ADVANCED TWITTER ANALYTICS AND USER BEHAVIOR PREDICTION SYSTEM

This project presents an Advanced Twitter Analytics and User Behavior Prediction System that leverages machine learning and natural language processing to enhance platform security, user engagement, and data-driven decision-making. It features bot detection, advanced sentiment analysis (detecting emotions like joy, anger, and sarcasm), abusive content identification, real-time trend analysis, and influencer impact assessment. These capabilities help curb misinformation, ensure user safety, prevent trend manipulation, and identify credible influencers. Overall, the system promotes a safer, more transparent, and intelligent Twitter experience for users, businesses, and policymakers.

Authors

Publication Details

Journal
International Journal on Science and Technology
Published
2025-04-23
DOI
https://doi.org/10.71097/ijsat.v16.i2.3853
Primary Topic
Human Mobility and Location-Based Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

ADVANCED TWITTER ANALYTICS AND USER BEHAVIOR PREDICTION SYSTEM

V. Biksham, Atharva Vaibhav Pore -, Kavuri Shreya -, M Karnakar -
International Journal on Science and Technology
Human Mobility and Location-Based Analysis
article

ADVANCED TWITTER ANALYTICS AND USER BEHAVIOR PREDICTION SYSTEM

V. Biksham, Atharva Vaibhav Pore -, Kavuri Shreya -, M Karnakar -
article en

Abstract

This project presents an Advanced Twitter Analytics and User Behavior Prediction System that leverages machine learning and natural language processing to enhance platform security, user engagement, and data-driven decision-making. It features bot detection, advanced sentiment analysis (detecting emotions like joy, anger, and sarcasm), abusive content identification, real-time trend analysis, and influencer impact assessment. These capabilities help curb misinformation, ensure user safety, prevent trend manipulation, and identify credible influencers. Overall, the system promotes a safer, more transparent, and intelligent Twitter experience for users, businesses, and policymakers.

International Journal on Science and TechnologyVol. 16(2)
Openalex Percentile: Top 91%
Human Mobility and Location-Based Analysis
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