Tweepy Walkthrough | Twitter API v1.1 & v2 | NLP Project Series - Part 2/3 | Sentiment Analysis

Published: 17 August 2022
on channel: Skillcate AI
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This tutorial covers a quick walkthrough to Tweepy: which is an easy-to-use Python library for accessing the Twitter API. This is part#2 to our three part Natural Language Processing Project series, where we are going to perform Sentiment Analysis on live tweets duly pulled from twitter. In the first part, I explained how you can set up your very own Twitter API, which enables you to pull 2 million tweets per month.

🔥 Links to the entire series:
#1 - How to set up your own Twitter API, that enables you to pull 2 million tweets per month:    • Twitter API with Python 2022 - using ...  
#2 - A quick walkthrough to Tweepy, which is an easy-to-use Python library for accessing Twitter API:    • Tweepy Walkthrough | Twitter API v1.1...  
#3: Sentiment Analysis of Live Tweets:    • Twitter Sentiment Analysis Machine Le...  

We shall also discuss: Twitter's two APIs v1.1 & v2.0. And authentication protocols: OAuth 1.0a User Context & OAuth 2.0 Bearer Token (application-only).

Happy learning :)


🔥 Sections

00:00 Introduction
00:46 Twitter APIs & OAuth Brief
03:01 Tweepy Documentation
04:12 Tweepy Walkthrough
09:30 Tutorial#3 - Intro


🔥 Resources:

Project files: https://drive.google.com/drive/folder...

Tweepy Documentation: https://docs.tweepy.org/en/stable/ind...
Twitter API 2.0 Documentation:   / twitter-api  
Twitter OAuth Comparison:   / v2-authentication-mapping  

Our other popular ML Projects:
1. Sentiment Analysis Project using LSTM:    • Sentiment Analysis with LSTM | Deep L...  
2. Sentiment Analysis Project (End-to-end) with ML Model Building + Deployment (using Flask):
---- a. Model Building:    • Sentiment Analysis Machine Learning P...   (Part-1)
---- b. Model Deployment:    • PIP + Virtual Environment | Flask Dep...   (Part-2)
3. Sentiment Analysis Project using Traditional ML:    • Sentiment Analysis Project using Mach...  
4. Analytics-enabled Marketing:    • Marketing Analytics Project using Mac...  
5. Credit Scoring Project:    • Credit Scoring Project using Machine ...  
6. Face Recognition Project:    • Face Detection Machine Learning Proje...  


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Website: https://www.skillcate.com
Email: [email protected]
Medium:   / skillcate  
GitHub: https://github.com/skillcate
Facebook:   / mlprojects  
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