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#SIEx Twitter NodeXL SNA Map and Report for Friday, 24 May 2019 at 16:08 UTC (experimental version)
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From:
Marc_Smith
Uploaded on:
May 24, 2019
Short Description:
#SIEx via NodeXL http://bit.ly/2HNO6VW
@angelikalattner
@thedataagent
@naumannpatrick
@paul4innovating
@wswmuc
@philippbohn
@fannyschlutius
@akwyz
@cyrilcoste
@crudinschi

Top hashtags:
#siex
#influencer
#siexberlin
#data
#influencers
#ai
#disruption
#innovation

Description:
Description
The graph represents a network of 26 Twitter users whose recent tweets contained "#SIEx", 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, 24 May 2019 at 16:08 UTC.

The tweets in the network were tweeted over the 2-day, 2-hour, 3-minute period from Wednesday, 22 May 2019 at 13:59 UTC to Friday, 24 May 2019 at 16:03 UTC.

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 : 26
Unique Edges : 113
Edges With Duplicates : 90
Total Edges : 203
Number of Edge Types : 4
Mentions : 163
Replies to : 18
Retweet : 20
Tweet : 2
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.265486725663717
Reciprocated Edge Ratio : 0.41958041958042
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 26
Maximum Edges in a Connected Component : 203
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.742604
Graph Density : 0.22
Modularity : 0.17737
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[4] https://twitter.com/TheDataAgent/status/1131199496967348224
[1] https://twitter.com/TheDataAgent/status/1131609339389763585
[1] https://twitter.com/thedataagent/status/1131194186714292225
[1] https://twitter.com/CRudinschi/status/1131199596049391616
[1] https://twitter.com/CyrilCoste/status/1131607900768612352

Top URLs in Tweet in G1:
[1] https://twitter.com/TheDataAgent/status/1131199496967348224

Top URLs in Tweet in G2:
[2] https://twitter.com/TheDataAgent/status/1131199496967348224
[1] https://twitter.com/CyrilCoste/status/1131607900768612352
[1] https://twitter.com/CRudinschi/status/1131199596049391616
[1] https://twitter.com/TheDataAgent/status/1131609339389763585
[1] https://twitter.com/thedataagent/status/1131194186714292225

Top URLs in Tweet in G3:
[1] https://twitter.com/TheDataAgent/status/1131199496967348224

Top Domains
Top Domains in Tweet in Entire Graph:
[8] twitter.com

Top Domains in Tweet in G1:
[1] twitter.com

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

Top Domains in Tweet in G3:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] siex
[8] influencer
[4] siexberlin
[3] data
[2] influencers
[2] ai
[2] disruption
[2] innovation
[2] siemensinfluencercommunity
[2] teamsiemens



Top Hashtags in Tweet in G1:
[4] siex
[1] munich
[1] influencer

Top Hashtags in Tweet in G2:
[10] siex
[2] siemensinfluencercommunity
[2] siexberlin
[2] teamsiemens
[2] influencer
[2] ai
[1] unlockthepotential
[1] tangibleresults
[1] disruption
[1] innovation

Top Hashtags in Tweet in G3:
[4] siex
[3] data
[2] influencers
[1] influencer
[1] innovation
[1] disruption
[1] tech
[1] siexberlin

Top Hashtags in Tweet in G4:
[4] influencer
[1] smartcities
[1] gameofthrones
[1] fashion
[1] fakenews
[1] cybersecurity
[1] migration
[1] analytics
[1] diversity
[1] urbangardening

Top Words
Top Words in Tweet in Entire Graph:
[38] Words in Sentiment List#1: Positive
[16] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[910] Non-categorized Words
[964] Total Words
[32] #siex
[16] siemens
[14] thedataagent
[14] people
[13] angelikalattner

Top Words in Tweet in G1:
[6] #siex
[5] thedataagent
[4] akwyz
[4] wswmuc
[4] antgrasso
[4] angelikalattner
[4] anjahoffmann
[4] fogoros
[4] topcybernews
[4] ralph_ohr

Top Words in Tweet in G2:
[16] #siex
[11] ulliwaltinger
[7] take
[7] siemens_energy
[7] lynetteajackson
[7] people
[6] crazy
[5] thedataagent
[5] angelikalattner
[5] #ai

Top Words in Tweet in G3:
[7] siemens
[6] #siex
[5] paul4innovating
[4] thedataagent
[4] take
[4] akwyz
[4] angelikalattner
[4] cyrilcoste
[4] crudinschi
[4] mirko_ross

Top Words in Tweet in G4:
[4] siemens
[4] #influencer
[4] community
[4] another
[4] inspiring
[4] workshop
[4] bunch
[4] people
[4] out
[4] talk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8] angelikalattner,anjahoffmann
[8] siemens,#influencer
[8] #influencer,community
[8] community,another
[8] another,inspiring
[8] inspiring,workshop
[8] workshop,bunch
[8] bunch,people
[8] people,out
[8] out,talk

Top Word Pairs in Tweet in G1:
[4] akwyz,wswmuc
[4] wswmuc,antgrasso
[4] antgrasso,angelikalattner
[4] angelikalattner,anjahoffmann
[4] fogoros,topcybernews
[4] topcybernews,ralph_ohr
[4] ralph_ohr,mirko_ross
[4] paul4innovating,thedataagent
[3] mirko_ross,cyrilcoste
[3] cyrilcoste,paul4innovating

Top Word Pairs in Tweet in G2:
[5] take,people
[4] siemens_energy,ulliwaltinger
[4] ulliwaltinger,lynetteajackson
[4] lynetteajackson,passionately
[4] passionately,crazy
[4] crazy,take
[4] people,entire
[4] entire,#disruption
[4] #disruption,#innovation
[4] #innovation,#ai

Top Word Pairs in Tweet in G3:
[3] antgrasso,akwyz
[3] akwyz,mirko_ross
[3] paul4innovating,siemens
[3] siemens,cyrilcoste
[3] cyrilcoste,fogoros
[2] take,siemens
[2] mirko_ross,paul4innovating
[2] #data,#data
[2] mirko_ross,wswmuc
[2] wswmuc,paul4innovating

Top Word Pairs in Tweet in G4:
[4] siemens,#influencer
[4] #influencer,community
[4] community,another
[4] another,inspiring
[4] inspiring,workshop
[4] workshop,bunch
[4] bunch,people
[4] people,out
[4] out,talk
[4] talk,#smartcities

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thedataagent
@akwyz
@angelikalattner
@mirko_ross
@wswmuc
@crudinschi
@fogoros
@paul4innovating
@cyrilcoste
@antgrasso

Top Mentioned in G1:
@thedataagent
@akwyz
@wswmuc
@antgrasso
@angelikalattner
@anjahoffmann
@fogoros
@topcybernews
@ralph_ohr
@mirko_ross

Top Mentioned in G2:
@lynetteajackson
@thedataagent
@ulliwaltinger
@akwyz
@angelikalattner
@crudinschi
@mirko_ross
@naumannpatrick
@wswmuc
@anjahoffmann

Top Mentioned in G3:
@akwyz
@angelikalattner
@cyrilcoste
@crudinschi
@mirko_ross
@paul4innovating
@fogoros
@siemens
@thedataagent
@wswmuc

Top Tweeters
Top Tweeters in Entire Graph:
@akwyz
@topcybernews
@anjahoffmann
@wswmuc
@antgrasso
@paul4innovating
@ralph_ohr
@siemens_energy
@angelikalattner
@cyrilcoste

Top Tweeters in G1:
@topcybernews
@anjahoffmann
@antgrasso
@ralph_ohr
@cyrilcoste
@fogoros
@crudinschi
@fannyschlutius

Top Tweeters in G2:
@akwyz
@paul4innovating
@siemens_energy
@angelikalattner
@lynetteajackson
@ulliwaltinger
@elwhyen
@sophiabaechle

Top Tweeters in G3:
@wswmuc
@mirko_ross
@philippbohn
@siemens
@factoryberlin
@thedataagent

Top Tweeters in G4:
@naumannpatrick
@clarissahaller
@josemachado94
@flavianegwer


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