This 4.99 MB dataset is well-suited for single-node deployment, with no immediate pressure to distribute across infrastructure. At 332.9 bytes per row across 15,000 records, the data exhibits moderate density; compression could yield 30–40% space savings if applied, though the marginal benefit is minimal given the current footprint. The dataset remains several orders of magnitude below typical scale thresholds (100+ MB for single-node constraints, 1+ GB for distributed necessity), meaning infrastructure decisions should be driven by query complexity and concurrency demands rather than storage volume.