From 2015 to 2018, Famous tourist sites displayed a decreasing trend but slightly rebounded from 2018 to 2021, suggesting a fluctuation in the spatial agglomeration of tourist attractions yet remaining relatively stable overall.
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Research on the relationship between population distribution pattern and urban industrial facility agglomeration in China.
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Similarly, Shopping service, Financial insurance service, Science, education and cultural services, Domestic services, Sports and Leisure Services, Healthcare services, and Government agencies and social groups all showed an increasing trend in their Global Moran's I value from 2015 to 2021, indicating an overall increase in the spatial agglomeration of facilities in these industries 56 .
The z-values of all industries at the three-time points were significantly greater than zero, and the p-values were zero, indicating that the Global Moran's I was highly significant, and spatial autocorrelation was significant across these industries 53 .