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MAPPING DATA 
A guide for making geodata visualizations
CIVIC 
HACKERS 
MAPPABLE.INFO 
WE AREN‘T JOURNALISTS, BUT... 
BLOGGER 
MAPPABLE.INFO 
URBAN PLANERS 
@PatrickStotz @A_Tack
WHY WE MAKE MAPS 
and why journalists should do so more often 
MAPPABLE.INFO
MAPPABLE.INFO 
TO DISCOVER OTHERWISE 
HIDDEN PATTERNS 
Source: John Snow 1854, public domain, http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg
TO COMMUNICATE WELL 
KNOWN PATTERNS MORE CLEARLY 
MAPPABLE.INFO 
Source: Michel Jansen (@dawuss / twitter) https://twitter.com/dawuss/status/382163898566057984/photo/1 by Berliner Morgenpost 2013
TO GAIN INSIGHTS & 
IMPROVE DECISSION MAKING 
MAPPABLE.INFO 
Source: http://senseable.mit.edu/livesingapore/images/raining_taxis_lg.png - LIVE Singapore! MIT Senseable City Lab
INCREASE TRAFFIC 
ON YOUR SITE :-) 
MAPPABLE.INFO 
Source: http://readingbyeugene.files.wordpress.com/2013/12/screen-shot-2013-12-23-at-11-31-00-am.png
NECESSARY KNOW HOW 
FOR MAKING GEODATA VISUALIZATIONS 
1 
MAPPABLE.INFO 
Finding / generating data sets 
a) Searching data for a given story 
b) Searching a story inside a given data set 
Software skills and geospatial analytics 
a) Software skills (->Mappable Toolset) 
b) Skills in (exploratory) geodata analytics 
Presenting / visualizing / validating 
a) Dataviz types and techniques 
b) Validating results 
2 
3
ALMOST EVERYTHING 
IS “MAPPABLE” 
(geo-) data everywhere 
MAPPABLE.INFO 
1
MAPPABLE.INFO 
“Geodata is digital information, 
that can be related 
to a specific spatial location” 
Wikipedia 
BUT: where to find the necessary data sets for your 
project?
OPEN DATA 
PLATFORMS 
GERMANY . 
MAPPABLE.INFO
GEOCODING 
ADDRESSES 
MAPPABLE.INFO
SELF GENERATED 
e.g. GPS TRACKING 
MAPPABLE.INFO 
MAPPABLE.INFO
SELF DRAWN 
e.g. QGIS 
MAPPABLE.INFO
WE ♥ UNUSUAL 
DATA SOURCES 
Examples from MAPPABLE.INFO 
MAPPABLE.INFO
OPEN DATA: 
NON-VOTERS 
MAPPABLE.INFO
MAPPABLE.INFO 
GEOCODING: 
PHONE DIRECTORIES
MAPPABLE.INFO 
SCRAPING: 
TAXI DATA
SCRAPING: 
TAXI DATA 
MAPPABLE.INFO 
Average speed
MAPPABLE.INFO 
SCRAPING: 
CARSHARING DATA
MAPPABLE.INFO
SELF DRAWN DATA: 
LIMITED ACCESSIBILITY 
MAPPABLE.INFO
IS THIS ALL 
COMPLICATED GIS STUFF? 
A look into our toolbox 
MAPPABLE.INFO 
Warning: 
nerdy stuff 
2
MAPPABLE.INFO 
LIVE DEMO - FROM DATASET TO MAP 
1. Gathering address data of refugee homes in Hamburg 
2. Geocoding addresses using http://www.gpsvisualizer.com/geocoder/ 
3. Importing and styling the data using QGIS 
4. Adding district borders and median income 
5. Exporting the map to the web using qgis2leaf
MAPPABLE.INFO 
CHOOSING THE RIGHT TOOLS - 
OUR TOOLBOX 
http://tiny.cc/mappable_tools_en
MAPFAILS 
Validating Geodata 
MAPPABLE.INFO 
3
MAPPABLE.INFO 
SPEECHLESS 
mapfail.tumblr.com/ 
Source: mapfail.tumblr.com/
UNDERSTANDING 
GEODATA 
MAPPABLE.INFO 
Source: http://www.economist.com/node/1788311
UNDERSTANDING 
GEODATA 
Source: http://www.economist.com/node/1788311 MMAAPPPPAABBLLEE..IINNFFOO
MAPPABLE.INFO 
VALIDATING 
GEODATA 
Source: http://aureliamoser.com/2014/05/15/538-errors-plotting-crises-and-the-protocol-of-reprocessing-data/
VALIDATING 
GEODATA 
Source: http://aureliamoser.com/2014/05/15/538-errors-plotting-crises-and-the-protocol-of-reprocessing-data/ MAPPABLE.INFO
MAPPABLE CHEAT-SHEET 
A simple checklist for creating geovisualizations in data 
journalism 
http://tiny.cc/mappable_checklist_en 
MAPPABLE.INFO 
❏ data handling 
❏ cartographic representation 
❏ visual implementation 
❏ legend and attribution 
❏ interactivity
MAPPING DATA 
questions? 
@PatrickStotz 
@A_Tack

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Mapping Data - A guide for making geodata visualizations