Thomas_Harrer, Twitter, 4/17/2019 3:15:18 PM, 194044


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Thomas_Harrer_2019-04-17_08-02-24.xlsx
Thomas_Harrer_2019-04-17_08-02-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 17, 2019
Short Description:
Thomas_Harrer via NodeXL http://bit.ly/2V4APAZ
@topcybernews
@spirosmargaris
@thomas_harrer
@stephanenappo
@conkers3
@katharina_lamsa
@paula_piccard
@pierrepinna
@sarbjeetjohal
@lunkelhaeusser

Top hashtags:
#ai
#fintech
#artificialintelligence
#ibm
#iot
#insurtech

Description:
Description
The graph represents a network of 875 Twitter users whose recent tweets contained "Thomas_Harrer", 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 Wednesday, 17 April 2019 at 15:05 UTC.

The tweets in the network were tweeted over the 9-day, 11-hour, 8-minute period from Monday, 08 April 2019 at 03:54 UTC to Wednesday, 17 April 2019 at 15:02 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 : 875
Unique Edges : 2285
Edges With Duplicates : 1932
Total Edges : 4217
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0353383458646617
Reciprocated Edge Ratio : 0.0682643427741467
Connected Components : 11
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 854
Maximum Edges in a Connected Component : 4171
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.869037
Graph Density : 0.00360117685518143
Modularity : 0.379797
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://www.forbes.com/sites/bernardmarr/2019/04/15/artificial-intelligence-can-now-generate-amazing-images-what-does-the-mean-for-humans/#66e61c850771
[36] https://www.visualcapitalist.com/how-much-data-is-generated-each-day/
[23] https://www.engadget.com/2019/04/15/ai-sport-speedgate/
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193526
[21] https://www.analyticsinsight.net/what-happens-when-artificial-intelligence-mimics-a-human-behaviour/
[18] https://thenextweb.com/artificial-intelligence/2019/04/15/autumn-is-coming-expert-says-hype-cycle-will-give-way-to-rich-harvest-of-useful-ai/
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193449
[16] https://emerj.com/ai-future-outlook/ai-mental-health-startups/
[16] https://www.slideshare.net/venturescanner/artificial-intelligence-q1-2019-report-highlights
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193367

Top URLs in Tweet in G1:
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193526
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193449
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193367
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[9] https://www.ibm.com/de-de/events/thinkatibm
[8] https://www.ibm.com/de-de/events/thinkatibm/index.html
[5] https://www.ibm.com/watson/ai-for-industries/?social_post=2216298899&linkId=65387075
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193479
[3] https://www.visualcapitalist.com/how-much-data-is-generated-each-day/
[3] https://www.slideshare.net/venturescanner/artificial-intelligence-q1-2019-report-highlights

Top URLs in Tweet in G2:
[31] https://www.visualcapitalist.com/how-much-data-is-generated-each-day/
[29] https://www.forbes.com/sites/bernardmarr/2019/04/15/artificial-intelligence-can-now-generate-amazing-images-what-does-the-mean-for-humans/#66e61c850771
[18] https://www.engadget.com/2019/04/15/ai-sport-speedgate/
[17] https://www.analyticsinsight.net/what-happens-when-artificial-intelligence-mimics-a-human-behaviour/
[12] https://emerj.com/ai-future-outlook/ai-mental-health-startups/
[11] https://singularityhub.com/2019/04/09/watch-these-robots-do-tasks-you-thought-were-simple-but-for-them-are-pretty-hard/
[10] https://thenextweb.com/artificial-intelligence/2019/04/15/autumn-is-coming-expert-says-hype-cycle-will-give-way-to-rich-harvest-of-useful-ai/
[9] https://www.technologyreview.com/s/613270/two-rival-ai-approaches-combine-to-let-machines-learn-about-the-world-like-a-child/
[9] https://www.slideshare.net/venturescanner/artificial-intelligence-q1-2019-report-highlights
[9] https://www.forbes.com/sites/michaeldelcastillo/2019/04/16/blockchain-goes-to-work/#3f51115c2a40

Top URLs in Tweet in G3:
[6] https://www.forbes.com/sites/bernardmarr/2019/04/15/artificial-intelligence-can-now-generate-amazing-images-what-does-the-mean-for-humans/#66e61c850771
[3] https://www.slideshare.net/venturescanner/artificial-intelligence-q1-2019-report-highlights
[3] https://www.engadget.com/2019/04/15/ai-sport-speedgate/
[3] https://thenextweb.com/artificial-intelligence/2019/04/15/autumn-is-coming-expert-says-hype-cycle-will-give-way-to-rich-harvest-of-useful-ai/
[2] https://www.roboticsbusinessreview.com/ai/infographic-how-ai-is-being-deployed-across-industries/
[2] https://towardsdatascience.com/limitations-of-deep-learning-in-ai-research-5eed166a4205
[2] https://www.analyticsinsight.net/what-happens-when-artificial-intelligence-mimics-a-human-behaviour/
[2] https://www.visualcapitalist.com/how-much-data-is-generated-each-day/
[1] https://www.kdnuggets.com/2019/03/deep-learning-toolset-overview.html
[1] https://aithority.com/ait-featured-posts/10-books-on-ai-machine-learning-you-shouldnt-miss-reading/

Top URLs in Tweet in G4:
[2] https://twitter.com/Origina_IT/status/1115193288452182016
[1] https://twitter.com/REALNEWS2100/status/1113537015142809602

Top URLs in Tweet in G5:
[2] https://www.forbes.com/sites/bernardmarr/2019/04/15/artificial-intelligence-can-now-generate-amazing-images-what-does-the-mean-for-humans/#66e61c850771
[2] https://thenextweb.com/artificial-intelligence/2019/04/15/autumn-is-coming-expert-says-hype-cycle-will-give-way-to-rich-harvest-of-useful-ai/

Top URLs in Tweet in G6:
[1] https://www.oxinst.com/news/oxford-instruments-trading-update/

Top URLs in Tweet in G7:
[4] https://www.stuttgarter-zeitung.de/inhalt.konzernplaene-fuer-ehningen-die-neue-ibm-zentrale-liest-sich-ycuu.9c852b85-1945-42de-b1f6-57556446959c.html
[1] https://twitter.com/MMaushart/status/1115288514923507713
[1] https://twitter.com/PetraBernhardt/status/1114923241808781313
[1] https://twitter.com/simonlporter/status/1114509312553029633

Top URLs in Tweet in G8:
[2] https://amazeberlin2019.sched.com/event/NDng/game-design-as-gardening-summit-with-adriaan-de-jongh-eric-zimmerman-gabe-cuzzillo-hartmut-koenitz-robert-yang-sabine-harrer-thomas-van-den-berg
[1] https://quovadisgamedevelopmentbusi2019.sched.com/overview/type/STUDYING+GAMES+-+CLASH+OF+REALITIES+SUMMIT?iframe=no
[1] https://twitter.com/qvconf/status/1114971764763824128

Top URLs in Tweet in G10:
[1] https://www.surveymonkey.com/r/innovationplaybookb

Top Domains
Top Domains in Tweet in Entire Graph:
[80] nodexlgraphgallery.org
[54] forbes.com
[36] visualcapitalist.com
[31] engadget.com
[27] ibm.com
[22] technologyreview.com
[21] analyticsinsight.net
[18] thenextweb.com
[16] emerj.com
[16] slideshare.net

Top Domains in Tweet in G1:
[77] nodexlgraphgallery.org
[27] ibm.com
[6] forbes.com
[4] engadget.com
[4] technative.io
[3] visualcapitalist.com
[3] slideshare.net
[3] emerj.com
[2] interestingengineering.com
[2] euractiv.com

Top Domains in Tweet in G2:
[38] forbes.com
[31] visualcapitalist.com
[24] engadget.com
[17] technologyreview.com
[17] analyticsinsight.net
[12] emerj.com
[11] singularityhub.com
[10] thenextweb.com
[9] slideshare.net
[6] towardsdatascience.com

Top Domains in Tweet in G3:
[6] forbes.com
[3] slideshare.net
[3] engadget.com
[3] thenextweb.com
[2] roboticsbusinessreview.com
[2] towardsdatascience.com
[2] analyticsinsight.net
[2] visualcapitalist.com
[1] kdnuggets.com
[1] aithority.com

Top Domains in Tweet in G4:
[3] twitter.com

Top Domains in Tweet in G5:
[2] forbes.com
[2] thenextweb.com

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

Top Domains in Tweet in G7:
[4] stuttgarter-zeitung.de
[3] twitter.com

Top Domains in Tweet in G8:
[3] sched.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] surveymonkey.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[336] ai
[176] fintech
[166] artificialintelligence
[151] ibm
[124] iot
[108] insurtech
[88] machinelearning
[72] smm
[71] berlin
[69] bigdata



Top Hashtags in Tweet in G1:
[128] ibm
[100] ai
[65] smm
[61] berlin
[49] thinkatibm
[47] germany
[44] convergenttechnologies
[42] iot
[42] megatrends
[41] ibmtechu

Top Hashtags in Tweet in G2:
[136] ai
[135] fintech
[107] artificialintelligence
[85] insurtech
[42] machinelearning
[32] iot
[29] images
[29] data
[26] deeplearning
[18] robotics

Top Hashtags in Tweet in G3:
[28] ai
[16] fintech
[16] artificialintelligence
[12] iot
[9] robotics
[9] innovation
[8] insurtech
[7] robot
[7] machinelearning
[6] images

Top Hashtags in Tweet in G4:
[1] googlenext19
[1] leadership
[1] electricvehicles
[1] tesla
[1] sdgs
[1] innovation
[1] china
[1] electriccar
[1] seo
[1] videos

Top Hashtags in Tweet in G5:
[34] ai
[32] emergingtech
[32] iot
[31] enterprise
[31] bigdata
[31] ml
[31] 4ir
[16] graphene
[5] rt
[4] ibm

Top Hashtags in Tweet in G6:
[1] oxig
[1] trading
[1] ai
[1] blackhole
[1] astronomy

Top Hashtags in Tweet in G7:
[11] ai
[7] principles
[7] requirements
[7] ethical
[7] responsible
[5] ibm
[4] berlin
[4] germany
[4] think
[4] thinkatibm

Top Hashtags in Tweet in G8:
[6] gamesweekberlin
[1] games

Top Hashtags in Tweet in G10:
[1] futureofinnovation
[1] ai
[1] gcip

Top Words
Top Words in Tweet in Entire Graph:
[650] Words in Sentiment List#1: Positive
[143] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[17455] Non-categorized Words
[18248] Total Words
[414] thomas_harrer
[355] spirosmargaris
[336] #ai
[307] topcybernews
[216] stephanenappo

Top Words in Tweet in G1:
[222] thomas_harrer
[206] topcybernews
[182] stephanenappo
[128] #ibm
[105] ibm
[102] nodexl
[100] #ai
[69] 2019
[65] #smm
[61] #berlin

Top Words in Tweet in G2:
[185] spirosmargaris
[136] #ai
[135] #fintech
[107] #artificialintelligence
[85] #insurtech
[42] #machinelearning
[33] artificial
[33] intelligence
[32] #iot
[30] thomas_harrer

Top Words in Tweet in G3:
[83] spirosmargaris
[56] thomas_harrer
[36] pierrepinna
[31] ipfconline1
[29] ronald_vanloon
[28] #ai
[28] ahier
[25] element_ai
[25] geoffreyhinton
[25] ylecun

Top Words in Tweet in G4:
[22] thomas_harrer
[14] heinzvhoenen
[12] tantriclens
[10] realcolinmac
[9] topcybernews
[8] digitalcloudgal
[8] swisscognitive
[7] katharina_lamsa
[6] missdkingsbury
[6] frronconi

Top Words in Tweet in G5:
[57] mikequindazzi
[52] topcybernews
[43] haroldsinnott
[36] 10
[34] #ai
[32] #emergingtech
[32] #iot
[31] wef
[31] types
[31] advancing

Top Words in Tweet in G6:
[3] georam72
[3] smarkus
[3] soundbuy
[3] davgreer
[3] oxinst
[3] dianaepatterson
[3] andortechnology
[3] brilliantleader
[3] mattbird55
[3] neurochasm

Top Words in Tweet in G7:
[11] #ai
[9] ibm
[9] amartin171
[7] pleased
[7] endorse
[7] global
[7] #principles
[7] #requirements
[7] #ethical
[7] #responsible

Top Words in Tweet in G8:
[7] game
[7] design
[7] cough
[6] thrilled
[6] bit
[6] nervous
[6] try
[6] unpack
[6] wtf
[6] colonial

Top Words in Tweet in G9:
[2] petrabuehrer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[107] #fintech,#insurtech
[70] #ai,#artificialintelligence
[55] #artificialintelligence,#machinelearning
[49] #berlin,#germany
[49] artificial,intelligence
[48] infrastructure,summit
[47] #ai,#iot
[45] topcybernews,thomas_harrer
[45] mikequindazzi,haroldsinnott
[43] 2019,#berlin

Top Word Pairs in Tweet in G1:
[42] #berlin,#germany
[41] infrastructure,summit
[38] topcybernews,thomas_harrer
[37] 2019,#berlin
[34] summit,2019
[32] #ibm,infrastructure
[30] #ibm,#nvidia
[30] #nvidia,create
[30] create,world
[30] world,first

Top Word Pairs in Tweet in G2:
[85] #fintech,#insurtech
[48] #ai,#artificialintelligence
[38] #artificialintelligence,#machinelearning
[33] artificial,intelligence
[31] spirosmargaris,artificial
[31] #insurtech,#iot
[31] #iot,#ai
[29] intelligence,now
[29] now,generate
[29] generate,amazing

Top Word Pairs in Tweet in G3:
[25] spirosmargaris,element_ai
[25] element_ai,geoffreyhinton
[25] geoffreyhinton,ylecun
[25] ylecun,andrewyng
[25] andrewyng,goodfellow_ian
[25] goodfellow_ian,fabiomoioli
[25] fabiomoioli,drfeifei
[25] drfeifei,nnaisense
[25] ipfconline1,pierrepinna
[22] nnaisense,mfordfuture

Top Word Pairs in Tweet in G4:
[6] topcybernews,thomas_harrer
[6] heinzvhoenen,nbcnews
[6] nbcnews,tantriclens
[6] tantriclens,thomas_harrer
[6] thomas_harrer,katharina_lamsa
[6] katharina_lamsa,digital_trans4m
[6] digital_trans4m,stephanenappo
[4] kashthefuturist,isabellajonescl
[4] digitalcloudgal,missdkingsbury
[4] missdkingsbury,hilartech2018

Top Word Pairs in Tweet in G5:
[32] mikequindazzi,haroldsinnott
[31] topcybernews,10
[31] 10,types
[31] types,#emergingtech
[31] #emergingtech,advancing
[31] advancing,#enterprise
[31] #enterprise,mikequindazzi
[31] haroldsinnott,#ai
[31] #ai,#iot
[31] #iot,#bigdata

Top Word Pairs in Tweet in G6:
[3] georam72,smarkus
[3] smarkus,soundbuy
[3] soundbuy,davgreer
[3] davgreer,oxinst
[3] oxinst,dianaepatterson
[3] dianaepatterson,andortechnology
[3] andortechnology,brilliantleader
[3] brilliantleader,mattbird55
[3] mattbird55,neurochasm
[2] conkers3,georam72

Top Word Pairs in Tweet in G7:
[7] pleased,endorse
[7] endorse,global
[7] global,#principles
[7] #principles,#requirements
[7] #requirements,#ai
[7] #ai,#ethical
[7] #ethical,#responsible
[6] amartin171,pleased
[4] topcybernews,#ibm
[4] #ibm,infrastructure

Top Word Pairs in Tweet in G8:
[7] game,design
[6] thrilled,bit
[6] bit,nervous
[6] nervous,try
[6] try,unpack
[6] unpack,wtf
[6] wtf,colonial
[6] colonial,botany
[6] botany,common
[6] common,game

Top Replied-To
Top Replied-To in Entire Graph:
@thomas_harrer
@spirosmargaris
@heinzvhoenen
@benni_aji
@topcybernews
@data_professor
@katharina_lamsa
@stephanenappo
@sarbjeetjohal
@amandaray02

Top Replied-To in G1:
@thomas_harrer
@heinzvhoenen
@topcybernews
@spirosmargaris
@katharina_lamsa
@stephanenappo
@lunkelhaeusser
@ipfconline1
@maxjcm
@theibmmspteam

Top Replied-To in G2:
@thomas_harrer
@enkiwriter

Top Replied-To in G3:
@spirosmargaris
@thomas_harrer
@topcybernews
@markus_v_halper
@paula_piccard
@tamaramccleary
@mirko_ross
@naumannpatrick

Top Replied-To in G4:
@heinzvhoenen
@sarbjeetjohal
@amandaray02
@thomas_harrer
@mcdavis10
@digitalmstream

Top Replied-To in G5:
@topcybernews

Top Replied-To in G6:
@georam72

Top Replied-To in G9:
@petrabuehrer

Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@spirosmargaris
@topcybernews
@stephanenappo
@nodexl
@ibm
@mikequindazzi
@ronald_vanloon
@haroldsinnott
@pierrepinna

Top Mentioned in G1:
@thomas_harrer
@topcybernews
@stephanenappo
@nodexl
@ibm
@spirosmargaris
@katharina_lamsa
@ibmsystems
@heinzvhoenen
@pierrepinna

Top Mentioned in G2:
@spirosmargaris
@thomas_harrer
@jblefevre60
@ipfconline1
@pierrepinna
@haroldsinnott
@xbond49
@topcybernews
@venturescanner
@delrayman

Top Mentioned in G3:
@spirosmargaris
@thomas_harrer
@pierrepinna
@ipfconline1
@ronald_vanloon
@ahier
@element_ai
@geoffreyhinton
@ylecun
@andrewyng

Top Mentioned in G4:
@thomas_harrer
@tantriclens
@realcolinmac
@topcybernews
@digitalcloudgal
@swisscognitive
@katharina_lamsa
@heinzvhoenen
@missdkingsbury
@frronconi

Top Mentioned in G5:
@mikequindazzi
@topcybernews
@haroldsinnott
@wef
@ronald_vanloon
@thomas_harrer
@fabriziobustama
@wil_bielert
@spirosmargaris
@theadamgabriel

Top Mentioned in G6:
@smarkus
@soundbuy
@davgreer
@oxinst
@dianaepatterson
@andortechnology
@brilliantleader
@mattbird55
@neurochasm
@conkers3

Top Mentioned in G7:
@amartin171
@thomas_harrer
@lunkelhaeusser
@topcybernews
@juliasauerbrunn
@itsdilaracan
@metz_anie
@annettehodapp
@andy_fitze
@exagolo

Top Mentioned in G8:
@enibolas
@clashorealities
@qvconf
@amazefest

Top Mentioned in G9:
@amitdaveibm
@cgibbo
@joeaixvug
@d_spurway
@thomas_harrer
@mr_nmon
@phhermes
@tonnybastiaans
@gerardsave

Top Mentioned in G10:
@ic4ai
@thomas_harrer
@aisweden
@arjenvanberkum
@netana_80
@ideaconnection
@iegroup
@raskarmit
@fisher85m
@albertedenis

Top Tweeters
Top Tweeters in Entire Graph:
@ronfeir
@sectest9
@evankirstel
@justiceoutcry
@lorimoreno
@chidambara09
@fintechna
@geoff_deweaver
@business
@calcaware

Top Tweeters in G1:
@sectest9
@evankirstel
@chidambara09
@business
@nico_gaia
@cnbc
@dwnews
@tendellshow
@machinelearn_d
@vanalich

Top Tweeters in G2:
@fintechna
@machinelearnflx
@yvesmulkers
@mtnpoet
@ham_gretsky
@konstantinabel3
@techcrunch
@xbrlstandard
@ashot_
@thenextweb

Top Tweeters in G3:
@ronfeir
@geoff_deweaver
@gvalan
@cnn
@cnet
@kuriharan
@ipfconline1
@jblefevre60
@wil_bielert
@kirkdborne

Top Tweeters in G4:
@lorimoreno
@marshacollier
@akwyz
@grattonboy
@rwang0
@grattongirl
@nbcnews
@cloudexpo
@google
@billmew

Top Tweeters in G5:
@calcaware
@wef
@johnsnowai
@theiotwarehouse
@haroldsinnott
@quebreda
@genesi999
@mike_gingerich
@parkjimin_noona
@fabriziobustama

Top Tweeters in G6:
@mashable
@my21_oracle
@winniesun
@contrariansmind
@nasa
@mhiesboeck
@nanotrac
@motorcycletwitt
@wswmuc
@conkers3

Top Tweeters in G7:
@disafrica
@petrabernhardt
@lunkelhaeusser
@theoluwatosin
@jondlow
@svensemet
@exagolo
@qzafrica
@afassnacht
@amartin171

Top Tweeters in G8:
@oxyoxspring
@amazefest
@th_koeln
@_chorge
@enibolas
@_fnord_prefect_
@colognegamelab
@gamedesignue
@qvconf
@clashorealities

Top Tweeters in G9:
@tonnybastiaans
@cgibbo
@d_spurway
@mr_nmon
@phhermes
@jyotidodhia
@gerardsave
@joeaixvug
@petrabuehrer
@amitdaveibm

Top Tweeters in G10:
@arjenvanberkum
@albertedenis
@iegroup
@seanmoffitt
@netana_80
@ideaconnection
@raskarmit
@ic4ai
@aisweden