To address this challenge, an innovative approach was implemented:

• Diverse Data Aggregation: Employed advanced techniques to gather data from various Social Media websites, ensuring a wide range of profiles.
• Attribute-Based Identification: Developed algorithms to identify profiles based on provided attributes, focusing on privacy-respecting methods that did not directly link data to specific individuals.
• Real Time Data Automation: Instituting real-time data automation processes with a remarkable 2-second turnaround ensures the continuous updating of information on a real-time basis, keeping the database current and relevant.
• Data Quality Assurance: Rigorous quality checks were applied, ensuring accuracy and relevance. Data validation processes were implemented to maintain high-quality standards.
• Comprehensive Database: Successfully amassed profiles from various platforms, resulting in a database encompassing over 1.5 million social media profiles publicly available.