bet365 refer a friend code emotions are a barometer of the operating status of the bet365 refer a friend code system，Through this barometer, the structural characteristics and operating logic of the bet365 refer a friend code system can be monitored and understood。Obviously，The bet365 refer a friend code system has a series of bet365 refer a friend code emotional expressions under normal conditions，There are also a series of emotional expressions under abnormal conditions。When a public event with greater influence occurs，bet365 refer a friend code emotions will undergo abnormal changes，Such as the helplessness and despair of the people when the war breaks out、bet365 refer a friend code anxiety in the context of great power competition。The evolution of these public events is often mixed with drastic changes in bet365 refer a friend code sentiment，Putting forward higher requirements for bet365 refer a friend code governance。

Then how should we monitor and understand the bet365 refer a friend code emotions of our era？

　　Good data and methods provide guarantee

The bet365 refer a friend code system itself is a macroscopic and complex giant system，Existing bet365 refer a friend code science research often analyzes based on some elements，Because there is little overall data。In the era of big data，That’s changing，Various Internet big data often contain activity information of most subjects in the whole society，If facebook has 5.700 million global users，WeChat users cover most of the people in China。Therefore，Activities of these users on various online platforms，Reflects the situation of most members in bet365 refer a friend code life to a certain extent。The emotional information such as joy, anger, sorrow and joy left by these users in the process of bet365 refer a friend code life，gathered into the note of the times。The analysis of these massive data information helps researchers analyze the operating characteristics of bet365 refer a friend code systems from a macro perspective，And see the spirit of the times accordingly。

With massive Internet big data，The next most important thing is the analysis method。How to use these Internet big data to monitor dynamic changes in bet365 refer a friend code emotions？Various machine learning methods and natural language processing algorithms，Provides a good tool for researchers to explore these structured data that are different from traditional ones。Especially，ChatGPT、Bard、Large language model represented by Claude and others，Provides great convenience for semantic understanding and sentiment analysis of text。

　　Appropriate perspective and path to achieve improvement

Judging from the research experience in the past few years，Understanding bet365 refer a friend code emotional issues in the era of transition，There are generally the following important perspectives。

First，We must flexibly use the structural narrative perspective of sociology。Different from history which focuses on process narrative，Sociological research attaches great importance to studying the structural characteristics of society。Through structural narrative，On the one hand, we can analyze the impact of bet365 refer a friend code structural characteristics on bet365 refer a friend code emotions；On the other hand，With the help of bet365 refer a friend code sentiment analysis, we can also see through the structural characteristics of society。For example，The author once took the more than 30 million events in the GDELT database as an example，Analysis of the prominent emotions of various groups in Chinese society，Exhibited anxiety、Group distribution of bet365 refer a friend code emotions such as feelings of unfairness。Research findings，Anxiety、Resentment and other emotions are closely related to bet365 refer a friend code structure，Like anxiety in civil servants、Entrepreneur、The most prominent among staff and other groups。This distribution characteristic of bet365 refer a friend code emotions，Closely related to the living conditions and pressures faced by various groups in the era of bet365 refer a friend code transformation。

Secondly，Focus on major public events。bet365 refer a friend code emotion is an expressive existence，When the bet365 refer a friend code system is operating relatively normally，It is often difficult to find important patterns。Because the public lacks emotional expression，Researchers have no way to observe。And often in some major public events，Popular emotions are released，Various bet365 refer a friend code psychology that were originally hidden are activated，This constitutes the key to grasping public opinion in the process of bet365 refer a friend code governance。

The occurrence and evolution of major public events，It is often a process in which bet365 refer a friend code attention is highly concentrated and bet365 refer a friend code emotions are concentrated and exploded，bet365 refer a friend code public opinion explodes frequently，Various positions、Competing attitudes and opinions，The bet365 refer a friend code system is in a state of "burning"。In this moment of bet365 refer a friend code “burning”，Only can we see the hidden regularities and structural characteristics in the bet365 refer a friend code system。When the bet365 refer a friend code system is in a calm state，Because its various elements are scattered、Discrete，No aggregate interaction relationship is formed，It is often difficult for researchers to reveal the undercurrents hidden beneath the surface。

At the same time，The evolution of major public events，It is also the key to bet365 refer a friend code control and bet365 refer a friend code emotional guidance。In the evolution of major public events，Various opinions and forces interact in various forms，Those accumulated emotions also took the opportunity to find an outlet for release。If bet365 refer a friend code control and bet365 refer a friend code emotional guidance are not timely，Often causes secondary disasters，Having a greater impact on bet365 refer a friend code stability。

The author once relied on the analysis of big data from bet365 refer a friend code media such as Twitter，Shows the evolution of the main emotions of users of these media platforms from 2020 to 2022，Displays the evolving characteristics and formation mechanism of international bet365 refer a friend code emotions，It has important enlightening significance for bet365 refer a friend code emotional intervention under major public health events。Data analysis results display，The main emotions of this period include bet365 refer a friend code panic、Anxiety and depression, etc.，Mainly occurring in the first half of 2020，Although bet365 refer a friend code sentiment has fluctuated significantly since then，But the amplitude is obviously smaller。In addition，Panic、The emergence of anxiety and depression has obvious stages，If the bet365 refer a friend code psychological crisis presents an obvious panic period、Anxiety, depression and recovery period。Further research also found，The evolution of these emotions is closely related to government actions and bet365 refer a friend code responses。

AGAIN，Need to pay close attention to the impact of great power competition and economic operations on bet365 refer a friend code sentiment。Existing research results on bet365 refer a friend code mentality mainly focus on the grand background of bet365 refer a friend code transformation，With the acceleration of major changes in the world that have not been seen in a century，The game between great powers has also become a major factor affecting bet365 refer a friend code sentiment。Great power competition is not only reflected in military affairs、Economic and technological fields，Actually，In the Internet era，bet365 refer a friend code mentality and bet365 refer a friend code cognition also constitute important fields for the game between great powers。The competition in the cognitive domain without smoke has already begun，Cognitive intervention combined with cognitive manipulation and gaming in the physical realm，Have an important impact on bet365 refer a friend code mentality。The author once made a comparative analysis of the changes in bet365 refer a friend code sentiment in the two countries under the background of the Sino-US trade war from 2018 to 2019，Discovered that the Sino-US trade war has had an asymmetric impact on the bet365 refer a friend code mentality of the two countries。

In addition，Proven by international research，The impact of economic performance on bet365 refer a friend code mentality cannot be ignored。When the economy is on an overall upswing and running well，Develop into a solution to various problems；In the economic downturn cycle，All kinds of bet365 refer a friend code conflicts will intensify，The probability of bet365 refer a friend code problems increases。So，Dynamic monitoring and early warning of bet365 refer a friend code emotions，Maintain bet365 refer a friend code stability，It becomes the key to bet365 refer a friend code governance in the economic downturn。Relatively speaking，It is relatively easy to monitor bet365 refer a friend code mentality in the upward and benign operation stages。

Finally，The analysis of bet365 refer a friend code emotions also needs to pay attention to the background of bet365 refer a friend code digital transformation。The digital transformation of society triggers fundamental changes in society，Digital transformation brings human society into a highly emotional Internet era。The Internet provides new possibilities for interpersonal connection，Bringing human society into digital interaction mode。Therefore，The endless emotional carnival on bet365 refer a friend code media、bet365 refer a friend code anxiety and large-scale contagion continue to occur。This seems to be an era that has never been seen in bet365 refer a friend code scientific research。Informationism represented by Custer，As the most advanced production tool, new communication technology will definitely promote changes in production relations and superstructure，Bring about changes in bet365 refer a friend code relations and bet365 refer a friend code structure，Form a new history interval (intervals in history)。In other words，As a break、A historical event of qualitative change or leap，Changes in new communication technologies may lead to economic changes、Society、The discontinuous pattern of culture and materiality。Therefore，With the help of big data and computational bet365 refer a friend code science research paradigm，Focus on analyzing the structure and operating model of digital society，Rethinking how bet365 refer a friend code order is possible，vital。

Big data gathers the trickle of information in bet365 refer a friend code life into an ocean of data，Weaving endless details of life into notes of the times，Unify time and space into the world of data。In this context，How researchers use the powerful information processing capabilities of cloud computing，Analyze massive Internet big data，To understand the changes in bet365 refer a friend code emotions in the era of bet365 refer a friend code digital transformation，Important issues that constitute current sociological research。Same，bet365 refer a friend code emotion monitoring and research based on big data，It may also provide important intellectual support for bet365 refer a friend code governance in the context of great power competition。

　 (The author is an associate professor at the School of bet365 refer a friend code Sciences, Wuhan University、Director of Wuhan University Media Big Data Research Center；Master’s student at School of Journalism and Communication, Wuhan University)