The avatar for @jameshahn2
James Hahn II
Self-taught programmer spinning-up a Discourse forum for oil and gas professionals whilst testing the patience of everyone on GitHub.
Public
Edited
Jun 8, 2022
Fork of Introduction to text analysis with TF-IDF
2 stars
Insert cell
Insert cell
Insert cell
tfidf = import("tiny-tfidf")
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
metadata = d3.csv(
"https://raw.githubusercontent.com/jameshahn2/synod-documents/master/index.csv"
)
Insert cell
popes = metadata.map(d => d.pope);
Insert cell
Insert cell
files = metadata.map(d => `https://raw.githubusercontent.com/jameshahn2/synod-documents/master/words/${d.filename}`);
Insert cell
Insert cell
words = Promise.all(files.map(d => d3.text(d)))
Insert cell
Insert cell
corpus = new tfidf.Corpus(
popes,
words,
useStopwords,
customStopwords,
K1,
b
)
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
similarity = new tfidf.Similarity(corpus)
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell

Purpose-built for displays of data

Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.
Learn more