STAGE 01 / INTAKE STAGE 02 / TRANSFORMATION STAGE 03 / ANALYTICAL LAYER SPLIT SPLIT MERGE MERGE OPTIMIZATION LOOP CLINICAL INTAKE ID, AGE, ARM, RESP 001, 62, ARM_A, 1 002, 45, ARM_B, 0 N = 1,420 PATIENTS INGESTED FILTER & CLEAN WHERE AGE >= 18 AND RESP IS NOT NULL 12 OUTLIERS AUTOMATICALLY REMOVED AGGREGATE DATA SELECT AVG(RESP) GROUP BY ARM_ID 98.4% COMPLETE COMPLIANT SCHEMA ANALYTICAL VIEW {"status": "ready", "p_val": 0.0421} p < 0.05 * STAT. SIGNIFICANT