GitHub user satanic-panic added a comment to the discussion: Filtered Chart 
Data via API

Answering my own question because I found the solution. Dosu didn't solve my 
issue but pointed me in the right direction. For future reference of anyone 
trying to do this like me and not finding any resources online (like I didn't) 
the request is as follows:

POST /api/v1/chart/data

Example payload:
{
  "datasource": {
  "id": 123,
  "type": "table"
    },
  "queries": [
    {
      "columns": ["col1", "col2"],
      "filters": [
        { "col": "col1", "op": "==", "val": 123 }
      ],
      "metrics": [],
      "row_limit": 1000
    }
  ],
  "result_format": "json",
  "result_type": "full"
}

GitHub link: 
https://github.com/apache/superset/discussions/34668#discussioncomment-14091439

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