Tutorial: Friendly well report workflows with Natural Language Processing
Channel: Software Underground
Date: 2021-04-19

Anne Estoppey

http://github.com/AnneEstoppey/NLP_Transform21

In this Jupyter Notebook, we will explore different aspects of NLP (Natural Language Processing). We will use well report summaries which are published by the NPD (Norwegian Petroleum Directorate), by requesting via an API. We will go through the different stages of text cleaning and formatting before moving on to NLP processing: tokenization, lemmatization and finally topic modeling.

Level: intermediate. We expect participants to be familiar with mid level programming in python. Please see the requirements file and readme on the github repo.