IBM Berlin, Twitter, 4/24/2019 4:49:21 PM, 194754


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IBM Berlin_2019-04-24_09-43-04.xlsx
IBM Berlin_2019-04-24_09-43-04.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 24, 2019
Short Description:
IBM Berlin via NodeXL http://bit.ly/2VrLQfK
@thomas_harrer
@topcybernews
@ibmdeutschland
@jessieevaline
@utamenges
@digitalnaiv
@chidambara09
@amartin171
@ibm
@stephanenappo

Top hashtags:
#berlin
#ibm
#thinkatibm
#ibmsystems
#germany
#ibmtechu
#smm
#cto
#ibmz
#think

Description:
Description
The graph represents a network of 259 Twitter users whose recent tweets contained "IBM Berlin", 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, 24 April 2019 at 16:43 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 40-minute period from Monday, 15 April 2019 at 10:49 UTC to Wednesday, 24 April 2019 at 16:30 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 : 259
Unique Edges : 488
Edges With Duplicates : 861
Total Edges : 1349
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0.0630797773654917
Reciprocated Edge Ratio : 0.118673647469459
Connected Components : 14
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 238
Maximum Edges in a Connected Component : 1330
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.626581
Graph Density : 0.00857502020292718
Modularity : 0.246372
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://www.ibm.com/de-de/events/thinkatibm/index.html
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[18] https://www.ibm.com/de-de/events/thinkatibm
[11] https://www.ibm.com/de-de/events/thinkatibm/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[9] https://www.xing.com/r/BieSY
[9] https://careers.ibm.com/ShowJob/Id/602153/Master-IBM-Developer-Advocate-in-Berlin-oder-Ehningen-(m-w-x)/
[8] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[6] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[5] http://www.cvent.com/events/2019-berlin-ibm-systems-technical-university/event-summary-89e4e36d1aa84be7b8fb35b82535e11a.aspx

Top URLs in Tweet in G1:
[12] https://www.ibm.com/de-de/events/thinkatibm
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[4] https://www.ibm.com/de-de/events/thinkatibm/index.html
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[3] https://www.xing.com/events/think-at-ibm-pop-up-experience-bikini-berlin-2091371
[3] http://www.cvent.com/events/2019-berlin-ibm-systems-technical-university/event-summary-89e4e36d1aa84be7b8fb35b82535e11a.aspx
[2] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[2] https://twitter.com/Thomas_Harrer/status/1110913149295869952
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,89e4e36d-1aa8-4be7-b8fb-35b82535e11a&lang=en&sms=2&cn=8odzwNgeQ0CfIMzv4eDdNQ
[1] https://www.ibm.com/de-de/events/thinkatibm/events/index.html

Top URLs in Tweet in G2:
[9] https://careers.ibm.com/ShowJob/Id/602153/Master-IBM-Developer-Advocate-in-Berlin-oder-Ehningen-(m-w-x)/
[2] https://www.ibm.com/de-de/events/thinkatibm/events/index.html?cm_mmc=OwnedTwitter&social_post=2226118292&fst=Learn&linkId=65590446
[2] https://www.aperto.com/de/news/Apple-und-IBM-Hackathon-bei-Aperto
[1] https://www.aperto.com/de/news/Apple-und-IBM-Hackathon-bei-Aperto?linkId=66442265
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652282&adid=1077393912&ord=[timestamp]
[1] https://www.ibm.com/de-de/events/thinkatibm/
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652281&adid=1077393911&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652277&adid=1077393922&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074652285&adid=1077393910&ord=[timestamp]
[1] https://bs.serving-sys.com/Serving/adServer.bs?cn=trd&pli=1074672494&adid=1077436686&ord=[timestamp]

Top URLs in Tweet in G3:
[20] https://www.ibm.com/de-de/events/thinkatibm/index.html
[8] https://www.ibm.com/de-de/events/thinkatibm/
[7] https://www.ibm.com/de-de/events/thinkatibm/events/index.html
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[6] https://www.ibm.com/de-de/events/thinkatibm
[4] https://www.ibm.com/de-de/events/thinkatibm/events/infrastructuresummit.html
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[2] http://www.cvent.com/events/2019-berlin-ibm-systems-technical-university/event-summary-89e4e36d1aa84be7b8fb35b82535e11a.aspx
[2] https://www.xing.com/events/think-at-ibm-pop-up-experience-bikini-berlin-2091371
[2] https://www.xing.com/r/BieSY

Top URLs in Tweet in G4:
[3] https://www.meetup.com/de-DE/Be-Equal-Work-Berlin/events/260280125/
[2] https://www.youtube.com/watch?v=4WbuTVe_xxw&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194231
[1] https://www.ibm.com/de-de/blogs/think/2019/04/23/chro/
[1] https://stefanpfeiffer.blog/2019/03/28/wir-holen-die-band-wieder-zusammen-oder-ibm-livestudio-von-der-think-at-ibm-im-bikini-in-berlin/
[1] https://www.meetup.com/de-DE/Digital-Workplace-Meetup/
[1] https://twitter.com/IBMDeutschland/status/1115962638838767616
[1] https://lnkd.in/dWYQCw4
[1] https://twitter.com/jessieevaline/status/1118844691041136640
[1] https://www.ibm.com/de-de/events/thinkatibm/

Top URLs in Tweet in G5:
[6] https://www.xing.com/r/BieSY
[2] https://twitter.com/klnsian/status/1119273458070884354
[2] https://www.ibm.com/de-de/events/thinkatibm/events/technologieforum.html?cm_mmc=SocialAmp
[1] https://www.ibm.com/de-de/events/thinkatibm/

Top URLs in Tweet in G6:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=194263
[1] https://lnkd.in/dMkV9kK

Top URLs in Tweet in G7:
[1] https://r.ebnd.de/r/2k-5dH
[1] https://www.xing.com/r/BXErn
[1] https://www.xing.com/r/BXxYx
[1] https://www.ibm.com/de-de/events/thinkatibm/?cm_mmc=SocialAmp
[1] https://lnkd.in/dE_z9KB
[1] https://www.ibm.com/de-de/events/thinkatibm/index.html
[1] https://www.xing.com/r/Bibrr
[1] http://www.cvent.com/events/iproc.aspx?5S,M3,89e4e36d-1aa8-4be7-b8fb-35b82535e11a&lang=en&sms=2&cn=DkT2fvHIh0KBBqoNbguZcw
[1] https://www.xing.com/r/BieSY

Top URLs in Tweet in G8:
[1] https://lnkd.in/dWYQCw4
[1] https://twitter.com/IBMDeutschland/status/1115962638838767616
[1] https://www.ibm.com/de-de/events/thinkatibm/?cm_mmc=Social
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193567

Top URLs in Tweet in G9:
[1] https://images.computerhistory.org/revonline/images/500004054-03-01.jpg?w=600

Top URLs in Tweet in G10:
[1] https://www.teamworkr.com/post/our-next-events-q2-2019-update

Top Domains
Top Domains in Tweet in Entire Graph:
[95] ibm.com
[29] nodexlgraphgallery.org
[17] xing.com
[10] twitter.com
[8] lnkd.in
[7] cvent.com
[6] meetup.com
[6] youtube.com
[6] serving-sys.com
[5] ibm.biz

Top Domains in Tweet in G1:
[22] ibm.com
[11] nodexlgraphgallery.org
[4] cvent.com
[4] twitter.com
[3] xing.com
[1] lnkd.in

Top Domains in Tweet in G2:
[19] ibm.com
[6] serving-sys.com
[3] aperto.com
[2] ibm.biz
[2] lnkd.in
[1] meetup.com
[1] youtube.com

Top Domains in Tweet in G3:
[46] ibm.com
[10] nodexlgraphgallery.org
[4] xing.com
[3] ibm.biz
[2] cvent.com
[1] twitter.com
[1] meetup.com
[1] lnkd.in

Top Domains in Tweet in G4:
[4] meetup.com
[2] ibm.com
[2] youtube.com
[2] twitter.com
[2] nodexlgraphgallery.org
[1] stefanpfeiffer.blog
[1] lnkd.in

Top Domains in Tweet in G5:
[6] xing.com
[3] ibm.com
[2] twitter.com

Top Domains in Tweet in G6:
[5] nodexlgraphgallery.org
[1] lnkd.in

Top Domains in Tweet in G7:
[4] xing.com
[2] ibm.com
[1] ebnd.de
[1] lnkd.in
[1] cvent.com

Top Domains in Tweet in G8:
[1] lnkd.in
[1] twitter.com
[1] ibm.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G9:
[1] computerhistory.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[346] berlin
[291] ibm
[284] thinkatibm
[133] ibmsystems
[133] germany
[120] ibmtechu
[89] smm
[84] cto
[73] ibmz
[62] think



Top Hashtags in Tweet in G1:
[93] berlin
[78] thinkatibm
[72] ibm
[56] germany
[31] ibmsystems
[28] ibmtechu
[23] think
[21] ibmz
[19] smm
[13] emergingtech

Top Hashtags in Tweet in G2:
[42] berlin
[36] ibm
[31] thinkatibm
[9] developeradvocacy
[8] ki
[7] ar
[7] ios
[7] cloud
[4] hackathon
[4] datascience

Top Hashtags in Tweet in G3:
[130] berlin
[98] ibm
[95] thinkatibm
[76] ibmsystems
[69] smm
[61] ibmtechu
[54] cto
[52] germany
[48] ibmz
[45] socialcto

Top Hashtags in Tweet in G4:
[22] berlin
[21] ibm
[19] thinkatibm
[4] meetup
[4] germany
[4] ibmtechu
[3] livestudio
[3] inclusiveibm
[2] ki
[2] ibmsystems

Top Hashtags in Tweet in G5:
[32] ibm
[30] berlin
[29] thinkatibm
[16] germany
[11] think
[7] proudibmer
[6] event
[6] ibmsystems
[6] cto
[6] employeeadvocacy

Top Hashtags in Tweet in G6:
[25] thinkatibm
[17] ibmsystems
[16] berlin
[15] ibm
[14] ibmtechu
[11] cto
[5] iot
[4] happyeaster2019
[4] happyeasterweekend
[4] happyeastersunday

Top Hashtags in Tweet in G7:
[4] ibm
[2] berlin
[1] java
[1] entwicklung
[1] agil
[1] binikiberlin
[1] cognitive
[1] think_at_ibm
[1] bikini_berlin
[1] ceos

Top Hashtags in Tweet in G8:
[10] ibm
[7] thinkatibm
[6] berlin
[5] ibmtechu
[1] gpj_germany
[1] germany
[1] journeytocloud
[1] nodexl

Top Hashtags in Tweet in G9:
[1] ibmandtheholocaust

Top Hashtags in Tweet in G10:
[3] teamworkr
[3] berlin
[1] collaboration
[1] development
[1] ibm
[1] dominoforever
[1] welovedomino

Top Words
Top Words in Tweet in Entire Graph:
[144] Words in Sentiment List#1: Positive
[70] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11055] Non-categorized Words
[11269] Total Words
[346] #berlin
[287] #ibm
[284] #thinkatibm
[273] ibm
[207] thomas_harrer

Top Words in Tweet in G1:
[93] thomas_harrer
[93] #berlin
[85] ibm
[79] 2019
[78] #thinkatibm
[70] #ibm
[56] #germany
[54] infrastructure
[54] summit
[50] topcybernews

Top Words in Tweet in G2:
[42] #berlin
[42] sie
[36] #ibm
[33] berlin
[31] #thinkatibm
[27] up
[26] pop
[25] experience
[25] bikini
[23] ibmdeutschland

Top Words in Tweet in G3:
[130] #berlin
[96] #ibm
[95] #thinkatibm
[92] ibm
[76] #ibmsystems
[74] 2019
[69] #smm
[68] ibmsystems
[61] #ibmtechu
[54] #cto

Top Words in Tweet in G4:
[22] #berlin
[21] ibm
[21] #ibm
[19] #thinkatibm
[16] thomas_harrer
[14] berlin
[10] 20
[9] mai
[8] svensemet
[8] meetup

Top Words in Tweet in G5:
[37] ibm
[32] #ibm
[30] #berlin
[29] #thinkatibm
[28] thomas_harrer
[23] pop
[23] up
[20] 2019
[18] infrastructure
[18] summit

Top Words in Tweet in G6:
[25] #thinkatibm
[24] thomas_harrer
[20] ibmsystems
[17] #ibmsystems
[16] #berlin
[15] #ibm
[14] #ibmtechu
[13] nodexl
[11] #cto
[10] meet

Top Words in Tweet in G7:
[11] ibm
[7] berlin
[7] 2019
[5] think
[5] mai
[4] #ibm
[4] 29
[4] cloud
[3] 20
[3] pop

Top Words in Tweet in G8:
[10] #ibm
[7] #thinkatibm
[6] thomas_harrer
[6] #berlin
[5] #ibmtechu
[4] meet
[4] stefanriedelibm
[4] hscholten
[4] jens_ultsch
[4] thilodotzel

Top Words in Tweet in G9:
[6] hitler's
[3] hitler
[3] tea
[3] ibm
[3] ceo
[3] thomas
[3] watson
[3] seated
[3] right
[3] 1937

Top Words in Tweet in G10:
[3] pre
[3] announcement
[3] hold
[3] #teamworkr
[3] workshop
[3] bikini
[3] #berlin
[3] part
[3] domino
[3] developer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[129] pop,up
[125] #berlin,#germany
[118] infrastructure,summit
[116] up,experience
[92] summit,2019
[77] 2019,#berlin
[70] think,ibm
[70] thomas_harrer,#ibm
[69] #ibm,#thinkatibm
[66] #ibm,infrastructure

Top Word Pairs in Tweet in G1:
[54] #berlin,#germany
[54] infrastructure,summit
[39] 2019,#berlin
[39] summit,2019
[29] #ibm,infrastructure
[27] pop,up
[25] ibm,infrastructure
[24] up,experience
[22] think,ibm
[22] thomas_harrer,#ibm

Top Word Pairs in Tweet in G2:
[26] pop,up
[25] up,experience
[16] #ibm,pop
[16] experience,bikini
[14] bikini,berlin
[9] bikini,#berlin
[9] zeigen,ihnen
[9] looking,starting
[9] starting,career
[9] career,#developeradvocacy

Top Word Pairs in Tweet in G3:
[46] #berlin,#germany
[38] infrastructure,summit
[37] pop,up
[37] up,experience
[31] summit,2019
[29] #ibmsystems,#cto
[26] ibmsystems,#ibmsystems
[21] 2019,#berlin
[20] experience,innovationshub
[20] innovationshub,#berlin

Top Word Pairs in Tweet in G4:
[8] 20,mai
[8] #ibm,#thinkatibm
[7] think,ibm
[7] pop,up
[7] thomas_harrer,#ibm
[6] ibm,kooperiert
[6] kooperiert,seit
[6] seit,vielen
[6] vielen,jahren
[6] jahren,deutschen

Top Word Pairs in Tweet in G5:
[23] pop,up
[20] thomas_harrer,#ibm
[18] infrastructure,summit
[17] up,experience
[16] #berlin,#germany
[16] think,ibm
[15] #ibm,infrastructure
[15] summit,2019
[15] ibm,pop
[14] 2019,#berlin

Top Word Pairs in Tweet in G6:
[12] thomas_harrer,#ibm
[11] #berlin,#thinkatibm
[10] #ibm,#thinkatibm
[10] #thinkatibm,#ibmsystems
[10] #ibmsystems,#cto
[10] #cto,ibmsystems
[10] ibmsystems,meet
[10] meet,#berlin
[10] #thinkatibm,#ibmtechu
[10] #ibmtechu,events

Top Word Pairs in Tweet in G7:
[4] think,ibm
[3] ibm,pop
[3] pop,up
[3] summit,2019
[3] mai,2019
[2] vom,20
[2] bis,29
[2] 22,23
[2] 23,mai
[2] 2019,think

Top Word Pairs in Tweet in G8:
[6] #ibm,#thinkatibm
[4] thomas_harrer,#ibm
[4] #thinkatibm,#ibmtechu
[4] #ibmtechu,meet
[4] meet,#berlin
[4] #berlin,stefanriedelibm
[4] stefanriedelibm,hscholten
[4] hscholten,jens_ultsch
[4] jens_ultsch,thilodotzel
[4] thilodotzel,katharina_lams

Top Word Pairs in Tweet in G9:
[3] hitler,tea
[3] tea,ibm
[3] ibm,ceo
[3] ceo,thomas
[3] thomas,watson
[3] watson,seated
[3] seated,hitler's
[3] hitler's,right
[3] right,1937
[3] 1937,berlin

Top Word Pairs in Tweet in G10:
[3] pre,announcement
[3] announcement,hold
[3] hold,#teamworkr
[3] #teamworkr,workshop
[3] workshop,bikini
[3] bikini,#berlin
[3] #berlin,part
[3] part,domino
[3] domino,developer
[3] developer,challenge

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@ibm
@ibmsystems
@topcybernews
@ibmdeutschland
@amartin171
@nodexl
@gtenten
@ibmeurope
@ibmstorage

Top Mentioned in G1:
@thomas_harrer
@ibm
@topcybernews
@ibmsystems
@ibmdeutschland
@mikequindazzi
@haroldsinnott
@insightbrief
@nodexl
@zoginstor

Top Mentioned in G2:
@ibmdeutschland
@jessieevaline
@thomas_harrer
@steffenbe
@harald_u
@aperto
@s_stockamp
@metz_anie
@ibmdeveloper
@datenbrake

Top Mentioned in G3:
@ibmsystems
@ibm
@ibmdeutschland
@thomas_harrer
@topcybernews
@ibmeurope
@ibmstorage
@gtenten
@amartin171
@petrawalzde

Top Mentioned in G4:
@thomas_harrer
@svensemet
@ibm
@gsohn
@utamenges
@stephanenappo
@topcybernews
@mvollmer1
@smaxion
@derrichardadolf

Top Mentioned in G5:
@thomas_harrer
@ibm
@amartin171
@topcybernews
@ibmsystems
@spirosmargaris
@ibmdeutschland
@udomeyer
@jessieevaline
@a_ostertag

Top Mentioned in G6:
@thomas_harrer
@ibmsystems
@topcybernews
@ibm
@chidambara09
@nodexl
@cksanche
@ibmitalia
@megmurphytx
@chriskonarski

Top Mentioned in G8:
@thomas_harrer
@stefanriedelibm
@hscholten
@jens_ultsch
@thilodotzel
@ibmdeutschland
@bikiniberlin
@nodexl
@ibmsystems

Top Mentioned in G9:
@edwinblackbook
@holocaustmuseum
@auschwitzmuseum

Top Mentioned in G10:
@ttteamworkr

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@chidambara09
@calcaware
@cnbc
@machinelearn_d
@vanalich
@tmmmarshall
@spirosmargaris
@techpearce2

Top Tweeters in G1:
@calcaware
@tmmmarshall
@topcybernews
@paula_piccard
@theibmmspteam
@pierrepinna
@olilince
@haroldsinnott
@insightbrief
@mikequindazzi

Top Tweeters in G2:
@sectest9
@ibmdeveloper
@produkt_tipps
@knarf_e
@petrabernhardt
@carolaone
@pilhuhn
@hillofmaple
@verzeichnisebl
@joerg_wende

Top Tweeters in G3:
@vanalich
@netclubj1
@mikeyuhn
@adamsmets1
@offethhacker
@stevendickens3
@fisher85m
@fortunetech
@sean_f
@meetup

Top Tweeters in G4:
@evankirstel
@cnbc
@ibn_berlin
@mvollmer1
@gsohn
@digitalnaiv
@larsbas
@svensemet
@aidshilfe_de
@kenji12022530

Top Tweeters in G5:
@spirosmargaris
@techpearce2
@jayeshmthakur
@bessivon
@buddha200
@lunkelhaeusser
@analucia_b2b
@udomeyer
@ibm
@schlauarbeiten

Top Tweeters in G6:
@chidambara09
@machinelearn_d
@yorks_jobsnow
@job_board_uk
@ukjobhub
@thomashilbig2
@career__express
@cephalopodluke2
@e_nterdiscipl
@indiemobiledevs

Top Tweeters in G7:
@itbbb_jobs
@tobi_schneider1
@16aha11
@foerster_bernd
@michaelfkramer
@nireim
@simonsenft
@sllaurency
@pablobutter

Top Tweeters in G8:
@stefanriedelibm
@thilodotzel
@rudysnippe
@bikiniberlin
@hscholten
@katharina_lamsa
@jack_rgjk
@jens_ultsch

Top Tweeters in G9:
@auschwitzmuseum
@holocaustmuseum
@edwinblackbook
@heyanshuman
@cyrilgoku

Top Tweeters in G10:
@schu
@ttteamworkr
@pager1976


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