&gt;2011/04/25&lt;/td&gt;
&lt;td&gt;$320,800&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Garrett Winters&lt;/td&gt;
&lt;td&gt;Accountant&lt;/td&gt;
&lt;td&gt;Tokyo&lt;/td&gt;
&lt;td&gt;63&lt;/td&gt;
&lt;td&gt;2011/07/25&lt;/td&gt;
&lt;td&gt;$170,750&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Ashton Cox&lt;/td&gt;
&lt;td&gt;Junior Technical Author&lt;/td&gt;
&lt;td&gt;San Francisco&lt;/td&gt;
&lt;td&gt;66&lt;/td&gt;
&lt;td&gt;2009/01/12&lt;/td&gt;
&lt;td&gt;$86,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Cedric Kelly&lt;/td&gt;
&lt;td&gt;Senior Javascript Developer&lt;/td&gt;
&lt;td&gt;Edinburgh&lt;/td&gt;
&lt;td&gt;22&lt;/td&gt;
&lt;td&gt;2012/03/29&lt;/td&gt;
&lt;td&gt;$433,060&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Airi Satou&lt;/td&gt;
&lt;td&gt;Accountant&lt;/td&gt;
&lt;td&gt;Tokyo&lt;/td&gt;
&lt;td&gt;33&lt;/td&gt;
&lt;td&gt;2008/11/28&lt;/td&gt;
&lt;td&gt;$162,700&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Brielle Williamson&lt;/td&gt;
&lt;td&gt;Integration Specialist&lt;/td&gt;
&lt;td&gt;New York&lt;/td&gt;
&lt;td&gt;61&lt;/td&gt;
&lt;td&gt;2012/12/02&lt;/td&gt;
&lt;td&gt;$372,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Herrod Chandler&lt;/td&gt;
&lt;td&gt;Sales Assistant&lt;/td&gt;
&lt;td&gt;San Francisco&lt;/td&gt;
&lt;td&gt;59&lt;/td&gt;
&lt;td&gt;2012/08/06&lt;/td&gt;
&lt;td&gt;$137,500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Rhona Davidson&lt;/td&gt;
&lt;td&gt;Integration Specialist&lt;/td&gt;
&lt;td&gt;Tokyo&lt;/td&gt;
&lt;td&gt;55&lt;/td&gt;
&lt;td&gt;2010/10/14&lt;/td&gt;
&lt;td&gt;$327,900&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Colleen Hurst&lt;/td&gt;
&lt;td&gt;Javascript Developer&lt;/td&gt;
&lt;td&gt;San Francisco&lt;/td&gt;
&lt;td&gt;39&lt;/td&gt;
&lt;td&gt;2009/09/15&lt;/td&gt;
&lt;td&gt;$205,500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Sonya Frost&lt;/td&gt;
&lt;td&gt;Software Engineer&lt;/td&gt;
&lt;td&gt;Edinburgh&lt;/td&gt;
&lt;td&gt;23&lt;/td&gt;
&lt;td&gt;2008/12/13&lt;/td&gt;
&lt;td&gt;$103,600&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Jena Gaines&lt;/td&gt;
&lt;td&gt;Office Manager&lt;/td&gt;
&lt;td&gt;London&lt;/td&gt;
&lt;td&gt;30&lt;/td&gt;
&lt;td&gt;2008/12/19&lt;/td&gt;
&lt;td&gt;$90,560&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Quinn Flynn&lt;/td&gt;
&lt;td&gt;Support Lead&lt;/td&gt;
&lt;td&gt;Edinburgh&lt;/td&gt;
&lt;td&gt;22&lt;/td&gt;
&lt;td&gt;2013/03/03&lt;/td&gt;
&lt;td&gt;$342,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Charde Marshall&lt;/td&gt;
&lt;td&gt;Regional Director&lt;/td&gt;
&lt;td&gt;San Francisco&lt;/td&gt;
&lt;td&gt;36&lt;/td&gt;
&lt;td&gt;2008/10/16&lt;/td&gt;
&lt;td&gt;$470,600&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Haley Kennedy&lt;/td&gt;
&lt;td&gt;Senior Marketing Designer&lt;/td&gt;
&lt;td&gt;London&lt;/td&gt;
&lt;td&gt;43&lt;/td&gt;
&lt;td&gt;2012/12/18&lt;/td&gt;
&lt;td&gt;$313,500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Tatyana Fitzpatrick&lt;/td&gt;
&lt;td&gt;Regional Director&lt;/td&gt;
&lt;td&gt;London&lt;/td&gt;
&lt;td&gt;19&lt;/td&gt;
&lt;td&gt;2010/03/17&lt;/td&gt;
&lt;td&gt;$385,750&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Michael Silva&lt;/td&gt;
&lt;td&gt;Marketing Designer&lt;/td&gt;
&lt;td&gt;London&lt;/td&gt;
&lt;td&gt;66&lt;/td&gt;
&lt;td&gt;2012/11/27&lt;/td&gt;
&lt;td&gt;$198,500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Paul Byrd&lt;/td&gt;
&lt;td&gt;Chief Financial Officer (CFO)&lt;/td&gt;
&lt;td&gt;New York&lt;/td&gt;
&lt;td&gt;64&lt;/td&gt;
&lt;td&gt;2010/06/09&lt;/td&gt;
&lt;td&gt;$725,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Gloria Little&lt;/td&gt;
&lt;td&gt;Systems Administrator&lt;/td&gt;
&lt;td&gt;New York&lt;/td&gt;
&lt;td&gt;59&lt;/td&gt;
&lt;td&gt;2009/04/10&lt;/td&gt;
&lt;td&gt;$237,500&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Bradley Greer&lt;/td&gt;
&lt;td&gt;Software Engineer&lt;/td&gt;
&lt;td&gt;London&lt;/td&gt;
&lt;td&gt;41&lt;/td&gt;
&lt;td&gt;2012/10/13&lt;/td&gt;
&lt;td&gt;$132,000&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Dai Rios&lt;/td&gt;
&lt;td&gt;Personnel Lead&lt;/td&gt;
&lt;td&gt;Edinburgh&lt;/td&gt;
&lt;td&gt;35&lt;/td&gt;
&lt;td&gt;2012/09/26&lt;/td&gt;
&lt;td&gt;$217,500&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;
</code></pre></kbd></div>
</div>
<p>根据选择的话题从而查询出评论数据</p>
<div class="table-responsive">
<div id="datatable-1_wrapper" class="dataTables_wrapper dt-bootstrap4">
<div class="row"><div class="col-sm-12"><table id="datatable-1" class="table data-table table-striped table-bordered dataTable" role="grid" aria-describedby="datatable-1_info">
<thead>
<tr role="row">
<th class="sorting sorting_asc" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-sort="ascending" aria-label="Name: activate to sort column descending" style="width: 250.844px;">文章ID</th>
<th class="sorting" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-label="Position: activate to sort column ascending" style="width: 392.094px;">评论用户</th>
<th class="sorting" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-label="Office: activate to sort column ascending" style="width: 190.75px;">评论性别</th>
<th class="sorting" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-label="Age: activate to sort column ascending" style="width: 84.2656px;">评论话题</th>
<th class="sorting" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-label="Start date: activate to sort column ascending" style="width: 172.594px;">评论内容</th>
<th class="text-right sorting" tabindex="0" aria-controls="datatable-1" rowspan="1" colspan="1" aria-label="Salary: activate to sort column ascending" style="width: 158.453px;">点赞量</th></tr>
</thead>
<tbody>
{% for i in comments %}
<tr class="odd">
<td class="sorting_1">{{ i[0] }}</td>
<td>{{ i[5] }}</td>
<td>
{% if i[6] =='f' %}
女生
{% else %}
男生
{% endif %}
</td>
<td>{{ i[9] }}</td>
<td>{{ i[4] }}</td>
<td class="text-right">👍{{ i[2] }}</td>
</tr>
{% endfor %}
</tbody>
</table></div></div>
</div>
</div>
</div>
</div>
</div>
</div>
{% endblock %}
{% block echarts %}
<script>
var yData = {{ yData | tojson }};
var xData = {{ xData | tojson }};
var chartDom = document.getElementById('main');
var myChart = echarts.init(chartDom);
var option;
var lastFiveStartIndex = yData.length - 5; // 最后五个数据点的开始索引
option = {
tooltip: {
trigger: 'axis'
},
legend: {
data: ['话题出现时间分布个数', '话题预测时间分布个数']
},
toolbox: {
show: true,
feature: {
dataView: { show: true, readOnly: false },
magicType: { show: true, type: ['line', 'bar'] },
restore: { show: true },
saveAsImage: { show: true }
}
},
calculable: true,
xAxis: [
{
type: 'category',
data: xData
}
],
yAxis: [
{
type: 'value'
}
],
dataZoom: [
{
show: true,
start: 10,
end: 60
},
{
type: 'inside',
start: 10,
end: 60
}
],
series: [
{
name: '话题预测时间分布个数',
type: 'bar',
data: yData.map((value, index) => ({
value: value,
itemStyle: {
color: index >= lastFiveStartIndex ? 'orange' : 'blue'
}
})),
markPoint: {
data: [
{ type: 'max', name: 'Max' },
{ type: 'min', name: 'Min' }
]
},
markLine: {
data: [{ type: 'average', name: 'Avg' }]
}
}
]
};
myChart.setOption(option);
</script>
{% endblock %}
\ No newline at end of file
... ...