Arabic : Tokenization , Stop words removal , Steaming , Part of speech

Song.py is a combination for( Tokenization , Stop words removal , Steaming , Part of speech ) in one place we create a file write in it 6 arabic sentance and read form the file.

Tokenization.py :split each arabic word from the other

Stopwords.py: remove all the stop words like " above across after afterwards again against ..etc "

PartofSpeeachAr.py: we take the whole sentance and pass it to stanford model which wrote in java result in knowing the part of speach for the whole santance in arabic

PartofSpeeach.py : the same but for english language

StemmingAr.py : find the steam for arabic words "يلعب -> لعب "

Stemming.py : find the steam for english words "playing -> play "

textfile.txt : file we write and read sentance form .