Socioeconomic Development Indicators for Municipalities in Nowosądecki County

Mateusz created a dataset containing raw and statistically transformed data for an analytical study titled 'Wskaźnikowa ocena rozwoju społeczno-gospodarczego gmin powiatu nowosądeckiego'. The dataset, last updated on 2026-05-18, is available as PDF and XLS files totaling 40.8 KB under a CC-BY-4.0 license.

Use Cases

• Benchmarking municipal performance based on composite socioeconomic indicators.
• Analyzing regional development disparities within Nowosądecki County.
• Applying statistical transformation methods to raw municipal data for comparative studies.

Strengths

• Data includes both raw and statistically transformed versions, facilitating direct analysis.
• Dataset is licensed as CC-BY-4.0, allowing for broad reuse and modification.

Limitations

• The dataset is very small at 40.8 KB, indicating limited scope and likely a small number of observations.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale modeling.

Provenance

Source

figshare

Collection Method

Data was prepared for an analytical study; the specific collection method is not detailed.

Freshness

Last updated 2026-05-18 09:23:44; freshness should be verified.

Geography

Municipalities (gminy) within Nowosądecki County, Poland.