Step 1: Instead of pairing each item directly, check the four given combinations one at a time and eliminate any that contain an obviously wrong pairing.
Step 2: Option 1 pairs Qualitative data with Harmonic mean. A harmonic mean needs numeric reciprocals, so it cannot be computed for categories like a colour or a variety name. This pairing is wrong, so option 1 is eliminated.
Step 3: Option 2 pairs Raw data with extreme values to Geometric mean. A geometric mean uses the product of all values and is itself distorted by a very large or very small extreme value, so it is not the resistant measure needed here. Option 2 is eliminated.
Step 4: Option 4 places rates and speeds with Geometric mean. Speeds and rates are the classic case for Harmonic mean (average speed over equal distances), not Geometric mean, so option 4 is eliminated.
Step 5: Only option 3 survives: Qualitative data to Mode, Raw data with extreme values to Median and Mode, rates/speeds/prices to Harmonic mean, and relative change to Geometric mean.\[\boxed{(A)-(III),\ (B)-(II),\ (C)-(IV),\ (D)-(I)}\]