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wordfrequency's Introduction

模組僅在 Nodejs 的環境下測試過。

WordFreq 模組介紹

做 TAB 分隔的詞頻計算,可以計算單詞的數量,雙詞共現的關係,使用的方法為

var wf=require('./WordFreq')

計算 檔案內的詞頻

  • 單詞頻計算,用於生成 Tag Cloud
  • 雙詞頻計算,用於 Social Network Analysis Plot

module 方法介紹

  • dataToArrObj: 資料整理,將用 tab 分隔的資料轉換為,第一欄為 name 的索引。 可做為類似 Excel vlookup 的檢索匹配用 ["aaa\tbbb\tccc\tddd"]=>[{name="aaa",value="bbb\tccc\tddd"}]
  • getkeyword: 參考 dataToArrObj 的 name 欄位,對應出 Value 。 輸入為 ["aaa","bbb","ccc"]
  • colsTocol: 將讀入的多欄料,轉換為單欄的資料,類似正規化的過程。 例:['abc\tabc\tabc\t','cde\tcde\tcdt']=>[abc,abc,abc,cde,cde,cde]
  • Counting: 計算矩陣內的字詞出現次數,例 ['a','a','b'] = >[{name:'a',value=2},{name:'b',value=1}]
  • Arraytwkeyword: 將 ["aaa","bbb","ccc", "ddd"] 轉換為 ["aaa, bbb", "aaa, ccc", "aaa, ddd", "bbb, ccc", "bbb, ddd", "ccc, ddd"]
  • wordRelation: 計算文字關係的函數, 輸入為 ["aaa\tbbb\tccc","bbb\tccc\tddd"] , tab 分格欄位,欄位數沒限定。轉換為 ["aaa, bbb", "aaa, ccc", .....]
  • outputobj: 輸出轉換。將 [{name='aaaa',value=3},{name='bbbb',value=1}] => string="3\taaaa\n1\tbbbb\n" => 3 aaa 換行 1 bbb 換行
  • outputArr(arr[,sep,col]): 輸出轉換。 arr 為輸入的一維陣陣["aaa","bbb"]=> string="aaa\nbbbb\n"。sep, col 可不輸入。 sep 指 string 的分割字元, col 預設 1 ,若需要透過 sep 分割成多欄,請在 sep 處輸入分隔符號,如 ';',而 col 請輸入比 1 大的任何數值。

使用教學

使用方法請參考 sample/ 目錄的,範例程式與輸入資料格式

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