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Final Project plan #10

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xiaoa0 opened this issue May 9, 2023 · 0 comments

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xiaoa0 commented May 9, 2023 •

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Project idea: Fake News Detector with Python

Members: me (Allie)

Purpose

Train model using headlines from recent news
Create easy tool for distinguishing fake news from real news

Technicals

Able to sort table data from csv/tsv format
Use TfidfVectorizer to create model
Use python packages such as pandas and matplotlib to process data, build classifications
Javascript documentation in notebook (1)

Timeline

Week 1: Practice with tools, document hacks (pandas, news api/dataset, matplotlib) with notebooks (1) (2) (3)
Week 2: Start practicing with modeling software and document in notebook
Week 3: Start training model with data set, find more if given one doesn't work out
Week 4: Finish model, make sure it can return output and embed with frontend JS notebook

References

xiaoa0 mentioned this issue

Checkpoint 1 xiaoa0/ds#1

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