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Mohammad Darwich's Projects

afinn icon afinn

AFINN sentiment analysis in Python

arabic_nlp icon arabic_nlp

Tools to normalise and derive sentiment from Arabic text

candy-machine-mint icon candy-machine-mint

Fork, config, customize and ship your own candy machine mint app on your own domain, ultra fast.

covid-fakes icon covid-fakes

Bilingual (Arabic/English) COVID-19 Twitter dataset for misleading information detection

depechemood icon depechemood

a high-precision lexicon of roughly 37 thousand terms annotated with emotion scores

ekphrasis icon ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

emojify icon emojify

Turn your facial expression into an emoji

emot icon emot

Open source Emoticons and Emoji detection library: emot

facebook_scraping icon facebook_scraping

Python script to query public Facebook pages via API based on keyword search. Then extracts posts and comments which matches a keyword

implementation icon implementation

Implementation of models in thesis: GENERATION OF SENTIMENT PROPERTIES OF NATURAL LANGUAGE TERM SENSES USING A FULLY UNSUPERVISED DICTIONARY- BASED APPROACH

large-arabic-multidomain-lexicon icon large-arabic-multidomain-lexicon

repository for the project of building large arabic multidomain lexicon for sentiment analysis using feature selection from multiple resources scrapped from the web.

personality-prediction icon personality-prediction

Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including, the essays dataset (Big-Five personality labelled traits)

phd-work icon phd-work

Contains all the algorithms and generated results of my PhD thesis work

pwgc icon pwgc

tool to load the princeton wordnet gloss corpus

python-sentistrength icon python-sentistrength

Python 3 wrapper for SentiStrength. SentiStrength is capable of automatic sentiment analysis of up to 16,000 social web texts per second with up to human level accuracy for English.

pywsd icon pywsd

Python Implementations of Word Sense Disambiguation (WSD) Technologies.

scrapy icon scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

sentimentr icon sentimentr

Context-aware sentiment analysis model for formal and informal social media-style parlance

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