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“Intro to Python for Working with Text” workshop series

intro to python

workshop overview
opening challenge
data types
variables
lists
loops
logic

scraping text

workshop overview
what is web scraping?
what is ethical? what is legal?
the HTML Inspector
exploring bs4
scraping with bs4
Legiscan API

cleaning text

workshop overview
dataframes
scraping our text
cleaning our text

analyzing text

workshop overview
what is text analysis?
research questions: defining gender
the spaCy pipeline
the PhraseMatcher
the Entity-Ruler
the token Matcher

generating text

workshop overview
machine learning
Huggingface🤗 platform
running inference
fine-tuning

Repository
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By Filipa Calado

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