Shitty sentiment analysis

Published: June 07, 2022Updated: July 30, 2022

Table of contents

Sentiment analysis of the tweets dataset

Drawing a whale with a pencil in sketch book

This article is not finished and not reviewed thoroughly. If for some reason you want to continue reading, do it at your own risk, but do not forget to come back later to enjoy the final version.

This idea based on Zack's tweet

Let me repeat it here:

run last 500 tweets through shitty sentiment analysis and give a score between -1 (negative) and 1(positive)

I also want to generate a special pretty badge that you can post to Twitter that will display a special trait like 😇 or 😈

Sentiment analysis of the tweets dataset

Some threads collect thousands likes, but seems like no one really going through the links. For example this kaggle about text mining slowly going with string manipulation and regexes, but interesting classification at the end fails because some names are not defined 😖

Nevertheless it uses very interesting dataset. Guys from CrowdFlower decided to gues gender by text we write. Amazing, right?

CrowdFlower team: to run a text mining experiment we pulled 20,000 tweets with the word “the” and the word “and”.

me: Why?

CrowdFlower team:

via GIPHY