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Dataset: Green Mark certified buildings metadata from Singapore

Authors: Teo, Yi Ting; Quintana, Matias; Bin Sabarudin, Muhammad Zikry; Tan, Charlene; Chong, Adrian; Miller, Clayton;

Dataset: Green Mark certified buildings metadata from Singapore

Abstract

In many countries, there are local efforts and incentives to further increase the adoption of greener buildings. This highlights the critical need for buildings to be green and tools to facilitate their transformation for new and existing building owners. Thus, this work curates a dataset regarding the actions and features implemented by building stakeholders to attain the Green Mark (GM) certification which promotes the adoption of numerous green building technologies. Public data from 3,583 entries over 17 years was extracted and pre-processed. Green features of each certified entry were identified and labeled accordingly using a list of keywords created from the GM certification assessment criteria. We present an overview of the dataset and key insights into the building retrofitting landscape. The dataset is available at https://github.com/buds-lab/data-driven-greenmark as well as the feature descriptions, raw data processing and raw files.

{"references": ["Teo et al. (2022). Dataset: Green Mark certified buildings metadata from Singapore. In The Fifth International Workshop on Data: Acquisition To Analysis (DATA '22), November 6\u20139, 2022, Boston, MA, USA. ACM, New York, NY, USA, 3 pages. https://doi.org/10.1145/3560905. 3567771"]}

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Keywords

Green features,, Energy-efficient, Retrofitting, Primary space usage,, Green features, Primary space usage

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selected citations
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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).
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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.
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