FAQ | Problem?

cedem17 Twitter NodeXL SNA Map and Report for Friday, 19 May 2017 at 14:16 UTC
cedem17 Twitter NodeXL SNA Map and Report for Friday, 19 May 2017 at 14:16 UTC
From:
Marc_Smith
Uploaded on:
May 19, 2017
Short Description:
cedem17 via NodeXL http://bit.ly/2rzIq8m
@e_society
@opendatax
@jacquemanabat
@goraczek
@parycek
@projectsmartgov
@xingevents_gmbh
@ttoboyle

Description:
Description
The graph represents a network of 45 Twitter users whose recent tweets contained "cedem17", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 19 May 2017 at 14:16 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 59-minute period from Thursday, 11 May 2017 at 00:02 UTC to Friday, 19 May 2017 at 11:01 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 45
Unique Edges : 83
Edges With Duplicates : 60
Total Edges : 143
Number of Edge Types : 3
Mentions : 119
Tweet : 17
Replies to : 7
Self-Loops : 17
Reciprocated Vertex Pair Ratio : 0.134146341463415
Reciprocated Edge Ratio : 0.236559139784946
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 132
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.622294
Graph Density : 0.046969696969697
Modularity : 0.423713
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://infogr.am/figures_cedem_2017
[4] https://digitalgovernment.wordpress.com/2017/05/11/dave-karpf-in-10-sentences-cedem17/
[4] https://digitalgovernment.wordpress.com/2017/05/12/ines-mergel-in-10-sentences-cedem17/
[3] http://www.donau-uni.ac.at/imperia/md/content/department/gpa/zeg/dokumente/microsoft_word_-_cedem17_programm_final.pdf
[3] https://twitter.com/davekarpf/status/864762739033616384
[2] https://www.linkedin.com/pulse/call-papers-cedem17-malgorzata-zofia-goraczek
[2] https://www.linkedin.com/pulse/cedem17-workshop-smart-cities-government-research-goraczek
[2] http://www.donau-uni.ac.at/en/department/gpa/telematik/edemocracy-conference/edem/vid/23864/index.php?URL=/en/department/gpa/telematik/edemocracy-conference/23864
[1] https://twitter.com/i/web/status/841208915727642626
[1] https://twitter.com/i/web/status/864752195861757952

Top URLs in Tweet in G1:
[4] https://infogr.am/figures_cedem_2017
[3] https://digitalgovernment.wordpress.com/2017/05/12/ines-mergel-in-10-sentences-cedem17/
[3] https://digitalgovernment.wordpress.com/2017/05/11/dave-karpf-in-10-sentences-cedem17/
[3] http://www.donau-uni.ac.at/imperia/md/content/department/gpa/zeg/dokumente/microsoft_word_-_cedem17_programm_final.pdf
[2] https://twitter.com/davekarpf/status/864762739033616384
[1] https://twitter.com/i/web/status/864748877647314947
[1] https://twitter.com/i/web/status/843768372781367296
[1] http://www.donau-uni.ac.at/en/department/gpa/telematik/edemocracy-conference/edem/vid/23864/index.php?URL=/en/department/gpa/telematik/edemocracy-conference/23864
[1] https://twitter.com/i/web/status/864752195861757952
[1] https://twitter.com/i/web/status/841208915727642626

Top URLs in Tweet in G2:
[1] https://twitter.com/davekarpf/status/864762739033616384

Top URLs in Tweet in G3:
[2] https://www.linkedin.com/pulse/call-papers-cedem17-malgorzata-zofia-goraczek
[2] https://www.linkedin.com/pulse/cedem17-workshop-smart-cities-government-research-goraczek
[1] https://digitalgovernment.wordpress.com/2017/05/11/dave-karpf-in-10-sentences-cedem17/
[1] http://www.donau-uni.ac.at/en/department/gpa/telematik/edemocracy-conference/edem/vid/23864/index.php?URL=/en/department/gpa/telematik/edemocracy-conference/23864
[1] https://infogr.am/figures_cedem_2017

Top URLs in Tweet in G4:
[1] https://de.xing-events.com/cedem17
[1] https://de.xing-events.com/vi/cedem17

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/slink?code=gyYbkiq

Top URLs in Tweet in G7:
[1] http://engagephase.io/events/

Top URLs in Tweet in G8:
[1] https://digitalgovernment.wordpress.com/2017/05/12/ines-mergel-in-10-sentences-cedem17/

Top URLs in Tweet in G9:
[1] https://ellak.gr/events/cedem17-international-conference-for-e-democracy-and-open-government-2017/

Top Domains
Top Domains in Tweet in Entire Graph:
[9] wordpress.com
[9] twitter.com
[6] ac.at
[5] linkedin.com
[5] infogr.am
[2] xing-events.com
[1] engagephase.io
[1] ellak.gr

Top Domains in Tweet in G1:
[8] twitter.com
[7] wordpress.com
[5] ac.at
[4] infogr.am

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[4] linkedin.com
[1] wordpress.com
[1] ac.at
[1] infogr.am

Top Domains in Tweet in G4:
[2] xing-events.com

Top Domains in Tweet in G6:
[1] linkedin.com

Top Domains in Tweet in G7:
[1] engagephase.io

Top Domains in Tweet in G8:
[1] wordpress.com

Top Domains in Tweet in G9:
[1] ellak.gr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[92] cedem17
[8] smart
[6] keynote
[6] digitaltransformation
[5] infographic
[5] fakenews
[4] eparticipation
[4] cities
[4] governance
[3] datajournalism



Top Hashtags in Tweet in G1:
[53] cedem17
[5] keynote
[4] digitaltransformation
[4] eparticipation
[4] infographic
[3] fakenews
[3] challenges
[3] turkey
[2] digitaltools
[2] digitaldemocracy

Top Hashtags in Tweet in G2:
[8] cedem17
[1] digitaltransformation

Top Hashtags in Tweet in G3:
[15] cedem17
[6] smart
[3] cities
[3] governance
[1] keynote
[1] digitaltransformation
[1] infographic

Top Hashtags in Tweet in G4:
[8] cedem17
[2] datajournalism
[2] fakenews
[1] wine

Top Hashtags in Tweet in G5:
[2] smartcity
[2] cedem17

Top Hashtags in Tweet in G6:
[3] cedem17

Top Hashtags in Tweet in G7:
[2] cedem17
[2] getsummit
[2] pdxengage17
[1] demopart

Top Hashtags in Tweet in G8:
[1] cedem17

Top Words
Top Words in Tweet in Entire Graph:
[30] Words in Sentiment List#1: Positive
[8] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1276] Non-categorized Words
[1314] Total Words
[98] cedem17
[28] e_society
[25] keynote
[13] speaker
[12] government

Top Words in Tweet in G1:
[53] cedem17
[20] keynote
[15] e_society
[10] speaker
[9] 10
[9] sentences
[9] davekarpf
[8] kerenflavell
[8] ttoboyle
[7] starting

Top Words in Tweet in G2:
[8] cedem17
[7] presenting
[6] maarja
[6] toots
[6] results
[6] opengovint
[6] project
[6] ricardomatheus
[6] hmarijn
[6] robertkrimmer

Top Words in Tweet in G3:
[17] cedem17
[10] smart
[9] e_society
[8] goraczek
[5] workshop
[5] cities
[4] keynote
[4] linkedin
[3] presented
[3] projectsmartgov

Top Words in Tweet in G4:
[10] cedem17
[5] panel
[5] discussion
[3] here
[3] very
[3] interesting
[3] fake
[3] news
[3] e_society
[2] government

Top Words in Tweet in G5:
[2] explain
[2] smartcity
[2] ecosystems
[2] 6
[2] minutes
[2] joachim
[2] rocking
[2] cedem17
[2] vlerickbt

Top Words in Tweet in G6:
[4] cedem17
[3] track
[3] paper
[3] open
[2] jason
[2] r
[2] baron
[2] now

Top Words in Tweet in G7:
[2] week
[2] cedem17
[2] e
[2] democracy
[2] getsummit
[2] election
[2] tech
[2] pdxengage17
[2] news
[2] media

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[12] 10,sentences
[11] keynote,cedem17
[10] sentences,cedem17
[9] keynote,speaker
[9] ines,mergel
[8] panel,discussion
[7] e,democracy
[6] new,forms
[6] cedem17,workshop
[6] workshop,smart

Top Word Pairs in Tweet in G1:
[9] 10,sentences
[8] keynote,cedem17
[8] keynote,speaker
[7] sentences,cedem17
[6] ines,mergel
[4] new,forms
[4] cedem17,digitaltransformation
[4] kerenflavell,cedem17
[4] e_society,keynote
[4] cedem17,figures

Top Word Pairs in Tweet in G2:
[6] maarja,toots
[6] toots,presenting
[6] presenting,results
[6] results,opengovint
[6] opengovint,project
[6] project,cedem17
[6] cedem17,ricardomatheus
[6] ricardomatheus,hmarijn
[6] hmarijn,robertkrimmer
[5] annekezuiderwyk,maarja

Top Word Pairs in Tweet in G3:
[5] cedem17,workshop
[5] workshop,smart
[5] smart,cities
[5] cities,smart
[4] goraczek,linkedin
[3] presented,projectsmartgov
[3] projectsmartgov,cedem17
[3] smart,governance
[2] new,forms
[2] keynote,cedem17

Top Word Pairs in Tweet in G4:
[5] panel,discussion
[3] here,cedem17
[3] cedem17,very
[3] very,interesting
[3] interesting,panel
[3] discussion,fake
[3] fake,news
[2] government,empowers
[2] empowers,citizens
[2] citizens,open

Top Word Pairs in Tweet in G5:
[2] explain,smartcity
[2] smartcity,ecosystems
[2] ecosystems,6
[2] 6,minutes
[2] minutes,joachim
[2] joachim,rocking
[2] rocking,cedem17
[2] cedem17,vlerickbt

Top Word Pairs in Tweet in G6:
[2] jason,r
[2] r,baron

Top Word Pairs in Tweet in G7:
[2] week,cedem17
[2] cedem17,e
[2] e,democracy
[2] democracy,getsummit
[2] getsummit,election
[2] election,tech
[2] tech,pdxengage17
[2] pdxengage17,news
[2] news,media
[2] media,engagement

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@e_society
@davekarpf
@parycek
@ttoboyle
@kerenflavell
@goraczek
@opengovint
@ricardomatheus
@hmarijn
@robertkrimmer

Top Mentioned in G1:
@e_society
@davekarpf
@kerenflavell
@parycek
@ttoboyle
@inesmergel
@vavoida
@erupkus
@goraczek
@projectsmartgov

Top Mentioned in G2:
@opengovint
@ricardomatheus
@hmarijn
@robertkrimmer
@annekezuiderwyk
@e_society
@ttoboyle
@davekarpf

Top Mentioned in G3:
@e_society
@goraczek
@linkedin
@projectsmartgov
@ttoboyle
@davekarpf
@parycek
@kerenflavell
@mortenmeyerhoff
@mortenme

Top Mentioned in G4:
@e_society
@xingevents_gmbh
@ciferr_ubc
@jacquemanabat

Top Mentioned in G5:
@vlerickbt
@lieselot_d

Top Mentioned in G6:
@natepayne

Top Mentioned in G7:
@engagephase

Top Mentioned in G8:
@wordpressdotcom

Top Tweeters
Top Tweeters in Entire Graph:
@smartcityfeed
@cjmragasa
@wordpressdotcom
@dieterzirnig
@vavoida
@planspark
@linkedin
@jacquemanabat
@davekarpf
@smartecocity

Top Tweeters in G1:
@dieterzirnig
@vavoida
@davekarpf
@inesmergel
@jramongilgarcia
@ttoboyle
@parycek
@donau_uni
@e_society
@kleemannmarc

Top Tweeters in G2:
@trv1976
@stutisaxenaogd
@hmarijn
@ricardomatheus
@opendatax
@annekezuiderwyk
@opengovint
@robertkrimmer

Top Tweeters in G3:
@linkedin
@smartecocity
@admire2mare
@goraczek
@mortenmeyerhoff
@projectsmartgov
@mortenme

Top Tweeters in G4:
@cjmragasa
@jacquemanabat
@myprivate42
@xingevents_gmbh
@astiksinha
@ciferr_ubc

Top Tweeters in G5:
@smartcityfeed
@vlerickbt
@lieselot_d

Top Tweeters in G6:
@natepayne
@martijnhartog

Top Tweeters in G7:
@planspark
@engagephase

Top Tweeters in G8:
@wordpressdotcom
@anncarlowgirl

Top Tweeters in G9:
@abiertogob