Open Data South Africa Toolkit
  • Introduction
  • How can I activate a local data community?
  • How can government manage data for social impact?
  • Applications and tools
  • Open data resources
    • Working with spatial data in South Africa
    • Spatial, land and infrastructure data resources
    • Water, sanitation and climate data resources
    • Public finance and governance data resources
    • Company and private investment data resources
    • Healthcare data resources
    • Air quality data resources
    • Education data resources
    • Demographic and survey data resources
    • Police & defence data resources
    • Cultural and heritage data resources
    • Economy, employment, trade and industry data resources
    • Agriculture data resources
    • Media and democracy data resources
  • Activities and notices
    • Cultural Data Hackathon
    • Notice: Data extracts from NHI Bill
    • Notice: Data extracts from Land Reform Report
    • Challenge: Healthy Environment
    • Challenge: Spatial Transformation
    • Challenge: Accessible Healthcare
    • Campaign: Countering misinformation on social media
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On this page
  • Example open data-based applications in South Africa
  • Visualisation and storytelling
  • Extracting and cleaning data
  • Mapping spatial data

Applications and tools

New page started, contributions welcome

PreviousHow can government manage data for social impact?NextWorking with spatial data in South Africa

Last updated 2 years ago

Example open data-based applications in South Africa

visualises Stats SA Census 2011 and Community Survey 2016 data

is launching a new version soon

Atlas decision-support tool uses infrastructure and natural resource data

runs regular data stories on economic topics

draws on medicine pricing data from the NDoH

uses planning and performance data from cities

and visualises fiscal data from Treasury

Transport apps like have drawn on open data from cities

and make it easier to view legal and legislative data

air quality index and dashboard draw on air quality data

and economic intelligence tools draw on Stats SA data

Visualisation and storytelling

For visualisation, there are many to try out like and . If you're more technical and using Python or R, have a look at this .

Have a look at these storytelling including , , and .

Extracting and cleaning data

Mapping spatial data

For creating infographics, there are tools like .

For mapping relationships or networks as a story try , see of three musicians in a recording ecosystem. is also popular for network visualisation.

If you want to get data tables out of PDFs you can try , , or / Camelot.

is good for cleaning data.

If you want to extract and analyse text in articles or books (e.g. to identify people and places) there are lots of tools to try like , and .

For mapping, something like is easier to use. For more detail on other tools and working with spatial data see .

Wazimap
South African Cities Open Data Almanac (SCODA)
BioEnergy
Durban EDGE Open Data Portal
Medicine Pricing Registry
Planning for Informality
Municipal Money
Vulekamali
GoMetro
Open Gazettes
Laws.Africa
SAAQIS
Regional eXplorer
EasyData
Flourish
Datawrapper
summary of libraries
tools from Knightlab
Timeline
StoryMap
Soundcite
Juxtapose
Infogram
GraphCommons
this example
Kumu
Tabula
pd3f
Excalibur
OpenRefine
TextRazor
Intellexer
Google's Natural Language
Kepler
this page