Twitter Sentiment Analysis using Natural Language Processing(NLP)

Welcome to my text scrapbook! Here you will find examples of text tokenization, normalization, n-grams, and lots of text adjacent stuff.

Simple tool to check if Unicode text files are Unicode-normalized

Clipboard Translator is a lightweight desktop application built with PyQt5 that automatically translates text copied to the clipboard into Persian using the Google Translate API. The application features a modern and minimalistic UI, custom styling, and real-time text normalization and tokenization.

Sentiment-Analysis

Predict emotions (happiness, anger, sadness) from WhatsApp chat data using machine learning and deep learning models. Includes text normalization, vectorization (TF-IDF, BoW, Word2Vec, GloVe), and model evaluation.

Text Normalization on tweets (Tweet Normalization)

Code, models, and data for "Exploiting Dialect Identification in Automatic Dialectal Text Normalization". ArabicNLP 2024, ACL.

Text classification is a widely used natural language processing task in different business problems. Given a statement or document, the task involves assigning to it an appropriate category from a pre-defined set of categories. The dataset of choice determines the set of categories. Text classification has applications in emotion classification, n

Extract text content from an HTML page, process it, and extract unique words from the processed text. This notebook utilizes various text processing techniques including cleaning, normalization, tokenization, lemmatization or stemming, and stop words removal.

Accurate categorization of eCommerce products improves user experience and boosts search engine visibility. The project goal is to classify products into 14 predefined categories using their descriptions sourced from an eCommerce platform.

MT preprocessor

Spelling corrector and text normalizer

Small Python wrapper class for the CAB webservice.

A web app for Spam classification using Natural Language Processing.

Implementation of the paper on Text normalization by Choudhury et al.

Library supports converting number to Vietnamese for .NET C# ./

Implementing text normalization for Farsi(Persian) language.

Utility for string normalization