社群媒體分析期中專案報告－COVID-19疫情下的南海議題

Ch.0 : 動機與分析目的

1.動機與分析目的 動機
　　南海主要位於中國南邊海域，被中國大陸、台灣、菲律賓群島、馬來半島及中南半島環繞。約超過280個島嶼、岩礁，這些島礁右被合稱南海諸島。2011年南海主權爭議升級後，菲律賓政府開始使用「西菲律賓海」的名稱，而越南基於地理位置將該海域稱之為東海。除了是海上各大運輸航道的必經之路(約佔全世界的1/3)，同時也蘊藏豐富的石油和天然氣，且在軍事上有其特殊的戰略價值。目前處於複雜的主權爭議，它不僅涉及有關漁權，同時也涉及安全戰略的問題，中國、越南、馬來西亞、菲律賓等沿海國家均在此聲索主權。
　　近期周邊的國家搶主權之外，非周邊的國家則搶話語權。接下來2021年5月份，日本、美國、法國要在南海進行聯合軍演。另外，由於近年來中國大陸的共機繞台以及軍事擴張，對於擁有南海一部分主權的台灣(ex.太平島、中洲礁)也必須對此有所關心與警惕，因而對此進行研究。
2.分析目的
　　希望透過研究與COVID-19疫情重疊的時間區域，能發現社群媒體的角度，對於南海議題和疫情之間能有一些鮮為人知的關聯性。
　 3.資料收集 　　2020年初爆發疫情開始至2021年4月間，有關「南海」該關鍵字議題的相關新聞。主要新聞來源為：《聯合新聞網》，是由《聯合報》所經營的新聞資訊網站。中山大學政治學研究所劉正山教授，與資管系康藝晃教授的研究團隊，近來透過語料分析，科學化資料探勘「從民主的報導看四大報的個性」的結果表示，台灣前四大報分別有《聯合》、《中時》、《自由》、《蘋果》，雖然聯合報為前中國國民黨所設立的報紙，但其在政黨輪替前後，對於選前呼籲、選後評論，使用民主字句都展現一致邏輯性，顯現其媒體性格不因為政黨輪替而有不同的改變，相較於其他媒體角度客觀、中立而穩定，故選擇該媒體作為資料收集來源。(中山管理學院，https://www.cm.nsysu.edu.tw/p/406-1024-232815,r16.php?Lang=zh-tw，2020/04/28)
對可能有關「南海」議題新聞網的類別版進行爬蟲：全球、兩岸。

文章來源：聯合新聞網（兩岸、全球）。
資料時間：2020/01/01-2021/04/30。
共137篇。
關鍵字：南海。

Ch.1 : 資料取得與載入

避免中文亂碼

Sys.setlocale(category = "LC_ALL", locale = "zh_TW.UTF-8") # 避免中文亂碼

## Warning in Sys.setlocale(category = "LC_ALL", locale = "zh_TW.UTF-8"): 作業系統
## 回報無法實現設定語區為 "zh_TW.UTF-8" 的要求

安裝需要的packages

載入需要的packages以及資料

library(dplyr)

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

library(tidytext)
library(stringr)
library(ggplot2)
library(jiebaR)

## Loading required package: jiebaRD

library(scales)
library(tidyr)
library(readr)

## 
## Attaching package: 'readr'

## The following object is masked from 'package:scales':
## 
##     col_factor

library(wordcloud)

## Loading required package: RColorBrewer

library(textdata)
library(reshape2)

## 
## Attaching package: 'reshape2'

## The following object is masked from 'package:tidyr':
## 
##     smiths

library(ggraph)
require(data.table)

## Loading required package: data.table

## 
## Attaching package: 'data.table'

## The following objects are masked from 'package:reshape2':
## 
##     dcast, melt

## The following objects are masked from 'package:dplyr':
## 
##     between, first, last

require(wordcloud2)

## Loading required package: wordcloud2

require(widyr)

## Loading required package: widyr

require(igraph)

## Loading required package: igraph

## 
## Attaching package: 'igraph'

## The following object is masked from 'package:tidyr':
## 
##     crossing

## The following objects are masked from 'package:dplyr':
## 
##     as_data_frame, groups, union

## The following objects are masked from 'package:stats':
## 
##     decompose, spectrum

## The following object is masked from 'package:base':
## 
##     union

require(NLP)

## Loading required package: NLP

## 
## Attaching package: 'NLP'

## The following object is masked from 'package:ggplot2':
## 
##     annotate

require(knitr)

## Loading required package: knitr

require(sqldf)

## Loading required package: sqldf

## Loading required package: gsubfn

## Loading required package: proto

## Loading required package: RSQLite

資料載入,針對南海策略來分析

csv <- fread("./data/data4_articleMetaData.csv", encoding = "UTF-8")%>%
      select(artTitle,artDate,artTime,artUrl,sentence)

csv$artDate= csv$artDate %>% as.Date("%Y/%m/%d")

# 根據符號拆分
mask_sentences <- strsplit(csv$sentence,"[。！；？!?;，： ▪、／「」《》【】（）]")
# 將每個句子與所屬的文章連結配對起來，整理成 dataframe
mask_sentences <- data.frame(
                         artTitle = rep(csv$artTitle, sapply(mask_sentences, length)),
                         commentDate = rep(csv$artDate, sapply(mask_sentences, length)),
                         artUrl = rep(csv$artUrl, sapply(mask_sentences, length)),
                         commentContent = unlist(mask_sentences)
                       ) %>%
                       filter(!str_detect(commentContent, regex("^(\t|\n| )*$")))

檢視前六筆資料

head(mask_sentences)

##                            artTitle commentDate
## 1 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
## 2 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
## 3 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
## 4 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
## 5 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
## 6 武漢肺炎61歲死者 華南海鮮市場常客  2020-01-11
##                                      artUrl
## 1 https://udn.com/news/story/120675/4281503
## 2 https://udn.com/news/story/120675/4281503
## 3 https://udn.com/news/story/120675/4281503
## 4 https://udn.com/news/story/120675/4281503
## 5 https://udn.com/news/story/120675/4281503
## 6 https://udn.com/news/story/120675/4281503
##                             commentContent
## 1                                     武漢
## 2                             不明原因肺炎
## 3                                 爆發至今
## 4                           據官方綜合研判
## 5 初步診斷有新型冠狀病毒感染的肺炎病例41例
## 6                              其中死亡1例

Ch.1 文字雲及日期折線圖

1-1 針對標題新聞內南海出現的詞 文章內容最常出現的字做成文字雲

##讀取斷詞
mask_lexicon <- scan(file = "./data/user_dict.txt", what=character(),sep='\n',
                   encoding='utf-8',fileEncoding='utf-8')
##讀取停用字
stop_words <- scan(file = "./data/stop_words.txt", what=character(),sep='\n',
                    encoding='utf-8',fileEncoding='utf-8')

## Warning in scan(file = "./data/stop_words.txt", what = character(), sep =
## "\n", : 輸入連結 './data/stop_words.txt' 中的輸入不正確

#顯示停用字
stop_words

##   [1] ","        "?"        "、"       "。"       "“"        "”"       
##   [7] "《"       "》"       "！"       "，"       "："       "；"      
##  [13] "？"       "再"       "本來"     "是不是"   "一個"     "這種"    
##  [19] "人民"     "末##末"   "啊"       "阿"       "哎"       "哎呀"    
##  [25] "哎喲"     "唉"       "我"       "我們"     "按"       "按照"    
##  [31] "依照"     "吧"       "吧噠"     "把"       "罷了"     "被"      
##  [37] "本"       "本著"     "比"       "比方"     "比如"     "鄙人"    
##  [43] "彼"       "彼此"     "邊"       "別"       "別的"     "別說"    
##  [49] "並"       "並且"     "不比"     "不成"     "不單"     "不但"    
##  [55] "不獨"     "不管"     "不光"     "不過"     "不僅"     "不拘"    
##  [61] "不論"     "不怕"     "不然"     "不如"     "不特"     "不惟"    
##  [67] "不問"     "不只"     "朝"       "朝著"     "趁"       "趁著"    
##  [73] "乘"       "沖"       "除"       "除此之外" "除非"     "除了"    
##  [79] "此"       "此間"     "此外"     "從"       "從而"     "打"      
##  [85] "待"       "但"       "但是"     "當"       "當著"     "到"      
##  [91] "得"       "的"       "的話"     "等"       "等等"     "地"      
##  [97] "第"       "叮咚"     "對"       "對於"     "多"       "多少"    
## [103] "而"       "而況"     "而且"     "而是"     "而外"     "而言"    
## [109] "而已"     "爾後"     "反過來"   "反過來說" "反之"     "非但"    
## [115] "非徒"     "否則"     "嘎"       "嘎登"     "該"       "趕"      
## [121] "個"       "各"       "各個"     "各位"     "各種"     "各自"    
## [127] "給"       "根據"     "跟"       "故"       "故此"     "固然"    
## [133] "關於"     "管"       "歸"       "果然"     "果真"     "過"      
## [139] "哈"       "哈哈"     "呵"       "和"       "何"       "何處"    
## [145] "何況"     "何時"     "嘿"       "哼"       "哼唷"     "呼哧"    
## [151] "乎"       "嘩"       "還是"     "還有"     "換句話說" "換言之"  
## [157] "或"       "或是"     "或者"     "極了"     "及"       "及其"    
## [163] "及至"     "即"       "即便"     "即或"     "即令"     "即若"    
## [169] "即使"     "幾"       "幾時"     "己"       "既"       "既然"    
## [175] "既是"     "繼而"     "加之"     "假如"     "假若"     "假使"    
## [181] "鑒於"     "將"       "較"       "較之"     "叫"       "接著"    
## [187] "結果"     "借"       "緊接著"   "進而"     "盡"       "儘管"    
## [193] "經"       "經過"     "就"       "就是"     "就是說"   "據"      
## [199] "具體地說" "具體說來" "開始"     "開外"     "靠"       "咳"      
## [205] "可"       "可見"     "可是"     "可以"     "況且"     "啦"      
## [211] "來"       "來著"     "離"       "例如"     "哩"       "連"      
## [217] "連同"     "兩者"     "了"       "臨"       "另"       "另外"    
## [223] "另一方面" "論"       "嘛"       "嗎"       "慢說"     "漫說"    
## [229] "冒"       "麼"       "每"       "每當"     "們"       "莫若"    
## [235] "某"       "某個"     "某些"     "拿"       "哪"       "哪邊"    
## [241] "哪兒"     "哪個"     "哪裏"     "哪年"     "哪怕"     "哪天"    
## [247] "哪些"     "哪樣"     "那"       "那邊"     "那兒"     "那個"    
## [253] "那會兒"   "那裏"     "那麼"     "那麼些"   "那麼樣"   "那時"    
## [259] "那些"     "那樣"     "乃"       "乃至"     "呢"       "能"      
## [265] "你"       "你們"     "您"       "寧"       "寧可"     "寧肯"    
## [271] "寧願"     "哦"       "嘔"       "啪達"     "旁人"     "呸"      
## [277] "憑"       "憑藉"     "其"       "其次"     "其二"     "其他"    
## [283] "其它"     "其一"     "其餘"     "其中"     "起"       "起見"    
## [289] "豈但"     "恰恰相反" "前後"     "前者"     "且"       "然而"    
## [295] "然後"     "然則"     "讓"       "人家"     "任"       "任何"    
## [301] "任憑"     "如"       "如此"     "如果"     "如何"     "如其"    
## [307] "如若"     "如上所述" "若"       "若非"     "若是"     "啥"      
## [313] "上下"     "尚且"     "設若"     "設使"     "甚而"     "甚麼"    
## [319] "甚至"     "省得"     "時候"     "什麼"     "什麼樣"   "使得"    
## [325] "是"       "是的"     "首先"     "誰"       "誰知"     "順"      
## [331] "順著"     "似的"     "雖"       "雖然"     "雖說"     "雖則"    
## [337] "隨"       "隨著"     "所"       "所以"     "他"       "他們"    
## [343] "他人"     "它"       "它們"     "她"       "她們"     "倘"      
## [349] "倘或"     "倘然"     "倘若"     "倘使"     "騰"       "替"      
## [355] "通過"     "同"       "同時"     "哇"       "萬一"     "往"      
## [361] "望"       "為"       "為何"     "為了"     "為什麼"   "為著"    
## [367] "餵"       "嗡嗡"     "我"       "我們"     "嗚"       "嗚呼"    
## [373] "烏乎"     "無論"     "無寧"     "毋寧"     "嘻"       "嚇"      
## [379] "相對而言" "像"       "向"       "向著"     "噓"       "呀"      
## [385] "焉"       "沿"       "沿著"     "要"       "要不"     "要不然"  
## [391] "要不是"   "要麼"     "要是"     "也"       "也罷"     "也好"    
## [397] "一"       "一般"     "一旦"     "一方面"   "一來"     "一切"    
## [403] "一樣"     "一則"     "依"       "依照"     "矣"       "以"      
## [409] "以便"     "以及"     "以免"     "以至"     "以至於"   "以致"    
## [415] "抑或"     "因"       "因此"     "因而"     "因為"     "喲"      
## [421] "用"       "由"       "由此可見" "由於"     "有"       "有的"    
## [427] "有關"     "有些"     "又"       "於"       "於是"     "於是乎"  
## [433] "與"       "與此同時" "與否"     "與其"     "越是"     "雲雲"    
## [439] "哉"       "再說"     "再者"     "在"       "在下"     "咱"      
## [445] "咱們"     "則"       "怎"       "怎麼"     "怎麼辦"   "怎麼樣"  
## [451] "怎樣"     "咋"       "照"       "照著"     "者"       "這"      
## [457] "這邊"     "這兒"     "這個"     "這會兒"   "這就是說" "這裏"    
## [463] "這麼"     "這麼點兒" "這麼些"   "這麼樣"   "這時"     "這些"    
## [469] "這樣"     "正如"     "吱"       "之"       "之類"     "之所以"  
## [475] "之一"     "只是"     "只限"     "只要"     "只有"     "至"      
## [481] "至於"     "諸位"     "著"       "著呢"     "自"       "自從"    
## [487] "自個兒"   "自各兒"   "自己"     "自家"     "自身"     "綜上所述"
## [493] "總的來看" "總的來說" "總的說來" "總而言之" "總之"     "縱"      
## [499] "縱令"     "縱然"     "縱使"     "遵照"     "作為"     "兮"      
## [505] "呃"       "唄"       "咚"       "咦"       "喏"       "啐"      
## [511] "喔唷"

jieba_tokenizer = worker(write = "NOFILE")  #worker()
new_user_word(jieba_tokenizer, c(mask_lexicon))

## [1] TRUE

chi_tokenizer <- function(t) {
  lapply(t, function(x) {
    if(nchar(x)>1){
      tokens <- segment(x, jieba_tokenizer)
      tokens <- tokens[!tokens %in% stop_words]
      # 去掉字串長度爲1的詞彙
      tokens <- tokens[nchar(tokens)>1]
      return(tokens)
    }
  })
}

mask_sentences$commentContent <- as.character (mask_sentences$commentContent)


mask_words <- mask_sentences %>%
  unnest_tokens(word, commentContent, token=chi_tokenizer)

  mask_words_Tedros<-mask_words%>%
   ##filter(artTitle %like%  c('南海'))%>%
   select(artTitle,commentDate,word)

1-2 從文章分布的時間可以發現在2020年的7、8月以及2021年的4月時，為討論”南海議題”的主要高峰時間。文字雲以”新冠肺炎”為關鍵字再去搜尋，發現除了原有的”南海”關鍵字之外，出現最多的就是美國、中國、台灣等與南海相關的國家名詞，可見南海議題為美中兩強繼貿易戰後延續的戰場。

tokens_count_Tedros<-mask_words_Tedros%>%
  #filter(commentDate>='2020/03/27')%>%
  count(word, sort = TRUE)%>%
  filter(n>10)%>%
  ##filter(word != '南海')%>%
  head(100)
tokens_count_Tedros %>% wordcloud2()

1-3 另外在去除國家美國、中國、台灣等詞彙之後，有牛軛、海域、航行自由等比較細項的標題。

tokens_count_Tedros<-mask_words_Tedros%>%
  #filter(commentDate>='2020/03/27')%>%
  count(word, sort = TRUE)%>%
  filter(n>10)%>%
  filter(word != '南海')%>%
  filter(word != '中國')%>%
  filter(word != '美國')%>%
  filter(word != '大陸')%>%
  filter(word != '台灣')%>%
  filter(word != '北京')%>%
  filter(word != '菲律賓')%>%
  head(50)
tokens_count_Tedros %>% wordcloud2()

1-4 中國>美國>台灣 針對文章標題分析南海策略
依日期統計出現次數, 針對中國>美國>台灣

t1<-mask_words%>%
  filter(word=='中國')%>%
  filter(artTitle %like%  c('南海'))%>%
  filter(commentDate>='2020/01/01')%>%
  count(commentDate)%>%
  mutate(s='中國')


t2<-mask_words%>%
  filter(word=='美國')%>%
  filter(artTitle %like%  c('南海'))%>%
  filter(commentDate>='2020/01/01')%>%
  count(commentDate)%>%
  mutate(s='美國')

t3<-mask_words%>%
  filter(word=='台灣')%>%
  filter(artTitle %like%  c('南海'))%>%
  filter(commentDate>='2020/01/01')%>%
  count(commentDate)%>%
  mutate(s='台灣')

t11<-mask_words%>%
  filter(word=='南海')%>%
  filter(artTitle %like%  c('南海'))%>%
  filter(commentDate>='2020/01/01')%>%
  count(commentDate)%>%
  mutate(s='南海')

rbind(t1,t2,t3,t11)%>%
  ggplot()+
  geom_line(aes(x=commentDate,y=n,colour=s))+
  scale_x_date(breaks=date_breaks("30 days"),labels = date_format("%m/%d"))+
  xlab("日期") +
  ylab("出現次數")

配合疫情的時間區間以及相關國家來解釋：

美國的部分，在2020年7、8月為第一波疫情高峰，在2020年11、12及2021年1月為第二波疫情高峰。相較於原本就訂好2020年8月17日於夏威夷舉行的環太平洋軍演，所牽涉到的南海議題較無直接相關性。環太平洋軍演是該年度的重大軍演，共有澳洲、汶萊、加拿大、法國、日本、紐西蘭、南韓、菲律賓、新加坡、美國等10國海軍，總計22艘艦艇、1 艘潛、各型戰艦，約5300名人員參加。美國軍方指出，由於受到COVID-19的影響，規模較以往來得小，進行多國演習的目的是為了面對假想敵中國有關領土海域的爭議，以因應未來的各種海上挑戰。除此之外，2020年上半年，美國在南海地區進行超過3000架次的空中軍事行動和60餘艘次的軍艦行動。7月，美國「尼米茲號」航母戰鬥群和「里根號」航母戰鬥群在南海海域展開演習，美國也多次派出B-1B戰略轟炸機、E-8C偵察機到南海上空。使得兩軍擦槍風險陡增，也是報導次數及國家關鍵字增加的主要原因。 中國的部分，在2020年3、4月染疫人口數最多，往後即被平定，剩下零星個案(但由於中國大陸資訊不透明的緣故，所以有待商榷)。但疫情的與南海也無直接的相關聯性，中國仍舊例行性的派出非軍事船隻前往南海戰略利益水域進行填海造陸，在沒有發生衝突也沒有損失外交顏面的狀況下，在南海主權爭端中佔了上風。無獨有偶，中國的山東海事局、海南海事局先後通報，解放軍將於2020年8月22日至26日、8月24日至29日，分別在黃海青島至連雲港以東海域、海南島東南部南海海域進行實彈軍事演訓活動。此外，唐山海事局也宣稱渤海內半徑25公里的扇形海域漁8月24日至9月30日執行實彈射擊活動，一般民眾禁止駛入。廣東海事局還發布公告表示，8月24日至29日將在廣東汕頭至汕尾間外海、東沙群島以北南海及粵東海域軍演。與美國為主的環太平洋軍演叫陣意味濃厚，也是相關報導數及國家關鍵字較多的主要原因。

Ch.2 南海新聞熱度直線圖

article_count_by_date <- csv %>%
  filter(artTitle %like%  c('南海'))%>%
  group_by(artDate) %>%
  summarise(count = n()) %>%
  #filter(count>2) %>%  # 過濾出現太少次的字
  arrange(desc(count))
head(article_count_by_date, 20)

## # A tibble: 20 x 2
##    artDate    count
##    <date>     <int>
##  1 2020-07-14     6
##  2 2020-08-26     5
##  3 2020-08-27     5
##  4 2021-04-06     5
##  5 2020-07-15     4
##  6 2020-04-19     3
##  7 2020-07-06     3
##  8 2020-07-19     3
##  9 2020-07-26     3
## 10 2020-08-28     3
## 11 2021-04-20     3
## 12 2020-01-28     2
## 13 2020-07-04     2
## 14 2020-07-23     2
## 15 2020-08-03     2
## 16 2020-08-16     2
## 17 2020-09-03     2
## 18 2020-09-21     2
## 19 2020-10-14     2
## 20 2021-01-24     2

南海新聞熱度尋找哪些時間是討論度最高的時候。發現熱度最高的時間點都是配合各國的軍演時間，但與疫情無有直接相關性。

plot_date <-
  # data
  article_count_by_date %>%
  # aesthetics
  ggplot(aes(x = artDate, y = count)) +
  # geometrics
  geom_line(color = "#00AFBB", size = 2) +
  geom_vline(xintercept = as.numeric(as.Date("2020-01-01")), col='red') +
  # coordinates
  scale_x_date(labels = date_format("%Y/%m/%d")) +
  ggtitle("南海新聞熱度") +
  xlab("日期") +
  ylab("數量") #+
  # theme
 # theme(text = element_text(family = "Heiti TC Light")) #加入中文字型設定，避免中文字顯示錯誤。

plot_date

## 檢視文章篇數最多的五天

article_count_by_date %>% top_n(5)

## Selecting by count

## # A tibble: 5 x 2
##   artDate    count
##   <date>     <int>
## 1 2020-07-14     6
## 2 2020-08-26     5
## 3 2020-08-27     5
## 4 2021-04-06     5
## 5 2020-07-15     4

檢視這五天中最常出現的詞彙

tokens_by_date <- mask_words %>%
   filter(artTitle %like%  c('南海'))%>%
  count(commentDate, word, sort = TRUE)

tokens_by_date %>%
  filter(word != "南海" & word != "大陸" & word != "台灣" & word != "美國" & word != "中國") %>%
  filter(commentDate == as.Date("2020-07-14") |
         commentDate == as.Date("2020-08-26") |
         commentDate == as.Date("2020-08-27") |
         commentDate == as.Date("2020-07-15") |
         commentDate == as.Date("2021-04-06")) %>%
  group_by(commentDate) %>%
  top_n(7, n) %>%
  ungroup() %>%
  mutate(word = reorder(word, n)) %>%
  ggplot(aes(x=word, y=n, fill = commentDate)) +
  geom_col(show.legend = FALSE) +
  labs(x = NULL, y = NULL) +
  facet_wrap(~commentDate, scales="free", ncol = 2) +
  coord_flip()+
  theme(text = element_text(family = "Heiti TC Light"))

## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database

data = mask_words %>%
   filter(artTitle %like%  c('南海'))%>%
  group_by(word,commentDate) %>%
  summarise( count = n() )

## `summarise()` has grouped output by 'word'. You can override using the `.groups` argument.

word_count <- data %>%
  select(commentDate,word,count) %>%
  group_by(word) %>%
  summarise(count = sum(count))  %>%
  filter(count>2)  %>%  # 過濾出現太少次的字
  arrange(desc(count))

word_count

## # A tibble: 2,023 x 2
##    word  count
##    <chr> <int>
##  1 南海    878
##  2 中國    681
##  3 美國    585
##  4 表示    266
##  5 大陸    203
##  6 國家    164
##  7 軍事    158
##  8 報導    158
##  9 海域    151
## 10 美軍    142
## # ... with 2,013 more rows

Ch.3 情緒分析

準備LIWC字典

正向字典txt檔以,將字分隔將字串依,分割strsplit回傳list , 我們取出list中的第一個元素

建立dataframe 有兩個欄位word,sentiments，word欄位內容是字典向量

# 正向字典txt檔
P <- read_file("./data/positive.txt")

# 負向字典txt檔
N <- read_file("./data/negative.txt")
P = strsplit(P, "[,]")[[1]]
N = strsplit(N, "[,]")[[1]]

P = data.frame(word = P, sentiment = "positive")
N = data.frame(word = N, sentiment = "negative")
# 把兩個字典拼在一起
LIWC = rbind(P, N)
head(LIWC)

##       word sentiment
## 1     一流  positive
## 2 下定決心  positive
## 3 不拘小節  positive
## 4   不費力  positive
## 5     不錯  positive
## 6     主動  positive

word_count %>% inner_join(LIWC)

## Joining, by = "word"

## # A tibble: 102 x 3
##    word  count sentiment
##    <chr> <int> <chr>    
##  1 問題     94 negative 
##  2 自由     78 positive 
##  3 打擊     74 negative 
##  4 安全     73 positive 
##  5 和平     70 positive 
##  6 反對     38 negative 
##  7 威脅     36 negative 
##  8 挑釁     36 negative 
##  9 破壞     35 negative 
## 10 重要     30 positive 
## # ... with 92 more rows

與LIWC情緒字典做join

文集中的字屬於positive還是negative

tokens_by_date %>%
  inner_join(LIWC) %>%
  select(word) %>%
  inner_join(LIWC)

## Joining, by = "word"
## Joining, by = "word"

##          word sentiment
## 1        問題  negative
## 2        打擊  negative
## 3        打擊  negative
## 4        問題  negative
## 5        反對  negative
## 6        和平  positive
## 7        自由  positive
## 8        打擊  negative
## 9        自由  positive
## 10       安全  positive
## 11       自由  positive
## 12       挑釁  negative
## 13       衝突  negative
## 14       問題  negative
## 15       和平  positive
## 16       拒絕  negative
## 17       堅決  positive
## 18       和平  positive
## 19       威脅  negative
## 20       破壞  negative
## 21       問題  negative
## 22       戰爭  negative
## 23       問題  negative
## 24       協助  positive
## 25       譴責  negative
## 26       反對  negative
## 27       打擊  negative
## 28       對抗  negative
## 29       攻擊  negative
## 30       打擊  negative
## 31       解決  positive
## 32       重要  positive
## 33       死亡  negative
## 34       自由  positive
## 35       高階  positive
## 36       打擊  negative
## 37       破壞  negative
## 38       挑釁  negative
## 39       問題  negative
## 40       安全  positive
## 41       問題  negative
## 42       支持  positive
## 43       衝突  negative
## 44       打擊  negative
## 45       破壞  negative
## 46       和平  positive
## 47       和平  positive
## 48       侵犯  negative
## 49       安全  positive
## 50       打擊  negative
## 51       打擊  negative
## 52       自由  positive
## 53       問題  negative
## 54       自由  positive
## 55       不要  negative
## 56       問題  negative
## 57       問題  negative
## 58       爆發  negative
## 59       挑釁  negative
## 60       自由  positive
## 61       打擊  negative
## 62       安全  positive
## 63   徒勞無功  negative
## 64       破壞  negative
## 65       合法  positive
## 66       批評  negative
## 67       威脅  negative
## 68       指責  negative
## 69       脅迫  negative
## 70       控制  negative
## 71       無理  negative
## 72       希望  positive
## 73       炫耀  negative
## 74       自由  positive
## 75       入侵  negative
## 76       和平  positive
## 77       希望  positive
## 78       挑釁  negative
## 79       重要  positive
## 80       反對  negative
## 81       重要  positive
## 82       脅迫  negative
## 83       問題  negative
## 84       禁止  negative
## 85       侵犯  negative
## 86       紛爭  negative
## 87       問題  negative
## 88       強烈  negative
## 89       緊張  negative
## 90       和平  positive
## 91       威脅  negative
## 92       警告  negative
## 93       批評  negative
## 94       問題  negative
## 95       不顧  negative
## 96       安全  positive
## 97       防衛  negative
## 98       問題  negative
## 99       安全  positive
## 100      傷亡  negative
## 101      失控  negative
## 102      問題  negative
## 103      自由  positive
## 104      防衛  negative
## 105      承諾  positive
## 106      衝突  negative
## 107      和平  positive
## 108      控制  negative
## 109      反對  negative
## 110      威脅  negative
## 111      問題  negative
## 112      打擊  negative
## 113      有效  positive
## 114      防衛  negative
## 115      和平  positive
## 116      希望  positive
## 117      承諾  positive
## 118      信任  positive
## 119      解決  positive
## 120      支持  positive
## 121      安全  positive
## 122      自由  positive
## 123      和平  positive
## 124      治療  positive
## 125      風險  negative
## 126      患病  negative
## 127      和平  positive
## 128      挑釁  negative
## 129      自由  positive
## 130      防衛  negative
## 131      值得  positive
## 132      爆發  negative
## 133      和平  positive
## 134      自由  positive
## 135      控制  negative
## 136      自由  positive
## 137      問題  negative
## 138      打仗  negative
## 139      不要  negative
## 140      挑戰  positive
## 141      緊張  negative
## 142      戰鬥  negative
## 143      反對  negative
## 144      安全  positive
## 145      自由  positive
## 146      強烈  negative
## 147      嚴重  negative
## 148      防衛  negative
## 149      不要  negative
## 150      不穩  negative
## 151      安全  positive
## 152      批評  negative
## 153      指責  negative
## 154      保護  positive
## 155      挑釁  negative
## 156      重要  positive
## 157      強硬  negative
## 158      麻煩  negative
## 159      勝利  positive
## 160      擁護  positive
## 161      騷擾  negative
## 162      干擾  negative
## 163      可悲  negative
## 164      承諾  positive
## 165      挑釁  negative
## 166      堅定  positive
## 167      猛烈  negative
## 168      違背  negative
## 169      耀眼  positive
## 170      決定  positive
## 171      問題  negative
## 172      對抗  negative
## 173      錯誤  negative
## 174      控制  negative
## 175      希望  positive
## 176      危險  negative
## 177      禁止  negative
## 178      緊張  negative
## 179      不要  negative
## 180      支持  positive
## 181      精心  positive
## 182      反對  negative
## 183      和平  positive
## 184      打破  negative
## 185      相信  positive
## 186      強硬  negative
## 187      失控  negative
## 188      敏感  negative
## 189      警告  negative
## 190      自由  positive
## 191      風險  negative
## 192      傷害  negative
## 193      幫助  positive
## 194      協助  positive
## 195      堅決  positive
## 196      安全  positive
## 197      侵犯  negative
## 198      指責  negative
## 199      挑戰  positive
## 200      炫耀  negative
## 201      破壞  negative
## 202      損害  negative
## 203      對抗  negative
## 204      戰爭  negative
## 205      謹慎  positive
## 206      嚴格  negative
## 207      自由  positive
## 208      威脅  negative
## 209      挑戰  positive
## 210      確定  positive
## 211      和平  positive
## 212      挑釁  negative
## 213      真實  positive
## 214      堅定  positive
## 215      和平  positive
## 216      炫耀  negative
## 217      挑戰  positive
## 218      挑釁  negative
## 219      堅定  positive
## 220      不要  negative
## 221      和平  positive
## 222      堅定  positive
## 223      安全  positive
## 224      問題  negative
## 225      豐富  positive
## 226      和平  positive
## 227      挑釁  negative
## 228      堅定  positive
## 229      最好  positive
## 230      慶祝  positive
## 231      安全  positive
## 232      相信  positive
## 233      重要  positive
## 234      風險  negative
## 235      優勢  positive
## 236      安心  positive
## 237      同意  positive
## 238      拒絕  negative
## 239      重要  positive
## 240      自我  negative
## 241      威脅  negative
## 242      威脅  negative
## 243      容易  positive
## 244      安全  positive
## 245      緊張  negative
## 246      安全  positive
## 247      威脅  negative
## 248      合法  positive
## 249      承諾  positive
## 250      挑戰  positive
## 251      堅定  positive
## 252      強烈  negative
## 253      控制  negative
## 254      摧毀  negative
## 255      不要  negative
## 256      反對  negative
## 257      和平  positive
## 258      和平  positive
## 259      容易  positive
## 260      衝突  negative
## 261      安全  positive
## 262      自由  positive
## 263      戰鬥  negative
## 264      不要  negative
## 265      希望  positive
## 266      破壞  negative
## 267      問題  negative
## 268      不要  negative
## 269      控制  negative
## 270      安全  positive
## 271      重要  positive
## 272      控制  negative
## 273      躲避  negative
## 274      安全  positive
## 275      自由  positive
## 276      承諾  positive
## 277      拒絕  negative
## 278      戰鬥  negative
## 279      警告  negative
## 280      攻擊  negative
## 281      緊張  negative
## 282      希望  positive
## 283      對抗  negative
## 284      確定  positive
## 285      抗議  negative
## 286      決心  positive
## 287      相信  positive
## 288      理性  positive
## 289      單獨  negative
## 290      樂觀  positive
## 291      謹慎  positive
## 292      願意  positive
## 293      同意  positive
## 294      有利  positive
## 295      肯定  positive
## 296      重要  positive
## 297      貢獻  positive
## 298      創造  positive
## 299      鼓勵  positive
## 300      和平  positive
## 301      貢獻  positive
## 302      尊重  positive
## 303      豐富  positive
## 304      分享  positive
## 305      治癒  positive
## 306      控制  negative
## 307      簡單  positive
## 308      反對  negative
## 309      支持  positive
## 310      合法  positive
## 311      挑戰  positive
## 312      警告  negative
## 313      支持  positive
## 314      成功  positive
## 315      有效  positive
## 316      決心  positive
## 317      保護  positive
## 318      破壞  negative
## 319      貢獻  positive
## 320      堅定  positive
## 321      感謝  positive
## 322      熱烈  positive
## 323      艱困  negative
## 324      讚賞  positive
## 325      否認  negative
## 326      拒絕  negative
## 327      腐臭  negative
## 328      驚人  positive
## 329      驚人  negative
## 330      驚人  positive
## 331      驚人  negative
## 332      收穫  positive
## 333      自由  positive
## 334      攻擊  negative
## 335      和平  positive
## 336      威脅  negative
## 337      挑釁  negative
## 338      警告  negative
## 339      死亡  negative
## 340      防衛  negative
## 341      戰鬥  negative
## 342      爆發  negative
## 343      安全  positive
## 344      自我  negative
## 345      抗議  negative
## 346      決定  positive
## 347      侵犯  negative
## 348      破壞  negative
## 349      問題  negative
## 350      尊重  positive
## 351      嚴重  negative
## 352      騷擾  negative
## 353      干擾  negative
## 354      才能  positive
## 355      分裂  negative
## 356      安全  positive
## 357      自在  positive
## 358      攻擊  negative
## 359      威脅  negative
## 360      挑釁  negative
## 361      徒勞  negative
## 362      破壞  negative
## 363      偏見  negative
## 364      問題  negative
## 365      惡意  negative
## 366      損害  negative
## 367      違背  negative
## 368      隔離  negative
## 369      幫助  positive
## 370      嚴重  negative
## 371      支持  positive
## 372      安全  positive
## 373      死亡  negative
## 374      侵略  negative
## 375      威脅  negative
## 376      恐嚇  negative
## 377      清楚  positive
## 378      爆發  negative
## 379      犧牲  negative
## 380      支持  positive
## 381      打擊  negative
## 382      安全  positive
## 383      死亡  negative
## 384      承諾  positive
## 385      敏捷  positive
## 386      遭受  negative
## 387      騷擾  negative
## 388      靈活  positive
## 389      決定  positive
## 390      活躍  positive
## 391      重要  positive
## 392      焦躁  negative
## 393      隔離  negative
## 394      緊張  negative
## 395      支持  positive
## 396      安全  positive
## 397      抨擊  negative
## 398      放心  positive
## 399      挑戰  positive
## 400      流行  positive
## 401      脅迫  negative
## 402      控制  negative
## 403      緊張  negative
## 404      衝突  negative
## 405      受害  negative
## 406      爆發  negative
## 407      支持  positive
## 408      自信  positive
## 409      挑釁  negative
## 410      損害  negative
## 411      適當  positive
## 412      嚴重  negative
## 413      合法  positive
## 414      安全  positive
## 415      自由  positive
## 416      清楚  positive
## 417      控制  negative
## 418      統治  negative
## 419      禁止  negative
## 420      不利  negative
## 421      自由  positive
## 422      和平  positive
## 423      承諾  positive
## 424      破壞  negative
## 425      脅迫  negative
## 426      違背  negative
## 427      緊張  negative
## 428      自信  positive
## 429      承諾  positive
## 430      拒絕  negative
## 431      魄力  positive
## 432      戰鬥  negative
## 433      鎮壓  negative
## 434      支持  positive
## 435      安全  positive
## 436      自由  positive
## 437      批評  negative
## 438      決心  positive
## 439      威脅  negative
## 440      指責  negative
## 441      單獨  negative
## 442      精確  positive
## 443      緊張  negative
## 444      緊繃  negative
## 445      優勢  positive
## 446      分享  positive
## 447      防衛  negative
## 448      承諾  positive
## 449      信任  positive
## 450      威脅  negative
## 451      脅迫  negative
## 452      貢獻  positive
## 453      對抗  negative
## 454      緊張  negative
## 455      譴責  negative
## 456      安全  positive
## 457      批評  negative
## 458      挑釁  negative
## 459      緊張  negative
## 460  引人注目  positive
## 461      希望  positive
## 462      重要  positive
## 463      弱點  negative
## 464      優勢  positive
## 465      打擊  negative
## 466      正當  positive
## 467      防衛  negative
## 468      冒險  positive
## 469      脅迫  negative
## 470      堅決  positive
## 471      尊重  positive
## 472      無理  negative
## 473      損害  negative
## 474      對抗  negative
## 475      衝擊  negative
## 476      干擾  negative
## 477      不要  negative
## 478      支持  positive
## 479      打擊  negative
## 480      協助  positive
## 481      承諾  positive
## 482      抵制  negative
## 483      挑戰  positive
## 484      歪曲  negative
## 485      恐嚇  negative
## 486      破壞  negative
## 487      強迫  negative
## 488      淹沒  negative
## 489      統治  negative
## 490      軟弱  negative
## 491      尊重  positive
## 492      惡意  negative
## 493      無視  negative
## 494      傷害  negative
## 495      解決  positive
## 496      違法  negative
## 497      對抗  negative
## 498      衝突  negative
## 499      錯誤  negative
## 500      壓力  negative
## 501      幫助  positive
## 502      濫用  negative
## 503      豐富  positive
## 504      贏得  positive
## 505      不受  negative
## 506      不要  negative
## 507      合法  positive
## 508      合理  positive
## 509      批評  negative
## 510      攻擊  negative
## 511      良好  positive
## 512      放棄  negative
## 513      侵犯  negative
## 514      指責  negative
## 515      挑戰  positive
## 516      脅迫  negative
## 517      動盪  negative
## 518      清楚  positive
## 519      麻煩  negative
## 520      激烈  negative
## 521      錯誤  negative
## 522      壓制  negative
## 523      侵犯  negative
## 524      重要  positive
## 525      堅決  positive
## 526      付出  positive
## 527      合法  positive
## 528      同意  positive
## 529      安全  positive
## 530      有用  positive
## 531      有效  positive
## 532      否定  negative
## 533      希望  positive
## 534      批判  negative
## 535      抗爭  negative
## 536      防衛  negative
## 537      坦誠  positive
## 538      侵略  negative
## 539      保護  positive
## 540      指責  negative
## 541      值得  positive
## 542      容易  positive
## 543      控制  negative
## 544      敏感  negative
## 545      清楚  positive
## 546      報復  negative
## 547      溫和  positive
## 548      禁止  negative
## 549      疑慮  negative
## 550      擔心  negative
## 551      謹慎  positive
## 552      壞事  negative
## 553      懷念  positive
## 554      爆發  negative
## 555      關心  positive
## 556      警告  negative
## 557      反對  negative
## 558      打擊  negative
## 559      自由  positive
## 560      協助  positive
## 561      威脅  negative
## 562      重要  positive
## 563      損害  negative
## 564      緊張  negative
## 565      戰鬥  negative
## 566      警告  negative
## 567      反對  negative
## 568      相信  positive
## 569      風險  negative
## 570      破壞  negative
## 571      問題  negative
## 572      控制  negative
## 573      解決  positive
## 574      緊張  negative
## 575      干擾  negative
## 576      安全  positive
## 577      自由  positive
## 578      和平  positive
## 579      挑釁  negative
## 580      降低  negative
## 581      緊張  negative
## 582      分裂  negative
## 583      主動  positive
## 584      困難  negative
## 585      決心  positive
## 586      放棄  negative
## 587      信任  positive
## 588      容易  positive
## 589      破壞  negative
## 590      堅決  positive
## 591      報復  negative
## 592      尊嚴  positive
## 593      對抗  negative
## 594      榮譽  positive
## 595      衝突  negative
## 596      壓力  negative
## 597      願意  positive
## 598      安全  positive
## 599      自由  positive
## 600      異常  negative
## 601      解決  positive
## 602      警告  negative
## 603      決定  positive
## 604      挑戰  positive
## 605      矛盾  negative
## 606      死亡  negative
## 607      攻擊  negative
## 608      和平  positive
## 609      承諾  positive
## 610      清楚  positive
## 611      尊重  positive
## 612      答應  positive
## 613      解決  positive
## 614      違背  negative
## 615      緊張  negative
## 616      戰爭  negative
## 617      和平  positive
## 618      問題  negative
## 619      清楚  positive
## 620      尊重  positive
## 621      解決  positive
## 622      贊成  positive
## 623      願意  positive
## 624      才能  positive
## 625      真實  positive
## 626      支持  positive
## 627      付出  positive
## 628      安全  positive
## 629      死亡  negative
## 630      自由  positive
## 631      防衛  negative
## 632      承諾  positive
## 633      侵略  negative
## 634      威脅  negative
## 635      破壞  negative
## 636      強健  positive
## 637      惡化  negative
## 638      憂慮  negative
## 639      衝突  negative
## 640      嚴厲  negative
## 641      警告  negative
## 642      中斷  negative
## 643      分歧  negative
## 644      打擊  negative
## 645      危險  negative
## 646      死亡  negative
## 647      困難  negative
## 648      拒絕  negative
## 649      風險  negative
## 650      容易  positive
## 651      問題  negative
## 652      強硬  negative
## 653      緊張  negative
## 654      衝突  negative
## 655      謹慎  positive
## 656      干擾  negative
## 657      打擊  negative
## 658      死亡  negative
## 659      自由  positive
## 660      和平  positive
## 661      消極  negative
## 662      問題  negative
## 663      緊張  negative
## 664      禁止  negative
## 665      仔細  positive
## 666      有助  positive
## 667      批評  negative
## 668      不顧  negative
## 669      支持  positive
## 670      正當  positive
## 671      安全  positive
## 672      希望  positive
## 673      和平  positive
## 674      侵犯  negative
## 675      指責  negative
## 676      挑釁  negative
## 677    破壞性  negative
## 678      貪汙  negative
## 679      尊重  positive
## 680      腐敗  negative
## 681      誤解  negative
## 682      駁斥  negative
## 683      衝突  negative
## 684      警告  negative
## 685      才能  positive
## 686      不滿  negative
## 687      支持  positive
## 688      打擊  negative
## 689      自由  positive
## 690      否認  negative
## 691      希望  positive
## 692      批評  negative
## 693      攻擊  negative
## 694      決定  positive
## 695      防衛  negative
## 696      承諾  positive
## 697      風險  negative
## 698      缺乏  negative
## 699      清楚  positive
## 700      粗暴  negative
## 701      尊重  positive
## 702      駁斥  negative
## 703      積極  positive
## 704      關心  positive
## 705      警告  negative
## 706      不顧  negative
## 707      反對  negative
## 708      付出  positive
## 709      同意  positive
## 710      自由  positive
## 711      攻擊  negative
## 712      決心  positive
## 713      協助  positive
## 714      抵制  negative
## 715      約束  negative
## 716      負擔  negative
## 717      風險  negative
## 718      脅迫  negative
## 719      高階  positive
## 720      問題  negative
## 721      堅決  positive
## 722      野蠻  negative
## 723      麻煩  negative
## 724      無力  negative
## 725      債務  negative
## 726      傷害  negative
## 727      禁止  negative
## 728      緊張  negative
## 729      衝突  negative
## 730      壓力  negative
## 731      壓制  negative
## 732      幫助  positive
## 733      爆發  negative
## 734      上當  negative
## 735      不安  negative
## 736      分裂  negative
## 737      安全  positive
## 738      防衛  negative
## 739      風險  negative
## 740      堅定  positive
## 741      敏感  negative
## 742      麻煩  negative
## 743      緊張  negative
## 744      攪亂  negative
## 745      反對  negative
## 746      安全  positive
## 747      風險  negative
## 748      破壞  negative
## 749      理性  positive
## 750      衝突  negative
## 751      干擾  negative
## 752      危險  negative
## 753      希望  positive
## 754      承諾  positive
## 755      放棄  negative
## 756      重要  positive
## 757      風險  negative
## 758      破壞  negative
## 759      問題  negative
## 760      尊重  positive
## 761      期盼  positive
## 762      解決  positive
## 763      違背  negative
## 764      對抗  negative
## 765      緊張  negative
## 766      優勢  positive
## 767      安全  positive
## 768      投入  positive
## 769      抨擊  negative
## 770      威脅  negative
## 771      流行  positive
## 772      惡劣  negative
## 773      智能  positive
## 774      順利  positive
## 775      優惠  positive
## 776      優勢  positive
## 777      嚴重  negative
## 778      反對  negative
## 779      安全  positive
## 780      和平  positive
## 781      理性  positive
## 782      反對  negative
## 783      打擊  negative
## 784      合法  positive
## 785      合理  positive
## 786      安全  positive
## 787      攻擊  negative
## 788      決心  positive
## 789      狂熱  negative
## 790      承諾  positive
## 791      威脅  negative
## 792      指責  negative
## 793      問題  negative
## 794      堅決  positive
## 795      違背  negative
## 796      投入  positive
## 797      緊張  negative
## 798      平穩  positive
## 799      災難  negative
## 800      和平  positive
## 801      動盪  negative
## 802      堅定  positive
## 803      強烈  negative
## 804      對抗  negative
## 805      反對  negative
## 806      安全  positive
## 807      堅決  positive
## 808      譴責  negative
## 809      支持  positive
## 810      正當  positive
## 811      安全  positive
## 812      決定  positive
## 813      和平  positive
## 814      解決  positive
## 815      幫助  positive
## 816      願意  positive
## 817      歡迎  positive
## 818      讚賞  positive
## 819      反對  negative
## 820      平靜  positive
## 821      打擊  negative
## 822      自由  positive
## 823      果斷  positive
## 824      炫耀  negative
## 825      風險  negative
## 826      破壞  negative
## 827      理性  positive
## 828      緊張  negative
## 829      衝突  negative
## 830      合法  positive
## 831      攻擊  negative
## 832      承諾  positive
## 833      勇敢  positive
## 834      反對  negative
## 835      批評  negative
## 836      紛爭  negative
## 837      強烈  negative
## 838      入侵  negative
## 839      危險  negative
## 840      有效  positive
## 841      侵犯  negative
## 842      猛烈  negative
## 843      減弱  negative
## 844      戰爭  negative
## 845      爆發  negative
## 846      協助  positive
## 847      不要  negative
## 848      分享  positive
## 849      仔細  positive
## 850      情緒  negative
## 851      理性  positive
## 852      理智  positive
## 853      理想  positive
## 854      棘手  negative
## 855      嚴格  negative
## 856      不要  negative
## 857      打擊  negative
## 858      同意  positive
## 859      希望  positive
## 860      攻擊  negative
## 861      和平  positive
## 862      侵略  negative
## 863      威脅  negative
## 864      致命  negative
## 865      最佳  positive
## 866      解決  positive
## 867      對抗  negative
## 868      擔心  negative
## 869      警告  negative
## 870      安全  positive
## 871      侵擾  negative
## 872      很棒  positive
## 873      挑戰  positive
## 874      重要  positive
## 875      問題  negative
## 876      優勢  positive
## 877      安全  positive
## 878      決心  positive
## 879      決定  positive
## 880      保證  positive
## 881      信心  positive
## 882      挑戰  positive
## 883      迫害  negative
## 884      破壞  negative
## 885      壓力  negative
## 886      干擾  negative
## 887      不安  negative
## 888      支持  positive
## 889      安全  positive
## 890      自由  positive
## 891      抗議  negative
## 892      決定  positive
## 893      挑戰  positive
## 894      挑釁  negative
## 895      重要  positive
## 896      降低  negative
## 897      堅強  positive
## 898      順利  positive
## 899      違抗  negative
## 900      緊張  negative
## 901      戰爭  negative
## 902      幫助  positive
## 903      決心  positive
## 904      侵略  negative
## 905      破壞  negative
## 906      友善  positive
## 907      妄想  negative
## 908      風險  negative
## 909      焦慮  negative
## 910      嚴重  negative
## 911      反駁  negative
## 912      打擊  negative
## 913      自由  positive
## 914      批評  negative
## 915      指責  negative
## 916      挑釁  negative
## 917      破壞  negative
## 918      敏感  negative
## 919      批評  negative
## 920      侵犯  negative
## 921      堅決  positive
## 922      擾亂  negative
## 923      嚴重  negative
## 924      警告  negative
## 925      不滿  negative
## 926      反駁  negative
## 927      合法  positive
## 928      自由  positive
## 929      抨擊  negative
## 930      衝突  negative
## 931      豐富  positive
## 932      不受  negative
## 933      合理  positive
## 934      放棄  negative
## 935      挑戰  positive
## 936      脅迫  negative
## 937      不要  negative
## 938      仁愛  positive
## 939      主動  positive
## 940      投入  positive
## 941      清楚  positive
## 942      暴力  negative
## 943      衝突  negative
## 944      譴責  negative
## 945      打擊  negative
## 946      安全  positive
## 947      安寧  positive
## 948      希望  positive
## 949      決心  positive
## 950      破壞  negative
## 951      問題  negative
## 952      堅決  positive
## 953      尊重  positive
## 954      成功  positive
## 955      改善  positive
## 956      放棄  negative
## 957      重要  positive
## 958      迴避  negative
## 959      控制  negative
## 960      最好  positive
## 961      最佳  positive
## 962      傷害  negative
## 963      對抗  negative
## 964      戰爭  negative
## 965      壓力  negative
## 966      願意  positive
## 967      嚴重  negative
## 968      反駁  negative
## 969      支持  positive
## 970      批評  negative
## 971      攻擊  negative
## 972      公正  positive
## 973      分歧  negative
## 974      安全  positive
## 975      有效  positive
## 976      自由  positive
## 977      和平  positive
## 978      真實  positive
## 979      偏見  negative
## 980      復甦  positive
## 981      對抗  negative
## 982      衝突  negative
## 983      擾亂  negative
## 984      分歧  negative
## 985      安全  positive
## 986      敏感  negative
## 987      禁止  negative
## 988      支持  positive
## 989      希望  positive
## 990      決心  positive
## 991      保護  positive
## 992      信心  positive
## 993      威脅  negative
## 994      重要  positive
## 995      問題  negative
## 996      對抗  negative
## 997      興趣  positive
## 998      反對  negative
## 999      自由  positive
## 1000     希望  positive
## 1001     抗議  negative
## 1002     侵害  negative
## 1003     威脅  negative
## 1004     堅決  positive
## 1005     控訴  negative
## 1006     敏感  negative
## 1007     惡劣  negative
## 1008     躲避  negative
## 1009     緊張  negative
## 1010     入侵  negative
## 1011     反駁  negative
## 1012     自由  positive
## 1013     拒絕  negative
## 1014     侵犯  negative
## 1015     降低  negative
## 1016     情緒  negative
## 1017     理性  positive
## 1018     傻瓜  negative
## 1019     反對  negative
## 1020     失敗  negative
## 1021     信心  positive
## 1022     脅迫  negative
## 1023     清楚  positive
## 1024     無視  negative
## 1025     對抗  negative
## 1026     整齊  positive
## 1027     壓力  negative
## 1028     入侵  negative
## 1029     不顧  negative
## 1030     反對  negative
## 1031     反駁  negative
## 1032     同意  positive
## 1033     抗議  negative
## 1034     侵犯  negative
## 1035     保證  positive
## 1036     威脅  negative
## 1037     指責  negative
## 1038     挑戰  positive
## 1039     紛爭  negative
## 1040     高興  positive
## 1041     堅決  positive
## 1042     強硬  negative
## 1043     復甦  positive
## 1044     無力  negative
## 1045     無效  negative
## 1046     傻瓜  negative
## 1047     溫和  positive
## 1048     解決  positive
## 1049     戰爭  negative
## 1050     擁抱  positive
## 1051     激怒  negative
## 1052     壓迫  negative
## 1053     譴責  negative
## 1054     安全  positive
## 1055     自由  positive
## 1056     希望  positive
## 1057     投入  positive
## 1058     承諾  positive
## 1059     重要  positive
## 1060     緊繃  negative
## 1061     錯誤  negative
## 1062     安全  positive
## 1063     抗議  negative
## 1064     攻擊  negative
## 1065     承諾  positive
## 1066     威脅  negative
## 1067     創造  positive
## 1068     反對  negative
## 1069     禁止  negative
## 1070     警告  negative
## 1071     真實  positive
## 1072     敏感  negative
## 1073     不利  negative
## 1074     不足  negative
## 1075     分歧  negative
## 1076     矛盾  negative
## 1077     批評  negative
## 1078     抗議  negative
## 1079     拒絕  negative
## 1080     放棄  negative
## 1081     爭吵  negative
## 1082     保證  positive
## 1083     挑戰  positive
## 1084     突出  positive
## 1085     值得  positive
## 1086     敏感  negative
## 1087     軟弱  negative
## 1088     麻煩  negative
## 1089     遊戲  positive
## 1090     衝突  negative
## 1091     積極  positive
## 1092     興趣  positive
## 1093     活躍  positive

data %>%
  select(word) %>%
  inner_join(LIWC)

## Joining, by = "word"

## # A tibble: 1,091 x 2
## # Groups:   word [268]
##    word  sentiment
##    <chr> <chr>    
##  1 入侵  negative 
##  2 入侵  negative 
##  3 入侵  negative 
##  4 入侵  negative 
##  5 上當  negative 
##  6 干擾  negative 
##  7 干擾  negative 
##  8 干擾  negative 
##  9 干擾  negative 
## 10 干擾  negative 
## # ... with 1,081 more rows

統計每日的文章正面字的次數與負面字的次數，整體來看，情緒分析顯示負面幾乎都多於正面。

sentiment_count = sqldf("select commentDate,COUNT(count) count ,sentiment from data
                        inner join LIWC on  data.word = LIWC.word
                        group by commentDate" )

sentiment_count %>%
  ggplot()+
  geom_line(aes(x=commentDate,y=count,colour=sentiment))

LIWC_word_counts <- data %>%
  filter(commentDate < '2021/4/30') %>%
  inner_join(LIWC) %>%
  count(word, sentiment, sort = TRUE) %>%
  ungroup()

## Joining, by = "word"

觀察對於南海策略的正負向情緒字

LIWC_word_counts %>%
  group_by(sentiment) %>%
  top_n(10) %>%
  ungroup() %>%
  mutate(word = reorder(word, n)) %>%
  ggplot(aes(word, n, fill = sentiment)) +
  geom_col(show.legend = FALSE) +
  facet_wrap(~sentiment, scales = "free_y") +
  labs(y = "Contribution to sentiment",
       x = NULL) +
  theme(text=element_text(size=14))+
  coord_flip()

## Selecting by n

Ch.4 bigram可視化解讀

# 建立jieba_bigram
jieba_tokenizer = worker()
new_user_word(jieba_tokenizer, c(mask_lexicon))

## [1] TRUE

jieba_bigram <- function(t) {
  lapply(t, function(x) {
    if(nchar(x)>1){
      tokens <- segment(x, jieba_tokenizer)
      bigram<- ngrams(tokens, 2)
      bigram <- lapply(bigram, paste, collapse = " ")
      unlist(bigram)
    }
  })
}

Tedros_bigrams <- csv %>%
  unnest_tokens(bigram, sentence, token = jieba_bigram)

探討針對新聞標題含有南海，最常出現的字詞組合。

Tedros_bigrams <- csv %>%
  unnest_tokens(bigram, sentence, token = jieba_bigram) %>%
  filter(artTitle %like%  c('南海'))%>%
  filter(artDate<'2021/4/30')

bigrams_separated <- Tedros_bigrams %>%
  separate(bigram, c("word1", "word2"), sep = " ")

bigrams_filtered <- bigrams_separated %>%
  filter(!word1 %in% stop_words) %>%
  filter(!word2 %in% stop_words)

# new bigram counts:
bigram_counts <- bigrams_filtered %>%
  count(word1, word2, sort = TRUE)

bigram_counts

##         word1 word2  n
##     1:   中國  大陸 99
##     2:   美國  海軍 70
##     3:   打擊    群 51
##     4:   數據  圖表 51
##     5:      7    月 48
##    ---                
## 18641:     鑽    油  1
## 18642:   鑽井  水下  1
## 18643:   鑽井  平台  1
## 18644:   鑽油  我將  1
## 18645: 鑽油台  調查  1

針對新聞標題含有南海，最常出現的字詞組合。

bigram_graph <- bigram_counts %>%
  filter(n > 15) %>%
  graph_from_data_frame()

bigram_graph

## IGRAPH f390e71 DN-- 86 66 -- 
## + attr: name (v/c), n (e/n)
## + edges from f390e71 (vertex names):
##  [1] 中國    ->大陸     美國    ->海軍     打擊    ->群       數據    ->圖表    
##  [5] 7       ->月       和平    ->穩定     進入    ->南海     南海    ->戰略    
##  [9] 態勢    ->感知     戰略    ->態勢     南海    ->問題     號      ->uss     
## [13] 圖表    ->全球     軍事    ->化       西沙    ->群島     地區    ->國家    
## [17] 8       ->c        e       ->8        南海    ->地區     航行    ->自由    
## [21] 龐培    ->歐       問題    ->上       雷根    ->號       羅斯福  ->號      
## [25] 地區    ->和平     範圍    ->內       中國    ->船隻     抵近    ->偵察    
## [29] 南海    ->主權     海洋法  ->公約     13      ->日       表示    ->中國    
## + ... omitted several edges

set.seed(2016)

a <- grid::arrow(type = "closed", length = unit(.15, "inches"))

ggraph(bigram_graph, layout = "fr") +
  geom_edge_link(aes(edge_alpha = n), show.legend = FALSE,
                 arrow = a, end_cap = circle(.07, 'inches')) +
  geom_node_point(color = "lightblue", size = 5) +
  geom_node_text(aes(label = name), vjust = 1, hjust = 1) +
  theme_void()

探討新聞高峰期，最常出現的字詞組合。

Tedros_bigrams_2 <- csv %>%
  unnest_tokens(bigram, sentence, token = jieba_bigram) %>%
    filter(artTitle %like%  c('南海'))%>%
  filter(artDate == '2020-07-14')

bigrams_separated <- Tedros_bigrams_2 %>%
  separate(bigram, c("word1", "word2"), sep = " ")

bigrams_filtered <- bigrams_separated %>%
  filter(!word1 %in% stop_words) %>%
  filter(!word2 %in% stop_words)

# new bigram counts:
bigram_counts_2 <- bigrams_filtered %>%
  count(word1, word2, sort = TRUE)

bigram_counts_2

##      word1 word2  n
##   1:  龐培    歐 15
##   2:  中國  大陸 11
##   3:    13    日  7
##   4:  和平  穩定  7
##   5:  主權  主張  6
##  ---               
## 760:  權利  主張  1
## 761:  權利  龐培  1
## 762:  權益  主張  1
## 763:  變得    更  1
## 764:  鑽井  平台  1

bigram_graph <- bigram_counts_2 %>%
  filter(n > 5) %>%
  graph_from_data_frame()

set.seed(2016)

a <- grid::arrow(type = "closed", length = unit(.15, "inches"))

ggraph(bigram_graph, layout = "fr") +
  geom_edge_link(aes(edge_alpha = n), show.legend = FALSE,
                 arrow = a, end_cap = circle(.07, 'inches')) +
  geom_node_point(color = "lightblue", size = 5) +
  geom_node_text(aes(label = name), vjust = 1, hjust = 1) +
  theme_void()

Ch.5 計算TF-IDF

#mask_sentences$commentContent <- as.character (mask_sentences$commentContent)
mask_sentences_artUrl = csv %>%
  select(artTitle,artDate,sentence,artUrl)%>%
filter(artTitle %like%  c('南海'))


#mask_words <- mask_sentences %>%
 # unnest_tokens(word, commentContent, token=chi_tokenizer)


#mask_sentences_artUrl<-mask_words

mask_words_artUrl <- mask_words%>%
  filter(!str_detect(word, regex("[0-9a-zA-Z]"))) %>%
  filter(artTitle %like%  c('南海')) %>%
  count(artUrl, word, sort = TRUE)

#mask_words_artUrl

total_words <- mask_words_artUrl %>%
  group_by(artUrl) %>%
  summarize(total = sum(n))

#total_words

合併 mask_words（每個詞彙在每個文章中出現的次數）

與 total_words（每篇文章的詞數） 新增各個詞彙在所有詞彙中的總數欄位

mask_words_artUrl %>%
  left_join(total_words)%>%
  arrange(desc(n))

## Joining, by = "artUrl"

##                                          artUrl                 word  n total
## 1       https://udn.com/news/story/6809/4709443                 美國 33   761
## 2       https://udn.com/news/story/6809/4817433                 美國 23   404
## 3       https://udn.com/news/story/6809/4709443                 中國 22   761
## 4      https://udn.com/news/story/12586/4730402                 美國 21   375
## 5     https://udn.com/news/story/121687/5215820                 美國 19   503
## 6      https://udn.com/news/story/12586/4730402                 中國 19   375
## 7      https://udn.com/news/story/12586/4732749                 南海 19   339
## 8       https://udn.com/news/story/6809/5123283                 飛彈 19   319
## 9       https://udn.com/news/story/6809/4702142                 美國 18   248
## 10      https://udn.com/news/story/7331/4737312                 南海 18   291
## 11      https://udn.com/news/story/6809/4813538                 中國 17   268
## 12      https://udn.com/news/story/7331/4731750                 南海 17   279
## 13      https://udn.com/news/story/7331/4832251                 南海 17   233
## 14      https://udn.com/news/story/7331/4922504                 南海 17   262
## 15      https://udn.com/news/story/7331/5401625                 南海 17   202
## 16      https://udn.com/news/story/6809/4817433                 中國 16   404
## 17      https://udn.com/news/story/6809/5367370                 中國 16   239
## 18      https://udn.com/news/story/6813/5002062                 美國 16   258
## 19      https://udn.com/news/story/7331/4742714                 南海 16   396
## 20      https://udn.com/news/story/7332/4388480                 市場 16   184
## 21      https://udn.com/news/story/7332/4876640                 油田 16   280
## 22      https://udn.com/news/story/6809/4271642                 南海 15   273
## 23      https://udn.com/news/story/6809/4812685                 中國 15   292
## 24      https://udn.com/news/story/6809/5063760                 雙方 15   450
## 25      https://udn.com/news/story/6809/5123283               拉莫斯 15   319
## 26      https://udn.com/news/story/7331/4895326                 南海 15   232
## 27      https://udn.com/news/story/6809/5263091                 中國 14   376
## 28      https://udn.com/news/story/6809/5263091                 南海 14   376
## 29      https://udn.com/news/story/7331/4605008                 南海 14   268
## 30      https://udn.com/news/story/7331/4697199                 中國 14   274
## 31      https://udn.com/news/story/7331/4713477                 南海 14   266
## 32      https://udn.com/news/story/7331/4742714                 中國 14   396
## 33      https://udn.com/news/story/7331/5287493                 問題 14   428
## 34      https://udn.com/news/story/7331/5294249                 南海 14   279
## 35      https://udn.com/news/story/7332/4876640                 中國 14   280
## 36    https://udn.com/news/story/121687/5212213                 林肯 13   295
## 37      https://udn.com/news/story/6809/4565919                 美國 13   372
## 38      https://udn.com/news/story/6809/4709443                 南海 13   761
## 39      https://udn.com/news/story/6809/4815509                 南海 13   248
## 40      https://udn.com/news/story/6809/4934837                 南海 13   298
## 41      https://udn.com/news/story/6809/5123283                 印度 13   319
## 42      https://udn.com/news/story/7331/4605008                 防空 13   268
## 43      https://udn.com/news/story/7331/4605008               識別區 13   268
## 44      https://udn.com/news/story/7331/4742714                 美國 13   396
## 45      https://udn.com/news/story/7331/5039328                 中辦 13   198
## 46      https://udn.com/news/story/6809/4271642               菲律賓 12   273
## 47      https://udn.com/news/story/6809/4313108                 台灣 12   348
## 48      https://udn.com/news/story/6809/4313108                 海軍 12   348
## 49      https://udn.com/news/story/6809/4808733                 法官 12   196
## 50      https://udn.com/news/story/6809/5063760                 艦艇 12   450
## 51      https://udn.com/news/story/6809/5123283                 中國 12   319
## 52      https://udn.com/news/story/6809/5263091                 美國 12   376
## 53      https://udn.com/news/story/6809/5352633                 印尼 12   205
## 54      https://udn.com/news/story/6809/5365698                 中國 12   186
## 55      https://udn.com/news/story/6809/5370058                 中國 12   211
## 56      https://udn.com/news/story/6811/4812524                 南海 12   266
## 57      https://udn.com/news/story/7331/4503537                 中國 12   190
## 58      https://udn.com/news/story/7331/4605008                 宣布 12   268
## 59      https://udn.com/news/story/7331/4697199                 南海 12   274
## 60      https://udn.com/news/story/7331/4737312                 美國 12   291
## 61      https://udn.com/news/story/7331/5039328                 主任 12   198
## 62      https://udn.com/news/story/7331/5287493                 中國 12   428
## 63      https://udn.com/news/story/7331/5287493                 美國 12   428
## 64    https://udn.com/news/story/121687/5199268                 航母 11   257
## 65    https://udn.com/news/story/121687/5215820                 中國 11   503
## 66    https://udn.com/news/story/121687/5215820                 拜登 11   503
## 67      https://udn.com/news/story/6809/4279234                 印尼 11   268
## 68      https://udn.com/news/story/6809/4702067                 南海 11   236
## 69      https://udn.com/news/story/6809/4702142                 大陸 11   248
## 70      https://udn.com/news/story/6809/5123283                 越南 11   319
## 71      https://udn.com/news/story/6809/5263091                 大陸 11   376
## 72      https://udn.com/news/story/6809/5369418                 中國 11   222
## 73      https://udn.com/news/story/6809/5376403                 南海 11   312
## 74      https://udn.com/news/story/7331/4702018                 南海 11   181
## 75      https://udn.com/news/story/7331/4834648                 南海 11   349
## 76      https://udn.com/news/story/7331/4899934                 海巡 11   164
## 77      https://udn.com/news/story/7332/4876640                 流花 11   280
## 78    https://udn.com/news/story/121687/5199268                 中國 10   257
## 79      https://udn.com/news/story/6809/4279234                 海域 10   268
## 80      https://udn.com/news/story/6809/4279234                 越南 10   268
## 81      https://udn.com/news/story/6809/4565919                 中國 10   372
## 82      https://udn.com/news/story/6809/4695303                 雷達 10   252
## 83      https://udn.com/news/story/6809/4702638                 美國 10   245
## 84      https://udn.com/news/story/6809/4812685                 大陸 10   292
## 85      https://udn.com/news/story/6809/4817433                 南海 10   404
## 86      https://udn.com/news/story/6809/4934837                 美國 10   298
## 87      https://udn.com/news/story/6809/5376403                 美國 10   312
## 88      https://udn.com/news/story/6811/4812524                 中國 10   266
## 89      https://udn.com/news/story/7331/4681864                 美軍 10   231
## 90      https://udn.com/news/story/7331/4699962                 南海 10   129
## 91      https://udn.com/news/story/7331/4704552                 南海 10   216
## 92      https://udn.com/news/story/7331/4713855                 沙頓 10   189
## 93      https://udn.com/news/story/7331/4713855               戰鬥機 10   189
## 94      https://udn.com/news/story/7331/4731750                 中國 10   279
## 95      https://udn.com/news/story/7331/4832251                 美國 10   233
## 96      https://udn.com/news/story/7331/4849422                 南海 10   272
## 97      https://udn.com/news/story/7331/5285610                 南海 10   128
## 98      https://udn.com/news/story/7331/5359369                 南海 10   121
## 99      https://udn.com/news/story/7331/5365152                 南海 10   217
## 100     https://udn.com/news/story/7332/4388480             工作人員 10   184
## 101     https://udn.com/news/story/7333/5401465                 南海 10   154
## 102   https://udn.com/news/story/120675/4281503                 肺炎  9   264
## 103   https://udn.com/news/story/121687/5212213                 美國  9   295
## 104     https://udn.com/news/story/6809/4279234                 中國  9   268
## 105     https://udn.com/news/story/6809/4279234                 群島  9   268
## 106     https://udn.com/news/story/6809/4651251                 打擊  9   205
## 107     https://udn.com/news/story/6809/4678125                 演習  9   205
## 108     https://udn.com/news/story/6809/4695303               菲律賓  9   252
## 109     https://udn.com/news/story/6809/4699778                 南海  9   214
## 110     https://udn.com/news/story/6809/4702142                 南海  9   248
## 111     https://udn.com/news/story/6809/4808733                 法庭  9   196
## 112     https://udn.com/news/story/6809/4808733               海洋法  9   196
## 113     https://udn.com/news/story/6809/4812685                 南海  9   292
## 114     https://udn.com/news/story/6809/4939570                 部署  9   203
## 115     https://udn.com/news/story/6809/4939570                 雷根  9   203
## 116     https://udn.com/news/story/6809/5063760                 海域  9   450
## 117     https://udn.com/news/story/6809/5263091               普萊斯  9   376
## 118     https://udn.com/news/story/6809/5370058               菲律賓  9   211
## 119     https://udn.com/news/story/6809/5376403                 艦隊  9   312
## 120     https://udn.com/news/story/7331/4488979                 遼寧  9   221
## 121     https://udn.com/news/story/7331/4605008                 中國  9   268
## 122     https://udn.com/news/story/7331/4681864                 關島  9   231
## 123     https://udn.com/news/story/7331/4704552                 中國  9   216
## 124     https://udn.com/news/story/7331/4713477                 戰機  9   266
## 125     https://udn.com/news/story/7331/4713478                 中國  9   208
## 126     https://udn.com/news/story/7331/4751677               偵察機  9   138
## 127     https://udn.com/news/story/7331/4803877                 海域  9   157
## 128     https://udn.com/news/story/7331/4816369                 南海  9   253
## 129     https://udn.com/news/story/7331/4895326                 中國  9   232
## 130     https://udn.com/news/story/7331/4895326                 軍事  9   232
## 131     https://udn.com/news/story/7331/5039328               常務副  9   198
## 132     https://udn.com/news/story/7331/5287493                 國家  9   428
## 133     https://udn.com/news/story/7331/5301066                 王毅  9   270
## 134     https://udn.com/news/story/7331/5388998                 海域  9   126
## 135   https://udn.com/news/story/122051/5369962                 打擊  8   261
## 136     https://udn.com/news/story/6809/4271642                 中國  8   273
## 137     https://udn.com/news/story/6809/4678125                 南海  8   205
## 138     https://udn.com/news/story/6809/4695303                 日本  8   252
## 139     https://udn.com/news/story/6809/4699778                 美國  8   214
## 140     https://udn.com/news/story/6809/4699778                 龐培  8   214
## 141     https://udn.com/news/story/6809/4699831                 南海  8   134
## 142     https://udn.com/news/story/6809/4702067                 北京  8   236
## 143     https://udn.com/news/story/6809/4702142                 主權  8   248
## 144     https://udn.com/news/story/6809/4709443                 不會  8   761
## 145     https://udn.com/news/story/6809/4709443                 香港  8   761
## 146     https://udn.com/news/story/6809/4709443                 國際  8   761
## 147     https://udn.com/news/story/6809/4709443                 釣魚  8   761
## 148     https://udn.com/news/story/6809/4765714                 中國  8   270
## 149     https://udn.com/news/story/6809/4765714                 河野  8   270
## 150     https://udn.com/news/story/6809/4808733                 中國  8   196
## 151     https://udn.com/news/story/6809/4808733                 國際  8   196
## 152     https://udn.com/news/story/6809/4812688                 中國  8   130
## 153     https://udn.com/news/story/6809/4813538                 地圖  8   268
## 154     https://udn.com/news/story/6809/4934837                 海軍  8   298
## 155     https://udn.com/news/story/6809/4934837                 航母  8   298
## 156     https://udn.com/news/story/6809/4934837                 雷根  8   298
## 157     https://udn.com/news/story/6809/5063760                 爭議  8   450
## 158     https://udn.com/news/story/6809/5225330                 美國  8   260
## 159     https://udn.com/news/story/6809/5255445                 美國  8   211
## 160     https://udn.com/news/story/6809/5263091                 主張  8   376
## 161     https://udn.com/news/story/6809/5263091                 海警  8   376
## 162     https://udn.com/news/story/6809/5367370                 船隻  8   239
## 163     https://udn.com/news/story/6809/5367370                 報導  8   239
## 164     https://udn.com/news/story/6809/5370058               杜特蒂  8   211
## 165     https://udn.com/news/story/6809/5381036               菲律賓  8   206
## 166     https://udn.com/news/story/6809/5400212                 南海  8   168
## 167     https://udn.com/news/story/6811/4675655                 大陸  8   142
## 168     https://udn.com/news/story/6811/4675655                 中國  8   142
## 169     https://udn.com/news/story/6811/4675655                 南海  8   142
## 170     https://udn.com/news/story/6813/5244746                 中國  8   166
## 171     https://udn.com/news/story/7331/4488979                 編隊  8   221
## 172     https://udn.com/news/story/7331/4605008                 北京  8   268
## 173     https://udn.com/news/story/7331/4697199                 美國  8   274
## 174     https://udn.com/news/story/7331/4697199                 軍事  8   274
## 175     https://udn.com/news/story/7331/4702018                 大陸  8   181
## 176     https://udn.com/news/story/7331/4713477               永興島  8   266
## 177     https://udn.com/news/story/7331/4713478                 美國  8   208
## 178     https://udn.com/news/story/7331/4724139                 南海  8   214
## 179     https://udn.com/news/story/7331/4724139                 美國  8   214
## 180     https://udn.com/news/story/7331/4727917                 南海  8   142
## 181     https://udn.com/news/story/7331/4731672                 南海  8   186
## 182     https://udn.com/news/story/7331/4731750                 主權  8   279
## 183     https://udn.com/news/story/7331/4816369                 中國  8   253
## 184     https://udn.com/news/story/7331/4832768                 南海  8   111
## 185     https://udn.com/news/story/7331/4849422                 大陸  8   272
## 186     https://udn.com/news/story/7331/4895326                 美國  8   232
## 187     https://udn.com/news/story/7331/5287493                 中美  8   428
## 188     https://udn.com/news/story/7331/5365152                 美軍  8   217
## 189     https://udn.com/news/story/7332/4591030                 病毒  8   126
## 190   https://udn.com/news/story/120675/4281503                 武漢  7   264
## 191   https://udn.com/news/story/120675/4281503                 原因  7   264
## 192   https://udn.com/news/story/121687/5199268                 報導  7   257
## 193   https://udn.com/news/story/121687/5212213                 大陸  7   295
## 194   https://udn.com/news/story/121687/5212213                 中國  7   295
## 195   https://udn.com/news/story/121687/5212213                 通話  7   295
## 196   https://udn.com/news/story/121687/5215820                 北京  7   503
## 197   https://udn.com/news/story/122051/5368627                 南海  7   239
## 198   https://udn.com/news/story/122051/5369349                 南海  7   103
## 199   https://udn.com/news/story/122051/5369962                 台灣  7   261
## 200    https://udn.com/news/story/12586/4730402                 外交  7   375
## 201    https://udn.com/news/story/12586/4730402                 美方  7   375
## 202    https://udn.com/news/story/12586/4732749                 中國  7   339
## 203    https://udn.com/news/story/12586/4732749                 海域  7   339
## 204    https://udn.com/news/story/12586/4732749                 訓練  7   339
## 205    https://udn.com/news/story/12586/4732749                 報導  7   339
## 206     https://udn.com/news/story/6809/4272045                 越南  7   158
## 207     https://udn.com/news/story/6809/4279234               納土納  7   268
## 208     https://udn.com/news/story/6809/4313108                 上將  7   348
## 209     https://udn.com/news/story/6809/4565919                 南海  7   372
## 210     https://udn.com/news/story/6809/4565919                 區域  7   372
## 211     https://udn.com/news/story/6809/4651251                 美國  7   205
## 212     https://udn.com/news/story/6809/4682642                 南海  7   186
## 213     https://udn.com/news/story/6809/4682642                 美國  7   186
## 214     https://udn.com/news/story/6809/4682642                 演習  7   186
## 215     https://udn.com/news/story/6809/4699778                 表示  7   214
## 216     https://udn.com/news/story/6809/4702067                 美國  7   236
## 217     https://udn.com/news/story/6809/4702638                 自由  7   245
## 218     https://udn.com/news/story/6809/4702638                 南海  7   245
## 219     https://udn.com/news/story/6809/4709443                 外交  7   761
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## 222     https://udn.com/news/story/6809/4709443                 策略  7   761
## 223     https://udn.com/news/story/6809/4709443               蓬佩奧  7   761
## 224     https://udn.com/news/story/6809/4709443                 聲明  7   761
## 225     https://udn.com/news/story/6809/4765714                 美國  7   270
## 226     https://udn.com/news/story/6809/4812685                 公司  7   292
## 227     https://udn.com/news/story/6809/4812685                 美國  7   292
## 228     https://udn.com/news/story/6809/4813538               教科書  7   268
## 229     https://udn.com/news/story/6809/4815509                 表示  7   248
## 230     https://udn.com/news/story/6809/4817433                 企業  7   404
## 231     https://udn.com/news/story/6809/4925039                 南海  7   124
## 232     https://udn.com/news/story/6809/4933721                 海軍  7   206
## 233     https://udn.com/news/story/6809/4939570                 打擊  7   203
## 234     https://udn.com/news/story/6809/5217399                 美國  7   102
## 235     https://udn.com/news/story/6809/5225330                 模擬  7   260
## 236     https://udn.com/news/story/6809/5255445                 自由  7   211
## 237     https://udn.com/news/story/6809/5263091                 海上  7   376
## 238     https://udn.com/news/story/6809/5352633                 日本  7   205
## 239     https://udn.com/news/story/6809/5365698               菲律賓  7   186
## 240     https://udn.com/news/story/6809/5400212                 中國  7   168
## 241     https://udn.com/news/story/6811/4812524                 島嶼  7   266
## 242     https://udn.com/news/story/6811/4812588                 中國  7   162
## 243     https://udn.com/news/story/6813/4542826                 美國  7   202
## 244     https://udn.com/news/story/7331/4414231                 南海  7   186
## 245     https://udn.com/news/story/7331/4681864               轟炸機  7   231
## 246     https://udn.com/news/story/7331/4697199                 文章  7   274
## 247     https://udn.com/news/story/7331/4703971                 南海  7   200
## 248     https://udn.com/news/story/7331/4704552                 美方  7   216
## 249     https://udn.com/news/story/7331/4713478                 制裁  7   208
## 250     https://udn.com/news/story/7331/4713855                 中國  7   189
## 251     https://udn.com/news/story/7331/4737312                 不是  7   291
## 252     https://udn.com/news/story/7331/4834648                 美軍  7   349
## 253     https://udn.com/news/story/7331/4849422                 國家  7   272
## 254     https://udn.com/news/story/7331/4866729                 南海  7   103
## 255     https://udn.com/news/story/7331/5039328               孟祥鋒  7   198
## 256     https://udn.com/news/story/7331/5039328                 擔任  7   198
## 257     https://udn.com/news/story/7331/5294249                 德國  7   279
## 258     https://udn.com/news/story/7331/5301066                 中國  7   270
## 259     https://udn.com/news/story/7331/5301066                 南海  7   270
## 260     https://udn.com/news/story/7331/5365152                 東海  7   217
## 261     https://udn.com/news/story/7331/5401625                 美國  7   202
## 262     https://udn.com/news/story/7332/4876640                 海油  7   280
## 263     https://udn.com/news/story/7333/4813542                 南海  7    97
## 264     https://udn.com/news/story/7333/5401465                 問題  7   154
## 265   https://udn.com/news/story/120675/4281503                 不明  6   264
## 266   https://udn.com/news/story/120675/4281503                 表示  6   264
## 267   https://udn.com/news/story/121687/5199268               第三艘  6   257
## 268   https://udn.com/news/story/121687/5212213                 合作  6   295
## 269   https://udn.com/news/story/121687/5215820                 台灣  6   503
## 270   https://udn.com/news/story/121687/5215820                 南海  6   503
## 271   https://udn.com/news/story/122051/5368627                 東海  6   239
## 272   https://udn.com/news/story/122051/5368627                 海域  6   239
## 273   https://udn.com/news/story/122051/5369349                 打擊  6   103
## 274   https://udn.com/news/story/122051/5369349               羅斯福  6   103
## 275   https://udn.com/news/story/122051/5369962               羅斯福  6   261
## 276    https://udn.com/news/story/12586/4730402             中美關係  6   375
## 277    https://udn.com/news/story/12586/4730402                 永年  6   375
## 278    https://udn.com/news/story/12586/4730402                 南海  6   375
## 279    https://udn.com/news/story/12586/4730402                 關閉  6   375
## 280     https://udn.com/news/story/6809/4271642               杜特蒂  6   273
## 281     https://udn.com/news/story/6809/4271642                 油氣  6   273
## 282     https://udn.com/news/story/6809/4313108                 司令  6   348
## 283     https://udn.com/news/story/6809/4313108                 安全  6   348
## 284     https://udn.com/news/story/6809/4565919                 疫情  6   372
## 285     https://udn.com/news/story/6809/4651251                 海軍  6   205
## 286     https://udn.com/news/story/6809/4678024                 中國  6   184
## 287     https://udn.com/news/story/6809/4678024                 航母  6   184
## 288     https://udn.com/news/story/6809/4682238                 美國  6   143
## 289     https://udn.com/news/story/6809/4686528                 南海  6   215
## 290     https://udn.com/news/story/6809/4686528                 聲明  6   215
## 291     https://udn.com/news/story/6809/4695303                 共機  6   252
## 292     https://udn.com/news/story/6809/4699778                 主張  6   214
## 293     https://udn.com/news/story/6809/4699778                 北京  6   214
## 294     https://udn.com/news/story/6809/4702067                 中國  6   236
## 295     https://udn.com/news/story/6809/4702067               史達偉  6   236
## 296     https://udn.com/news/story/6809/4702142                 主張  6   248
## 297     https://udn.com/news/story/6809/4702638                 蒙森  6   245
## 298     https://udn.com/news/story/6809/4702638                 權利  6   245
## 299     https://udn.com/news/story/6809/4707133                 南海  6   101
## 300     https://udn.com/news/story/6809/4707133                 澳洲  6   101
## 301     https://udn.com/news/story/6809/4724267                 南海  6   192
## 302     https://udn.com/news/story/6809/4775709                 中國  6   211
## 303     https://udn.com/news/story/6809/4775709                 美國  6   211
## 304     https://udn.com/news/story/6809/4815509                 行為  6   248
## 305     https://udn.com/news/story/6809/4815509                 美國  6   248
## 306     https://udn.com/news/story/6809/4815509                 菲國  6   248
## 307     https://udn.com/news/story/6809/4817433                 公司  6   404
## 308     https://udn.com/news/story/6809/4877676                 菲國  6   191
## 309     https://udn.com/news/story/6809/4933721                 美國  6   206
## 310     https://udn.com/news/story/6809/4933721                 海上  6   206
## 311     https://udn.com/news/story/6809/4939570                 南海  6   203
## 312     https://udn.com/news/story/6809/4939570               號航艦  6   203
## 313     https://udn.com/news/story/6809/5063760                 人員  6   450
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## 318     https://udn.com/news/story/6809/5225330                 透過  6   260
## 319     https://udn.com/news/story/6809/5255445                 表示  6   211
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## 322     https://udn.com/news/story/6809/5255445                 權利  6   211
## 323     https://udn.com/news/story/6809/5263091                 表示  6   376
## 324     https://udn.com/news/story/6809/5365698                 主權  6   186
## 325     https://udn.com/news/story/6809/5365698                 船隻  6   186
## 326     https://udn.com/news/story/6809/5367370                 海域  6   239
## 327     https://udn.com/news/story/6809/5367370               菲律賓  6   239
## 328     https://udn.com/news/story/6809/5369418                 船隻  6   222
## 329     https://udn.com/news/story/6809/5376403                 印太  6   312
## 330     https://udn.com/news/story/6809/5381036                 聯合  6   206
## 331     https://udn.com/news/story/6811/4812524                 美國  6   266
## 332     https://udn.com/news/story/6811/4812588                 通信  6   162
## 333     https://udn.com/news/story/6813/4693835                 美國  6   111
## 334     https://udn.com/news/story/6813/4720296               艾思博  6   133
## 335     https://udn.com/news/story/6813/5002062                 中國  6   258
## 336     https://udn.com/news/story/6813/5244746                 南海  6   166
## 337     https://udn.com/news/story/6813/5244746                 美國  6   166
## 338     https://udn.com/news/story/7331/4503537                 島礁  6   190
## 339     https://udn.com/news/story/7331/4503537                 海底  6   190
## 340     https://udn.com/news/story/7331/4530327                 國際  6   218
## 341     https://udn.com/news/story/7331/4681864                 中國  6   231
## 342     https://udn.com/news/story/7331/4681864                 南海  6   231
## 343     https://udn.com/news/story/7331/4697199                 地區  6   274
## 344     https://udn.com/news/story/7331/4702018                 美國  6   181
## 345     https://udn.com/news/story/7331/4703971                 美軍  6   200
## 346     https://udn.com/news/story/7331/4704552                 地區  6   216
## 347     https://udn.com/news/story/7331/4713477                 中國  6   266
## 348     https://udn.com/news/story/7331/4713477                 航母  6   266
## 349     https://udn.com/news/story/7331/4713478               中海油  6   208
## 350     https://udn.com/news/story/7331/4713855               永興島  6   189
## 351     https://udn.com/news/story/7331/4713855                 美國  6   189
## 352     https://udn.com/news/story/7331/4727917                 海域  6   142
## 353     https://udn.com/news/story/7331/4731672                 美軍  6   186
## 354     https://udn.com/news/story/7331/4731672                 美國  6   186
## 355     https://udn.com/news/story/7331/4731750                 澳洲  6   279
## 356     https://udn.com/news/story/7331/4737312                 大陸  6   291
## 357     https://udn.com/news/story/7331/4737312               國際法  6   291
## 358     https://udn.com/news/story/7331/4751677                 南海  6   138
## 359     https://udn.com/news/story/7331/4803877               解放軍  6   157
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## 361     https://udn.com/news/story/7331/4816369                 中方  6   253
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## 363     https://udn.com/news/story/7331/4832251                 中國  6   233
## 364     https://udn.com/news/story/7331/4832251                 合作  6   233
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## 371     https://udn.com/news/story/7331/4899934                 中國  6   164
## 372     https://udn.com/news/story/7331/4922504                 可能  6   262
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## 381     https://udn.com/news/story/7331/5358554               菲律賓  6    86
## 382     https://udn.com/news/story/7331/5359369                 中國  6   121
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## 384     https://udn.com/news/story/7331/5401625                 中國  6   202
## 385     https://udn.com/news/story/7332/4591030                 可能  6   126
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## 391   https://udn.com/news/story/121687/5212213                 表示  5   295
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## 400   https://udn.com/news/story/122051/5369962               號航艦  5   261
## 401    https://udn.com/news/story/12586/4730402                 沒有  5   375
## 402    https://udn.com/news/story/12586/4730402                 表示  5   375
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## 410     https://udn.com/news/story/6809/4271642                 問題  5   273
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## 417     https://udn.com/news/story/6809/4279234               聯合國  5   268
## 418     https://udn.com/news/story/6809/4313108                 表示  5   348
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## 421     https://udn.com/news/story/6809/4565919                 利用  5   372
## 422     https://udn.com/news/story/6809/4565919                 軍事  5   372
## 423     https://udn.com/news/story/6809/4565919               轟炸機  5   372
## 424     https://udn.com/news/story/6809/4678024                 美國  5   184
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## 427     https://udn.com/news/story/6809/4678125                 美國  5   205
## 428     https://udn.com/news/story/6809/4678125                 海軍  5   205
## 429     https://udn.com/news/story/6809/4682642                 中國  5   186
## 430     https://udn.com/news/story/6809/4682642                 海軍  5   186
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## 434     https://udn.com/news/story/6809/4699778                 海上  5   214
## 435     https://udn.com/news/story/6809/4699778               國際法  5   214
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## 439     https://udn.com/news/story/6809/4702142                 可能  5   248
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## 441     https://udn.com/news/story/6809/4702638                 主張  5   245
## 442     https://udn.com/news/story/6809/4702638                 表示  5   245
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## 444     https://udn.com/news/story/6809/4702638               國際法  5   245
## 445     https://udn.com/news/story/6809/4709443                 日本  5   761
## 446     https://udn.com/news/story/6809/4709443                 北京  5   761
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## 448     https://udn.com/news/story/6809/4709443                 爭議  5   761
## 449     https://udn.com/news/story/6809/4709443               國安法  5   761
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## 451     https://udn.com/news/story/6809/4724267               偵察機  5   192
## 452     https://udn.com/news/story/6809/4765714                 日本  5   270
## 453     https://udn.com/news/story/6809/4765714                 國際  5   270
## 454     https://udn.com/news/story/6809/4775709                 南海  5   211
## 455     https://udn.com/news/story/6809/4775709                 對話  5   211
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## 457     https://udn.com/news/story/6809/4786257                 演習  5   170
## 458     https://udn.com/news/story/6809/4808733                 選舉  5   196
## 459     https://udn.com/news/story/6809/4812685                 建設  5   292
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## 461     https://udn.com/news/story/6809/4812688                 南海  5   130
## 462     https://udn.com/news/story/6809/4813050                 北京  5   100
## 463     https://udn.com/news/story/6809/4813050                 美國  5   100
## 464     https://udn.com/news/story/6809/4813050                 發射  5   100
## 465     https://udn.com/news/story/6809/4813538                 九段  5   268
## 466     https://udn.com/news/story/6809/4813538                 主張  5   268
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## 468     https://udn.com/news/story/6809/4813538                 南海  5   268
## 469     https://udn.com/news/story/6809/4813538                 澳洲  5   268
## 470     https://udn.com/news/story/6809/4815509                 大陸  5   248
## 471     https://udn.com/news/story/6809/4817433                 北京  5   404
## 472     https://udn.com/news/story/6809/4817433                 制裁  5   404
## 473     https://udn.com/news/story/6809/4817433                 建設  5   404
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## 735     https://udn.com/news/story/6809/4939570                 安全  4   203
## 736     https://udn.com/news/story/6809/4939570                 美國  4   203
## 737     https://udn.com/news/story/6809/4939570                 海軍  4   203
## 738     https://udn.com/news/story/6809/4939570                 區域  4   203
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## 740     https://udn.com/news/story/6809/4947150                 南海  4    38
## 741     https://udn.com/news/story/6809/5063760                 大陸  4   450
## 742     https://udn.com/news/story/6809/5063760                 中國  4   450
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## 748     https://udn.com/news/story/6809/5063760             馬來西亞  4   450
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## 752     https://udn.com/news/story/6809/5123283                 公里  4   319
## 753     https://udn.com/news/story/6809/5123283                 可能  4   319
## 754     https://udn.com/news/story/6809/5217399                 自由  4   102
## 755     https://udn.com/news/story/6809/5217399                 行動  4   102
## 756     https://udn.com/news/story/6809/5217399                 海軍  4   102
## 757     https://udn.com/news/story/6809/5225330                 中國  4   260
## 758     https://udn.com/news/story/6809/5225330                 南海  4   260
## 759     https://udn.com/news/story/6809/5225330                 飛彈  4   260
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## 764     https://udn.com/news/story/6809/5263091                 立場  4   376
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## 768     https://udn.com/news/story/6809/5263091                 關切  4   376
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## 771     https://udn.com/news/story/6809/5365698                 南海  4   186
## 772     https://udn.com/news/story/6809/5369418                 中方  4   222
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## 775     https://udn.com/news/story/6809/5369418                 南海  4   222
## 776     https://udn.com/news/story/6809/5370058                 疫苗  4   211
## 777     https://udn.com/news/story/6809/5370058               馬尼拉  4   211
## 778     https://udn.com/news/story/6809/5376403                 軍事  4   312
## 779     https://udn.com/news/story/6809/5376403                 區域  4   312
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## 782     https://udn.com/news/story/6809/5381036                 取消  4   206
## 783     https://udn.com/news/story/6809/5381036                 美國  4   206
## 784     https://udn.com/news/story/6809/5400212                 北京  4   168
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## 786     https://udn.com/news/story/6809/5400212               菲律賓  4   168
## 787     https://udn.com/news/story/6811/4675655                 行動  4   142
## 788     https://udn.com/news/story/6811/4812524                 人造  4   266
## 789     https://udn.com/news/story/6811/4812524                 美方  4   266
## 790     https://udn.com/news/story/6811/4812524                 軍事  4   266
## 791     https://udn.com/news/story/6811/4812588                 大陸  4   162
## 792     https://udn.com/news/story/6811/4812588                 中交  4   162
## 793     https://udn.com/news/story/6811/4812588                 天津  4   162
## 794     https://udn.com/news/story/6813/4542826               艾斯培  4   202
## 795     https://udn.com/news/story/6813/4542826                 航行  4   202
## 796     https://udn.com/news/story/6813/4542826                 國家  4   202
## 797     https://udn.com/news/story/6813/5002062                 可能  4   258
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## 799     https://udn.com/news/story/6813/5002062                 能力  4   258
## 800     https://udn.com/news/story/6813/5200106                 打擊  4   162
## 801     https://udn.com/news/story/6813/5244746                 美軍  4   166
## 802     https://udn.com/news/story/6813/5244746                 海域  4   166
## 803     https://udn.com/news/story/6813/5244746                 航行  4   166
## 804     https://udn.com/news/story/7331/4414231               美利堅  4   186
## 805     https://udn.com/news/story/7331/4414231                 美國  4   186
## 806     https://udn.com/news/story/7331/4414231             新冠肺炎  4   186
## 807     https://udn.com/news/story/7331/4488979             西太平洋  4   221
## 808     https://udn.com/news/story/7331/4488979                 南海  4   221
## 809     https://udn.com/news/story/7331/4488979                 海軍  4   221
## 810     https://udn.com/news/story/7331/4488979             新冠肺炎  4   221
## 811     https://udn.com/news/story/7331/4503537                 地物  4   190
## 812     https://udn.com/news/story/7331/4503537                 南沙  4   190
## 813     https://udn.com/news/story/7331/4503537                 南海  4   190
## 814     https://udn.com/news/story/7331/4530327                 大陸  4   218
## 815     https://udn.com/news/story/7331/4530327                 中國  4   218
## 816     https://udn.com/news/story/7331/4530327                 表示  4   218
## 817     https://udn.com/news/story/7331/4530327                 美方  4   218
## 818     https://udn.com/news/story/7331/4530327                 報導  4   218
## 819     https://udn.com/news/story/7331/4530327                 越南  4   218
## 820     https://udn.com/news/story/7331/4530327             新冠肺炎  4   218
## 821     https://udn.com/news/story/7331/4557178                 台灣  4   148
## 822     https://udn.com/news/story/7331/4557178                 南海  4   148
## 823     https://udn.com/news/story/7331/4557178                 報導  4   148
## 824     https://udn.com/news/story/7331/4605008                 表示  4   268
## 825     https://udn.com/news/story/7331/4605008             消息人士  4   268
## 826     https://udn.com/news/story/7331/4681864                 海上  4   231
## 827     https://udn.com/news/story/7331/4681864                 海域  4   231
## 828     https://udn.com/news/story/7331/4681864                 演習  4   231
## 829     https://udn.com/news/story/7331/4697199                 挑釁  4   274
## 830     https://udn.com/news/story/7331/4697199                 進行  4   274
## 831     https://udn.com/news/story/7331/4699962                 使館  4   129
## 832     https://udn.com/news/story/7331/4699962                 和平  4   129
## 833     https://udn.com/news/story/7331/4699962                 穩定  4   129
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## 835     https://udn.com/news/story/7331/4702018                 美方  4   181
## 836     https://udn.com/news/story/7331/4703971                 飛行  4   200
## 837     https://udn.com/news/story/7331/4703971                 飛機  4   200
## 838     https://udn.com/news/story/7331/4703971                 偵察  4   200
## 839     https://udn.com/news/story/7331/4703971                 監視  4   200
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## 843     https://udn.com/news/story/7331/4704552                 維護  4   216
## 844     https://udn.com/news/story/7331/4713477                 美軍  4   266
## 845     https://udn.com/news/story/7331/4713477                 軍事  4   266
## 846     https://udn.com/news/story/7331/4713477                 演習  4   266
## 847     https://udn.com/news/story/7331/4713477                 衛星  4   266
## 848     https://udn.com/news/story/7331/4713478                 公司  4   208
## 849     https://udn.com/news/story/7331/4713478               史達偉  4   208
## 850     https://udn.com/news/story/7331/4713478                 南海  4   208
## 851     https://udn.com/news/story/7331/4713478                 國企  4   208
## 852     https://udn.com/news/story/7331/4713478                 國家  4   208
## 853     https://udn.com/news/story/7331/4713478                 報導  4   208
## 854     https://udn.com/news/story/7331/4713855                 相關  4   189
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## 856     https://udn.com/news/story/7331/4724139               巡邏機  4   214
## 857     https://udn.com/news/story/7331/4724139                 海上  4   214
## 858     https://udn.com/news/story/7331/4724139               偵察機  4   214
## 859     https://udn.com/news/story/7331/4727917                 進入  4   142
## 860     https://udn.com/news/story/7331/4731672                 軍機  4   186
## 861     https://udn.com/news/story/7331/4731750               反潛機  4   279
## 862     https://udn.com/news/story/7331/4731750                 海洋  4   279
## 863     https://udn.com/news/story/7331/4731750                 聲明  4   279
## 864     https://udn.com/news/story/7331/4737312               汪文斌  4   291
## 865     https://udn.com/news/story/7331/4737312                 國家  4   291
## 866     https://udn.com/news/story/7331/4742714                 上空  4   396
## 867     https://udn.com/news/story/7331/4742714                 大陸  4   396
## 868     https://udn.com/news/story/7331/4742714               巡邏機  4   396
## 869     https://udn.com/news/story/7331/4742714                 美軍  4   396
## 870     https://udn.com/news/story/7331/4742714                 進入  4   396
## 871     https://udn.com/news/story/7331/4751677                 平台  4   138
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## 873     https://udn.com/news/story/7331/4785688                 香港  4   121
## 874     https://udn.com/news/story/7331/4803877                 活動  4   157
## 875     https://udn.com/news/story/7331/4803877               海事局  4   157
## 876     https://udn.com/news/story/7331/4813671                 南海  4   140
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## 878     https://udn.com/news/story/7331/4816369                 力量  4   253
## 879     https://udn.com/news/story/7331/4816369                 美方  4   253
## 880     https://udn.com/news/story/7331/4816369                 美國  4   253
## 881     https://udn.com/news/story/7331/4816369                 軍事  4   253
## 882     https://udn.com/news/story/7331/4816369                 海空  4   253
## 883     https://udn.com/news/story/7331/4817559                 大陸  4    97
## 884     https://udn.com/news/story/7331/4832251                 地區  4   233
## 885     https://udn.com/news/story/7331/4832251                 照輝  4   233
## 886     https://udn.com/news/story/7331/4832768                 中國  4   111
## 887     https://udn.com/news/story/7331/4832768                 戰略  4   111
## 888     https://udn.com/news/story/7331/4834648                 大陸  4   349
## 889     https://udn.com/news/story/7331/4834648                 平台  4   349
## 890     https://udn.com/news/story/7331/4834648                 表示  4   349
## 891     https://udn.com/news/story/7331/4834648                 計劃  4   349
## 892     https://udn.com/news/story/7331/4834648                 進入  4   349
## 893     https://udn.com/news/story/7331/4834648                 感知  4   349
## 894     https://udn.com/news/story/7331/4834648                 態勢  4   349
## 895     https://udn.com/news/story/7331/4834648                 戰略  4   349
## 896     https://udn.com/news/story/7331/4849422                 王毅  4   272
## 897     https://udn.com/news/story/7331/4849422                 政治  4   272
## 898     https://udn.com/news/story/7331/4849422                 軍事  4   272
## 899     https://udn.com/news/story/7331/4899934                 公尺  4   164
## 900     https://udn.com/news/story/7331/4899934                 南海  4   164
## 901     https://udn.com/news/story/7331/4922504                 中國  4   262
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## 903     https://udn.com/news/story/7331/4922504                 相遇  4   262
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## 905     https://udn.com/news/story/7331/5039328                 工委  4   198
## 906     https://udn.com/news/story/7331/5039328                 出任  4   198
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## 912     https://udn.com/news/story/7331/5285610                 自由  4   128
## 913     https://udn.com/news/story/7331/5285610                 表示  4   128
## 914     https://udn.com/news/story/7331/5285610                 航行  4   128
## 915     https://udn.com/news/story/7331/5285610                 國家  4   128
## 916     https://udn.com/news/story/7331/5287493                 不要  4   428
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## 924     https://udn.com/news/story/7331/5287493                 關係  4   428
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## 926     https://udn.com/news/story/7331/5301066                 台灣  4   270
## 927     https://udn.com/news/story/7331/5301066                 合作  4   270
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## 929     https://udn.com/news/story/7331/5301066                 問題  4   270
## 930     https://udn.com/news/story/7331/5301066                 議題  4   270
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## 932     https://udn.com/news/story/7331/5359369             卡爾加里  4   121
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## 934     https://udn.com/news/story/7331/5365152                 計畫  4   217
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## 936     https://udn.com/news/story/7331/5365152               斯廷號  4   217
## 937     https://udn.com/news/story/7331/5365152                 感知  4   217
## 938     https://udn.com/news/story/7331/5365152                 態勢  4   217
## 939     https://udn.com/news/story/7331/5365152                 戰略  4   217
## 940     https://udn.com/news/story/7331/5365152               羅斯福  4   217
## 941     https://udn.com/news/story/7331/5388998                 共軍  4   126
## 942     https://udn.com/news/story/7331/5388998                 南海  4   126
## 943     https://udn.com/news/story/7331/5388998                 訓練  4   126
## 944     https://udn.com/news/story/7331/5388998             實彈射擊  4   126
## 945     https://udn.com/news/story/7331/5388998                 演習  4   126
## 946     https://udn.com/news/story/7331/5393116                 南海  4   100
## 947     https://udn.com/news/story/7331/5393116               偵察機  4   100
## 948     https://udn.com/news/story/7331/5393116                 進行  4   100
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## 950     https://udn.com/news/story/7331/5401625                 大陸  4   202
## 951     https://udn.com/news/story/7331/5401625                 合作  4   202
## 952     https://udn.com/news/story/7331/5401625                 國家  4   202
## 953     https://udn.com/news/story/7332/4388480                 工作  4   184
## 954     https://udn.com/news/story/7332/4388480                 進行  4   184
## 955     https://udn.com/news/story/7332/4591030                 武漢  4   126
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## 958     https://udn.com/news/story/7332/4876640                 南海  4   280
## 959     https://udn.com/news/story/7332/4876640                 海上  4   280
## 960     https://udn.com/news/story/7332/4876640                 報導  4   280
## 961     https://udn.com/news/story/7333/4704558                 地區  4   145
## 962     https://udn.com/news/story/7333/4704558               華春瑩  4   145
## 963     https://udn.com/news/story/7333/4813542                 地區  4    97
## 964     https://udn.com/news/story/7333/5401465                 大陸  4   154
## 965     https://udn.com/news/story/7333/5401465                 政治  4   154
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## 967   https://udn.com/news/story/120675/4281503                 中國  3   264
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## 973   https://udn.com/news/story/120675/4281503                 醫療  3   264
## 974   https://udn.com/news/story/120675/4281503                 爆發  3   264
## 975   https://udn.com/news/story/121687/5199268                 目標  3   257
## 976   https://udn.com/news/story/121687/5199268                 軍事  3   257
## 977   https://udn.com/news/story/121687/5199268                 海域  3   257
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## 979   https://udn.com/news/story/121687/5199268                 演練  3   257
## 980   https://udn.com/news/story/121687/5199268                 練兵  3   257
## 981   https://udn.com/news/story/121687/5199268                 衛星  3   257
## 982   https://udn.com/news/story/121687/5212213                 外交  3   295
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## 984   https://udn.com/news/story/121687/5212213                 強調  3   295
## 985   https://udn.com/news/story/121687/5212213                 範圍  3   295
## 986   https://udn.com/news/story/121687/5212213                 談到  3   295
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## 988   https://udn.com/news/story/121687/5215820               分析家  3   503
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## 991   https://udn.com/news/story/121687/5215820                 承諾  3   503
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## 995   https://udn.com/news/story/121687/5215820                 國家  3   503
## 996   https://udn.com/news/story/121687/5215820                 這類  3   503
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## 1000  https://udn.com/news/story/121687/5215820                 說法  3   503
## 1001  https://udn.com/news/story/121687/5215820                 衝突  3   503
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## 1004  https://udn.com/news/story/122051/5368627                 之間  3   239
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## 1007  https://udn.com/news/story/122051/5368627                 兩國  3   239
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## 1016  https://udn.com/news/story/122051/5369962                 表示  3   261
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## 1021   https://udn.com/news/story/12586/4730402                 不會  3   375
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## 1025   https://udn.com/news/story/12586/4730402                 報導  3   375
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## 1087    https://udn.com/news/story/6809/4503516                 報導  3   127
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## 1212    https://udn.com/news/story/6809/4724267                 廣東  3   192
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## 1246    https://udn.com/news/story/6809/4812688                 大陸  3   130
## 1247    https://udn.com/news/story/6809/4812688                 軍方  3   130
## 1248    https://udn.com/news/story/6809/4813050                 中國  3   100
## 1249    https://udn.com/news/story/6809/4813538                 文化  3   268
## 1250    https://udn.com/news/story/6809/4813538                 所有  3   268
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## 1252    https://udn.com/news/story/6809/4813538                 政治  3   268
## 1253    https://udn.com/news/story/6809/4813538                 售出  3   268
## 1254    https://udn.com/news/story/6809/4813538                 國家  3   268
## 1255    https://udn.com/news/story/6809/4813538                 這款  3   268
## 1256    https://udn.com/news/story/6809/4813538                 劃歸  3   268
## 1257    https://udn.com/news/story/6809/4813538           維多利亞州  3   268
## 1258    https://udn.com/news/story/6809/4815509                 內閣  3   248
## 1259    https://udn.com/news/story/6809/4815509                 反對  3   248
## 1260    https://udn.com/news/story/6809/4815509                 日本  3   248
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## 1262    https://udn.com/news/story/6809/4815509                 加劇  3   248
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## 1267    https://udn.com/news/story/6809/4815509             和平解決  3   248
## 1268    https://udn.com/news/story/6809/4815509             官房長官  3   248
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## 1270    https://udn.com/news/story/6809/4815509                 紛爭  3   248
## 1271    https://udn.com/news/story/6809/4815509               記者會  3   248
## 1272    https://udn.com/news/story/6809/4815509                 強烈  3   248
## 1273    https://udn.com/news/story/6809/4815509                 情勢  3   248
## 1274    https://udn.com/news/story/6809/4815509                 陸辛  3   248
## 1275    https://udn.com/news/story/6809/4815509               發言人  3   248
## 1276    https://udn.com/news/story/6809/4815509                 準則  3   248
## 1277    https://udn.com/news/story/6809/4815509                 緊張  3   248
## 1278    https://udn.com/news/story/6809/4815509                 需要  3   248
## 1279    https://udn.com/news/story/6809/4815509               複雜化  3   248
## 1280    https://udn.com/news/story/6809/4815509             黎氏秋恆  3   248
## 1281    https://udn.com/news/story/6809/4815509                 聲明  3   248
## 1282    https://udn.com/news/story/6809/4817433                 中交  3   404
## 1283    https://udn.com/news/story/6809/4817433                 可能  3   404
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## 1285    https://udn.com/news/story/6809/4817433                 告訴  3   404
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## 1288    https://udn.com/news/story/6809/4817433               國務卿  3   404
## 1289    https://udn.com/news/story/6809/4817433                 彭博  3   404
## 1290    https://udn.com/news/story/6809/4817433                 發射  3   404
## 1291    https://udn.com/news/story/6809/4817433                 實施  3   404
## 1292    https://udn.com/news/story/6809/4817433               蓬佩奧  3   404
## 1293    https://udn.com/news/story/6809/4817433                 簽證  3   404
## 1294    https://udn.com/news/story/6809/4877676               一般性  3   191
## 1295    https://udn.com/news/story/6809/4877676                 內容  3   191
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## 1298    https://udn.com/news/story/6809/4877676             歐洲議會  3   191
## 1299    https://udn.com/news/story/6809/4877676                 辯論  3   191
## 1300    https://udn.com/news/story/6809/4891329                 南海  3    97
## 1301    https://udn.com/news/story/6809/4891329                 美軍  3    97
## 1302    https://udn.com/news/story/6809/4891329                 海浬  3    97
## 1303    https://udn.com/news/story/6809/4891329               偵察機  3    97
## 1304    https://udn.com/news/story/6809/4925039                 防衛  3   124
## 1305    https://udn.com/news/story/6809/4925039                 軍事  3   124
## 1306    https://udn.com/news/story/6809/4925039                 軍艦  3   124
## 1307    https://udn.com/news/story/6809/4933721                 印太  3   206
## 1308    https://udn.com/news/story/6809/4933721               自衛隊  3   206
## 1309    https://udn.com/news/story/6809/4933721                 指出  3   206
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## 1311    https://udn.com/news/story/6809/4933721               新聞稿  3   206
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## 1313    https://udn.com/news/story/6809/4933721                 穩定  3   206
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## 1316    https://udn.com/news/story/6809/4934837               大規模  3   298
## 1317    https://udn.com/news/story/6809/4934837               太平洋  3   298
## 1318    https://udn.com/news/story/6809/4934837                 出現  3   298
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## 1321    https://udn.com/news/story/6809/4934837                 美方  3   298
## 1322    https://udn.com/news/story/6809/4934837                 軍事  3   298
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## 1324    https://udn.com/news/story/6809/4934837                 發布  3   298
## 1325    https://udn.com/news/story/6809/4934837                 傷亡  3   298
## 1326    https://udn.com/news/story/6809/4934837                 演習  3   298
## 1327    https://udn.com/news/story/6809/4934837                 艦隊  3   298
## 1328    https://udn.com/news/story/6809/4939570               印度洋  3   203
## 1329    https://udn.com/news/story/6809/4939570                 指出  3   203
## 1330    https://udn.com/news/story/6809/4939570                 美軍  3   203
## 1331    https://udn.com/news/story/6809/4939570                 海上  3   203
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## 1333    https://udn.com/news/story/6809/4939570                 夥伴  3   203
## 1334    https://udn.com/news/story/6809/4939570                 演訓  3   203
## 1335    https://udn.com/news/story/6809/4939570                 演練  3   203
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## 1340    https://udn.com/news/story/6809/5063760                 南海  3   450
## 1341    https://udn.com/news/story/6809/5063760                 政治  3   450
## 1342    https://udn.com/news/story/6809/5063760                 面對  3   450
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## 1346    https://udn.com/news/story/6809/5063760                 進行  3   450
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## 1349    https://udn.com/news/story/6809/5123283                 出售  3   319
## 1350    https://udn.com/news/story/6809/5123283                 北京  3   319
## 1351    https://udn.com/news/story/6809/5123283                 目標  3   319
## 1352    https://udn.com/news/story/6809/5123283               阮春福  3   319
## 1353    https://udn.com/news/story/6809/5123283                 武器  3   319
## 1354    https://udn.com/news/story/6809/5123283                 指出  3   319
## 1355    https://udn.com/news/story/6809/5123283                 莫迪  3   319
## 1356    https://udn.com/news/story/6809/5123283                 增加  3   319
## 1357    https://udn.com/news/story/6809/5217307                 海軍  3    66
## 1358    https://udn.com/news/story/6809/5217399                 區域  3   102
## 1359    https://udn.com/news/story/6809/5225330                 反艦  3   260
## 1360    https://udn.com/news/story/6809/5225330                 判斷  3   260
## 1361    https://udn.com/news/story/6809/5225330                 航艦  3   260
## 1362    https://udn.com/news/story/6809/5225330                 訓練  3   260
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## 1364    https://udn.com/news/story/6809/5225330               無線電  3   260
## 1365    https://udn.com/news/story/6809/5225330                 發射  3   260
## 1366    https://udn.com/news/story/6809/5225330               轟炸機  3   260
## 1367    https://udn.com/news/story/6809/5255445                 大陸  3   211
## 1368    https://udn.com/news/story/6809/5255445                 中國  3   211
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## 1370    https://udn.com/news/story/6809/5255445                 所有  3   211
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## 1372    https://udn.com/news/story/6809/5255445                 海洋  3   211
## 1373    https://udn.com/news/story/6809/5255445                 無害  3   211
## 1374    https://udn.com/news/story/6809/5255445                 越南  3   211
## 1375    https://udn.com/news/story/6809/5255445                 範圍  3   211
## 1376    https://udn.com/news/story/6809/5263091                 反對  3   376
## 1377    https://udn.com/news/story/6809/5263091                 日本  3   376
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## 1381    https://udn.com/news/story/6809/5263091             法律條文  3   376
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## 1386    https://udn.com/news/story/6809/5263091                 停止  3   376
## 1387    https://udn.com/news/story/6809/5263091                 國際  3   376
## 1388    https://udn.com/news/story/6809/5263091                 越南  3   376
## 1389    https://udn.com/news/story/6809/5263091                 經濟  3   376
## 1390    https://udn.com/news/story/6809/5263091                 實施  3   376
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## 1394    https://udn.com/news/story/6809/5352633               東南亞  3   205
## 1395    https://udn.com/news/story/6809/5352633                 南海  3   205
## 1396    https://udn.com/news/story/6809/5352633                 海上  3   205
## 1397    https://udn.com/news/story/6809/5352633                 認為  3   205
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## 1399    https://udn.com/news/story/6809/5365698                 牛軛  3   186
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## 1403    https://udn.com/news/story/6809/5365698                 擁有  3   186
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## 1405    https://udn.com/news/story/6809/5365698                 聲稱  3   186
## 1406    https://udn.com/news/story/6809/5367370                 牛軛  3   239
## 1407    https://udn.com/news/story/6809/5367370                 有效  3   239
## 1408    https://udn.com/news/story/6809/5367370                 爭議  3   239
## 1409    https://udn.com/news/story/6809/5367370                 實現  3   239
## 1410    https://udn.com/news/story/6809/5369418                 附近  3   222
## 1411    https://udn.com/news/story/6809/5369418                 南沙  3   222
## 1412    https://udn.com/news/story/6809/5369418                 重要  3   222
## 1413    https://udn.com/news/story/6809/5369418                 海上  3   222
## 1414    https://udn.com/news/story/6809/5369418                 停泊  3   222
## 1415    https://udn.com/news/story/6809/5369418                 裁決  3   222
## 1416    https://udn.com/news/story/6809/5369418                 群島  3   222
## 1417    https://udn.com/news/story/6809/5369418                 避風  3   222
## 1418    https://udn.com/news/story/6809/5370058                 北京  3   211
## 1419    https://udn.com/news/story/6809/5370058                 外交  3   211
## 1420    https://udn.com/news/story/6809/5370058                 回應  3   211
## 1421    https://udn.com/news/story/6809/5370058                 表示  3   211
## 1422    https://udn.com/news/story/6809/5370058                 南海  3   211
## 1423    https://udn.com/news/story/6809/5370058                 疫情  3   211
## 1424    https://udn.com/news/story/6809/5370058                 船隻  3   211
## 1425    https://udn.com/news/story/6809/5370058                 菲國  3   211
## 1426    https://udn.com/news/story/6809/5376403               司令部  3   312
## 1427    https://udn.com/news/story/6809/5376403                 表示  3   312
## 1428    https://udn.com/news/story/6809/5376403             梅金島號  3   312
## 1429    https://udn.com/news/story/6809/5376403                 第三  3   312
## 1430    https://udn.com/news/story/6809/5376403                 第五  3   312
## 1431    https://udn.com/news/story/6809/5376403                 部署  3   312
## 1432    https://udn.com/news/story/6809/5376403                 進入  3   312
## 1433    https://udn.com/news/story/6809/5376403                 進行  3   312
## 1434    https://udn.com/news/story/6809/5376403                 戰力  3   312
## 1435    https://udn.com/news/story/6809/5376403                 顯示  3   312
## 1436    https://udn.com/news/story/6809/5381036               肩並肩  3   206
## 1437    https://udn.com/news/story/6809/5381036                 表示  3   206
## 1438    https://udn.com/news/story/6809/5381036                 恢復  3   206
## 1439    https://udn.com/news/story/6809/5381036                 美菲  3   206
## 1440    https://udn.com/news/story/6809/5381036                 國防  3   206
## 1441    https://udn.com/news/story/6809/5381036               奧斯汀  3   206
## 1442    https://udn.com/news/story/6809/5400212                 主權  3   168
## 1443    https://udn.com/news/story/6809/5400212               杜特蒂  3   168
## 1444    https://udn.com/news/story/6809/5400212             杜特蒂說  3   168
## 1445    https://udn.com/news/story/6809/5400212                 流血  3   168
## 1446    https://udn.com/news/story/6809/5400212                 軍艦  3   168
## 1447    https://udn.com/news/story/6809/5400212                 會派  3   168
## 1448    https://udn.com/news/story/6809/5400212                 過去  3   168
## 1449    https://udn.com/news/story/6809/5400212                 認為  3   168
## 1450    https://udn.com/news/story/6809/5400212                 鑽油  3   168
## 1451    https://udn.com/news/story/6811/4675655                 各方  3   142
## 1452    https://udn.com/news/story/6811/4675655                 此次  3   142
## 1453    https://udn.com/news/story/6811/4675655                 爭端  3   142
## 1454    https://udn.com/news/story/6811/4675655                 表示  3   142
## 1455    https://udn.com/news/story/6811/4675655               國防部  3   142
## 1456    https://udn.com/news/story/6811/4675655                 穩定  3   142
## 1457    https://udn.com/news/story/6811/4812524                 人士  3   266
## 1458    https://udn.com/news/story/6811/4812524                 今天  3   266
## 1459    https://udn.com/news/story/6811/4812524                 反對  3   266
## 1460    https://udn.com/news/story/6811/4812524                 主權  3   266
## 1461    https://udn.com/news/story/6811/4812524                 北京  3   266
## 1462    https://udn.com/news/story/6811/4812524                 行徑  3   266
## 1463    https://udn.com/news/story/6811/4812524                 爭議  3   266
## 1464    https://udn.com/news/story/6811/4812524               航道局  3   266
## 1465    https://udn.com/news/story/6811/4812524                 強調  3   266
## 1466    https://udn.com/news/story/6811/4812524               蓬佩奧  3   266
## 1467    https://udn.com/news/story/6811/4812588               研究所  3   162
## 1468    https://udn.com/news/story/6811/4812588                 科技  3   162
## 1469    https://udn.com/news/story/6811/4812588               航道局  3   162
## 1470    https://udn.com/news/story/6811/4812588                 清單  3   162
## 1471    https://udn.com/news/story/6811/4812588             電子科技  3   162
## 1472    https://udn.com/news/story/6813/4542826                 南海  3   202
## 1473    https://udn.com/news/story/6813/4542826                 調查  3   202
## 1474    https://udn.com/news/story/6813/4542826                 證據  3   202
## 1475    https://udn.com/news/story/6813/4693835                 中國  3   111
## 1476    https://udn.com/news/story/6813/4720296                 台灣  3   133
## 1477    https://udn.com/news/story/6813/4720296                 南海  3   133
## 1478    https://udn.com/news/story/6813/4720296                 強化  3   133
## 1479    https://udn.com/news/story/6813/5002062                 中心  3   258
## 1480    https://udn.com/news/story/6813/5002062                 外界  3   258
## 1481    https://udn.com/news/story/6813/5002062                 表示  3   258
## 1482    https://udn.com/news/story/6813/5002062                 南海  3   258
## 1483    https://udn.com/news/story/6813/5002062                 情勢  3   258
## 1484    https://udn.com/news/story/6813/5002062                 擔任  3   258
## 1485    https://udn.com/news/story/6813/5002062                 總統  3   258
## 1486    https://udn.com/news/story/6813/5200106                 台灣  3   162
## 1487    https://udn.com/news/story/6813/5200106                 自由  3   162
## 1488    https://udn.com/news/story/6813/5200106                 表示  3   162
## 1489    https://udn.com/news/story/6813/5200106                 促進  3   162
## 1490    https://udn.com/news/story/6813/5200106                 南海  3   162
## 1491    https://udn.com/news/story/6813/5200106                 美軍  3   162
## 1492    https://udn.com/news/story/6813/5200106                 航行  3   162
## 1493    https://udn.com/news/story/6813/5244746                 附近  3   166
## 1494    https://udn.com/news/story/6813/5244746                 展開  3   166
## 1495    https://udn.com/news/story/6813/5244746                 海軍  3   166
## 1496    https://udn.com/news/story/6813/5244746             航空母艦  3   166
## 1497    https://udn.com/news/story/6813/5244746                 控制  3   166
## 1498    https://udn.com/news/story/7331/4308946                 中共  3    73
## 1499    https://udn.com/news/story/7331/4308946               解放軍  3    73
## 1500    https://udn.com/news/story/7331/4414231                 台灣  3   186
## 1501    https://udn.com/news/story/7331/4414231                 航行  3   186
## 1502    https://udn.com/news/story/7331/4414231                 起飛  3   186
## 1503    https://udn.com/news/story/7331/4414231                 專題  3   186
## 1504    https://udn.com/news/story/7331/4414231                 推特  3   186
## 1505    https://udn.com/news/story/7331/4414231                 演習  3   186
## 1506    https://udn.com/news/story/7331/4414231                 戰機  3   186
## 1507    https://udn.com/news/story/7331/4488979                 中共  3   221
## 1508    https://udn.com/news/story/7331/4488979                 中國  3   221
## 1509    https://udn.com/news/story/7331/4488979             巴士海峽  3   221
## 1510    https://udn.com/news/story/7331/4488979                 疫情  3   221
## 1511    https://udn.com/news/story/7331/4503537                 一批  3   190
## 1512    https://udn.com/news/story/7331/4503537               民政部  3   190
## 1513    https://udn.com/news/story/7331/4503537                 名稱  3   190
## 1514    https://udn.com/news/story/7331/4503537                 沙市  3   190
## 1515    https://udn.com/news/story/7331/4503537                 釣魚  3   190
## 1516    https://udn.com/news/story/7331/4503537                 轄下  3   190
## 1517    https://udn.com/news/story/7331/4530327                 地區  3   218
## 1518    https://udn.com/news/story/7331/4530327                 抗疫  3   218
## 1519    https://udn.com/news/story/7331/4530327                 社會  3   218
## 1520    https://udn.com/news/story/7331/4530327                 美國  3   218
## 1521    https://udn.com/news/story/7331/4557178                 美國  3   148
## 1522    https://udn.com/news/story/7331/4557178                 演習  3   148
## 1523    https://udn.com/news/story/7331/4605008                 可能  3   268
## 1524    https://udn.com/news/story/7331/4605008               東南亞  3   268
## 1525    https://udn.com/news/story/7331/4605008             南華早報  3   268
## 1526    https://udn.com/news/story/7331/4605008                 時機  3   268
## 1527    https://udn.com/news/story/7331/4605008                 能力  3   268
## 1528    https://udn.com/news/story/7331/4605008                 國家  3   268
## 1529    https://udn.com/news/story/7331/4605008                 規劃  3   268
## 1530    https://udn.com/news/story/7331/4605008                 對外  3   268
## 1531    https://udn.com/news/story/7331/4681864                 力量  3   231
## 1532    https://udn.com/news/story/7331/4681864                 王亞  3   231
## 1533    https://udn.com/news/story/7331/4681864                 作戰  3   231
## 1534    https://udn.com/news/story/7331/4681864                 武力  3   231
## 1535    https://udn.com/news/story/7331/4681864                 重返  3   231
## 1536    https://udn.com/news/story/7331/4681864                 航艦  3   231
## 1537    https://udn.com/news/story/7331/4681864                 基地  3   231
## 1538    https://udn.com/news/story/7331/4681864                 部署  3   231
## 1539    https://udn.com/news/story/7331/4697199                 西沙  3   274
## 1540    https://udn.com/news/story/7331/4697199                 注定  3   274
## 1541    https://udn.com/news/story/7331/4697199                 軍隊  3   274
## 1542    https://udn.com/news/story/7331/4697199             徒勞無功  3   274
## 1543    https://udn.com/news/story/7331/4697199                 破壞  3   274
## 1544    https://udn.com/news/story/7331/4697199                 強調  3   274
## 1545    https://udn.com/news/story/7331/4697199                 群島  3   274
## 1546    https://udn.com/news/story/7331/4697199                 演習  3   274
## 1547    https://udn.com/news/story/7331/4697199                 導致  3   274
## 1548    https://udn.com/news/story/7331/4699962                 表示  3   129
## 1549    https://udn.com/news/story/7331/4699962                 美方  3   129
## 1550    https://udn.com/news/story/7331/4699962                 問題  3   129
## 1551    https://udn.com/news/story/7331/4699962                 國家  3   129
## 1552    https://udn.com/news/story/7331/4699962               發言人  3   129
## 1553    https://udn.com/news/story/7331/4699962                 駐美  3   129
## 1554    https://udn.com/news/story/7331/4702018                 堅決  3   181
## 1555    https://udn.com/news/story/7331/4702018                 聲明  3   181
## 1556    https://udn.com/news/story/7331/4703971                 大陸  3   200
## 1557    https://udn.com/news/story/7331/4703971                 目標  3   200
## 1558    https://udn.com/news/story/7331/4703971                 地面  3   200
## 1559    https://udn.com/news/story/7331/4703971                 系統  3   200
## 1560    https://udn.com/news/story/7331/4703971                 派出  3   200
## 1561    https://udn.com/news/story/7331/4703971                 進入  3   200
## 1562    https://udn.com/news/story/7331/4703971                 進行  3   200
## 1563    https://udn.com/news/story/7331/4703971                 雷達  3   200
## 1564    https://udn.com/news/story/7331/4703971               廣東省  3   200
## 1565    https://udn.com/news/story/7331/4703971               環球網  3   200
## 1566    https://udn.com/news/story/7331/4704552                 表示  3   216
## 1567    https://udn.com/news/story/7331/4704552                 問題  3   216
## 1568    https://udn.com/news/story/7331/4704552                 穩定  3   216
## 1569    https://udn.com/news/story/7331/4713477                 中美  3   266
## 1570    https://udn.com/news/story/7331/4713477                 包括  3   266
## 1571    https://udn.com/news/story/7331/4713477                 至少  3   266
## 1572    https://udn.com/news/story/7331/4713477                 重型  3   266
## 1573    https://udn.com/news/story/7331/4713477                 展開  3   266
## 1574    https://udn.com/news/story/7331/4713477                 機場  3   266
## 1575    https://udn.com/news/story/7331/4713478               中交建  3   208
## 1576    https://udn.com/news/story/7331/4713855                 分析  3   189
## 1577    https://udn.com/news/story/7331/4713855                 可能  3   189
## 1578    https://udn.com/news/story/7331/4713855                 軍事  3   189
## 1579    https://udn.com/news/story/7331/4724139                 上空  3   214
## 1580    https://udn.com/news/story/7331/4724139                 大陸  3   214
## 1581    https://udn.com/news/story/7331/4724139                 出現  3   214
## 1582    https://udn.com/news/story/7331/4724139                 計畫  3   214
## 1583    https://udn.com/news/story/7331/4724139                 軍事  3   214
## 1584    https://udn.com/news/story/7331/4724139                 陸軍  3   214
## 1585    https://udn.com/news/story/7331/4724139                 進入  3   214
## 1586    https://udn.com/news/story/7331/4724139                 進行  3   214
## 1587    https://udn.com/news/story/7331/4724139                 黃海  3   214
## 1588    https://udn.com/news/story/7331/4724139                 感知  3   214
## 1589    https://udn.com/news/story/7331/4724139                 態勢  3   214
## 1590    https://udn.com/news/story/7331/4724139                 戰略  3   214
## 1591    https://udn.com/news/story/7331/4727917                 公告  3   142
## 1592    https://udn.com/news/story/7331/4727917                 出海  3   142
## 1593    https://udn.com/news/story/7331/4727917                 當天  3   142
## 1594    https://udn.com/news/story/7331/4727917             雷州半島  3   142
## 1595    https://udn.com/news/story/7331/4731672                 沿海  3   186
## 1596    https://udn.com/news/story/7331/4731672                 表示  3   186
## 1597    https://udn.com/news/story/7331/4731672                 海里  3   186
## 1598    https://udn.com/news/story/7331/4731672                 進入  3   186
## 1599    https://udn.com/news/story/7331/4731750                 一架  3   279
## 1600    https://udn.com/news/story/7331/4731750                 公約  3   279
## 1601    https://udn.com/news/story/7331/4731750                 主張  3   279
## 1602    https://udn.com/news/story/7331/4731750               加油機  3   279
## 1603    https://udn.com/news/story/7331/4731750                 平台  3   279
## 1604    https://udn.com/news/story/7331/4731750                 打靶  3   279
## 1605    https://udn.com/news/story/7331/4731750                 並稱  3   279
## 1606    https://udn.com/news/story/7331/4731750                 承認  3   279
## 1607    https://udn.com/news/story/7331/4731750                 挑釁  3   279
## 1608    https://udn.com/news/story/7331/4731750                 飛往  3   279
## 1609    https://udn.com/news/story/7331/4731750                 國家  3   279
## 1610    https://udn.com/news/story/7331/4731750                 基線  3   279
## 1611    https://udn.com/news/story/7331/4731750                 報導  3   279
## 1612    https://udn.com/news/story/7331/4731750                 提交  3   279
## 1613    https://udn.com/news/story/7331/4731750                 實彈  3   279
## 1614    https://udn.com/news/story/7331/4737312                 地區  3   291
## 1615    https://udn.com/news/story/7331/4737312                 行為  3   291
## 1616    https://udn.com/news/story/7331/4737312                 東協  3   291
## 1617    https://udn.com/news/story/7331/4737312                 美方  3   291
## 1618    https://udn.com/news/story/7331/4737312                 龐培  3   291
## 1619    https://udn.com/news/story/7331/4742714                 三重  3   396
## 1620    https://udn.com/news/story/7331/4742714                 川普  3   396
## 1621    https://udn.com/news/story/7331/4742714                 中方  3   396
## 1622    https://udn.com/news/story/7331/4742714                 打壓  3   396
## 1623    https://udn.com/news/story/7331/4742714                 企圖  3   396
## 1624    https://udn.com/news/story/7331/4742714                 危機  3   396
## 1625    https://udn.com/news/story/7331/4742714                 多次  3   396
## 1626    https://udn.com/news/story/7331/4742714                 行為  3   396
## 1627    https://udn.com/news/story/7331/4742714               汪文斌  3   396
## 1628    https://udn.com/news/story/7331/4742714                 指出  3   396
## 1629    https://udn.com/news/story/7331/4742714                 政府  3   396
## 1630    https://udn.com/news/story/7331/4742714                 海上  3   396
## 1631    https://udn.com/news/story/7331/4742714                 偵察  3   396
## 1632    https://udn.com/news/story/7331/4742714               陶文釗  3   396
## 1633    https://udn.com/news/story/7331/4742714                 報導  3   396
## 1634    https://udn.com/news/story/7331/4742714                 距離  3   396
## 1635    https://udn.com/news/story/7331/4742714                 穩定  3   396
## 1636    https://udn.com/news/story/7331/4785688                 大陸  3   121
## 1637    https://udn.com/news/story/7331/4785688                 央視  3   121
## 1638    https://udn.com/news/story/7331/4785688                 制裁  3   121
## 1639    https://udn.com/news/story/7331/4785688                 南海  3   121
## 1640    https://udn.com/news/story/7331/4803877                 南海  3   157
## 1641    https://udn.com/news/story/7331/4803877                 軍演  3   157
## 1642    https://udn.com/news/story/7331/4803877                 時至  3   157
## 1643    https://udn.com/news/story/7331/4803877                 渤海  3   157
## 1644    https://udn.com/news/story/7331/4803877             實彈射擊  3   157
## 1645    https://udn.com/news/story/7331/4813671                 中共  3   140
## 1646    https://udn.com/news/story/7331/4813671                 海域  3   140
## 1647    https://udn.com/news/story/7331/4813671             消息人士  3   140
## 1648    https://udn.com/news/story/7331/4813671                 航母  3   140
## 1649    https://udn.com/news/story/7331/4813671                 發射  3   140
## 1650    https://udn.com/news/story/7331/4813671               解放軍  3   140
## 1651    https://udn.com/news/story/7331/4813671                 試射  3   140
## 1652    https://udn.com/news/story/7331/4813671                 關島  3   140
## 1653    https://udn.com/news/story/7331/4814984                 中方  3    91
## 1654    https://udn.com/news/story/7331/4814984                 本國  3    91
## 1655    https://udn.com/news/story/7331/4814984                 南海  3    91
## 1656    https://udn.com/news/story/7331/4816369                 行動  3   253
## 1657    https://udn.com/news/story/7331/4816369                 底線  3   253
## 1658    https://udn.com/news/story/7331/4816369                 保持  3   253
## 1659    https://udn.com/news/story/7331/4816369               解放軍  3   253
## 1660    https://udn.com/news/story/7331/4816369                 導彈  3   253
## 1661    https://udn.com/news/story/7331/4817559                 立堅  3    97
## 1662    https://udn.com/news/story/7331/4817559                 和平  3    97
## 1663    https://udn.com/news/story/7331/4817559                 表示  3    97
## 1664    https://udn.com/news/story/7331/4817559                 美國  3    97
## 1665    https://udn.com/news/story/7331/4832251                 問題  3   233
## 1666    https://udn.com/news/story/7331/4832768                 王毅  3   111
## 1667    https://udn.com/news/story/7331/4832768                 地區  3   111
## 1668    https://udn.com/news/story/7331/4832768                 穩定  3   111
## 1669    https://udn.com/news/story/7331/4834648                 上午  3   349
## 1670    https://udn.com/news/story/7331/4834648                 不顧  3   349
## 1671    https://udn.com/news/story/7331/4834648                 信號  3   349
## 1672    https://udn.com/news/story/7331/4834648                 美方  3   349
## 1673    https://udn.com/news/story/7331/4834648                 軍機  3   349
## 1674    https://udn.com/news/story/7331/4834648                 採用  3   349
## 1675    https://udn.com/news/story/7331/4834648                 掩護  3   349
## 1676    https://udn.com/news/story/7331/4849422                 不是  3   272
## 1677    https://udn.com/news/story/7331/4849422                 不斷  3   272
## 1678    https://udn.com/news/story/7331/4849422                 正在  3   272
## 1679    https://udn.com/news/story/7331/4849422                 爭議  3   272
## 1680    https://udn.com/news/story/7331/4849422                 最大  3   272
## 1681    https://udn.com/news/story/7331/4849422                 戰略  3   272
## 1682    https://udn.com/news/story/7331/4866729                 一架  3   103
## 1683    https://udn.com/news/story/7331/4866729                 平台  3   103
## 1684    https://udn.com/news/story/7331/4866729                 空地  3   103
## 1685    https://udn.com/news/story/7331/4866729                 美軍  3   103
## 1686    https://udn.com/news/story/7331/4866729                 計畫  3   103
## 1687    https://udn.com/news/story/7331/4866729                 感知  3   103
## 1688    https://udn.com/news/story/7331/4866729                 態勢  3   103
## 1689    https://udn.com/news/story/7331/4866729                 監視  3   103
## 1690    https://udn.com/news/story/7331/4866729                 戰略  3   103
## 1691    https://udn.com/news/story/7331/4883732                 前往  3   121
## 1692    https://udn.com/news/story/7331/4883732                 時許  3   121
## 1693    https://udn.com/news/story/7331/4895326                 各類  3   232
## 1694    https://udn.com/news/story/7331/4895326                 地區  3   232
## 1695    https://udn.com/news/story/7331/4895326                 服務  3   232
## 1696    https://udn.com/news/story/7331/4895326                 南沙  3   232
## 1697    https://udn.com/news/story/7331/4895326                 國家  3   232
## 1698    https://udn.com/news/story/7331/4895326                 國際  3   232
## 1699    https://udn.com/news/story/7331/4895326                 部署  3   232
## 1700    https://udn.com/news/story/7331/4895326                 最大  3   232
## 1701    https://udn.com/news/story/7331/4895326                 開展  3   232
## 1702    https://udn.com/news/story/7331/4895326                 維護  3   232
## 1703    https://udn.com/news/story/7331/4899934                 一艘  3   164
## 1704    https://udn.com/news/story/7331/4899934                 下水  3   164
## 1705    https://udn.com/news/story/7331/4899934                 巡航  3   164
## 1706    https://udn.com/news/story/7331/4899934                 能力  3   164
## 1707    https://udn.com/news/story/7331/4899934               排水量  3   164
## 1708    https://udn.com/news/story/7331/4899934                 報導  3   164
## 1709    https://udn.com/news/story/7331/4899934               萬噸級  3   164
## 1710    https://udn.com/news/story/7331/4899934                 廣東  3   164
## 1711    https://udn.com/news/story/7331/4922504                 大陸  3   262
## 1712    https://udn.com/news/story/7331/4922504                 安全  3   262
## 1713    https://udn.com/news/story/7331/4922504                 行為  3   262
## 1714    https://udn.com/news/story/7331/4922504                 表示  3   262
## 1715    https://udn.com/news/story/7331/4922504                 美方  3   262
## 1716    https://udn.com/news/story/7331/4922504                 海上  3   262
## 1717    https://udn.com/news/story/7331/4922504                 規則  3   262
## 1718    https://udn.com/news/story/7331/4926456                 王毅  3   128
## 1719    https://udn.com/news/story/7331/4926456                 問題  3   128
## 1720    https://udn.com/news/story/7331/5039328                 中央  3   198
## 1721    https://udn.com/news/story/7331/5039328                 中共  3   198
## 1722    https://udn.com/news/story/7331/5039328                 文章  3   198
## 1723    https://udn.com/news/story/7331/5039328                 南海  3   198
## 1724    https://udn.com/news/story/7331/5039328                 計劃  3   198
## 1725    https://udn.com/news/story/7331/5039328                 薛祥  3   198
## 1726    https://udn.com/news/story/7331/5220062                 心理  3    90
## 1727    https://udn.com/news/story/7331/5220062                 團隊  3    90
## 1728    https://udn.com/news/story/7331/5235138                 大陸  3    99
## 1729    https://udn.com/news/story/7331/5235138                 中國  3    99
## 1730    https://udn.com/news/story/7331/5235138               田軍里  3    99
## 1731    https://udn.com/news/story/7331/5235138                 和平  3    99
## 1732    https://udn.com/news/story/7331/5235138                 南海  3    99
## 1733    https://udn.com/news/story/7331/5235138                 南部  3    99
## 1734    https://udn.com/news/story/7331/5285610                 大陸  3   128
## 1735    https://udn.com/news/story/7331/5285610                 法國  3   128
## 1736    https://udn.com/news/story/7331/5287493                 方式  3   428
## 1737    https://udn.com/news/story/7331/5287493                 沒有  3   428
## 1738    https://udn.com/news/story/7331/5287493                 爭端  3   428
## 1739    https://udn.com/news/story/7331/5287493                 爭議  3   428
## 1740    https://udn.com/news/story/7331/5287493               高科技  3   428
## 1741    https://udn.com/news/story/7331/5287493                 做法  3   428
## 1742    https://udn.com/news/story/7331/5287493                 應該  3   428
## 1743    https://udn.com/news/story/7331/5294249                 主張  3   279
## 1744    https://udn.com/news/story/7331/5294249                 主權  3   279
## 1745    https://udn.com/news/story/7331/5294249                 法國  3   279
## 1746    https://udn.com/news/story/7331/5294249                 宣布  3   279
## 1747    https://udn.com/news/story/7331/5294249                 英國  3   279
## 1748    https://udn.com/news/story/7331/5294249                 配合  3   279
## 1749    https://udn.com/news/story/7331/5294249                 問題  3   279
## 1750    https://udn.com/news/story/7331/5294249                 國際  3   279
## 1751    https://udn.com/news/story/7331/5301066                 西方  3   270
## 1752    https://udn.com/news/story/7331/5301066                 制度  3   270
## 1753    https://udn.com/news/story/7331/5301066                 是否  3   270
## 1754    https://udn.com/news/story/7331/5301066                 記者  3   270
## 1755    https://udn.com/news/story/7331/5301066               記者會  3   270
## 1756    https://udn.com/news/story/7331/5301066                 新疆  3   270
## 1757    https://udn.com/news/story/7331/5301066                 穩定  3   270
## 1758    https://udn.com/news/story/7331/5309836                 軍事  3   100
## 1759    https://udn.com/news/story/7331/5309836                 訓練  3   100
## 1760    https://udn.com/news/story/7331/5309836                 範圍  3   100
## 1761    https://udn.com/news/story/7331/5358554                 島礁  3    86
## 1762    https://udn.com/news/story/7331/5359369                 表示  3   121
## 1763    https://udn.com/news/story/7331/5359369               國防部  3   121
## 1764    https://udn.com/news/story/7331/5359369                 報導  3   121
## 1765    https://udn.com/news/story/7331/5359369               護衛艦  3   121
## 1766    https://udn.com/news/story/7331/5359369               觀察者  3   121
## 1767    https://udn.com/news/story/7331/5365152                 台灣  3   217
## 1768    https://udn.com/news/story/7331/5365152                 打擊  3   217
## 1769    https://udn.com/news/story/7331/5365152                 近期  3   217
## 1770    https://udn.com/news/story/7331/5365152                 海域  3   217
## 1771    https://udn.com/news/story/7331/5365152                 智庫  3   217
## 1772    https://udn.com/news/story/7331/5365152                 進入  3   217
## 1773    https://udn.com/news/story/7331/5365152               驅逐艦  3   217
## 1774    https://udn.com/news/story/7331/5388998                 附近  3   126
## 1775    https://udn.com/news/story/7331/5388998             南海艦隊  3   126
## 1776    https://udn.com/news/story/7331/5388998                 持續  3   126
## 1777    https://udn.com/news/story/7331/5388998                 進行  3   126
## 1778    https://udn.com/news/story/7331/5388998                 廣東  3   126
## 1779    https://udn.com/news/story/7331/5393116                 左右  3   100
## 1780    https://udn.com/news/story/7331/5393116                 抵近  3   100
## 1781    https://udn.com/news/story/7331/5393116                 海域  3   100
## 1782    https://udn.com/news/story/7331/5393116                 群島  3   100
## 1783    https://udn.com/news/story/7331/5401625                 行為  3   202
## 1784    https://udn.com/news/story/7331/5401625                 吳士  3   202
## 1785    https://udn.com/news/story/7331/5401625                 應該  3   202
## 1786    https://udn.com/news/story/7331/5404677                 大陸  3   102
## 1787    https://udn.com/news/story/7331/5404677                 計畫  3   102
## 1788    https://udn.com/news/story/7331/5404677                 偵察  3   102
## 1789    https://udn.com/news/story/7331/5404677               偵察機  3   102
## 1790    https://udn.com/news/story/7331/5404677                 感知  3   102
## 1791    https://udn.com/news/story/7331/5404677                 態勢  3   102
## 1792    https://udn.com/news/story/7331/5404677                 戰略  3   102
## 1793    https://udn.com/news/story/7332/4388480                 一家  3   184
## 1794    https://udn.com/news/story/7332/4388480                 四口  3   184
## 1795    https://udn.com/news/story/7332/4591030                 表示  3   126
## 1796    https://udn.com/news/story/7332/4591030             冠狀病毒  3   126
## 1797    https://udn.com/news/story/7332/4591030                 樣本  3   126
## 1798    https://udn.com/news/story/7332/4876640               公眾號  3   280
## 1799    https://udn.com/news/story/7332/4876640                 石油  3   280
## 1800    https://udn.com/news/story/7332/4876640                 油氣  3   280
## 1801    https://udn.com/news/story/7332/4876640                 原油  3   280
## 1802    https://udn.com/news/story/7332/4876640                 海洋  3   280
## 1803    https://udn.com/news/story/7332/4876640                 產量  3   280
## 1804    https://udn.com/news/story/7332/4876640                 微信  3   280
## 1805    https://udn.com/news/story/7332/4876640                 模式  3   280
## 1806    https://udn.com/news/story/7333/4665178                 中共  3    77
## 1807    https://udn.com/news/story/7333/4665178                 海域  3    77
## 1808    https://udn.com/news/story/7333/4665178                 群島  3    77
## 1809    https://udn.com/news/story/7333/4704558                 制裁  3   145
## 1810    https://udn.com/news/story/7333/4704558                 表示  3   145
## 1811    https://udn.com/news/story/7333/4704558                 國家  3   145
## 1812    https://udn.com/news/story/7333/4704558                 穩定  3   145
## 1813    https://udn.com/news/story/7333/4813542                 中國  3    97
## 1814    https://udn.com/news/story/7333/4813542                 和平  3    97
## 1815    https://udn.com/news/story/7333/4813542                 穩定  3    97
## 1816    https://udn.com/news/story/7333/5401465               外交部  3   154
## 1817    https://udn.com/news/story/7333/5401465                 因素  3   154
## 1818    https://udn.com/news/story/7333/5401465                 地區  3   154
## 1819    https://udn.com/news/story/7333/5401465                 地緣  3   154
## 1820    https://udn.com/news/story/7333/5401465                 域外  3   154
## 1821    https://udn.com/news/story/7333/5401465                 勢力  3   154
## 1822  https://udn.com/news/story/120675/4281503                 入院  2   264
## 1823  https://udn.com/news/story/120675/4281503               大多數  2   264
## 1824  https://udn.com/news/story/120675/4281503                 以來  2   264
## 1825  https://udn.com/news/story/120675/4281503                 出院  2   264
## 1826  https://udn.com/news/story/120675/4281503                 出現  2   264
## 1827  https://udn.com/news/story/120675/4281503                 央視  2   264
## 1828  https://udn.com/news/story/120675/4281503             呼吸系統  2   264
## 1829  https://udn.com/news/story/120675/4281503                 官方  2   264
## 1830  https://udn.com/news/story/120675/4281503                 治療  2   264
## 1831  https://udn.com/news/story/120675/4281503             冠狀病毒  2   264
## 1832  https://udn.com/news/story/120675/4281503                 南海  2   264
## 1833  https://udn.com/news/story/120675/4281503               客戶端  2   264
## 1834  https://udn.com/news/story/120675/4281503                 建議  2   264
## 1835  https://udn.com/news/story/120675/4281503                 重症  2   264
## 1836  https://udn.com/news/story/120675/4281503                 風險  2   264
## 1837  https://udn.com/news/story/120675/4281503               病毒性  2   264
## 1838  https://udn.com/news/story/120675/4281503                 患病  2   264
## 1839  https://udn.com/news/story/120675/4281503                 採取  2   264
## 1840  https://udn.com/news/story/120675/4281503                 感染  2   264
## 1841  https://udn.com/news/story/120675/4281503                 新型  2   264
## 1842  https://udn.com/news/story/120675/4281503                 新聞  2   264
## 1843  https://udn.com/news/story/120675/4281503                 穩定  2   264
## 1844  https://udn.com/news/story/120675/4281503                 證據  2   264
## 1845  https://udn.com/news/story/121687/5199268                 力量  2   257
## 1846  https://udn.com/news/story/121687/5199268                 多型  2   257
## 1847  https://udn.com/news/story/121687/5199268                 表示  2   257
## 1848  https://udn.com/news/story/121687/5199268                 近日  2   257
## 1849  https://udn.com/news/story/121687/5199268                 俄媒  2   257
## 1850  https://udn.com/news/story/121687/5199268               俄羅斯  2   257
## 1851  https://udn.com/news/story/121687/5199268                 建設  2   257
## 1852  https://udn.com/news/story/121687/5199268               美海軍  2   257
## 1853  https://udn.com/news/story/121687/5199268                 美國  2   257
## 1854  https://udn.com/news/story/121687/5199268                 飛行  2   257
## 1855  https://udn.com/news/story/121687/5199268               飛行員  2   257
## 1856  https://udn.com/news/story/121687/5199268                 海上  2   257
## 1857  https://udn.com/news/story/121687/5199268                 航行  2   257
## 1858  https://udn.com/news/story/121687/5199268                 國強  2   257
## 1859  https://udn.com/news/story/121687/5199268                 晝夜  2   257
## 1860  https://udn.com/news/story/121687/5199268                 進入  2   257
## 1861  https://udn.com/news/story/121687/5199268                 進行  2   257
## 1862  https://udn.com/news/story/121687/5199268                 確認  2   257
## 1863  https://udn.com/news/story/121687/5199268                 戰機  2   257
## 1864  https://udn.com/news/story/121687/5199268               環球網  2   257
## 1865  https://udn.com/news/story/121687/5199268               羅斯福  2   257
## 1866  https://udn.com/news/story/121687/5212213                 上任  2   295
## 1867  https://udn.com/news/story/121687/5212213                 分別  2   295
## 1868  https://udn.com/news/story/121687/5212213                 日益  2   295
## 1869  https://udn.com/news/story/121687/5212213                 主權  2   295
## 1870  https://udn.com/news/story/121687/5212213             外交部長  2   295
## 1871  https://udn.com/news/story/121687/5212213                 未來  2   295
## 1872  https://udn.com/news/story/121687/5212213                 全球  2   295
## 1873  https://udn.com/news/story/121687/5212213                 共同  2   295
## 1874  https://udn.com/news/story/121687/5212213             共同利益  2   295
## 1875  https://udn.com/news/story/121687/5212213                 同意  2   295
## 1876  https://udn.com/news/story/121687/5212213                 地區  2   295
## 1877  https://udn.com/news/story/121687/5212213                 拒絕  2   295
## 1878  https://udn.com/news/story/121687/5212213                 南海  2   295
## 1879  https://udn.com/news/story/121687/5212213                 政府  2   295
## 1880  https://udn.com/news/story/121687/5212213                 重建  2   295
## 1881  https://udn.com/news/story/121687/5212213                 重要  2   295
## 1882  https://udn.com/news/story/121687/5212213               重要性  2   295
## 1883  https://udn.com/news/story/121687/5212213                 記者  2   295
## 1884  https://udn.com/news/story/121687/5212213               記者會  2   295
## 1885  https://udn.com/news/story/121687/5212213                 啟動  2   295
## 1886  https://udn.com/news/story/121687/5212213                 國家  2   295
## 1887  https://udn.com/news/story/121687/5212213               國務卿  2   295
## 1888  https://udn.com/news/story/121687/5212213               國務院  2   295
## 1889  https://udn.com/news/story/121687/5212213                 國會  2   295
## 1890  https://udn.com/news/story/121687/5212213               將形塑  2   295
## 1891  https://udn.com/news/story/121687/5212213                 這段  2   295
## 1892  https://udn.com/news/story/121687/5212213               普萊斯  2   295
## 1893  https://udn.com/news/story/121687/5212213                 無疑  2   295
## 1894  https://udn.com/news/story/121687/5212213               菲律賓  2   295
## 1895  https://udn.com/news/story/121687/5212213                 樣貌  2   295
## 1896  https://udn.com/news/story/121687/5212213                 歐亞  2   295
## 1897  https://udn.com/news/story/121687/5212213                 聯盟  2   295
## 1898  https://udn.com/news/story/121687/5212213                 聲索  2   295
## 1899  https://udn.com/news/story/121687/5212213                 競爭  2   295
## 1900  https://udn.com/news/story/121687/5212213                 顧問  2   295
## 1901  https://udn.com/news/story/121687/5215820               太平洋  2   503
## 1902  https://udn.com/news/story/121687/5215820           太平洋地區  2   503
## 1903  https://udn.com/news/story/121687/5215820                 日本  2   503
## 1904  https://udn.com/news/story/121687/5215820                 包括  2   503
## 1905  https://udn.com/news/story/121687/5215820                 台海  2   503
## 1906  https://udn.com/news/story/121687/5215820                 外交  2   503
## 1907  https://udn.com/news/story/121687/5215820                 立場  2   503
## 1908  https://udn.com/news/story/121687/5215820                 任務  2   503
## 1909  https://udn.com/news/story/121687/5215820                 共同  2   503
## 1910  https://udn.com/news/story/121687/5215820                 印度  2   503
## 1911  https://udn.com/news/story/121687/5215820                 地區  2   503
## 1912  https://udn.com/news/story/121687/5215820               多架次  2   503
## 1913  https://udn.com/news/story/121687/5215820                 自我  2   503
## 1914  https://udn.com/news/story/121687/5215820                 行經  2   503
## 1915  https://udn.com/news/story/121687/5215820                 巡邏  2   503
## 1916  https://udn.com/news/story/121687/5215820                 改變  2   503
## 1917  https://udn.com/news/story/121687/5215820                 林肯  2   503
## 1918  https://udn.com/news/story/121687/5215820                 表示  2   503
## 1919  https://udn.com/news/story/121687/5215820                 威脅  2   503
## 1920  https://udn.com/news/story/121687/5215820                 指出  2   503
## 1921  https://udn.com/news/story/121687/5215820                 派出  2   503
## 1922  https://udn.com/news/story/121687/5215820                 美中  2   503
## 1923  https://udn.com/news/story/121687/5215820                 美方  2   503
## 1924  https://udn.com/news/story/121687/5215820                 美軍  2   503
## 1925  https://udn.com/news/story/121687/5215820                 軍事  2   503
## 1926  https://udn.com/news/story/121687/5215820                 軍機  2   503
## 1927  https://udn.com/news/story/121687/5215820                 軍艦  2   503
## 1928  https://udn.com/news/story/121687/5215820                 重申  2   503
## 1929  https://udn.com/news/story/121687/5215820                 面對  2   503
## 1930  https://udn.com/news/story/121687/5215820                 能力  2   503
## 1931  https://udn.com/news/story/121687/5215820                 航艦  2   503
## 1932  https://udn.com/news/story/121687/5215820                 區域  2   503
## 1933  https://udn.com/news/story/121687/5215820               國務卿  2   503
## 1934  https://udn.com/news/story/121687/5215820                 執行  2   503
## 1935  https://udn.com/news/story/121687/5215820                 執政  2   503
## 1936  https://udn.com/news/story/121687/5215820                 將派  2   503
## 1937  https://udn.com/news/story/121687/5215820                 條約  2   503
## 1938  https://udn.com/news/story/121687/5215820                 釣魚  2   503
## 1939  https://udn.com/news/story/121687/5215820                 陸辛  2   503
## 1940  https://udn.com/news/story/121687/5215820               舒斯特  2   503
## 1941  https://udn.com/news/story/121687/5215820                 意圖  2   503
## 1942  https://udn.com/news/story/121687/5215820               新政府  2   503
## 1943  https://udn.com/news/story/121687/5215820               號航艦  2   503
## 1944  https://udn.com/news/story/121687/5215820                 演習  2   503
## 1945  https://udn.com/news/story/121687/5215820                 確保  2   503
## 1946  https://udn.com/news/story/121687/5215820                 聯盟  2   503
## 1947  https://udn.com/news/story/121687/5215820               聽證會  2   503
## 1948  https://udn.com/news/story/121687/5215820                 顯示  2   503
## 1949  https://udn.com/news/story/122051/5368627                 大國  2   239
## 1950  https://udn.com/news/story/122051/5368627                 中方  2   239
## 1951  https://udn.com/news/story/122051/5368627                 中美  2   239
## 1952  https://udn.com/news/story/122051/5368627                 之爭  2   239
## 1953  https://udn.com/news/story/122051/5368627                 之際  2   239
## 1954  https://udn.com/news/story/122051/5368627                 升級  2   239
## 1955  https://udn.com/news/story/122051/5368627                 日本  2   239
## 1956  https://udn.com/news/story/122051/5368627                 加強  2   239
## 1957  https://udn.com/news/story/122051/5368627                 加劇  2   239
## 1958  https://udn.com/news/story/122051/5368627                 北約  2   239
## 1959  https://udn.com/news/story/122051/5368627                 地區  2   239
## 1960  https://udn.com/news/story/122051/5368627               自衛隊  2   239
## 1961  https://udn.com/news/story/122051/5368627                 防衛  2   239
## 1962  https://udn.com/news/story/122051/5368627                 亞太  2   239
## 1963  https://udn.com/news/story/122051/5368627                 近期  2   239
## 1964  https://udn.com/news/story/122051/5368627                 美國  2   239
## 1965  https://udn.com/news/story/122051/5368627                 面對  2   239
## 1966  https://udn.com/news/story/122051/5368627                 航母  2   239
## 1967  https://udn.com/news/story/122051/5368627                 動向  2   239
## 1968  https://udn.com/news/story/122051/5368627                 陸續  2   239
## 1969  https://udn.com/news/story/122051/5368627                 最新  2   239
## 1970  https://udn.com/news/story/122051/5368627                 發現  2   239
## 1971  https://udn.com/news/story/122051/5368627                 進行  2   239
## 1972  https://udn.com/news/story/122051/5368627                 勢力  2   239
## 1973  https://udn.com/news/story/122051/5368627             緊張局勢  2   239
## 1974  https://udn.com/news/story/122051/5368627                 增添  2   239
## 1975  https://udn.com/news/story/122051/5368627                 導致  2   239
## 1976  https://udn.com/news/story/122051/5368627                 戰鬥  2   239
## 1977  https://udn.com/news/story/122051/5368627               羅斯福  2   239
## 1978  https://udn.com/news/story/122051/5368627               驅逐艦  2   239
## 1979  https://udn.com/news/story/122051/5369349                 任務  2   103
## 1980  https://udn.com/news/story/122051/5369349                 例行  2   103
## 1981  https://udn.com/news/story/122051/5369349             航空母艦  2   103
## 1982  https://udn.com/news/story/122051/5369349                 部署  2   103
## 1983  https://udn.com/news/story/122051/5369349                 報導  2   103
## 1984  https://udn.com/news/story/122051/5369349                 進行  2   103
## 1985  https://udn.com/news/story/122051/5369349                 艦隊  2   103
## 1986  https://udn.com/news/story/122051/5369962                 大型  2   261
## 1987  https://udn.com/news/story/122051/5369962                 山東  2   261
## 1988  https://udn.com/news/story/122051/5369962                 中共  2   261
## 1989  https://udn.com/news/story/122051/5369962                 之際  2   261
## 1990  https://udn.com/news/story/122051/5369962                 日本  2   261
## 1991  https://udn.com/news/story/122051/5369962                 包括  2   261
## 1992  https://udn.com/news/story/122051/5369962                 作戰  2   261
## 1993  https://udn.com/news/story/122051/5369962                 指出  2   261
## 1994  https://udn.com/news/story/122051/5369962               指揮官  2   261
## 1995  https://udn.com/news/story/122051/5369962                 穿越  2   261
## 1996  https://udn.com/news/story/122051/5369962               韋瑞西  2   261
## 1997  https://udn.com/news/story/122051/5369962                 飛彈  2   261
## 1998  https://udn.com/news/story/122051/5369962                 海上  2   261
## 1999  https://udn.com/news/story/122051/5369962                 海域  2   261
## 2000  https://udn.com/news/story/122051/5369962                 航行  2   261
## 2001  https://udn.com/news/story/122051/5369962                 組織  2   261
## 2002  https://udn.com/news/story/122051/5369962                 這是  2   261
## 2003  https://udn.com/news/story/122051/5369962                 部署  2   261
## 2004  https://udn.com/news/story/122051/5369962                 期間  2   261
## 2005  https://udn.com/news/story/122051/5369962                 進入  2   261
## 2006  https://udn.com/news/story/122051/5369962                 演習  2   261
## 2007  https://udn.com/news/story/122051/5369962             導向飛彈  2   261
## 2008  https://udn.com/news/story/122051/5369962                 繼續  2   261
## 2009  https://udn.com/news/story/122051/5369962                 艦隊  2   261
## 2010   https://udn.com/news/story/12586/4730402                 不要  2   375
## 2011   https://udn.com/news/story/12586/4730402                 中方  2   375
## 2012   https://udn.com/news/story/12586/4730402               中央社  2   375
## 2013   https://udn.com/news/story/12586/4730402                 分析  2   375
## 2014   https://udn.com/news/story/12586/4730402                 反制  2   375
## 2015   https://udn.com/news/story/12586/4730402                 支持  2   375
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## 2270    https://udn.com/news/story/6809/4565919                 海上  2   372
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## 2274    https://udn.com/news/story/6809/4565919             航空母艦  2   372
## 2275    https://udn.com/news/story/6809/4565919                 訊息  2   372
## 2276    https://udn.com/news/story/6809/4565919               國防部  2   372
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## 2289    https://udn.com/news/story/6809/4565919                 擴大  2   372
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## 2292    https://udn.com/news/story/6809/4651251                 少將  2   205
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## 2305    https://udn.com/news/story/6809/4651251                 區域  2   205
## 2306    https://udn.com/news/story/6809/4651251             新冠肺炎  2   205
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## 2310    https://udn.com/news/story/6809/4651251                 戰備  2   205
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## 2312    https://udn.com/news/story/6809/4678024                 不是  2   184
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## 2315    https://udn.com/news/story/6809/4678024                 安全  2   184
## 2316    https://udn.com/news/story/6809/4678024                 非法  2   184
## 2317    https://udn.com/news/story/6809/4678024                 挑戰  2   184
## 2318    https://udn.com/news/story/6809/4678024                 疫情  2   184
## 2319    https://udn.com/news/story/6809/4678024                 美中  2   184
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## 2325    https://udn.com/news/story/6809/4678024                 數據  2   184
## 2326    https://udn.com/news/story/6809/4678024                 穩定  2   184
## 2327    https://udn.com/news/story/6809/4678125                 中方  2   205
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## 2330    https://udn.com/news/story/6809/4678125               尼米茲  2   205
## 2331    https://udn.com/news/story/6809/4678125                 打擊  2   205
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## 2336    https://udn.com/news/story/6809/4678125                 美中  2   205
## 2337    https://udn.com/news/story/6809/4678125                 訓練  2   205
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## 2340    https://udn.com/news/story/6809/4678125           華爾街日報  2   205
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## 2347    https://udn.com/news/story/6809/4682238                 不會  2   143
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## 2349    https://udn.com/news/story/6809/4682238                 表示  2   143
## 2350    https://udn.com/news/story/6809/4682238                 疫情  2   143
## 2351    https://udn.com/news/story/6809/4682238                 美中  2   143
## 2352    https://udn.com/news/story/6809/4682238                 軍演  2   143
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## 2354    https://udn.com/news/story/6809/4682238                 最新  2   143
## 2355    https://udn.com/news/story/6809/4682238                 數據  2   143
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## 2360    https://udn.com/news/story/6809/4682642                 打擊  2   186
## 2361    https://udn.com/news/story/6809/4682642                 各國  2   186
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## 2364    https://udn.com/news/story/6809/4682642                 柯克  2   186
## 2365    https://udn.com/news/story/6809/4682642                 疫情  2   186
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## 2368    https://udn.com/news/story/6809/4682642                 軍艦  2   186
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## 2372    https://udn.com/news/story/6809/4682642                 數據  2   186
## 2373    https://udn.com/news/story/6809/4682642                 艦隊  2   186
## 2374    https://udn.com/news/story/6809/4686528                 反對  2   215
## 2375    https://udn.com/news/story/6809/4686528                 加劇  2   215
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## 2380    https://udn.com/news/story/6809/4686528                 東海  2   215
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## 2384    https://udn.com/news/story/6809/4686528                 指出  2   215
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## 2387    https://udn.com/news/story/6809/4686528             國防部長  2   215
## 2388    https://udn.com/news/story/6809/4686528                 強烈  2   215
## 2389    https://udn.com/news/story/6809/4686528             新冠肺炎  2   215
## 2390    https://udn.com/news/story/6809/4686528                 實施  2   215
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## 2393    https://udn.com/news/story/6809/4686528                 數據  2   215
## 2394    https://udn.com/news/story/6809/4686528                 繁榮  2   215
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## 2398    https://udn.com/news/story/6809/4686528                 嚴重  2   215
## 2399    https://udn.com/news/story/6809/4695303                 中國  2   252
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## 2402    https://udn.com/news/story/6809/4695303                 防衛  2   252
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## 2406    https://udn.com/news/story/6809/4695303                 東海  2   252
## 2407    https://udn.com/news/story/6809/4695303                 指出  2   252
## 2408    https://udn.com/news/story/6809/4695303                 疫情  2   252
## 2409    https://udn.com/news/story/6809/4695303                 飛行  2   252
## 2410    https://udn.com/news/story/6809/4695303                 偵測  2   252
## 2411    https://udn.com/news/story/6809/4695303                 採購  2   252
## 2412    https://udn.com/news/story/6809/4695303                 設備  2   252
## 2413    https://udn.com/news/story/6809/4695303                 設置  2   252
## 2414    https://udn.com/news/story/6809/4695303                 透過  2   252
## 2415    https://udn.com/news/story/6809/4695303                 報導  2   252
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## 2419    https://udn.com/news/story/6809/4695303                 數據  2   252
## 2420    https://udn.com/news/story/6809/4695303                 頻繁  2   252
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## 2422    https://udn.com/news/story/6809/4699778                 主權  2   214
## 2423    https://udn.com/news/story/6809/4699778                 自由  2   214
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## 2425    https://udn.com/news/story/6809/4699778                 依據  2   214
## 2426    https://udn.com/news/story/6809/4699778                 非法  2   214
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## 2430    https://udn.com/news/story/6809/4699778                 國家  2   214
## 2431    https://udn.com/news/story/6809/4699778                 國際  2   214
## 2432    https://udn.com/news/story/6809/4699778                 強化  2   214
## 2433    https://udn.com/news/story/6809/4699778                 夥伴  2   214
## 2434    https://udn.com/news/story/6809/4699778                 維護  2   214
## 2435    https://udn.com/news/story/6809/4699778                 數據  2   214
## 2436    https://udn.com/news/story/6809/4699778                 聲明  2   214
## 2437    https://udn.com/news/story/6809/4699778                 霸凌  2   214
## 2438    https://udn.com/news/story/6809/4699831                 主權  2   134
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## 2440    https://udn.com/news/story/6809/4699831                 自由  2   134
## 2441    https://udn.com/news/story/6809/4699831                 爭議  2   134
## 2442    https://udn.com/news/story/6809/4699831                 非法  2   134
## 2443    https://udn.com/news/story/6809/4699831                 美軍  2   134
## 2444    https://udn.com/news/story/6809/4699831                 數據  2   134
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## 2446    https://udn.com/news/story/6809/4702067                 力量  2   236
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## 2456    https://udn.com/news/story/6809/4702067                 表示  2   236
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## 2458    https://udn.com/news/story/6809/4702067                 威脅  2   236
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## 2460    https://udn.com/news/story/6809/4702067                 挑釁  2   236
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## 2462    https://udn.com/news/story/6809/4702067                 國家  2   236
## 2463    https://udn.com/news/story/6809/4702067               國際法  2   236
## 2464    https://udn.com/news/story/6809/4702067                 探勘  2   236
## 2465    https://udn.com/news/story/6809/4702067                 造成  2   236
## 2466    https://udn.com/news/story/6809/4702067                 勝利  2   236
## 2467    https://udn.com/news/story/6809/4702067                 提到  2   236
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## 2470    https://udn.com/news/story/6809/4702067                 數據  2   236
## 2471    https://udn.com/news/story/6809/4702067             聯合開發  2   236
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## 2474    https://udn.com/news/story/6809/4702142               大部分  2   248
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## 2479    https://udn.com/news/story/6809/4702142                 自由  2   248
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## 2483    https://udn.com/news/story/6809/4702142                 油氣  2   248
## 2484    https://udn.com/news/story/6809/4702142                 爭端  2   248
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## 2487    https://udn.com/news/story/6809/4702142               美聯社  2   248
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## 2491    https://udn.com/news/story/6809/4702142                 國家  2   248
## 2492    https://udn.com/news/story/6809/4702142               國際法  2   248
## 2493    https://udn.com/news/story/6809/4702142                 採取  2   248
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## 2495    https://udn.com/news/story/6809/4702142                 這份  2   248
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## 2507    https://udn.com/news/story/6809/4702638                 飛行  2   245
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## 2511    https://udn.com/news/story/6809/4702638                 國際  2   245
## 2512    https://udn.com/news/story/6809/4702638                 通道  2   245
## 2513    https://udn.com/news/story/6809/4702638                 提出  2   245
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## 2518    https://udn.com/news/story/6809/4702638                 領海  2   245
## 2519    https://udn.com/news/story/6809/4702638                 數據  2   245
## 2520    https://udn.com/news/story/6809/4702638                 擁有  2   245
## 2521    https://udn.com/news/story/6809/4702638                 繁榮  2   245
## 2522    https://udn.com/news/story/6809/4702638                 聲稱  2   245
## 2523    https://udn.com/news/story/6809/4707133                 中國  2   101
## 2524    https://udn.com/news/story/6809/4707133                 予以  2   101
## 2525    https://udn.com/news/story/6809/4707133                 採取  2   101
## 2526    https://udn.com/news/story/6809/4707133                 數據  2   101
## 2527    https://udn.com/news/story/6809/4709443                 二戰  2   761
## 2528    https://udn.com/news/story/6809/4709443                 力量  2   761
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## 2717    https://udn.com/news/story/6809/4813538                 一些  2   268
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## 2733    https://udn.com/news/story/6809/4813538                 強大  2   268
## 2734    https://udn.com/news/story/6809/4813538                 超過  2   268
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## 2780    https://udn.com/news/story/6809/4817433                 報導  2   404
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## 2782    https://udn.com/news/story/6809/4817433           華爾街日報  2   404
## 2783    https://udn.com/news/story/6809/4817433                 貸款  2   404
## 2784    https://udn.com/news/story/6809/4817433                 超過  2   404
## 2785    https://udn.com/news/story/6809/4817433                 盟友  2   404
## 2786    https://udn.com/news/story/6809/4817433               解放軍  2   404
## 2787    https://udn.com/news/story/6809/4817433                 漢班  2   404
## 2788    https://udn.com/news/story/6809/4817433                 認定  2   404
## 2789    https://udn.com/news/story/6809/4817433                 導彈  2   404
## 2790    https://udn.com/news/story/6809/4817433                 戰爭  2   404
## 2791    https://udn.com/news/story/6809/4817433                 穩定  2   404
## 2792    https://udn.com/news/story/6809/4817433             繼續下去  2   404
## 2793    https://udn.com/news/story/6809/4817433                 警告  2   404
## 2794    https://udn.com/news/story/6809/4877676                 今天  2   191
## 2795    https://udn.com/news/story/6809/4877676                 可能  2   191
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## 2797    https://udn.com/news/story/6809/4877676                 決議  2   191
## 2798    https://udn.com/news/story/6809/4877676                 取消  2   191
## 2799    https://udn.com/news/story/6809/4877676                 表示  2   191
## 2800    https://udn.com/news/story/6809/4877676             冠狀病毒  2   191
## 2801    https://udn.com/news/story/6809/4877676                 南海  2   191
## 2802    https://udn.com/news/story/6809/4877676                 時間  2   191
## 2803    https://udn.com/news/story/6809/4877676                 疾病  2   191
## 2804    https://udn.com/news/story/6809/4877676               馬尼拉  2   191
## 2805    https://udn.com/news/story/6809/4877676                 掃毒  2   191
## 2806    https://udn.com/news/story/6809/4877676                 涵蓋  2   191
## 2807    https://udn.com/news/story/6809/4877676                 這項  2   191
## 2808    https://udn.com/news/story/6809/4877676                 博賀  2   191
## 2809    https://udn.com/news/story/6809/4877676               普遍性  2   191
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## 2813    https://udn.com/news/story/6809/4877676                 總統  2   191
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## 2815    https://udn.com/news/story/6809/4877676           聯合國大會  2   191
## 2816    https://udn.com/news/story/6809/4877676                 議題  2   191
## 2817    https://udn.com/news/story/6809/4891329                 公里  2    97
## 2818    https://udn.com/news/story/6809/4891329                 沿海  2    97
## 2819    https://udn.com/news/story/6809/4891329                 指出  2    97
## 2820    https://udn.com/news/story/6809/4891329                 派出  2    97
## 2821    https://udn.com/news/story/6809/4891329                 美國  2    97
## 2822    https://udn.com/news/story/6809/4891329                 軍機  2    97
## 2823    https://udn.com/news/story/6809/4891329                 動態  2    97
## 2824    https://udn.com/news/story/6809/4891329                 最近  2    97
## 2825    https://udn.com/news/story/6809/4925039                 一艘  2   124
## 2826    https://udn.com/news/story/6809/4925039                 水域  2   124
## 2827    https://udn.com/news/story/6809/4925039                 此次  2   124
## 2828    https://udn.com/news/story/6809/4925039                 表示  2   124
## 2829    https://udn.com/news/story/6809/4925039                 越南  2   124
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## 2833    https://udn.com/news/story/6809/4925039               護衛艦  2   124
## 2834    https://udn.com/news/story/6809/4933721                 反潛  2   206
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## 2837    https://udn.com/news/story/6809/4933721                 安全  2   206
## 2838    https://udn.com/news/story/6809/4933721                 表示  2   206
## 2839    https://udn.com/news/story/6809/4933721                 南海  2   206
## 2840    https://udn.com/news/story/6809/4933721                 持續  2   206
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## 2843    https://udn.com/news/story/6809/4933721                 部隊  2   206
## 2844    https://udn.com/news/story/6809/4933721                 提升  2   206
## 2845    https://udn.com/news/story/6809/4933721                 最大  2   206
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## 2847    https://udn.com/news/story/6809/4933721                 進行  2   206
## 2848    https://udn.com/news/story/6809/4933721                 慶祝  2   206
## 2849    https://udn.com/news/story/6809/4933721                 戰備  2   206
## 2850    https://udn.com/news/story/6809/4933721                 整合  2   206
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## 2852    https://udn.com/news/story/6809/4933721               護衛艦  2   206
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## 2854    https://udn.com/news/story/6809/4934837                 一些  2   298
## 2855    https://udn.com/news/story/6809/4934837                 外長  2   298
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## 2857    https://udn.com/news/story/6809/4934837                 兩國  2   298
## 2858    https://udn.com/news/story/6809/4934837                 表示  2   298
## 2859    https://udn.com/news/story/6809/4934837                 指出  2   298
## 2860    https://udn.com/news/story/6809/4934837                 挑釁  2   298
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## 2862    https://udn.com/news/story/6809/4934837                 活動  2   298
## 2863    https://udn.com/news/story/6809/4934837                 突然  2   298
## 2864    https://udn.com/news/story/6809/4934837                 軍艦  2   298
## 2865    https://udn.com/news/story/6809/4934837                 消息  2   298
## 2866    https://udn.com/news/story/6809/4934837                 病人  2   298
## 2867    https://udn.com/news/story/6809/4934837                 訓練  2   298
## 2868    https://udn.com/news/story/6809/4934837                 堅定  2   298
## 2869    https://udn.com/news/story/6809/4934837                 掉頭  2   298
## 2870    https://udn.com/news/story/6809/4934837                 進行  2   298
## 2871    https://udn.com/news/story/6809/4934837                 頻繁  2   298
## 2872    https://udn.com/news/story/6809/4934837                 關係  2   298
## 2873    https://udn.com/news/story/6809/4934837                 艦員  2   298
## 2874    https://udn.com/news/story/6809/4939570               太平洋  2   203
## 2875    https://udn.com/news/story/6809/4939570                 包括  2   203
## 2876    https://udn.com/news/story/6809/4939570                 合作  2   203
## 2877    https://udn.com/news/story/6809/4939570               巡洋艦  2   203
## 2878    https://udn.com/news/story/6809/4939570             快速反應  2   203
## 2879    https://udn.com/news/story/6809/4939570             突發事件  2   203
## 2880    https://udn.com/news/story/6809/4939570             航空母艦  2   203
## 2881    https://udn.com/news/story/6809/4939570                 透過  2   203
## 2882    https://udn.com/news/story/6809/4939570                 部隊  2   203
## 2883    https://udn.com/news/story/6809/4939570                 進行  2   203
## 2884    https://udn.com/news/story/6809/4939570                 維護  2   203
## 2885    https://udn.com/news/story/6809/4939570             導向飛彈  2   203
## 2886    https://udn.com/news/story/6809/4939570               戰鬥機  2   203
## 2887    https://udn.com/news/story/6809/4939570                 聯隊  2   203
## 2888    https://udn.com/news/story/6809/4939570                 艦隊  2   203
## 2889    https://udn.com/news/story/6809/4939570               驅逐艦  2   203
## 2890    https://udn.com/news/story/6809/4947150                 大陸  2    38
## 2891    https://udn.com/news/story/6809/4947150               菅義偉  2    38
## 2892    https://udn.com/news/story/6809/4947150                 議題  2    38
## 2893    https://udn.com/news/story/6809/5063760                 反而  2   450
## 2894    https://udn.com/news/story/6809/5063760                 出現  2   450
## 2895    https://udn.com/news/story/6809/5063760                 可能  2   450
## 2896    https://udn.com/news/story/6809/5063760                 本身  2   450
## 2897    https://udn.com/news/story/6809/5063760                 交代  2   450
## 2898    https://udn.com/news/story/6809/5063760                 有所  2   450
## 2899    https://udn.com/news/story/6809/5063760                 此種  2   450
## 2900    https://udn.com/news/story/6809/5063760                 更加  2   450
## 2901    https://udn.com/news/story/6809/5063760                 來說  2   450
## 2902    https://udn.com/news/story/6809/5063760                 刻意  2   450
## 2903    https://udn.com/news/story/6809/5063760                 官兵  2   450
## 2904    https://udn.com/news/story/6809/5063760                 居然  2   450
## 2905    https://udn.com/news/story/6809/5063760                 狀況  2   450
## 2906    https://udn.com/news/story/6809/5063760                 社群  2   450
## 2907    https://udn.com/news/story/6809/5063760                 挑起  2   450
## 2908    https://udn.com/news/story/6809/5063760                 活動  2   450
## 2909    https://udn.com/news/story/6809/5063760             相當程度  2   450
## 2910    https://udn.com/news/story/6809/5063760                 研究  2   450
## 2911    https://udn.com/news/story/6809/5063760                 紀錄  2   450
## 2912    https://udn.com/news/story/6809/5063760                 效果  2   450
## 2913    https://udn.com/news/story/6809/5063760                 海軍  2   450
## 2914    https://udn.com/news/story/6809/5063760                 能夠  2   450
## 2915    https://udn.com/news/story/6809/5063760                 航行  2   450
## 2916    https://udn.com/news/story/6809/5063760                 高層  2   450
## 2917    https://udn.com/news/story/6809/5063760                 專屬  2   450
## 2918    https://udn.com/news/story/6809/5063760                 勤務  2   450
## 2919    https://udn.com/news/story/6809/5063760                 該項  2   450
## 2920    https://udn.com/news/story/6809/5063760                 過程  2   450
## 2921    https://udn.com/news/story/6809/5063760                 對立  2   450
## 2922    https://udn.com/news/story/6809/5063760                 網頁  2   450
## 2923    https://udn.com/news/story/6809/5063760                 獲得  2   450
## 2924    https://udn.com/news/story/6809/5063760                 避免  2   450
## 2925    https://udn.com/news/story/6809/5063760                 讀者  2   450
## 2926    https://udn.com/news/story/6809/5123283                 文章  2   319
## 2927    https://udn.com/news/story/6809/5123283                 目前  2   319
## 2928    https://udn.com/news/story/6809/5123283                 合作  2   319
## 2929    https://udn.com/news/story/6809/5123283                 成為  2   319
## 2930    https://udn.com/news/story/6809/5123283                 巡弋  2   319
## 2931    https://udn.com/news/story/6809/5123283                 改變  2   319
## 2932    https://udn.com/news/story/6809/5123283               俄羅斯  2   319
## 2933    https://udn.com/news/story/6809/5123283                 射程  2   319
## 2934    https://udn.com/news/story/6809/5123283                 峰會  2   319
## 2935    https://udn.com/news/story/6809/5123283                 海軍  2   319
## 2936    https://udn.com/news/story/6809/5123283           喜馬拉雅山  2   319
## 2937    https://udn.com/news/story/6809/5123283                 報導  2   319
## 2938    https://udn.com/news/story/6809/5123283                 媒體  2   319
## 2939    https://udn.com/news/story/6809/5123283                 提供  2   319
## 2940    https://udn.com/news/story/6809/5123283                 最終  2   319
## 2941    https://udn.com/news/story/6809/5123283                 焦點  2   319
## 2942    https://udn.com/news/story/6809/5123283                 發射  2   319
## 2943    https://udn.com/news/story/6809/5123283                 視訊  2   319
## 2944    https://udn.com/news/story/6809/5123283               超音速  2   319
## 2945    https://udn.com/news/story/6809/5123283               新德里  2   319
## 2946    https://udn.com/news/story/6809/5123283                 對峙  2   319
## 2947    https://udn.com/news/story/6809/5123283                 範圍  2   319
## 2948    https://udn.com/news/story/6809/5123283                 戰略  2   319
## 2949    https://udn.com/news/story/6809/5123283                 擁有  2   319
## 2950    https://udn.com/news/story/6809/5123283                 優勢  2   319
## 2951    https://udn.com/news/story/6809/5123283                 總理  2   319
## 2952    https://udn.com/news/story/6809/5123283                 雙方  2   319
## 2953    https://udn.com/news/story/6809/5123283                 邊境  2   319
## 2954    https://udn.com/news/story/6809/5217307                 中國  2    66
## 2955    https://udn.com/news/story/6809/5217307                 打擊  2    66
## 2956    https://udn.com/news/story/6809/5217307                 表示  2    66
## 2957    https://udn.com/news/story/6809/5217307                 飛機  2    66
## 2958    https://udn.com/news/story/6809/5217307             航空母艦  2    66
## 2959    https://udn.com/news/story/6809/5217307                 船艦  2    66
## 2960    https://udn.com/news/story/6809/5217399                 不曾  2   102
## 2961    https://udn.com/news/story/6809/5217399                 中國  2   102
## 2962    https://udn.com/news/story/6809/5217399               太平洋  2   102
## 2963    https://udn.com/news/story/6809/5217399               司令部  2   102
## 2964    https://udn.com/news/story/6809/5217399                 打擊  2   102
## 2965    https://udn.com/news/story/6809/5217399                 表示  2   102
## 2966    https://udn.com/news/story/6809/5217399                 南海  2   102
## 2967    https://udn.com/news/story/6809/5217399                 美軍  2   102
## 2968    https://udn.com/news/story/6809/5217399                 重申  2   102
## 2969    https://udn.com/news/story/6809/5217399                 飛機  2   102
## 2970    https://udn.com/news/story/6809/5217399                 航行  2   102
## 2971    https://udn.com/news/story/6809/5217399             航空母艦  2   102
## 2972    https://udn.com/news/story/6809/5217399                 進入  2   102
## 2973    https://udn.com/news/story/6809/5217399                 艦艇  2   102
## 2974    https://udn.com/news/story/6809/5225330                 人士  2   260
## 2975    https://udn.com/news/story/6809/5225330                 中共  2   260
## 2976    https://udn.com/news/story/6809/5225330                 引述  2   260
## 2977    https://udn.com/news/story/6809/5225330                 外部  2   260
## 2978    https://udn.com/news/story/6809/5225330                 目標  2   260
## 2979    https://udn.com/news/story/6809/5225330                 西方  2   260
## 2980    https://udn.com/news/story/6809/5225330                 知情  2   260
## 2981    https://udn.com/news/story/6809/5225330                 表示  2   260
## 2982    https://udn.com/news/story/6809/5225330                 軍事  2   260
## 2983    https://udn.com/news/story/6809/5225330                 飛行  2   260
## 2984    https://udn.com/news/story/6809/5225330               飛行員  2   260
## 2985    https://udn.com/news/story/6809/5225330                 容易  2   260
## 2986    https://udn.com/news/story/6809/5225330                 特殊  2   260
## 2987    https://udn.com/news/story/6809/5225330             航空母艦  2   260
## 2988    https://udn.com/news/story/6809/5225330                 針對  2   260
## 2989    https://udn.com/news/story/6809/5225330                 執行  2   260
## 2990    https://udn.com/news/story/6809/5225330                 通訊  2   260
## 2991    https://udn.com/news/story/6809/5225330                 通常  2   260
## 2992    https://udn.com/news/story/6809/5225330                 報導  2   260
## 2993    https://udn.com/news/story/6809/5225330                 提出  2   260
## 2994    https://udn.com/news/story/6809/5225330                 無法  2   260
## 2995    https://udn.com/news/story/6809/5225330                 對此  2   260
## 2996    https://udn.com/news/story/6809/5225330                 對話  2   260
## 2997    https://udn.com/news/story/6809/5225330                 監聽  2   260
## 2998    https://udn.com/news/story/6809/5225330                 說法  2   260
## 2999    https://udn.com/news/story/6809/5225330                 確認  2   260
## 3000    https://udn.com/news/story/6809/5225330                 質疑  2   260
## 3001    https://udn.com/news/story/6809/5225330                 環時  2   260
## 3002    https://udn.com/news/story/6809/5225330                 聽到  2   260
## 3003    https://udn.com/news/story/6809/5255445                 允許  2   211
## 3004    https://udn.com/news/story/6809/5255445                 安全  2   211
## 3005    https://udn.com/news/story/6809/5255445                 威脅  2   211
## 3006    https://udn.com/news/story/6809/5255445                 美軍  2   211
## 3007    https://udn.com/news/story/6809/5255445                 軍艦  2   211
## 3008    https://udn.com/news/story/6809/5255445                 飛行  2   211
## 3009    https://udn.com/news/story/6809/5255445                 捍衛  2   211
## 3010    https://udn.com/news/story/6809/5255445                 時間  2   211
## 3011    https://udn.com/news/story/6809/5255445                 海軍  2   211
## 3012    https://udn.com/news/story/6809/5255445                 國際  2   211
## 3013    https://udn.com/news/story/6809/5255445                 提出  2   211
## 3014    https://udn.com/news/story/6809/5255445                 當地  2   211
## 3015    https://udn.com/news/story/6809/5255445                 過度  2   211
## 3016    https://udn.com/news/story/6809/5255445                 領海  2   211
## 3017    https://udn.com/news/story/6809/5255445                 質疑  2   211
## 3018    https://udn.com/news/story/6809/5255445                 繁榮  2   211
## 3019    https://udn.com/news/story/6809/5263091                 中方  2   376
## 3020    https://udn.com/news/story/6809/5263091                 主權  2   376
## 3021    https://udn.com/news/story/6809/5263091                 他國  2   376
## 3022    https://udn.com/news/story/6809/5263091                 北京  2   376
## 3023    https://udn.com/news/story/6809/5263091                 外海  2   376
## 3024    https://udn.com/news/story/6809/5263091               示威者  2   376
## 3025    https://udn.com/news/story/6809/5263091                 仲裁  2   376
## 3026    https://udn.com/news/story/6809/5263091                 合法  2   376
## 3027    https://udn.com/news/story/6809/5263091                 承諾  2   376
## 3028    https://udn.com/news/story/6809/5263091                 爭端  2   376
## 3029    https://udn.com/news/story/6809/5263091                 爭議  2   376
## 3030    https://udn.com/news/story/6809/5263091                 挑戰  2   376
## 3031    https://udn.com/news/story/6809/5263091                 重申  2   376
## 3032    https://udn.com/news/story/6809/5263091                 首度  2   376
## 3033    https://udn.com/news/story/6809/5263091                 海事  2   376
## 3034    https://udn.com/news/story/6809/5263091               記者會  2   376
## 3035    https://udn.com/news/story/6809/5263091               國務院  2   376
## 3036    https://udn.com/news/story/6809/5263091                 堅定  2   376
## 3037    https://udn.com/news/story/6809/5263091                 強烈  2   376
## 3038    https://udn.com/news/story/6809/5263091                 授權  2   376
## 3039    https://udn.com/news/story/6809/5263091                 控制  2   376
## 3040    https://udn.com/news/story/6809/5263091                 提出  2   376
## 3041    https://udn.com/news/story/6809/5263091                 敦促  2   376
## 3042    https://udn.com/news/story/6809/5263091                 結構  2   376
## 3043    https://udn.com/news/story/6809/5263091                 進行  2   376
## 3044    https://udn.com/news/story/6809/5263091                 暗示  2   376
## 3045    https://udn.com/news/story/6809/5263091                 資源  2   376
## 3046    https://udn.com/news/story/6809/5263091                 摧毀  2   376
## 3047    https://udn.com/news/story/6809/5263091                 領土  2   376
## 3048    https://udn.com/news/story/6809/5263091                 履行  2   376
## 3049    https://udn.com/news/story/6809/5263091                 鄰國  2   376
## 3050    https://udn.com/news/story/6809/5263091                 據此  2   376
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## 3052    https://udn.com/news/story/6809/5263091                 龐培  2   376
## 3053    https://udn.com/news/story/6809/5352633                 也許  2   205
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## 3056    https://udn.com/news/story/6809/5352633                 凸顯  2   205
## 3057    https://udn.com/news/story/6809/5352633                 可能  2   205
## 3058    https://udn.com/news/story/6809/5352633                 托里  2   205
## 3059    https://udn.com/news/story/6809/5352633                 考慮  2   205
## 3060    https://udn.com/news/story/6809/5352633                 防禦  2   205
## 3061    https://udn.com/news/story/6809/5352633                 協議  2   205
## 3062    https://udn.com/news/story/6809/5352633                 研究  2   205
## 3063    https://udn.com/news/story/6809/5352633                 美國  2   205
## 3064    https://udn.com/news/story/6809/5352633                 軍演  2   205
## 3065    https://udn.com/news/story/6809/5352633                 海岸  2   205
## 3066    https://udn.com/news/story/6809/5352633                 海軍  2   205
## 3067    https://udn.com/news/story/6809/5352633                 國防  2   205
## 3068    https://udn.com/news/story/6809/5352633                 設備  2   205
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## 3070    https://udn.com/news/story/6809/5352633               警衛隊  2   205
## 3071    https://udn.com/news/story/6809/5365698               大使館  2   186
## 3072    https://udn.com/news/story/6809/5365698                 今天  2   186
## 3073    https://udn.com/news/story/6809/5365698                 占領  2   186
## 3074    https://udn.com/news/story/6809/5365698                 民兵  2   186
## 3075    https://udn.com/news/story/6809/5365698                 表示  2   186
## 3076    https://udn.com/news/story/6809/5365698                 要求  2   186
## 3077    https://udn.com/news/story/6809/5365698                 重要  2   186
## 3078    https://udn.com/news/story/6809/5365698                 海上  2   186
## 3079    https://udn.com/news/story/6809/5365698                 停泊  2   186
## 3080    https://udn.com/news/story/6809/5365698               進一步  2   186
## 3081    https://udn.com/news/story/6809/5365698                 集結  2   186
## 3082    https://udn.com/news/story/6809/5365698                 當地  2   186
## 3083    https://udn.com/news/story/6809/5365698                 說法  2   186
## 3084    https://udn.com/news/story/6809/5367370                 大量  2   239
## 3085    https://udn.com/news/story/6809/5367370               中業島  2   239
## 3086    https://udn.com/news/story/6809/5367370                 反映  2   239
## 3087    https://udn.com/news/story/6809/5367370                 手段  2   239
## 3088    https://udn.com/news/story/6809/5367370                 主權  2   239
## 3089    https://udn.com/news/story/6809/5367370                 外交  2   239
## 3090    https://udn.com/news/story/6809/5367370                 目標  2   239
## 3091    https://udn.com/news/story/6809/5367370                 此事  2   239
## 3092    https://udn.com/news/story/6809/5367370                 似乎  2   239
## 3093    https://udn.com/news/story/6809/5367370                 直指  2   239
## 3094    https://udn.com/news/story/6809/5367370                 附近  2   239
## 3095    https://udn.com/news/story/6809/5367370                 指出  2   239
## 3096    https://udn.com/news/story/6809/5367370                 風暴  2   239
## 3097    https://udn.com/news/story/6809/5367370                 控制  2   239
## 3098    https://udn.com/news/story/6809/5367370                 陰險  2   239
## 3099    https://udn.com/news/story/6809/5367370                 智庫  2   239
## 3100    https://udn.com/news/story/6809/5367370                 無法  2   239
## 3101    https://udn.com/news/story/6809/5367370               越來越  2   239
## 3102    https://udn.com/news/story/6809/5367370                 躲避  2   239
## 3103    https://udn.com/news/story/6809/5367370                 漁船  2   239
## 3104    https://udn.com/news/story/6809/5367370                 聚集  2   239
## 3105    https://udn.com/news/story/6809/5367370                 衛星  2   239
## 3106    https://udn.com/news/story/6809/5367370                 駛離  2   239
## 3107    https://udn.com/news/story/6809/5369418           中國外交部  2   222
## 3108    https://udn.com/news/story/6809/5369418                 今天  2   222
## 3109    https://udn.com/news/story/6809/5369418                 占領  2   222
## 3110    https://udn.com/news/story/6809/5369418                 民兵  2   222
## 3111    https://udn.com/news/story/6809/5369418                 立即  2   222
## 3112    https://udn.com/news/story/6809/5369418                 多艘  2   222
## 3113    https://udn.com/news/story/6809/5369418                 那裡  2   222
## 3114    https://udn.com/news/story/6809/5369418                 和平  2   222
## 3115    https://udn.com/news/story/6809/5369418                 炒作  2   222
## 3116    https://udn.com/news/story/6809/5369418                 非法  2   222
## 3117    https://udn.com/news/story/6809/5369418                 要求  2   222
## 3118    https://udn.com/news/story/6809/5369418               倫沙納  2   222
## 3119    https://udn.com/news/story/6809/5369418                 海軍  2   222
## 3120    https://udn.com/news/story/6809/5369418                 停止  2   222
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## 3122    https://udn.com/news/story/6809/5369418                 無端  2   222
## 3123    https://udn.com/news/story/6809/5369418                 菲方  2   222
## 3124    https://udn.com/news/story/6809/5369418                 漁船  2   222
## 3125    https://udn.com/news/story/6809/5369418                 認為  2   222
## 3126    https://udn.com/news/story/6809/5369418                 據點  2   222
## 3127    https://udn.com/news/story/6809/5369418                 應詢  2   222
## 3128    https://udn.com/news/story/6809/5369418                 應該  2   222
## 3129    https://udn.com/news/story/6809/5369418                 聲稱  2   222
## 3130    https://udn.com/news/story/6809/5369418                 穩定  2   222
## 3131    https://udn.com/news/story/6809/5370058                 引發  2   211
## 3132    https://udn.com/news/story/6809/5370058               朱利安  2   211
## 3133    https://udn.com/news/story/6809/5370058                 佩礁  2   211
## 3134    https://udn.com/news/story/6809/5370058                 尚未  2   211
## 3135    https://udn.com/news/story/6809/5370058                 承諾  2   211
## 3136    https://udn.com/news/story/6809/5370058                 持續  2   211
## 3137    https://udn.com/news/story/6809/5370058                 昨天  2   211
## 3138    https://udn.com/news/story/6809/5370058                 停留  2   211
## 3139    https://udn.com/news/story/6809/5370058                 透過  2   211
## 3140    https://udn.com/news/story/6809/5370058               發言人  2   211
## 3141    https://udn.com/news/story/6809/5370058                 菲利  2   211
## 3142    https://udn.com/news/story/6809/5370058                 萬劑  2   211
## 3143    https://udn.com/news/story/6809/5370058                 聲明  2   211
## 3144    https://udn.com/news/story/6809/5376403                 尤其  2   312
## 3145    https://udn.com/news/story/6809/5376403                 支隊  2   312
## 3146    https://udn.com/news/story/6809/5376403                 北京  2   312
## 3147    https://udn.com/news/story/6809/5376403                 台灣  2   312
## 3148    https://udn.com/news/story/6809/5376403                 地區  2   312
## 3149    https://udn.com/news/story/6809/5376403                 此舉  2   312
## 3150    https://udn.com/news/story/6809/5376403                 行動  2   312
## 3151    https://udn.com/news/story/6809/5376403               宋忠平  2   312
## 3152    https://udn.com/news/story/6809/5376403                 攻擊  2   312
## 3153    https://udn.com/news/story/6809/5376403                 官兵  2   312
## 3154    https://udn.com/news/story/6809/5376403                 附近  2   312
## 3155    https://udn.com/news/story/6809/5376403                 待命  2   312
## 3156    https://udn.com/news/story/6809/5376403                 拜登  2   312
## 3157    https://udn.com/news/story/6809/5376403                 持續  2   312
## 3158    https://udn.com/news/story/6809/5376403                 昨天  2   312
## 3159    https://udn.com/news/story/6809/5376403                 活動  2   312
## 3160    https://udn.com/news/story/6809/5376403                 海峽  2   312
## 3161    https://udn.com/news/story/6809/5376403                 執政  2   312
## 3162    https://udn.com/news/story/6809/5376403                 第七  2   312
## 3163    https://udn.com/news/story/6809/5376403               許瑞麟  2   312
## 3164    https://udn.com/news/story/6809/5376403                 報導  2   312
## 3165    https://udn.com/news/story/6809/5376403                 照片  2   312
## 3166    https://udn.com/news/story/6809/5376403                 當局  2   312
## 3167    https://udn.com/news/story/6809/5376403             聖地牙哥  2   312
## 3168    https://udn.com/news/story/6809/5376403                 實彈  2   312
## 3169    https://udn.com/news/story/6809/5376403                 演訓  2   312
## 3170    https://udn.com/news/story/6809/5376403                 演習  2   312
## 3171    https://udn.com/news/story/6809/5376403                 緊張  2   312
## 3172    https://udn.com/news/story/6809/5376403                 駛經  2   312
## 3173    https://udn.com/news/story/6809/5376403                 總統  2   312
## 3174    https://udn.com/news/story/6809/5376403                 還說  2   312
## 3175    https://udn.com/news/story/6809/5376403               羅斯福  2   312
## 3176    https://udn.com/news/story/6809/5381036                 士兵  2   206
## 3177    https://udn.com/news/story/6809/5381036                 中國  2   206
## 3178    https://udn.com/news/story/6809/5381036                 互訪  2   206
## 3179    https://udn.com/news/story/6809/5381036                 今天  2   206
## 3180    https://udn.com/news/story/6809/5381036                 召開  2   206
## 3181    https://udn.com/news/story/6809/5381036                 希望  2   206
## 3182    https://udn.com/news/story/6809/5381036                 防長  2   206
## 3183    https://udn.com/news/story/6809/5381036                 兩人  2   206
## 3184    https://udn.com/news/story/6809/5381036                 兩國  2   206
## 3185    https://udn.com/news/story/6809/5381036                 表達  2   206
## 3186    https://udn.com/news/story/6809/5381036                 近期  2   206
## 3187    https://udn.com/news/story/6809/5381036                 南海  2   206
## 3188    https://udn.com/news/story/6809/5381036                 美軍  2   206
## 3189    https://udn.com/news/story/6809/5381036                 軍隊  2   206
## 3190    https://udn.com/news/story/6809/5381036                 軍演  2   206
## 3191    https://udn.com/news/story/6809/5381036               倫沙納  2   206
## 3192    https://udn.com/news/story/6809/5381036               索貝哈  2   206
## 3193    https://udn.com/news/story/6809/5381036                 討論  2   206
## 3194    https://udn.com/news/story/6809/5381036               國防部  2   206
## 3195    https://udn.com/news/story/6809/5381036                 程度  2   206
## 3196    https://udn.com/news/story/6809/5381036             電話會議  2   206
## 3197    https://udn.com/news/story/6809/5381036                 聲明  2   206
## 3198    https://udn.com/news/story/6809/5400212                 只會  2   168
## 3199    https://udn.com/news/story/6809/5400212                 石油  2   168
## 3200    https://udn.com/news/story/6809/5400212                 收場  2   168
## 3201    https://udn.com/news/story/6809/5400212                 我將  2   168
## 3202    https://udn.com/news/story/6809/5400212                 那裡  2   168
## 3203    https://udn.com/news/story/6809/5400212                 捕魚  2   168
## 3204    https://udn.com/news/story/6809/5400212                 現在  2   168
## 3205    https://udn.com/news/story/6809/5400212                 船隻  2   168
## 3206    https://udn.com/news/story/6809/5400212                 擁有  2   168
## 3207    https://udn.com/news/story/6809/5400212                 講到  2   168
## 3208    https://udn.com/news/story/6811/4675655                 不要  2   142
## 3209    https://udn.com/news/story/6811/4675655                 加劇  2   142
## 3210    https://udn.com/news/story/6811/4675655                 西沙  2   142
## 3211    https://udn.com/news/story/6811/4675655                 爭議  2   142
## 3212    https://udn.com/news/story/6811/4675655                 活動  2   142
## 3213    https://udn.com/news/story/6811/4675655                 美國  2   142
## 3214    https://udn.com/news/story/6811/4675655                 區域  2   142
## 3215    https://udn.com/news/story/6811/4675655                 敦促  2   142
## 3216    https://udn.com/news/story/6811/4675655               進一步  2   142
## 3217    https://udn.com/news/story/6811/4675655                 群島  2   142
## 3218    https://udn.com/news/story/6811/4675655                 實施  2   142
## 3219    https://udn.com/news/story/6811/4675655                 領土  2   142
## 3220    https://udn.com/news/story/6811/4675655                 影響  2   142
## 3221    https://udn.com/news/story/6811/4675655                 數據  2   142
## 3222    https://udn.com/news/story/6811/4675655                 鄰國  2   142
## 3223    https://udn.com/news/story/6811/4812524                 入境  2   266
## 3224    https://udn.com/news/story/6811/4812524                 中共  2   266
## 3225    https://udn.com/news/story/6811/4812524                 公司  2   266
## 3226    https://udn.com/news/story/6811/4812524                 主張  2   266
## 3227    https://udn.com/news/story/6811/4812524                 正式  2   266
## 3228    https://udn.com/news/story/6811/4812524                 交通  2   266
## 3229    https://udn.com/news/story/6811/4812524                 企業  2   266
## 3230    https://udn.com/news/story/6811/4812524                 地物  2   266
## 3231    https://udn.com/news/story/6811/4812524                 自由  2   266
## 3232    https://udn.com/news/story/6811/4812524                 協助  2   266
## 3233    https://udn.com/news/story/6811/4812524             直系親屬  2   266
## 3234    https://udn.com/news/story/6811/4812524                 表示  2   266
## 3235    https://udn.com/news/story/6811/4812524                 宣布  2   266
## 3236    https://udn.com/news/story/6811/4812524                 建設  2   266
## 3237    https://udn.com/news/story/6811/4812524                 指出  2   266
## 3238    https://udn.com/news/story/6811/4812524           美國商務部  2   266
## 3239    https://udn.com/news/story/6811/4812524                 限制  2   266
## 3240    https://udn.com/news/story/6811/4812524               商務部  2   266
## 3241    https://udn.com/news/story/6811/4812524                 國際  2   266
## 3242    https://udn.com/news/story/6811/4812524                 祭出  2   266
## 3243    https://udn.com/news/story/6811/4812524                 造島  2   266
## 3244    https://udn.com/news/story/6811/4812524               新聞稿  2   266
## 3245    https://udn.com/news/story/6811/4812524                 禁止  2   266
## 3246    https://udn.com/news/story/6811/4812524                 旗下  2   266
## 3247    https://udn.com/news/story/6811/4812524                 簽證  2   266
## 3248    https://udn.com/news/story/6811/4812524                 譴責  2   266
## 3249    https://udn.com/news/story/6811/4812588                 上海  2   162
## 3250    https://udn.com/news/story/6811/4812588                 工程  2   162
## 3251    https://udn.com/news/story/6811/4812588                 技術  2   162
## 3252    https://udn.com/news/story/6811/4812588                 表示  2   162
## 3253    https://udn.com/news/story/6811/4812588                 南海  2   162
## 3254    https://udn.com/news/story/6811/4812588                 建設  2   162
## 3255    https://udn.com/news/story/6811/4812588                 美國  2   162
## 3256    https://udn.com/news/story/6811/4812588                 軍事  2   162
## 3257    https://udn.com/news/story/6811/4812588                 參與  2   162
## 3258    https://udn.com/news/story/6811/4812588                 集團  2   162
## 3259    https://udn.com/news/story/6811/4812588             電子技術  2   162
## 3260    https://udn.com/news/story/6811/4812588                 實體  2   162
## 3261    https://udn.com/news/story/6811/4812588                 管制  2   162
## 3262    https://udn.com/news/story/6811/4812588                 增列  2   162
## 3263    https://udn.com/news/story/6811/4812588                 聲明  2   162
## 3264    https://udn.com/news/story/6813/4542826                 今天  2   202
## 3265    https://udn.com/news/story/6813/4542826                 北京  2   202
## 3266    https://udn.com/news/story/6813/4542826                 目前  2   202
## 3267    https://udn.com/news/story/6813/4542826                 全球  2   202
## 3268    https://udn.com/news/story/6813/4542826                 自由  2   202
## 3269    https://udn.com/news/story/6813/4542826             自由行動  2   202
## 3270    https://udn.com/news/story/6813/4542826                 所有  2   202
## 3271    https://udn.com/news/story/6813/4542826                 明確  2   202
## 3272    https://udn.com/news/story/6813/4542826                 肺炎  2   202
## 3273    https://udn.com/news/story/6813/4542826                 信號  2   202
## 3274    https://udn.com/news/story/6813/4542826                 持續  2   202
## 3275    https://udn.com/news/story/6813/4542826                 是否  2   202
## 3276    https://udn.com/news/story/6813/4542826                 疫情  2   202
## 3277    https://udn.com/news/story/6813/4542826                 美軍  2   202
## 3278    https://udn.com/news/story/6813/4542826               致力於  2   202
## 3279    https://udn.com/news/story/6813/4542826                 軍艦  2   202
## 3280    https://udn.com/news/story/6813/4542826               記者會  2   202
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## 3283    https://udn.com/news/story/6813/4542826                 發出  2   202
## 3284    https://udn.com/news/story/6813/4542826                 圖表  2   202
## 3285    https://udn.com/news/story/6813/4542826                 數據  2   202
## 3286    https://udn.com/news/story/6813/4542826                 確保  2   202
## 3287    https://udn.com/news/story/6813/4542826                 顯示  2   202
## 3288    https://udn.com/news/story/6813/4693835                 下週  2   111
## 3289    https://udn.com/news/story/6813/4693835                 川普  2   111
## 3290    https://udn.com/news/story/6813/4693835                 政府  2   111
## 3291    https://udn.com/news/story/6813/4693835                 疫情  2   111
## 3292    https://udn.com/news/story/6813/4693835                 美方  2   111
## 3293    https://udn.com/news/story/6813/4693835                 計劃  2   111
## 3294    https://udn.com/news/story/6813/4693835                 數據  2   111
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## 3299    https://udn.com/news/story/6813/4720296                 希望  2   133
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## 3351    https://udn.com/news/story/6813/5200106               韋瑞西  2   162
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## 3479    https://udn.com/news/story/7331/4605008                 探測  2   268
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## 3483    https://udn.com/news/story/7331/4605008               湯普森  2   268
## 3484    https://udn.com/news/story/7331/4605008                 等待  2   268
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## 3486    https://udn.com/news/story/7331/4605008                 群島  2   268
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## 3489    https://udn.com/news/story/7331/4605008                 認為  2   268
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## 3494    https://udn.com/news/story/7331/4605008                 驅逐  2   268
## 3495    https://udn.com/news/story/7331/4681864                 引述  2   231
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## 3508    https://udn.com/news/story/7331/4681864                 撤出  2   231
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## 3510    https://udn.com/news/story/7331/4681864                 認為  2   231
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## 3514    https://udn.com/news/story/7331/4697199                 一邊  2   274
## 3515    https://udn.com/news/story/7331/4697199                 不要  2   274
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## 3525    https://udn.com/news/story/7331/4697199                 批評  2   274
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## 3530    https://udn.com/news/story/7331/4697199           美國國防部  2   274
## 3531    https://udn.com/news/story/7331/4697199                 軍演  2   274
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## 3533    https://udn.com/news/story/7331/4697199             航空母艦  2   274
## 3534    https://udn.com/news/story/7331/4697199             國家主權  2   274
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## 3538    https://udn.com/news/story/7331/4697199                 維護  2   274
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## 3546    https://udn.com/news/story/7331/4699962                 努力  2   129
## 3547    https://udn.com/news/story/7331/4699962                 批評  2   129
## 3548    https://udn.com/news/story/7331/4699962                 指責  2   129
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## 3550    https://udn.com/news/story/7331/4699962                 無理  2   129
## 3551    https://udn.com/news/story/7331/4699962                 維護  2   129
## 3552    https://udn.com/news/story/7331/4702018                 反對  2   181
## 3553    https://udn.com/news/story/7331/4702018                 主張  2   181
## 3554    https://udn.com/news/story/7331/4702018                 主權  2   181
## 3555    https://udn.com/news/story/7331/4702018               外交部  2   181
## 3556    https://udn.com/news/story/7331/4702018                 立堅  2   181
## 3557    https://udn.com/news/story/7331/4702018                 和平  2   181
## 3558    https://udn.com/news/story/7331/4702018                 指出  2   181
## 3559    https://udn.com/news/story/7331/4702018               海洋法  2   181
## 3560    https://udn.com/news/story/7331/4702018             海洋權益  2   181
## 3561    https://udn.com/news/story/7331/4702018               破壞者  2   181
## 3562    https://udn.com/news/story/7331/4702018                 針對  2   181
## 3563    https://udn.com/news/story/7331/4702018                 國際  2   181
## 3564    https://udn.com/news/story/7331/4702018                 麻煩  2   181
## 3565    https://udn.com/news/story/7331/4702018               發言人  2   181
## 3566    https://udn.com/news/story/7331/4702018               製造者  2   181
## 3567    https://udn.com/news/story/7331/4702018                 領土  2   181
## 3568    https://udn.com/news/story/7331/4702018                 穩定  2   181
## 3569    https://udn.com/news/story/7331/4703971                 一架  2   200
## 3570    https://udn.com/news/story/7331/4703971                 中國  2   200
## 3571    https://udn.com/news/story/7331/4703971                 方向  2   200
## 3572    https://udn.com/news/story/7331/4703971                 空地  2   200
## 3573    https://udn.com/news/story/7331/4703971             美國空軍  2   200
## 3574    https://udn.com/news/story/7331/4703971                 軍事  2   200
## 3575    https://udn.com/news/story/7331/4703971                 軍艦  2   200
## 3576    https://udn.com/news/story/7331/4703971               偵察機  2   200
## 3577    https://udn.com/news/story/7331/4703971                 報導  2   200
## 3578    https://udn.com/news/story/7331/4703971                 該機  2   200
## 3579    https://udn.com/news/story/7331/4703971                 廣東  2   200
## 3580    https://udn.com/news/story/7331/4703971                 數據  2   200
## 3581    https://udn.com/news/story/7331/4704552                 上述  2   216
## 3582    https://udn.com/news/story/7331/4704552           中國外交部  2   216
## 3583    https://udn.com/news/story/7331/4704552                 世界  2   216
## 3584    https://udn.com/news/story/7331/4704552                 主張  2   216
## 3585    https://udn.com/news/story/7331/4704552                 主權  2   216
## 3586    https://udn.com/news/story/7331/4704552               史達偉  2   216
## 3587    https://udn.com/news/story/7331/4704552                 再次  2   216
## 3588    https://udn.com/news/story/7331/4704552                 希望  2   216
## 3589    https://udn.com/news/story/7331/4704552                 來得  2   216
## 3590    https://udn.com/news/story/7331/4704552                 和平  2   216
## 3591    https://udn.com/news/story/7331/4704552                 官員  2   216
## 3592    https://udn.com/news/story/7331/4704552                 威脅  2   216
## 3593    https://udn.com/news/story/7331/4704552                 流氓  2   216
## 3594    https://udn.com/news/story/7331/4704552                 涉及  2   216
## 3595    https://udn.com/news/story/7331/4704552                 破壞  2   216
## 3596    https://udn.com/news/story/7331/4704552               國務卿  2   216
## 3597    https://udn.com/news/story/7331/4704552                 堅定  2   216
## 3598    https://udn.com/news/story/7331/4704552                 排除  2   216
## 3599    https://udn.com/news/story/7331/4704552                 猛烈  2   216
## 3600    https://udn.com/news/story/7331/4704552                 就讓  2   216
## 3601    https://udn.com/news/story/7331/4704552               暴風雨  2   216
## 3602    https://udn.com/news/story/7331/4704552             興風作浪  2   216
## 3603    https://udn.com/news/story/7331/4713477                 八架  2   266
## 3604    https://udn.com/news/story/7331/4713477                 升溫  2   266
## 3605    https://udn.com/news/story/7331/4713477               太平洋  2   266
## 3606    https://udn.com/news/story/7331/4713477                 主權  2   266
## 3607    https://udn.com/news/story/7331/4713477                 出現  2   266
## 3608    https://udn.com/news/story/7331/4713477                 本月  2   266
## 3609    https://udn.com/news/story/7331/4713477                 作戰  2   266
## 3610    https://udn.com/news/story/7331/4713477                 角力  2   266
## 3611    https://udn.com/news/story/7331/4713477                 兩艘  2   266
## 3612    https://udn.com/news/story/7331/4713477                 軍演  2   266
## 3613    https://udn.com/news/story/7331/4713477                 島上  2   266
## 3614    https://udn.com/news/story/7331/4713477                 島礁  2   266
## 3615    https://udn.com/news/story/7331/4713477             航空母艦  2   266
## 3616    https://udn.com/news/story/7331/4713477                 控制  2   266
## 3617    https://udn.com/news/story/7331/4713477                 發現  2   266
## 3618    https://udn.com/news/story/7331/4713477                 機庫  2   266
## 3619    https://udn.com/news/story/7331/4713477                 關島  2   266
## 3620    https://udn.com/news/story/7331/4713477               殲擊機  2   266
## 3621    https://udn.com/news/story/7331/4713477               轟炸機  2   266
## 3622    https://udn.com/news/story/7331/4713478                 一帶  2   208
## 3623    https://udn.com/news/story/7331/4713478                 一路  2   208
## 3624    https://udn.com/news/story/7331/4713478               子公司  2   208
## 3625    https://udn.com/news/story/7331/4713478                 分析  2   208
## 3626    https://udn.com/news/story/7331/4713478                 日前  2   208
## 3627    https://udn.com/news/story/7331/4713478                 可能  2   208
## 3628    https://udn.com/news/story/7331/4713478                 角色  2   208
## 3629    https://udn.com/news/story/7331/4713478                 事務  2   208
## 3630    https://udn.com/news/story/7331/4713478                 兩家  2   208
## 3631    https://udn.com/news/story/7331/4713478               東南亞  2   208
## 3632    https://udn.com/news/story/7331/4713478                 股份  2   208
## 3633    https://udn.com/news/story/7331/4713478                 建設  2   208
## 3634    https://udn.com/news/story/7331/4713478                 指出  2   208
## 3635    https://udn.com/news/story/7331/4713478                 計畫  2   208
## 3636    https://udn.com/news/story/7331/4713478                 倡議  2   208
## 3637    https://udn.com/news/story/7331/4713478                 海洋  2   208
## 3638    https://udn.com/news/story/7331/4713478             國有企業  2   208
## 3639    https://udn.com/news/story/7331/4713478               菲律賓  2   208
## 3640    https://udn.com/news/story/7331/4713478                 點名  2   208
## 3641    https://udn.com/news/story/7331/4713478                 霸凌  2   208
## 3642    https://udn.com/news/story/7331/4713855                 外部  2   189
## 3643    https://udn.com/news/story/7331/4713855                 因素  2   189
## 3644    https://udn.com/news/story/7331/4713855                 西沙  2   189
## 3645    https://udn.com/news/story/7331/4713855                 位於  2   189
## 3646    https://udn.com/news/story/7331/4713855                 表示  2   189
## 3647    https://udn.com/news/story/7331/4713855                 海軍  2   189
## 3648    https://udn.com/news/story/7331/4713855                 側衛  2   189
## 3649    https://udn.com/news/story/7331/4713855                 區域  2   189
## 3650    https://udn.com/news/story/7331/4713855                 發現  2   189
## 3651    https://udn.com/news/story/7331/4713855                 照片  2   189
## 3652    https://udn.com/news/story/7331/4713855                 群島  2   189
## 3653    https://udn.com/news/story/7331/4713855               解析度  2   189
## 3654    https://udn.com/news/story/7331/4713855                 認為  2   189
## 3655    https://udn.com/news/story/7331/4713855                 撰文  2   189
## 3656    https://udn.com/news/story/7331/4713855               蓬佩奧  2   189
## 3657    https://udn.com/news/story/7331/4713855                 變體  2   189
## 3658    https://udn.com/news/story/7331/4724139                 一架  2   214
## 3659    https://udn.com/news/story/7331/4724139             一段距離  2   214
## 3660    https://udn.com/news/story/7331/4724139                 反潛  2   214
## 3661    https://udn.com/news/story/7331/4724139                 地區  2   214
## 3662    https://udn.com/news/story/7331/4724139                 行為  2   214
## 3663    https://udn.com/news/story/7331/4724139                 武器  2   214
## 3664    https://udn.com/news/story/7331/4724139                 表示  2   214
## 3665    https://udn.com/news/story/7331/4724139                 信號  2   214
## 3666    https://udn.com/news/story/7331/4724139                 軍機  2   214
## 3667    https://udn.com/news/story/7331/4724139                 軍艦  2   214
## 3668    https://udn.com/news/story/7331/4724139                 飛行  2   214
## 3669    https://udn.com/news/story/7331/4724139                 海軍  2   214
## 3670    https://udn.com/news/story/7331/4724139                 國家  2   214
## 3671    https://udn.com/news/story/7331/4724139                 發射  2   214
## 3672    https://udn.com/news/story/7331/4724139               解放軍  2   214
## 3673    https://udn.com/news/story/7331/4724139                 對方  2   214
## 3674    https://udn.com/news/story/7331/4724139               隸屬於  2   214
## 3675    https://udn.com/news/story/7331/4727917                 上空  2   142
## 3676    https://udn.com/news/story/7331/4727917                 中共  2   142
## 3677    https://udn.com/news/story/7331/4727917           反潛巡邏機  2   142
## 3678    https://udn.com/news/story/7331/4727917                 以西  2   142
## 3679    https://udn.com/news/story/7331/4727917                 台灣  2   142
## 3680    https://udn.com/news/story/7331/4727917                 危險  2   142
## 3681    https://udn.com/news/story/7331/4727917                 局勢  2   142
## 3682    https://udn.com/news/story/7331/4727917                 南部  2   142
## 3683    https://udn.com/news/story/7331/4727917                 封海  2   142
## 3684    https://udn.com/news/story/7331/4727917                 持續  2   142
## 3685    https://udn.com/news/story/7331/4727917                 美軍  2   142
## 3686    https://udn.com/news/story/7331/4727917             美國空軍  2   142
## 3687    https://udn.com/news/story/7331/4727917                 飛行  2   142
## 3688    https://udn.com/news/story/7331/4727917                 禁止  2   142
## 3689    https://udn.com/news/story/7331/4727917               解放軍  2   142
## 3690    https://udn.com/news/story/7331/4727917                 緊張  2   142
## 3691    https://udn.com/news/story/7331/4727917               廣東省  2   142
## 3692    https://udn.com/news/story/7331/4727917                 擅自  2   142
## 3693    https://udn.com/news/story/7331/4727917                 舉行  2   142
## 3694    https://udn.com/news/story/7331/4731672                 一次  2   186
## 3695    https://udn.com/news/story/7331/4731672                 一架  2   186
## 3696    https://udn.com/news/story/7331/4731672                 任務  2   186
## 3697    https://udn.com/news/story/7331/4731672                 共軍  2   186
## 3698    https://udn.com/news/story/7331/4731672                 尖峰  2   186
## 3699    https://udn.com/news/story/7331/4731672                 空域  2   186
## 3700    https://udn.com/news/story/7331/4731672                 指出  2   186
## 3701    https://udn.com/news/story/7331/4731672                 美方  2   186
## 3702    https://udn.com/news/story/7331/4731672                 計算  2   186
## 3703    https://udn.com/news/story/7331/4731672                 軍演  2   186
## 3704    https://udn.com/news/story/7331/4731672                 飛機  2   186
## 3705    https://udn.com/news/story/7331/4731672                 海軍  2   186
## 3706    https://udn.com/news/story/7331/4731672                 偵巡  2   186
## 3707    https://udn.com/news/story/7331/4731672               偵察機  2   186
## 3708    https://udn.com/news/story/7331/4731672                 這段  2   186
## 3709    https://udn.com/news/story/7331/4731672                 幾次  2   186
## 3710    https://udn.com/news/story/7331/4731672                 新高  2   186
## 3711    https://udn.com/news/story/7331/4731672                 逼近  2   186
## 3712    https://udn.com/news/story/7331/4731672                 蒐集  2   186
## 3713    https://udn.com/news/story/7331/4731672                 錄音  2   186
## 3714    https://udn.com/news/story/7331/4731672                 頻率  2   186
## 3715    https://udn.com/news/story/7331/4731750                 公告  2   279
## 3716    https://udn.com/news/story/7331/4731750                 反對  2   279
## 3717    https://udn.com/news/story/7331/4731750                 地區  2   279
## 3718    https://udn.com/news/story/7331/4731750                 巡航  2   279
## 3719    https://udn.com/news/story/7331/4731750                 和平  2   279
## 3720    https://udn.com/news/story/7331/4731750                 抵近  2   279
## 3721    https://udn.com/news/story/7331/4731750                 東海  2   279
## 3722    https://udn.com/news/story/7331/4731750                 直線  2   279
## 3723    https://udn.com/news/story/7331/4731750                 表示  2   279
## 3724    https://udn.com/news/story/7331/4731750                 封海  2   279
## 3725    https://udn.com/news/story/7331/4731750                 政府  2   279
## 3726    https://udn.com/news/story/7331/4731750                 派出  2   279
## 3727    https://udn.com/news/story/7331/4731750                 美軍  2   279
## 3728    https://udn.com/news/story/7331/4731750             美國空軍  2   279
## 3729    https://udn.com/news/story/7331/4731750                 軍機  2   279
## 3730    https://udn.com/news/story/7331/4731750                 特別  2   279
## 3731    https://udn.com/news/story/7331/4731750                 特徵  2   279
## 3732    https://udn.com/news/story/7331/4731750                 偵察  2   279
## 3733    https://udn.com/news/story/7331/4731750                 深處  2   279
## 3734    https://udn.com/news/story/7331/4731750                 進行  2   279
## 3735    https://udn.com/news/story/7331/4731750                 當天  2   279
## 3736    https://udn.com/news/story/7331/4731750               解放軍  2   279
## 3737    https://udn.com/news/story/7331/4731750                 穩定  2   279
## 3738    https://udn.com/news/story/7331/4737312                 一貫  2   291
## 3739    https://udn.com/news/story/7331/4737312                 公約  2   291
## 3740    https://udn.com/news/story/7331/4737312                 主權  2   291
## 3741    https://udn.com/news/story/7331/4737312                 包括  2   291
## 3742    https://udn.com/news/story/7331/4737312                 立場  2   291
## 3743    https://udn.com/news/story/7331/4737312                 多次  2   291
## 3744    https://udn.com/news/story/7331/4737312                 所有  2   291
## 3745    https://udn.com/news/story/7331/4737312                 政客  2   291
## 3746    https://udn.com/news/story/7331/4737312                 是否  2   291
## 3747    https://udn.com/news/story/7331/4737312                 美軍  2   291
## 3748    https://udn.com/news/story/7331/4737312                 軍事  2   291
## 3749    https://udn.com/news/story/7331/4737312               夏威夷  2   291
## 3750    https://udn.com/news/story/7331/4737312               海洋法  2   291
## 3751    https://udn.com/news/story/7331/4737312                 退群  2   291
## 3752    https://udn.com/news/story/7331/4737312                 國際  2   291
## 3753    https://udn.com/news/story/7331/4737312                 開到  2   291
## 3754    https://udn.com/news/story/7331/4737312                 準則  2   291
## 3755    https://udn.com/news/story/7331/4737312               當事國  2   291
## 3756    https://udn.com/news/story/7331/4737312                 製造  2   291
## 3757    https://udn.com/news/story/7331/4737312               聯合國  2   291
## 3758    https://udn.com/news/story/7331/4742714                 一架  2   396
## 3759    https://udn.com/news/story/7331/4742714             一段距離  2   396
## 3760    https://udn.com/news/story/7331/4742714               上半年  2   396
## 3761    https://udn.com/news/story/7331/4742714                 大選  2   396
## 3762    https://udn.com/news/story/7331/4742714                 不會  2   396
## 3763    https://udn.com/news/story/7331/4742714                 今年  2   396
## 3764    https://udn.com/news/story/7331/4742714                 反華  2   396
## 3765    https://udn.com/news/story/7331/4742714                 反潛  2   396
## 3766    https://udn.com/news/story/7331/4742714                 引述  2   396
## 3767    https://udn.com/news/story/7331/4742714               加油機  2   396
## 3768    https://udn.com/news/story/7331/4742714                 包括  2   396
## 3769    https://udn.com/news/story/7331/4742714                 可能  2   396
## 3770    https://udn.com/news/story/7331/4742714                 台灣  2   396
## 3771    https://udn.com/news/story/7331/4742714                 外長  2   396
## 3772    https://udn.com/news/story/7331/4742714                 打破  2   396
## 3773    https://udn.com/news/story/7331/4742714                 本月  2   396
## 3774    https://udn.com/news/story/7331/4742714                 目前  2   396
## 3775    https://udn.com/news/story/7331/4742714                 向西  2   396
## 3776    https://udn.com/news/story/7331/4742714                 多達  2   396
## 3777    https://udn.com/news/story/7331/4742714                 折返  2   396
## 3778    https://udn.com/news/story/7331/4742714                 抵近  2   396
## 3779    https://udn.com/news/story/7331/4742714                 東協  2   396
## 3780    https://udn.com/news/story/7331/4742714                 武器  2   396
## 3781    https://udn.com/news/story/7331/4742714               注意力  2   396
## 3782    https://udn.com/news/story/7331/4742714                 社會  2   396
## 3783    https://udn.com/news/story/7331/4742714                 空中  2   396
## 3784    https://udn.com/news/story/7331/4742714                 近日  2   396
## 3785    https://udn.com/news/story/7331/4742714                 近期  2   396
## 3786    https://udn.com/news/story/7331/4742714                 活動  2   396
## 3787    https://udn.com/news/story/7331/4742714                 派出  2   396
## 3788    https://udn.com/news/story/7331/4742714                 疫情  2   396
## 3789    https://udn.com/news/story/7331/4742714                 相信  2   396
## 3790    https://udn.com/news/story/7331/4742714                 軍機  2   396
## 3791    https://udn.com/news/story/7331/4742714                 面臨  2   396
## 3792    https://udn.com/news/story/7331/4742714                 飛行  2   396
## 3793    https://udn.com/news/story/7331/4742714                 海里  2   396
## 3794    https://udn.com/news/story/7331/4742714                 海岸  2   396
## 3795    https://udn.com/news/story/7331/4742714                 海域  2   396
## 3796    https://udn.com/news/story/7331/4742714                 國家  2   396
## 3797    https://udn.com/news/story/7331/4742714                 國際  2   396
## 3798    https://udn.com/news/story/7331/4742714               國際法  2   396
## 3799    https://udn.com/news/story/7331/4742714                 強硬  2   396
## 3800    https://udn.com/news/story/7331/4742714                 組織  2   396
## 3801    https://udn.com/news/story/7331/4742714                 連續  2   396
## 3802    https://udn.com/news/story/7331/4742714                 提升  2   396
## 3803    https://udn.com/news/story/7331/4742714                 最近  2   396
## 3804    https://udn.com/news/story/7331/4742714                 開到  2   396
## 3805    https://udn.com/news/story/7331/4742714                 準則  2   396
## 3806    https://udn.com/news/story/7331/4742714                 當天  2   396
## 3807    https://udn.com/news/story/7331/4742714                 經濟  2   396
## 3808    https://udn.com/news/story/7331/4742714                 試圖  2   396
## 3809    https://udn.com/news/story/7331/4742714                 廣東  2   396
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## 3811    https://udn.com/news/story/7331/4742714                 機已  2   396
## 3812    https://udn.com/news/story/7331/4742714                 選情  2   396
## 3813    https://udn.com/news/story/7331/4742714             聯合陣線  2   396
## 3814    https://udn.com/news/story/7331/4742714                 轉移  2   396
## 3815    https://udn.com/news/story/7331/4751677                 大型  2   138
## 3816    https://udn.com/news/story/7331/4751677                 中國  2   138
## 3817    https://udn.com/news/story/7331/4751677           反潛巡邏機  2   138
## 3818    https://udn.com/news/story/7331/4751677                 可能  2   138
## 3819    https://udn.com/news/story/7331/4751677                 前往  2   138
## 3820    https://udn.com/news/story/7331/4751677               美海軍  2   138
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## 3822    https://udn.com/news/story/7331/4751677                 偵察  2   138
## 3823    https://udn.com/news/story/7331/4751677                 基線  2   138
## 3824    https://udn.com/news/story/7331/4751677                 進入  2   138
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## 3827    https://udn.com/news/story/7331/4751677                 態勢  2   138
## 3828    https://udn.com/news/story/7331/4751677                 領海  2   138
## 3829    https://udn.com/news/story/7331/4751677                 增加  2   138
## 3830    https://udn.com/news/story/7331/4751677                 範圍  2   138
## 3831    https://udn.com/news/story/7331/4751677                 戰略  2   138
## 3832    https://udn.com/news/story/7331/4751677                 艦載  2   138
## 3833    https://udn.com/news/story/7331/4752420                 小時  2    45
## 3834    https://udn.com/news/story/7331/4752420                 南海  2    45
## 3835    https://udn.com/news/story/7331/4752420                 戰機  2    45
## 3836    https://udn.com/news/story/7331/4785688               十一名  2   121
## 3837    https://udn.com/news/story/7331/4785688                 中美  2   121
## 3838    https://udn.com/news/story/7331/4785688                 五名  2   121
## 3839    https://udn.com/news/story/7331/4785688                 今天  2   121
## 3840    https://udn.com/news/story/7331/4785688                 目標  2   121
## 3841    https://udn.com/news/story/7331/4785688                 美方  2   121
## 3842    https://udn.com/news/story/7331/4785688                 軍事  2   121
## 3843    https://udn.com/news/story/7331/4785688                 展開  2   121
## 3844    https://udn.com/news/story/7331/4785688                 時機  2   121
## 3845    https://udn.com/news/story/7331/4785688                 消息  2   121
## 3846    https://udn.com/news/story/7331/4785688                 敏感  2   121
## 3847    https://udn.com/news/story/7331/4785688                 發布  2   121
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## 3849    https://udn.com/news/story/7331/4785688                 艦艇  2   121
## 3850    https://udn.com/news/story/7331/4803877                 一周  2   157
## 3851    https://udn.com/news/story/7331/4803877                 公告  2   157
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## 3853    https://udn.com/news/story/7331/4803877                 以東  2   157
## 3854    https://udn.com/news/story/7331/4803877                 未來  2   157
## 3855    https://udn.com/news/story/7331/4803877               東南部  2   157
## 3856    https://udn.com/news/story/7331/4803877                 沿海  2   157
## 3857    https://udn.com/news/story/7331/4803877                 青島  2   157
## 3858    https://udn.com/news/story/7331/4803877                 宣布  2   157
## 3859    https://udn.com/news/story/7331/4803877                 扇形  2   157
## 3860    https://udn.com/news/story/7331/4803877               海南島  2   157
## 3861    https://udn.com/news/story/7331/4803877                 航行  2   157
## 3862    https://udn.com/news/story/7331/4803877                 區域  2   157
## 3863    https://udn.com/news/story/7331/4803877                 執行  2   157
## 3864    https://udn.com/news/story/7331/4803877                 將在  2   157
## 3865    https://udn.com/news/story/7331/4803877                 組織  2   157
## 3866    https://udn.com/news/story/7331/4803877               連雲港  2   157
## 3867    https://udn.com/news/story/7331/4803877                 發布  2   157
## 3868    https://udn.com/news/story/7331/4803877                 黃海  2   157
## 3869    https://udn.com/news/story/7331/4803877                 粵東  2   157
## 3870    https://udn.com/news/story/7331/4803877                 警告  2   157
## 3871    https://udn.com/news/story/7331/4813671                 之間  2   140
## 3872    https://udn.com/news/story/7331/4813671                 公里  2   140
## 3873    https://udn.com/news/story/7331/4813671                 反艦  2   140
## 3874    https://udn.com/news/story/7331/4813671                 活動  2   140
## 3875    https://udn.com/news/story/7331/4813671                 美國  2   140
## 3876    https://udn.com/news/story/7331/4813671                 射程  2   140
## 3877    https://udn.com/news/story/7331/4813671                 能力  2   140
## 3878    https://udn.com/news/story/7331/4813671                 殺手  2   140
## 3879    https://udn.com/news/story/7331/4813671                 彈頭  2   140
## 3880    https://udn.com/news/story/7331/4813671                 導彈  2   140
## 3881    https://udn.com/news/story/7331/4814984                 干涉  2    91
## 3882    https://udn.com/news/story/7331/4814984                 內政  2    91
## 3883    https://udn.com/news/story/7331/4814984                 反對  2    91
## 3884    https://udn.com/news/story/7331/4814984               外交部  2    91
## 3885    https://udn.com/news/story/7331/4814984                 立堅  2    91
## 3886    https://udn.com/news/story/7331/4814984                 完全  2    91
## 3887    https://udn.com/news/story/7331/4814984                 制裁  2    91
## 3888    https://udn.com/news/story/7331/4814984                 建設  2    91
## 3889    https://udn.com/news/story/7331/4814984                 相關  2    91
## 3890    https://udn.com/news/story/7331/4814984                 美方  2    91
## 3891    https://udn.com/news/story/7331/4814984                 軍事  2    91
## 3892    https://udn.com/news/story/7331/4814984                 參與  2    91
## 3893    https://udn.com/news/story/7331/4814984                 堅決  2    91
## 3894    https://udn.com/news/story/7331/4816369                 公司  2   253
## 3895    https://udn.com/news/story/7331/4816369                 水域  2   253
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## 3897    https://udn.com/news/story/7331/4816369                 行為  2   253
## 3898    https://udn.com/news/story/7331/4816369                 兵力  2   253
## 3899    https://udn.com/news/story/7331/4816369                 制裁  2   253
## 3900    https://udn.com/news/story/7331/4816369                 東風  2   253
## 3901    https://udn.com/news/story/7331/4816369                 南部  2   253
## 3902    https://udn.com/news/story/7331/4816369                 建設  2   253
## 3903    https://udn.com/news/story/7331/4816369                 指出  2   253
## 3904    https://udn.com/news/story/7331/4816369                 挑戰  2   253
## 3905    https://udn.com/news/story/7331/4816369                 挑釁  2   253
## 3906    https://udn.com/news/story/7331/4816369                 畏懼  2   253
## 3907    https://udn.com/news/story/7331/4816369                 相關  2   253
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## 3911    https://udn.com/news/story/7331/4816369                 意志  2   253
## 3912    https://udn.com/news/story/7331/4816369                 認為  2   253
## 3913    https://udn.com/news/story/7331/4816369                 戰區  2   253
## 3914    https://udn.com/news/story/7331/4816369                 謹慎  2   253
## 3915    https://udn.com/news/story/7331/4816369                 嚴格  2   253
## 3916    https://udn.com/news/story/7331/4817559               外交部  2    97
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## 3918    https://udn.com/news/story/7331/4817559                 安全  2    97
## 3919    https://udn.com/news/story/7331/4817559                 例行  2    97
## 3920    https://udn.com/news/story/7331/4817559                 挑釁  2    97
## 3921    https://udn.com/news/story/7331/4817559                 軍事  2    97
## 3922    https://udn.com/news/story/7331/4817559                 針對  2    97
## 3923    https://udn.com/news/story/7331/4817559                 對此  2    97
## 3924    https://udn.com/news/story/7331/4817559                 穩定  2    97
## 3925    https://udn.com/news/story/7331/4832251               小圈子  2   233
## 3926    https://udn.com/news/story/7331/4832251                 已成  2   233
## 3927    https://udn.com/news/story/7331/4832251             中美關係  2   233
## 3928    https://udn.com/news/story/7331/4832251           中國外交部  2   233
## 3929    https://udn.com/news/story/7331/4832251                 介入  2   233
## 3930    https://udn.com/news/story/7331/4832251                 反華  2   233
## 3931    https://udn.com/news/story/7331/4832251                 日本  2   233
## 3932    https://udn.com/news/story/7331/4832251                 北約  2   233
## 3933    https://udn.com/news/story/7331/4832251                 全球  2   233
## 3934    https://udn.com/news/story/7331/4832251                 印度  2   233
## 3935    https://udn.com/news/story/7331/4832251                 自由  2   233
## 3936    https://udn.com/news/story/7331/4832251                 冷戰  2   233
## 3937    https://udn.com/news/story/7331/4832251                 利益  2   233
## 3938    https://udn.com/news/story/7331/4832251                 批評  2   233
## 3939    https://udn.com/news/story/7331/4832251                 並指  2   233
## 3940    https://udn.com/news/story/7331/4832251                 事務  2   233
## 3941    https://udn.com/news/story/7331/4832251                 亞洲  2   233
## 3942    https://udn.com/news/story/7331/4832251                 和平  2   233
## 3943    https://udn.com/news/story/7331/4832251               和澳洲  2   233
## 3944    https://udn.com/news/story/7331/4832251                 奉行  2   233
## 3945    https://udn.com/news/story/7331/4832251                 拉攏  2   233
## 3946    https://udn.com/news/story/7331/4832251                 東協  2   233
## 3947    https://udn.com/news/story/7331/4832251                 表示  2   233
## 3948    https://udn.com/news/story/7331/4832251                 威脅  2   233
## 3949    https://udn.com/news/story/7331/4832251                 思維  2   233
## 3950    https://udn.com/news/story/7331/4832251                 航行  2   233
## 3951    https://udn.com/news/story/7331/4832251                 國際  2   233
## 3952    https://udn.com/news/story/7331/4832251               絆腳石  2   233
## 3953    https://udn.com/news/story/7331/4832251                 最大  2   233
## 3954    https://udn.com/news/story/7331/4832251                 發展  2   233
## 3955    https://udn.com/news/story/7331/4832251                 舉行  2   233
## 3956    https://udn.com/news/story/7331/4832251                 穩定  2   233
## 3957    https://udn.com/news/story/7331/4832251                 攪局  2   233
## 3958    https://udn.com/news/story/7331/4832251                 顯示  2   233
## 3959    https://udn.com/news/story/7331/4832768                 共同  2   111
## 3960    https://udn.com/news/story/7331/4832768                 利益  2   111
## 3961    https://udn.com/news/story/7331/4832768                 和平  2   111
## 3962    https://udn.com/news/story/7331/4832768                 東協  2   111
## 3963    https://udn.com/news/story/7331/4832768                 表示  2   111
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## 3965    https://udn.com/news/story/7331/4832768                 最大  2   111
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## 3968    https://udn.com/news/story/7331/4834648                 一些  2   349
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## 3976    https://udn.com/news/story/7331/4834648                 吳謙  2   349
## 3977    https://udn.com/news/story/7331/4834648                 兩國  2   349
## 3978    https://udn.com/news/story/7331/4834648                 和平  2   349
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## 3984    https://udn.com/news/story/7331/4834648                 美國  2   349
## 3985    https://udn.com/news/story/7331/4834648                 飛行  2   349
## 3986    https://udn.com/news/story/7331/4834648                 消失  2   349
## 3987    https://udn.com/news/story/7331/4834648                 真實  2   349
## 3988    https://udn.com/news/story/7331/4834648                 偵察  2   349
## 3989    https://udn.com/news/story/7331/4834648               國防部  2   349
## 3990    https://udn.com/news/story/7331/4834648                 堅定  2   349
## 3991    https://udn.com/news/story/7331/4834648                 將是  2   349
## 3992    https://udn.com/news/story/7331/4834648                 專家  2   349
## 3993    https://udn.com/news/story/7331/4834648                 情況  2   349
## 3994    https://udn.com/news/story/7331/4834648                 接近  2   349
## 3995    https://udn.com/news/story/7331/4834648                 推測  2   349
## 3996    https://udn.com/news/story/7331/4834648                 報導  2   349
## 3997    https://udn.com/news/story/7331/4834648                 虛假  2   349
## 3998    https://udn.com/news/story/7331/4834648                 極具  2   349
## 3999    https://udn.com/news/story/7331/4834648                 雷達  2   349
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## 4001    https://udn.com/news/story/7331/4834648               管制區  2   349
## 4002    https://udn.com/news/story/7331/4834648                 認為  2   349
## 4003    https://udn.com/news/story/7331/4834648                 領空  2   349
## 4004    https://udn.com/news/story/7331/4834648                 增加  2   349
## 4005    https://udn.com/news/story/7331/4834648               應答機  2   349
## 4006    https://udn.com/news/story/7331/4834648                 關係  2   349
## 4007    https://udn.com/news/story/7331/4834648                 屬實  2   349
## 4008    https://udn.com/news/story/7331/4834648             顯而易見  2   349
## 4009    https://udn.com/news/story/7331/4849422                 介入  2   272
## 4010    https://udn.com/news/story/7331/4849422               王毅還  2   272
## 4011    https://udn.com/news/story/7331/4849422                 出於  2   272
## 4012    https://udn.com/news/story/7331/4849422                 包括  2   272
## 4013    https://udn.com/news/story/7331/4849422                 外長  2   272
## 4014    https://udn.com/news/story/7331/4849422                 各國  2   272
## 4015    https://udn.com/news/story/7331/4849422                 成為  2   272
## 4016    https://udn.com/news/story/7331/4849422                 利益  2   272
## 4017    https://udn.com/news/story/7331/4849422                 每次  2   272
## 4018    https://udn.com/news/story/7331/4849422                 和平  2   272
## 4019    https://udn.com/news/story/7331/4849422                 東亞  2   272
## 4020    https://udn.com/news/story/7331/4849422                 東協  2   272
## 4021    https://udn.com/news/story/7331/4849422                 武力  2   272
## 4022    https://udn.com/news/story/7331/4849422                 爭端  2   272
## 4023    https://udn.com/news/story/7331/4849422                 直接  2   272
## 4024    https://udn.com/news/story/7331/4849422                 炫耀  2   272
## 4025    https://udn.com/news/story/7331/4849422                 峰會  2   272
## 4026    https://udn.com/news/story/7331/4849422                 國內  2   272
## 4027    https://udn.com/news/story/7331/4849422                 國際  2   272
## 4028    https://udn.com/news/story/7331/4849422                 域外  2   272
## 4029    https://udn.com/news/story/7331/4849422                 推手  2   272
## 4030    https://udn.com/news/story/7331/4849422                 部署  2   272
## 4031    https://udn.com/news/story/7331/4849422                 發展  2   272
## 4032    https://udn.com/news/story/7331/4849422                 搞亂  2   272
## 4033    https://udn.com/news/story/7331/4849422                 製造  2   272
## 4034    https://udn.com/news/story/7331/4849422                 需要  2   272
## 4035    https://udn.com/news/story/7331/4866729                 目標  2   103
## 4036    https://udn.com/news/story/7331/4866729                 抵近  2   103
## 4037    https://udn.com/news/story/7331/4866729                 架次  2   103
## 4038    https://udn.com/news/story/7331/4866729             美國空軍  2   103
## 4039    https://udn.com/news/story/7331/4866729                 飛機  2   103
## 4040    https://udn.com/news/story/7331/4866729               高強度  2   103
## 4041    https://udn.com/news/story/7331/4866729                 偵察  2   103
## 4042    https://udn.com/news/story/7331/4866729               偵察機  2   103
## 4043    https://udn.com/news/story/7331/4866729                 進入  2   103
## 4044    https://udn.com/news/story/7331/4866729                 實施  2   103
## 4045    https://udn.com/news/story/7331/4883732                 大陸  2   121
## 4046    https://udn.com/news/story/7331/4883732                 挑釁  2   121
## 4047    https://udn.com/news/story/7331/4883732                 美方  2   121
## 4048    https://udn.com/news/story/7331/4883732                 美軍  2   121
## 4049    https://udn.com/news/story/7331/4883732               美海軍  2   121
## 4050    https://udn.com/news/story/7331/4883732                 軍機  2   121
## 4051    https://udn.com/news/story/7331/4883732               國防部  2   121
## 4052    https://udn.com/news/story/7331/4883732                 堅定  2   121
## 4053    https://udn.com/news/story/7331/4883732                 進行  2   121
## 4054    https://udn.com/news/story/7331/4883732                 黃海  2   121
## 4055    https://udn.com/news/story/7331/4883732                 感知  2   121
## 4056    https://udn.com/news/story/7331/4883732                 態勢  2   121
## 4057    https://udn.com/news/story/7331/4883732                 戰略  2   121
## 4058    https://udn.com/news/story/7331/4895326                 一些  2   232
## 4059    https://udn.com/news/story/7331/4895326                 大陸  2   232
## 4060    https://udn.com/news/story/7331/4895326                 不要  2   232
## 4061    https://udn.com/news/story/7331/4895326                 主要  2   232
## 4062    https://udn.com/news/story/7331/4895326                 加強  2   232
## 4063    https://udn.com/news/story/7331/4895326                 民事  2   232
## 4064    https://udn.com/news/story/7331/4895326                 和平  2   232
## 4065    https://udn.com/news/story/7331/4895326                 社會  2   232
## 4066    https://udn.com/news/story/7331/4895326                 建設  2   232
## 4067    https://udn.com/news/story/7331/4895326                 堅定  2   232
## 4068    https://udn.com/news/story/7331/4895326                 推手  2   232
## 4069    https://udn.com/news/story/7331/4895326                 搞亂  2   232
## 4070    https://udn.com/news/story/7331/4895326                 群島  2   232
## 4071    https://udn.com/news/story/7331/4895326                 需求  2   232
## 4072    https://udn.com/news/story/7331/4895326                 穩定  2   232
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## 4074    https://udn.com/news/story/7331/4899934                 交通  2   164
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## 4078    https://udn.com/news/story/7331/4899934                 保障  2   164
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## 4084    https://udn.com/news/story/7331/4899934                 應急  2   164
## 4085    https://udn.com/news/story/7331/4922504                 士兵  2   262
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## 4091    https://udn.com/news/story/7331/4922504                 利用  2   262
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## 4094    https://udn.com/news/story/7331/4922504                 美軍  2   262
## 4095    https://udn.com/news/story/7331/4922504                 海空  2   262
## 4096    https://udn.com/news/story/7331/4922504                 停擺  2   262
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## 4098    https://udn.com/news/story/7331/4922504                 採取  2   262
## 4099    https://udn.com/news/story/7331/4922504                 接受  2   262
## 4100    https://udn.com/news/story/7331/4922504                 準則  2   262
## 4101    https://udn.com/news/story/7331/4922504                 管控  2   262
## 4102    https://udn.com/news/story/7331/4922504                 認為  2   262
## 4103    https://udn.com/news/story/7331/4922504                 磋商  2   262
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## 4108    https://udn.com/news/story/7331/4926456                 中國  2   128
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## 4110    https://udn.com/news/story/7331/4926456                 全面  2   128
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## 4112    https://udn.com/news/story/7331/4926456                 里夫  2   128
## 4113    https://udn.com/news/story/7331/4926456                 南海  2   128
## 4114    https://udn.com/news/story/7331/4926456                 宣布  2   128
## 4115    https://udn.com/news/story/7331/4926456                 洛欽  2   128
## 4116    https://udn.com/news/story/7331/4926456                 疫苗  2   128
## 4117    https://udn.com/news/story/7331/4926456                 倡議  2   128
## 4118    https://udn.com/news/story/7331/4926456             海灣地區  2   128
## 4119    https://udn.com/news/story/7331/4926456                 報導  2   128
## 4120    https://udn.com/news/story/7331/4926456                 菲方  2   128
## 4121    https://udn.com/news/story/7331/4926456                 雲南  2   128
## 4122    https://udn.com/news/story/7331/4926456                 搭建  2   128
## 4123    https://udn.com/news/story/7331/4926456                 會談  2   128
## 4124    https://udn.com/news/story/7331/4926456                 對話  2   128
## 4125    https://udn.com/news/story/7331/4926456                 騰衝  2   128
## 4126    https://udn.com/news/story/7331/5039328               大管家  2   198
## 4127    https://udn.com/news/story/7331/5039328                 主持  2   198
## 4128    https://udn.com/news/story/7331/5039328                 並在  2   198
## 4129    https://udn.com/news/story/7331/5039328               委員會  2   198
## 4130    https://udn.com/news/story/7331/5039328                 重返  2   198
## 4131    https://udn.com/news/story/7331/5039328                 常務  2   198
## 4132    https://udn.com/news/story/7331/5039328                 接替  2   198
## 4133    https://udn.com/news/story/7331/5039328                 這次  2   198
## 4134    https://udn.com/news/story/7331/5039328                 報導  2   198
## 4135    https://udn.com/news/story/7331/5039328                 戰書  2   198
## 4136    https://udn.com/news/story/7331/5220062                 出現  2    90
## 4137    https://udn.com/news/story/7331/5220062                 南海  2    90
## 4138    https://udn.com/news/story/7331/5220062                 軍人  2    90
## 4139    https://udn.com/news/story/7331/5220062               解放軍  2    90
## 4140    https://udn.com/news/story/7331/5220062                 寫道  2    90
## 4141    https://udn.com/news/story/7331/5220062                 環境  2    90
## 4142    https://udn.com/news/story/7331/5235138                 中共  2    99
## 4143    https://udn.com/news/story/7331/5235138                 主權  2    99
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## 4145    https://udn.com/news/story/7331/5235138                 安全  2    99
## 4146    https://udn.com/news/story/7331/5235138               解放軍  2    99
## 4147    https://udn.com/news/story/7331/5235138                 穩定  2    99
## 4148    https://udn.com/news/story/7331/5285610                 一艘  2   128
## 4149    https://udn.com/news/story/7331/5285610                 不要  2   128
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## 4153    https://udn.com/news/story/7331/5285610                 和平  2   128
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## 4157    https://udn.com/news/story/7331/5285610                 飛越  2   128
## 4158    https://udn.com/news/story/7331/5285610                 海軍  2   128
## 4159    https://udn.com/news/story/7331/5285610                 進入  2   128
## 4160    https://udn.com/news/story/7331/5285610                 準備  2   128
## 4161    https://udn.com/news/story/7331/5287493                 一些  2   428
## 4162    https://udn.com/news/story/7331/5287493                 不同  2   428
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## 4166    https://udn.com/news/story/7331/5287493                 加強  2   428
## 4167    https://udn.com/news/story/7331/5287493                 市場  2   428
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## 4170    https://udn.com/news/story/7331/5287493                 技術  2   428
## 4171    https://udn.com/news/story/7331/5287493               事實上  2   428
## 4172    https://udn.com/news/story/7331/5287493                 和平  2   428
## 4173    https://udn.com/news/story/7331/5287493                 服務  2   428
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## 4175    https://udn.com/news/story/7331/5287493             門戶開放  2   428
## 4176    https://udn.com/news/story/7331/5287493                 拜登  2   428
## 4177    https://udn.com/news/story/7331/5287493                 指出  2   428
## 4178    https://udn.com/news/story/7331/5287493                 政策  2   428
## 4179    https://udn.com/news/story/7331/5287493                 相對  2   428
## 4180    https://udn.com/news/story/7331/5287493               致力於  2   428
## 4181    https://udn.com/news/story/7331/5287493                 重建  2   428
## 4182    https://udn.com/news/story/7331/5287493                 容易  2   428
## 4183    https://udn.com/news/story/7331/5287493                 國際  2   428
## 4184    https://udn.com/news/story/7331/5287493                 強力  2   428
## 4185    https://udn.com/news/story/7331/5287493                 採取  2   428
## 4186    https://udn.com/news/story/7331/5287493                 現在  2   428
## 4187    https://udn.com/news/story/7331/5287493               無論是  2   428
## 4188    https://udn.com/news/story/7331/5287493               短期內  2   428
## 4189    https://udn.com/news/story/7331/5287493                 超越  2   428
## 4190    https://udn.com/news/story/7331/5287493               越來越  2   428
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## 4192    https://udn.com/news/story/7331/5287493             意識形態  2   428
## 4193    https://udn.com/news/story/7331/5287493                 溝通  2   428
## 4194    https://udn.com/news/story/7331/5287493                 盟國  2   428
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## 4197    https://udn.com/news/story/7331/5287493                 維護  2   428
## 4198    https://udn.com/news/story/7331/5287493                 認為  2   428
## 4199    https://udn.com/news/story/7331/5287493                 障礙  2   428
## 4200    https://udn.com/news/story/7331/5287493                 摩擦  2   428
## 4201    https://udn.com/news/story/7331/5287493                 衝突  2   428
## 4202    https://udn.com/news/story/7331/5287493                 擁有  2   428
## 4203    https://udn.com/news/story/7331/5287493                 雙方  2   428
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## 4205    https://udn.com/news/story/7331/5294249                 一面  2   279
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## 4210    https://udn.com/news/story/7331/5294249               太平洋  2   279
## 4211    https://udn.com/news/story/7331/5294249                 仲裁  2   279
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## 4213    https://udn.com/news/story/7331/5294249             伊麗莎白  2   279
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## 4220    https://udn.com/news/story/7331/5294249                 官員  2   279
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## 4222    https://udn.com/news/story/7331/5294249             南中國海  2   279
## 4223    https://udn.com/news/story/7331/5294249                 建立  2   279
## 4224    https://udn.com/news/story/7331/5294249                 指出  2   279
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## 4226    https://udn.com/news/story/7331/5294249                 活動  2   279
## 4227    https://udn.com/news/story/7331/5294249                 島嶼  2   279
## 4228    https://udn.com/news/story/7331/5294249               海洋法  2   279
## 4229    https://udn.com/news/story/7331/5294249                 海域  2   279
## 4230    https://udn.com/news/story/7331/5294249             航空母艦  2   279
## 4231    https://udn.com/news/story/7331/5294249                 區域  2   279
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## 4233    https://udn.com/news/story/7331/5294249                 規則  2   279
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## 4235    https://udn.com/news/story/7331/5294249             朝鮮半島  2   279
## 4236    https://udn.com/news/story/7331/5294249                 開赴  2   279
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## 4238    https://udn.com/news/story/7331/5294249                 路線  2   279
## 4239    https://udn.com/news/story/7331/5294249                 預定  2   279
## 4240    https://udn.com/news/story/7331/5294249                 對此  2   279
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## 4242    https://udn.com/news/story/7331/5294249                 戰鬥  2   279
## 4243    https://udn.com/news/story/7331/5294249                 擁有  2   279
## 4244    https://udn.com/news/story/7331/5294249                 澳洲  2   279
## 4245    https://udn.com/news/story/7331/5294249             環球時報  2   279
## 4246    https://udn.com/news/story/7331/5294249               聯合國  2   279
## 4247    https://udn.com/news/story/7331/5301066                 一些  2   270
## 4248    https://udn.com/news/story/7331/5301066                 不要  2   270
## 4249    https://udn.com/news/story/7331/5301066                 出席  2   270
## 4250    https://udn.com/news/story/7331/5301066                 外媒  2   270
## 4251    https://udn.com/news/story/7331/5301066                 希望  2   270
## 4252    https://udn.com/news/story/7331/5301066                 沒有  2   270
## 4253    https://udn.com/news/story/7331/5301066                 始終  2   270
## 4254    https://udn.com/news/story/7331/5301066                 空間  2   270
## 4255    https://udn.com/news/story/7331/5301066                 恪守  2   270
## 4256    https://udn.com/news/story/7331/5301066                 政治  2   270
## 4257    https://udn.com/news/story/7331/5301066                 政客  2   270
## 4258    https://udn.com/news/story/7331/5301066                 看待  2   270
## 4259    https://udn.com/news/story/7331/5301066                 原則  2   270
## 4260    https://udn.com/news/story/7331/5301066                 涉及  2   270
## 4261    https://udn.com/news/story/7331/5301066                 破壞  2   270
## 4262    https://udn.com/news/story/7331/5301066                 退讓  2   270
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## 4264    https://udn.com/news/story/7331/5301066                 堅稱  2   270
## 4265    https://udn.com/news/story/7331/5301066             意識形態  2   270
## 4266    https://udn.com/news/story/7331/5301066                 會議  2   270
## 4267    https://udn.com/news/story/7331/5301066                 操弄  2   270
## 4268    https://udn.com/news/story/7331/5309836                 大陸  2   100
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## 4270    https://udn.com/news/story/7331/5309836               沙利文  2   100
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## 4273    https://udn.com/news/story/7331/5309836                 南海  2   100
## 4274    https://udn.com/news/story/7331/5309836                 宣布  2   100
## 4275    https://udn.com/news/story/7331/5309836               海事局  2   100
## 4276    https://udn.com/news/story/7331/5309836                 問題  2   100
## 4277    https://udn.com/news/story/7331/5309836                 將於  2   100
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## 4281    https://udn.com/news/story/7331/5358554                 大陸  2    86
## 4282    https://udn.com/news/story/7331/5358554                 中方  2    86
## 4283    https://udn.com/news/story/7331/5358554                 主權  2    86
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## 4285    https://udn.com/news/story/7331/5358554                 海域  2    86
## 4286    https://udn.com/news/story/7331/5358554                 漁船  2    86
## 4287    https://udn.com/news/story/7331/5359369                 大陸  2   121
## 4288    https://udn.com/news/story/7331/5359369                 不要  2   121
## 4289    https://udn.com/news/story/7331/5359369                 引述  2   121
## 4290    https://udn.com/news/story/7331/5359369                 汶萊  2   121
## 4291    https://udn.com/news/story/7331/5359369                 海軍  2   121
## 4292    https://udn.com/news/story/7331/5359369                 航經  2   121
## 4293    https://udn.com/news/story/7331/5359369                 國家  2   121
## 4294    https://udn.com/news/story/7331/5359369                 媒體  2   121
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## 4298    https://udn.com/news/story/7331/5359369                 戰略  2   121
## 4299    https://udn.com/news/story/7331/5365152                 中國  2   217
## 4300    https://udn.com/news/story/7331/5365152                 日本  2   217
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## 4302    https://udn.com/news/story/7331/5365152             北京大學  2   217
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## 4306    https://udn.com/news/story/7331/5365152                 活動  2   217
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## 4310    https://udn.com/news/story/7331/5365152                 海洋  2   217
## 4311    https://udn.com/news/story/7331/5365152                 神盾  2   217
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## 4313    https://udn.com/news/story/7331/5365152               針對性  2   217
## 4314    https://udn.com/news/story/7331/5365152                 駛入  2   217
## 4315    https://udn.com/news/story/7331/5365152                 頻頻  2   217
## 4316    https://udn.com/news/story/7331/5365152                 艦隊  2   217
## 4317    https://udn.com/news/story/7331/5388998             一段時間  2   126
## 4318    https://udn.com/news/story/7331/5388998                 上述  2   126
## 4319    https://udn.com/news/story/7331/5388998                 大陸  2   126
## 4320    https://udn.com/news/story/7331/5388998                 列島  2   126
## 4321    https://udn.com/news/story/7331/5388998                 早上  2   126
## 4322    https://udn.com/news/story/7331/5388998                 每天  2   126
## 4323    https://udn.com/news/story/7331/5388998                 南澎  2   126
## 4324    https://udn.com/news/story/7331/5388998                 活動  2   126
## 4325    https://udn.com/news/story/7331/5388998                 美國  2   126
## 4326    https://udn.com/news/story/7331/5388998                 軍事  2   126
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## 4330    https://udn.com/news/story/7331/5388998                 實戰  2   126
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## 4332    https://udn.com/news/story/7331/5393116                 一架  2   100
## 4333    https://udn.com/news/story/7331/5393116                 作業  2   100
## 4334    https://udn.com/news/story/7331/5393116             美國空軍  2   100
## 4335    https://udn.com/news/story/7331/5393116                 偵探  2   100
## 4336    https://udn.com/news/story/7331/5393116                 偵察  2   100
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## 4339    https://udn.com/news/story/7331/5401625                 一些  2   202
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## 4348    https://udn.com/news/story/7331/5401625                 表示  2   202
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## 4350    https://udn.com/news/story/7331/5401625                 軍事  2   202
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## 4364    https://udn.com/news/story/7331/5404677                 西沙  2   102
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## 4367    https://udn.com/news/story/7331/5404677                 活動  2   102
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## 4374    https://udn.com/news/story/7332/4388480                 包括  2   184
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## 4383    https://udn.com/news/story/7332/4388480                 商鋪  2   184
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## 4422    https://udn.com/news/story/7332/4876640                 建設  2   280
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## 4426    https://udn.com/news/story/7332/4876640                 萬噸  2   280
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## 4430    https://udn.com/news/story/7333/4665178           日本共同社  2    77
## 4431    https://udn.com/news/story/7333/4665178                 打仗  2    77
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## 4434    https://udn.com/news/story/7333/4665178                 軍事  2    77
## 4435    https://udn.com/news/story/7333/4665178                 訓練  2    77
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## 4542  https://udn.com/news/story/120675/4281503                 訊息  1   264
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## 4571  https://udn.com/news/story/120675/4281503       湖北省人民醫院  1   264
## 4572  https://udn.com/news/story/120675/4281503                 發出  1   264
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## 4577  https://udn.com/news/story/120675/4281503                 診斷  1   264
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## 6571    https://udn.com/news/story/6809/4565919   美國有線電視新聞網  1   372
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## 6592    https://udn.com/news/story/6809/4565919                 航線  1   372
## 6593    https://udn.com/news/story/6809/4565919             馬來西亞  1   372
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## 6597    https://udn.com/news/story/6809/4565919               國務卿  1   372
## 6598    https://udn.com/news/story/6809/4565919               國際法  1   372
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## 6659    https://udn.com/news/story/6809/4565919                 儲藏  1   372
## 6660    https://udn.com/news/story/6809/4565919                 總統  1   372
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## 6664    https://udn.com/news/story/6809/4565919                 隱匿  1   372
## 6665    https://udn.com/news/story/6809/4565919                 黛斯  1   372
## 6666    https://udn.com/news/story/6809/4565919                 擴散  1   372
## 6667    https://udn.com/news/story/6809/4565919               羅斯福  1   372
## 6668    https://udn.com/news/story/6809/4565919                 關切  1   372
## 6669    https://udn.com/news/story/6809/4565919                 關鍵  1   372
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## 6672    https://udn.com/news/story/6809/4565919                 蘊藏  1   372
## 6673    https://udn.com/news/story/6809/4565919                 霸凌  1   372
## 6674    https://udn.com/news/story/6809/4565919               驅逐艦  1   372
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## 6676    https://udn.com/news/story/6809/4651251                 一同  1   205
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## 6688    https://udn.com/news/story/6809/4651251                 可能  1   205
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## 6692    https://udn.com/news/story/6809/4651251                 共同  1   205
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## 6700    https://udn.com/news/story/6809/4651251             百事可樂  1   205
## 6701    https://udn.com/news/story/6809/4651251                 自由  1   205
## 6702    https://udn.com/news/story/6809/4651251             至關重要  1   205
## 6703    https://udn.com/news/story/6809/4651251             西太平洋  1   205
## 6704    https://udn.com/news/story/6809/4651251                 位處  1   205
## 6705    https://udn.com/news/story/6809/4651251                 作戰  1   205
## 6706    https://udn.com/news/story/6809/4651251                 呂宋  1   205
## 6707    https://udn.com/news/story/6809/4651251                 告訴  1   205
## 6708    https://udn.com/news/story/6809/4651251                 局面  1   205
## 6709    https://udn.com/news/story/6809/4651251                 局勢  1   205
## 6710    https://udn.com/news/story/6809/4651251                 巡航  1   205
## 6711    https://udn.com/news/story/6809/4651251                 技巧  1   205
## 6712    https://udn.com/news/story/6809/4651251                 防空  1   205
## 6713    https://udn.com/news/story/6809/4651251               防禦性  1   205
## 6714    https://udn.com/news/story/6809/4651251                 來說  1   205
## 6715    https://udn.com/news/story/6809/4651251                 兩艘  1   205
## 6716    https://udn.com/news/story/6809/4651251                 協同  1   205
## 6717    https://udn.com/news/story/6809/4651251             協同作戰  1   205
## 6718    https://udn.com/news/story/6809/4651251                 知道  1   205
## 6719    https://udn.com/news/story/6809/4651251                 空戰  1   205
## 6720    https://udn.com/news/story/6809/4651251                 表示  1   205
## 6721    https://udn.com/news/story/6809/4651251               近距離  1   205
## 6722    https://udn.com/news/story/6809/4651251             長久以來  1   205
## 6723    https://udn.com/news/story/6809/4651251                 門戶  1   205
## 6724    https://udn.com/news/story/6809/4651251                 疫情  1   205
## 6725    https://udn.com/news/story/6809/4651251                 美方  1   205
## 6726    https://udn.com/news/story/6809/4651251               致力於  1   205
## 6727    https://udn.com/news/story/6809/4651251                 軍力  1   205
## 6728    https://udn.com/news/story/6809/4651251               韋瑞西  1   205
## 6729    https://udn.com/news/story/6809/4651251                 飛機  1   205
## 6730    https://udn.com/news/story/6809/4651251                 首次  1   205
## 6731    https://udn.com/news/story/6809/4651251                 捍衛  1   205
## 6732    https://udn.com/news/story/6809/4651251                 時報  1   205
## 6733    https://udn.com/news/story/6809/4651251                 海洋  1   205
## 6734    https://udn.com/news/story/6809/4651251                 海峽  1   205
## 6735    https://udn.com/news/story/6809/4651251                 能耐  1   205
## 6736    https://udn.com/news/story/6809/4651251               航艦位  1   205
## 6737    https://udn.com/news/story/6809/4651251                 訓練  1   205
## 6738    https://udn.com/news/story/6809/4651251                 追查  1   205
## 6739    https://udn.com/news/story/6809/4651251                 停產  1   205
## 6740    https://udn.com/news/story/6809/4651251                 停業  1   205
## 6741    https://udn.com/news/story/6809/4651251                 偵察  1   205
## 6742    https://udn.com/news/story/6809/4651251             國際水域  1   205
## 6743    https://udn.com/news/story/6809/4651251                 基地  1   205
## 6744    https://udn.com/news/story/6809/4651251                 強大  1   205
## 6745    https://udn.com/news/story/6809/4651251             強而有力  1   205
## 6746    https://udn.com/news/story/6809/4651251                 接觸  1   205
## 6747    https://udn.com/news/story/6809/4651251                 清楚  1   205
## 6748    https://udn.com/news/story/6809/4651251                 第九  1   205
## 6749    https://udn.com/news/story/6809/4651251               第十一  1   205
## 6750    https://udn.com/news/story/6809/4651251                 這是  1   205
## 6751    https://udn.com/news/story/6809/4651251                 造福  1   205
## 6752    https://udn.com/news/story/6809/4651251                 部發  1   205
## 6753    https://udn.com/news/story/6809/4651251                 部署  1   205
## 6754    https://udn.com/news/story/6809/4651251                 報導  1   205
## 6755    https://udn.com/news/story/6809/4651251                 提升  1   205
## 6756    https://udn.com/news/story/6809/4651251                 發布  1   205
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## 6758    https://udn.com/news/story/6809/4651251               菲律賓  1   205
## 6759    https://udn.com/news/story/6809/4651251                 進入  1   205
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## 6774    https://udn.com/news/story/6809/4651251                 數據  1   205
## 6775    https://udn.com/news/story/6809/4651251                 確診  1   205
## 6776    https://udn.com/news/story/6809/4651251                 複雜  1   205
## 6777    https://udn.com/news/story/6809/4651251                 駛離  1   205
## 6778    https://udn.com/news/story/6809/4651251                 機會  1   205
## 6779    https://udn.com/news/story/6809/4651251               橫須賀  1   205
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## 6781    https://udn.com/news/story/6809/4651251                 環境  1   205
## 6782    https://udn.com/news/story/6809/4651251                 聯合  1   205
## 6783    https://udn.com/news/story/6809/4651251                 趨緊  1   205
## 6784    https://udn.com/news/story/6809/4651251                 穩定  1   205
## 6785    https://udn.com/news/story/6809/4651251                 艦艇  1   205
## 6786    https://udn.com/news/story/6809/4651251                 權利  1   205
## 6787    https://udn.com/news/story/6809/4678024                 一次  1   184
## 6788    https://udn.com/news/story/6809/4678024                 一連  1   184
## 6789    https://udn.com/news/story/6809/4678024                 千萬  1   184
## 6790    https://udn.com/news/story/6809/4678024                 大陸  1   184
## 6791    https://udn.com/news/story/6809/4678024                 不斷  1   184
## 6792    https://udn.com/news/story/6809/4678024                 五日  1   184
## 6793    https://udn.com/news/story/6809/4678024                 升高  1   184
## 6794    https://udn.com/news/story/6809/4678024                 升溫  1   184
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## 6796    https://udn.com/news/story/6809/4678024           太平洋地區  1   184
## 6797    https://udn.com/news/story/6809/4678024                 少將  1   184
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## 6800    https://udn.com/news/story/6809/4678024                 出現  1   184
## 6801    https://udn.com/news/story/6809/4678024                 加劇  1   184
## 6802    https://udn.com/news/story/6809/4678024                 包括  1   184
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## 6804    https://udn.com/news/story/6809/4678024                 四艘  1   184
## 6805    https://udn.com/news/story/6809/4678024               尼米茲  1   184
## 6806    https://udn.com/news/story/6809/4678024                 打擊  1   184
## 6807    https://udn.com/news/story/6809/4678024                 正在  1   184
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## 6810    https://udn.com/news/story/6809/4678024               全天候  1   184
## 6811    https://udn.com/news/story/6809/4678024                 全球  1   184
## 6812    https://udn.com/news/story/6809/4678024                 回應  1   184
## 6813    https://udn.com/news/story/6809/4678024                 地點  1   184
## 6814    https://udn.com/news/story/6809/4678024                 存在  1   184
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## 6818    https://udn.com/news/story/6809/4678024                 西沙  1   184
## 6819    https://udn.com/news/story/6809/4678024                 作戰  1   184
## 6820    https://udn.com/news/story/6809/4678024                 並稱  1   184
## 6821    https://udn.com/news/story/6809/4678024                 事件  1   184
## 6822    https://udn.com/news/story/6809/4678024                 受到  1   184
## 6823    https://udn.com/news/story/6809/4678024                 官員  1   184
## 6824    https://udn.com/news/story/6809/4678024                 拒絕  1   184
## 6825    https://udn.com/news/story/6809/4678024                 明確  1   184
## 6826    https://udn.com/news/story/6809/4678024                 爭端  1   184
## 6827    https://udn.com/news/story/6809/4678024               近年來  1   184
## 6828    https://udn.com/news/story/6809/4678024                 促進  1   184
## 6829    https://udn.com/news/story/6809/4678024                 很少  1   184
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## 6831    https://udn.com/news/story/6809/4678024                 派出  1   184
## 6832    https://udn.com/news/story/6809/4678024                 美方  1   184
## 6833    https://udn.com/news/story/6809/4678024                 美軍  1   184
## 6834    https://udn.com/news/story/6809/4678024               致力於  1   184
## 6835    https://udn.com/news/story/6809/4678024                 飛行  1   184
## 6836    https://udn.com/news/story/6809/4678024                 香港  1   184
## 6837    https://udn.com/news/story/6809/4678024             值得注意  1   184
## 6838    https://udn.com/news/story/6809/4678024                 海事  1   184
## 6839    https://udn.com/news/story/6809/4678024             航空母艦  1   184
## 6840    https://udn.com/news/story/6809/4678024                 訊息  1   184
## 6841    https://udn.com/news/story/6809/4678024                 訓練  1   184
## 6842    https://udn.com/news/story/6809/4678024                 針對  1   184
## 6843    https://udn.com/news/story/6809/4678024                 區域  1   184
## 6844    https://udn.com/news/story/6809/4678024                 國際  1   184
## 6845    https://udn.com/news/story/6809/4678024               國慶日  1   184
## 6846    https://udn.com/news/story/6809/4678024             異議人士  1   184
## 6847    https://udn.com/news/story/6809/4678024                 眾多  1   184
## 6848    https://udn.com/news/story/6809/4678024                 第七  1   184
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## 6878    https://udn.com/news/story/6809/4678024                 確切  1   184
## 6879    https://udn.com/news/story/6809/4678024                 確診  1   184
## 6880    https://udn.com/news/story/6809/4678024                 魄力  1   184
## 6881    https://udn.com/news/story/6809/4678024                 戰鬥  1   184
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## 6883    https://udn.com/news/story/6809/4678024                 繁榮  1   184
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## 6891    https://udn.com/news/story/6809/4678125                 一次  1   205
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## 6922    https://udn.com/news/story/6809/4678125                 具體  1   205
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## 6924    https://udn.com/news/story/6809/4678125                 承諾  1   205
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## 6928    https://udn.com/news/story/6809/4678125                 近年  1   205
## 6929    https://udn.com/news/story/6809/4678125                 近期  1   205
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## 6937    https://udn.com/news/story/6809/4678125                 為期  1   205
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## 6945    https://udn.com/news/story/6809/4678125                 海上  1   205
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## 6959    https://udn.com/news/story/6809/4678125                 崛起  1   205
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## 6965    https://udn.com/news/story/6809/4678125                 報導  1   205
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## 6971    https://udn.com/news/story/6809/4678125                 發出  1   205
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## 6973    https://udn.com/news/story/6809/4678125                 貿易  1   205
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## 6990    https://udn.com/news/story/6809/4678125                 確診  1   205
## 6991    https://udn.com/news/story/6809/4678125                 戰力  1   205
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## 6997    https://udn.com/news/story/6809/4678125                 關切  1   205
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## 6999    https://udn.com/news/story/6809/4682238                 一次  1   143
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## 7003    https://udn.com/news/story/6809/4682238               上周末  1   143
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## 7017    https://udn.com/news/story/6809/4682238               打一仗  1   143
## 7018    https://udn.com/news/story/6809/4682238                 打擊  1   143
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## 7032    https://udn.com/news/story/6809/4682238                 所有  1   143
## 7033    https://udn.com/news/story/6809/4682238                 東海  1   143
## 7034    https://udn.com/news/story/6809/4682238                 非常  1   143
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## 7036    https://udn.com/news/story/6809/4682238                 很多  1   143
## 7037    https://udn.com/news/story/6809/4682238                 指出  1   143
## 7038    https://udn.com/news/story/6809/4682238                 是否  1   143
## 7039    https://udn.com/news/story/6809/4682238                 派出  1   143
## 7040    https://udn.com/news/story/6809/4682238                 看作  1   143
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## 7042    https://udn.com/news/story/6809/4682238                 美方  1   143
## 7043    https://udn.com/news/story/6809/4682238                 美軍  1   143
## 7044    https://udn.com/news/story/6809/4682238               致力於  1   143
## 7045    https://udn.com/news/story/6809/4682238                 軍事  1   143
## 7046    https://udn.com/news/story/6809/4682238                 倡議  1   143
## 7047    https://udn.com/news/story/6809/4682238                 展現  1   143
## 7048    https://udn.com/news/story/6809/4682238                 海事  1   143
## 7049    https://udn.com/news/story/6809/4682238                 海峽  1   143
## 7050    https://udn.com/news/story/6809/4682238               紙老虎  1   143
## 7051    https://udn.com/news/story/6809/4682238                 能力  1   143
## 7052    https://udn.com/news/story/6809/4682238                 問到  1   143
## 7053    https://udn.com/news/story/6809/4682238                 國際  1   143
## 7054    https://udn.com/news/story/6809/4682238               國慶日  1   143
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## 7056    https://udn.com/news/story/6809/4682238                 推進  1   143
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## 7058    https://udn.com/news/story/6809/4682238                 許多  1   143
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## 7060    https://udn.com/news/story/6809/4682238                 這天  1   143
## 7061    https://udn.com/news/story/6809/4682238                 這是  1   143
## 7062    https://udn.com/news/story/6809/4682238                 報導  1   143
## 7063    https://udn.com/news/story/6809/4682238                 幾個  1   143
## 7064    https://udn.com/news/story/6809/4682238                 無法  1   143
## 7065    https://udn.com/news/story/6809/4682238                 發出  1   143
## 7066    https://udn.com/news/story/6809/4682238                 絕對  1   143
## 7067    https://udn.com/news/story/6809/4682238                 華府  1   143
## 7068    https://udn.com/news/story/6809/4682238                 傳達  1   143
## 7069    https://udn.com/news/story/6809/4682238                 傳遞  1   143
## 7070    https://udn.com/news/story/6809/4682238                 意外  1   143
## 7071    https://udn.com/news/story/6809/4682238             新冠肺炎  1   143
## 7072    https://udn.com/news/story/6809/4682238                 當被  1   143
## 7073    https://udn.com/news/story/6809/4682238                 盟友  1   143
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## 7075    https://udn.com/news/story/6809/4682238                 過去  1   143
## 7076    https://udn.com/news/story/6809/4682238                 雷根  1   143
## 7077    https://udn.com/news/story/6809/4682238                 圖表  1   143
## 7078    https://udn.com/news/story/6809/4682238                 對此  1   143
## 7079    https://udn.com/news/story/6809/4682238                 演習  1   143
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## 7081    https://udn.com/news/story/6809/4682238                 緊張  1   143
## 7082    https://udn.com/news/story/6809/4682238                 認為  1   143
## 7083    https://udn.com/news/story/6809/4682238                 誤判  1   143
## 7084    https://udn.com/news/story/6809/4682238                 影響  1   143
## 7085    https://udn.com/news/story/6809/4682238                 數飆  1   143
## 7086    https://udn.com/news/story/6809/4682238                 確診  1   143
## 7087    https://udn.com/news/story/6809/4682238                 戰略  1   143
## 7088    https://udn.com/news/story/6809/4682238                 戰線  1   143
## 7089    https://udn.com/news/story/6809/4682238                 舉動  1   143
## 7090    https://udn.com/news/story/6809/4682238                 還說  1   143
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## 7092    https://udn.com/news/story/6809/4682238             關係不大  1   143
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## 7094    https://udn.com/news/story/6809/4682642                 一次  1   186
## 7095    https://udn.com/news/story/6809/4682642                 一定  1   186
## 7096    https://udn.com/news/story/6809/4682642                 千萬  1   186
## 7097    https://udn.com/news/story/6809/4682642             不甘示弱  1   186
## 7098    https://udn.com/news/story/6809/4682642           中國外交部  1   186
## 7099    https://udn.com/news/story/6809/4682642                 之際  1   186
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## 7103    https://udn.com/news/story/6809/4682642                 公噸  1   186
## 7104    https://udn.com/news/story/6809/4682642                 少將  1   186
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## 7644    https://udn.com/news/story/6809/4702067                 一次  1   236
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## 7662    https://udn.com/news/story/6809/4702067                 加強  1   236
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## 7698    https://udn.com/news/story/6809/4702067                 是否  1   236
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## 7711    https://udn.com/news/story/6809/4702067       馬克思列寧主義  1   236
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## 7718    https://udn.com/news/story/6809/4702067                 強迫  1   236
## 7719    https://udn.com/news/story/6809/4702067                 掀起  1   236
## 7720    https://udn.com/news/story/6809/4702067                 淡化  1   236
## 7721    https://udn.com/news/story/6809/4702067                 統治  1   236
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## 7724    https://udn.com/news/story/6809/4702067           喜馬拉雅山  1   236
## 7725    https://udn.com/news/story/6809/4702067                 惡意  1   236
## 7726    https://udn.com/news/story/6809/4702067                 提升  1   236
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## 7814    https://udn.com/news/story/6809/4702142             和平解決  1   248
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## 7819    https://udn.com/news/story/6809/4702142                 東協  1   248
## 7820    https://udn.com/news/story/6809/4702142                 爭議  1   248
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## 7827    https://udn.com/news/story/6809/4702142                 疫情  1   248
## 7828    https://udn.com/news/story/6809/4702142                 軍力  1   248
## 7829    https://udn.com/news/story/6809/4702142                 軍演  1   248
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## 7832    https://udn.com/news/story/6809/4702142                 島嶼  1   248
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## 7859    https://udn.com/news/story/6809/4702142                 違法  1   248
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## 7865    https://udn.com/news/story/6809/4702142                 認定  1   248
## 7866    https://udn.com/news/story/6809/4702142                 數飆  1   248
## 7867    https://udn.com/news/story/6809/4702142                 確診  1   248
## 7868    https://udn.com/news/story/6809/4702142                 衝突  1   248
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## 7870    https://udn.com/news/story/6809/4702142                 機會  1   248
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## 8484    https://udn.com/news/story/6809/4724267                 報導  1   192
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## 8503    https://udn.com/news/story/6809/4724267               環球網  1   192
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## 8522    https://udn.com/news/story/6809/4734809                 決定  1    54
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## 8528    https://udn.com/news/story/6809/4734809                 突破  1    54
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## 8534    https://udn.com/news/story/6809/4734809                 報導  1    54
## 8535    https://udn.com/news/story/6809/4734809                 無法  1    54
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## 8538    https://udn.com/news/story/6809/4734809             新冠肺炎  1    54
## 8539    https://udn.com/news/story/6809/4734809                 準備  1    54
## 8540    https://udn.com/news/story/6809/4734809                 當作  1    54
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## 8547    https://udn.com/news/story/6809/4734809                 確診  1    54
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## 8549    https://udn.com/news/story/6809/4734809                 選擇  1    54
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## 8568    https://udn.com/news/story/6809/4765714                 尤其  1   270
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## 8580    https://udn.com/news/story/6809/4765714                 加大  1   270
## 8581    https://udn.com/news/story/6809/4765714                 加劇  1   270
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## 8583    https://udn.com/news/story/6809/4765714                 另有  1   270
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## 8590    https://udn.com/news/story/6809/4765714                 成立  1   270
## 8591    https://udn.com/news/story/6809/4765714                 有權  1   270
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## 8595    https://udn.com/news/story/6809/4765714                 自由  1   270
## 8596    https://udn.com/news/story/6809/4765714                 行使  1   270
## 8597    https://udn.com/news/story/6809/4765714                 助益  1   270
## 8598    https://udn.com/news/story/6809/4765714                 局勢  1   270
## 8599    https://udn.com/news/story/6809/4765714                 改造  1   270
## 8600    https://udn.com/news/story/6809/4765714                 改變  1   270
## 8601    https://udn.com/news/story/6809/4765714             改變現狀  1   270
## 8602    https://udn.com/news/story/6809/4765714             更是如此  1   270
## 8603    https://udn.com/news/story/6809/4765714                 更糟  1   270
## 8604    https://udn.com/news/story/6809/4765714                 沙洲  1   270
## 8605    https://udn.com/news/story/6809/4765714                 那裡  1   270
## 8606    https://udn.com/news/story/6809/4765714                 防衛  1   270
## 8607    https://udn.com/news/story/6809/4765714                 防禦  1   270
## 8608    https://udn.com/news/story/6809/4765714                 並無  1   270
## 8609    https://udn.com/news/story/6809/4765714                 來說  1   270
## 8610    https://udn.com/news/story/6809/4765714                 兩國  1   270
## 8611    https://udn.com/news/story/6809/4765714                 具體  1   270
## 8612    https://udn.com/news/story/6809/4765714                 呼籲  1   270
## 8613    https://udn.com/news/story/6809/4765714                 承諾  1   270
## 8614    https://udn.com/news/story/6809/4765714               東南亞  1   270
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## 8616    https://udn.com/news/story/6809/4765714                 武器  1   270
## 8617    https://udn.com/news/story/6809/4765714               武器庫  1   270
## 8618    https://udn.com/news/story/6809/4765714                 爭議  1   270
## 8619    https://udn.com/news/story/6809/4765714                 表現  1   270
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## 8621    https://udn.com/news/story/6809/4765714                 阻止  1   270
## 8622    https://udn.com/news/story/6809/4765714                 阿斯  1   270
## 8623    https://udn.com/news/story/6809/4765714                 附近  1   270
## 8624    https://udn.com/news/story/6809/4765714                 非常  1   270
## 8625    https://udn.com/news/story/6809/4765714                 侵略  1   270
## 8626    https://udn.com/news/story/6809/4765714             保持一致  1   270
## 8627    https://udn.com/news/story/6809/4765714             厚顏無恥  1   270
## 8628    https://udn.com/news/story/6809/4765714                 威脅  1   270
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## 8630    https://udn.com/news/story/6809/4765714               很多年  1   270
## 8631    https://udn.com/news/story/6809/4765714                 恫嚇  1   270
## 8632    https://udn.com/news/story/6809/4765714               施壓力  1   270
## 8633    https://udn.com/news/story/6809/4765714               珊瑚礁  1   270
## 8634    https://udn.com/news/story/6809/4765714               研究所  1   270
## 8635    https://udn.com/news/story/6809/4765714   美國有線電視新聞網  1   270
## 8636    https://udn.com/news/story/6809/4765714               致力於  1   270
## 8637    https://udn.com/news/story/6809/4765714                 英國  1   270
## 8638    https://udn.com/news/story/6809/4765714                 計畫  1   270
## 8639    https://udn.com/news/story/6809/4765714                 飛彈  1   270
## 8640    https://udn.com/news/story/6809/4765714                 家人  1   270
## 8641    https://udn.com/news/story/6809/4765714                 展現  1   270
## 8642    https://udn.com/news/story/6809/4765714                 島上  1   270
## 8643    https://udn.com/news/story/6809/4765714                 島嶼  1   270
## 8644    https://udn.com/news/story/6809/4765714                 恐怕  1   270
## 8645    https://udn.com/news/story/6809/4765714                 時說  1   270
## 8646    https://udn.com/news/story/6809/4765714                 核武  1   270
## 8647    https://udn.com/news/story/6809/4765714                 海洋  1   270
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## 8666    https://udn.com/news/story/6809/4765714                 淡淡  1   270
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## 8680    https://udn.com/news/story/6809/4765714               單方面  1   270
## 8681    https://udn.com/news/story/6809/4765714                 幾個  1   270
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## 8683    https://udn.com/news/story/6809/4765714                 提出  1   270
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## 8690    https://udn.com/news/story/6809/4765714                 超過  1   270
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## 8696    https://udn.com/news/story/6809/4765714               搞清楚  1   270
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## 8699    https://udn.com/news/story/6809/4765714                 盟邦  1   270
## 8700    https://udn.com/news/story/6809/4765714                 萬人  1   270
## 8701    https://udn.com/news/story/6809/4765714                 萬例  1   270
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## 8703    https://udn.com/news/story/6809/4765714                 徹底  1   270
## 8704    https://udn.com/news/story/6809/4765714                 演說  1   270
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## 8707    https://udn.com/news/story/6809/4765714                 綿延  1   270
## 8708    https://udn.com/news/story/6809/4765714                 認為  1   270
## 8709    https://udn.com/news/story/6809/4765714                 領袖  1   270
## 8710    https://udn.com/news/story/6809/4765714                 憂慮  1   270
## 8711    https://udn.com/news/story/6809/4765714             數百公里  1   270
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## 8713    https://udn.com/news/story/6809/4765714                 確診  1   270
## 8714    https://udn.com/news/story/6809/4765714                 衝突  1   270
## 8715    https://udn.com/news/story/6809/4765714                 談判  1   270
## 8716    https://udn.com/news/story/6809/4765714                 談到  1   270
## 8717    https://udn.com/news/story/6809/4765714                 論壇  1   270
## 8718    https://udn.com/news/story/6809/4765714                 諸島  1   270
## 8719    https://udn.com/news/story/6809/4765714                 戰略  1   270
## 8720    https://udn.com/news/story/6809/4765714                 戰機  1   270
## 8721    https://udn.com/news/story/6809/4765714                 激起  1   270
## 8722    https://udn.com/news/story/6809/4765714                 選項  1   270
## 8723    https://udn.com/news/story/6809/4765714                 嚇阻  1   270
## 8724    https://udn.com/news/story/6809/4765714                 總理  1   270
## 8725    https://udn.com/news/story/6809/4765714             聯合陣線  1   270
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## 8727    https://udn.com/news/story/6809/4765714                 擴大  1   270
## 8728    https://udn.com/news/story/6809/4765714             雙邊關係  1   270
## 8729    https://udn.com/news/story/6809/4765714                 穩定  1   270
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## 8731    https://udn.com/news/story/6809/4765714                 關係  1   270
## 8732    https://udn.com/news/story/6809/4765714                 嚴厲  1   270
## 8733    https://udn.com/news/story/6809/4765714                 覺得  1   270
## 8734    https://udn.com/news/story/6809/4765714                 警告  1   270
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## 8736    https://udn.com/news/story/6809/4765714               轟炸機  1   270
## 8737    https://udn.com/news/story/6809/4765714                 權利  1   270
## 8738    https://udn.com/news/story/6809/4765714                 變得  1   270
## 8739    https://udn.com/news/story/6809/4775709                 一帶  1   211
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## 8752    https://udn.com/news/story/6809/4775709       中共中央政治局  1   211
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## 8755    https://udn.com/news/story/6809/4775709           中國外交部  1   211
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## 8815    https://udn.com/news/story/6809/4775709             值得注意  1   211
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## 8822    https://udn.com/news/story/6809/4775709             航空母艦  1   211
## 8823    https://udn.com/news/story/6809/4775709                 做好  1   211
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## 8827    https://udn.com/news/story/6809/4775709                 國家  1   211
## 8828    https://udn.com/news/story/6809/4775709             國務委員  1   211
## 8829    https://udn.com/news/story/6809/4775709                 專訪  1   211
## 8830    https://udn.com/news/story/6809/4775709                 強硬  1   211
## 8831    https://udn.com/news/story/6809/4775709                 接受  1   211
## 8832    https://udn.com/news/story/6809/4775709                 脫鉤  1   211
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## 8834    https://udn.com/news/story/6809/4775709                 透過  1   211
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## 8836    https://udn.com/news/story/6809/4775709                 這名  1   211
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## 8838    https://udn.com/news/story/6809/4775709             無法控制  1   211
## 8839    https://udn.com/news/story/6809/4775709                 發言  1   211
## 8840    https://udn.com/news/story/6809/4775709                 超過  1   211
## 8841    https://udn.com/news/story/6809/4775709                 開展  1   211
## 8842    https://udn.com/news/story/6809/4775709                 意外  1   211
## 8843    https://udn.com/news/story/6809/4775709               楊潔篪  1   211
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## 8845    https://udn.com/news/story/6809/4775709                 當今  1   211
## 8846    https://udn.com/news/story/6809/4775709                 當局  1   211
## 8847    https://udn.com/news/story/6809/4775709                 群稱  1   211
## 8848    https://udn.com/news/story/6809/4775709                 萬人  1   211
## 8849    https://udn.com/news/story/6809/4775709                 萬例  1   211
## 8850    https://udn.com/news/story/6809/4775709               解放軍  1   211
## 8851    https://udn.com/news/story/6809/4775709                 圖表  1   211
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## 8853    https://udn.com/news/story/6809/4775709                 對外  1   211
## 8854    https://udn.com/news/story/6809/4775709                 對峙  1   211
## 8855    https://udn.com/news/story/6809/4775709               對美放  1   211
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## 8857    https://udn.com/news/story/6809/4775709                 管控  1   211
## 8858    https://udn.com/news/story/6809/4775709                 管道  1   211
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## 8860    https://udn.com/news/story/6809/4775709                 誤判  1   211
## 8861    https://udn.com/news/story/6809/4775709                 領域  1   211
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## 8863    https://udn.com/news/story/6809/4775709                 增添  1   211
## 8864    https://udn.com/news/story/6809/4775709                 數據  1   211
## 8865    https://udn.com/news/story/6809/4775709                 確診  1   211
## 8866    https://udn.com/news/story/6809/4775709                 衝突  1   211
## 8867    https://udn.com/news/story/6809/4775709                 複雜  1   211
## 8868    https://udn.com/news/story/6809/4775709                 戰略  1   211
## 8869    https://udn.com/news/story/6809/4775709                 機會  1   211
## 8870    https://udn.com/news/story/6809/4775709               辦公室  1   211
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## 8874    https://udn.com/news/story/6809/4775709                 檯面  1   211
## 8875    https://udn.com/news/story/6809/4775709                 謹慎  1   211
## 8876    https://udn.com/news/story/6809/4775709                 雙方  1   211
## 8877    https://udn.com/news/story/6809/4775709             關係密切  1   211
## 8878    https://udn.com/news/story/6809/4775709                 鷹派  1   211
## 8879    https://udn.com/news/story/6809/4786257                 大秀  1   170
## 8880    https://udn.com/news/story/6809/4786257                 干擾  1   170
## 8881    https://udn.com/news/story/6809/4786257             中美關係  1   170
## 8882    https://udn.com/news/story/6809/4786257                 中國  1   170
## 8883    https://udn.com/news/story/6809/4786257       中國人民解放軍  1   170
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## 8888    https://udn.com/news/story/6809/4786257                 反潛  1   170
## 8889    https://udn.com/news/story/6809/4786257               反潛艦  1   170
## 8890    https://udn.com/news/story/6809/4786257                 反應  1   170
## 8891    https://udn.com/news/story/6809/4786257           太平洋地區  1   170
## 8892    https://udn.com/news/story/6809/4786257                 文章  1   170
## 8893    https://udn.com/news/story/6809/4786257                 日則  1   170
## 8894    https://udn.com/news/story/6809/4786257                 日指  1   170
## 8895    https://udn.com/news/story/6809/4786257                 台海  1   170
## 8896    https://udn.com/news/story/6809/4786257                 打擊  1   170
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## 8899    https://udn.com/news/story/6809/4786257                 目標  1   170
## 8900    https://udn.com/news/story/6809/4786257                 全球  1   170
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## 8911    https://udn.com/news/story/6809/4786257                 沒有  1   170
## 8912    https://udn.com/news/story/6809/4786257                 防空  1   170
## 8913    https://udn.com/news/story/6809/4786257                 防險  1   170
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## 8915    https://udn.com/news/story/6809/4786257                 並指  1   170
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## 8918    https://udn.com/news/story/6809/4786257                 和平  1   170
## 8919    https://udn.com/news/story/6809/4786257                 服役  1   170
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## 8922    https://udn.com/news/story/6809/4786257                 南北  1   170
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## 8925    https://udn.com/news/story/6809/4786257                 研發  1   170
## 8926    https://udn.com/news/story/6809/4786257                 美軍  1   170
## 8927    https://udn.com/news/story/6809/4786257                 苗頭  1   170
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## 8931    https://udn.com/news/story/6809/4786257               重頭戲  1   170
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## 8934    https://udn.com/news/story/6809/4786257                 香江  1   170
## 8935    https://udn.com/news/story/6809/4786257                 海軍  1   170
## 8936    https://udn.com/news/story/6809/4786257                 海峽  1   170
## 8937    https://udn.com/news/story/6809/4786257                 消極  1   170
## 8938    https://udn.com/news/story/6809/4786257             航空母艦  1   170
## 8939    https://udn.com/news/story/6809/4786257                 訓線  1   170
## 8940    https://udn.com/news/story/6809/4786257                 動向  1   170
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## 8942    https://udn.com/news/story/6809/4786257                 強調  1   170
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## 8944    https://udn.com/news/story/6809/4786257                 救生  1   170
## 8945    https://udn.com/news/story/6809/4786257               殺傷力  1   170
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## 8952    https://udn.com/news/story/6809/4786257                 勢力  1   170
## 8953    https://udn.com/news/story/6809/4786257                 微信  1   170
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## 8957    https://udn.com/news/story/6809/4786257                 萬例  1   170
## 8958    https://udn.com/news/story/6809/4786257                 資料  1   170
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## 8960    https://udn.com/news/story/6809/4786257                 圖表  1   170
## 8961    https://udn.com/news/story/6809/4786257                 夥伴  1   170
## 8962    https://udn.com/news/story/6809/4786257                 實射  1   170
## 8963    https://udn.com/news/story/6809/4786257                 實戰  1   170
## 8964    https://udn.com/news/story/6809/4786257                 演練  1   170
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## 8972    https://udn.com/news/story/6809/4786257                 確診  1   170
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## 8975    https://udn.com/news/story/6809/4786257             聯合作戰  1   170
## 8976    https://udn.com/news/story/6809/4786257                 聲明  1   170
## 8977    https://udn.com/news/story/6809/4786257                 點出  1   170
## 8978    https://udn.com/news/story/6809/4786257                 穩定  1   170
## 8979    https://udn.com/news/story/6809/4786257             嚴重威脅  1   170
## 8980    https://udn.com/news/story/6809/4786257             嚴重錯誤  1   170
## 8981    https://udn.com/news/story/6809/4786257                 艦是  1   170
## 8982    https://udn.com/news/story/6809/4786257               護衛艦  1   170
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## 8984    https://udn.com/news/story/6809/4808733                 一名  1   196
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## 9137    https://udn.com/news/story/6809/4812685           美國商務部  1   292
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## 10420   https://udn.com/news/story/6809/5063760                 更是  1   450
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## 10864   https://udn.com/news/story/6809/5225330                 但據  1   260
## 10865   https://udn.com/news/story/6809/5225330                 即可  1   260
## 10866   https://udn.com/news/story/6809/5225330                 完全  1   260
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## 10883   https://udn.com/news/story/6809/5225330                 持續  1   260
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## 10887   https://udn.com/news/story/6809/5225330                 是否  1   260
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## 13666   https://udn.com/news/story/7331/4605008       新加坡國立大學  1   268
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## 14233   https://udn.com/news/story/7331/4704552                 這是  1   216
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## 14261   https://udn.com/news/story/7331/4704552       樹欲靜而風不止  1   216
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## 14793   https://udn.com/news/story/7331/4731672                 可能  1   186
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## 14795   https://udn.com/news/story/7331/4731672                 打擊  1   186
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## 14867   https://udn.com/news/story/7331/4731672                 範圍  1   186
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## 14873   https://udn.com/news/story/7331/4731672                 頻繁  1   186
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## 14880   https://udn.com/news/story/7331/4731750               大陸架  1   279
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## 14884   https://udn.com/news/story/7331/4731750       中國人民解放軍  1   279
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## 14901   https://udn.com/news/story/7331/4731750                 可能  1   279
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## 14924   https://udn.com/news/story/7331/4731750             法律依據  1   279
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## 14947   https://udn.com/news/story/7331/4731750                 島嶼  1   279
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## 14974   https://udn.com/news/story/7331/4731750                 越南  1   279
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## 14985   https://udn.com/news/story/7331/4731750                 劃出  1   279
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## 14987   https://udn.com/news/story/7331/4731750                 態勢  1   279
## 14988   https://udn.com/news/story/7331/4731750                 演習  1   279
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## 14990   https://udn.com/news/story/7331/4731750             廣播電視  1   279
## 14991   https://udn.com/news/story/7331/4731750                 戰略  1   279
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## 14993   https://udn.com/news/story/7331/4731750                 頻度  1   279
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## 14995   https://udn.com/news/story/7331/4731750               環球網  1   279
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## 14998   https://udn.com/news/story/7331/4731750                 聲稱  1   279
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## 15001   https://udn.com/news/story/7331/4731750                 識別  1   279
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## 15004   https://udn.com/news/story/7331/4731750               艦機來  1   279
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## 16953   https://udn.com/news/story/7331/5039328 中國共產黨中央委員會  1   198
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## 17544   https://udn.com/news/story/7331/5301066                 以此  1   270
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## 18628   https://udn.com/news/story/7333/4704558                 暴露  1   145
## 18629   https://udn.com/news/story/7333/4704558                 標籤  1   145
## 18630   https://udn.com/news/story/7333/4704558                 頻頻  1   145
## 18631   https://udn.com/news/story/7333/4704558               聯合國  1   145
## 18632   https://udn.com/news/story/7333/4704558                 聲明  1   145
## 18633   https://udn.com/news/story/7333/4704558                 關係  1   145
## 18634   https://udn.com/news/story/7333/4704558                 耀眼  1   145
## 18635   https://udn.com/news/story/7333/4704558                 覺得  1   145
## 18636   https://udn.com/news/story/7333/4704558                 邏輯  1   145
## 18637   https://udn.com/news/story/7333/4813542                 大陸  1    97
## 18638   https://udn.com/news/story/7333/4813542                 中方  1    97
## 18639   https://udn.com/news/story/7333/4813542                 中企  1    97
## 18640   https://udn.com/news/story/7333/4813542                 公民  1    97
## 18641   https://udn.com/news/story/7333/4813542                 方向  1    97
## 18642   https://udn.com/news/story/7333/4813542             主權國家  1    97
## 18643   https://udn.com/news/story/7333/4813542               外交部  1    97
## 18644   https://udn.com/news/story/7333/4813542                 必要  1    97
## 18645   https://udn.com/news/story/7333/4813542                 正在  1    97
## 18646   https://udn.com/news/story/7333/4813542                 共同  1    97
## 18647   https://udn.com/news/story/7333/4813542                 列入  1    97
## 18648   https://udn.com/news/story/7333/4813542                 各國  1    97
## 18649   https://udn.com/news/story/7333/4813542                 名單  1    97
## 18650   https://udn.com/news/story/7333/4813542           向<U+7740>  1    97
## 18651   https://udn.com/news/story/7333/4813542             早些時候  1    97
## 18652   https://udn.com/news/story/7333/4813542               有助於  1    97
## 18653   https://udn.com/news/story/7333/4813542                 努力  1    97
## 18654   https://udn.com/news/story/7333/4813542                 完全  1    97
## 18655   https://udn.com/news/story/7333/4813542                 局勢  1    97
## 18656   https://udn.com/news/story/7333/4813542                 希望  1    97
## 18657   https://udn.com/news/story/7333/4813542                 防禦  1    97
## 18658   https://udn.com/news/story/7333/4813542                 事情  1    97
## 18659   https://udn.com/news/story/7333/4813542                 制裁  1    97
## 18660   https://udn.com/news/story/7333/4813542                 固有  1    97
## 18661   https://udn.com/news/story/7333/4813542                 承認  1    97
## 18662   https://udn.com/news/story/7333/4813542                 東盟  1    97
## 18663   https://udn.com/news/story/7333/4813542                 表示  1    97
## 18664   https://udn.com/news/story/7333/4813542                 近來  1    97
## 18665   https://udn.com/news/story/7333/4813542                 促進  1    97
## 18666   https://udn.com/news/story/7333/4813542               俄羅斯  1    97
## 18667   https://udn.com/news/story/7333/4813542             南海諸島  1    97
## 18668   https://udn.com/news/story/7333/4813542                 活動  1    97
## 18669   https://udn.com/news/story/7333/4813542                 美國  1    97
## 18670   https://udn.com/news/story/7333/4813542             美國務院  1    97
## 18671   https://udn.com/news/story/7333/4813542               致力於  1    97
## 18672   https://udn.com/news/story/7333/4813542                 限制  1    97
## 18673   https://udn.com/news/story/7333/4813542                 修建  1    97
## 18674   https://udn.com/news/story/7333/4813542                 時間  1    97
## 18675   https://udn.com/news/story/7333/4813542                 消息  1    97
## 18676   https://udn.com/news/story/7333/4813542                 涉及  1    97
## 18677   https://udn.com/news/story/7333/4813542                 能夠  1    97
## 18678   https://udn.com/news/story/7333/4813542                 參與  1    97
## 18679   https://udn.com/news/story/7333/4813542                 問題  1    97
## 18680   https://udn.com/news/story/7333/4813542               國際法  1    97
## 18681   https://udn.com/news/story/7333/4813542                 這是  1    97
## 18682   https://udn.com/news/story/7333/4813542                 部署  1    97
## 18683   https://udn.com/news/story/7333/4813542                 報導  1    97
## 18684   https://udn.com/news/story/7333/4813542                 尊重  1    97
## 18685   https://udn.com/news/story/7333/4813542               曾多次  1    97
## 18686   https://udn.com/news/story/7333/4813542               發言人  1    97
## 18687   https://udn.com/news/story/7333/4813542                 發展  1    97
## 18688   https://udn.com/news/story/7333/4813542                 開展  1    97
## 18689   https://udn.com/news/story/7333/4813542                 當地  1    97
## 18690   https://udn.com/news/story/7333/4813542                 實施  1    97
## 18691   https://udn.com/news/story/7333/4813542                 領土  1    97
## 18692   https://udn.com/news/story/7333/4813542                 衛星  1    97
## 18693   https://udn.com/news/story/7333/4813542                 積極  1    97
## 18694   https://udn.com/news/story/7333/4813542               環球網  1    97
## 18695   https://udn.com/news/story/7333/4813542             趨於平穩  1    97
## 18696   https://udn.com/news/story/7333/4813542                 簽證  1    97
## 18697   https://udn.com/news/story/7333/4813542                 權利  1    97
## 18698   https://udn.com/news/story/7333/5401465                 一些  1   154
## 18699   https://udn.com/news/story/7333/5401465                 不利  1   154
## 18700   https://udn.com/news/story/7333/5401465                 不足  1   154
## 18701   https://udn.com/news/story/7333/5401465                 互信  1   154
## 18702   https://udn.com/news/story/7333/5401465                 內容  1   154
## 18703   https://udn.com/news/story/7333/5401465                 分歧  1   154
## 18704   https://udn.com/news/story/7333/5401465                 主持  1   154
## 18705   https://udn.com/news/story/7333/5401465                 主導  1   154
## 18706   https://udn.com/news/story/7333/5401465                 代表  1   154
## 18707   https://udn.com/news/story/7333/5401465                 加快  1   154
## 18708   https://udn.com/news/story/7333/5401465                 外部  1   154
## 18709   https://udn.com/news/story/7333/5401465                 未來  1   154
## 18710   https://udn.com/news/story/7333/5401465                 矛盾  1   154
## 18711   https://udn.com/news/story/7333/5401465                 存在  1   154
## 18712   https://udn.com/news/story/7333/5401465                 成為  1   154
## 18713   https://udn.com/news/story/7333/5401465             自我實現  1   154
## 18714   https://udn.com/news/story/7333/5401465                 行動  1   154
## 18715   https://udn.com/news/story/7333/5401465                 助理  1   154
## 18716   https://udn.com/news/story/7333/5401465               呂佳蓉  1   154
## 18717   https://udn.com/news/story/7333/5401465                 事物  1   154
## 18718   https://udn.com/news/story/7333/5401465                 依然  1   154
## 18719   https://udn.com/news/story/7333/5401465                 刻意  1   154
## 18720   https://udn.com/news/story/7333/5401465             周邊國家  1   154
## 18721   https://udn.com/news/story/7333/5401465                 氛圍  1   154
## 18722   https://udn.com/news/story/7333/5401465                 爭議  1   154
## 18723   https://udn.com/news/story/7333/5401465                 表示  1   154
## 18724   https://udn.com/news/story/7333/5401465             保持警惕  1   154
## 18725   https://udn.com/news/story/7333/5401465                 突出  1   154
## 18726   https://udn.com/news/story/7333/5401465                 美方  1   154
## 18727   https://udn.com/news/story/7333/5401465                 時刻  1   154
## 18728   https://udn.com/news/story/7333/5401465                 浩今  1   154
## 18729   https://udn.com/news/story/7333/5401465                 浩說  1   154
## 18730   https://udn.com/news/story/7333/5401465                 海上  1   154
## 18731   https://udn.com/news/story/7333/5401465                 海洋  1   154
## 18732   https://udn.com/news/story/7333/5401465                 記者  1   154
## 18733   https://udn.com/news/story/7333/5401465               副部長  1   154
## 18734   https://udn.com/news/story/7333/5401465                 得逞  1   154
## 18735   https://udn.com/news/story/7333/5401465                 敏感  1   154
## 18736   https://udn.com/news/story/7333/5401465                 猜忌  1   154
## 18737   https://udn.com/news/story/7333/5401465                 部長  1   154
## 18738   https://udn.com/news/story/7333/5401465                 傅瑩  1   154
## 18739   https://udn.com/news/story/7333/5401465                 掣肘  1   154
## 18740   https://udn.com/news/story/7333/5401465                 無法  1   154
## 18741   https://udn.com/news/story/7333/5401465                 發表  1   154
## 18742   https://udn.com/news/story/7333/5401465                 進程  1   154
## 18743   https://udn.com/news/story/7333/5401465                 暗批  1   154
## 18744   https://udn.com/news/story/7333/5401465                 準則  1   154
## 18745   https://udn.com/news/story/7333/5401465                 對抗  1   154
## 18746   https://udn.com/news/story/7333/5401465                 語言  1   154
## 18747   https://udn.com/news/story/7333/5401465                 層面  1   154
## 18748   https://udn.com/news/story/7333/5401465                 磋商  1   154
## 18749   https://udn.com/news/story/7333/5401465                 衝突  1   154
## 18750   https://udn.com/news/story/7333/5401465                 複雜  1   154
## 18751   https://udn.com/news/story/7333/5401465                 積極  1   154
## 18752   https://udn.com/news/story/7333/5401465                 營造  1   154
## 18753   https://udn.com/news/story/7333/5401465                 環境  1   154
## 18754   https://udn.com/news/story/7333/5401465                 輿論  1   154
## 18755   https://udn.com/news/story/7333/5401465                 邊界  1   154
## 18756   https://udn.com/news/story/7333/5401465                 議程  1   154
## 18757   https://udn.com/news/story/7333/5401465                 攝影  1   154
## 18758   https://udn.com/news/story/7333/5401465                 邏輯  1   154

以每篇文章爲單位，計算每個詞彙在的tf-idf值

mask_words_tf_idf <- mask_words_artUrl %>%
  bind_tf_idf(word, artUrl, n)

選出每篇文章，tf-idf最大的十個詞

mask_words_tf_idf %>%
  group_by(artUrl) %>%
  top_n(10) %>%
  arrange(desc(n)) %>%
  ungroup()

## Selecting by tf_idf

## # A tibble: 1,660 x 6
##    artUrl                                    word       n     tf   idf tf_idf
##    <chr>                                     <chr>  <int>  <dbl> <dbl>  <dbl>
##  1 https://udn.com/news/story/6809/5123283   飛彈      19 0.0596  2.44 0.145 
##  2 https://udn.com/news/story/7332/4388480   市場      16 0.0870  2.97 0.259 
##  3 https://udn.com/news/story/7332/4876640   油田      16 0.0571  4.23 0.242 
##  4 https://udn.com/news/story/6809/5063760   雙方      15 0.0333  2.15 0.0716
##  5 https://udn.com/news/story/6809/5123283   拉莫斯    15 0.0470  4.92 0.231 
##  6 https://udn.com/news/story/7331/5287493   問題      14 0.0327  1.28 0.0419
##  7 https://udn.com/news/story/121687/5212213 林肯      13 0.0441  3.53 0.156 
##  8 https://udn.com/news/story/6809/5123283   印度      13 0.0408  2.44 0.0992
##  9 https://udn.com/news/story/7331/4605008   防空      13 0.0485  2.52 0.122 
## 10 https://udn.com/news/story/7331/4605008   識別區    13 0.0485  3.53 0.171 
## # ... with 1,650 more rows

將所有文章加總，tf-idf最大的十個詞，

並查看每個詞被選中的次數

mask_words_tf_idf %>%
  group_by(artUrl) %>%
  top_n(10) %>%
  arrange(desc(n)) %>%
  ungroup() %>%
  count(word, sort=TRUE)

## Selecting by tf_idf

## # A tibble: 1,371 x 2
##    word       n
##    <chr>  <int>
##  1 航母       8
##  2 偵察機     7
##  3 打擊       6
##  4 偵察       6
##  5 菲律賓     6
##  6 主張       5
##  7 自由       5
##  8 杜特蒂     5
##  9 制裁       5
## 10 船隻       5
## # ... with 1,361 more rows

Ch.6 結論

在情緒分析上發現，雖然普遍負面情緒大於正面情緒，但在疫情嚴峻初期甚至美國第一波疫情爆發的時候(7、8月)且未平息之際，負面情緒的分數較疫情獲得控制時的分數來得高。顯示雖然疫情與南海議題為兩個獨立事件，但媒體的敘述字眼會依據疫情是否獲得控制而有不同的描述字眼。南海議題通常圍繞在中、美兩國的政經角力，除了主權的捍衛，亦伴隨了軍事活動的展示。從最常出現的字中，台灣、菲律賓、越南亦是和此議題最常被提及的國家。除了美國，中台菲越均為南海周邊國家，美國如此積極介入，除了南海所蘊含自然資源的爭奪，亦是兩大強權競爭角力的體現。