Local Business Impact Index for Independent Music Venue Zones in the U.S.

Packed with an index analyzing the impact of 109 independent music venue zones on 4,190 local businesses across the United States. It was created by Stanislas Renard to measure how these zones reinforce local economic resilience, with approximately 95% of surrounding businesses being locally owned. The data categorizes establishments by type and distinguishes between total business impact and specific local business impact.

Use Cases

• Analyze the correlation between the presence of independent music venue zones and the percentage of locally owned businesses (approx. 95%) to model local economic resilience.
• Compare total business impact versus specific local business impact (defined as independent businesses with fewer than three city locations) across different music zones.
• Categorize and compare the types of establishments surrounding the 109 music zones to identify patterns in commercial ecosystems.
• Map the 4,190 local businesses against the 109 music zones to assess geographic clustering of independent commercial activity.

Strengths

• Focuses on 109 distinct music zones, providing a defined unit of analysis.
• Covers 4,190 local businesses, offering a substantial sample for analysis.
• Includes a specific metric showing approximately 95% of surrounding businesses are locally owned.
• Differentiates between total business impact and a more specific local business impact category.

Limitations

• The specific data columns, sample data, and file formats are unknown, limiting understanding of the data structure.
• No row count or granular record-level data is provided, which restricts detailed statistical modeling.
• The description does not specify a time range for the data, limiting temporal analysis.

Provenance

Source

Harvard Dataverse, authored by Stanislas Renard.

Collection Method

Index construction focusing on clusters of at least five independent music venues and their impact on surrounding local businesses.

Freshness

The metadata was last updated on 2026-02-17, but the actual data collection period is unknown.

Geography

United States.