Figures & data
Table 1. Key variables and their data sources
Table 2. Regional distribution of hotel/lodging businesses in US states
Figure 3. The local bivariate correlation between natural amenities and the spatial lag of hotel distributions
![Figure 3. The local bivariate correlation between natural amenities and the spatial lag of hotel distributions](/cms/asset/00121217-dc46-4b7a-8843-ba3ea392bd1e/oass_a_1444918_f0003_oc.jpg)
Figure 4. A BiLisa cluster map between the natural amenity scale and spatial lag of the number of hotels
![Figure 4. A BiLisa cluster map between the natural amenity scale and spatial lag of the number of hotels](/cms/asset/c056bda8-bfc7-4029-90d8-f078946b2bd2/oass_a_1444918_f0004_b.gif)
Figure 5. The local bivariate correlation between the level of ruralization and spatial lag of hotel distribution
![Figure 5. The local bivariate correlation between the level of ruralization and spatial lag of hotel distribution](/cms/asset/0e69e99e-167a-412a-b5ec-1c4140158ec9/oass_a_1444918_f0005_oc.jpg)
Figure 6. BiLisa Cluster map between the level of ruralization and spatial lag of the number of hotels
![Figure 6. BiLisa Cluster map between the level of ruralization and spatial lag of the number of hotels](/cms/asset/9ead9a30-7d77-40ac-8cdf-549e40ed4fea/oass_a_1444918_f0006_b.gif)
Figure 7. The local bivariate correlation between the constructed amenity scale and spatial lag of hotel distribution
![Figure 7. The local bivariate correlation between the constructed amenity scale and spatial lag of hotel distribution](/cms/asset/79e1b816-aa1e-439d-81aa-0d75409f7848/oass_a_1444918_f0007_oc.jpg)
Figure 8. BiLisa cluster map between the constructed amenity scale and spatial lag of the number of hotels
![Figure 8. BiLisa cluster map between the constructed amenity scale and spatial lag of the number of hotels](/cms/asset/ab32cfe9-cefa-4005-aa55-234d892410f5/oass_a_1444918_f0008_b.gif)