Everything is spatial

Where it happened is critical to know to figure out why and how it happened

Open Data

Barriers to working with open data

Data dashboards

for SDG Data https://sdg-tracker.org/ 

https://ourworldindata.org/grapher/proportion-using-safely-managed-drinking-water

https://ourworldindata.org/grapher/total-oda-for-water-supply-and-sanitation-by-recipient

Same data - graduate symbol - investment in water resources

Esri Online

Data portals

Data portals

Tabular data  https://unstats.un.org/sdgs/indicators/database/?indicator=6.a.1

Data portals

Software as a Service (SaaS)

Platform As a Service (Paas)

https://the-sdgs.opendata.arcgis.com/

https://unstats-undesa.opendata.arcgis.com/

SDG indicator tiers

•Incomplete indicators

•Tier I: internationally established methodology and standards

•Data regularly produced for at least 50 percent of countries and of the population in every region

•Tier II: data not regularly produced by countries

•Tier III: methodology or standards are being (or will be) established

https://unstats.un.org/sdgs/iaeg-sdgs/tier-classification/ 

Did you know?

Heterogeneity SDG indicators

Metadata Repository https://unstats.un.org/sdgs/metadata/ 

Give yourself time to find and

to interact with data before you commit to a story dataset

Epistemology

Positionality

Reflexivity 

and their influence

on how we process data and create visualizations 

Equitable work allocation in this room