Alasdair Rae & Cecilia Wong 
Applied Data Analysis for Urban Planning and Management [PDF ebook] 

Introduction: The Promises and Pitfalls Of Data For Urban Planning – Alasdair Rae
What’s New in Urban Data Analytics? – Elisabete A. Silva, Lun Liu, Heeseo Rain Kwon, Haifeng Niu, Yiqiao Chen, Jose Reis
Indicators and Urban Planning: The Big Data Opportunities And Challenges – Cecilia Wong
Crowdsourced Geographic Information For Urban Planning And Management – Adipandang Yudono
Design and Narrative Techniques For Urban Data Visualisation – Duncan A. Smith
City Dashboards And 3D Geospatial Technologies For Urban Planning And Management – Oliver Dawkins, Rob Kitchin, Gareth Young, and Tomasz Zawadzki
Data Analytics, Urban Form and Climate Change: The Urban Climate Map – Chao Ren , Edward Ng, Jason Wai Po Tse, Pak Shing Yeung, Jimmy Chi Hung Fung, Gerald Mills, Jason Ching, Benjamin Bechtel, Linda See
Data Analytics and Modelling Accessibility Change Of High-Speed Rail Network Development: A Door-To-Door Approach – Lei Wang
Understanding Migrant-Local Neighbourly Relations In Shanghai: Empirical Urban Research In A Data-Sparse Setting – Zheng Wang
Conclusion: Beyond Analytics: Planning-Led Or Planning-Lag? – Cecilia Wong

Cecilia Wong is Professor of Spatial Planning and Director of Spatial Policy and Analysis Lab of the Manchester Urban Institute, the University of Manchester. She is Fellow of the UK Academy of Social Sciences; Fellow of the Royal Town Planning Institute; and Chair of the UK 2021 Research Excellence Framework ‘Architecture, Built Environment and Planning’ sub-panel. She has research expertise in strategic spatial planning, policy monitoring and analysis, urban and regional development, and housing and infrastructure planning, and urban planning in China. She was a commissioner of the UK2070 Commission on Regional Inequalities, a commissioner of the Labour Party’s Lyons Independent Housing Review, a member of Department for Communities and Local Government’s expert panel on housing and planning, an expert panel member of the European Commission’s Urban Audit II, and an expert group member of the UN-Habitat City Prosperity Index.