Category: Small Data

  • Survey of 6000+ plots in Viwandani (Photo Blog)

    In the past six weeks, Spatial Collective’s team visited approximately 6000 plots in Viwandani Area in Nairobi and completed thousands of interviews touching on access to sanitation facilities. To complete a project this size in such a short time, project planning and good teamwork are essential. Images below represent one of our fieldwork planning meetings…

  • Creating landlord and plot profiles of Viwandani Area

    Spatial Collective is currently conducting a door-to-door survey for the purpose of collecting data on sanitation facilities and creating landlord and plot profiles in one of Nairobi’s informal settlements. We are providing the manpower to conduct the survey and have also trained additional people from the settlement to help with the work. To fulfill the…

  • Mapping Safe and Unsafe Areas in Informal Settlements

    In our efforts to determine safe and unsafe areas of Soweto Kayole – as perceived by the residents, we first developed a base map of the area. Around twenty participants from the area mapped several hundred locations depicting amenities related to safety and security or crime. Some of the points collected were: a police station and…

  • Men’s and Women’s Perceptions of Safety Related to Mobility in Informal Settlement

    How are spaces in informal settlements traversed differently according to gender? Which paths are the most travelled in a community, when and why? Does gender influence perceptions of safety when it comes to movements within the informal settlement? These are some of the questions we wanted to answer during participatory mapping to support Kenya Informal…

  • The Power of Community Mapping and Community Data

    In June 2016, ten youth from Mathare digitized more than a thousand structures in Kayole Soweto, creating a building footprint of the area. At the same time, twenty community members from Soweto, mapped several hundreds of amenities including hospitals, clinics, pharmacies, schools, security lights, religious institutions, bars, government offices, etc. In just one week, under…

  • #HarlemFirst Community Mapping Workshop

    In late January, I was invited by Leetha Filderman of PopTech and Cheryl Heller of the School of Visual Arts, MFA Design for Social Innovation (DSI) program, to run a masterclass on community mapping for Harlem First initiative. The initiative is a collaboration between DSI, PopTech, Arnhold Institute for Global Health, and Strive, and its…

  • PopTech Talk

    I was recently honored by being selected as a 2015 PopTech Social-Innovation Fellow. I had the pleasure to participate in a week long training program with eight other amazing fellows, organized on the beautiful island of North Haven, in Maine. The training program was led by a variety of astonishing faculty and it consisted of…