Hickory Municipal Classification System (HMCS): A U.S. Municipal Framework

A 1.9 MB PDF document authored by Jose Martinez describes the Hickory Municipal Classification System (HMCS). This population-based framework is designed to classify municipalities consistently across all U.S. states. The document was last updated on 2026-05-17.

Use Cases

• Benchmarking municipal performance based on the population-based classification framework
• Conducting cross-state comparative analyses of municipalities using the consistent classification system
• Developing policy recommendations informed by a standardized municipal typology

Strengths

• The framework is explicitly designed for consistent application across all U.S. states.
• The document is 1.9 MB in size, indicating a substantial PDF with detailed content.
• The dataset is licensed under CC-BY-4.0, allowing for broad reuse and sharing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The data is presented as a PDF, which may require extraction for computational analysis.

Provenance

Source

Jose Martinez via figshare

Collection Method

Likely a research study developing a classification framework.

Freshness

Last updated 2026-05-17 21:05:57; freshness should be verified.

Geography

Municipalities across all U.S. states.