sentimental data analysis

Reddit Sentiment Data Analysis

Developed a machine learning model to analyze user comments from Reddit and classify them into Positive, Negative, and Neutral sentiments.

The project involved:

Web scraping Reddit data.

Preprocessing & cleaning textual data.

Applying sentiment analysis techniques with VADER and machine learning models.

Building a pipeline using TF-IDF and Logistic Regression.

Achieved high accuracy in detecting and classifying user emotions.