Social Media Analytics

Hi

I wanted to use use social media analytics to model credit risk of individuals. The social media analytics methods I came across focus on extracting data using specific keywords or hashtags and analyze the general sentiments.

Is there any way to access individual level data through social media media so I can use them to understand individuals?