lisa-wm/nlp-twitter-r-bert

Intro to NLP with R & Python for Twitter Data

About

This website contains material used in the bloc seminar Einführung in NLP-Anwendungen mit R und Python unter besonderer Berücksichtigung von Twitterdaten held @LMU.

---

Authors

    Asmik Nalmpatian 💻 GitHub

    Lisa Wimmer 💻 GitHub

---

0 Preface

🎯 What to expect (and what not)

---

I Intro

💬 A brief intro to natural language processing (NLP) and the task at hand

---

II NLP with R

II-1 Scraping, Cleaning & Static Feature Extraction

💼 Get the data, do some pre-processing and extract static features

II-2 Topic Modeling

🌐 Extract topics from text

II-3 Sentiment Analysis

🚀 Create a classification task & solve it using machine learning

---

III NLP with Python

🧠 Nail NLP using BERT