Socioeconomic Development Indicators for Municipalities in Nowosądecki County, Poland

Nowosądecki County in Poland is the focus of this dataset, which contains raw and statistically transformed data. The data supports an analytical study on the indicator-based assessment of socioeconomic development for the county's municipalities. The dataset was authored by Gabriel Banasik and is available under a CC-BY-4.0 license.

Use Cases

• Calculate composite socioeconomic development indices based on the described indicator framework.
• Benchmark and rank municipalities within Nowosądecki County using the provided statistical transformations.
• Perform comparative regional analysis of socioeconomic factors across Polish municipalities.
• Validate statistical methods for indicator-based assessment of local development.

Strengths

• Data includes both raw and statistically transformed values, facilitating direct analysis.
• The dataset is openly licensed under CC-BY-4.0, allowing for broad reuse.

Limitations

• The dataset is very small at 40.8 KB, indicating limited scope and detail.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Gabriel Banasik via figshare

Collection Method

Likely compiled from official Polish statistical sources for analytical purposes.

Freshness

Last updated 2026-05-18 09:20:10; freshness should be verified.

Geography

Municipalities of Nowosądecki County, Poland