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Imagine a vast shopping mall parking lot with thousands of individual parking spots and internal lanes (representing road segments within a cluster). No matter how complex it is inside, there are usually only a few key exits to the main roads. Our goal was to identify these natural "exits" for each map cluster. For instance, the complex road network around Amsterdam Airport Schiphol (see on OpenStreetMap) has many internal roads but limited primary access points.
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各营收区间的研发强度则呈“金字塔”式负相关,即研发强度的最高值和中位数都随着营收规模的增长而递减。金字塔尖是那些营收万亿元级的巨无霸企业,它们的研发强度最高值和中位数分别仅为3.27%和2.08%;而金字塔底则是营收十万元级及以下的初创小公司,它们的研发强度中位数竟高达37446.12%,最高值甚至突破47441%。