Showing posts with label news. Show all posts
Showing posts with label news. Show all posts
Tuesday, September 12, 2023
Monday, January 27, 2020
2020 General Election in Taiwan
The results of the Taiwan general elections had been eagerly
awaited for a long time. Especially the results of the local elections in 2018
made these general elections more remarkable. In addition, the protests in Hong
Kong increased the importance of the Taiwan general elections.
In this article, I will first describe my observations in
general elections. Then I will briefly explain the results of Twitter analysis
about Taiwan general election, which I analyzed with the text analysis method.
OBSERVATION
In the morning, I started
following the general elections in Taiwan. At the same time, I also tried to
feel the political atmosphere inside country. Because of that reason, I
talked with some of my Taiwanese friends. Around 7 PM, the election results
began to be announced. Around 7.30pm, I first went to the KMT's
headquarter in Kaohsiung. However, the KMT headquarter was quite empty. The
most important reason for this was that DPP was ahead by far, according to the
first results. Another important reason was that pan-blue party sympathizers
did not trust their candidates.
Around 8 pm, the results began to
be clear and I decided to go to the DPP's rally. The rally area was quite
crowded. It was as crowded as the KMT's rally, which won last year's local
elections. The excitement and joy of people in the rally area was quite
interesting.
As a result of the local elections
in 2018, the Green Party(DPP) lost the local elections. As a result of the
defeat, the DPP leader and Taiwanese president Tsai Ing-Wen resigned from party
leadership. But Tsai Ing-Wen, who withdrew her resignation, won this
year's general elections.
With the results, the KMT candidate Han Kuo-yu made his
speech first. About an hour later, Tsai Ing wen, the winner of the election,
made her speech. However, the first thing that caught my attention during this
speech was that Tsai Ing Wen spoke quite calmly and seriously. Unlike Ing Wen,
DPP sympathizers were extremely happy.
In her speech, Ing wen praised Taiwan's democracy and stated
that relations with China will continue in the same way.
TWITTER ANALYSIS
2000 English tweets about Taiwanese general elections
between the January 1st and January 20th were examined with R computer program.
First, the most commonly used words were found in these 2000 tweets. The words
Economy, Growth, Hong Kong Protests, independence and victory are the most used
words in 2000 tweets.
Most of the tweets are positive about Ing-Wen and DPP's
victory.
Words like freedom, peaceful, democracy, growth and hope are
the most commonly used positive words. Words such as infrared, protest, fight
and Xi Jinping are the most commonly used negative words.
Secondly, sentiment
analysis of these 2000 tweets was analyzed. The highest sentiment in these tweets is trust. Then comes
anticipation and fear.
Words like president, democracy, freedom, integrity, alliance
and brilliant are the words with the highest trust sentiment. Words like young,
vote, result and prevention are the words with the highest sense of
anticipation. Words like Fight, Interfere, and Xi Jinping are the words with
the highest sense of fear.
CONCLUSION
In conclusion, DPP sympathizers were very happy and hopeful
at the DPP rally. Twitter analysis results gave similar results.
However, despite all this happiness and anticipation, it is
a matter of curiosity how China-Taiwan relations and Ing-Wen's attitude towards
China will change and shape.
Labels:
Hong Kong,
Kaohsiung,
news,
polarity analysis,
PRC,
R language,
R programing,
R.O.C.,
sentiment analysis,
social media,
Taiwan,
text analysis,
tweets,
twitter,
word cloud,
world
Tuesday, September 17, 2019
Terrorism Dilemma
Terrorism has been one of the most
remarkable issues in recent years. Many scholars argue about terrorism. However,
the lack of a definition of terrorism complicates the issue.
The most acceptable definition of terror
in the world is the CIA's definition of terror. This study uses the CIA's
definition of terrorism. According to Central Intelligence Agency (2007),
terrorism means premeditated, politically motivated violence perpetrated
against noncombatant targets by subnational groups or clandestine agents,
usually intended to influence an audience.
This definition is quite clear. Based on
this definition, the YPG in Syria is a terrorist organization. However, many
Western countries and the United States do not recognize YPG as terrorists. But
this organization has caused the deaths of many innocent people in Turkey.
Nevertheless, the media of many countries continue to have positive news about
this organization. In addition, there are also positive news about the
terrorist organization on Twitter.
For this purpose, sentiment and polarity
analysis related with YPG in CNN, The New York Times and Twitter was performed.
Figure 1: Polarity result of CNN
Firstly, CNN's latest news about ypg is
examined. The analysis revealed that the CNN's news was very positive about
YPG. The most commonly used sentiment in the news about YPG is trust.
Figure 2: Sentiment result of CNN
Secondly, the last news of
the new york times about ypg was analyzed. Similar results were obtained with
CNN. The new york times ypg news is also very positive. The most commonly used
sentiment in the New York Times’ news about YPG is trust.
Figure 3: Polarity result of New York Times
Figure 4: Sentiment result of New York Times
Finally, the last 100 tweets about YPG on Twitter
were analyzed. Twitter also has positive tweets about YPG, like CNN and New
York Time. The most commonly used sentiment in twitter about YPG is fear. Tweets about
ISIS raise the fear rate. That’s why fear was the most common sentiment in this
anaysis.
Figure 5: Polarity result of Tweets
Figure 6: Sentiment result of Tweets
As seen above, there are positive views on YPG, which many countries recognize as terrorist organizations, in the media and social media.
Labels:
cnn,
ISIS,
new york times,
news,
polarity analysis,
R programing,
sentiment analysis,
terrorism,
terrorist,
text analysis,
text mining,
the new york times,
tweets,
twitter,
YPG
Wednesday, July 24, 2019
GOOD AND BAD TERRORIST
Nowadays, the world is
haunted by a ghost, the ghost of terrorism. In particular, this ghost has
frightened most of the people in the world after the twin towers attack in the
United States on September 11, 2001.
In recent years, terrorism has
been one of the most important threats in the world. This terrible threat
threatens all countries in the world.
All countries must fight together
against this big threat. Unfortunately, because of the lack of a common
definition of terrorism, the definition of terrorism varies from country to
country. This difference in definition affects all countries' war against
terrorism.
The most acceptable
definition of terror in the world is the CIA's definition of terror. This study
uses the CIA's definition of terrorism. According to Central Intelligence
Agency (2007), terrorism means premeditated, politically motivated violence
perpetrated against noncombatant targets by subnational groups or clandestine
agents, usually intended to influence an audience.
This definition is quite
clear. Based on this definition, the YPG in Syria is a terrorist organization.
However, many Western countries and the United States do not recognize YPG as
terrorists. But this organization has caused the deaths of many innocent people
in Turkey. Nevertheless, the media of many countries continue to have positive
news about this organization.
Pic: 2018 YPG suicide attack in Turkey
In this study, CNN and Reuters'
news about YPG between 2015-2018 were analyzed. First, CNN news was examined. In the beginning, the number of words were used in CNN about YPG was examined. The result of this examination is as follows;
Secondly, the schema of the most used words was prepared. According to this scheme, some of the most used words are positive words such as women, life and freedom.
Finally, sentiment analysis was performed. As a result of this analysis, it was found that the majority of the words used about YPG were positive.
Secondly, Reuters news about YPG were examined. As a result of the analysis of the Reuters news also showed a positive attitude toward YPG like CNN. Some of the most used words in reuters are positive words such as women, equality and freedom.
Sentiment analysis was performed also for reuters and based on the result of this analysis, it was found that the majority of the words used in reuters about YPG were positive.
As can be seen, there are two types of terrorists. The first is bad and dangerous terrorist and the second one is good and beneficial terrorist. However, it should not be forgotten that they are both terrorists and somewhere in the world innocent people dies everyday because of these terrorist organizations.
Friday, May 31, 2019
What is going on in Venezuela?(3)
Just before dawn on 30 April, another effort at a army coup
was initiated by the Venezuelan resistance. The botched coup attempt seemed to
have failed by the end of the day, with one of its leaders seeking refuge in
the Spanish embassy, 25 of the soldiers involved asylum seeking refuge in the
Brazilian embassy and Juan Guaidó in hiding or running.
Many newspapers reported on this issue. In addition, many
social media users posted their view on this issue. Some newspapers made
positive news about Guaido and some newspapers made positive statements about
Maduro. Similarly, social media posts are divided into two.
Therefore, the attitudes of some selected newspapers were
examined. These newspapers are CNN, BBC, Sputnik, and Euronews.
In the same way, the most popular 1000 tweets were also
examined.
The analyzes were performed using the R programming
language.
The most commonly used words are Guaido, president and America. There is an objectivity in tweets. Only English tweets were examined. Therefore, these results do not fully reflect the truth.
Secondly the French newspaper euronews was examined. The most
used words in the news are Maduro and support. The most used words except
Maduro and support are Guaidó, Guaido, opposition and military.
There are 20 positive and 26 negative words related to
Maduro and Venezuela in the Euronews newspaper's report on the failed coup in
Venezuela. With a simple operation, this news is a negative news about Maduro
and Venezuela.
Thirdly the American newspaper CNN was examined. The most used words in the news are Maduro and Guaido.
CNN's report on the failed coup in Venezuela has 52 positive, 55 negative words about the situation in Venezuela and Maduro. With a simple operation, this news is a negative news about Maduro.
The fourth one is the BBC newspaper. In this newspaper, the most used words are Maduro, options and venezuela. After these words Trump, military and Pompeo are the most commonly used words.
There are 16 positive, 54 negative words about the current situation in Venezuela and Maduro in the news of the BBC about failed coup in Venezuela. With a simple process, this news is a negative news about Maduro.
The last newspaper is the Russian Sputnik newspaper. In this newspaper, the most used words are Maduro, President, Venezuela and Guaido. After these words Russia and opposition are the most commonly used words.
Sputnik reported a positive news about Maduro. In a simple process, it seems that the newspaper supports Maduro and Russia's Venezuelan policies.
As it is seen, these newspapers are far from being neutral about Venezuela. Unfortunately, newspapers reflect the attitudes of the countries in which they are located. Therefore, it is very difficult to reach neutral and truth news about Venezuela nowadays.
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