資料說明

1.採用Google Play的Line評論

2.抓取時間是2016/02/20

一般抓取網頁資料大致採用Get跟post兩種
Get可以想像成是一種明信片的方式,所有資料在網頁上都清楚寫明,容易下載
Post是信件,你只能看見信封上的資訊,信的內容你看不到
本次範例是屬於Post的型式

[資料整備與套件載入]

install.packages("XML")
install.packages("bitops")
install.packages("RCurl")
library(XML)
library(RCurl)

setwd("D:/Rdata Practice/tmR-III")

url <- "https://play.google.com/store/apps/details?id=jp.naver.line.android&hl=zh_TW" #網址

# https的website會有SSL的認證問題,加上參數ssl.verifypeer=False即可
# windows常有中文亂碼問題,不過有時在資料解析過後就會正常
data <- getURL(url, ssl.verifypeer = FALSE)
data <- htmlParse(data, encoding = "UTF-8")

# apply系列函數可參考 http://rightthewaygeek.blogspot.tw/2013/08/r-1-apply_28.html
data <- xpathSApply(data,"//div[@class='review-body']",xmlValue)
data <- gsub("完整評論","",data)
data <- gsub(" ","",data) #去除掉空格
到目前為止只有爬到第一頁的40筆評論

[Part 1].爬虫設定

library(RJSONIO)

result <- c() #先設定result是一個空的向量,用來存等一下爬虫的結果

1-1.爬虫迴圈設定

我們先爬個20頁
網址是從開發者工具得到的網址以及有些參數要設定
reviewType:0
pageNum:2
id:jp.naver.line.android
reviewSortOrder:4
xhr:1
token:PtrcY5Gz5lmlFqX7dC6IjtD8h58:1455967033016
hl:zh_TW
for(i in 1:20){
  print(i)
  data <- postForm("https://play.google.com/store/getreviews?authuser=0",
                   reviewType = "0", 
                   pageNum = i,
                   id = "jp.naver.line.android",
                   reviewSortOrder = "4",
                   xhr = "1",
                   token = "PtrcY5Gz5lmlFqX7dC6IjtD8h58:1455967033016",
                   hl = "zh_TW"
                   ,.opts = list(ssl.verifypeer = FALSE),.encoding="UTF-8")
  
  
  data <- fromJSON(substr(data,7,nchar(data)), encoding="UTF-8") #前六格是沒意義的字元,所以從第七格開始
  data <- htmlParse(data[[1]][[3]],encoding="utf8")
  data <- xpathSApply(data,"//div[@class='review-body']")
  data <- lapply(data,function(u)xmlValue(u,trim=T))
  data <- gsub("完整評論","",data)
  result <- c(result, data)
}
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
## [1] 6
## [1] 7
## [1] 8
## [1] 9
## [1] 10
## [1] 11
## [1] 12
## [1] 13
## [1] 14
## [1] 15
## [1] 16
## [1] 17
## [1] 18
## [1] 19
## [1] 20
#你可以查看一下result的結果
#應該有800筆
class(result)
## [1] "character"
summary(result)
##    Length     Class      Mode 
##       800 character character

[Part 2].中文探勘

install.packages("jiebaR")
install.packages("Rwordseg", repos="http://R-Forge.R-project.org")
install.packages("tm")
install.packages("wordcloud")

2-1.採用jiebaR進行斷詞,以“默認”的斷詞引擎進行斷詞

library(jiebaR)

mixseg = worker() #透過結巴R的套件,以"默認"的斷詞引擎進行斷詞
resultSegmentCorpus <- sapply(result, segment, mixseg)
resultSegmentWords <- do.call(c,resultSegmentCorpus)
sort(table(resultSegmentWords)) #排序
## resultSegmentWords
##   <U+30FD>   <U+3E66>   <U+5572> <U+89C6>窗   <U+9EBD>          0 
##          1          1          1          1          1          1 
##         02        100         11         17         18        200 
##          1          1          1          1          1          1 
##       2016         25          3        5.1        500         55 
##          1          1          1          1          1          1 
##          6        626        820        907        963         a9 
##          1          1          1          1          1          1 
##         ac       ACER      after    android   Android6        APP 
##          1          1          1          1          1          1 
##        B50       BenQ        bug  butterfly         C4         C5 
##          1          1          1          1          1          1 
##    changed    chinese      clean       cm13       coin       come 
##          1          1          1          1          1          1 
##    compact         dl   FaceBook         FB       Free         g4 
##          1          1          1          1          1          1 
##         G4         GG        gif       good      Great         gt 
##          1          1          1          1          1          1 
##        How        Htc         ID        iOS     IPhone         is 
##          1          1          1          1          1          1 
##         J7       Keep          L        LBS         lg         LG 
##          1          1          1          1          1          1 
##       LIEN         lt      M320e         m4   M60GPLUS         m9 
##          1          1          1          1          1          1 
##         M9     master      MAYBE  messenger        mi4          N 
##          1          1          1          1          1          1 
##      naver         ne       Note      note2      note5      Note5 
##          1          1          1          1          1          1 
##        oAo         Ok         on       OPPO   original       page 
##          1          1          1          1          1          1 
##      parts         PC        PDF   pictures         po    Premium 
##          1          1          1          1          1          1 
##         R7        rom          s          S    Samsung simplified 
##          1          1          1          1          1          1 
##       some        SOS      stuck     stupid     tablet      theme 
##          1          1          1          1          1          1 
##         to      Ultra     update       Very      whole        why 
##          1          1          1          1          1          1 
##        Why      win10       win8       word      works        Wtf 
##          1          1          1          1          1          1 
##        XDD     XPERIA        xxx    YouTube         Z2         z3 
##          1          1          1          1          1          1 
##         Z3       z410    ze500kl    ZenFone   zenfone2   ZenFone5 
##          1          1          1          1          1          1 
##         ㄇ         ㄌ         ㄍ         ㄛ         ㄜ         ㄟ 
##          1          1          1          1          1          1 
##     一下子     一大堆       一只       一台   一段時間     一個月 
##          1          1          1          1          1          1 
##     一個多       一時       一週       一開     一對一     七龍珠 
##          1          1          1          1          1          1 
##       了嗎       了還         二       二月       人多       人物 
##          1          1          1          1          1          1 
##       人要       人會       人頭       入時         三     三分鐘 
##          1          1          1          1          1          1 
##       三天   三天兩頭 上<U+7EBF>       上升       上限       下班 
##          1          1          1          1          1          1 
##       下雪       下線     下輩子         丫         久     土撥鼠 
##          1          1          1          1          1          1 
##       大小       大方       大亨       大家       大概       大增 
##          1          1          1          1          1          1 
##       小小       小娜       小氣     工程師         巳       干擾 
##          1          1          1          1          1          1 
##       才剛       不上     不太好       不出       不在   不好意思 
##          1          1          1          1          1          1 
##       不如       不但       不足     不放過       不明       不知 
##          1          1          1          1          1          1 
##       不動       不夠       不順       不斷         之       互不 
##          1          1          1          1          1          1 
##       互傳       什加       什會       今日       介面         仍 
##          1          1          1          1          1          1 
##       仍然       公司       公事         冇         分     分系統 
##          1          1          1          1          1          1 
##       分數       分類       勾選       及時       太棒       太短 
##          1          1          1          1          1          1 
##       太會     太過分       太慢       太濫       尤其       心要 
##          1          1          1          1          1          1 
##       手机       文章       方法         日         月         比 
##          1          1          1          1          1          1 
##       比有       比較       火氣       世界         主       主頁 
##          1          1          1          1          1          1 
##       主動       付錢         代       以及       出新       出錯 
##          1          1          1          1          1          1 
##     出聲呀       加油       加個       加載         包       包含 
##          1          1          1          1          1          1 
##         半         卡       卡卡       卡頓         另     只不過 
##          1          1          1          1          1          1 
##       只要       只能   可不可以     可更改   可長可短       可惡 
##          1          1          1          1          1          1 
##       可愛     右上角     右下角       外面       失效       失聯 
##          1          1          1          1          1          1 
##         左         平       平板       打來       打斷       未讀 
##          1          1          1          1          1          1 
##       本人       生存       生活       生動       生啊       用戶 
##          1          1          1          1          1          1 
##     用防觸       用蛤       申辦         白       交友       交流 
##          1          1          1          1          1          1 
##         任         先     全沒幹       全空       全都       全黑 
##          1          1          1          1          1          1 
##       共用       共存       再也       再次       再減     再點入 
##          1          1          1          1          1          1 
##       列入       列加       各種       同打       同步       同樣 
##          1          1          1          1          1          1 
##       名片       名字     名登入       回事       回音       回問 
##          1          1          1          1          1          1 
##       回傳       回賴     回應嗎       因此       在問       在試 
##          1          1          1          1          1          1 
##       地圖   多一點點       多了       多人       多給       多新 
##          1          1          1          1          1          1 
##       多層   好不容易       好多     好多代       好好       好像 
##          1          1          1          1          1          1 
##       如下       如要       字樣         安       安靜         年 
##          1          1          1          1          1          1 
##         式       成功       成用         扣       收發       收費 
##          1          1          1          1          1          1 
##       有存       有個       有效     有破音     有義意       有熊 
##          1          1          1          1          1          1 
##     有綠點       有誰       有錯       有關       此刻         死 
##          1          1          1          1          1          1 
##       死當       老是         自       自訂       自從       至少 
##          1          1          1          1          1          1 
##     行事曆     伺服器       似乎     但太多       位置       何要 
##          1          1          1          1          1          1 
##       何時     何時能       何解       作用         佢       兌換 
##          1          1          1          1          1          1 
##     免錢還       別說       刪了       即可       即使       即時 
##          1          1          1          1          1          1 
##         吵       吵個         吾       告訴       困難         坑 
##          1          1          1          1          1          1 
##       完成     完後為     完後連       完要       完畢       完都 
##          1          1          1          1          1          1 
##       完善     完無原       完會       完跳         屁       屁用 
##          1          1          1          1          1          1 
##         弄       忍受       忘記       快速       我省       我家 
##          1          1          1          1          1          1 
##       我連       我會       我試       我頭       我點         扯 
##          1          1          1          1          1          1 
##       找到       技嘉       把握       抓狂         投       投稿 
##          1          1          1          1          1          1 
##       改散       改群         決     沒多久       沒事       沒法 
##          1          1          1          1          1          1 
##       沒電       沒賴       沒錯       沖掉         盯       私事 
##          1          1          1          1          1          1 
##       見過       角色       迅速       那種     那綠點       那樣 
##          1          1          1          1          1          1 
##       那轉       並且       並沒       並無         些         佳 
##          1          1          1          1          1          1 
##       使元       來時       兔子       兩次       兩個       周遭 
##          1          1          1          1          1          1 
##         咁       奇妙       始終       官方       彼此   彼此之間 
##          1          1          1          1          1          1 
##     忽然間       忽視       怪彈       或許       抱哥         拉 
##          1          1          1          1          1          1 
##       拒絕         拖       拖拖       放上       放便         明 
##          1          1          1          1          1          1 
##       明天         易       服務       東東     版登入       版會 
##          1          1          1          1          1          1 
##       狀況       玩家       的賴       肥大     花錢買   表情符號 
##          1          1          1          1          1          1 
##       返回       金幣         長       門市       門號       阻擋 
##          1          1          1          1          1          1 
##       保存     則是連         前       卻說         咩       咪用 
##          1          1          1          1          1          1 
##     哈利波       型式       型號       客服       封面       建立 
##          1          1          1          1          1          1 
##     很久沒       很少       很卡       很好       很怪       很棒 
##          1          1          1          1          1          1 
##       很會       很當       很慢       很酷       後代       後悔 
##          1          1          1          1          1          1 
##       怎么       怎啦       怎辦         急         指       挑剔 
##          1          1          1          1          1          1 
##       既然         映       昨天     是不是         查       查明 
##          1          1          1          1          1          1 
##     查檔案       流暢       甚至         省       看呀       看著 
##          1          1          1          1          1          1 
##       看過     秒左右     紅米會       美麗     若干次       要求 
##          1          1          1          1          1          1 
##       要重       要錢     計時器     迪士尼       重制       重啟 
##          1          1          1          1          1          1 
##       重創       重複       重整       重辦       限定       音效 
##          1          1          1          1          1          1 
##       音量       音樂       音質       音檔       飛航         修 
##          1          1          1          1          1          1 
##       修改     個別人         們       剛剛       原先       原創 
##          1          1          1          1          1          1 
##       原機         哦         哪       哪了       哪些       哪招 
##          1          1          1          1          1          1 
##         唉         家         差         弱       旁邊       旅遊 
##          1          1          1          1          1          1 
##       時光   時好時壞       時有       根新       根據       框框 
##          1          1          1          1          1          1 
##       消息     消費者         特       留住       真正       真差 
##          1          1          1          1          1          1 
##       神馬       笑笑     耗電量       能否       討厭       記要 
##          1          1          1          1          1          1 
##       記得         退       退了       退麻       送出       除了 
##          1          1          1          1          1          1 
##       除非       除舊         做         勒     動不動       動作 
##          1          1          1          1          1          1 
##     動態圖       參與       啟了       啟就       國家         堆 
##          1          1          1          1          1          1 
##       將某       專區       帳戶   帳號密碼       常開       張貼 
##          1          1          1          1          1          1 
##       強化         得         御       情形       情況       情侶 
##          1          1          1          1          1          1 
##       情感   情感世界       掉了       掛掉       掛斷         接 
##          1          1          1          1          1          1 
##       接納       接啊       接辦         控       推薦       救救 
##          1          1          1          1          1          1 
##         望       條件       清楚     猛閃退       現象         理 
##          1          1          1          1          1          1 
##       移到       移機       竟快       竟傳         第       第方 
##          1          1          1          1          1          1 
##       累個       累格       終身       組發         聊   聊天記錄 
##          1          1          1          1          1          1 
##       聊到         處   處理方式       被鎖       設計       逗俠 
##          1          1          1          1          1          1 
##       這是       這要   這樣的話       這點       這邊         通 
##          1          1          1          1          1          1 
##       通用   通話記錄   通話錄音       連到       連結     連開啟 
##          1          1          1          1          1          1 
##       連關       部分       部份       都換     都還沒         鳥 
##          1          1          1          1          1          1 
##       創群         善       喇叭       尋回     幾句話       幾組 
##          1          1          1          1          1          1 
##       換了       換成       換到       換啦       換幾     換過去 
##          1          1          1          1          1          1 
##       換請       換頭       換購       普普         替       替代 
##          1          1          1          1          1          1 
##     最多選       最好       最快       最初     最新版       期限 
##          1          1          1          1          1          1 
##       期間       減少       測試       無干   無以復加       無用 
##          1          1          1          1          1          1 
##     無回應   無法挽回       無限       無能       無從       無聊 
##          1          1          1          1          1          1 
##       無視       無損       無新       無誤       無敵       痛心 
##          1          1          1          1          1          1 
##     登不進       登是       登記       發出       發信         睇 
##          1          1          1          1          1          1 
##       短信       等於       等待       等等       答案     給一星 
##          1          1          1          1          1          1 
##       給我       給個       給點         著       超久       超帥 
##          1          1          1          1          1          1 
##     超爛的       越用     越改越     跑不動       跑掉       進步 
##          1          1          1          1          1          1 
##       進程       郵件         鈑         鈦 開<U+5553>       開才 
##          1          1          1          1          1          1 
##       開心       階段       順續         亂       亂掉     傳不去 
##          1          1          1          1          1          1 
##     傳不到       傳出     傳出去       傳來     傳的賴       傳神 
##          1          1          1          1          1          1 
##       傳遞         匯         嗨       嫌多       微信       想想 
##          1          1          1          1          1          1 
##         惹       意見       意思     愛又恨       感恩       感覺 
##          1          1          1          1          1          1 
##       搞成     會卡頓       會用       會有       會猛       會會 
##          1          1          1          1          1          1 
##       會慢       準備         滑       滑到         煩     煩死人 
##          1          1          1          1          1          1 
##       煩煩       當了       當有       當然     當群長     節果舊 
##          1          1          1          1          1          1 
##       綁定       綁架         群       群長   群組太多     群組能 
##          1          1          1          1          1          1 
##     群組裡     群組轉       群發       群裡         腰     號的啊 
##          1          1          1          1          1          1 
##       解鎖         話       話筒         該         豋       跟換 
##          1          1          1          1          1          1 
##       跳動       跳選         載       遇到       運轉         過 
##          1          1          1          1          1          1 
##       過了       過期       鈴響       電信       電流       預設 
##          1          1          1          1          1          1 
##       飽了       圖同       圖像       團隊       對象         幣 
##          1          1          1          1          1          1 
##       截圖       撤銷       歌曲         滴       熊大       瘋掉 
##          1          1          1          1          1          1 
##       管理     精簡版       綠色       維持       維修         製 
##          1          1          1          1          1          1 
##       認定         誤       說話       說過       說錯         需 
##          1          1          1          1          1          1 
##       噁心         噗       噴電       增設       影音     撥電話 
##          1          1          1          1          1          1 
##       播打       標示       標記       標題       標籤         樣 
##          1          1          1          1          1          1 
##       確定       確認         罵       蝦米       複雜         調 
##          1          1          1          1          1          1 
##       調整       請人       請加       請求     請待會       請查 
##          1          1          1          1          1          1 
##       請教         賠       賬戶       鋪開       靠北         鬧 
##          1          1          1          1          1          1 
##       儘早       儘速       導致       整天       整合     機後想 
##          1          1          1          1          1          1 
##       機要       機都       機會       歷史       獨獨       賴一 
##          1          1          1          1          1          1 
##       賴用       賴我       賴是     賴裡面       辦賴       辨識 
##          1          1          1          1          1          1 
##       遲緩       遲遲       遺失       錢幣         錯       錯亂 
##          1          1          1          1          1          1 
##       險是       儲值         懂       懇請       檔有       檢測 
##          1          1          1          1          1          1 
##       檢視       檢舉       獲得       糟透     糟透了         總 
##          1          1          1          1          1          1 
##       聯絡     聯絡人       聯繫       聲響     講話聲         謝 
##          1          1          1          1          1          1 
##   謝謝你們       賺錢       避開       還用     還在轉       還沒 
##          1          1          1          1          1          1 
##       還看     還閃退       還移       還會       還跳       還滿 
##          1          1          1          1          1          1 
##         鍵         雖       點入       點開       點解       點閱 
##          1          1          1          1          1          1 
##       點整       斷線   斷斷續續       濾鏡       簡易       舊帳 
##          1          1          1          1          1          1 
##       轉的     鎖起來       雜訊     離不開       壞掉         瀧 
##          1          1          1          1          1          1 
##         穩     穩定度       邊當       鏡頭       關了     關群組 
##          1          1          1          1          1          1 
##       關機     關鍵字         難       難度       難解       類似 
##          1          1          1          1          1          1 
##       耀升       蘋果   覺得很有       灌群       爛爆       響起 
##          1          1          1          1          1          1 
##       響鈴         飆       聽到       讀賴       讀鍵       變回 
##          1          1          1          1          1          1 
##       變得       讚美       讚揚          1         12         20 
##          1          1          1          2          2          2 
##         24         30         40        App       ASUS      emoji 
##          2          2          2          2          2          2 
##        lag       LlNE       note      Note3       send       Sony 
##          2          2          2          2          2          2 
##        the         Z5         ㄅ         ㄋ         ㄝ       一入 
##          2          2          2          2          2          2 
##       一些       一張       一會       一顆       七星       人家 
##          2          2          2          2          2          2 
##       人數       三次       上去         下       小米       不同 
##          2          2          2          2          2          2 
##       不是       不停       不管         六       分享       分組 
##          2          2          2          2          2          2 
##         及       反而       反應         天       太扯         毛 
##          2          2          2          2          2          2 
##         且       他們     他媽的       仙子         以         加 
##          2          2          2          2          2          2 
##       另外         只       叮噹       可是       可能       平版 
##          2          2          2          2          2          2 
##       必須       打到       用了       用心       全沒         吃 
##          2          2          2          2          2          2 
##       回到       回報       在線       多少       好玩       好煩 
##          2          2          2          2          2          2 
##       字狂         存       存在       存取       尖銳       成員 
##          2          2          2          2          2          2 
##       有些       有時       有開       有點       考慮         而 
##          2          2          2          2          2          2 
##       行動       何賴       否則         呀       完整       我們 
##          2          2          2          2          2          2 
##       我嗎       找回       改回       改成       改版       沒收 
##          2          2          2          2          2          2 
##     狂閃退         秀         事       來電       依然     其他人 
##          2          2          2          2          2          2 
##       其它       制度       刺耳       協助       奇怪       居然 
##          2          2          2          2          2          2 
##       忽然       或是       放在         法     玩遊戲       的話 
##          2          2          2          2          2          2 
##         直       空間         者       非爛         係         信 
##          2          2          2          2          2          2 
##       信箱       品質       後來         怎       怎會       恢復 
##          2          2          2          2          2          2 
##       持續       查看       活動       相片       紅點       背景 
##          2          2          2          2          2          2 
##       英文       要用       要開       重要       重試         音 
##          2          2          2          2          2          2 
##       香港       個人         剛       原本       原因         唔 
##          2          2          2          2          2          2 
##         唷         娘         害       容易       容量       時常 
##          2          2          2          2          2          2 
##       留言       破音       能夠       能將       訊號         隻 
##          2          2          2          2          2          2 
##         馬     動畫圖       夠爛         將       帳密       捷徑 
##          2          2          2          2          2          2 
##       接收       推出       晚上       移除       終於       莫名 
##          2          2          2          2          2          2 
##       被盜       這種       連接       連絡       連開       連續 
##          2          2          2          2          2          2 
##         喔       喜歡       單一       幾天       幾個       提升 
##          2          2          2          2          2          2 
##         最       無言         番     登入後     登不上       登陸 
##          2          2          2          2          2          2 
##       發來       稍候       蛙嗎       貼換         超       超級 
##          2          2          2          2          2          2 
##       超過     進不了       開著       傳給       傻眼       感謝 
##          2          2          2          2          2          2 
##     新手機       新機       當掉         綁       裝置         解 
##          2          2          2          2          2          2 
##         試       跟進       過去       過年         隔     電話費 
##          2          2          2          2          2          2 
##         圖       圖示       圖案       實用         對         慢 
##          2          2          2          2          2          2 
##       管道       精簡       網站       認識       語言     酷洛米 
##          2          2          2          2          2          2 
##       需要       彈回       撥打       播放       數量       蝴蝶 
##          2          2          2          2          2          2 
##       震動         靠       機時       螢幕         辦       選擇 
##          2          2          2          2          2          2 
##   錯誤代碼         頭       頭貼       頭像     幫幫我       應該 
##          2          2          2          2          2          2 
##       糟糕       總是     繁體字       臉書         講         邀 
##          2          2          2          2          2          2 
##       邀請       還我       還原       還給       雖然     點抽到 
##          2          2          2          2          2          2 
##       點嗎         斷       斷掉     簡體字       鎖定       穩定 
##          2          2          2          2          2          2 
##         關     關不掉       難用       嚴重       爛到       爛耶 
##          2          2          2          2          2          2 
##       爛爛       變爛       驗證         A9         fb        GIF 
##          2          2          2          3          3          3 
##        htc       sony         ㄉ         ㄚ       一起       一點 
##          3          3          3          3          3          3 
##         入       上下       下去       不用       不好       不給 
##          3          3          3          3          3          3 
##       中文       今天         內       支援         他       加入 
##          3          3          3          3          3          3 
##       卡住       只有       可否       外部         未       再試 
##          3          3          3          3          3          3 
##       同上         回       回來       地方       多久       多個 
##          3          3          3          3          3          3 
##         如         字         次         至       困擾       完美 
##          3          3          3          3          3          3 
##         忘     我的賴       我要         改       更改         求 
##          3          3          3          3          3          3 
##       那些     使用者       兔兔         非       信息       很久 
##          3          3          3          3          3          3 
##       很賴   怎麼回事     怎麼樣       指紋         星     美人魚 
##          3          3          3          3          3          3 
##       重灌       限制       限時       時會   根本無法         真 
##          3          3          3          3          3          3 
##       耗電       退出         鬼         動         掉         欸 
##          3          3          3          3          3          3 
##       異常       竟然         設       軟體         這       速度 
##          3          3          3          3          3          3 
##       幾次       最後       殘留         無       然後       發生 
##          3          3          3          3          3          3 
##         等         貼         越         進     開不起       開機 
##          3          3          3          3          3          3 
##       階級       傳歌       想要       裡面       誇張     資料夾 
##          3          3          3          3          3          3 
##       跳到       跳掉     電話會         誒       模式         線 
##          3          3          3          3          3          3 
##       儘快       整個       賴的       選項       靜音         幫 
##          3          3          3          3          3          3 
##       檔案       還不       隱藏       簡單       轉移       關掉 
##          3          3          3          3          3          3 
##       覺得         讀   <U+3E32>         10        Z5P       一半 
##          3          3          4          4          4          4 
##       小時       才能       不然       不穩       分鐘         去 
##          4          4          4          4          4          4 
##       只是       目前         全       同時       回應       如何 
##          4          4          4          4          4          4 
##       如果         早     有時候         你         刪       求解 
##          4          4          4          4          4          4 
##       那麼     怪怪的         版       非常       看到       紅米 
##          4          4          4          4          4          4 
##   重新安裝       重裝         個         拿       桌面         送 
##          4          4          4          4          4          4 
##         閃         啥         常       排除       接聽   莫名其妙 
##          4          4          4          4          4          4 
##       這次         連       最新       無故       稍後       結果 
##          4          4          4          4          4          4 
##       超好       越爛       開始       開起       匯入         幹 
##          4          4          4          4          4          4 
##       搜尋         當       經常         裡       過後       電腦 
##          4          4          4          4          4          4 
##         像       徹底     認證碼       數字       錄音   應用程式 
##          4          4          4          4          4          4 
##       還有       還要       轉傳       雜音       贈送       爛透 
##          4          4          4          4          4          4 
##         響       變成   <U+393C>       SONY       一定       上線 
##          4          4          5          5          5          5 
##         中       安卓       有人       而且         找       更好 
##          5          5          5          5          5          5 
##       沒用       所有       抱歉       直接       直說       保留 
##          5          5          5          5          5          5 
##       封鎖         按       是否     看不到         重       重登 
##          5          5          5          5          5          5 
##       根本     記事本       強制       這個       等到       視窗 
##          5          5          5          5          5          5 
##       註冊         買     越來越       幫忙         聲         點 
##          5          5          5          5          5          5 
##         壞       爛死    Android        app         m8      Note4 
##          5          5          6          6          6          6 
##         ㄧ       一堆         上         太       出去       失敗 
##          6          6          6          6          6          6 
##         打       打字       全部       因為       多次       好嗎 
##          6          6          6          6          6          6 
##       安裝     有沒有       但是       別的       刪掉         更 
##          6          6          6          6          6          6 
##         來         呢       延遲       建議       很爛     怎麼辦 
##          6          6          6          6          6          6 
##         時       記錄         麻       幹嘛         想         搞 
##          6          6          6          6          6          6 
##       解決         嘛         與         噠         賴       儲存 
##          6          6          6          6          6          6 
##         檔       購買         舊   <U+3E31>          2          5 
##          6          6          6          7          7          7 
##       一次       上傳       不想       以後         叫       正確 
##          7          7          7          7          7          7 
##         多       更換         那       所以       明明       東西 
##          7          7          7          7          7          7 
##       版本         阿       很煩       拜託       要點       動態 
##          7          7          7          7          7          7 
##       提示       登出       登錄         給       當機       號碼 
##          7          7          7          7          7          7 
##       資料         還       簡訊       一個       不錯   手機號碼 
##          7          7          7          8          8          8 
##         可         再       如題       收到       你們         耶 
##          8          8          8          8          8          8 
##         啦       備份       就是       畫面     進不去       進來 
##          8          8          8          8          8          8 
##       煩請       遊戲       鈴聲       對話       網路         誰 
##          8          8          8          8          8          8 
##       擴音         變         讚       已經       不行       內容 
##          8          8          8          9          9          9 
##         出       打開         吧         把       系統         或 
##          9          9          9          9          9          9 
##         從     聊天室       進入       黑屏        6.0         小 
##          9          9          9          9         10         10 
##       之前       其他       垃圾       修正       時候       消失 
##         10         10         10         10         10         10 
##         被       最近       錯誤         讓         已       以前 
##         10         10         10         10         11         11 
##     打電話       回覆     收不到       快點       改進       每次 
##         11         11         11         11         11         11 
##       相簿       修復       時間       常常       現在       盡快 
##         11         11         11         11         11         11 
##       趕快       輸入        HTC         一       已讀       方便 
##         11         11         12         12         12         12 
##       好用       自己       別人       突然       Line       真的 
##         12         12         12         12         13         13 
##       起來       這樣       程式       新增       認證         M8 
##         13         13         13         13         13         14 
##       不了       頁面       處理         跟       跳出       請問 
##         14         14         14         14         14         14 
##       關閉       不到       到底       朋友       紀錄       執行 
##         14         15         15         15         15         15 
##         跑         機       謝謝       一下         卻       怎樣 
##         15         15         15         16         16         16 
##       設定       麻煩       圖片         說         聽         但 
##         16         16         16         16         16         17 
##       很多       密碼       換機         新       LINE         人 
##         17         17         17         17         18         18 
##         換       視訊       廣告   <U+3E38>       自動       完全 
##         18         18         18         19         19         19 
##         和       無效       運作       正常       知道       換手 
##         19         19         19         20         20         20 
##         才       刪除       為何         看       停止       之後 
##         21         21         21         22         22         23 
##       使用       聊天         登       群組       電話       增加 
##         23         23         23         23         23         23 
##       好友         快         啊       帳號       照片   電話號碼 
##         24         24         24         24         24         24 
##       影片         又       怎麼       套用       對方   <U+3E30> 
##         24         25         25         25         25         26 
##       一樣       重新         傳       語音       出來       出現 
##         26         26         26         26         28         28 
##         完         能       傳送         跳         爛       不見 
##         28         28         28         28         28         29 
##       辦法       手機       不要       不會         開       通話 
##         29         30         31         32         32         33 
##       進去       開啟   <U+613C>         好       問題         在 
##         33         33         34         34         34         35 
##       聲音     打不開   <U+653C>       通知   <U+623C>         到 
##         35         36         40         40         41         41 
##       還是       免費       功能         很         要         嗎 
##         41         42         44         44         44         44 
##       貼圖       下載       沒有       line       代幣         就 
##         45         46         46         47         47         50 
##       提醒       顯示       希望         會         沒         也 
##         54         55         56         57         58         59 
##       登入       改善         是       閃退   <U+3E64>         用 
##         59         61         61         62         63         65 
##         請         有       主題         不       什麼         為 
##         70         77         85         93         95         95 
##       可以         後         我       不能       訊息       一直 
##         97        104        117        120        120        126 
##         了         都       無法       更新         的 
##        149        153        171        179        267

2-2.採用jiebaR進行斷詞,以標注詞性的斷詞引擎進行斷詞

tagseg = worker('tag')
resultSegmentCorpus1 <- segment(result, tagseg)
resultSegmentCorpus1
##            v            a            n            d            m 
##       "讚揚"         "好"         "丫"     "越來越"       "多少" 
##            x           uj            d            f            v 
##       "見過"         "的"       "更新"         "後"       "停止" 
##           vn            n            d            v            n 
##       "運作"       "火氣"       "一直"       "上升"       "代幣" 
##            n            d            v            d            v 
##       "頁面"         "都"       "顯示"         "不"       "出來" 
##            d            f            n            d            v 
##       "更新"         "後"       "訊息"       "時常"     "收不到" 
##            r            v            x           zg            a 
##         "我"       "喜歡"       "因為"         "很"         "好" 
##            p            d           zg            a            t 
##         "用"         "也"         "很"       "方便"         "當" 
##           zg            x           uj            n            n 
##         "為"       "何賴"         "的"       "電話"       "朋友" 
##            v            v            v           zg            v 
##         "打"       "進來"       "不會"         "響"       "希望" 
##            v            n           uj            n            v 
##         "有"       "簡訊"         "的"       "時候"       "關閉" 
##            v           uj            n           df            v 
##       "提醒"         "的"       "訊息"       "不要"         "跳" 
##            v            d            v            v           vn 
##       "出來"       "一直"       "出現"       "停止"       "運作" 
##            d            f            c            n            v 
##       "更新"       "之後"       "還是"       "無法"       "進入" 
##            n            d            v            d            v 
##       "程式"       "一直"       "出現"         "已"       "停止" 
##           vn           zg            r            r            t 
##       "運作"         "為"       "什麼"         "我"       "明明" 
##            v            v            c            n            v 
##         "有"       "說話"         "但"       "對方"         "聽" 
##            v            v           ul            v            d 
##       "不到"         "開"         "了"       "提示"         "都" 
##            v            n            v            v            v 
##     "收不到"       "訊息"       "希望"         "能"       "改善" 
##           zg            r            r           uj          eng 
##         "為"       "什麼"         "我"         "的"       "LINE" 
##            d            v           zg            v          eng 
##       "常常"       "出現"         "很"       "抱歉"       "LINE" 
##            v           vn            x            r            p 
##       "停止"       "運作"       "我要"       "怎麼"         "用" 
##            n            c            p            l            x 
##       "通話"       "可以"         "把"     "打電話"     "用防觸" 
##            v            y          eng            v           uj 
##         "控"         "嗎"     "IPhone"       "傳出"         "的" 
##            n            p          eng            n            v 
##       "圖案"         "在"    "Android"       "手機"       "不能" 
##            v            v            v            n            a 
##       "顯示"       "出來"       "提醒"       "功能"       "失效" 
##           ad            v            n            d            v 
##       "完全"         "沒"       "聲音"         "也"         "沒" 
##            v            v            v            r            v 
##         "跳"       "出來"       "希望"       "自己"         "買" 
##           uj            v            p            v            c 
##         "的"       "貼圖"         "用"       "不到"       "可以" 
##            v            n            v           nz            f 
##         "送"       "好友"       "更換"     "新手機"         "後" 
##            n            x            v           zg            v 
##       "無法"       "登入"       "使用"         "請"       "改善" 
##          eng           vn            v            n            d 
##       "line"       "自動"       "跳出"       "記錄"         "都" 
##            n           ul            v            a            y 
##       "消失"         "了"       "改善"         "好"         "嗎" 
##          eng          eng          eng          eng          eng 
##        "How"       "come"       "some"      "parts"    "changed" 
##          eng          eng          eng          eng          eng 
##         "to" "simplified"    "chinese"      "after"     "update" 
##            d            t            n            n            v 
##       "更新"       "後代"         "幣"       "頁面"         "開" 
##            v           zg            n            x            d 
##       "不了"         "啊"       "無法"       "登入"       "一直" 
##            v            n            d            v           zg 
##       "出現"       "無法"       "正常"       "執行"         "請" 
##            d            x            n            x           zg 
##       "稍候"       "再試"       "無法"       "登入"         "為" 
##            r            v            n            a            v 
##       "什麼"         "會"   "電話號碼"       "無效"         "開" 
##            v            c            d            v            n 
##       "提醒"       "但是"         "都"       "沒有"       "聲音" 
##           nr            x            t            n            v 
##         "耶"       "為何"       "明明"       "訊息"         "有" 
##            v            p            n            n            v 
##     "傳出去"         "給"       "對方"       "對方"       "卻說" 
##            v            v            v            f            v 
##       "沒收"         "到"       "希望"       "以後"         "有" 
##          eng            v            n            n            c 
##        "LBS"       "認識"       "朋友"       "功能"       "如果" 
##            c            v            f            n            d 
##       "可以"         "看"       "上下"         "線"         "就" 
##            a            d            x            a            r 
##         "好"       "更新"       "完要"       "重登"         "我" 
##            n            x          eng            v            n 
##       "記錄"     "全沒幹"       "LINE"       "沒有"       "辦法" 
##            v            n            v            n            x 
##       "放上"       "桌面"       "可惡"       "無法"       "開啟" 
##            d            m           ul            n            x 
##       "已經"       "三天"         "了"       "無法"       "開啟" 
##            n            d            f            c            r 
##       "程式"       "更新"       "之後"       "還是"       "一樣" 
##          eng           zg          eng            n            v 
##      "Note4"         "講"       "line"     "電話會"         "有" 
##            n          eng            v            n            p 
##       "雜音"      "Note5"         "沒"       "辦法"         "把" 
##           nz            v            v            x            v 
##       "聊天"       "提醒"       "關掉"       "太扯"       "沒有" 
##            n            v            t            d            f 
##       "辦法"       "回到"       "最初"       "更新"       "以後" 
##          eng            v            n           ul            a 
##       "line"       "沒有"       "音效"         "了"         "快" 
##            v            v            v            c            v 
##       "改善"       "難用"         "有"       "即時"       "通用" 
##           zg            v            p           zg            n 
##         "誰"         "要"         "用"         "這"       "垃圾" 
##            r            d            v            d            v 
##         "我"       "更新"         "完"         "也"         "登" 
##            d            v           ul           zg            r 
##         "不"       "進去"         "了"         "為"       "什麼" 
##          eng           zg            r            r           uj 
##        "SOS"         "為"       "什麼"         "我"         "的" 
##          eng            v            v            d            v 
##       "LINE"       "不能"       "驗證"       "一直"       "出現" 
##            n            d           ad            a            v 
##       "電話"         "不"       "正確"         "重"       "下載" 
##            f            r            v           zg            d 
##       "以後"       "每次"       "進去"         "時"         "都" 
##           zg            v            f            v            d 
##         "說"       "失敗"       "同上"         "登"         "不" 
##            v            v           ul           zg            m 
##       "進去"         "試"         "了"         "很"       "多次" 
##            d            v            n            v            a 
##         "都"       "顯示"       "無法"       "執行"         "好" 
##            n            m            v            n            r 
##       "朋友"         "多"       "出來"       "聯繫"       "彼此" 
##            n            c            c           ns            n 
##   "情感世界"       "因此"         "而"       "美麗"       "照片" 
##            n           uj            n            d           ul 
##       "好友"         "的"       "照片"       "更新"         "了" 
##            d            v            v            r            n 
##         "卻"       "沒有"     "換過去"       "什麼"       "時候" 
##            v            v            v            v            v 
##         "能"       "解決"         "會"         "跑"         "到" 
##            f           nz            n           uj            n 
##       "以前"       "聊天"       "紀錄"         "的"       "問題" 
##          eng            x           zg            a           zg 
##      "Note4"       "破音"         "很"       "嚴重"         "請" 
##            d            v           nr            v            n 
##       "快點"       "解決"     "何時能"       "增加"       "指紋" 
##            v            v           zg            r            r 
##       "辨識"       "解鎖"         "為"       "什麼"       "別人" 
##            n            n            x            d            v 
##         "傳"       "圖片"       "給我"         "都"       "不能" 
##            x            r            a            x            v 
##       "看呀"         "我"       "連續"       "登入"       "失敗" 
##            v            l            v            d            v 
##         "要"     "怎麼辦"         "開"         "不"       "起來" 
##            d            v            d            v            d 
##       "一直"         "開"         "不"       "起來"       "一直" 
##            v            v            v            v            x 
##       "顯示"         "要"       "回報"       "增加"       "群組" 
##            n            n            c            v            x 
##       "階級"       "制度"       "可以"       "增加"       "群組" 
##            n            n            y            x           uj 
##       "階級"       "制度"         "嗎"       "創群"         "的" 
##            x            x           vn            n            d 
##     "當群長"       "群長"       "管理"       "階級"       "不好" 
##            y            d            v           zg            x 
##         "嗎"       "更新"         "完"         "很"       "噴電" 
##            t            d            v            f            n 
##       "今日"       "更新"         "完"         "後"     "耗電量" 
##            v           zg            v            n            d 
##       "增加"         "請"       "改善"       "影片"       "依然" 
##            v            v            d            v            l 
##       "不能"         "看"         "也"       "不能"     "打電話" 
##            d            f            v            n           uj 
##       "更新"         "後"         "拿"       "代幣"         "的" 
##            n            c            r            d            v 
##       "影片"       "還是"       "一樣"         "都"       "不能" 
##            v            c            v            l            x 
##         "看"       "而且"       "不能"     "打電話"       "閃退" 
##            v            r            x            x            n 
##         "是"       "怎樣"       "越用"       "越爛"       "垃圾" 
##            v            x            d            f            n 
##       "無限"       "閃退"       "更新"         "後"       "問題" 
##            d            f          eng            v            x 
##       "更新"         "後"       "line"       "不能"       "開啟" 
##            a            n            d            v            x 
##         "重"       "開機"         "也"       "沒用"       "群組" 
##            n            x            x            v            n 
##       "鈴聲"     "關不掉"       "群組"       "提示"       "鈴聲" 
##            x            x            v            v            v 
##     "關不掉"       "好用"       "希望"         "能"         "像" 
##          eng            r           nz            d            v 
##  "messenger"       "一樣"       "換機"         "也"         "能" 
##            v            n            l            x            l 
##       "保留"       "紀錄"     "有時候"       "很當"     "有時候" 
##            v            v            v            r            m 
##         "會"       "出現"         "回"         "另"       "一個" 
##           uj            n            a            n            v 
##         "的"         "字"         "小" "<U+89C6>窗"       "傳送" 
##            k            a            n            v            k 
##         "者"         "小"       "視窗"       "傳送"         "者" 
##            n            n            v            d           ad 
##       "訊息"       "錯誤"       "顯示"         "已"       "完全" 
##            v            v            n            n            x 
##       "排除"       "感謝"     "工程師"       "用心"         "唷" 
##            n            f           uj            n            v 
##       "好友"       "旁邊"         "的"       "紅點"         "是" 
##            n           uj            n            v            v 
##       "幹嘛"         "的"       "建議"       "希望"         "能" 
##           ad            v          eng            n            v 
##       "直接"         "讓"        "GIF"     "動態圖"       "放在" 
##           nz           zg          eng          eng            x 
##       "聊天"         "裡"        "htc"         "A9"       "安卓" 
##            m            n            d            n            x 
##        "6.0"       "系統"       "一直"       "資料"       "全沒" 
##          eng          eng            x            m            n 
##        "htc"         "A9"       "安卓"        "6.0"       "系統" 
##            d            n            x            v            n 
##       "一直"       "資料"       "全沒"         "出"       "問題" 
##           ul            v            n            v            n 
##         "了"         "沒"       "辦法"       "換手"         "機" 
##            v            r           uj            v            l 
##       "登錄"         "我"         "的"       "貼圖"     "怎麼辦" 
##            v            v            v            v            v 
##     "打不開"     "打不開"     "打不開"     "打不開"     "打不開" 
##            v          eng            c            n            v 
##     "打不開"         "M8"       "還是"       "無法"       "使用" 
##            a           zg            d            v            v 
##       "方便"         "圖"         "都"         "死"       "要錢" 
##            v            x            c            v            n 
##       "提醒"       "有開"         "但"         "沒"       "聲音" 
##            a           uj            n            v            n 
##         "舊"         "的"       "備份"       "是否"       "無法" 
##            d            v           ul            r            d 
##         "再"       "還原"         "了"       "這次"       "更新" 
##            f            n            r            v            n 
##         "後"       "主題"       "一樣"         "沒"       "辦法" 
##            v           zg            v            v            n 
##       "更換"         "請"       "改善"         "沒"       "辦法" 
##            x           uj            v            v            n 
##     "關群組"         "的"       "提醒"         "如"       "內容" 
##            d           zg            r            v            n 
##       "到底"         "為"       "什麼"       "打開"       "訊息" 
##            n            d            v            v            v 
##       "內容"         "就"         "會"         "跳"         "到" 
##            f            n            d            n            d 
##       "以前"     "煩死人"       "最新"       "版本"       "最新" 
##            n            x            m            c            v 
##       "版本"       "安卓"        "6.0"       "還是"       "不能" 
##            p            r            d            v            b 
##         "用"       "你們"       "到底"     "有沒有"       "心要" 
##            v            n            v           zg            a 
##       "留住"     "消費者"       "請問"         "請"         "快" 
##            v            x            n           zg            a 
##       "修復"       "閃退"       "問題"         "請"         "快" 
##            v            x            n            n            d 
##       "修復"       "閃退"       "問題"       "主題"       "一直" 
##            v            a            v            x            p 
##         "要"       "重新"       "下載"       "兔兔"         "跟" 
##            x            v           zg            r            n 
##       "熊大"       "才能"         "換"       "別的"       "主題" 
##            m            r            d           zg            v 
##   "三天兩頭"       "這樣"       "真的"         "很"       "討厭" 
##            d            f            n            v            v 
##       "更新"         "後"       "訊息"         "沒"       "通知" 
##            d            v            c            n            v 
##       "更新"         "完"       "所以"       "紀錄"       "不見" 
##           ul            c            x            x            v 
##         "了"       "可以"       "給個"     "回應嗎"       "貼圖" 
##            r            d            n            v            m 
##       "怎麼"         "都"       "無法"       "檢視"         "一" 
##            p            d           ad            v           ul 
##         "按"         "就"       "直接"       "送出"         "了" 
##            y           an            p            n            p 
##         "呢"       "麻煩"         "把"       "廣告"         "用" 
##           zg            d            f            v            v 
##         "掉"       "更新"         "後"         "有"         "開" 
##            v            n            c            v            n 
##       "提醒"       "訊息"       "還是"         "沒"       "聲音" 
##            d            v          nrt            r            v 
##       "趕快"       "改善"       "拜託"       "這次"       "改成" 
##            m            n            n            n            n 
##       "一堆"         "人"       "帳號"       "無故"       "消失" 
##            c            f            v           df            v 
##       "無言"       "之前"       "設定"       "不要"       "通知" 
##            n            n            p            v           df 
##       "鈴聲"       "結果"         "被"       "設定"       "不要" 
##            v           uj            x            c            n 
##       "通知"         "的"       "群組"         "或"       "個人" 
##            r            v            v           uj            d 
##       "一樣"       "叮噹"       "叮噹"         "的"       "一直" 
##           zg           zg            v            n           uj 
##         "來"         "點"       "進去"       "對話"         "的" 
##            n            d            v            v           zg 
##       "時候"         "都"         "跑"         "到"         "很" 
##            f           uj            n            v            c 
##       "之前"         "的"       "對話"         "去"       "還要" 
##            v            x            m            d            v 
##       "推出"     "再點入"       "一次"       "更新"         "完" 
##            f            c            r           zg          eng 
##       "之後"       "還是"       "一樣"         "爛"         "M8" 
##           uj            m            n            d            v 
##         "的"       "很多"     "使用者"         "都"         "開" 
##            d            v            c            x            v 
##         "不"       "起來"       "可以"       "盡快"       "改善" 
##            y            d            r            m           ul 
##         "嗎"       "更新"       "那麼"       "多次"         "了" 
##            v            c            m            v            n 
##       "提醒"       "還是"       "一會"         "有"       "聲音" 
##            m            v            n            c            v 
##       "一會"       "沒有"       "聲音"       "可以"       "改進" 
##            y            r           uj          eng            v 
##         "嗎"         "我"         "的"       "line"       "不能" 
##            v          eng          eng            n            n 
##         "映"    "YouTube"        "why"       "平板"       "手機" 
##            v            c            v          eng            v 
##       "不能"       "同時"       "使用"    "Android"       "不能" 
##            c            v            n            m            n 
##       "同時"       "使用"       "圖案"       "很多"     "動畫圖" 
##            d            v            v            d            v 
##         "都"       "不能"         "買"         "只"       "想要" 
##            r            v           zg           uj            n 
##       "那些"         "能"         "說"         "的"     "動畫圖" 
##            a           uj            n            r            v 
##       "無效"         "的"   "電話號碼"       "怎麼"         "搞" 
##           uj            x           ul            n            d 
##         "的"       "爛爆"         "了"       "朋友"         "都" 
##            x           ul            c            v            p 
##       "失聯"         "了"       "既然"         "能"         "在" 
##          eng            n            n            x            n 
##         "PC"         "版"       "共用"       "為何"       "手機" 
##           zg            v            d            v            v 
##         "與"       "平版"         "就"       "不能"       "共存" 
##            d            x            n           ad            d 
##       "更新"     "完無原"       "無故"       "突然"         "就" 
##            v            d            v            v            v 
##     "打不開"         "也"     "收不到"       "通知"         "沒" 
##            v            t            d            v            f 
##       "提醒"       "昨天"       "更新"         "完"         "後" 
##            v            v            n            v            n 
##       "沒有"       "提醒"       "響鈴"         "搞"         "屁" 
##           zg           zg            a            v            p 
##         "啊"         "請"         "快"       "解決"       "當了" 
##            x            d            v          eng           mg 
##       "為何"       "一直"       "出現"       "line"         "巳" 
##            v           vn           uj            n            d 
##       "停止"       "運作"         "的"       "訊息"         "也" 
##            n            v            x            x           zg 
##       "無法"         "開"       "啟了"          "5"         "係" 
##            x            v            p            r            d 
##       "怪彈"         "要"         "用"         "我"       "一定" 
##            x            n            x            d            n 
##          "5"       "會用"         "佢"       "一直"         "話" 
##            r            n            a            x          eng 
##         "我"       "電話"       "有錯"       "登入"       "line" 
##            n            a           zg            a           zg 
##   "手機號碼"       "無效"         "請"         "快"         "點" 
##            n            n            d            a            v 
##         "處"         "理"       "已經"       "重新"       "下載" 
##           zg            m            d            v            m 
##         "很"       "多次"         "還"         "是"         "一" 
##            n           nz            n            v            f 
##         "樣"       "換機"       "密碼"       "輸入"         "後" 
##            d            n            v            d            v 
##       "一直"       "無法"       "進入"       "一直"       "顯示" 
##            n            d            v           zg            d 
##       "無法"       "正常"       "執行"         "請"       "稍後" 
##            p            v            d            f            d 
##         "在"         "試"       "更新"         "後"       "常常" 
##            n            v            d            v            p 
##       "訊息"       "顯示"         "不"       "出來"       "除了" 
##            n            v            v          eng           uj 
##       "訊息"         "沒"       "顯示"       "line"         "的" 
##            n            d            v            x            r 
##       "畫面"         "也"         "會"       "累格"       "其他" 
##            n            v            r            c          eng 
##       "程式"       "不會"       "這樣"       "只有"       "line" 
##            v            r            c            a            x 
##         "會"       "這樣"       "可以"       "容易"     "點抽到" 
##            m           nz            x            c            a 
##         "六"       "七星"       "蛙嗎"       "可以"       "容易" 
##            x            m           nz            x            n 
##     "點抽到"         "六"       "七星"       "蛙嗎"       "感覺" 
##            d           an           ul            x            n 
##         "太"       "困難"         "了"       "好用"       "通話" 
##            n            x            a           ul           ad 
##       "品質"         "讚"         "壞"         "了"       "完全" 
##            v            d            v            d            x 
##         "開"         "不"       "起來"       "更新"       "完都" 
##            v            v            x            x            v 
##       "不能"         "登"       "好用"         "讚"       "提醒" 
##            d            v            n            v            v 
##         "都"       "沒有"       "聲音"         "開"       "提醒" 
##            m            n            f            d            v 
##       "兩個"       "小時"         "後"         "才"       "提醒" 
##            c            r            x           zg           ns 
##       "還要"       "自己"       "點入"         "爛"       "東西" 
##            d            x            n            r            n 
##       "一直"       "當機"       "垃圾"       "什麼"       "垃圾" 
##            a            v            p            x            m 
##       "根本"       "不能"         "用"       "我連"       "一顆" 
##            n            d            v            p            n 
##         "星"         "都"       "不想"         "給"       "無法" 
##            x           vn            n            a            v 
##       "開啟"       "免費"       "代幣"       "不錯"       "希望" 
##            v            v            n            v            n 
##         "能"       "保留"       "記錄"       "當掉"       "無法" 
##            d            x          eng          eng            i 
##       "正常"       "開啟"        "Htc"         "a9"   "莫名其妙" 
##            v            r            a            x            m 
##         "叫"         "我"       "重新"       "登入"       "幾天" 
##            f            d            r            v            v 
##         "後"         "又"       "一樣"       "莫名"       "登出" 
##            d            f            v            n            v 
##       "更新"         "後"         "無"       "訊息"       "通知" 
##            d            f            d            v            n 
##       "更新"         "後"         "都"       "沒有"       "訊息" 
##            v            v            r            p           zg 
##       "通知"         "害"         "我"         "以"         "為" 
##            r            x           ad            n           zg 
##         "怎"   "<U+9EBD>"       "突然"       "世界"         "變" 
##           nr           ul            n            n            d 
##       "安靜"         "了"       "視訊"       "通話"       "時常" 
##            x           nz            n            v            r 
##       "當機"       "聊天"       "視窗"       "希望"       "你們" 
##            c            v            m            p          eng 
##       "可以"         "出"       "一個"         "跟"         "fb" 
##            r           uj           nz            x            r 
##       "一樣"         "的"       "聊天"       "頭貼"       "這樣" 
##            d            a            d            x           zg 
##       "非常"       "方便"       "已經"       "說過"         "很" 
##            m           ul            d            d            d 
##       "多次"         "了"       "更新"         "都"         "不" 
##           nr            x            n            v            d 
##       "修正"       "閃退"       "問題"         "能"       "快點" 
##           nr            x            n            a            y 
##       "修正"       "閃退"       "問題"         "好"         "嗎" 
##          eng            n            v            d          eng 
##   "M60GPLUS"       "資料"       "存取"       "更新"       "LlNE" 
##           zg            m            r            d            n 
##         "這"       "幾天"       "怎麼"         "都"       "要點" 
##            v            d            v            v            n 
##       "進去"         "才"       "知道"         "有"       "訊息" 
##            y           zg            v            a            y 
##         "呢"         "請"       "改進"         "好"         "嗎" 
##          eng            n           an            v            v 
##        "GIF"         "檔"       "麻煩"       "支援"       "傳送" 
##          eng            n            v           zg          eng 
##        "GIF"         "檔"       "不會"         "響"       "Line" 
##            v            v           zg           zg            r 
##       "通知"       "不會"         "響"         "為"       "什麼" 
##            v            d            v            x            r 
##         "登"         "不"       "進去"       "不給"         "我" 
##            v            f            m            n           uj 
##       "刪除"         "上"       "一台"       "裝置"         "的" 
##            n            a            x            x            d 
##       "訊息"       "重新"       "登入"       "閃退"       "更新" 
##            v            c            d            x            c 
##         "完"       "還是"       "一直"       "閃退"       "而且" 
##            d            a           nz            v            m 
##         "更"       "嚴重"       "聊天"       "聊到"       "一半" 
##            d            r            n            n            d 
##       "一直"       "這樣"       "訊息"       "語音"         "都" 
##            a            v           ul            a           an 
##         "白"         "弄"         "了"       "很煩"       "麻煩" 
##            v            d            d            x           zg 
##       "改善"         "越"       "更新"       "越爛"         "唉" 
##            v            d            m            n            d 
##       "不想"       "更新"       "很多"       "功能"         "不" 
##            a            d            t            x          eng 
##       "穩定"       "更新"       "過後"     "則是連"       "line" 
##            r           uj          eng            d            d 
##       "自己"         "的"        "app"         "都"         "不" 
##            a            d           zg            n           uj 
##       "穩定"     "越來越"         "爛"         "馬"         "的" 
##            m            p            d            v            v 
##       "一點"         "用"         "都"       "沒有"       "奇怪" 
##            v           zg            n            v            r 
##       "沒有"         "綁"   "電話號碼"         "要"       "怎麼" 
##            p           nz            n            c            r 
##         "用"       "換機"       "密碼"       "而且"         "我" 
##            r            n           uj            d            v 
##         "他"         "馬"         "的"         "又"         "沒" 
##            v            x            v            v            n 
##       "設定"       "老是"       "沒有"       "通知"       "鈴聲" 
##            c            v            n           zg          eng 
##       "只有"       "跳出"       "畫面"         "從"      "Note3" 
##            v          eng            r            n            d 
##       "換到"         "Z5"       "這個"       "問題"       "一直" 
##            v            v            v            m            v 
##       "沒有"       "解決"       "重灌"         "一"       "直說" 
##            n            n            n           vn          eng 
##   "電話號碼"       "錯誤"       "手機"       "重整"       "line" 
##            v            x            m            v            r 
##       "重灌"       "為何"         "一"       "直說"         "我" 
##           uj            n            n            r            r 
##         "的"   "電話號碼"       "錯誤"       "怎會"       "這樣" 
##            v            n            v           vn            n 
##       "何解"       "無法"       "更改"       "行動"   "電話號碼" 
##            r            n            v            v            c 
##       "這個"       "程式"       "無從"       "挑剔"       "只是" 
##            v            m            b            d            a 
##         "有"       "一點"       "小小"         "不"       "完美" 
##            d            n            v           vn            n 
##       "就是"       "無法"       "更改"       "行動"   "電話號碼" 
##           zg            n            d           zg            i 
##         "請"     "幫幫我"       "更新"         "為"     "可更改" 
##            n            z           uj            n           zg 
##   "電話號碼"       "爛爛"         "的"       "圖片"         "為" 
##            r            n            d            t            y 
##       "什麼"         "傳"         "不"       "過去"         "呢" 
##            p          eng           nz            d            c 
##         "用"         "fb"     "聊天室"         "就"       "可以" 
##            n            v            c            r            n 
##         "傳"       "應該"       "不是"         "我"       "手機" 
##           uj            n            y            f           zg 
##         "的"       "問題"         "吧"       "最近"         "為" 
##            x            n            n           zg            d 
##       "何賴"       "人家"       "訊息"         "來"         "都" 
##            v            v            d            v            v 
##       "不會"         "叫"         "都"         "要"       "等到" 
##            r            p            v           zg            d 
##       "自己"         "按"       "進去"         "時"         "才" 
##            v            v            v           vn           zg 
##         "會"         "叫"       "停止"       "運作"         "很" 
##            v          eng            d            v           vn 
##       "抱歉"       "Line"         "已"       "停止"       "運作" 
##            v            r            t            x            m 
##         "是"       "怎樣"       "今天"          "2"         "18" 
##            m            v            d            v            r 
##         "12"       "點整"       "更新"       "完畢"       "怎麼" 
##            c            v           vn            d            f 
##       "還是"       "停止"       "運轉"       "更新"       "之後" 
##            n            n           zg            n            n 
##       "手機"         "版"         "與"       "電腦"         "版" 
##            c            v            r            v          eng 
##       "同時"       "使用"       "別人"         "打"       "line" 
##            n            a            n            v            v 
##       "無法"         "重"       "手機"       "接聽"       "變得" 
##            z           nr            d            p            x 
##     "怪怪的"         "賴"       "一直"         "被"       "灌群" 
##           nr            v            d            d            v 
##       "封鎖"       "刪除"         "也"       "一直"         "邀" 
##            v            d            v          nrt            d 
##       "檢舉"         "也"       "沒用"       "拜託"       "快點" 
##            x            d            f            d            v 
##       "改散"       "更新"         "後"         "都"         "沒" 
##            v            n            d           nr            n 
##       "提醒"       "如題"       "趕快"       "查明"       "原因" 
##            y            v            n            d            d 
##         "吧"         "沒"       "鈴聲"         "都"         "不" 
##            v            v            n            d            f 
##       "知道"         "有"       "訊息"       "更新"         "後" 
##            n            v            v            p            n 
##       "無法"         "送"       "貼圖"         "給"       "朋友" 
##           zg            n            v            n           zg 
##         "且"       "無法"       "購買"       "代幣"         "說" 
##           nz            v            n            v            v 
##     "伺服器"       "發生"       "問題"       "希望"         "刪" 
##            n            f            n            d            v 
##       "好友"         "後"       "對方"         "也"         "能" 
##            v            m            v            v            t 
##       "刪除"         "一"       "開始"       "加入"       "後來" 
##            v            v            v            c            n 
##       "後悔"         "想"       "刪除"         "但"       "對方" 
##            d            v           uj            v            n 
##       "依然"         "看"         "的"         "到"       "照片" 
##            v            n            v            v            c 
##       "覺得"       "噁心"       "貼圖"       "希望"       "可以" 
##            m           ad           ad            v            v 
##       "多個"       "徹底"       "完全"       "刪除"       "貼圖" 
##           uj            n           df            v            a 
##         "的"       "功能"       "不要"       "殘留"       "重新" 
##            v            v            c            m           ad 
##       "下載"       "希望"       "可以"       "多個"       "徹底" 
##           ad            v            v           uj            n 
##       "完全"       "刪除"       "貼圖"         "的"       "功能" 
##           df            v            a            v            v 
##       "不要"       "殘留"       "重新"       "下載"       "希望" 
##            c            m           ad           ad            v 
##       "可以"       "多個"       "徹底"       "完全"       "刪除" 
##            v           uj            n           df            v 
##       "貼圖"         "的"       "功能"       "不要"       "殘留" 
##            a            v           zg            a            c 
##       "重新"       "下載"         "很"       "重要"       "所以" 
##           zg            m            n            v           vn 
##         "說"       "三次"       "訊息"       "不會"       "自動" 
##            v            d            f            d            v 
##       "跳出"       "更新"         "後"       "異常"       "耗電" 
##            v            p            n            d            v 
##       "平版"         "跟"       "手機"         "都"         "會" 
##            v            r            n           zg            v 
##       "出現"       "這種"       "現象"         "請"       "改進" 
##            x            e            v            x            n 
##       "群組"         "嗨"       "請問"       "群組"       "人數" 
##           uj            v            v            c            d 
##         "的"       "上限"       "是否"       "可以"         "再" 
##            v            p            m            n            d 
##       "增加"         "至"        "500"         "人"       "至少" 
##            d            v            m            n          nrt 
##         "再"       "增加"        "100"         "人"       "拜託" 
##            n            n            d           zg           vn 
##       "人物"       "角色"         "都"         "很"       "生動" 
##            n            v            c            n            k 
##       "傳神"         "是"         "和"       "朋友"         "們" 
##            m            v           uj            n            v 
##       "一起"       "參與"         "的"       "遊戲"       "增加" 
##            l           uj            n            n            r 
##   "彼此之間"         "的"       "情感"       "交流"         "我" 
##            v            v            f           uj            r 
##       "想要"         "像"       "之前"         "的"       "一樣" 
##           ad            v            c            v            v 
##       "直接"       "出現"       "可以"       "打字"       "不用" 
##            v            v            x            d            c 
##       "進入"         "到"     "賴裡面"         "就"       "可以" 
##            v           uj            r            x           vn 
##       "打字"         "的"       "那種"       "為何"         "投" 
##            v            n            n            v            v 
##         "搞"       "動態"       "影片"       "不能"       "超過" 
##            q            m            v            v           mq 
##       "分鐘"         "一"       "直說"         "有"     "三分鐘" 
##            v            v            r           zg            v 
##       "限定"         "是"         "哪"         "裡"         "出" 
##            n           zg            d            f            v 
##       "問題"         "啊"       "更新"         "後"         "沒" 
##            v           ul            v            v            v 
##       "提醒"         "了"         "超"       "好玩"         "滴" 
##            f           nz            d            v            n 
##       "之前"       "換機"         "都"       "沒事"       "結果" 
##            r            d            n            n            v 
##       "這次"       "一直"       "重創"       "帳號"         "是" 
##           zg            r           vn            v           df 
##         "為"       "什麼"       "自動"       "擴音"       "不要" 
##           vn            v          eng          eng            n 
##       "自動"       "擴音"       "SONY"        "Z5P"       "語音" 
##            n            d          eng          eng            n 
##       "訊息"       "異常"       "SONY"        "Z5P"       "語音" 
##            n            v            x            q           uj 
##       "訊息"       "超過"          "1"       "分鐘"         "的" 
##            n            n            m            v            n 
##       "語音"       "訊息"         "55"     "秒左右"       "語音" 
##            d            v           ul            v            v 
##         "就"       "斷掉"         "了"       "不知"       "能否" 
##            v            r            v            y           nr 
##         "幫"         "我"       "處理"         "呢"       "謝謝" 
##            n            c            v            n            x 
##       "主題"       "還是"       "不能"       "套用"       "為何" 
##            v            x            d            f            v 
##       "不能"       "辦賴"       "更新"         "後"     "收不到" 
##            v            v            v          eng            a 
##       "通知"         "沒"       "打開"        "app"       "根本" 
##            d            v            r          eng            a 
##         "不"       "知道"       "有人"       "line"         "快" 
##           nr            d            v            r            v 
##       "修正"         "不"         "懂"       "這樣"         "是" 
##            p            d            r           uj            v 
##         "在"       "更新"       "怎樣"         "的"       "提醒" 
##            r            v            v           zg            r 
##       "怎麼"       "不能"         "關"         "為"       "什麼" 
##            d            v           vn            x            x 
##       "一直"       "停止"       "運作"       "破音"       "很怪" 
##            n            v            d            v            x 
##       "帳號"         "登"         "不"       "進去"       "好用" 
##           uj            n            n            n            n 
##         "的"   "應用程式"       "語音"       "通話"       "對方" 
##            v            v            r           uj            f 
##         "接"       "起來"       "自己"         "的"         "後" 
##            n           vn           nr            d            v 
##       "螢幕"       "自動"       "黑屏"         "不"       "知道" 
##           zg            r            c            c            c 
##         "為"       "什麼"       "雖然"       "還是"       "可以" 
##            n            c            c            v            v 
##       "通話"         "但"       "還是"         "有"       "困擾" 
##            x            x            d            v            v 
##       "為何"       "還不"       "更新"       "貼圖"       "顯示" 
##           uj            n            v            c            v 
##         "的"       "速度"         "要"       "及時"       "出現" 
##          eng            n          eng           uj            v 
##    "Android"         "版"       "Line"         "的"       "貼圖" 
##            v           uj            n            p          eng 
##       "顯示"         "的"       "速度"         "比"        "iOS" 
##            n            c            a            d            x 
##       "版本"       "還要"         "慢"       "必須"       "盡快" 
##            v            p            v            v           uj 
##       "改進"         "在"       "選擇"       "貼圖"         "的" 
##            v            n            v            a            v 
##       "顯示"       "速度"         "要"       "流暢"       "才能" 
##            v            v            n            v            n 
##       "不用"       "等待"       "無法"       "傳送"       "影片" 
##            n            x            d            v            v 
##         "檔"       "群組"         "都"       "變成"       "沒有" 
##            n            n            v            d            d 
##       "成員"       "無法"       "留言"       "更新"         "也" 
##            v            r           an            d            v 
##         "是"       "一樣"       "麻煩"       "快點"       "處理" 
##           nr            c            c            q            n 
##       "謝謝"       "可以"       "只是"         "代"       "被盜" 
##            p            n            p            n           vn 
##         "用"       "被盜"         "用"       "帳號"       "發信" 
##            v            d            r            d           zg 
##       "通知"         "又"     "怎麼樣"       "已經"         "說" 
##            i            m            n            a            d 
##   "無法挽回"         "24"       "小時"       "有效"         "也" 
##            v            n           zg            r            v 
##       "無用"       "喇叭"         "為"         "啥"       "還用" 
##            v            x            x            v            v 
##       "不到"       "咪用"          "5"         "到"         "搞" 
##            v          eng            x            v            n 
##         "到"       "send"          "5"         "到"       "錄音" 
##            x            x            v            n           ud 
##       "同打"          "5"         "到"       "電話"         "得" 
##          eng            d           zg            x           an 
##       "line"         "先"         "係"         "咁"       "麻煩" 
##            v            m            d            d            x 
##       "跟進"       "一下"         "越"         "更"       "越爛" 
##          eng            m            d            v            v 
##        "bug"       "很多"       "常常"         "設"       "提醒" 
##           uj            n            x            n            v 
##         "的"         "群"       "組發"       "訊息"       "出來" 
##           uj            a            n            d            v 
##         "的"       "簡易"       "視窗"       "竟然"         "是" 
##            v            r            v            v            x 
##       "顯示"       "其它"       "關閉"       "提醒"       "群組" 
##           uj            n            x            x            d 
##         "的"       "對話"       "為何"       "還沒"       "更新" 
##            r            v            v          eng            c 
##         "我"         "想"       "進去"       "LINE"         "但" 
##            v            v            r           vn            v 
##     "進不了"       "還給"         "我"       "自動"       "退出" 
##            v            r            a            x            n 
##         "叫"         "我"       "重新"       "登入"       "帳號" 
##            n            v            v           zg            v 
##       "結果"         "登"       "進去"         "時"         "跑" 
##            v            m           nz            d            v 
##         "出"       "一堆"       "英文"       "一直"     "進不去" 
##            d            v            v            n            x 
##       "一直"     "打不開"       "換手"         "機"     "登不進" 
##           ul            d           zg            r            n 
##         "了"       "竟然"         "說"         "我"   "電話號碼" 
##            d           ad            v            r            n 
##         "不"       "正確"         "是"       "什麼"       "原因" 
##            v            x           ul            y            c 
##         "是"       "被鎖"         "了"         "嗎"       "可以" 
##            x            v            r            y           zg 
##       "竟快"       "回覆"         "我"         "嗎"         "很" 
##            v           zg            d            v            n 
##         "急"         "欸"       "居然"       "跳出"       "廣告" 
##            n            d           zg            v            c 
##       "訊息"       "似乎"         "很"       "耗電"       "只要" 
##          eng          eng           vn            v            n 
##      "clean"     "master"       "檢測"         "有"       "背景" 
##            x            m            v            v            v 
##       "重啟"     "若干次"       "導致"       "耗電"       "大增" 
##            u          eng          eng            d            p 
##         "之"        "app"       "line"       "一定"         "在" 
##            x            d            y            v           zg 
##       "裡面"       "真的"         "嗎"     "打不開"         "為" 
##            r            v          eng            n            n 
##       "什麼"     "打不開"      "Note4"       "語音"       "通話" 
##           zg            v          eng            v            n 
##         "很"         "吵"      "Note4"       "使用"       "語音" 
##            n            c           df            x            v 
##       "通話"       "可以"       "不要"     "有破音"       "出現" 
##            y            d            v           df            v 
##         "嗎"       "到底"         "要"       "不要"       "處理" 
##            d            n            d            r           zg 
##       "更新"       "問題"         "也"       "一樣"         "很" 
##            a           zg            d            f            n 
##       "方便"         "啊"       "更新"       "之後"       "通話" 
##            d           nr            r            v            d 
##         "都"       "黑屏"       "別人"       "打來"         "都" 
##           nr            x            r            x            d 
##       "黑屏"       "這要"       "怎麼"       "接啊"       "到底" 
##            r            m            v            d            v 
##       "怎麼"         "一"       "回事"       "趕快"       "改善" 
##            x           zg            v            v            d 
##       "好嗎"         "請"       "增加"       "刪除"         "已" 
##            v           uj            n            a            d 
##       "發出"         "的"       "簡訊"       "最好"         "也" 
##           df            v            n           zg            r 
##       "不要"       "通知"       "對方"         "說"         "我" 
##            v            v            m            n            v 
##         "有"       "撤銷"       "一次"       "簡訊"       "刪除" 
##            n            r            d            v            r 
##       "對方"         "那"         "不"       "刪除"         "那" 
##            v            v           uj           vn            x 
##       "等於"       "沒用"         "的"       "設計"       "有個" 
##            n            p            v            f            d 
##       "廣告"         "按"       "刪除"         "後"       "一直" 
##            v            v            f           vn            n 
##       "顯示"       "處理"         "中"       "連關"       "網路" 
##            d            v            t           nr            r 
##         "都"       "沒用"       "現在"         "連"       "別人" 
##           uj            n            d            n            v 
##         "的"       "對話"         "都"       "無法"         "看" 
##           zg            v            v            r            n 
##         "誰"         "能"       "告訴"         "我"       "答案" 
##            d            n            c            n            v 
##       "到底"       "圖片"         "和"       "影片"         "是" 
##            c            v            m            v            d 
##       "可以"       "保留"       "多久"         "如"         "不" 
##            d            v          eng            d            n 
##       "經常"         "看"       "LINE"       "就是"       "圖片" 
##            c            n            i            v            c 
##         "和"       "影片"   "根本無法"         "看"         "和" 
##            n            v            n            n            c 
##       "儲存"         "刪"       "好友"       "功能"       "可以" 
##            v            y            v            v            n 
##       "改進"         "嗎"       "希望"       "刪除"       "好友" 
##            v            v            d            v            d 
##         "能"       "刪了"         "就"         "能"       "真正" 
##            v            n           df            n            x 
##       "刪掉"       "好友"       "不要"       "對方"       "還看" 
##           uj            v            r           uj          eng 
##         "的"         "到"         "我"         "的"       "line" 
##            n            r            v            n            d 
##       "頭像"         "那"         "刪"       "好友"         "又" 
##            v            r            v          eng            v 
##         "有"       "什麼"       "作用"       "LINE"       "希望" 
##            c            p            v            n            n 
##       "可以"         "把"       "傳送"       "好友"       "資料" 
##            m            x            m            n           df 
##       "一次"     "最多選"         "20"         "人"       "不要" 
##            m            m            c            n            m 
##       "一次"       "一個"       "如要"         "傳"         "40" 
##            x            n            m            q            v 
##       "人要"         "傳"         "40"         "次"       "希望" 
##            c            v            n            d            m 
##       "可以"       "換成"         "傳"         "更"         "多" 
##            n            v           ul            n            d 
##         "人"       "收到"         "了"     "認證碼"         "卻" 
##            m            v           ul            r            n 
##     "一下子"       "跳到"         "了"       "別的"       "畫面" 
##            f            n            v            t            p 
##         "上"       "無法"       "輸入"       "後來"         "在" 
##            p            d           zg            r           uj 
##         "用"         "就"         "說"         "我"         "的" 
##            n            a            r           uj            n 
##       "電話"       "無效"         "我"         "的"       "電話" 
##            v            p           zg            v           ul 
##         "是"         "被"         "誰"       "綁架"         "了" 
##            r            v            p            n            v 
##         "我"         "是"         "用"       "電話"       "註冊" 
##           uj            v            v           zg            x 
##         "的"         "能"       "不能"         "請"       "加個" 
##            n            n            n            x            v 
##       "上線"       "下線"       "時間"       "好用"         "是" 
##           zg            p            c            v            v 
##         "很"         "用"         "但"         "能"       "不能" 
##            x            n            f            n           uj 
##       "請加"     "個別人"       "上下"         "線"         "的" 
##            n            j            d            x            n 
##       "時間"         "阿"       "比較"       "放便"         "傳" 
##            n           nr            v            n            v 
##       "訊息"       "謝謝"       "貼圖"       "功能"       "強化" 
##            v            v            v           zg            v 
##       "希望"         "可"       "考慮"         "為"       "貼圖" 
##            n            v            v            n           uj 
##       "功能"       "加入"       "類似"     "資料夾"         "的" 
##            n            c            x            m            v 
##       "型式"       "可以"       "將某"       "幾組"       "貼圖" 
##            v            m            v            v            v 
##       "放在"       "一起"       "減少"         "找"       "貼圖" 
##           uj            d            x            n            n 
##         "的"       "難度"       "很好"       "動態"       "視窗" 
##            v            c            v            v            v 
##       "是否"       "可以"       "選擇"         "要"       "出現" 
##            r            n            v            n            n 
##       "哪些"       "訊息"         "像"       "好友"     "玩遊戲" 
##           uj            n           zg            r            x 
##         "的"       "分數"         "與"         "我"       "無干" 
##           df            x            d            v            v 
##       "不要"       "勾選"         "就"       "不會"       "出現" 
##            u            x            n           ul            r 
##       "等等"     "群組轉"       "靜音"         "了"       "有人" 
##            v            x            c            v            v 
##         "入"       "群組"       "還是"         "會"       "提醒" 
##           nr            c            v            y          eng 
##         "耶"       "可以"       "改善"         "嘛"         "gt" 
##          eng            c            v            p            m 
##         "lt"       "另外"         "可"         "在"     "一對一" 
##           nz            f            v            n            a 
##       "聊天"         "中"       "增加"     "行事曆"       "方便" 
##            a            n            n            n            v 
##         "小"       "情侶"       "紀錄"       "無法" "開<U+5553>" 
##            d            f            m            b            v 
##       "更新"         "後"         "一"       "整個"       "壞掉" 
##            t            v            a            b            n 
##       "現在"       "刪掉"       "重登"       "所有"       "訊息" 
##            d            v            n            v            m 
##         "都"         "會"       "消失"         "有"       "很多" 
##            a            n          eng            c            d 
##       "重要"       "訊息"       "line"       "可以"       "趕快" 
##           nr            c            v            r            n 
##       "修正"       "並且"       "恢復"       "那些"       "訊息" 
##            y            v            n            d            v 
##         "嗎"       "匯入"       "訊息"         "已"         "讀" 
##            n            n            v            x            v 
##       "字樣"       "消失"       "希望"       "能將"       "匯入" 
##            n           uj            n            v           uj 
##       "訊息"         "的"       "時候"       "跳出"         "的" 
##            n           zg            v            v            d 
##       "訊息"         "將"       "不會"       "顯示"         "已" 
##            v           uj            n            v            v 
##         "讀"         "的"       "情況"       "修改"       "希望" 
##            v            n            x            x            u 
##         "是"       "備份"       "時有"       "已讀"       "的話" 
##            f            n           ns            v            v 
##       "之後"         "匯"       "入時"       "能夠"       "出現" 
##            x           an           ul            v           ul 
##       "已讀"       "麻煩"         "了"       "不見"         "了" 
##            a            v            d            v            l 
##         "早"       "知道"       "更新"         "會"   "這樣的話" 
##            d            d            d           ul            x 
##         "就"         "不"       "更新"         "了"       "因為" 
##            f            v            c            v            v 
##       "以前"       "購買"       "或是"       "下載"       "登錄" 
##           uj            n           ns            n            v 
##         "的"       "系統"       "東西"       "全都"       "不見" 
##           ul           zg          eng           nr            v 
##         "了"         "很"        "xxx"         "耶"     "打不開" 
##            n            d            a          eng          eng 
##       "視訊"       "一直"       "不穩"      "Great"      "works" 
##            d            v            f            n            v 
##       "一直"       "處理"         "中"       "無法"       "下載" 
##            d            a            n            n            v 
##       "更新"       "不錯"       "如題"       "幹嘛"         "有" 
##            n           zg            d            x            v 
##       "期限"         "啊"       "一直"       "閃退"     "打不開" 
##            d            v            p            n           ul 
##       "一直"       "當掉"         "被"         "坑"         "了" 
##            n            d            f            v            a 
##       "程式"       "更新"         "後"       "要求"       "重新" 
##            v            d            n            l            d 
##       "登錄"       "同樣"       "帳號"     "登入後"         "卻" 
##            p            v            b            a            n 
##         "被"       "移除"       "所有"         "舊"       "資料" 
##            d            v            t            p            n 
##         "還"       "包含"       "過去"         "用"       "金幣" 
##            v           uj            v            n           nz 
##       "換購"         "的"       "貼圖"       "限時"       "聊天" 
##            v            x            v            v            m 
##         "去"       "哪了"         "是"       "推薦"         "10" 
##            m            d            f            v            v 
##         "30"       "更新"         "後"         "要"       "換手" 
##            n            c            n            x            d 
##         "機"         "或"       "電腦"     "版登入"         "都" 
##            d            v            n            d            v 
##       "一直"       "出現"       "無法"       "正常"       "執行" 
##           zg            d            x           uj            n 
##         "請"       "稍後"       "再試"         "的"         "字" 
##            c            d            v            y           nr 
##       "可以"       "趕快"       "修復"         "嗎"       "謝謝" 
##            x            v            v            n            d 
##       "登入"       "失敗"       "換手"         "機"       "一時" 
##            v           ul            x            v            v 
##         "忘"         "了"       "帳密"         "想"       "起來" 
##            f            a            p            r           zg 
##         "後"       "重登"         "跟"         "我"         "說" 
##           uj            v            d            m            v 
##         "的"       "失敗"         "太"       "多次"         "要" 
##            r            d            v            t            c 
##         "我"       "稍後"       "等到"       "明天"       "還是" 
##            v            v            v            r            u 
##       "不能"       "請問"         "要"         "我"         "等" 
##            m            n            n            v            d 
##       "多久"       "訊息"       "無法"       "傳送"       "經常" 
##            x            n            v            d            v 
##       "閃退"       "影片"       "傳送"       "經常"         "會" 
##            n            v            n            x            v 
##       "訊息"       "傳送"       "錯誤"     "傳不去"         "要" 
##            d           uj            v            a            m 
##       "重複"         "的"       "傳送"         "好"       "幾次" 
##            v            v            a            v           nz 
##       "才能"       "傳送"       "成功"       "進入"     "聊天室" 
##            n           nr            c            x            x 
##       "太會"       "卡住"       "然後"       "閃退"       "轉傳" 
##            m           zg            n            v            m 
##         "20"         "個"       "檔案"         "有"         "17" 
##            n            v            v            x            v 
##       "無法"       "傳送"         "能"       "盡快"       "改善" 
##            y            n            n            x            p 
##         "嗎"     "記事本"       "功能"       "超好"         "用" 
##            n            n            x            p            n 
##     "記事本"       "功能"       "超好"         "用"       "公事" 
##            n            d            a            p            v 
##       "私事"         "都"         "好"         "用"       "不會" 
##            p           nz            n            v            c 
##         "被"       "聊天"       "內容"       "沖掉"         "但" 
##            v          eng            n            v            v 
##       "希望"        "app"       "團隊"         "能"       "改善" 
##            v            r            v            n            x 
##         "讓"       "我們"       "換手"       "機時"       "能將" 
##            b            n            v            v            n 
##       "所有"       "內容"       "轉移"         "到"       "新機" 
##            d            n            n            d            a 
##         "不"       "遺失"       "內容"         "就"       "完美" 
##           ul           nr            p            l            d 
##         "了"       "謝謝"         "用"     "沒多久"         "就" 
##            v           zg            v          eng            x 
##       "出現"         "很"       "抱歉"       "line"     "無回應" 
##            v            r          eng           uj            d 
##         "是"       "怎樣"        "htc"         "的"         "都" 
##            v            r            y            v            d 
##         "會"       "這樣"         "嗎"         "開"         "都" 
##            v            v            n           nr            v 
##         "開"       "不了"       "紀錄"     "都還沒"       "保存" 
##           nr            v            m            v            d 
##         "耶"       "重灌"         "多"       "痛心"         "不" 
##            v            n            c            r            x 
##         "跳"       "信息"         "及"       "每次"       "一入" 
##           nz            d            v            a            n 
##     "聊天室"         "都"       "彈回"         "舊"       "信息" 
##            a           zg            v            q            r 
##         "快"   "<U+5572>"       "改善"         "番"       "每次" 
##            x           nz            d            v            a 
##       "一入"     "聊天室"         "都"       "彈回"         "舊" 
##            n            d           vd            m            m 
##       "信息"       "已經"       "持續"         "左"     "好多代" 
##            n            a            v            v           zg 
##       "問題"         "好"       "難解"         "決"         "咩" 
##            a            n            n            v           vn 
##       "好煩"       "代幣"       "頁面"       "進入"       "免費" 
##            n            n            d            d            p 
##       "代幣"       "頁面"         "卻"       "一直"         "在" 
##            x           zg            x            u           ul 
##       "那轉"         "啊"       "轉的"         "等"         "了" 
##            x            q            x            v            d 
##          "5"       "分鐘"     "還在轉"       "不會"         "太" 
##            v            x            d            f            c 
##       "誇張"       "了嗎"       "更新"         "後"       "還是" 
##            r            r           uj           vn            n 
##       "一樣"         "我"         "的"       "免費"       "代幣" 
##            v            t            v            l            r 
##         "如"       "過期"         "要"       "怎辦"       "你們" 
##            v            v            x            d            l 
##         "要"         "賠"       "我嗎"       "真的"     "太過分" 
##           ul            v           zg            r            t 
##         "了"       "請問"         "為"       "什麼"         "當" 
##            n            n            v           zg           nz 
##       "電話"       "語言"       "設定"         "為"       "中文" 
##           ns           vn            n           uj            n 
##       "香港"       "免費"       "代幣"         "的"       "頁面" 
##            v            v            l           zg            v 
##         "會"       "變成"     "簡體字"         "請"       "改回" 
##            n            y            v           zg            r 
##     "繁體字"         "吧"       "請問"         "為"       "什麼" 
##            t            n            n            v           zg 
##         "當"       "電話"       "語言"       "設定"         "為" 
##           nz           ns           vn            n           uj 
##       "中文"       "香港"       "免費"       "代幣"         "的" 
##            n            v            v            l           zg 
##       "頁面"         "會"       "變成"     "簡體字"         "請" 
##            v            n            y            x            r 
##       "改回"     "繁體字"         "吧"       "為何"         "我" 
##            v            b            v            n            d 
##       "換手"       "機要"       "移到"       "新機"       "一直" 
##           ag            n            n            x            r 
##         "秀"       "系統"       "無法"       "登入"         "我" 
##            v            v            n            c           nz 
##         "有"         "設"   "帳號密碼"         "和"       "換機" 
##            n            r            v            f            m 
##       "密碼"       "每次"         "到"       "最後"       "一個" 
##            n            d           ag            n            x 
##       "動作"         "都"         "秀"       "無法"       "登入" 
##            x            x            v            v            v 
##     "請待會"       "再試"       "不能"       "關閉"       "提醒" 
##            n            r            d            f            n 
##         "音"       "這次"       "更新"         "後"       "訊息" 
##           uj            v            n            v            v 
##         "的"       "提示"       "聲音"       "不能"       "關閉" 
##            x           uj            n            m            m 
##       "群組"         "的"       "成員"       "很多"       "整天" 
##            x            d           nr            v            x 
##       "吵個"       "不停"         "麻"       "煩請"       "盡快" 
##           nr          eng          eng            x           zg 
##       "修正"       "ASUS"    "ZenFone"          "2"         "為" 
##            r            v            a            v            n 
##       "什麼"       "沒有"       "完整"       "轉移"       "備份" 
##            n            x            d            v            a 
##       "功能"       "微信"         "都"         "能"       "完整" 
##            v            n           zg            r          eng 
##       "轉移"       "備份"         "為"       "什麼"       "Line" 
##            d            v            r            v            n 
##       "始終"       "沒有"       "這樣"       "換手"         "機" 
##            d           zg           an           nr            x 
##       "真的"         "很"       "麻煩"         "耶"       "人多" 
##            n            m           uj           zg            d 
##       "訊息"         "多"         "的"         "總"         "不" 
##            v            m            m            n            y 
##       "可能"       "一個"       "一個"       "備份"         "吧" 
##           zg            r            v            n           uj 
##         "為"       "什麼"       "兌換"       "代幣"         "的" 
##            n            d            v           ul            t 
##       "遊戲"         "又"       "不見"         "了"       "明明" 
##           vn            v            x            m            m 
##       "活動"         "到"          "2"         "月"         "25" 
##            x            r            n            v            a 
##     "號的啊"         "我"       "遊戲"       "下載"         "好" 
##           ul            v           vn            n            v 
##         "了"       "要用"       "免費"       "代幣"       "進入" 
##            n            d            d            v            v 
##       "遊戲"         "卻"         "又"         "找"       "不到" 
##            r           vn           uj            v           zg 
##         "那"       "活動"         "的"       "進入"         "點" 
##            r            d            v            n            x 
##       "你們"         "就"       "不能"       "用心"       "點嗎" 
##            d            v           vn            x            n 
##         "都"       "沒有"       "反應"       "因為"       "資料" 
##            p            v            c            n            a 
##         "被"       "刪除"       "所以"       "手機"       "重新" 
##            v            p           nz            m            c 
##       "還原"         "在"   "重新安裝"       "一次"       "所以" 
##            p            v            n            n           uj 
##         "在"       "傳送"       "簡訊"     "認證碼"         "的" 
##            n            r           uj            n            n 
##       "時候"         "我"         "的"       "手機"       "簡訊" 
##            d            v            v            c            x 
##         "都"       "沒有"       "響起"       "所以"       "賴是" 
##            v            n           ul            y            r 
##         "出"       "問題"         "了"         "嗎"         "我" 
##            v            j           uj            n            x 
##         "是"       "技嘉"         "的"       "手機"       "請查" 
##            a            a            y          nrt            r 
##       "清楚"         "好"         "嗎"       "拜託"       "你們" 
##           ul           nr            a           ul            a 
##         "了"   "謝謝你們"         "壞"         "了"         "壞" 
##           ul            r            v          eng          eng 
##         "了"       "怎麼"       "刪除"       "LINE"       "Line" 
##           zg            v            n            x           uj 
##         "裡"       "設定"       "動態"     "群組裡"         "的" 
##            n            r            n            n            v 
##       "好友"         "那"       "部份"       "系統"         "是" 
##            r            v           uj            c            v 
##       "如何"       "認定"         "的"       "可以"       "強制" 
##            v            y           zg            p            d 
##       "刪除"         "嗎"         "長"         "按"         "就" 
##            v            v            x            v            x 
##       "顯示"       "顯示"       "群組"       "隱藏"       "群組" 
##            v            c            c            n           ad 
##       "設定"         "但"       "還是"       "無法"       "徹底" 
##           zg            v            f            v            n 
##         "從"       "設定"         "中"       "刪除"       "訊息" 
##            v            v            v            n            v 
##       "進來"       "沒有"       "提醒"         "聲"       "確定" 
##            v            v            c            v            n 
##       "設定"       "無誤"       "還是"         "有"       "訊息" 
##            v            v            v            n           uj 
##       "進來"       "沒有"       "提醒"         "聲"         "的" 
##            r            n            t            f            r 
##       "這種"       "狀況"       "過年"         "前"       "那麼" 
##            x           vn           ug            v            t 
##       "多人"       "反應"         "過"         "到"       "現在" 
##           zg            v            v            v            n 
##         "仍"       "沒有"       "改善"       "還有"       "訊息" 
##            v            c            v            n            d 
##       "傳遞"         "和"       "接收"       "時間"         "不" 
##            d            v            r            y            x 
##       "同步"         "是"       "怎樣"         "啦"   "<U+30FD>" 
##           zg            a            v            l            v 
##         "請"         "快"       "改進"   "好不容易"       "等到" 
##            t            v            d           ul            v 
##       "今天"         "有"       "更新"         "了"         "想" 
##           zg            d            f            v           uj 
##         "說"       "更新"         "後"       "提醒"         "的" 
##            n            v            v            n            v 
##       "問題"         "會"       "解決"       "結果"         "勒" 
##            c            r            v            n           zg 
##       "還是"       "一樣"         "有"       "訊息"         "時" 
##            v            x            d            v            m 
##       "不會"     "出聲呀"       "已經"       "忍受"     "一個月" 
##            d            d           ul            c            d 
##         "不"       "正常"         "了"       "何時"         "才" 
##            v            d           zg            c            m 
##         "會"       "正常"         "啊"       "而且"       "周遭" 
##           uj            n            d            v            v 
##         "的"       "朋友"         "都"         "沒"       "提醒" 
##           uj            n            x            d            c 
##         "的"       "問題"       "為何"       "獨獨"       "只有" 
##            r           nr            x            x          eng 
##         "我"       "黑屏"       "閃退"       "紅米"       "note" 
##            n            f           uj          eng            v 
##       "手機"         "上"         "的"       "line"       "打字" 
##            v            m           nr           zg            v 
##       "打到"       "一半"       "黑屏"         "很"       "困擾" 
##            i           uj            v           ad            v 
##   "莫名其妙"         "的"         "會"       "突然"       "出現" 
##            m            n            v            n            m 
##       "很多"       "錯誤"         "沒"       "辦法"       "一次" 
##            x            m            n            x            x 
##       "轉傳"       "很多"       "訊息"       "順續"       "還會" 
##            v            c            v            v            d 
##       "亂掉"       "反而"       "覺得"         "沒"       "更新" 
##            x            d            x            x          eng 
##       "比有"       "更新"       "好用"       "多了"         "m8" 
##          eng            m            d            f            d 
##    "android"        "6.0"       "更新"         "後"       "一直" 
##            x            v           vd            v            n 
##       "當機"         "有"       "持續"       "接納"     "使用者" 
##            n            d            p            d            f 
##       "意見"       "一直"         "在"       "進步"         "中" 
##            d            v            n            v           zg 
##         "也"       "沒有"       "廣告"       "干擾"         "雖" 
##            m           vn            v            n            n 
##       "很多"       "服務"         "要"       "收費"       "軟體" 
##            n            d            v            v            c 
##       "公司"       "當然"         "要"       "賺錢"       "否則" 
##            r            v            c            d            d 
##         "怎"       "生存"         "但"         "也"         "都" 
##            v           vn           uj            v            n 
##         "有"       "免費"         "的"         "可"       "替代" 
##          eng          eng            c            x            x 
##       "BenQ"        "B50"       "還是"       "會猛"       "閃退" 
##          eng            c            x            d            v 
##       "line"       "還是"         "ㄧ"         "直"         "閃" 
##            v            v            v            v            v 
##         "退"       "沒有"       "改善"         "聊"         "沒" 
##            l            c            v            x           nr 
##     "幾句話"       "還是"         "會"       "閃退"         "耶" 
##            v            v            r           nz            v 
##         "是"         "要"       "怎麼"       "聊天"         "拉" 
##            x            d            x            v            v 
##     "猛閃退"         "就"       "飽了"       "打字"       "打到" 
##            x            m           nr            v            b 
##         "ㄧ"         "半"       "卡住"       "回到"         "主" 
##            n            c            d           nr            x 
##       "畫面"       "不然"       "就是"       "黑屏"       "閃退" 
##          eng            r            a            v            v 
##        "oAo"       "這樣"       "好煩"         "能"       "不能" 
##            p          eng            x           zg            r 
##         "用"       "LINE"     "名登入"         "啊"         "我" 
##            d            d            v            r           uj 
##         "都"         "不"       "記得"         "我"         "的" 
##            n            r            a            v           uj 
##       "帳號"       "每次"       "重新"       "下載"         "的" 
##            n            d            v            v          eng 
##       "時候"         "都"         "要"       "重辦"       "LINE" 
##            d            v            v            r           uj 
##         "也"       "沒有"       "顯示"       "自己"         "的" 
##            n            d            v            y            c 
##       "帳號"       "或許"         "有"         "吧"       "只是" 
##            r            v            v            p           zg 
##         "我"         "沒"       "看到"         "在"         "辦" 
##            t            n            x            a            v 
##       "下去"       "我會"       "瘋掉"   "不好意思"       "是否" 
##            v            p            c            v            v 
##         "能"         "把"       "不管"         "是"       "購買" 
##            v            v           zg            x            v 
##       "贈送"       "整合"         "為"         "ㄧ"         "想" 
##            v            v            n            n            n 
##       "贈送"         "有"       "電腦"       "手機"       "手機" 
##            d            l            n            d            v 
##         "又"     "分系統"         "內"         "又"         "分" 
##            n            x            a           uj            n 
##       "錢幣"       "儲值"       "簡單"         "的"         "事" 
##            v            v            r            v            m 
##       "付錢"       "購買"       "怎會"       "搞成"       "多層" 
##            a            n            d            d            v 
##       "不同"       "管道"         "又"       "互不"         "通" 
##            x          eng          eng            n          eng 
##         "讚"       "SONY"        "Z5P"       "桌面"       "LINE" 
##            n            n            v            v            a 
##       "圖示"       "無法"       "顯示"       "提醒"         "新" 
##           uj            n            n            v            t 
##         "的"       "訊息"       "數字"       "請問"       "目前" 
##            v            n            v          eng          eng 
##       "是否"       "無法"       "支援"       "SONY"     "XPERIA" 
##          eng          eng            p            n          eng 
##         "Z5"    "Premium"         "在"       "桌面"       "LINE" 
##            n            f            v            v            a 
##       "圖示"         "上"       "顯示"       "提醒"         "新" 
##           uj            x            n            n            c 
##         "的"       "未讀"       "訊息"       "數字"         "或" 
##            x            n            x            v            r 
##          "N"       "手機"       "並無"       "下載"       "其他" 
##            h          eng            n          eng            x 
##         "非"        "Z5P"       "原機"        "APP"       "移機" 
##            f            c            v          eng            d 
##         "後"       "即使"       "刪除"       "LINE"         "又" 
##            a            v            d            n            d 
##       "重新"       "下載"         "也"       "無法"       "正常" 
##            v            v            n            n            r 
##       "顯示"       "提醒"       "訊息"       "數字"       "其它" 
##            v            v            n            d            d 
##       "提醒"       "通知"       "功能"         "都"       "正常" 
##            v            v            v            v            v 
##       "懇請"       "回覆"       "協助"       "處理"       "感謝" 
##            n          eng          eng          eng          eng 
##       "手機"       "ASUS"   "zenfone2"    "ze500kl"       "LINE" 
##            v            n            v            n            n 
##       "下載"       "圖片"       "出現"       "裝置"       "空間" 
##            a           nz            v            m            n 
##       "不足"     "新手機"         "有"       "很多"       "空間" 
##          eng            d            v            t            v 
##       "line"         "已"         "是"       "目前"         "載" 
##           uj            d            n            v            n 
##         "的"       "最新"       "版本"     "查檔案"         "內" 
##           uj          eng            n            v           rr 
##         "的"   "pictures"         "內"         "無"     "其他人" 
##           zg            v           uj            v          eng 
##         "說"         "到"         "的"       "刪除"      "naver" 
##          eng            d           uj            n            x 
##       "line"       "即可"         "的"     "資料夾"       "我試" 
##            n            v            d            v            n 
##         "著"       "新增"         "也"       "不能"       "儲存" 
##            n           zg            v            v            f 
##       "圖片"         "請"       "協助"       "抱歉"       "最後" 
##            r            a            n            d            d 
##         "我"       "重新"       "開機"       "居然"         "就" 
##            a           ul            v           vn            v 
##         "好"         "了"         "有"       "自動"       "新增" 
##            n          eng            n            v            n 
##     "資料夾"       "line"       "訊息"       "通知"       "鈴聲" 
##            n            v          eng            n            d 
##       "功能"       "無能"       "Line"       "系統"       "大概" 
##            v            n           ul            n            i 
##         "出"       "問題"         "了"     "糟透了"   "莫名其妙" 
##           uj            v            x          eng            n 
##         "的"       "發生"       "當有"       "Line"       "訊息" 
##            v            t            v            v            n 
##         "進"       "來時"       "沒有"       "通知"       "聲響" 
##            v            v            n            v            c 
##       "沒有"       "關掉"       "鈴聲"       "通知"         "或" 
##           zg            n           vn           uj            n 
##         "與"       "音量"       "有關"         "的"       "功能" 
##            d            v            n            n            x 
##       "甚至"         "到"       "電信"       "門市"       "請人" 
##            v            v            v            x            v 
##       "幫忙"       "查看"       "確認"       "還移"       "除舊" 
##            n            d            a            v            d 
##         "檔"         "再"       "重新"       "下載"       "仍然" 
##            v            n            v            n            c 
##       "沒有"       "訊息"       "通知"       "鈴響"       "所以" 
##            c            d            v            n            x 
##       "除非"       "一直"         "盯"       "手機"       "看著" 
##            c            v            v            r            n 
##       "否則"       "不會"       "知道"       "有人"         "傳" 
##            n            v            a            e            n 
##       "訊息"       "進來"       "很爛"         "誒"       "無法" 
##            v            n            v            f            d 
##       "刪除"       "帳號"       "登出"       "之後"       "再也" 
##            v            d            v            v            x 
##         "登"         "不"       "進去"       "換手"     "機後想" 
##            d            v            a            n            d 
##         "直"       "接辦"         "新"       "帳號"       "一直" 
##            v            v            n           uj            n 
##       "跳出"       "輸入"       "電話"         "的"       "號碼" 
##            n            t            v            r           uj 
##       "錯誤"       "現在"         "是"         "我"         "的" 
##            n            p            r            v            c 
##   "電話號碼"         "被"       "你們"     "鎖起來"       "還是" 
##            r            n            v            n           ul 
##       "你們"       "系統"         "出"       "問題"         "了" 
##           an            x            x            x            n 
##       "麻煩"       "給點"       "回應"       "好嗎"       "無法" 
##            x            n            p            a            p 
##       "登入"       "無法"         "用"       "不錯"         "用" 
##            x            d           nr            v            v 
##       "好用"       "很慢"         "麻"       "煩請"         "看" 
##            m           nr            v            v           df 
##       "一下"         "麻"       "煩請"       "改善"       "不要" 
##            v            v           zg            n           nz 
##       "忽視"       "希望"         "換"       "機時"       "聊天" 
##            n            v            v            p            n 
##       "紀錄"       "不會"       "不見"         "跟"       "電腦" 
##            r            c            n            b           uj 
##       "一樣"       "可以"       "儲存"       "所有"         "的" 
##           nz            n            c            n            x 
##       "聊天"       "紀錄"       "以及"       "照片"       "因為" 
##           zg            m            v            n            n 
##         "很"       "多次"       "換手"         "機"       "紀錄" 
##            d            n            v           zg           an 
##         "都"       "全部"       "不見"         "很"       "麻煩" 
##            v            v            m          nrt            a 
##       "希望"       "幫忙"       "一下"       "拜託"       "重登" 
##            n            a            v           an            v 
##       "紀錄"         "全"       "不見"       "麻煩"       "改善" 
##            x            c            p            n            n 
##       "好嗎"       "可以"         "把"       "紀錄"       "全部" 
##            v            y            c            v            v 
##       "保留"         "嗎"       "不管"     "有沒有"       "換手" 
##            n            v            a            n            x 
##         "機"     "有沒有"       "重登"       "無法"       "登入" 
##            t            n            v            v            f 
##       "目前"       "無法"       "連接"         "到"       "外部" 
##            n            x           nz            n            d 
##       "網路"       "帳密"       "換機"       "密碼"         "都" 
##            v            v            v            d            v 
##       "沒錯"         "到"       "輸入"         "都"       "完成" 
##            v            n            k            d            v 
##       "準備"       "進程"         "式"         "就"       "出現" 
##            t            n            v            v            f 
##       "目前"       "無法"       "連接"         "到"       "外部" 
##            n           zg            d            x            r 
##       "網站"         "請"       "稍候"       "在試"         "我" 
##            d            a            f            n            m 
##         "已"         "重"         "下"       "重裝"         "10" 
##            m            c            d            r            n 
##       "幾次"       "還是"         "都"       "一樣"       "情形" 
##           an            d            v            c            v 
##       "麻煩"       "快點"       "修復"         "或"       "回覆" 
##            r           ul            v           zg            r 
##         "我"         "了"       "感恩"         "為"       "什麼" 
##            d            v            v            v            n 
##       "一定"         "要"         "登"         "入"   "手機號碼" 
##            c            c            p            r            n 
##       "雖然"       "可以"         "用"       "其他"       "方法" 
##            v            n            x           uj            v 
##       "避開"       "手機"       "登入"         "的"       "設定" 
##            c           vn            d            d            c 
##       "但是"       "預設"       "就是"         "不"       "可以" 
##            v            x            d            v            x 
##       "不想"       "登入"       "就是"       "不想"       "因為" 
##            n            h            r            v            c 
##       "號碼"         "非"       "本人"       "使用"       "所以" 
##            v            p            p           ul            v 
##       "不想"         "用"         "用"         "了"         "會" 
##            v            h            n           uj            x 
##         "有"         "非"     "使用者"         "的"       "人會" 
##            v            v           zg            r            n 
##       "加入"       "不想"         "將"       "那些"         "人" 
##           nr            c            v            r           uj 
##       "封鎖"       "或是"       "無視"       "他們"         "的" 
##            v            d            c           nr            f 
##       "邀請"         "更"       "別說"       "封鎖"         "後" 
##            v            r            c            v           mq 
##       "刪除"       "他們"       "可以"       "改善"       "這點" 
##            y            c            d            v            d 
##         "嗎"       "如果"         "不"       "改善"       "終身" 
##            d            v            r           uj            n 
##         "不"       "使用"         "你"         "的"   "應用程式" 
##            x            x            a           nz            x 
##         "讚"         "讚"         "好"       "聊天"         "讚" 
##            a          eng            x            n            v 
##       "不錯"         "Ok"         "讚"       "無法"       "開起" 
##           ul            r            d            v            p 
##         "了"       "這邊"         "都"         "沒"         "在" 
##            v           uj            b            v           zg 
##       "回覆"         "的"       "超級"       "無敵"         "爛" 
##           nr            n          eng            d            v 
##       "謝謝"       "小米"       "note"       "終於"       "不會" 
##            d            v            x            v            c 
##         "再"         "跳"       "掉了"       "希望"       "可以" 
##            v            x            n            x           ad 
##       "增加"       "傳歌"       "功能"     "開不起"       "突然" 
##            v            f            d            v            v 
##       "跳出"       "之後"         "就"       "不能"         "開" 
##           ul           zg            a            v            f 
##         "了"         "從"         "新"       "下載"       "之後" 
##            d            r            v            v            x 
##         "也"       "一樣"       "沒有"       "通知"       "開啟" 
##            v           ul            c            v            n 
##       "通知"         "了"       "可是"         "開"       "網路" 
##            f            d            v            v           vn 
##         "後"         "都"         "沒"       "通知"       "免費" 
##            n            n            v            d            f 
##       "代幣"       "頁面"     "打不開"       "更新"       "之後" 
##            c            v          eng            d            a 
##       "還是"     "打不開"       "Line"         "真"       "方便" 
##            p            r            f            m            n 
##         "替"       "我省"         "下"       "很多"     "電話費" 
##           zg           nz           zg            v            d 
##         "瀧"         "鈦"         "御"       "想要"         "更" 
##            m           vn            n            v            d 
##         "多"       "免費"       "代幣"       "下載"         "不" 
##            t            t          eng            v            v 
##       "下去"       "現在"       "line"         "有"       "改版" 
##           ul            c            v            d            t 
##         "了"       "還是"       "下載"         "不"       "下去" 
##           zg            c            t           ul            r 
##         "啊"       "不然"       "現在"         "了"       "這樣" 
##           vn            n            c            p            x 
##       "免費"       "代幣"       "可以"         "給"         "ㄉ" 
##            n            x            a           zg            r 
##       "大方"       "點嗎"       "糟糕"         "為"       "什麼" 
##            v            n           vn            l           zg 
##         "沒"       "辦法"       "免費"     "打電話"         "啊" 
##            v            v            v            v            v 
##         "求"       "改善"       "貼圖"       "不會"         "動" 
##           zg           nr            r           uj            v 
##         "為"         "毛"         "我"         "的"       "貼圖" 
##            v            v            v            n            v 
##       "不會"         "動"         "是"       "動態"       "貼圖" 
##            c            d            v            v            v 
##       "但是"       "就是"       "不會"         "動"       "覺得" 
##            n            c            p            v            q 
##       "功能"       "可以"         "在"       "完善"         "些" 
##            v            c            v            c            v 
##       "希望"       "可以"       "增加"       "可以"       "看到" 
##            n            n            n            n            v 
##       "玩家" "上<U+7EBF>"       "功能"       "無法"       "更換" 
##            n            r            x            d            f 
##       "主題"       "一樣"       "閃退"       "更新"         "後" 
##            r            x            x            m            n 
##       "一樣"       "閃退"       "再減"       "一顆"         "星" 
##            d            f           vn            n            n 
##       "更新"         "後"       "免費"       "代幣"       "無法" 
##            x           zg            v            v            d 
##       "開啟"         "請"       "改善"         "登"         "不" 
##            v           zg            r            x            n 
##       "進去"         "為"       "什麼"       "賴用"       "原本" 
##           uj            n            v            d            v 
##         "的"       "帳號"         "登"         "卻"         "登" 
##            d            v            v            d            x 
##         "不"       "進去"       "求解"       "一直"       "閃退" 
##            v           zg            n            d            v 
##         "打"         "個"         "字"         "都"         "打" 
##            d           zg            d            d            a 
##       "不好"         "很"       "快速"         "又"         "好" 
##            p            d            x           zg            d 
##         "用"         "真"       "逗俠"         "爛"       "常常" 
##            x           uj            n            c            v 
##       "沒賴"         "的"       "聲音"       "還要"       "刪除" 
##            a            v            a            c            v 
##         "重"       "下載"       "很煩"       "可以"         "幫" 
##            r            v           nz            n            y 
##         "我"       "找回"       "換機"       "密碼"         "嗎" 
##           nr            c            d            v            x 
##       "謝謝"       "可以"       "儘快"       "回覆"       "我嗎" 
##           nr            n            l            x            v 
##       "謝謝"       "訊息"     "有時候"       "會慢"       "傳來" 
##           zg            x            v           ad            v 
##         "請"       "盡快"       "改進"       "完全"     "打不開" 
##            r          eng           ad            v            v 
##         "我"         "m8"       "完全"         "登"       "不了" 
##            d            d            d            v            x 
##         "也"         "不"       "趕快"       "排除"       "普普" 
##            v            n            n            d            v 
##       "希望"       "視訊"       "鏡頭"         "也"         "能" 
##            v           nz            n            v            n 
##         "有"       "濾鏡"       "時間"         "有"       "問題" 
##            c            n            v            n           zg 
##         "和"       "朋友"       "互傳"       "訊息"         "時" 
##            v           uj            n            d            n 
##       "顯示"         "的"       "時間"         "都"       "錯亂" 
##          eng           ad            v            r            a 
##         "Z2"       "突然"         "讓"         "我"       "重新" 
##            x            n           uj            n            d 
##       "登入"       "全部"         "的"   "通話記錄"         "都" 
##            v           ul            m           uj            v 
##       "不見"         "了"        "6.0"         "的"       "提醒" 
##            n            d            r            n            d 
##       "問題"       "到底"       "什麼"       "時候"         "才" 
##            v            v          eng            x           uj 
##         "要"         "改"   "Android6"          "0"         "的" 
##            v            z            n            a            v 
##       "提醒"     "怪怪的"       "主題"       "根本"       "不能" 
##           zg           an            v            v            y 
##         "換"       "麻煩"       "改善"         "可"         "嗎" 
##            v            v            n            d            f 
##         "會"         "吃"       "訊息"       "更新"       "之後" 
##            n            v            d            v            v 
##       "訊息"       "提醒"         "都"       "不會"         "跳" 
##            v            n            v            f            v 
##       "出來"       "訊息"       "延遲"       "最近"         "有" 
##            n            v            d            v            v 
##       "訊息"       "進來"         "都"       "不會"       "顯示" 
##            v            n            v            n            x 
##       "通知"       "無法"       "接收"       "訊息"       "為何" 
##            v            x            n            d            v 
##         "沒"       "開啟"       "程式"         "就"     "收不到" 
##            n            y            d            v            v 
##       "訊息"         "呢"       "快點"       "出新"       "傳送" 
##            n           df           zg            v            v 
##       "語音"       "不要"         "變"       "擴音"       "傳送" 
##            n           df           zg            v            v 
##       "語音"       "不要"         "變"       "擴音"       "傳送" 
##            n           df           zg            v            v 
##       "語音"       "不要"         "變"       "擴音"       "傳送" 
##            n           df           zg            v            v 
##       "語音"       "不要"         "變"       "擴音"       "傳送" 
##            n           df           zg            v            n 
##       "語音"       "不要"         "變"       "擴音"       "訊號" 
##            n            a            v            m            v 
##       "有點"         "弱"       "改進"       "一下"         "會" 
##            d            r            v            v            d 
##       "更好"       "有時"         "沒"       "顯示"         "已" 
##            v            c            n            v            v 
##         "讀"         "但"       "對方"         "有"       "看過" 
##           zg            v            d            f            v 
##         "請"       "改善"       "更新"       "之後"       "開始" 
##            v            x            a            v            f 
##         "會"       "閃退"       "重新"       "下載"       "之後" 
##            d            v            n           vn            d 
##         "也"         "會"       "無法"       "運作"       "到底" 
##            r            n            d            v            d 
##       "什麼"       "時候"         "才"         "會"       "更新" 
##            d            x          nrt           uj            n 
##       "一直"       "閃退"       "卡卡"         "的"       "通話" 
##            n            d            a          eng           ad 
##       "品質"         "也"         "差"        "Wtf"       "完全" 
##            v            n            v            n            v 
##         "沒"       "辦法"       "登錄"       "帳號"         "是" 
##            r           zg           zg           nr            v 
##     "怎麼樣"         "啊"         "請"       "修正"         "搞" 
##            n           ns           zg            n           zg 
##       "蝦米"       "東西"         "啊"       "主題"         "為" 
##            r            v            x            a            d 
##       "什麼"       "不能"       "換啦"         "快"       "更新" 
##            v            v            d            v            v 
##       "強制"       "停止"       "常常"       "強制"       "停止" 
##           zg            d           zg            n          eng 
##         "欸"       "尤其"         "點"       "官方"       "line" 
##           uj            n            d            v           ad 
##         "的"       "時候"         "再"       "加油"       "突然" 
##            n            v            n            v           zg 
##       "無法"       "傳送"       "訊息"     "不太好"         "哦" 
##          eng            v            r            n           zg 
##      "MAYBE"       "還有"       "其他"       "程式"         "很" 
##            a            p            c            d            v 
##         "好"         "用"         "但"       "真的"     "離不開" 
##           nr           zg            z            n            v 
##         "賴"         "爛"       "爛爛"       "屁用"       "輸入" 
##           ad            n            d            v            x 
##       "正確"   "電話號碼"         "都"       "不行"       "登入" 
##            c           df            p            a            v 
##       "不如"       "不要"         "用"         "快"       "處理" 
##            r            x            v            d            v 
##       "每次"       "根新"         "完"         "就"       "不能" 
##           zg            n           zg            n            v 
##         "換"       "主題"         "爛"       "訊息"       "延遲" 
##            d            d            v            v            v 
##         "也"         "都"       "不會"       "通知"         "沒" 
##            n            d            f            d            x 
##       "聲音"       "更新"         "後"       "一直"       "閃退" 
##            d            f            c            v            x 
##       "更新"         "後"       "還是"         "會"       "閃退" 
##           zg            a            v            d           df 
##         "啊"         "早"       "知道"         "都"       "不要" 
##            d           ul            v            c            d 
##       "更新"         "了"       "糟透"       "可以"       "快點" 
##            p            x            r            n            p 
##         "把"       "閃退"       "這個"       "問題"         "用" 
##            a            y           zg            x            d 
##         "好"         "嗎"         "爛"     "給一星"         "都" 
##            v            d            p            n            v 
##       "嫌多"       "到底"         "在"       "幹嘛"     "打不開" 
##            v            r            x            n            x 
##         "是"       "怎樣"     "超爛的"       "無法"       "開啟" 
##            v            v            m            a            d 
##     "打不開"         "是"         "三"         "小"       "更新" 
##            f            x            v            d            v 
##       "之後"       "爛到"       "不行"       "一直"       "強制" 
##            v            d            v            v            a 
##       "停止"         "也"         "開"       "不了"       "很爛" 
##            d            f            n            v          eng 
##       "更新"         "後"       "無法"       "開起"         "m8" 
##            r            d            d           ul            r 
##       "別人"         "都"       "更新"         "了"         "我" 
##           uj            v            d            n            n 
##         "的"       "沒有"       "更新"       "選項"       "好友" 
##            v            n            v            d           ad 
##       "存在"       "數量"       "顯示"         "不"       "正確" 
##            n            v            n            v            d 
##       "好友"       "存在"       "數量"       "顯示"         "不" 
##           ad           an            a            v            y 
##       "正確"       "麻煩"         "快"       "改善"         "啦" 
##            x          eng            x            c            d 
##       "紅米"       "Note"       "閃退"       "還是"       "一直" 
##            x            y            d            v           ad 
##       "閃退"         "啦"       "更新"         "完"       "完全" 
##            v            v            m            n           ul 
##         "開"       "不了"     "一個多"       "小時"         "了" 
##            n            i            x            a           ad 
##       "標題"   "可長可短"       "轉傳"       "簡單"       "迅速" 
##           nz            v            m            v           zg 
##       "換機"       "貼圖"       "好多"       "不見"         "請" 
##            v            r            l            l            v 
##       "回覆"         "我"     "打電話"     "有時候"         "會" 
##            r            v            d            n            p 
##       "自己"       "斷掉"       "常常"       "照片"         "跟" 
##            v            d            v            d            v 
##       "貼圖"         "都"       "顯示"         "不"       "出來" 
##            a            v            v            n            n 
##         "快"       "修復"       "不能"         "傳"       "圖片" 
##            v            l            n            d            v 
##         "是"   "怎麼回事"       "無法"       "更新"         "是" 
##            r            n            n            c           rr 
##         "我"       "手機"       "問題"       "還是"     "其他人" 
##            d            v            n            d            c 
##         "也"       "遇到"       "無法"       "更新"       "可以" 
##            v            n            d            d           ul 
##       "刪掉"       "朋友"         "就"       "更好"         "了" 
##            f           zg            v            v            x 
##       "同上"         "爛"       "不會"       "顯示"       "已讀" 
##            v            r            v            v            n 
##         "是"       "怎樣"       "貼圖"       "希望"       "原創" 
##            v            d            c            v            n 
##       "貼圖"         "也"       "可以"       "列入"       "建議" 
##            v            v            n            v            n 
##       "顯示"       "貼圖"       "訊息"         "調"       "靜音" 
##            d            v            v            n            v 
##         "卻"       "不會"         "有"       "訊息"       "顯示" 
##           nr           zg            r            v            n 
##       "黑屏"         "為"       "什麼"       "撥打"     "電話會" 
##            v            v           uj            n            v 
##         "有"       "奇怪"         "的"       "聲音"     "撥電話" 
##            n            v           vn           uj            n 
##       "時會"         "有"       "跳動"         "的"       "聲音" 
##            n            n            v            r            v 
##       "電話"       "無法"       "輸入"         "我"         "拿" 
##          eng            v            n            d            a 
##      "note5"       "輸入"       "電話"         "都"       "無效" 
##           zg            d            v            v            p 
##         "請"       "儘速"       "改進"       "不想"         "被" 
##            r            v            n            v            y 
##       "別人"       "看到"       "上線"       "不行"         "嗎" 
##           zg            x            d            v           vn 
##         "為"       "什會"       "一直"       "顯示"       "運作" 
##            v            a            v            n            d 
##       "停止"         "快"       "處理"       "程式"     "越來越" 
##            a            v            l            x            d 
##       "肥大"     "有沒有"     "精簡版"       "閃退"       "一直" 
##            d            d            x            d            v 
##       "一直"       "一直"       "閃退"       "到底"         "能" 
##            v            x           vn            n            d 
##       "不能"       "用蛤"       "免費"       "代幣"     "越來越" 
##           zg            v            n            d            a 
##         "難"       "獲得"       "條件"         "太"       "複雜" 
##            d            v            c            n            n 
##       "更新"         "完"       "還是"       "無法"       "語音" 
##            n            n            n            n            v 
##       "通話"       "語音"       "通話"       "對方"         "聽" 
##            v            r           uj            n           zg 
##       "不到"         "我"         "的"       "聲音"         "為" 
##            r            v            n            r            n 
##       "什麼"       "不能"       "套用"       "其他"       "主題" 
##            d            v            x            d            f 
##       "快點"       "解決"       "好嗎"       "更新"         "後" 
##           ad            v            n            r            v 
##       "完全"       "不能"       "套用"       "其他"       "下載" 
##           uj            n            f           uj            n 
##         "的"       "主題"       "之前"         "的"       "主題" 
##            d            c            v            t           ad 
##         "還"       "可以"       "更換"       "現在"       "完全" 
##            v          eng            n            n          eng 
##       "不行"       "Line"       "視訊"       "視訊"        "lag" 
##            p            r           uj            n           zg 
##         "用"       "一樣"         "的"       "網路"         "啊" 
##            b          eng            d            r            d 
##       "超級"        "lag"       "更新"         "我"       "更新" 
##            f            v            d            v           ul 
##         "後"       "貼圖"         "都"       "不見"         "了" 
##           zg            v            r            v            d 
##         "請"       "還給"         "我"         "開"         "不" 
##            v            n            n            f            d 
##       "起來"       "手機"       "開機"         "後"         "就" 
##            v           ul          eng            x           zg 
##     "打不開"         "了"         "m8"       "閃退"         "很" 
##            v          eng            d            v           vn 
##       "抱歉"       "line"         "已"       "停止"       "運作" 
##            v            v            n            v           uj 
##       "不能"       "換手"         "機"       "下載"         "的" 
##            n           ul            v            v            n 
##       "主題"         "了"       "不能"       "換手"         "機" 
##            v           uj            n           ul            d 
##       "下載"         "的"       "主題"         "了"       "趕快" 
##            v            r            d            f            d 
##       "救救"         "我"       "更新"         "後"         "就" 
##          eng            n            v            d            v 
##        "Why"       "訊息"         "跳"         "不"       "出來" 
##            d            v            v            f            d 
##         "都"         "要"       "等到"       "最後"         "才" 
##            v            v            n            c           zg 
##       "知道"         "有"       "訊息"       "不是"         "說" 
##            c            v            n            v            j 
##       "可以"       "顯示"       "上線"       "沒有"         "阿" 
##            n            v          eng            d            v 
##       "要點"         "進"        "app"         "才"       "知道" 
##            r            n            n           zg           zg 
##       "有人"         "傳"       "訊息"         "來"         "為" 
##            r            d            f           vn            n 
##       "什麼"       "更新"         "後"       "免費"       "代幣" 
##            d            v            d            x          nrt 
##         "都"     "打不開"       "一直"       "當機"       "拜託" 
##           df            p            v          eng          eng 
##       "不要"         "在"         "讓"       "ACER"       "z410" 
##            x           ul           zg            r            v 
##       "閃退"         "了"         "為"       "什麼"         "會" 
##           vn            v            n            n            v 
##       "自動"       "登出"       "記錄"       "全部"       "不見" 
##            x            n            v           zg            n 
##       "還我"       "主題"       "不能"         "換"       "主題" 
##           ul            a           zg            n            v 
##         "了"       "很煩"         "欸"       "無法"       "更換" 
##            n            x           nr            v            v 
##       "主題"         "ㄛ"         "麻"       "煩請"       "改善" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>" 
##            x           zg            x            x            x 
##   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>" 
##            x            x            a            v            d 
##   "<U+393C>"   "<U+3E66>"         "快"       "改善"       "更新" 
##            f            v            n            n            a 
##         "後"       "不能"       "套用"       "主題"         "好" 
##            a            c            n            m            n 
##       "方便"       "可以"         "省"       "很多"     "電話費" 
##            e            n            n            v            x 
##         "喔"       "語音"       "訊息"       "不能"       "用了" 
##            a           nr           nr            n            n 
##         "快"       "修正"       "謝謝"       "語音"       "訊息" 
##            v            x            a           nr           nr 
##       "不能"       "用了"         "快"       "修正"       "謝謝" 
##           zg           ns            v            r           zg 
##         "爛"       "東西"         "是"       "怎樣"         "啊" 
##            d            n           vn            v            x 
##       "一直"       "無法"       "運作"         "有"       "夠爛" 
##            d            v            p            n            y 
##       "到底"         "是"         "在"       "幹嘛"         "啦" 
##            v           vn            n            v          eng 
##       "不能"       "免費"       "通話"       "刪掉"       "line" 
##            n            f            v           vn            n 
##       "重裝"         "後"       "不能"       "免費"       "通話" 
##            x            v            d            v            m 
##       "為何"         "登"         "不"       "進去"         "一" 
##            b            v            n            v            v 
##       "整個"     "打不開"       "傻眼"       "希望"       "換手" 
##            n            f            c            v            f 
##         "機"       "之後"       "可以"       "保留"       "以前" 
##           uj           nz            n            x            t 
##         "的"       "聊天"       "紀錄"       "小娜"       "過年" 
##            f            n            d            v            v 
##       "期間"       "訊息"         "都"       "沒有"       "提醒" 
##            n            n            x           zg            r 
##         "聲"       "無法"       "登入"         "為"       "什麼" 
##            v            n            x            d            v 
##         "沒"       "辦法"       "登入"         "都"       "顯示" 
##            n            d            v           zg            r 
##       "無法"       "正常"       "執行"         "為"       "什麼" 
##            n            f            v            v           zg 
##       "人頭"     "右上角"         "會"         "有"         "個" 
##            n            r            v            n            d 
##       "紅點"       "怎麼"       "改版"       "視訊"         "就" 
##            d            a           ul            n            n 
##         "不"         "穩"         "了"       "電話"       "對方" 
##            v            v            r           uj            n 
##         "聽"       "不到"         "我"         "的"       "聲音" 
##            a            v            d            v            c 
##       "無效"         "開"         "不"       "起來"       "可以" 
##            x            m            x            n            x 
##       "回問"       "一下"         "ㄇ"       "無法"       "跟換" 
##            n            v            v           ul            d 
##       "主題"       "下載"         "完"         "了"         "又" 
##            d            v            n            d            x 
##       "一直"         "跳"       "手機"       "真的"       "很會" 
##            v            n           nr            d            t 
##         "吃"       "訊息"         "耶"       "更新"       "過後" 
##            x           ul            d            v            n 
##       "變爛"         "了"       "更新"         "完"       "視訊" 
##           zg            x            v            d            v 
##         "很"       "累個"         "登"         "不"       "進去" 
##            d            v            n            a            f 
##       "一直"       "顯示"       "無法"       "連結"       "外部" 
##            n            v            d            v            v 
##       "網站"         "登"         "不"       "進去"         "沒" 
##            n            r            x            v            n 
##       "聲音"       "別人"       "賴我"         "沒"       "聲音" 
##            v           zg            r            v            r 
##       "不會"         "響"         "我"         "要"       "怎麼" 
##            v            r            v            r            n 
##       "知道"       "有人"       "傳給"         "我"       "訊息" 
##            a           uj            n            d            p 
##         "新"         "的"       "版本"       "不好"         "用" 
##            v            v           uj            x            d 
##       "關閉"       "通知"         "的"       "群組"       "一直" 
##            v            v            v            v            n 
##         "跳"       "出來"         "求"       "恢復"       "通話" 
##            d            x            v            d            v 
##       "必須"       "要開"       "擴音"         "才"         "聽" 
##           uj            v           zg            r            n 
##         "的"         "到"         "為"       "什麼"       "無法" 
##            x            d            v            v           uj 
##       "登入"       "一直"       "顯示"       "輸入"         "的" 
##            n            a            v            v            v 
##       "門號"       "無效"       "應該"         "要"         "讓" 
##            r            v            x           uj            n 
##       "我們"       "知道"       "已讀"         "的"         "人" 
##            x          eng            d            x            c 
##       "有誰"      "M320e"       "一直"       "閃退"       "可以" 
##            a            d            y            d            f 
##         "快"       "更新"         "嗎"       "更新"         "後" 
##           df            d            v            x            v 
##       "不要"         "再"         "閃"       "退了"       "不行" 
##            v            r            a            v            c 
##       "安裝"         "我"       "重新"       "下載"         "但" 
##            v            v            r            v           ul 
##       "不行"       "安裝"         "我"       "安裝"         "了" 
##            a            m            c            v            v 
##         "好"       "幾次"         "但"       "不行"       "安裝" 
##           zg            v          eng            r           uj 
##         "請"       "改善"         "GG"         "我"         "的" 
##            x            l            d            v           nr 
##       "賴一"     "打電話"         "就"         "會"       "黑屏" 
##            a            p            v            x            n 
##       "根本"         "用"       "不了"       "兔兔"       "主題" 
##            n            n            v            n           zg 
##       "無法"       "套用"         "可"       "套用"         "換" 
##            n            p            x            n            v 
##       "主題"         "給"          "5"         "星"         "有" 
##            n           vn            n            n            d 
##       "問題"       "免費"       "代幣"       "專區"         "又" 
##            v            d            v           ul            d 
##         "開"         "不"       "起來"         "了"         "又" 
##            n            v            x            c            l 
##       "無法"       "下載"         "ㄌ"       "總是"   "時好時壞" 
##           zg            r            v            v           vn 
##         "為"       "什麼"       "不能"         "進"       "免費" 
##            n            v            v            v            d 
##       "代幣"       "不能"       "進去"         "登"         "不" 
##            v           nr           zg            a           uj 
##       "進去"         "連"         "辦"         "新"         "的" 
##            n            d            v            d            v 
##       "帳號"         "都"       "不行"       "更新"         "完" 
##            d            v            v           zg           ul 
##         "又"       "開始"         "跳"         "掉"         "了" 
##            r            v            j            v            p 
##       "怎麼"       "打字"         "阿"       "不能"         "用" 
##            n            v            n            d            x 
##       "電話"         "加"       "好友"       "一直"       "跳選" 
##            n           uj            n            f            v 
##       "國家"         "的"       "畫面"       "最近"         "要" 
##            x          eng            a            n            d 
##       "開啟"        "App"         "新"       "訊息"         "才" 
##            v            v            v            f           uj 
##         "會"       "進來"       "跳到"       "以前"         "的" 
##            n           zg            n            v            v 
##       "訊息"         "點"       "訊息"       "提醒"       "進去" 
##            v            v            v           nz            f 
##         "會"         "跳"         "到"     "聊天室"       "以前" 
##           uj            n            t            x            n 
##         "的"       "訊息"       "明明"       "有開"       "聲音" 
##            x            v            n            d            v 
##       "為何"         "有"       "訊息"         "都"         "沒" 
##            v            r            d            v          eng 
##       "提醒"         "我"         "最"       "喜歡"       "LINE" 
##           ul            x            c            p            n 
##         "了"       "因為"       "可以"         "跟"       "朋友" 
##           nz            x            c           df            r 
##       "聊天"         "ㄜ"       "可以"       "不要"       "那麼" 
##            m            n            d            v            v 
##         "多"       "廣告"       "一直"         "跳"       "出來" 
##            y            a            x            n            v 
##         "嗎"       "很煩"       "無新"       "訊息"       "提醒" 
##            v            a            n            d            d 
##         "有"         "新"       "訊息"         "卻"       "一直" 
##            v            v            n            d            n 
##       "沒有"       "提醒"         "音"       "一直"       "無法" 
##            d            v           nr           ns           uj 
##       "正常"       "執行"         "連"     "花錢買"         "的" 
##            d            v            n            v            d 
##         "也"         "是"       "無法"       "執行"       "更新" 
##            n            v            n            d            v 
##       "主題"         "沒"       "辦法"         "更"       "換請" 
##            v            a            y            x            d 
##       "改善"         "好"         "嗎"       "閃退"       "更新" 
##            f            d            x            c            d 
##         "後"       "一直"       "閃退"       "可以"       "趕快" 
##            v            m            y            d            v 
##       "修復"       "一下"         "嘛"       "忽然"     "進不去" 
##            v            x            m            v            r 
##       "不能"       "登入"         "一"       "直說"         "我" 
##            d            n            d            p            x 
##         "不"   "電話號碼"         "不"         "對"         "ㄍ" 
##            x            x           zg           nr            v 
##         "ㄋ"         "ㄋ"         "為"         "毛"       "不能" 
##            n            n            v            m            d 
##       "套用"       "主題"       "改善"       "一下"       "更新" 
##            f            v            v            l           vn 
##         "後"     "打不開"         "是"   "怎麼回事"       "免費" 
##            n            n            v            a            v 
##       "代幣"       "頁面"     "打不開"         "快"       "改善" 
##            d            f            d            x            a 
##       "更新"         "後"       "一直"       "閃退"       "重新" 
##            v            f            d            v            r 
##       "下載"         "後"         "也"         "是"       "一樣" 
##            p            r            n           zg            n 
##         "用"       "其他"       "軟體"         "換"       "主題" 
##            x            v            f            d            c 
##       "都換"       "不了"       "之前"         "都"       "可以" 
##            v            v            v            c            v 
##         "會"         "跳"         "到"         "或"       "返回" 
##            v           nz            y           vn            n 
##       "需要"   "重新安裝"         "嗎"       "免費"       "代幣" 
##            n            v            d            d           ul 
##       "頁面"     "打不開"         "已"       "更新"         "了" 
##            x            n            v           nz            n 
##       "賴的"     "關鍵字"       "搜尋"       "聊天"       "內容" 
##            l            v           ul            y            r 
##     "是不是"       "不見"         "了"         "呀"         "我" 
##            d            v            v            n            v 
##         "都"       "不能"       "新增"       "照片"         "到" 
##            n            v           zg            r            d 
##       "相簿"       "請問"         "為"       "什麼"       "更新" 
##            f            d            x            x            v 
##         "後"       "一直"       "閃退"       "當機"       "希望" 
##            c            v            x            x            v 
##       "可以"       "知道"       "群組"       "已讀"         "是" 
##           zg            x            x            v            n 
##         "誰"       "已讀"       "登入"         "有"       "問題" 
##            d            v            y            q            x 
##       "一直"         "入"         "唔"         "番"       "舊帳" 
##            v            c           nr            d            n 
##       "希望"       "可以"       "修正"         "都"       "要點" 
##            v            d            v            v            p 
##       "進去"         "才"         "有"       "通知"         "跟" 
##            a            f            n            n            n 
##         "新"         "後"       "無法"       "套用"       "主題" 
##           zg            a            v            x            v 
##         "請"         "快"       "修復"     "我的賴"       "不能" 
##            v           zg            x            v            r 
##       "使用"         "請"       "盡快"         "幫"         "我" 
##            v            n            d            v            f 
##         "想"       "辦法"       "更新"         "完"       "以後" 
##            d            n            v           nr            n 
##         "就"       "無法"       "使用"         "賴"       "主題" 
##           uj            v           ul            d            n 
##         "的"       "貼圖"         "了"       "一直"       "無法" 
##            x            d            v            n            l 
##       "登入"       "稍後"         "是"         "指"     "下輩子" 
##            y            c            v          eng            n 
##         "嗎"       "可以"         "讓"       "sony"       "手機" 
##           zg          eng            n            g            c 
##         "與"       "sony"         "平"         "鈑"       "同時" 
##            v            y            n            n            v 
##       "使用"         "嗎"       "系統"       "錯誤"       "關閉" 
##            v           ul            v           uj            n 
##       "提醒"         "了"       "提醒"         "的"       "視窗" 
##            c            v            v            v            n 
##       "還是"         "會"         "跳"       "出來"       "對話" 
##            n            v            n            v            n 
##       "紀錄"       "不能"       "儲存"       "換手"         "機" 
##            u           zg           an            n            n 
##       "的話"         "很"       "麻煩"       "套用"       "主題" 
##           zg            x            v            n            r 
##         "請"       "開啟"       "飛航"       "模式"       "這樣" 
##            d            c           ul            d            x 
##         "就"       "可以"         "了"         "又"     "愛又恨" 
##            x            v            d            l            d 
##       "的賴"       "下班"         "都"     "不放過"       "更新" 
##            v            n            n            x            x 
##         "完"       "主題"       "套用"       "不上"       "才剛" 
##            d            n            d            n            n 
##       "更新"       "主題"         "又"       "無法"       "套用" 
##            v            c            v           vn            n 
##       "撥打"         "和"       "接聽"       "免費"       "通話" 
##            n            v            n            n           zg 
##       "時會"         "有"       "雜音"       "通話"         "時" 
##            r            v           uj            v            n 
##         "我"         "聽"         "的"         "到"       "對方" 
##            n            c            n            v            v 
##       "聲音"         "而"       "對方"         "聽"       "不到" 
##            r            n            x           ul            y 
##         "我"       "聲音"       "太濫"         "了"         "吧" 
##            r            x          eng          eng            d 
##       "各種"       "閃退"        "HTC"         "M9"       "更新" 
##            f            d            v            v            n 
##         "後"         "就"       "不能"       "傳送"       "訊息" 
##            v            r            y            v            v 
##         "是"       "怎樣"         "啦"         "開"       "不了" 
##            r           uj            n            v          eng 
##         "我"         "的"       "手機"         "是"        "HTC" 
##          eng           zg            r            d            v 
##         "m8"         "為"       "什麼"         "都"         "開" 
##            v            v            n            v           zg 
##       "不了"       "認證"         "信"     "收不到"         "綁" 
##            n            n            v            v            n 
##   "電話號碼"       "無法"       "收到"       "認證"         "信" 
##            v            v            n            n            n 
##       "希望"       "新增"       "蝴蝶"       "仙子"       "主題" 
##            v            c            v           nr            n 
##       "希望"       "可以"         "有"     "迪士尼"       "蝴蝶" 
##            n           uj            n            d            f 
##       "仙子"         "的"       "主題"       "更新"         "後" 
##            v            d            v            d            n 
##         "登"         "不"       "進去"       "一直"         "卡" 
##            p            f            c            x            v 
##         "在"       "外面"       "可以"       "盡快"       "改善" 
##            y            x            v          eng          eng 
##         "嗎"       "好用"       "希望"       "win8"      "win10" 
##           uj          eng            d            v            v 
##         "的"       "line"         "也"         "有"       "截圖" 
##            n            v            n            f            f 
##       "功能"       "換手"         "機"         "後"       "以前" 
##            v           uj            v            d            v 
##       "購買"         "的"       "貼圖"         "都"       "不見" 
##           ul            x          eng            v            v 
##         "了"       "紅米"      "note2"         "會"         "跳" 
##           zg            i            x            d            d 
##         "掉"   "根本無法"       "開啟"         "剛"       "更新" 
##            x            v            d            d            x 
##       "還不"       "知道"         "剛"       "更新"       "還不" 
##            v            v            d            a            n 
##       "知道"       "希望"     "越來越"         "好"       "電話" 
##           vn            v            p          eng           uj 
##       "自動"       "掛斷"         "用"       "line"         "的" 
##            n            d           vn            v           nz 
##       "電話"         "常"       "自動"       "掛掉"       "換機" 
##            n            v            v            n            v 
##       "密碼"       "沒有"       "找回"       "功能"         "要" 
##            r           vn            n            n            v 
##       "怎樣"       "免費"       "代幣"       "頁面"     "打不開" 
##            j          eng            d            x            r 
##         "阿"        "XDD"       "更新"     "完後為"       "什麼" 
##            v           uj            v            p           vn 
##       "購買"         "的"       "貼圖"         "跟"       "免費" 
##            n            d            v           ul            d 
##       "代幣"         "都"       "不見"         "了"       "更新" 
##            f            d            v            x            c 
##         "後"         "常"         "沒"       "回應"       "不然" 
##            d            x            n            x            v 
##         "就"       "死當"       "頭像"     "有綠點"       "請問" 
##            x            v            r            n           zg 
##     "那綠點"         "是"       "什麼"       "意思"         "為" 
##            r           zg            r            r            n 
##       "什麼"         "為"       "什麼"       "我家"         "人" 
##           uj          eng            d            v            v 
##         "的"       "line"         "都"         "有"       "顯示" 
##            b            n           vn            n            d 
##       "在線"       "用戶"       "免費"       "電話"       "異常" 
##            v            x            d            v            v 
##       "不能"       "播打"         "也"       "不能"       "接聽" 
##            v            c            v           nr            d 
##       "希望"       "可以"       "推出"     "哈利波"         "特" 
##           uj            n            c            v            v 
##         "的"       "主題"         "和"       "貼圖"       "希望" 
##            v            x            x            n            n 
##       "改進"     "群組能"       "改群"       "名片"       "個人" 
##            p            x           uj            n           vn 
##         "在"       "群裡"         "的"       "名字"       "免費" 
##            n            t            d            d            x 
##       "代幣"       "明明"       "已經"       "更新"       "了還" 
##            v            p            n            v            c 
##       "不能"         "用"       "代幣"       "希望"       "可以" 
##            v            n           nz           uj            n 
##       "自訂"       "限時"       "聊天"         "的"     "計時器" 
##            n            x            d            v            x 
##       "無法"       "開啟"         "都"       "沒有"       "回應" 
##            v            v            d           nr            d 
##         "能"       "不能"       "更新"       "謝謝"       "更新" 
##            f            n            n            v            c 
##         "後"       "照片"       "無法"       "加載"         "及" 
##            v            d            v            d            v 
##       "傳送"       "非常"       "困擾"         "都"       "沒有" 
##            v            v            d            v            x 
##       "通知"       "提醒"         "都"         "有"       "開著" 
##            d            r            d            v            v 
##         "卻"       "每次"         "都"       "沒有"       "通知" 
##            r            n            v            v            n 
##       "有些"     "聯絡人"       "不能"       "建立"       "捷徑" 
##           zg            r           zg            r            v 
##         "為"       "什麼"         "為"       "什麼"       "收到" 
##            n            v            v            x            n 
##       "訊息"       "沒有"       "提示"       "生啊"       "帳號" 
##            n            v            r            v            a 
##       "無法"       "認證"       "什麼"         "叫"       "無效" 
##           uj            n            v          eng            v 
##         "的"   "電話號碼"       "求解"       "line"         "要" 
##            v            m            v            d           nz 
##         "隔"       "多久"       "才能"       "再次"       "換機" 
##            r            d            v            v            d 
##       "每次"         "都"         "要"       "打開"         "才" 
##            v            v            n            v          eng 
##       "知道"         "有"       "訊息"       "請問"         "ID" 
##            v            f            d            v            v 
##       "設定"       "以後"         "就"       "不能"         "改" 
##           ul            y            n            n            v 
##         "了"         "嗎"       "手機"       "無法"       "認證" 
##            d            v            p            n            x 
##         "還"       "不能"         "用"       "背景"       "太扯" 
##           ul            v           ul            v            r 
##         "了"       "爛死"         "了"         "會"       "自己" 
##            x            c            v            x            v 
##       "跳掉"       "然後"       "不能"       "登入"       "希望" 
##            x           uj            c            a            v 
##       "安卓"         "的"       "可以"       "連續"       "傳送" 
##            v            n            n           uj            r 
##         "貼"       "圖像"       "蘋果"         "的"       "一樣" 
##            n           nr            n            v          eng 
##       "無法"       "張貼"       "照片"         "要"         "po" 
##            n            d           vn            v            n 
##       "照片"         "就"       "自動"       "跳出"       "畫面" 
##            a           uj            n            v            v 
##       "無效"         "的"   "電話號碼"     "收不到"       "認證" 
##            n            d            x           ad            n 
##       "簡訊"       "一直"       "閃退"       "完全"       "無法" 
##            x            v            r            n            v 
##       "開啟"         "搞"         "啥"         "鬼"       "不會" 
##            x            v           nz            n            v 
##       "登入"         "沒"       "換機"       "密碼"         "要" 
##            r            x           zg           ad            n 
##       "如何"       "登入"         "爛"       "完全"       "無法" 
##            v          eng           uj            n            x 
##       "使用"   "FaceBook"         "的"       "帳號"       "登入" 
##           nz           ul            n            n            n 
##       "爛透"         "了"       "儲存"     "記事本"       "影片" 
##            l            v            v            v            b 
##     "跑不動"         "拿"         "去"       "維修"       "所有" 
##          eng           uj            n            d            v 
##       "LINE"         "的"       "遊戲"         "都"       "不在" 
##           zg            v            n            v            p 
##         "爛"       "通知"       "無法"       "關閉"       "關了" 
##            x            v            c            d            v 
##       "群組"       "通知"       "還是"       "一直"       "跳出" 
##           ad           zg            j          eng            x 
##       "突然"         "冇"         "法"         "dl"       "圖同" 
##          eng           zg            n            x            n 
##       "send"         "圖"       "如題"       "好用"       "廣告" 
##            x            c            n            a            v 
##       "好用"       "但是"       "廣告"       "很煩"       "希望" 
##            c            v            n            n            x 
##       "可以"       "關掉"       "廣告"       "無法"       "登入" 
##            v            d            v            a           uj 
##       "請問"       "一直"       "顯示"       "無效"         "的" 
##            n            v            l            d            v 
##   "電話號碼"         "是"   "怎麼回事"       "一直"       "沒收" 
##            v            n            v            n          eng 
##         "到"     "認證碼"       "靠北"       "通話"    "Samsung" 
##          eng            n            n            v            n 
##         "J7"       "對方"       "無法"       "聽到"     "講話聲" 
##           nz           ul            r            d            v 
##       "爛透"         "了"       "怎麼"         "都"     "打不開" 
##           ul            v            r            x            n 
##         "了"         "是"     "怎麼樣"       "有存"       "照片" 
##           uj            n            c            p            p 
##         "的"       "相簿"       "可以"         "在"         "用" 
##            m            v            n           uj            y 
##       "一個"         "存"       "影片"         "的"         "嘛" 
##            v            x            n            c            c 
##       "傳送"       "音檔"       "音質"       "如果"       "可以" 
##            v            d            a           ul            n 
##       "無損"         "就"         "好"         "了"       "手機" 
##           vn            v          eng          eng           vn 
##       "自動"       "登出"       "Sony"         "m4"       "自動" 
##            v            n            a            v           zg 
##       "登出"       "訊息"         "全"       "不見"         "爛" 
##            v            d            v            d            d 
##       "爛死"       "更新"         "完"         "就"       "一直" 
##            v            d            v          eng            x 
##         "開"         "不"       "進去"       "Line"       "裡面" 
##           uj            n            n           uj            n 
##         "的"       "圖片"       "主題"         "的"       "圖片" 
##            d            v            v            d            v 
##         "都"         "跑"         "去"         "不"       "出來" 
##            v            n            v            n           zg 
##         "沒"       "聲音"         "有"       "訊息"         "來" 
##            d            v            v           zg            x 
##         "都"       "不會"         "叫"         "爛"       "賴的" 
##            n            v            n            d            v 
##       "圖片"       "貼圖"       "主題"         "都"         "跑" 
##            d            v            d            n           uj 
##         "不"       "出來"         "常"       "連絡"         "的" 
##            n            n           nr            v            d 
##         "人"       "好友"         "連"       "不到"         "都" 
##            v            m            n           uj            n 
##       "連到"       "很少"       "連絡"         "的"         "人" 
##            m            n           zg            r            t 
##       "一堆"       "廣告"         "為"       "什麼"       "今天" 
##            v            x            v            m            n 
##       "開始"     "我的賴"       "出現"       "一堆"       "廣告" 
##            n            v           ul           zg            r 
##       "訊息"       "不見"         "了"         "為"       "什麼" 
##            d            v           ad            n            d 
##       "更新"         "完"       "完全"       "訊息"         "都" 
##            v           zg            x            x            x 
##       "不見"   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>" 
##            x            x           zg            x            x 
##   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>" 
##            x            x            x           zg            x 
##   "<U+3E38>"   "<U+613C>"   "<U+3E32>"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E32>" 
##            v            v            n            x            v 
##       "沒有"       "通知"       "網路"       "開著"       "通知" 
##            d            v            v            v            x 
##         "也"       "沒有"         "跑"       "出來"       "還滿" 
##            a            p            c            r            n 
##         "好"         "用"         "但"       "有些"       "地方" 
##            v            v            r            n            v 
##         "需"       "改善"         "我"       "無法"       "下載" 
##            r            v            n            p            n 
##         "我"       "登記"       "帳號"         "跟"       "密碼" 
##            d            n            x            m            v 
##         "也"       "無法"       "登入"         "一"       "打開" 
##            d            n            r            d            v 
##         "就"       "全黑"       "什麼"         "也"       "不能" 
##            p            d            f            n            n 
##         "用"       "更新"         "後"       "對話"       "紀錄" 
##            n            v            m            v            d 
##       "消失"       "發生"       "三次"     "進不去"       "一直" 
##            v          eng            p            v            d 
##       "顯示"       "line"         "以"       "停止"       "更新" 
##            f            r            c            v           uj 
##         "後"       "自己"       "另外"       "下載"         "的" 
##            n            v           zg            d            f 
##       "主題"       "不能"         "換"       "更新"         "後" 
##            n            x           nr            v            v 
##       "無法"       "開啟"         "麻"       "煩請"       "處理" 
##            m            v            n            f            v 
##       "一下"       "打開"       "訊息"         "後"         "會" 
##            v            v            r            n            x 
##         "跳"         "到"       "別的"       "畫面"       "好用" 
##            x           uj            n           zg            v 
##       "裡面"         "的"       "遊戲"         "很"       "好玩" 
##            v            n            v            r            p 
##       "請問"       "手机"       "重制"       "怎么"         "用" 
##            v            n           uj          eng          eng 
##       "回來"       "原本"         "的"        "HTC"         "M8" 
##            m            x            x            n            x 
##        "6.0"       "版會"       "閃退"       "如題"          "1" 
##           zg            v            n            n            v 
##         "請"       "新增"     "記事本"       "文章"       "搜尋" 
##            n            x           zg            v            n 
##       "功能"          "2"         "請"       "新增"         "傳" 
##            n            n           zg            r            v 
##       "檔案"       "功能"         "為"       "什麼"       "不能" 
##            n           zg            r            n            v 
##       "套用"         "從"       "別的"       "程式"       "下載" 
##           uj            n            n            v            n 
##         "的"       "主題"       "無法"       "贈送"       "主題" 
##            n            v            n            e           an 
##       "無法"       "贈送"       "主題"         "喔"       "麻煩" 
##            v            x           nr            n            x 
##       "改善"         "唷"       "謝謝"       "小米"          "2" 
##            x            d            f            n            v 
##          "S"       "更新"         "後"       "無法"       "使用" 
##            n            n            v            d            v 
##       "視訊"       "通話"         "開"         "不"       "起來" 
##            r            x            v            d            v 
##       "每次"       "要開"       "起來"         "都"         "要" 
##            v            x           uj            n            p 
##         "跑"       "超久"         "的"       "主題"       "自從" 
##            d            f            n            d            v 
##       "更新"         "後"       "主題"         "就"       "不能" 
##            v           zg            a            v            v 
##       "更換"         "請"         "快"       "更換"       "回來" 
##            f            n            v            v            d 
##       "最近"       "訊息"       "進來"       "好像"         "都" 
##            v            v            n            x            n 
##       "不會"       "提醒"       "影音"       "檔有"       "問題" 
##            v            n            v            n            n 
##         "有"       "無法"       "播放"       "語音"       "訊息" 
##           uj            n            n           vn            n 
##         "的"       "問題"       "無法"       "調整"       "影片" 
##            v            n            b            v            v 
##       "播放"       "聲音"       "大小"         "要"       "打開" 
##            m            d            v            n            v 
##       "很久"         "才"       "收到"       "訊息"         "扯" 
##            d            f            v            n            d 
##       "更新"         "後"       "下載"       "主題"         "都" 
##            v            p            v           nz            n 
##       "不能"         "用"       "搜尋"       "聊天"       "內容" 
##           uj            n            v           ul            v 
##         "的"       "功能"       "不見"         "了"       "不能" 
##            v           nz            n           ul            v 
##       "搜尋"       "聊天"       "內容"         "了"       "只能" 
##            v           nz            c            n            c 
##         "查"     "聊天室"         "和"       "好友"       "可以" 
##            v           zg            x            y            p 
##         "看"         "誰"       "已讀"         "嗎"         "用" 
##            f            r            c            v           zg 
##       "以前"       "那樣"       "可以"         "看"         "誰" 
##            x           uj            a            y            n 
##       "已讀"         "的"         "好"         "嗎"       "建議" 
##            v            v            c            v            n 
##     "有沒有"       "阻擋"         "或"       "關閉"       "遊戲" 
##            v           uj            n           zg            n 
##       "邀請"         "的"       "功能"         "啊"       "無法" 
##            x            d            v            n           zg 
##       "登入"       "一直"       "顯示"       "錯誤"         "請" 
##           vn            d            f            d            v 
##       "重試"       "更新"         "後"       "一直"       "跳到" 
##            f           uj           nz            n            v 
##       "以前"         "的"       "聊天"       "紀錄"       "隱藏" 
##            x            x            v            v            n 
##       "群組"   "群組太多"       "可否"         "像"         "人" 
##            r            c            v            v           uj 
##       "一樣"       "可以"         "有"       "隱藏"         "的" 
##            n            v            n            n            x 
##       "選項"       "不能"         "傳"       "影片"     "我的賴" 
##            v           zg            n            v            n 
##       "不能"         "從"       "相簿"         "找"       "影片" 
##            v            n            v            r           uj 
##       "傳給"       "朋友"       "顯示"         "我"         "的" 
##            n            n            c            v            d 
##       "精簡"       "模式"       "還是"         "跳"         "不" 
##            v            v            p           nz            n 
##       "出來"       "可否"       "根據"       "聊天"       "對象" 
##            v            d            r           uj            n 
##       "增設"         "不"       "一樣"         "的"       "鈴聲" 
##           zg           zg            l            d            x 
##         "爛"         "啊"     "動不動"         "就"       "閃退" 
##            d            x            x            x           nr 
##       "真的"       "很賴"       "很賴"       "很賴"         "賴" 
##            a            v            f            d            v 
##       "重新"       "下載"       "之後"         "就"         "登" 
##            d            v            n           vn            n 
##         "不"       "進去"       "建議"       "免費"       "代幣" 
##           df            v            n            n           vn 
##       "不要"       "限制"       "時間"       "建議"       "免費" 
##            n            p            m            f           df 
##       "代幣"         "在"       "二月"       "之後"       "不要" 
##            v            n           vn            n           uj 
##       "限制"       "時間"       "免費"       "代幣"         "的" 
##            n            v            d            v            f 
##       "介面"         "開"         "不"       "起來"       "同上" 
##            n            p            n            d            v 
##       "影片"         "跟"       "錄音"         "都"       "不能" 
##            v            v            v            n            d 
##         "看"       "不能"         "聽"       "無法"       "正常" 
##            v            n            d            n            d 
##       "執行"       "照片"         "都"         "傳"         "不" 
##            v            r            n            n            d 
##       "出去"       "每次"         "傳"       "照片"         "都" 
##            v            n            n           zg            r 
##         "沒"       "辦法"         "傳"         "為"       "什麼" 
##            n            d            v           zg            v 
##       "主題"       "一直"       "跳出"         "請"       "幫忙" 
##            v            d            v            n            d 
##       "處理"       "更新"         "完"       "主題"         "就" 
##            v           ul            a            v            d 
##       "不見"         "了"         "早"       "知道"         "就" 
##           df            d            n           zg            r 
##       "不要"       "更新"       "主題"         "為"       "什麼" 
##            d            f            v           zg            r 
##       "更新"       "之後"       "不能"         "換"       "自己" 
##            v           uj            r           uj            a 
##         "要"         "的"         "我"         "的"         "小" 
##           nz           uj            n            v            r 
##     "美人魚"         "的"       "主題"       "變成"       "其他" 
##           uj            n           ul            x            a 
##         "的"       "主題"         "了"       "還我"         "小" 
##           nz            v            n            n            n 
##     "美人魚"         "沒"       "辦法"       "套用"       "主題" 
##           ul            d            f            n            n 
##         "了"       "更新"         "後"       "主題"       "套用" 
##            d            t            c            r          eng 
##         "不"       "上去"       "但是"         "我"        "mi4" 
##            v          eng          eng            v            p 
##       "使用"       "cm13"        "rom"       "不能"         "用" 
##            v            n            p           vn            n 
##         "幹"       "幹嘛"         "把"       "免費"       "代幣" 
##            v            n            x            n            v 
##       "改成"       "限時"       "群組"       "訊息"       "提醒" 
##            n            v            n           zg            r 
##       "無法"       "關閉"       "如題"         "為"       "什麼" 
##            d            f           zg           uj            r 
##       "更新"         "後"         "變"         "的"       "那麼" 
##            a            r            n            d            v 
##         "小"       "什麼"         "鬼"         "未"       "顯示" 
##            x            n            x           ul            d 
##       "已讀"       "對方"       "已讀"         "了"         "也" 
##            v            r           ul            d            d 
##       "回覆"         "我"         "了"         "卻"         "未" 
##            v            x            v            c            v 
##       "顯示"       "已讀"       "希望"       "可以"         "看" 
##            n            f            n            n            n 
##       "對方"       "上下"         "線"       "如題"       "訊息" 
##            d            v          eng            d            v 
##         "都"         "要"       "line"         "才"         "會" 
##            v            v            r            d            v 
##         "跑"       "出來"       "每次"       "更新"         "完" 
##            n            d            n            n            v 
##       "主題"         "都"       "無法"       "套用"         "能" 
##            v            y           vn            n            v 
##       "改善"         "嗎"       "免費"       "代幣"         "可" 
##            p            x            m            v            n 
##         "在"       "多給"       "一點"         "謝"       "無法" 
##            v            v            v            d            v 
##       "下載"       "下載"         "完"       "一直"         "跑" 
##            v            n            v            r            n 
##         "出"       "無法"       "安裝"       "這個"   "應用程式" 
##            n            v            n            n            n 
##       "通話"         "有"       "問題"       "通話"       "聲音" 
##            a            a            i            n            x 
##       "不順"         "易"   "斷斷續續"       "客服"       "過了" 
##            m            n            d            v            n 
##         "24"       "小時"         "都"         "沒"       "辦法" 
##            x           zg           ns           zg            r 
##       "登入"         "爛"       "東西"         "為"       "什麼" 
##            n            x            d            v            n 
##       "無法"       "登入"       "一直"       "顯示"       "錯誤" 
##           zg           vn            n            d            v 
##         "爛"       "免費"       "代幣"         "都"     "打不開" 
##            r            p            v            n            f 
##         "我"         "在"       "換手"         "機"         "後" 
##            d            n            d            v            x 
##       "一直"       "無法"       "正常"       "執行"         "讚" 
##            x            a            n            v            a 
##       "好用"       "簡單"       "通話"         "能"         "好" 
##            d            a           ul            r            d 
##         "就"       "完美"         "了"       "怎麼"       "更新" 
##            f            v            v           zg            x 
##         "後"         "看"       "不了"         "請"       "盡快" 
##            v            v            c            v            x 
##       "改善"       "希望"       "可以"         "有"     "酷洛米" 
##           uj            n            v            c            a 
##         "的"       "動態"       "貼圖"         "和"         "新" 
##           uj            x            n            n            v 
##         "的"     "酷洛米"       "主題"       "無法"       "註冊" 
##            n            d            v            n            a 
##   "手機號碼"       "一直"       "顯示"       "號碼"       "無效" 
##            n            v            d            a            n 
##       "無法"       "註冊"       "真的"       "很爛"       "視訊" 
##            n            x            d           nr            n 
##       "螢幕"       "為何"         "都"       "卡住"       "訊號" 
##            d            d            d           zg            n 
##         "也"         "都"       "正常"         "啊"       "通話" 
##            n            d            v            v            v 
##       "對方"       "一直"         "聽"       "不到"         "是" 
##            r           ul            d            t            v 
##       "怎麼"         "了"       "一直"         "當"       "使用" 
##           uj            n            v            d            x 
##         "的"       "時候"         "會"       "一直"       "當機" 
##            c           an            v            y           nz 
##       "可以"       "麻煩"       "改善"         "嗎"       "換機" 
##            n            v            v            r            x 
##       "密碼"         "望"       "記要"       "怎麼"       "登入" 
##            f            d            v            n            x 
##       "最近"       "一直"         "有"       "雜訊"       "會有" 
##            x            x            x            x            x 
##         "ㄅ"         "ㄧ"         "ㄚ"         "ㄅ"         "ㄧ" 
##            x           uj            n            x            v 
##         "ㄚ"         "的"       "聲音"       "為何"       "沒有" 
##            c            v            r            n            x 
##       "可以"         "看"       "別人"       "上線"         "ㄉ" 
##            n            v            v            d            v 
##       "地方"         "開"       "不了"       "更新"         "完" 
##            r            x            d            v            v 
##       "怎麼"       "連開"         "也"         "開"       "不了" 
##            d            x            d            v            p 
##       "一直"       "閃退"       "到底"         "是"         "在" 
##            v            r           uj            y           zg 
##         "閃"       "什麼"         "的"         "啦"         "為" 
##            r            n            n            d            t 
##       "什麼"       "照片"         "傳"         "不"       "上去" 
##            n           zg           vn            n            n 
##     "記事本"         "裡"       "免費"       "代幣"       "遊戲" 
##            v            v            d            v            v 
##       "下載"         "完"       "竟然"         "拿"       "不到" 
##            n           zg           ns          eng            v 
##       "代幣"         "鳥"       "東西"         "fb"       "登陸" 
##            d            x            v            v            n 
##       "一直"       "險是"       "登陸"       "失敗"       "語音" 
##            n            v           zg           zg           zg 
##       "通話"         "有"         "噠"         "噠"         "噠" 
##            a            n           zg            n          eng 
##       "尖銳"       "雜音"         "很"       "刺耳"      "Note4" 
##           vn            n            n            v            x 
##       "免費"       "代幣"       "頁面"     "打不開"         "ㄝ" 
##            d            f            n            d            v 
##       "更新"         "後"       "主題"         "也"       "不能" 
##           zg            x            n            v            p 
##         "換"       "爛耶"       "電話"       "不能"         "用" 
##           zg            r            r            n            v 
##         "為"       "什麼"         "我"       "電話"       "不能" 
##            v           zg            c            v            m 
##       "設定"         "啊"       "可以"       "回覆"       "一下" 
##            y            d            f            v            v 
##         "嘛"       "更新"         "後"         "跳"       "不出" 
##            n           uj            a            n           ul 
##       "訊息"         "的"         "小"       "框框"         "了" 
##            c            d            x            n            x 
##   "可不可以"       "更新"       "成用"   "電話號碼"       "登入" 
##            n            v           ul            d            c 
##         "頭"       "貼換"         "了"         "卻"       "還是" 
##            f            m            n            v           ul 
##         "上"       "一張"         "頭"       "貼換"         "了" 
##            d            c            f            m           zg 
##         "卻"       "還是"         "上"       "一張"         "為" 
##            r           zg            r            n            v 
##         "啥"         "說"         "我"   "手機號碼"       "認證" 
##            d            p            v            v            c 
##         "不"         "對"       "希望"         "有"       "可以" 
##            x            n            c            x            n 
##       "群組"       "分類"       "可以"       "群發"       "訊息" 
##            d            f            n            d            v 
##       "更新"         "後"       "主題"         "也"       "不能" 
##           zg            x            v            n            v 
##         "換"       "爛耶"       "增加"       "功能"       "希望" 
##            c            v            n          eng            n 
##       "可以"       "支援"         "傳"        "gif"         "檔" 
##            r           uj          eng            n            x 
##         "我"         "的"       "line"       "無法"       "登入" 
##            n            d            v            a           uj 
##       "號碼"       "一直"       "出現"       "無效"         "的" 
##            n            v            n            v            n 
##       "號碼"       "設定"   "電話號碼"       "不會"         "傳" 
##            n            x            v            m            d 
##       "簡訊"       "很卡"       "滑到"       "一半"         "都" 
##            v            n            n            v           zg 
##       "不動"       "語音"       "通話"         "有"         "噠" 
##           zg           zg            a            n           zg 
##         "噠"         "噠"       "尖銳"       "雜音"         "很" 
##            n          eng           zg            r            v 
##       "刺耳"      "Note4"         "為"       "什麼"       "不能" 
##           zg            n            v           vn            n 
##         "從"       "視訊"       "變回"       "免費"       "通話" 
##            d            x           zg            v            p 
##       "一直"       "閃退"         "很"       "難用"         "在" 
##          eng          eng            r            v            v 
##        "HTC"         "M8"         "我"         "買"       "貼圖" 
##           zg            r            n            c           vn 
##         "為"       "什麼"       "代幣"         "和"       "免費" 
##            n            d            m            v           vn 
##       "代幣"         "都"       "一起"         "扣"       "免費" 
##            n            n            v            x            n 
##       "代幣"       "頁面"     "打不開"         "ㄝ"       "無法" 
##          eng            n            x          eng            x 
##         "FB"       "帳號"       "登入"       "line"     "還閃退" 
##          eng          eng            n          eng            n 
##       "sony"         "C4"       "桌面"        "App"       "捷徑" 
##            v            n            n            d           zg 
##       "沒有"       "數字"       "標記"       "真的"         "很" 
##            a            n            v           ul            d 
##       "不錯"       "聯絡"         "有"         "了"       "更好" 
##           uj            n            d            f            d 
##         "的"       "管道"       "更新"       "之後"         "又" 
##           zg            a            x           zg            v 
##         "從"         "新"       "登入"         "且"         "忘" 
##           ul            n            v            n            d 
##         "了"       "密碼"     "進不去"     "認證碼"         "也" 
##            d            v            r            p            r 
##         "不"       "回傳"       "什麼"         "跟"       "什麼" 
##            z            n            n            v            n 
##     "怪怪的"       "主題"       "套用"         "有"       "問題" 
##           zg            x            v            n            x 
##         "請"       "盡快"       "修復"       "無法"       "開啟" 
##            v            n            f            d           vn 
##       "輸入"       "帳號"         "後"         "就"       "自動" 
##            v            n           zg            v            v 
##       "跳出"       "功能"         "請"       "新增"       "標示" 
##            d            x           zg            r          eng 
##         "未"       "讀鍵"         "為"       "什麼"       "LlNE" 
##            d            t            n            v            d 
##       "更新"       "過後"       "主題"         "找"         "不" 
##            v          eng            n            d            x 
##       "回來"   "ZenFone5"       "無法"       "正常"       "開啟" 
##            a            v            x            n            v 
##         "快"       "處理"       "好嗎"   "電話號碼"       "認證" 
##            d            v            v           nz           ul 
##         "都"         "能"         "錯"       "爛透"         "了" 
##            n            v            d            v            d 
##       "帳號"         "登"         "不"       "進去"       "一直" 
##            a           uj            n            a            d 
##       "無效"         "的"   "電話號碼"       "很煩"       "經常" 
##            v            v           zg            v           zg 
##       "認證"       "失敗"         "請"       "改善"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>" 
##            x           zg            x            x            x 
##   "<U+3E31>"   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>" 
##            x            x           zg            x            x 
##   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>" 
##            x            x            x           zg            x 
##   "<U+3E38>"   "<U+613C>"   "<U+3E31>"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E31>" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>" 
##            x           zg            x            x            x 
##   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>" 
##            x            x            d            f            n 
##   "<U+613C>"   "<U+3E31>"       "更新"         "後"       "無法" 
##            v            n            p            n            n 
##       "上傳"       "照片"         "至"       "相簿"       "相簿" 
##            n            v            n           zg            x 
##       "無法"       "上傳"       "圖片"         "請"       "盡快" 
##            v            x            v            d           ul 
##       "修復"       "我頭"         "貼"       "更新"         "了" 
##            c            v           uj            x            x 
##       "可是"       "留言"         "的"       "頭貼"       "並沒" 
##            d            x            p           uj            l 
##       "更新"       "超好"         "用"         "的"     "打電話" 
##            c            x            c            d           nz 
##       "不但"     "免錢還"       "可以"       "一直"       "聊天" 
##           zg            d            v            d            f 
##         "請"       "趕快"       "改善"       "更新"         "後" 
##            n            v            x           zg            d 
##       "主題"       "不能"       "換了"         "請"       "趕快" 
##            v            a            y            n           ad 
##       "改善"         "好"         "嘛"       "通話"       "完全" 
##            v            v            n            n            d 
##         "聽"       "不到"       "對方"       "視訊"         "也" 
##            v            d            v            n            x 
##         "是"       "一直"       "顯示"       "無法"       "開啟" 
##            b            v            v            r           ul 
##       "整個"         "惹"         "鬧"         "我"         "了" 
##            x            d            f            v            v 
##     "狂閃退"       "更新"       "之後"         "打"         "沒" 
##            m            x            x            v            n 
##       "幾個"       "字狂"       "閃退"       "不能"       "通話" 
##           zg            n            v            n            a 
##         "啊"       "對方"       "顯示"       "網路"       "不穩" 
##           zg            a            p            c            v 
##         "很"         "好"         "用"         "但"       "分享" 
##            n            n            v            l            d 
##       "功能"       "無法"       "實用"     "他媽的"       "一直" 
##            x            v            x            q            x 
##       "閃退"         "是"       "哪招"         "天"         "ㄚ" 
##           zg            r            t            r           uj 
##         "為"       "什麼"       "現在"         "我"         "的" 
##          eng            a            v            v            v 
##       "line"       "根本"         "開"       "不了"       "求解" 
##            x            d            f            v            v 
##     "狂閃退"       "更新"       "之後"         "打"         "沒" 
##            m            x            x            d            f 
##       "幾個"       "字狂"       "閃退"       "更新"         "後" 
##            n            v            n            p            n 
##       "無法"       "上傳"       "照片"         "至"       "相簿" 
##            r            v            n            p            v 
##         "我"     "看不到"       "圖片"         "跟"       "貼圖" 
##            f            v           uj            v            d 
##       "之前"       "下載"         "的"       "貼圖"         "都" 
##            v           ul            v            x           uj 
##       "不見"         "了"         "有"       "夠爛"         "的" 
##            r           uj            x            n            v 
##         "我"         "的"       "換幾"       "密碼"         "忘" 
##           ul            v            l            f            d 
##         "了"         "要"     "怎麼辦"       "最近"       "常常" 
##           vn            v            v            x           zg 
##       "自動"       "關閉"       "停止"       "回應"         "請" 
##            v            m          eng          eng            v 
##       "排除"       "一下"       "OPPO"         "R7"       "使用" 
##            x           nr            c            v            d 
##       "閃退"       "黑屏"       "然後"       "退出"       "到底" 
##           zg            r            v            v            n 
##         "為"       "什麼"       "不能"         "買"       "代幣" 
##            p            v            n            x           zg 
##         "跟"       "貼圖"       "無法"       "登入"         "爛" 
##            d            d            x            d            x 
##         "越"       "更新"       "越爛"       "更新"     "完後連" 
##            x            d            v            n           ul 
##       "登入"         "都"         "有"       "問題"         "了" 
##            x            n           vn            x            n 
##       "這是"         "人"       "生活"     "有義意"         "事" 
##            v           zg            r            d            v 
##     "進不去"         "為"       "什麼"       "一直"       "出現" 
##            n            d            v            n            x 
##       "無法"       "正常"         "沒"       "辦法"       "登入" 
##           zg            r            d            v            x 
##         "為"       "什麼"         "都"       "不能"       "登入" 
##            a            v            d            v            v 
##       "重新"       "下載"         "也"         "是"       "不能" 
##            x            n            m            v            n 
##       "登入"       "問題"       "一堆"         "沒"       "辦法" 
##            v            v            v            v          eng 
##       "收到"       "通知"       "設定"       "希望"       "line" 
##            c            v            m            v            n 
##       "可以"       "增加"       "一個"       "更改"   "手機號碼" 
##           uj            v            m            n            v 
##         "的"       "設定"         "二"       "階段"       "認證" 
##            v           zg            r            n            m 
##         "是"         "個"       "什麼"         "鬼"         "日" 
##            r            v            v            n            v 
##         "你"       "沒有"       "通知"       "要點"       "進去" 
##            d            v            v            n            n 
##         "才"       "知道"         "有"       "訊息"       "主題" 
##           zg            r            v           zg            n 
##         "為"       "什麼"       "不能"         "換"       "主題" 
##            r            d            x           ul          eng 
##       "怎麼"       "更新"       "變爛"         "了"        "HTC" 
##            m            v            d            x           zg 
##        "626"         "會"       "一直"       "閃退"         "請" 
##            v            n            a            l            v 
##       "改善"       "帳號"       "重新"     "登入後"       "貼圖" 
##           zg            n            d            v           ul 
##         "與"       "好友"         "都"       "不見"         "了" 
##            d            a            c            n            v 
##         "還"       "不錯"       "只是"     "穩定度"       "希望" 
##            c            v            d            v            a 
##       "可以"       "提升"       "一直"       "顯示"       "無效" 
##           uj            n            v            d            v 
##         "的"   "電話號碼"         "開"         "不"       "起來" 
##            n            v            n            f            n 
##       "無法"       "傳送"       "圖片"     "右下角"       "綠色" 
##            v            v            p            n            x 
##       "傳送"       "不能"         "按"       "主題"       "兔兔" 
##            n            n           zg            d            v 
##       "無法"       "套用"         "請"       "快點"       "改善" 
##          eng          eng          eng            n            x 
##         "Z3"    "compact"     "tablet"       "無法"       "登入" 
##            x            l            n            n            n 
##       "爛到"   "無以復加"       "語音"       "功能"       "無法" 
##            v            n            n            d            n 
##       "使用"       "語音"       "功能"       "一直"         "傳" 
##            d            v            n            n            d 
##         "不"       "出去"       "照片"         "傳"         "不" 
##            v            d            v            y            n 
##       "出去"         "太"       "誇張"         "啦"       "照片" 
##            x            d            v           zg            v 
##       "竟傳"         "不"       "出去"         "請"       "改善" 
##            v            d            n            m            v 
##       "不能"       "更新"   "錯誤代碼"        "963"       "還有" 
##            n            m           zg            v            v 
##   "錯誤代碼"        "907"         "請"       "改善"       "貼圖" 
##            d           ad            n            x            v 
##         "都"       "突然"       "消失"       "要重"       "下載" 
##            n            d            d            n            x 
##       "好友"         "也"         "都"       "消失"       "閃退" 
##          nrt            d            v            x           zg 
##       "拜託"       "趕快"       "改善"       "閃退"         "啊" 
##            d           zg            v            n            d 
##       "真的"         "很"       "誇張"       "垃圾"         "都" 
##            d           vn            n            n            n 
##         "不"       "自動"       "備份"       "對話"       "記錄" 
##           zg            x            v            v            n 
##         "為"       "何要"       "傳送"       "位置"       "訊息" 
##           uj            n            n            v            v 
##         "的"       "地圖"       "無法"       "顯示"         "要" 
##           zg           zg            t            v            v 
##         "爛"         "爛"       "現在"       "不能"       "下載" 
##            n            n           ul            y            n 
##       "網路"       "主題"         "了"         "嗎"       "主頁" 
##            n            d            v            n            v 
##       "照片"         "都"       "不能"         "傳"       "改善" 
##            a            y            v            v            n 
##         "好"         "嗎"         "聽"       "不到"       "錄音" 
##            n            d            v            n           zg 
##         "檔"         "也"     "看不到"       "影片"         "啊" 
##            v            a            n          eng            v 
##       "增加"         "新"       "功能"       "LINE"       "可否" 
##            v            n            n            n            n 
##       "增加"   "通話錄音"         "鍵"       "功能"       "重裝" 
##            f            n            v            n            f 
##         "後"       "無法"       "執行"       "重裝"         "後" 
##            n            v            n            d           ad 
##       "無法"       "執行"       "真差"       "剛剛"       "突然" 
##            v            p           ul            x            d 
##       "不能"         "用"         "了"     "連開啟"         "都" 
##            n            x            a          eng            x 
##       "無法"       "開啟"         "舊"         "ac"       "登入" 
##            r            v            v            n            r 
##         "吾"         "到"       "爛死"       "圖片"         "我" 
##            v            r           uj            n            n 
##         "看"       "別人"         "的"       "動態"       "圖片" 
##            d            n            v            n           uj 
##       "遲遲"       "無法"       "顯示"       "兔子"         "的" 
##            n            d            v            d            v 
##       "主題"       "一直"       "跑掉"       "一直"         "要" 
##           zg            a            v            v           ul 
##         "從"         "新"       "下載"         "隔"         "了" 
##            x            m            d            d           ul 
##          "2"         "年"         "又"       "更新"         "了" 
##            r            d            v            v           uj 
##         "我"         "也"         "是"       "笑笑"         "的" 
##          eng          eng            v            c            v 
##       "Very"       "good"       "希望"       "可以"       "增加" 
##            v            n           uj            n            n 
##       "上傳"       "歌曲"         "的"       "功能"       "語音" 
##            n            d            a            v            d 
##       "訊息"       "真的"       "很爛"       "通知"       "遲緩" 
##            v            v            r            v            v 
##       "希望"       "移除"         "我"       "可能"       "認識" 
##           uj            n            c            v           uj 
##         "的"         "人"       "但是"       "提醒"         "的" 
##            n            v           ul           zg            x 
##       "聲音"       "不見"         "了"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E64>" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>" 
##            x           zg            x            x            x 
##   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>" 
##            x            x            n            n            v 
##   "<U+613C>"   "<U+3E64>"       "手機"       "型號"         "是" 
##          eng          eng            n            n            v 
##         "lg"         "g4"       "相簿"       "傻眼"         "沒" 
##            n            v            n            v            n 
##       "辦法"       "上傳"       "照片"         "到"       "相簿" 
##            v            r            d            v            v 
##         "是"       "怎樣"       "一直"         "跳"       "出來" 
##            n            d           zg            r            v 
##       "無法"       "更新"         "為"       "什麼"         "要" 
##            x            v            d            n            v 
##       "我點"       "進去"         "才"       "會會"         "有" 
##            v           uj            n            v            v 
##       "提醒"         "的"       "聲音"         "會"       "下雪" 
##            a            n            n            v            n 
##       "很酷"       "相簿"       "無法"       "上傳"       "照片" 
##            d            f            n            l            d 
##       "更新"         "後"       "無法"     "打電話"       "到底" 
##            r            p            r            n          eng 
##       "怎麼"         "用"       "別人"         "傳"       "line" 
##            v            v            d            v            n 
##       "提示"         "跳"         "不"       "出來"       "訊息" 
##           zg            v            n            m           ul 
##         "來"         "沒"       "聲音"       "很久"         "了" 
##           zg            v            n           nr           zg 
##         "請"       "改善"       "主題"     "越改越"         "爛" 
##            r           uj            n            d            n 
##         "我"         "的"       "主題"         "又"       "無法" 
##            v           ul            n            d            v 
##       "使用"         "了"       "無法"       "正常"       "執行" 
##          eng          eng            d            d            d 
##        "HTC"         "m8"       "更新"         "不"       "更新" 
##            d            v            v            d            f 
##         "都"       "不能"         "開"       "更新"         "後" 
##            n            v            n            l            n 
##       "無法"       "進去"       "程式"     "怎麼辦"       "主題" 
##           zg            r            v            n            r 
##         "為"       "什麼"       "不能"       "套用"       "別的" 
##            n            n            d            v            p 
##       "程式"       "主題"       "一直"       "不能"         "用" 
##            n            d            f            c            r 
##       "主題"       "更新"         "後"       "還是"       "一樣" 
##            v           zg            n            e           zg 
##       "不能"         "換"       "主題"         "誒"         "爛" 
##            a            v            d            d            d 
##         "早"       "知道"         "就"         "不"       "更新" 
##            d            v            n            n            n 
##       "更新"         "完"       "主題"       "無法"       "套用" 
##          eng          eng            n            m            x 
##       "Free"       "coin"       "頁面"         "第"          "3" 
##            q            v            v            v            a 
##         "次"     "進不了"       "煩請"       "跟進"       "不錯" 
##            c           vn            n           df            d 
##     "只不過"       "免費"       "代幣"       "不要"         "太" 
##            n            d            f            m            n 
##       "小氣"       "更新"         "後"       "很多"       "主題" 
##            d            v            n            d            d 
##         "都"       "不能"       "套用"       "一直"         "都" 
##            c            v            r           nr            p 
##       "可以"         "讓"         "我"   "覺得很有"         "用" 
##            a            v            v            x            n 
##       "方便"       "貼圖"       "可愛"     "但太多"       "廣告" 
##            x            v            r            f            d 
##       "閃退"         "是"       "怎樣"       "最近"         "常" 
##            r            x            n            r           vn 
##       "這樣"       "登入"       "問題"       "怎麼"       "測試" 
##           nz            n            x           ul            y 
##       "換機"       "無法"       "登入"         "了"         "呢" 
##            t            d            d           uj            y 
##       "晚上"         "還"       "好好"         "的"         "呀" 
##            n            v           zg            v            n 
##       "主題"       "不能"         "換"       "不能"       "套用" 
##           nz            m            q           ul            v 
##   "重新安裝"         "10"         "次"         "了"       "改善" 
##            x          eng          eng          eng          eng 
##       "好嗎"        "the"      "whole"      "theme"         "is" 
##          eng          eng          eng          eng          eng 
##      "stuck"         "on"        "the"     "stupid"   "original" 
##          eng            d            d            a            n 
##       "page"       "非常"       "非常"         "好"       "代幣" 
##            p            m            x            v           ul 
##         "給"   "多一點點"       "為何"       "下載"         "了" 
##            n            v            p            d           ad 
##       "主題"       "不能"         "用"         "還"       "直接" 
##            v            d            f            v           ul 
##       "跳出"       "更新"         "後"     "進不去"         "了" 
##           zg            v            v            f            v 
##         "請"       "改善"       "提醒"       "之前"         "設" 
##            v            v           uj            d            f 
##       "關閉"       "提醒"         "的"       "更新"         "後" 
##            n            d            v            v            v 
##       "全部"         "都"         "會"         "跳"       "出來" 
##            n            r            d            v            d 
##       "垃圾"       "怎樣"         "都"         "找"         "不" 
##            v            n            d            x           zg 
##         "回"       "賬戶"       "一直"       "閃退"         "為" 
##            r            d            x            d            v 
##       "什麼"       "更新"       "完會"       "一直"       "跳出" 
##            n            v            n            n            n 
##       "訊息"       "提醒"       "功能"       "精簡"       "模式" 
##            n            v            v            c            p 
##       "無法"       "使用"       "增加"       "如果"         "在" 
##            v            n            n            n            c 
##       "增加"       "全部"       "紀錄"       "儲存"         "和" 
##            n            r            d            d           ul 
##       "上線"         "那"         "就"       "更好"         "了" 
##          eng          eng            v           vn            x 
##         "M8"         "M8"       "停止"       "運作"       "連開" 
##            d            v            n            v           zg 
##         "都"         "沒"       "辦法"         "開"         "請" 
##            v            n            v            n            v 
##       "增加"       "指紋"         "解"       "密碼"       "鎖定" 
##           zg            v            n            v            n 
##         "請"       "增加"       "指紋"         "解"       "密碼" 
##            v            v            a            m            r 
##       "鎖定"         "會"       "方便"       "很多"       "有時" 
##            v            j            v            v            n 
##         "無"         "法"       "點閱"         "開"       "影片" 
##            v            r            d            d           ad 
##       "把握"       "此刻"       "最快"         "最"       "直接" 
##            x            n           zg            r            x 
##       "耀升"       "時光"         "為"       "什麼"       "我要" 
##            p            n            v           zg            r 
##         "用"   "電話號碼"       "登錄"         "為"       "什麼" 
##            x            d            v            v            n 
##         "豋"         "不"       "進去"       "忘記"       "密碼" 
##            d            n            d            v            n 
##         "都"       "郵件"         "都"     "傳不到"       "信箱" 
##            d            f            d            v            n 
##       "更新"         "後"         "就"         "沒"       "辦法" 
##            n            n           zg            x            x 
##       "套用"       "主題"   "<U+653C>"   "<U+3E64>"   "<U+613C>" 
##            x            x            x           zg            x 
##   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x            v 
##   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E30>"     "收不到" 
##            n            l            d            z            n 
##       "訊息"     "打電話"         "也"     "怪怪的"       "影片" 
##            v            v            n            v            v 
##       "不能"         "看"       "影片"       "說錯"         "誤" 
##            n            x           zg            r           zg 
##       "無法"       "開啟"         "為"       "什麼"         "為" 
##            r            v            v            r            n 
##       "什麼"         "會"       "出現"       "這個"   "電話號碼" 
##            d           ad           nr            n            d 
##         "不"       "正確"       "封鎖"       "功能"         "不" 
##            v           nr           uj            n            p 
##       "希望"       "封鎖"         "的"         "人"         "在" 
##            v            r            n           uj           ns 
##       "看到"         "我"       "投稿"         "的"       "東西" 
##           nr            v            v            v            n 
##         "賴"       "提醒"       "希望"       "提醒"         "聲" 
##            c            p            r           uj            n 
##       "可以"         "用"       "自己"         "的"       "聲音" 
##            d            v            r           zg            r 
##         "不"       "知道"       "怎麼"         "說"         "我" 
##          eng            v          eng            m           ul 
##         "m9"     "打不開"       "line"       "很久"         "了" 
##            d            x            d            d            r 
##       "一直"       "閃退"       "更新"         "也"       "一樣" 
##           zg           nz            f            n            x 
##         "噗"   "重新安裝"         "後"       "無法"       "開啟" 
##            d            v            n            d            x 
##       "一直"       "顯示"       "無法"       "正常"       "開啟" 
##           zg            r            n            v            v 
##         "為"       "什麼"       "通話"         "會"         "有" 
##            n            n            n          eng          eng 
##       "電流"         "聲"       "手機"         "LG"         "G4" 
##            v            n            n            v            c 
##       "希望"       "語音"       "通話"       "來電"       "可以" 
##            v           vn            n            v            n 
##       "增加"       "震動"       "功能"       "希望"       "語音" 
##            n            v            c            v           vn 
##       "通話"       "來電"       "可以"       "增加"       "震動" 
##            n            n            x            v            f 
##       "功能"       "無法"       "登入"       "刪掉"         "後" 
##            a            v            d            n            x 
##       "重新"       "下載"         "卻"       "無法"       "登入" 
##            v            v            v            x            c 
##       "強制"       "關閉"       "不能"       "讀賴"         "和" 
##            x            l            v           zg            n 
##       "回賴"     "怎麼辦"       "不能"         "換"       "主題" 
##            c            v            x            x           uj 
##       "而且"       "希望"       "有熊"       "抱哥"         "的" 
##            n            l           zg            r            l 
##       "主題"     "打電話"         "為"       "什麼"     "打電話" 
##            v            v            n            n            c 
##         "聽"       "不到"       "對方"       "聲音"         "但" 
##            n            v           uj            v            d 
##       "對方"         "聽"         "的"         "到"       "一直" 
##            v            v            v            x           zg 
##     "打不開"         "是"         "安"       "怎啦"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>" 
##            x           zg            x            x            x 
##   "<U+3E31>"   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>" 
##            x            x           zg            x            x 
##   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>" 
##            x            x            x           zg            n 
##   "<U+3E38>"   "<U+613C>"   "<U+3E31>"         "爛"       "廣告" 
##            n            n            v            m            v 
##       "動態"       "消息"       "出現"     "一大堆"       "莫名" 
##            a           uj            n            n            v 
##       "奇妙"         "的"       "廣告"       "無故"       "登出" 
##            n            p            v            n            a 
##       "無故"         "被"       "登出"       "資料"         "全" 
##            v           nz           ul            n            n 
##       "不見"       "爛透"         "了"   "手機號碼"       "無法" 
##            v            n           uj          eng            i 
##       "綁定"       "手機"         "的"       "line"   "根本無法" 
##            x            d            x            v            v 
##       "登入"       "更新"       "完跳"         "到"       "註冊" 
##           uj            x           zg            x            x 
##         "的"       "第方"   "<U+653C>"   "<U+3E64>"   "<U+613C>" 
##            x            x            x           zg            x 
##   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x            d 
##   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E31>"       "更新" 
##            f            f           uj            n            c 
##       "以後"       "之前"         "的"       "帳號"         "和" 
##            n            v            v            t          eng 
##       "密碼"       "不能"       "進入"       "如下"       "line" 
##            n            x           zg            d            v 
##       "無法"       "開啟"         "請"       "儘快"       "修復" 
##           vn            n            n            x            v 
##       "免費"       "代幣"       "頁面"       "常開"       "不了" 
##           zg            r           ad            v            d 
##         "為"       "什麼"       "突然"     "打不開"       "一直" 
##            v           vn           zg            r            n 
##       "停止"       "運作"         "為"       "什麼"       "無法" 
##            v            v            v            n            d 
##       "執行"       "安裝"         "完"       "無法"       "正常" 
##            v            d            d           vn            v 
##       "執行"       "一直"       "不斷"       "重試"       "提醒" 
##            t            v            v            c            v 
##       "明明"       "關閉"       "提醒"       "還是"         "會" 
##            d            v            v            n            v 
##       "一直"         "跳"       "出來"       "無法"       "註冊" 
##            p            n            d            v            a 
##         "用"   "手機號碼"       "一直"       "出現"       "無效" 
##            n            n            c            n            d 
##       "號碼"       "通話"         "和"       "視訊"         "都" 
##           zg            a            d            v            n 
##         "很"       "不穩"       "一直"         "斷"       "通話" 
##            c            n            d           zg            a 
##         "和"       "視訊"         "都"         "很"       "不穩" 
##            d            v            v            t            c 
##       "一直"         "斷"         "到"       "現在"       "還是" 
##            v            v            d            v            x 
##       "不能"         "登"       "一直"       "不能"       "登是" 
##            r            r            p            a            x 
##       "怎樣"       "如何"         "在"       "不同"         "隻" 
##            n            x            d            r            x 
##       "電話"       "使元"       "原先"         "那"         "隻" 
##            n           uj            n            n            v 
##       "手機"         "的"       "帳號"       "訊息"       "延遲" 
##            n            v            v            v          eng 
##       "訊息"       "延遲"       "需要"       "進入"        "app" 
##            d            c            v            d            l 
##         "才"       "可以"       "收到"       "到底"     "他媽的" 
##           zg            r            v            v           df 
##         "為"       "什麼"     "打不開"         "要"       "不要" 
##            v            v            v           zg            m 
##       "改善"         "拖"       "拖拖"         "爛"       "一下" 
##            a            m            a            d            x 
##         "好"       "一下"         "壞"         "都"       "不給" 
##            v            v            n            n            m 
##       "換頭"         "貼"       "手機"       "版本"        "6.0" 
##          eng            n            v            n            x 
##       "line"       "無法"       "存取"       "照片"       "超好" 
##            p           uj            n            c           vn 
##         "用"         "的"       "短信"         "和"       "免費" 
##            n            d           zg            a            n 
##       "通話"         "都"         "很"         "好"       "無法" 
##            u            n            r           uj           zg 
##         "等"         "人"         "我"         "的"         "為" 
##            r            x            r            d           zg 
##       "什麼"       "登入"         "他"         "都"         "說" 
##            n            v            n           vn            n 
##       "無法"       "執行"       "好友"       "自動"       "消失" 
##            m            n           vn            n            v 
##       "很多"       "好友"       "自動"       "消失"       "不見" 
##            v            n            d            x          eng 
##         "害"       "對方"       "一直"       "在問"         "M8" 
##            l            v           vn            v            v 
##     "忽然間"       "不能"       "運作"         "求"       "幫忙" 
##           zg            v            r            d            v 
##         "爛"         "會"       "自己"         "亂"       "傳送" 
##            n            v            r           ad            n 
##       "訊息"       "出去"         "我"       "完全"       "無法" 
##            v            n            d            n            v 
##       "認證"       "電話"         "也"       "無法"       "認證" 
##            x           vg            y            a            v 
##       "臉書"         "睇"         "唔"         "明"       "點解" 
##            v           nz            d            v           nz 
##         "有"       "中文"         "又"         "有"       "英文" 
##            q            v            v           nz            n 
##         "家"       "沒有"       "匯入"       "聊天"       "備份" 
##           uj            n            n           ul            d 
##         "的"       "選項"       "備份"         "了"         "卻" 
##            n            v            n            v            v 
##       "無法"       "匯入"       "主題"       "下載"         "完" 
##            n            v            d            x            n 
##       "主題"         "包"         "就"       "不給"       "套用" 
##           zg            r            d            x            n 
##         "為"       "什麼"       "常常"       "開啟"       "訊息" 
##            v            v            v            n            n 
##         "會"         "跳"         "回"       "歷史"       "訊息" 
##          eng            a            d            v            d 
##       "Line"       "方便"         "又"       "實用"       "一定" 
##            v            v          eng            v            x 
##         "要"       "下載"      "Note3"       "不能"       "轉傳" 
##            v            v            n            v            v 
##       "不能"         "聽"       "錄音"       "不能"         "看" 
##            n            n            v           ul            p 
##       "影片"       "問題"       "排除"         "了"         "在" 
##            m            m            m            t            m 
##       "2016"         "02"         "12"       "晚上"         "11" 
##            m           ad            v            v           ul 
##         "30"       "完全"         "可"       "登錄"         "了" 
##            n            x           zg            d            v 
##       "無法"       "登入"         "請"       "快點"         "讓" 
##            r            x            d            n            x 
##         "我"       "登入"       "一直"       "無法"       "登入" 
##            n            v          eng          eng            n 
##       "無法"       "找到"       "word"        "PDF"       "檔案" 
##            v           uj            n            n            x 
##         "存"         "的"       "地方"       "無法"       "登入" 
##            a            v            a            n            v 
##       "重新"       "申辦"         "新"       "帳號"       "輸入" 
##            n            a          eng           uj            v 
##       "電話"       "無效"         "M8"         "的"       "提示" 
##            v            v           zg            v           nr 
##         "會"       "延遲"         "請"         "做"       "修正" 
##            d            f            v            v            v 
##       "更新"         "後"     "看不到"       "不會"       "顯示" 
##           zg            x            n           zg            x 
##         "誰"     "傳的賴"       "代幣"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E32>"   "<U+623C>"   "<U+3E30>" 
##           zg            r            r           uj            n 
##         "為"       "什麼"         "我"         "的"       "代幣" 
##            v            d            n           zg            x 
##         "會"       "忽然"       "消失"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E64>" 
##            n            n            n            d            p 
##       "廣告"       "垃圾"       "軟體"       "終於"         "在" 
##            n            x            n           ul            n 
##       "訊息"       "列加"       "廣告"         "了"       "垃圾" 
##            f            d            v            n            d 
##       "最近"         "都"         "沒"       "辦法"       "更新" 
##            v            v            m            d           zg 
##         "跑"         "到"       "一半"         "又"         "從" 
##            v            d            f            n            x 
##         "跑"       "更新"         "後"       "無法"       "登入" 
##           zg            d            v          eng            n 
##         "請"       "儘早"       "修復"       "Keep"       "功能" 
##            a            n            n            n            a 
##       "不錯"       "照片"       "部分"       "有點"         "慢" 
##            r           zg            a           zg            r 
##       "其他"         "很"         "好"         "為"       "什麼" 
##           zg            n            v            n           zg 
##         "講"     "電話會"         "有"       "回音"         "請" 
##            v           nr           zg            r            d 
##       "改善"       "謝謝"         "為"         "啥"         "不" 
##            v            r            v            n            v 
##       "通知"         "我"         "沒"       "聲音"         "是" 
##            r            v            m            r           uj 
##       "怎樣"       "請問"       "一下"         "我"         "的" 
##            n            d            v            n            v 
##       "影片"         "都"         "沒"       "辦法"         "看" 
##            d            v            v            n            v 
##         "都"         "會"       "顯示"       "錯誤"       "不明" 
##          eng          eng            x            v            n 
##       "Sony"         "z3"     "會卡頓"       "打字"       "時會" 
##            x            d            v           zg            r 
##       "卡頓"       "快點"       "改善"         "為"       "什麼" 
##            v            v            b           nz           uj 
##       "不能"         "關"       "單一"     "聊天室"         "的" 
##            n            v           ul            v            v 
##       "靜音"       "爛死"         "了"         "幹"       "爛死" 
##           ul            v            n            x            v 
##         "了"         "靠"       "廣告"         "ㄧ"         "堆" 
##            v            r            d            v            v 
##         "是"       "怎樣"         "又"       "沒法"         "刪" 
##            d            b            v            n            d 
##         "不"       "主動"       "提示"       "訊息"       "一定" 
##            n            x            v           uj            v 
##       "要點"       "開才"         "看"         "的"         "到" 
##            x            v            v           zg            a 
##       "點開"         "要"         "滑"         "很"         "久" 
##            d            v           uj            v            a 
##         "才"         "看"         "的"         "到"         "新" 
##            n          eng          eng            d            f 
##       "訊息"        "HTC"         "A9"       "更新"         "後" 
##            n            n            d            v           ul 
##       "對話"       "內容"         "都"       "不見"         "了" 
##            v            v            v            p            x 
##       "求解"         "修"         "能"         "在"       "群組" 
##            c            b           uj           nz            v 
##         "或"       "單一"         "的"     "聊天室"       "設定" 
##            n            y            n            v            v 
##       "標籤"         "嗎"       "代幣"     "打不開"       "請問" 
##            d            c            r            v            d 
##       "到底"       "可以"       "如何"       "處理"       "一直" 
##            n            x            v            n            y 
##       "無法"       "登入"         "能"     "幫幫我"         "嗎" 
##            v            n          eng           uj            v 
##       "請問"       "大家"       "LINE"         "的"         "加" 
##            n            v            v            n            v 
##       "好友"       "不會"         "改"       "時間"       "分享" 
##            v            n          eng            m            n 
##     "收不到"       "訊息"    "Android"        "5.1"       "無法" 
##          eng           vn            x            x            d 
##       "line"       "自動"       "開啟"       "開啟"         "只" 
##            v            m            q           zg            d 
##       "維持"         "10"       "分鐘"         "爛"       "更新" 
##            f            n            c            d            v 
##       "以後"       "訊息"       "還是"       "一直"         "跑" 
##            v            f            n            n           zg 
##         "到"       "以前"       "記錄"       "訊息"         "來" 
##            l            v            v            v            c 
##     "很久沒"         "有"       "收到"       "通知"       "不然" 
##            d            v            v            n            v 
##       "就是"         "有"       "通知"       "訊息"         "跳" 
##            d            v           zg            x            x 
##         "不"       "出來"   "<U+653C>"   "<U+3E64>"   "<U+613C>" 
##            x            x            x           zg            x 
##   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+623C>"   "<U+3E38>"   "<U+393C>"   "<U+3E30>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>" 
##           zg            x            x            x            x 
##   "<U+653C>"   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+393C>" 
##            x           zg            x            x            x 
##   "<U+3E30>"   "<U+653C>"   "<U+3E64>"   "<U+613C>"   "<U+3E30>" 
##            x            x           zg            x            x 
##   "<U+623C>"   "<U+3E64>"   "<U+653C>"   "<U+3E64>"   "<U+623C>" 
##            x            x            x            n            v 
##   "<U+3E38>"   "<U+393C>"   "<U+3E30>"       "建議"       "新增" 
##            x            c            v            v           zg 
##       "群組"       "可以"       "查看"         "有"         "誰" 
##            x            r           uj            n           zg 
##       "已讀"         "我"         "的"       "系統"         "為" 
##            r            d            f            r           uj 
##       "什麼"       "更新"         "後"         "我"         "的" 
##            n            v            p            d            v 
##       "主題"       "不能"         "用"       "一直"         "叫" 
##            r            a            v            v            v 
##         "我"       "重新"       "下載"       "貼圖"         "靠" 
##            n           zg            r            v            n 
##         "腰"         "為"       "什麼"       "不能"       "套用" 
##            r            p            x           uj            n 
##       "別人"         "自"         "製"         "的"       "主題" 
##           nz            d            v            v            v 
##     "聊天室"       "常常"       "打開"         "跑"         "到" 
##            l            f           uj            n            x 
##   "一段時間"       "以前"         "的"       "訊息"       "為何" 
##            r            d            n            v            d 
##         "我"         "都"       "要點"       "進去"         "才" 
##            v            v            v            v            n 
##         "可"       "收到"       "通知"       "沒有"       "聲音" 
##            x            n            n            v            v 
##       "開啟"       "視訊"       "對方"         "聽"       "不到" 
##            r           uj            n           zg            x 
##         "我"         "的"       "聲音"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+613C>"   "<U+3E30>" 
##            d            v            f            n            m 
##       "更新"         "完"         "後"       "問題"       "一堆" 
##            n            v            a            d            v 
##       "訊息"         "跑"       "太慢"         "都"       "沒有" 
##            v           nz            x            t            v 
##       "通知"       "換機"     "登不上"       "現在"       "換手" 
##            x            x           zg            v            v 
##       "機都"     "登不上"         "請"       "幫忙"       "處理" 
##           zg            r            r           uj           vn 
##         "為"       "什麼"         "我"         "的"       "免費" 
##            n            c            v            x          eng 
##       "代幣"       "總是"     "收不到"       "閃退"         "M8" 
##           ad            v            x            n            x 
##       "突然"       "出現"       "閃退"       "無法"       "開啟" 
##            m            x            x            d            f 
##       "一開"       "啟就"       "閃退"       "更新"         "後" 
##          eng          eng            n            v            d 
##        "HTC"         "M8"       "無法"       "使用"       "真的" 
##            x            d            f          eng          eng 
##       "非爛"       "更新"         "後"        "HTC"         "M8" 
##            n            v            d            x            n 
##       "無法"       "使用"       "真的"       "非爛"       "交友" 
##           zg            a           ns            v            a 
##         "很"       "方便"       "讚美"       "開心"       "無聊" 
##            d            d            n            j            v 
##       "一直"       "更新"       "幹嘛"         "阿"     "有沒有" 
##            v            v            r            n            n 
##       "考慮"         "到"         "任"       "人家"       "容量" 
##            v            m            c            v            j 
##         "有"       "多少"       "可以"       "下載"         "阿" 
##            c            d            x            n            x 
##       "無言"       "一直"       "閃退"       "無法"       "開啟" 
##            a            v            n            a            n 
##         "快"       "想想"       "辦法"       "無效"       "號碼" 
##            d            v            n            a            n 
##       "一直"       "顯示"   "手機號碼"       "無效"       "無法" 
##            x            n            a           ul            n 
##       "登入"       "主題"         "壞"         "了"       "無法" 
##            n            n            d            v            y 
##       "套用"       "主題"       "儘快"       "處理"         "吧" 
##           zg            r            x            n            c 
##         "為"       "什麼"       "賴的"       "主題"       "還是" 
##            v            p            r            a            x 
##       "不能"         "用"       "別的"       "很爛"         "ㄟ" 
##            x            x            x            v            x 
##       "紅米"       "閃退"     "紅米會"         "閃"       "退麻" 
##            v            v          eng          eng            d 
##       "煩請"       "改善"        "HTC"         "M8"       "一直" 
##            v            v           vn           nr            n 
##         "跳"       "停止"       "運作"         "耶"       "聲音" 
##            v            v            n          eng          eng 
##       "貼圖"         "沒"       "聲音"        "HTC"  "butterfly" 
##            x            d            v            b           ul 
##          "2"       "更新"         "到"     "最新版"         "了" 
##            c            v            n            n            d 
##       "還是"         "沒"       "聲音"       "主題"       "更新" 
##            v            f            n            d            v 
##         "完"       "之後"       "主題"         "都"       "不能" 
##           zg           zg            n           uj            n 
##         "換"         "換"       "主題"         "的"       "程式" 
##            d            v            d            d            v 
##         "也"         "有"       "更新"         "也"       "不能" 
##           zg            v            n            r          eng 
##         "換"       "尋回"       "帳戶"         "我"       "LIEN" 
##            v            n            v            d            v 
##       "不見"       "電話"       "驗證"         "也"       "不行" 
##            x           zg            r            v            a 
##       "跳掉"         "請"         "該"         "善"         "好" 
##            y            d            v            r           uj 
##         "嗎"       "更新"         "完"         "我"         "的" 
##            n           ad            v            p           zg 
##       "主題"       "完全"       "不能"         "用"         "請" 
##            v           nz            n           nr            v 
##       "新增"     "七龍珠"       "主題"       "謝謝"       "新增" 
##            m            a            n            y            v 
##       "一些"         "新"       "功能"         "吧"       "希望" 
##            v            b            v            x            n 
##       "新增"       "在線"       "顯示"       "傳歌"       "功能" 
##            n            d            t            c            n 
##       "視訊"       "更新"       "過後"       "反而"       "視訊" 
##            d            x           ul           zg            d 
##         "也"       "邊當"         "了"         "爛"       "更新" 
##            f            v            n            v            n 
##         "後"         "看"       "影片"         "聽"       "音樂" 
##            d            v            n            v            r 
##         "都"         "會"       "斷線"         "幹"         "你" 
##            n            v            r            n           zg 
##         "娘"         "幹"         "你"         "娘"         "這" 
##            n            n            y            m            x 
##       "程式"       "太棒"         "啦"        "820"          "s" 
##            d            x            a           zg            x 
##       "一直"       "跳掉"       "很煩"   "<U+653C>"   "<U+3E64>" 
##            x            x            x            x           zg 
##   "<U+613C>"   "<U+3E30>"   "<U+623C>"   "<U+3E64>"   "<U+653C>" 
##            x            x            x            x            x 
##   "<U+3E64>"   "<U+623C>"   "<U+3E38>"   "<U+393C>"   "<U+3E32>" 
##           zg            v            n            n           uj 
##         "請"       "改善"       "對方"         "傳"         "的" 
##            n            d            v            d            v 
##   "表情符號"         "都"       "顯示"         "不"       "出來" 
##           zg            r           vn           nr            v 
##         "爛"       "你們"       "旅遊"       "大亨"     "打不開" 
##            v            r            m            v            n 
##       "請教"         "我"       "一下"       "新增"       "功能" 
##            n           vn            c            x            n 
##       "好友"       "分組"       "可以"       "多新"       "功能" 
##            v            n           vn            y           zg 
##         "讓"       "好友"       "分組"         "嘛"         "為" 
##            r            d            v            v            v 
##       "什麼"         "都"         "要"       "等到"       "打開" 
##            f            d            v            v            v 
##         "後"         "才"         "會"         "跑"         "出" 
##            v            v            a            v           ul 
##       "提醒"       "貼圖"         "小"       "鋪開"         "了" 
##            v            x           zg            x            v 
##         "會"       "閃退"         "請"       "盡快"       "改善" 
##            x            x            e            v            m 
##       "閃退"       "閃退"         "誒"       "進去"       "一下" 
##            d            v            x            v            x 
##         "又"       "退出"       "煩煩"       "要用"       "臉書" 
##            v            v            n            v            n 
##       "認證"         "沒"       "辦法"         "沒"       "辦法" 
##            a            v            t            v            d 
##       "重新"       "認證"       "明明"         "是"       "最新" 
##            n            d            n            p           vn 
##       "版本"         "卻"       "無法"         "用"       "免費" 
##            n            r           uj            a           nz 
##       "代幣"         "我"         "的"         "小"     "美人魚" 
##            d            r           zg            n            n 
##       "更新"       "怎麼"         "變"     "土撥鼠"       "主題" 
##           zg            n            v            d            v 
##         "啊"       "訊息"         "跳"         "不"       "出來" 
##            r            n          eng            n            v 
##       "別人"         "傳"       "line"       "訊息"         "跳" 
##            d            v            n          eng            d 
##         "不"       "出來"       "要點"       "line"         "才" 
##            v            v            n            c            d 
##         "會"       "跳出"       "訊息"       "可以"         "再" 
##            d            d            v            v            x 
##       "更好"         "也"       "希望"         "有"       "傳歌" 
##            n            d            f            v           zg 
##       "功能"       "更新"         "後"     "進不去"         "請" 
##            a            v           nr            d            v 
##         "快"       "改善"       "謝謝"       "一直"     "進不去" 
##            a            m           ul            m            n 
##       "很棒"         "多"         "了"       "很多"       "功能" 
##           zg            a            p            v            x 
##         "很"         "好"         "用"       "希望"       "群組" 
##            n            c            v            m            n 
##       "人數"       "可以"       "提升"        "200"         "人" 
##            v            p            x            v            d 
##       "不夠"         "用"       "閃退"         "到"         "都" 
##            a            v            v           ul            d 
##         "快"         "飆"         "罵"         "了"       "一直" 
##            d            x            f            n            n 
##       "一直"       "閃退"       "最近"       "照片"       "圖片" 
##            d            n            m            v           zg 
##         "都"       "無法"       "一次"       "傳送"         "請" 
##            v            d            v            n            v 
##       "改進"       "常常"         "沒"       "辦法"       "上傳" 
##            n            v            n            n            n 
##       "照片"         "到"       "相簿"       "如題"       "訊息" 
##            d            n            d            v            v 
##       "常常"         "傳"         "不"       "出去"         "讓" 
##            n           zg            v            v            d 
##         "人"         "很"       "抓狂"         "登"         "不" 
##            v           zg           nz            n            n 
##       "進去"         "啊"       "換機"       "密碼"       "神馬" 
##           ns           uj            d            v           ul 
##       "東東"         "的"         "都"       "輸入"         "了" 
##            d            v            d            v            n 
##       "就是"         "登"         "不"       "進去"       "訊息" 
##            v            d            d            n            v 
##       "收發"         "不"       "正常"       "訊息"       "提醒" 
##            v            d            v            v            n 
##       "不會"       "正常"         "跳"       "出來"       "視訊" 
##            n            n            d            x           zg 
##       "視訊"       "畫面"       "一直"       "當機"         "請" 
##            v            n            n            n            n 
##       "改善"       "影片"       "時間"       "影片"       "時間" 
##            n           ul            v            n            v 
##       "太短"         "了"         "沒"       "辦法"       "傳送" 
##            n            x            d            m            q 
##       "無法"       "開啟"       "已經"       "很多"         "天" 
##           ul            d            v            d            v 
##         "了"       "一直"       "回報"         "也"       "沒用" 
##            d            v            c            v            v 
##         "真"       "希望"       "可以"       "不用"       "限制" 
##            n            n           uj            n            c 
##         "傳"       "影片"         "的"       "容量"         "或" 
##            n            a           zg            r            m 
##       "時間"       "很爛"         "為"       "什麼"       "一只" 
##           zg            r           uj            n            a 
##         "說"         "我"         "的"   "電話號碼"       "無效" 
##           zg            x            n           ul            v 
##         "為"       "什加"       "朋友"         "了"         "沒" 
##            n            v            r            n            d 
##       "辦法"         "邀"         "他"     "玩遊戲"         "都" 
##            v            m            n            n            n 
##         "是"       "一些"       "垃圾"       "廣告"       "垃圾" 
##            n            v            n            v            v 
##         "人"       "拒絕"       "廣告"         "聽"       "不到" 
##            n            n            v            n            v 
##       "語音"       "訊息"       "還有"       "影片"       "不能" 
##            v            v            x            v            d 
##         "看"       "關閉"       "群組"       "提醒"         "卻" 
##            x            v            n            v            v 
##       "還跳"       "通知"       "如題"       "提醒"       "延遲" 
##            n            d            v            v            v 
##       "訊息"         "都"       "不會"       "顯示"       "出來" 
##            v            v           zg            r            v 
##       "請求"       "改善"         "為"       "什麼"       "不能" 
##            v            l            n            f            d 
##         "開"       "沒電"       "關機"         "後"         "就" 
##            x          eng            x            x            n 
##       "全空"         "M8"       "安卓"          "6"       "無法" 
##            x           ul            d            v           vn 
##       "開啟"         "了"       "一直"       "停止"       "運作" 
##          eng            v            v            n            a 
##       "Line"       "貼圖"     "打不開"       "網路"         "佳" 
##            c            d            v            x            v 
##         "但"         "不"       "知道"       "為何"     "打不開" 
##          eng            x            d            f           vn 
##       "Line"       "為何"       "更新"         "後"       "免費" 
##            n            n            x           zg            v 
##       "代幣"       "無法"       "開啟"         "請"       "改善" 
##            r            f            d            v            v 
##       "怎麼"       "最近"         "都"         "會"       "出現" 
##            n            v            n            v            j 
##       "話筒"       "出錯"       "無法"       "接聽"         "阿" 
##            c            v            a            n            v 
##       "可以"       "增加"         "新"       "功能"       "希望" 
##            v            v            n            n            v 
##       "能夠"       "刪掉"       "封面"       "相片"       "使用" 
##          eng          eng            p          eng            m 
##        "HTC"         "M8"         "在"    "Android"        "6.0" 
##            n            v            d            x            r 
##       "無法"       "使用"       "一直"       "閃退"         "我" 
##           uj          eng            v            n            v 
##         "的"       "line"     "看不到"       "朋友"       "發來" 
##           uj          eng            r           uj          eng 
##         "的"      "emoji"         "我"         "的"       "line" 
##            v            n            v           uj          eng 
##     "看不到"       "朋友"       "發來"         "的"      "emoji" 
##           zg            c           df            p            x 
##         "煩"       "可以"       "不要"         "在"       "閃退" 
##           ul            y           nr            v            v 
##         "了"         "嗎"         "麻"       "煩請"       "改善" 
##            m           zg            r            x            n 
##       "一下"         "為"       "什麼"       "為何"       "訊息" 
##            v            d            v            v            v 
##       "進來"         "都"       "不會"       "出現"       "通知" 
##            c            n            n            n            v 
##         "和"       "聲音"       "相簿"       "無法"       "新增" 
##            n            n          eng          eng          eng 
##       "相片"       "問題"       "SONY"         "C5"      "Ultra" 
##            v            n            v            a            v 
##     "收不到"       "訊息"       "通知"       "糟糕"       "希望" 
##           nr           nz           nz           df            v 
##         "賴"       "換機"   "聊天記錄"       "不要"       "不見" 
##           zg            v            v            n            f 
##         "請"       "改善"       "換手"         "機"         "後" 
##            n            v           ul            x            r 
##       "無法"       "進去"         "了"       "我要"         "我" 
##           uj            a           uj            n            n 
##         "的"         "舊"         "的"       "帳號"       "無法" 
##            x            r            v            m            d 
##       "開啟"         "我"       "回覆"       "兩次"         "都" 
##            d            v            v            r            v 
##         "都"       "沒有"       "回覆"         "我"       "不能" 
##            v            v            d            m           ul 
##         "送"       "貼圖"       "已經"       "一週"         "了" 
##            d            v            v            v            p 
##         "都"       "不能"         "送"       "貼圖"         "給" 
##            n            d            x            x            n 
##       "朋友"       "更新"     "節果舊"         "ㄉ"       "好友" 
##            d            v            l           zg            r 
##         "都"       "不見"     "怎麼辦"         "為"       "什麼" 
##            v            n            p            f            v 
##       "換手"       "機會"         "把"       "之前"         "買" 
##           uj            v            a            v           ul 
##         "的"       "貼圖"         "全"       "不見"         "了" 
##            d            f            v            d            v 
##       "更新"         "後"         "會"       "不停"       "打斷" 
##            r            n          eng            m            v 
##       "其他"   "應用程式"    "Android"        "6.0"       "停止" 
##           vn           zg            d            m            n 
##       "運作"         "請"       "更新"        "6.0"       "無法" 
##            p            n            x            n            x 
##         "用"       "無法"       "登入"       "無法"       "登入" 
##           zg            v            n            v            v 
##         "請"       "回覆"   "處理方式"       "不能"       "登錄" 
##            n           nz            n           ad            d 
##       "信箱"       "換機"       "密碼"       "正確"         "也" 
##            v            v            n            v            x 
##       "不能"         "登"       "無法"       "開起"       "為何" 
##            v            n            f            d            n 
##       "換手"         "機"       "之後"         "就"       "無法" 
##            v           ul            x           ad            x 
##       "開起"         "了"     "開不起"       "突然"     "開不起" 
##            a            v            d            v            r 
##       "重新"       "下載"         "也"         "是"       "一樣" 
##            i            d            v            n            v 
##   "莫名其妙"         "就"         "沒"       "辦法"       "打開" 
##           ul            m            v            r            v 
##         "了"         "一"       "直說"       "什麼"       "停止" 
##           vn           ul            x          eng            v 
##       "運作"         "了"          "L"         "ne"         "超" 
##            a           uj            x           uj 
##       "方便"         "的"       "超帥"         "的"

2-3.只取名詞與動詞進行分析

#到這邊我們可以發現,有很多的贅字贅詞,因此只看名詞與動詞
#一方面可減少贅字贅詞,另一方面可以讓主題更明確
#這小節未完成
library(Rwordseg)
library(tm)
#library(tmcn)
#d.corpus <- tm_map(resultSegmentCorpus1, segmentCN, nature = TRUE)

2-4.稀疏矩陣(Sparse matrix)

dtm_corpus <- matrix(0,nrow=length(resultSegmentCorpus),
                     ncol=length(resultSegmentWords),
                     dimnames=list(NULL,resultSegmentWords))
for(i in 1:length(resultSegmentCorpus)){
  count_tmp <- table(match(resultSegmentCorpus[[i]],resultSegmentWords))
  dtm_corpus[i,as.numeric(names(count_tmp))] <- count_tmp
}

[Part 3].文字雲

install.packages("RColorBrewer")
install.packages("wordcloud")
devtools::install_github("jbkunst/d3wordcloud")

3-1.Text Cluster

  • 階層式(Hierarchical)分群應用於文字資料
  • 文字分群 ```{} #未完成 library(stats)

tdm_corpus <- t(dtm_corpus) tdm_corpus <- tdm_corpus[nchar(rownames(tdm_corpus))!=1,] tdm_corpus <- as.TermDocumentMatrix(tdm_corpus, weight = weightTf) tdm_corpus <- removeSparseTerms(tdm_corpus, sparse=0.7)

dist_tdm_corpus <- dist(as.matrix(tdm_corpus)) dist_tdm_corpus fit <- hclust(dist_tdm_corpus, method=“single”) plot(fit,main = “Cluster Dendrogram”) ```

3-2.文字雲

library(RColorBrewer)
library(wordcloud)

freqs <- colSums(dtm_corpus)
words <- names(freqs)
wordcloud(words,freqs, min.freq = 30,colors=brewer.pal(6, "Dark2")) #次數在30以上的才畫出來