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hammou2020's Projects

airline-twitter-sentiment-analysis icon airline-twitter-sentiment-analysis

This multi-class sentiment analysis was carried out using three classification algorithms: Multinomial Naïve Bayes, Support Vector Matrix(SVM), and Random Forest. I also used logistic regression and VADER algorithms.

covid-19-arabic-tweets-dataset icon covid-19-arabic-tweets-dataset

The repository contains a collection of Arabic tweets IDs associated with the novel coronavirus COVID-19. The dataset contains Tweets' ids from 2020-01-01 to 2020-04-15. The Twitter search API was used to gather real-time tweets that contained specific keywords in the Arabic language. The dataset contains almost eight millions and half Arabic tweets.

covid19-urban-sentiment-analysis icon covid19-urban-sentiment-analysis

Arabic and English data analysis on the first weeks of COVID-19 quarantine with sentiment analysis and analyzing social media activity with respect to urban features of the governorates in Egypt.

covidbot-telegram icon covidbot-telegram

a conversational agent in Arabic Darija called CovidBot which aims to inform Moroccans about the evolution of the CoronaVirus pandemic in the kingdom, and also to help them better understand this virus, how to protect themselves from it and how to fight it.

docbot icon docbot

DocBot is a self-learning python Chatbot built using NLP to answer questions related to chronic kidney diseases

happy_hotels icon happy_hotels

In this project, I examine a large number of hotel reviews, identify the topics discussed, and surface, for each topic, an important sentence about that topic.

hotel-review icon hotel-review

Sentiment Analysis of Hotel Reviews using Natural Language Processing and Machine Learning

miai_nlp_02 icon miai_nlp_02

Demo of using Word2Vec, FastText to classify document

natural-language-processing icon natural-language-processing

Implementation of multiple NLP approaches, in order to identify fake product reviews at one of the leader Virtual Merchants of the world.

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