The Irish Times Data Blog

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Pamela Duncan, Data journalist with The Irish Times explores some recent, popular, Irish data stories alongside some critical issues around finding data and data formats.

Data & Analytics

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• Joseph Borza is founder of the awarding winning Irish tech start-up EnergyElephant. • He is a chartered engineer and has over a decade of experience working in the energy and environment sectors in Ireland and abroad. • He is an active and passionate member of Dublin's startup community and has worked on numerous research, development and deployment projects. Joseph's presentation introduces EnergyElephant, the startup that focuses on making sense of energy data, quickly and easily. From multinational organisations to residential homes, EnergyElephant has analysed several data sets to ascertain the "smartable" demand of these entities. Today, over 60% of Irish electricity demand can come from intermittent energy sources, and matching this generation with smartable demand will be one of the greatest challenges for the Irish energy system in the years ahead.

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Context 1. Housing Agent collected resale prices on HDB apartments in Singapore. Objective 2. To predict resale prices in to advise his potential clients. Strategies 3. Explore & Clean data for analysis. 4. Perform K-Means Clustering, in Orange, to find possible segments in the customer data. 5. Tune the model to improve its performance. 6. Visualise the findings, share conclusions, and give insight-driven recommendations. Author: Anthony mok Date: 18 Nov 2023 Email: xxiaohao@yahoo.com

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