https://rajraghuwansh.github.io/tags/machine-learning/Machine LearningHugoBlox Kit (https://hugoblox.com)en-usTue, 01 Jun 2021 00:00:00 +0000https://rajraghuwansh.github.io/media/icon_hu_fb558a5ed99f547e.pnghttps://rajraghuwansh.github.io/tags/machine-learning/https://rajraghuwansh.github.io/projects/twitter-sentiments/Tue, 01 Jun 2021 00:00:00 +0000https://rajraghuwansh.github.io/projects/twitter-sentiments/<p>This project analyzes <strong>Twitter sentiment related to stock market discussions</strong> to understand how social media opinions correlate with stock movements.</p> <p>The goal of the project was to extract insights from large volumes of Twitter data and classify tweets based on their sentiment toward specific stocks. By applying <strong>Natural Language Processing (NLP)</strong> and machine learning techniques, the model identifies whether tweets express positive, negative, or neutral sentiment.</p> <p>The workflow includes data preprocessing, feature extraction from text, sentiment classification, and analysis of sentiment trends related to financial markets. This project demonstrates how <strong>social media data can be leveraged for financial analytics and market sentiment understanding</strong>.</p> <p>You can explore the project repository here:</p> <p> </p>