Source: UK Office for National Statistics (ONS) via Nomis business counts (SIC 96020 – hairdressing and beauty treatment).
This map shows hair & beauty business density across MSOAs in England & Wales using 2025 registered business counts matched with ONS population estimates.
MSOAs represent areas of roughly 5,000–15,000 residents, allowing comparison of local business density rather than city-wide averages.
Data processing and visualisation were carried out using Python (GeoPandas/Pandas) using official ONS boundary shapefiles.
rclonecopymove on
Any holidays planned? And what you up to this weekend?
ShingshunG on
Think you’ll find this isn’t a map of the uk 😤
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Source: UK Office for National Statistics (ONS) via Nomis business counts (SIC 96020 – hairdressing and beauty treatment).
This map shows hair & beauty business density across MSOAs in England & Wales using 2025 registered business counts matched with ONS population estimates.
MSOAs represent areas of roughly 5,000–15,000 residents, allowing comparison of local business density rather than city-wide averages.
Data processing and visualisation were carried out using Python (GeoPandas/Pandas) using official ONS boundary shapefiles.
Any holidays planned? And what you up to this weekend?
Think you’ll find this isn’t a map of the uk 😤