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, with the choice depending on the data available and the objectives of the analysis. Potential approaches include employing Machine Learning models (unsupervised, semi-supervised, or supervised
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equity is a foundational element of conceptual frameworks for sustainable urban development, its implementation often falls short in practice, creating a gap between theory and reality (Ahmad, 2024
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techniques. Experience with Python and data analysis tools. Ability to work both independently and as part of a team. Strong problem-solving skills and attention to detail. Learning and Development
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at Nottingham Trent University and De Montfort University, but incorporating insights from models of entrepreneurial motivation and aspiration pertinent to deprived areas. This will allow statistical analysis
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, surveys, questionnaires, etc. Data Analysis: Qualitative data can be analysed using thematic Analysis, Fuzzyset Qualitative Comparative Analysis (FsQCA), etc. Quantitative data can be analysed using Trend
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collection, analysis, and interpretation, preparing research reports, contributing to publications, and presenting findings at conferences. Essential Knowledge and Experience: expertise in nanophotonics
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will be on narrative illustration which may include printed books, comics, reportage pieces, web and digital works. Such works permit sustained analysis of visual tropes of storytelling, including
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they handle competing priorities, so as not to compromise the social outcome/impact. Methodologically, a project may combine elements of different strategies and methods, such as ethnographic and participatory
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) Undertake a quantitative analysis of the determining factors of FDI using panel methods. Subnational studies of FDI in Africa are limited mainly because of data availability issues. Using a refined unit of
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employ a mixed-methods approach, combining quantitative analysis of financial data with qualitative case studies of rural agricultural communities. Data collection will include surveys, interviews, and