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Wikipediaにある表から必要なデータを取り出すまで。

Posted at

とある事情からWikiから医薬品名だけを抜き出して,クエリーに投げる必要が出てきた。ちょっと探したら,Wiki上にステキな一覧を発見。

List of largest selling pharmaceutical products

WikiなのにWikipediaって表の中身を昇順等に並べ替えられるのね。なんてことを思って感心した(今更?)のだけど,ここからどうやってGeneric Nameを取り出そうかなぁ。とちょい考えた。

世界で売れている医薬品名だけを取り出そう。

構造化されたデータは無いかしら

最初はDBpediaからRDF等,構造化されたデータを取り出そうと思ったのだが,データが古くてしかも一覧がなさそうだわ,というわけで諦めた。構造化されたデータがあると便利なのだけど。

というわけでWikipediaにログインして(登録して)Editして中身を見てみた。

|align=center|1||Nexium||[[Esomeprazole]]||align=right|1,420,907||align=right|2.93%||[[AstraZeneca]]||Gastrointestinal disorders||align=right|Mar-2000||align=right|May-2014
|-
|align=center|2||Abilify||[[Aripiprazole]]||align=right|1,405,226||align=right|1.89%||[[Otsuka Pharmaceutical]], [[Bristol-Myers Squibb]]||Psychosis, Depression||align=right|Nov-2002||align=right|Oct-2014…

てな感じだった。これをテキストファイル (ここではdruglist.txtにしました),[[]] で囲まれている部分を取り出せば良いのではないかしらということで,Rubyでレッツ実装。

色々忘れていたrubyの正規表現記号
¥wが英文字とか忘れてた。

irbで[[]]で囲まれた部分を取り出す正規表現を試す。
matchって便利なのね〜

irb
?> a
=> "asahi [[ocha]] umai"
>> a.match(/\[\[(\w+)\]\]/)[0]
=> "[[ocha]]"
>> a.match(/\[\[(\w+)\]\]/)[1]
=> "ocha"
#↑これだっ

druglist.rbで書いてみるよ〜一行ずつ文字列にして最初の[[]]で囲まれた文字列だけ順次出します

druglist.rb
File.open("druglist.txt"){|file|
while line = file.gets #一行ずつ取得
    if line.match(/\[\[(\w+)\]\]/) #マッチしたら
    print line.match(/\[\[(\w+)\]\]/)[1]
    puts
    end 
end
}

無事に取り出せた。

maori-itos-macbook-2:Downloads Maori$ ruby druglist.rb
Esomeprazole
Aripiprazole
Rosuvastatin
Duloxetine
Adalimumab
Fluticasone
Etanercept
Infliximab
Glatiramer
Filgrastim
Rituximab

後は目的にそぐう形に変形すべし。

何をしたかったというと,私たちが開発している検索エンジンに薬のクエリーを一覧表示するものが作りたかったのである。

druglist.rb
File.open("druglist.txt"){|file|
 print "| Drug Name | Sagace URL |\n|:----------:|:------------:|\n"
 
while line = file.gets
   if line.match(/\[\[(\w+)\]\]/)
    drug = line.match(/\[\[(\w+)\]\]/)[1]
    print "|"+drug+"|"+"http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword="+drug+"|"
    puts
    end 
end
}

出来たぞなもし。

Drug Name Sagace URL
Esomeprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Esomeprazole
Aripiprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Aripiprazole
Rosuvastatin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Rosuvastatin
Duloxetine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Duloxetine
Adalimumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Adalimumab
Fluticasone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Fluticasone
Etanercept http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Etanercept
Infliximab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Infliximab
Glatiramer http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Glatiramer
Filgrastim http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Filgrastim
Rituximab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Rituximab
Oxycodone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Oxycodone
Tiotropium http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Tiotropium
sitagliptin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=sitagliptin
Bevacizumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Bevacizumab
Tenofovir http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Tenofovir
Erythropoietin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Erythropoietin
Pregabalin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Pregabalin
Celecoxib http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Celecoxib
Montelukast http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Montelukast
Valsartan http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Valsartan
Imatinib http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Imatinib
Trastuzumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Trastuzumab
Memantine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Memantine
Buprenorphine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Buprenorphine
Enoxaparin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Enoxaparin
Ranibizumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Ranibizumab
Escitalopram http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Escitalopram
Valsartan http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Valsartan
Lisdexamfetamine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Lisdexamfetamine
Ezetimibe http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Ezetimibe
Testosterone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Testosterone
Methylphenidate http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Methylphenidate
Pioglitazone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Pioglitazone
Lidocaine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Lidocaine
Fenofibrate http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Fenofibrate
Serono http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Serono
Budesonide http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Budesonide
Salbutamol http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Salbutamol
Erythropoietin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Erythropoietin
Quetiapine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Quetiapine
Pemetrexed http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Pemetrexed
Sildenafil http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Sildenafil
amphetamine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=amphetamine
Salbutamol http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Salbutamol
GlaxoSmithKline http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=GlaxoSmithKline
Ipratropium http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Ipratropium
Niacin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Niacin
Erythropoietin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Erythropoietin
Metoprolol http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Metoprolol
Filgrastim http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Filgrastim
Mometasone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Mometasone
Fluticasone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Fluticasone
Atazanavir http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Atazanavir
Raltegravir http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Raltegravir
Ezetimibe http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Ezetimibe
Modafinil http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Modafinil
metformin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=metformin
Tadalafil http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Tadalafil
Formoterol http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Formoterol
fingolimod http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=fingolimod
Rabeprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Rabeprazole
Liraglutide http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Liraglutide
Budesonide http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Budesonide
Oxaliplatin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Oxaliplatin
vaccine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=vaccine
Dexlansoprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Dexlansoprazole
Amphetamine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Amphetamine
Fentanyl http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Fentanyl
Rabeprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Rabeprazole
Zostavax http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Zostavax
Raloxifene http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Raloxifene
Olmesartan http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Olmesartan
Olmesartan http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Olmesartan
Atorvastatin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Atorvastatin
Budesonide http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Budesonide
Levothyroxine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Levothyroxine
Omalizumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Omalizumab
Olmesartan http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Olmesartan
Eszopiclone http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Eszopiclone
vaccine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=vaccine
Capecitabine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Capecitabine
Sensipar http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Sensipar
Linezolid http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Linezolid
Atorvastatin http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Atorvastatin
Ustekinumab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Ustekinumab
Amgen http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Amgen
Tadalafil http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Tadalafil
Tadalafil http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Tadalafil
Cetuximab http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Cetuximab
Levothyroxine http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Levothyroxine
Pantoprazole http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Pantoprazole
Oseltamivir http://sagace.nibio.go.jp/cgi-bin/sagace/search.cgi?action=search&keyword=Oseltamivir
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