Sentiment Analysis Without Modeling | TextBlob vs VADER vs Flair
Sentiment analysis can be done with or without building a machine learning model. This tutorial will go over the Python implementation of TextBlob, VADER, and Flair for non-model sentiment analysis.
After finishing the tutorial, you will learn:
👉 What is TextBlob?
👉 What is VADER?
👉 What is Flair?
👉 How to use Python library TextBlob for sentiment analysis?
👉 How to use Python library VADER for sentiment analysis?
👉 How to use Flair’s pre-trained model in Python for sentiment analysis?
👉 Comparison between TextBlob vs. VADER vs. Flair.
⏰ Timecodes ⏰
0:00 - Intro
0:41 - Step 1: Install And Import Python Libraries
1:31 - Step 2: Download And Read In Data
3:04 - Step 3: What Is TextBlob?
3:59 - Step 4: What Is VADER?
5:21 - Step 5: What Is Flair
6:38 - Step 6: How To Use TextBlob For Sentiment Analysis
7:23 - Step 7: How To Use VADER For Sentiment Analysis
8:17 - Step 8: How To Use Flair For Sentiment Analysis
9:14 - Summary: TextBlob Vs. VADER Vs. Flair
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