labrijisaad/Twitter-Sentiment-Analysis-with-Python
I aim in this project to analyze the sentiment of tweets provided from the Sentiment140 dataset by developing a machine learning sentiment analysis model involving the use of classifiers. The performance of these classifiers is then evaluated using accuracy and F1 scores.
This project helps data scientists and machine learning engineers analyze the sentiment of tweets. It takes in a dataset of tweets, processes them using natural language processing techniques, and outputs a trained machine learning model capable of classifying tweet sentiment as positive or negative. The model's performance is evaluated using accuracy and F1 scores.
No commits in the last 6 months.
Use this if you are a data scientist or machine learning engineer looking for a foundational Python project to learn or demonstrate tweet sentiment analysis.
Not ideal if you are a marketer or business analyst looking for an out-of-the-box tool to instantly analyze social media sentiment without writing code.
Stars
11
Forks
3
Language
Jupyter Notebook
License
—
Category
Last pushed
Aug 14, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/labrijisaad/Twitter-Sentiment-Analysis-with-Python"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
abdulfatir/twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Zephery/weiboanalysis
微博情感分析，文本分类，毕业设计项目
lunarwhite/covid-social-analysis
Apply ML on weibo sentiment. 疫情背景下微博文本情感分析与可视化
fhamborg/NewsMTSC
Target-dependent sentiment classification in news articles reporting on political events....
pmsosa/CS291K
🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models