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ZENODO
Software . 2024
License: CC BY NC SA
Data sources: ZENODO
ZENODO
Software . 2024
License: CC BY NC SA
Data sources: Datacite
ZENODO
Software . 2024
License: CC BY NC SA
Data sources: Datacite
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15min City Score Toolkit - Notebook

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 27 Nov 2024Publisher:Zenodo
Authors: Albashir, Abubakr; Messa, Federico; Presicce, Dante; Pedrazzoli, Alessandro; Gorrini, Andrea;

doi: 10.5281/zenodo.14231427 , 10.5281/zenodo.14231426

15min City Score Toolkit - Notebook

Abstract

The 15min City Score is an urban metric that gives a comprehensive overview of a city’s walkability and is widely used to assess the accessibility of cities, neighborhoods and specific places based on the availability of essential services. This Notebook distribution is a standalone Jupyter Notebook.

The requirements are outlined in requirements.txt and in the following list: pandas>=2.0.2 geopandas>=0.13.0 osmnx==1.7.0 shapely>=2.0.1 h3>=3.7.6 networkx>=2.5 tobler>=0.11.2

Keywords

Service Accessibility, Walkability, 15min City, Urban Planning, Jupyter Notebook

EOSC Subjects

Jupyter Notebook

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average