Urban Informatics
portes grátis
Urban Informatics
Using Big Data to Understand and Serve Communities
O'Brien, Daniel T.
Taylor & Francis Ltd
12/2022
340
Mole
Inglês
9781032264592
15 a 20 dias
625
Descrição não disponível.
1 Introduction 2 Welcome to R 3 Telling a Data Story: Examining Individual Records 4 The Pulse of the City: Observing Variable Patterns 5 Uncovering Information: Making and Creating Variables 6 Measuring with Big Data 7 Making Measures from Records: Aggregating and Merging Data 8 Mapping Communities 9 Advanced Visual Techniques 10 Beyond Measurement: Inferential Statistics (and Correlations) 11 Identifying Inequities across Groups: ANOVA and t-Test 12 Unpacking Mechanisms Driving Inequities: Multivariate Regression 13 Advanced Analytic Techniques 14 Emergent Technologies
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R statistical software;urban informatics;city planning;Data Frame;Data Generation Process;Land Surface Temperature;Urban Heat Island;Unit III;Open Data Portal;Average Census Tract;Violate;Sensor Networks;Interpretive Skills;Census Tracts;Data Set;Unique Identifiers;Spatial Data;Merging Data Sets;Dot Plot;Urban Heat Island Effect;South Boston Waterfront;Allegheny County;Fitness Tracker;Latent Construct Model;Standardized Beta;Unstandardized Betas;Post-hoc Tests
1 Introduction 2 Welcome to R 3 Telling a Data Story: Examining Individual Records 4 The Pulse of the City: Observing Variable Patterns 5 Uncovering Information: Making and Creating Variables 6 Measuring with Big Data 7 Making Measures from Records: Aggregating and Merging Data 8 Mapping Communities 9 Advanced Visual Techniques 10 Beyond Measurement: Inferential Statistics (and Correlations) 11 Identifying Inequities across Groups: ANOVA and t-Test 12 Unpacking Mechanisms Driving Inequities: Multivariate Regression 13 Advanced Analytic Techniques 14 Emergent Technologies
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
R statistical software;urban informatics;city planning;Data Frame;Data Generation Process;Land Surface Temperature;Urban Heat Island;Unit III;Open Data Portal;Average Census Tract;Violate;Sensor Networks;Interpretive Skills;Census Tracts;Data Set;Unique Identifiers;Spatial Data;Merging Data Sets;Dot Plot;Urban Heat Island Effect;South Boston Waterfront;Allegheny County;Fitness Tracker;Latent Construct Model;Standardized Beta;Unstandardized Betas;Post-hoc Tests
