Socioeconomic Development Indicators for Municipalities in Nowosądecki County

Raw and statistically transformed data supporting an analytical study on the indicator-based assessment of socioeconomic development for municipalities in Nowosądecki County, Poland. The dataset was authored by Mateusz Żaba and is available under a CC-BY-4.0 license. The files were last updated on 2026-05-18.

Use Cases

• Benchmarking municipal performance based on socioeconomic indicators mentioned in the description
• Conducting comparative regional analysis across Nowosądecki County
• Applying statistical methods for transforming raw socioeconomic data
• Creating visualizations of development disparities between municipalities

Strengths

• Data is available under a permissive CC-BY-4.0 license
• Includes both raw data and statistically transformed versions for analysis
• File size is 40.8 KB, indicating a focused and manageable scope

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download
• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment

Provenance

Source

figshare

Collection Method

Likely compiled from official statistical sources for the analytical study.

Freshness

Last updated 2026-05-18 09:25:09; freshness should be verified

Geography

Municipalities within Nowosądecki County, Poland.