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digital methods
fav tool medley
Digital Methods Summer School 2014, Amsterdam, 23 June - 4 July
Tomás Saraceno, galaxies forming along filaments, Venice Biennial 2009
anne helmond
www.digitalmethods.net
medley?
1. a diverse assortment or mixture
2. a musical composition made up of a series of songs or
short pieces
!
<a medley of snack foods available on the buffet table>
new methods and tools for
social and cultural research
digital methods initiative tool database:
tools.digitalmethods.net
digital methods initiative tool database:
tools.digitalmethods.net
research question -> operationalization &
method: often a chain of tools
cablegate
Question: Do the sources acknowledge cablegate?
The Response of the Source
1.Get all links for US embassy websites: 

http://www.usembassy.gov/
2.Compile list of embassies mentioned in cables:
http://wikileaks.ch/cablegate.html
3.Compare lists
4.Query mentioned embassies for:
1. wikileaks
2. "Julian Assange"
3. Assange
4. cablegate
5.Get number of cables per embassy
6.Visualize output
https://wiki.digitalmethods.net/Dmi/ResponsesoftheSources
aim: get links
tool: link ripper
result: links!
repeat & paste in spreadsheet
tool: compare lists
aim: get #nr mentions
tool: googlescraper (Lippmannian Device)
result: tagclouds
aim: get most leaked embassy
tool: Google Docs build on leakfeed API
further analysis
digital methods
search as research
the nationality of rights types
Research project by the Digital Methods Initiative Summer School 09
https://wiki.digitalmethods.net/Dmi/NationalityofIssues
the point of departure of search as research, or
societal search, may be summarized as follows:
we look at Google results and see society,
instead of Google. That is to say, including its
‘artifacts,’ engine results put much on display –
from source competition and standing to
longevity and commitment. (Rogers 2013)	

search as research
digital methods
Can the search engine be repurposed to
show which rights are specific per country?
research question
.nl (Dutch), .be (Dutch, French),
.com/.co.uk/.com.au/(English),
.it (Italian), .ro (Romanian),
.md (Moldavian), .ca (French, English),
.fr (French), .de/.at/.lu (German),
.fi (Finnish), .se (Swedish), .ee (Estonian),
.ru (Russian)
“Query design” is the practice of formulating a
query so the results can be interpreted as
indications and findings (however clue-like), as
opposed to mere information retrieved or
optimization and manipulation exposed (however
fascinating). (Rogers 2013, 111)	

search as research
“query design”
Google.se with query“rattigheter”(13.07.09)
Google.fi with query“oikeudet”(13.07.09)
Google.ee with query“oigused”(15.07.09)
Google.lv with query“tiesibas”(16.07.09)
Google.co.uk with query“rights”(13.07.09)
Google.nl with query“rechten”(13.07.09)
Google.fr with query“droits”(14.07.09)
Google.pt with query“direitos”(14.07.09)
Google.es with query“derechos”(13.07.09)
the nationalities of issues
https://wiki.digitalmethods.net/Dmi/NationalityofIssues
mapping the dutch blogosphere
tool: issuecrawler
https://wiki.digitalmethods.net/Dmi/DutchBlogosphere2003
tool: issuecrawler
result: network graph IssueCrawler -> Gephi
the historical dutch blogosphere
tool: harvester
result: links!
the historical dutch blogosphere
NL Blogosphere
deceased blogs
tool: linkripper
tool: Censorship Explorer
(= Get HTTP response status codes from Censorship Explorer)
tool: wikipedia bot edits scraper
https://wiki.digitalmethods.net/Dmi/NetworkedContent
tool: wikipedia bot edits scraper
https://wiki.digitalmethods.net/Dmi/NetworkedContent
tool: wikipedia bot edits scraper
https://wiki.digitalmethods.net/Dmi/NetworkedContent
tool: censorship explorer
https://mappingiranonline.digitalmethods.net/
tool: censorship explorer
https://wiki.digitalmethods.net/Dmi/NetworkedContent
tool: censorship explorer &
tool: dorling map generator
https://mappingiranonline.digitalmethods.net/
tool:
TCAT
tool: netvizz
tool: tracker tracker
Tracker Tracker -> Gephi
Tracker Tracker -> Gephi
trackers: facebooktrackers: facebook
bonus tools!
OpenRefine
A free, open source, power tool for working with messy data
!
http://openrefine.org/
bonus tools!
bonus tools!
tools from colleagues
http://tools.medialab.sciences-po.fr/
bonus tools!
tools from colleagues
http://raw.densitydesign.org/
anne@digitalmethods.net

kthnxbai!

tool wizzard: erik borra

kthxbai!
www.digitalmethods.net
anne@digitalmethods.net
@silvertje

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Digital Methods Summer School 2014 Tool Medley