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OneCity Blog Series

Welcome to SA&CP and NOVAYA Labs’ five-part blog series on data, spatial planning, and public and private sector investment for sustainable urban development, focusing on the Johannesburg Metropolitan Municipality. The series explores how data has been used to drive strategic spatial planning, integrated development planning and investment from within the Metro. We also track developments in open data in Johannesburg and South Africa, and how urban data has been leveraged by the private sector and civil society in South Africa.

Open Data

1 min read

Open Data

1 min read


Jun 10, 2021

Data, Analytics and Spatial Planning in Johannesburg: A way forward

With thanks to Miriam Maina and Peter Magni This is the final blog in our series on data, spatial planning, and public and private sector investment in the City of Johannesburg. Towards a Third Wave of Open Data In tracking the evolution of the ‘open data’ movement, sector experts at…

City Data

6 min read

Data, Analytics and Spatial Planning in Johannesburg: A way forward
Data, Analytics and Spatial Planning in Johannesburg: A way forward
City Data

6 min read


May 21, 2021

Urban Data and Analytics in Johannesburg and South Africa

By Peter Magni, with thanks to Miriam Maina We live in an era of abundant data, but inequities and asymmetries in accessing this data have considerably stunted the collective capability to apply and re-use it for positive change. …

Open Cities

5 min read

Urban Data and Analytics: emerging opportunities in Johannesburg and South Africa
Urban Data and Analytics: emerging opportunities in Johannesburg and South Africa
Open Cities

5 min read


May 12, 2021

Urban Data Trends, Challenges and Opportunities in Johannesburg

By Peter Magni, with thanks to Miriam Maina How the City generates and manages data Managing a large city such as Johannesburg requires a significant volume of data and subsequent analysis of this data, for the coordination and management of land use, and the provision and operation of public infrastructure…

Urban Data

6 min read

Urban Data Trends, Challenges and Opportunities in Johannesburg
Urban Data Trends, Challenges and Opportunities in Johannesburg
Urban Data

6 min read


May 6, 2021

A Perspective on Data-Driven Transformation in Johannesburg

With thanks to Peter Magni and Miriam Maina Fixing Cities Rapid urbanisation is acknowledged as a cause and manifestation of the world’s current environmental challenges. Creating a more sustainable global future will require creating, transforming, or retrofitting existing urban systems to achieve social, environmental, and economic sustainability. This blog uses…

Urban Transformation

2 min read

A Perspective on Data-Driven Transformation in Johannesburg
A Perspective on Data-Driven Transformation in Johannesburg
Urban Transformation

2 min read


Apr 26, 2021

The 4IR, Data, and Spatial Transformation in Johannesburg

Dr. Miriam M. Maina The Fourth Industrial Revolution (4IR) has been lauded for its potential to accelerate global social and economic transformation, raise income levels, and improve the quality of life. The 4IR is distinguished from previous industrial revolutions by increased fusion of technologies and the blurring of lines across…

Sustainable Development

3 min read

Data, the 4IR and spatial transformation in Africa’s Major Cities
Data, the 4IR and spatial transformation in Africa’s Major Cities
Sustainable Development

3 min read

OneCity

OneCity

14 Followers

For transparent and data-driven urban transformation

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  • Shay Koren

    Shay Koren

  • Andrew Tovey

    Andrew Tovey

  • Julia Lipton

    Julia Lipton

  • Miriam Maina

    Miriam Maina

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    Sarah Charlton

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