Sentiment Analysis Using Twitter Data In Python Part 1 - Using Logistic Regression | NLP
In this video, which is Part 1 of our Sentiment Analysis Tutorial (2 Parts), we dive into the fundamentals of Sentiment Analysis.
Part 2: • Sentiment Analysis Using Twitter Data In P...
We will guide you through the process of using logistic regression for sentiment classification, covering ⭐essential concepts, ⭐NLP data preprocessing techniques, and ⭐step-by-step implementation.
By the end of this video, you'll have a solid understanding of how to apply logistic regression to analyze and predict sentiment in textual data.
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Dataset : https://www.kaggle.com/datasets/kazan...
Code : https://github.com/Deepakdj007/sentim...
⏰Timestamps:
0:00 Introduction
0:19 What is Sentiment Analysis?
0:47 Uses of Sentiment Analysis
1:45 Loading & Checking Dataset
8:12 Data Cleaning
23:21 Tokenization
27:29 POS Tagging & Lemmatization
45:29 TF-IDF Vectorization, Training, Testing & Evaluating
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