Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Exploring Invariants & Patterns in Human Commute time   In everyday life, the process of commuting to work from home happens every
now and then. And the research of commute characteristics is useful for urban
function planning. For humans, the commute of an individual seems revealing no
regular universal patterns, but it is true that people try to find a
satisfactory state of life regarding commute issues. Commute time and distance
are most important indicators to measure the degree of this satisfaction.
Marchetti states a certain regularity in human commute time distribution -
specifically, it states that no matter when, where and how far away people
live, they always tend to spend approximately the same average time for their
daily commute. However, will the rapid development of cities nowadays as well
as serious challenges brought by economic development affect this constant? If
there are novel characteristics? We revisit these problems using fine grained
communication data in two Chinese major cities during recent two years. The
results indicate that the commute time has been slightly increased from
Marchetti's constant with the development of society. People's overall travel
budgets have been increased, more concretely speaking, for medium and long
distance commuters, their endurance limit for commute time is enhanced during
the passing years, and fluctuates around a constant; for short distance
commuters, their commute time increases with the distance. Moreover, the
population distribution in every commute distance shows strong cross-city
similarity and does not change much over two years.

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The categories of this paper are: q-bio
15
The categories of this paper are: nucl-ex
30
The categories of this paper are: q-alg
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The categories of this paper are: alg-geom
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The categories of this paper are: solv-int
27
The categories of this paper are: comp-gas
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The categories of this paper are: quant-ph
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The categories of this paper are: cond-mat
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The categories of this paper are: astro-ph
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The categories of this paper are: funct-an
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The categories of this paper are: dg-ga
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The categories of this paper are: hep-ex
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The categories of this paper are: adap-org
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The categories of this paper are: bayes-an
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The categories of this paper are: cmp-lg
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The categories of this paper are: math