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Transport and Land Use Data

Werner Pretorius

This course is for city planning professionals (from graduate to executive). It will expose you to a wide spectrum of City Planning datasets and give you a taste for how we use data for decision-making in a transport and land use context.

Read more

This course is for city planning professionals (from graduate to executive). It will expose you to a wide spectrum of City Planning datasets and give you a taste for how we use data for decision-making in a transport and land use context.

It includes:

- the ideas and concepts about why we need data,

- the anatomy of individual transport and land use datasets,

- data visualisation,

- international data applications (various examples from London), and

- unpack the interplay between technology and city planning.

Enroll now

What's inside

Learning objectives

  • Why, how and what about data
  • Transport datasets
  • Land use datasets
  • Data visualisation
  • International data applications (various examples from london)
  • Data driven decision-making
  • Emerging data technologies

Syllabus

WELCOME & INTRODUCTION
Introduction
Course Navigation
WHY, HOW & WHAT
Read more
Why How What Introduction
Why we need data?
How we use data?
End Game Thinking
TYPES OF DATA SOURCES
Types of Data Sources Introduction
Origin-Destination Data
Traffic Count Data
Journey Time Data
Public Transport Data
Transport System Data
Travel Surveys
Land Use Data
DATA VISUALISATION
Data Visualisation Introduction
Historic Uses of Data Visualisation
Geographical Information Systems
Industry Applications
Datashine Census
Datashine Commute
Parkopedia
Tube Heartbeat
CDRC Maps
WebCAT
Propensity to Cycle Tool
Google Maps
Targomo
Uber Movement
Traffic Count Platforms
Crash Map
Google Public Data Explorer
EMERGING TECHNOLOGY
Emerging Technology Introduction
Sustainable Cities
Advances in Technology
Data-Driven Decision-Making
Big Data & AI
Gaming The Real World
Computer Vision
Transactional Data
Mobility Solutions
Location-Based Data
Urban Sensors
City Planning Simulation & Analytics
WRAP UP
Wrap Up and Thank You
References

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Covers techniques used in industry
Examines concepts highly relevant to city planning professionals
Provides live examples from London, which may not be transferable to other cities
Does not specify any prerequisites, which may make it difficult for beginners to follow
Provides a taste of data applications instead of comprehensive training
Taught by experienced professionals who are recognized for their work in city planning

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Activities

Coming soon We're preparing activities for Transport and Land Use Data. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Transport and Land Use Data will develop knowledge and skills that may be useful to these careers:
Transport Planner
Transport Planners develop and implement plans to improve the transportation system in a city or region. They may work for government agencies, private consulting firms, or non-profit organizations. Transport Planners use data to understand how people travel, and to identify and address transportation problems. This course would be helpful for Transport Planners because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about transportation planning.
Land Use Planner
Land Use Planners develop and implement plans for the use of land in a city or region. They may work for government agencies, private consulting firms, or non-profit organizations. Land Use Planners use data to understand how people use land, and to identify and address land use problems. This course would be helpful for Land Use Planners because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about land use planning.
Urban Planner
Urban Planners develop and implement plans for the development of cities and towns. They may work for government agencies, private consulting firms, or non-profit organizations. Urban Planners use data to understand how people live and work in cities, and to identify and address urban problems. This course would be helpful for Urban Planners because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about urban planning.
Data Analyst
Data Analysts collect, analyze, and interpret data to help businesses and organizations make informed decisions. They may work in a variety of industries, including transportation, land use, and urban planning. Data Analysts use a variety of tools and techniques to analyze data, including statistical software, data visualization tools, and machine learning algorithms. This course would be helpful for Data Analysts because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to solve real-world problems.
Geographic Information Systems (GIS) Analyst
GIS Analysts use GIS software to create and analyze maps and other spatial data. They may work in a variety of industries, including transportation, land use, and urban planning. GIS Analysts use GIS software to visualize data, identify patterns, and make informed decisions. This course would be helpful for GIS Analysts because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use GIS software to solve real-world problems.
Transportation Engineer
Transportation Engineers design, build, and maintain transportation systems. They may work for government agencies, private consulting firms, or construction companies. Transportation Engineers use data to understand how people travel, and to design and build transportation systems that are safe, efficient, and sustainable. This course would be helpful for Transportation Engineers because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about transportation engineering.
Sustainability Consultant
Sustainability Consultants help businesses and organizations to become more sustainable. They may work for private consulting firms, non-profit organizations, or government agencies. Sustainability Consultants use data to assess the environmental and social impact of businesses and organizations, and to develop and implement sustainability strategies. This course may be helpful for Sustainability Consultants because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about sustainability.
Statistician
Statisticians collect, analyze, and interpret data to help businesses and organizations make informed decisions. They may work in a variety of industries, including transportation, land use, and urban planning. Statisticians use a variety of statistical methods to analyze data, including descriptive statistics, inferential statistics, and regression analysis. This course would be helpful for Statisticians because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use statistical methods to solve real-world problems.
Environmental Engineer
Environmental Engineers design and implement solutions to environmental problems. They may work for government agencies, private consulting firms, or non-profit organizations. Environmental Engineers use data to understand the environment, and to design and implement solutions that are effective and sustainable. This course may be helpful for Environmental Engineers because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about environmental engineering.
Civil Engineer
Civil Engineers design and build infrastructure, such as roads, bridges, and buildings. They may work for government agencies, private consulting firms, or construction companies. Civil Engineers use data to understand the properties of materials, and to design and build infrastructure that is safe, efficient, and sustainable. This course may be helpful for Civil Engineers because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about civil engineering.
Data Scientist
Data Scientists use data to solve complex problems in a variety of industries. They may work for private companies, government agencies, or academic institutions. Data Scientists use a variety of tools and techniques to analyze data, including statistical software, machine learning algorithms, and data visualization tools. This course would be helpful for Data Scientists because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to solve real-world problems.
Landscape Architect
Landscape Architects design and plan outdoor spaces. They may work for private landscape architecture firms, government agencies, or non-profit organizations. Landscape Architects use data to understand the needs of their clients, and to design and plan outdoor spaces that are beautiful, functional, and sustainable. This course may be helpful for Landscape Architects because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about landscape architecture.
Urban Designer
Urban Designers design and plan the physical environment of cities and towns. They may work for government agencies, private consulting firms, or non-profit organizations. Urban Designers use data to understand how people use and experience the built environment, and to design and plan cities and towns that are livable, sustainable, and beautiful. This course may be helpful for Urban Designers because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about urban design.
Planner
Planners develop and implement plans for the development of cities, towns, and regions. They may work for government agencies, private consulting firms, or non-profit organizations. Planners use data to understand the needs of their communities, and to develop and implement plans that are sustainable and equitable. This course would be helpful for Planners because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about planning.
Architect
Architects design and build buildings. They may work for private architectural firms, government agencies, or non-profit organizations. Architects use data to understand the needs of their clients, and to design and build buildings that are safe, functional, and beautiful. This course may be helpful for Architects because it would provide them with a foundation in data analysis and visualization, and would help them to understand how to use data to make informed decisions about architecture.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Transport and Land Use Data.
Provides a comprehensive overview of urban land use planning, including the history, theory, and practice of planning. It valuable resource for students and practitioners in the field of urban planning.
Provides a practical introduction to data visualization, including the principles of data visualization, the different types of data visualizations, and how to create effective data visualizations. It valuable resource for students and practitioners who want to learn more about data visualization.
Provides a comprehensive overview of urban transportation, including the history, theory, and practice of transportation planning. It valuable resource for students and practitioners in the field of transportation planning.
Provides an overview of the use of analytics in city planning, including the different types of analytics, how to use analytics to solve planning problems, and the challenges and opportunities of using analytics in planning. It valuable resource for students and practitioners in the field of city planning.
Provides a comprehensive overview of transport planning and traffic engineering, including the history, theory, and practice of transport planning and traffic engineering. It valuable resource for students and practitioners in the field of transport planning and traffic engineering.
Provides a comprehensive overview of urban transportation networks, including the design and analysis of urban transportation networks. It valuable resource for students and practitioners in the field of urban transportation.
Provides a comprehensive overview of sustainable urban transport planning, including the history, theory, and practice of sustainable urban transport planning. It valuable resource for students and practitioners in the field of sustainable urban transport planning.
Provides a comprehensive overview of transportation economics, including the history, theory, and practice of transportation economics. It valuable resource for students and practitioners in the field of transportation economics.

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