Big Data Systematic Map

Education_

Ensure inclusive and equitable quality education and promote life-long learning opportunities for all

Economic development and livelihoods

End poverty in all its forms everywhere; Promote sustained, inclusive and sustainable economic growth, full and productive employment and decent work for all

Please click on the link to access the submap: https://gapmaps.3ieimpact.org/evidence-maps/economic-development-and-livelihoods

Sustainable agriculture and food security

End hunger, achieve food security and improved nutrition and promote sustainable agriculture

Health and well-being

Ensure healthy lives and promote well-being for all ages.

Please click the link to access the submap: https://gapmaps.3ieimpact.org/evidence-maps/health-and-well-being

Governance and human rights

Achieve gender equality and empower all women and girls; Reduce inequality within and among countries; Promote peaceful and inclusive societies for sustainable development, provide access to justice for all and build effective, accountable and inclusive institutions at all levels.

Please click on the link to access the submap: https://gapmaps.3ieimpact.org/evidence-maps/governance-and-human-rights

Water and sanitation.

Ensure availability and sustainable management of water and sanitation for all.

Energy, industry and infrastructure provision

Ensure access to affordable reliable, sustainable, and modern energy for all; Build resilient infrastructure promote inclusive and sustainable industrialization and foster innovation

Urban Development

Make cities and human settlements inclusive, safe, resilient and sustainable

Please click on the link to access the submap: https://gapmaps.3ieimpact.org/evidence-maps/urban-development

Environment sustainability

Ensure sustainable consumption and production patterns; Take urgent action to combat climate change and its impacts; Conserve and sustainable use the oceans, seas and marine resources for sustainable development; Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss.

Please click the link to access the submap: https://gapmaps.3ieimpact.org/evidence-maps/environmental-sustainability

Global partnerships

Strengthen the means of implementation and revitalize the global partnership for sustainable development.

Data from satellites

Open data available from a number of sources. For example, DMSP-OLS, VIIRS, Landsat, ESA Land Cover, etc.

Data from fixed sensors

Home automation, Weather / pollution sensors, Traffic sensors / webcam, Security / surveillance videos/images, and activity records such as electricity meters (mostly administrative data collected by the authorities as a part of regular monitoring).

Data from mobile sensors (tracking)

Community or privately owned drones (common property or privately held data), Mobile phone GPS (open data available from google), Vehicle GPS and Self-tracking Apps (proprietary data)

Social networks

Text, meta-data and location data from social networking sites, opinion platforms, blogs, pictures, videos, etc. such as Twitter, Facebook, LinkedIn, YouTube, Wiki pages

Internet searches

Internet text and internet search queries i.e. Google Trends; web logs (open data).

Citizen reporting and crowd sourced data

OpenStreetMap (OSM), Data from Humanitarian Data Exchange (HDX) platform, etc.

Mobile data content

Text messages

Cellphone call records data (CDR)

Mobile call detail records (CDR) that provide metadata on when the call took place, cost, time and the recipient of the call; location of the caller and recipient; and the users’ mobility, social interaction and airtime transaction details; top up data.

Data produced by public agencies

Medical records, Postal data, Tax data, etc.

Data produced by businesses

E-commerce transaction records and credit card transaction records, ATM transactions, mobile money transfers, savings and loan repayments (collected by the service provider as a part of regular business operation and monitoring. Proprietary and commercially sensitive data.). Tolls and public transport card use data.