Exploring and visualizing household electricity consumption patterns in Singapore: A geospatial analytics approach

• Main Authors: TAN, Yong Ying, KAM, Tin Seong
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2019
• 主題: Electricity Consumption; Exploratory Spatial Data Analysis; Spa-tial Autocorrelation; MITB student; Asian Studies; Data Science; Numerical Analysis and Scientific Computing
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/4376; https://ink.library.smu.edu.sg/context/sis_research/article/5379/viewcontent/iConference_Exploring_and_Visualising_Household_Electricity_Final.pdf

Despite being a small country-state, electricity consumption in Singa-pore is said to be non-homogeneous, as exploratory data analysis showed that the distributions of electricity consumption differ across and within administrative boundaries and dwelling types. Local indicators of spatial associati...