Building a Mental Health ML Risk Model Using AWS Data Wrangler

According to the Centers for Disease Control (CDC), there have been substantial increases in cases of anxiety or depression, increased substance use and stress-related symptoms across the US adult population.



According to the Centers for Disease Control (CDC), there have been substantial increases in cases of anxiety or depression, increased substance use and stress-related symptoms across the US adult population.


For our use case then, we asked the question: can we use claims data to predict who will likely need mental health help before they need it, to target early intervention programs and resources?


In this blog, we demonstrate, step by step, how we used AWS Data Wrangler to streamline claims data preparation for our mental health use case, while ensuring data quality throughout the process.