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README.md

README.md

 
 

final_lexicon_without_duplicated_values_and_zeros.csv

final_lexicon_without_duplicated_values_and_zeros.csv

 
 

intensifiers.csv

intensifiers.csv

 
 

lexiPersTags.py

lexiPersTags.py

 
 

main.py

main.py

 
 

plot_confusion_matrix.py

plot_confusion_matrix.py

 
 

preprocessing_lexicon.py

preprocessing_lexicon.py

 
 

requirements.txt

requirements.txt

 
 

shifters.csv

shifters.csv

 
 

soha.xlsx

soha.xlsx

 
 

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Lexicon-based-persian-sentiment-analysis

Simple lexicon-based persian sentiment analysis on soha (سامانه هوشمند ارتباط با مشتری - سها) comments for shahid beheshti university.

Get Started

Clone the repository

git clone https://github.com/ashkanmradi/Lexicon-based-persian-sentiment-analysis.git

Run main.py and don't forget to modify lines [12, 13, 14, 66] according to your own paths.

The final results on this data are as follow

Confusion Matrix

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Simple lexicon-based persian sentiment analysis

Topics

nlp sentiment-analysis confusion-matrix persian-nlp persian-stemmer tokenization stemming lexiconbasedapproach hazm lexicon-based

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