Python | SpaCy | NLP | Scattertext to visualize characteristic words based on category | Video 1/2

Опубликовано: 03 Ноябрь 2024
на канале: Linknet Analytics
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In this video, we will use Python,Scattertext package and visualize what words and phrases are more characteristic of a category than others.
We will use UFO Sightings dataset from TIdytuesday R Repository

scattertext:
https://github.com/JasonKessler/scatt...

spaCy
https://spacy.io/usage

NLTK (Natural Language Toolkit
https://www.nltk.org/

Dataset
https://github.com/rfordatascience/ti...

Project Files:
https://drive.google.com/drive/folder...

More datasets @Tidytuesday R
https://github.com/rfordatascience/ti...

TIMESTAMPS
00:00 About the Python Package 'Scattertext'
01:53 About the Python Package 'SpaCy'
03:48 Run the first few code cell in the Jupyter Notebook
04:12 About the datsource: Tidytuesday R
07:08 Copy the url and then paste it into the pd.read_csv()
07:25 Using Jupyter Notebook,step by step coding
18:00 View the created html file and understand the components of this scattertext visual
21:25 Recap and conclusion


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