#DLD19, Twitter, 1/22/2019 9:20:55 PM, 182814


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#DLD19_2019-01-22_13-15-01.xlsx
#DLD19_2019-01-22_13-15-01.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 22, 2019
Short Description:
#DLD19 via NodeXL http://bit.ly/2DsdTBX
@dldconference
@digitalnaiv
@bill_gross
@rachelbotsman
@kaibaumgartner
@fortiss
@profgalloway
@heikeriel
@joannashields
@woodstock3

Top hashtags:
#dld19
#wef19
#davos
#amazon
#ai
#konikukore
#aws
#dld2019
#thefutureisasian

Description:
Description
The graph represents a network of 273 Twitter users whose recent tweets contained "#DLD19", 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 Tuesday, 22 January 2019 at 21:15 UTC.

The tweets in the network were tweeted over the 11-hour, 14-minute period from Tuesday, 22 January 2019 at 09:48 UTC to Tuesday, 22 January 2019 at 21:03 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 : 273
Unique Edges : 343
Edges With Duplicates : 45
Total Edges : 388
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.0438871473354232
Reciprocated Edge Ratio : 0.0840840840840841
Connected Components : 31
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 194
Maximum Edges in a Connected Component : 307
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.53966
Graph Density : 0.00448448610213316
Modularity : 0.723765
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[3] https://ciokurator.com/2019/01/22/wird-zuckerberg-in-den-facebook-aufsichtsrat-verbannt-9vor9-dld19-digitalnaiv-profgalloway/
[3] https://twitter.com/Bill_Gross/status/1086986046401847297
[3] http://www.marketingdirecto.com/
[3] https://www.marketingdirecto.com/digital-general/social-media-marketing/marketingdirecto-com-triunfa-dld-2019-mas-25-millones-impactos
[3] https://www.marketingdirecto.com/anunciantes-general/medios/el-30-del-contenido-de-bloomberg-se-genera-con-inteligencia-artificial
[3] https://www.faz.net/membership/premium?redirectUrl=L2FrdHVlbGwvd2lydHNjaGFmdC9uZXR6a29uZmVyZW56LWRsZC93aWUtbW96aWxsYS11bmQtY28tZ2VnZW4tZ29vZ2xlLXVuZC1mYWNlYm9vay1iZXN0ZWhlbi0xNTk5NDQwOC5odG1sP3ByZW1pdW0=
[2] https://www.faz.net/aktuell/wirtschaft/netzkonferenz-dld/ist-facebook-noch-zu-retten-frau-sandberg-15996354.html
[2] https://www.wiwo.de/unternehmen/it/digitalkonferenz-dld-viel-mantra-fuer-optimismus-und-mut-aber-wenig-aufbruch/23888250.html
[2] https://www.youtube.com/watch?v=4CyhW1cq1UM&feature=youtu.be

[2] https://www.l2inc.com/daily-insights/no-mercy-no-malice/2019-predictions

Top URLs in Tweet in G1:
[1] http://tweetedtimes.com/v/1156
[1] https://dld-conference.com/videos/jxGo-yoAf1c

Top URLs in Tweet in G2:
[2] https://www.l2inc.com/daily-insights/no-mercy-no-malice/2019-predictions
[1] https://www.youtube.com/watch?v=f_nLtyzdbVs

[1] https://goo.gl/NuCiyL
[1] https://twitter.com/InsurTechMunich/status/1087660893348028416
[1] https://www.de-hub.de/blog/d/digital-hub-initiative-pitch-night-2019/
[1] https://www.youtube.com/watch?v=aIukJlB9QFs&feature=youtu.be

[1] https://www.youtube.com/watch?v=l93S99rkDg4


Top URLs in Tweet in G3:
[3] https://twitter.com/Bill_Gross/status/1086986046401847297
[2] https://www.youtube.com/watch?v=4CyhW1cq1UM&feature=youtu.be

[1] https://www.youtube.com/watch?v=-vbPXbm8eTw&feature=youtu.be

[1] https://www.netzoekonom.de/2019/01/21/wenn-daten-das-neue-oel-sind-dann-ist-china-die-neue-opec/
[1] https://www.youtube.com/watch?v=MnT_Uz5wQJk

[1] https://www.youtube.com/watch?v=Tj4hfpXAP10&feature=youtu.be


Top URLs in Tweet in G4:
[3] https://ciokurator.com/2019/01/22/wird-zuckerberg-in-den-facebook-aufsichtsrat-verbannt-9vor9-dld19-digitalnaiv-profgalloway/
[2] https://www.faz.net/aktuell/wirtschaft/netzkonferenz-dld/ist-facebook-noch-zu-retten-frau-sandberg-15996354.html
[1] https://ne-na.me/2019/01/22/wird-zuckerberg-in-den-facebook-aufsichtsrat-verbannt-9vor9-dld19-digitalnaiv-profgalloway-cio-kurator/
[1] https://www.pinterest.com/pin/270145677634470272/
[1] https://stefanpfeiffer.blog/2019/01/22/9vor9-amazon-google-und-facebook-zerschlagen/
[1] https://www.pinterest.de/pin/270145677634469163/sent/?sfo=1&sender=270145815056485152&invite_code=d2d5aba408bd40ed8fb91ced5dedfb1a
[1] https://meedia.de/2019/01/20/scott-galloway-beim-dld-twitter-pinterest-buzzfeed-und-vice-sind-auf-dem-weg-in-die-pleite-sie-wissen-es-nur-noch-nicht/
[1] https://www.youtube.com/watch?v=zbHabKniYIQ&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.everis.com/spain/es/whatwedo/operations/cloud-SaaS
[1] http://www.marketingdirecto.com/
[1] https://www.marketingdirecto.com/digital-general/social-media-marketing/marketingdirecto-com-triunfa-dld-2019-mas-25-millones-impactos
[1] https://www.marketingdirecto.com/anunciantes-general/medios/el-30-del-contenido-de-bloomberg-se-genera-con-inteligencia-artificial
[1] https://id.handelsblatt.com/login?service=https%3A%2F%2Fwww.handelsblatt.com%2Funternehmen%2Fit-medien%2Fdigitalkonferenz-dld-scott-galloway-facebook-hat-eine-korrupte-kultur%2F23893690.html&gateway=true
[1] https://twitter.com/profgalloway/status/1087166335266754561
[1] https://paper.li/tontxita/1366022864?edition_id=40136e30-1e46-11e9-aee0-002590a5ba2d
[1] https://lnkd.in/dbJRiRz
[1] http://www.mediennetzwerk-bayern.de/16074/vertrauen-ist-der-schluessel/
[1] https://www.flickr.com/short_urls.gne?photoset=aHskQTqfNw

Top URLs in Tweet in G7:
[1] https://twitter.com/czoeps/status/1087318104588386304
[1] https://dach.inspiringfifty.org/dach-2019

Top URLs in Tweet in G9:
[1] https://id.handelsblatt.com/login?service=https%3A%2F%2Fwww.handelsblatt.com%2Funternehmen%2Fit-medien%2Fdld19-afrikanische-start-ups-hoffen-auf-den-grossen-durchbruch%2F23891166.html&gateway=true

Top URLs in Tweet in G10:
[1] https://twitter.com/WFPInnovation/status/1087381674344808448

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[10] youtube.com
[9] marketingdirecto.com
[5] faz.net
[4] handelsblatt.com
[3] dld-conference.com
[3] ciokurator.com
[2] wiwo.de
[2] l2inc.com
[1] tweetedtimes.com

Top Domains in Tweet in G1:
[1] tweetedtimes.com
[1] dld-conference.com

Top Domains in Tweet in G2:
[3] youtube.com
[2] l2inc.com
[1] goo.gl
[1] twitter.com
[1] de-hub.de

Top Domains in Tweet in G3:
[5] youtube.com
[3] twitter.com
[1] netzoekonom.de

Top Domains in Tweet in G4:
[3] ciokurator.com
[2] faz.net
[1] ne-na.me
[1] pinterest.com
[1] stefanpfeiffer.blog
[1] pinterest.de
[1] meedia.de
[1] youtube.com

Top Domains in Tweet in G6:
[3] marketingdirecto.com
[1] everis.com
[1] handelsblatt.com
[1] twitter.com
[1] paper.li
[1] lnkd.in
[1] mediennetzwerk-bayern.de
[1] flickr.com
[1] horizont.net
[1] dld-conference.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] inspiringfifty.org

Top Domains in Tweet in G9:
[1] handelsblatt.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] dld19
[24] wef19
[22] davos
[19] amazon
[7] ai
[6] konikukore
[6] aws
[6] dld2019
[6] thefutureisasian
[5] syntheticcognition



Top Hashtags in Tweet in G1:
[24] dld19
[22] wef19
[21] davos
[9] amazon
[4] aws
[1] ai
[1] renewableenergy

Top Hashtags in Tweet in G2:
[22] dld19
[6] thefutureisasian
[3] dehubpitchnight
[2] konikukore
[2] syntheticcognition
[1] womenintech
[1] diversity
[1] future
[1] courage
[1] optimism

Top Hashtags in Tweet in G3:
[20] dld19
[3] trust
[3] ai
[3] dld2019
[2] europe
[2] firesidechat
[1] mustwatch
[1] kizentrumbayern
[1] ki
[1] dld

Top Hashtags in Tweet in G4:
[24] dld19
[5] 9vor9
[5] amazon
[4] zuckerberg
[3] facebook
[3] google
[2] aws
[1] wirtschaft
[1] microsoft
[1] wef19

Top Hashtags in Tweet in G5:
[11] dld19
[2] quantum
[1] foodforthought
[1] hilacohen
[1] womenintech
[1] d21dg
[1] wef19

Top Hashtags in Tweet in G6:
[12] dld19
[2] marketing
[2] dld2019
[1] implementamos
[1] saas
[1] disruptive
[1] ux
[1] cloud
[1] deeplearning
[1] bigdata

Top Hashtags in Tweet in G7:
[4] dld19
[2] iwil
[1] inspiringfifty
[1] inspiringwomen
[1] diversity

Top Hashtags in Tweet in G8:
[6] dld19
[4] konikukore
[3] syntheticcognition
[1] sleepdetection

Top Hashtags in Tweet in G9:
[1] dld19
[1] afrika
[1] startup
[1] lesetipp

Top Hashtags in Tweet in G10:
[1] food
[1] techtuesday
[1] disrupthunger
[1] dld19

Top Words
Top Words in Tweet in Entire Graph:
[128] Words in Sentiment List#1: Positive
[64] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5496] Non-categorized Words
[5688] Total Words
[162] dld19
[75] amazon
[53] bill_gross
[49] facebook
[38] s

Top Words in Tweet in G1:
[51] bill_gross
[45] amazon
[31] one
[31] s
[30] companies
[27] u
[27] tech
[27] founded
[27] 1st
[27] 2nd

Top Words in Tweet in G2:
[22] dld19
[21] dldconference
[6] very
[6] much
[6] enjoyed
[6] sharing
[6] stage
[6] ajkeen
[6] discussion
[6] thefutureisasian

Top Words in Tweet in G3:
[20] dld19
[10] neue
[7] talk
[6] trust
[6] rachelbotsman
[6] ki
[5] brilliant
[5] wenn
[5] daten
[5] öl

Top Words in Tweet in G4:
[24] dld19
[20] amazon
[15] facebook
[14] profgalloway
[10] aws
[9] spin
[8] talk
[8] disruptable
[8] industry
[8] healthcare

Top Words in Tweet in G5:
[14] ihr
[14] auftritt
[11] dld19
[8] sie
[7] münchen
[7] habt
[7] sheryl
[7] sandberg
[7] gemacht
[7] nach

Top Words in Tweet in G6:
[12] dld19
[4] dld
[2] marketing
[2] facebook
[2] vor
[2] dld2019
[2] munich

Top Words in Tweet in G7:
[4] gabized
[4] dld19
[3] diversity
[3] tech
[3] inspiringfifty
[2] dldconference
[2] want
[2] increase
[2] making
[2] role

Top Words in Tweet in G8:
[7] silicon
[7] onikuo
[6] living
[6] konikutech
[6] future
[6] dld19
[4] dldconference
[4] neurons
[4] konikukore
[3] s

Top Words in Tweet in G9:
[8] afrika
[7] entwickelt
[7] sich
[7] einem
[7] größten
[7] start
[7] up
[7] hubs
[7] welt
[7] während

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] google,amazon
[27] one,u
[27] u,s
[27] s,tech
[27] tech,companies
[27] companies,founded
[27] founded,1st
[27] 1st,2nd
[27] 2nd,generation
[27] generation,immigrants

Top Word Pairs in Tweet in G1:
[27] one,u
[27] u,s
[27] s,tech
[27] tech,companies
[27] companies,founded
[27] founded,1st
[27] 1st,2nd
[27] 2nd,generation
[27] generation,immigrants
[27] immigrants,apple

Top Word Pairs in Tweet in G2:
[6] very,much
[6] much,enjoyed
[6] enjoyed,sharing
[6] sharing,stage
[6] stage,dldconference
[6] dldconference,ajkeen
[6] ajkeen,discussion
[6] discussion,thefutureisasian
[6] thefutureisasian,discussed
[5] paragkhanna,very

Top Word Pairs in Tweet in G3:
[5] talk,dld19
[5] wenn,daten
[5] daten,neue
[5] neue,öl
[5] öl,sind
[5] sind,dann
[5] dann,china
[5] china,neue
[5] neue,opec
[5] opec,kai

Top Word Pairs in Tweet in G4:
[9] amazon,spin
[8] profgalloway,dld19
[8] dld19,talk
[8] talk,amazon
[8] spin,aws
[8] aws,disruptable
[8] disruptable,industry
[8] industry,healthcare
[8] healthcare,recurring
[8] recurring,revenue

Top Word Pairs in Tweet in G5:
[7] münchen,habt
[7] habt,ihr
[7] ihr,sheryl
[7] sheryl,sandberg
[7] sandberg,gemacht
[7] gemacht,nach
[7] nach,ihrem
[7] ihrem,auftritt
[7] auftritt,dld19
[7] dld19,sie

Top Word Pairs in Tweet in G6:
[2] dld,munich

Top Word Pairs in Tweet in G7:
[2] dldconference,want
[2] want,increase
[2] increase,diversity
[2] diversity,tech
[2] tech,making
[2] making,role
[2] role,models
[2] models,more
[2] more,visible
[2] visible,gabized

Top Word Pairs in Tweet in G8:
[3] dldconference,s
[3] s,living
[3] living,machine
[3] machine,combines
[3] combines,living
[3] living,neurons
[3] neurons,silicon
[3] silicon,onikuo
[3] onikuo,konikutech
[3] konikutech,konikukore

Top Word Pairs in Tweet in G9:
[7] afrika,entwickelt
[7] entwickelt,sich
[7] sich,einem
[7] einem,größten
[7] größten,start
[7] start,up
[7] up,hubs
[7] hubs,welt
[7] welt,während
[7] während,manche

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bill_gross
@dldconference
@profgalloway
@onikuo
@konikutech
@rachelbotsman
@sherylsandberg
@bmz_bund
@ajkeen
@mirjam_stegherr

Top Mentioned in G1:
@bill_gross
@idealab

Top Mentioned in G2:
@dldconference
@ajkeen
@paragkhanna
@profgalloway
@l2_digital
@sherylsandberg
@dehubinitiative
@evanspiegel
@francesca_bria
@bcn_digital

Top Mentioned in G3:
@rachelbotsman
@holgerschmidt
@dldconference
@tabithagold
@bjornhovstadius
@jarvja
@annemarthine
@werner
@tmuellerdouglas
@bodin_ludovic

Top Mentioned in G4:
@profgalloway
@digitalnaiv
@sherylsandberg
@faznet
@ard
@facebook
@andreasboes
@ericscherer
@bill_gross
@gsohn

Top Mentioned in G5:
@mirjam_stegherr
@heikeriel
@joannashields
@benevolent_ai
@ibmresearch
@brainlab
@stefficzerny
@rachelbotsman
@hrfortmann
@woodstock3

Top Mentioned in G7:
@gabized
@dldconference
@inspiringfifty
@tijenonaran
@petrajenner
@annett
@hansensabine
@czoeps
@donatoci
@id4me_org

Top Mentioned in G8:
@onikuo
@konikutech
@dldconference
@michaeljohng
@alexkopelyan

Top Mentioned in G9:
@bmz_bund
@ikarabasz

Top Mentioned in G10:
@ninamoellers
@biotopiamuseum
@infoeco
@opheliaderoy
@wfpinnovation

Top Tweeters
Top Tweeters in Entire Graph:
@faz_net
@babun1515
@andrewmorrisuk
@rollidriver
@martingaedt
@hddoger
@handelsblatt
@faznet
@jhernanper
@bonnerblogs

Top Tweeters in G1:
@zuperpie
@drnic1
@vc_watcher
@traiandoc
@gidingayri
@binita_mp
@duncancmartin
@robf1uk
@markon56
@syakirharis25

Top Tweeters in G2:
@babun1515
@robertoagodinez
@sharmars003
@snsadvtg
@paolofabrizio71
@l2_digital
@r1b1vraevgogir3
@bcn_digital
@n26
@ajkeen

Top Tweeters in G3:
@martingaedt
@mikebutcher
@rkeuper
@werner
@t
@holgerschmidt
@sharetrustb2b
@gerhardkuerner
@datenoekonomie
@rachelbotsman

Top Tweeters in G4:
@faznet
@bonnerblogs
@gsohn
@digitalnaiv
@ericscherer
@profgalloway
@langenegger
@nothing_to_add
@facebook
@ismailzain

Top Tweeters in G5:
@burtonlee
@gruenderszene
@hrfortmann
@investors_life
@ibmresearch
@peteraltmaier
@lynnkesterson
@drfluorine
@mirjam_stegherr
@joannashields

Top Tweeters in G6:
@jhernanper
@135sara
@multi_streaming
@tontxita
@aagave
@de_kinemathek
@gnispen
@mediennetzwerkb
@siamacalexander
@seproh

Top Tweeters in G7:
@tijenonaran
@openexchange
@gabized
@inspiringfifty
@czoeps
@donatoci
@hansensabine
@petrajenner
@id4me_org
@annett

Top Tweeters in G8:
@emekaokoye
@glennr1809
@ryanbethencourt
@eastofaden
@michaeljohng
@onikuo
@konikutech
@alexkopelyan

Top Tweeters in G9:
@dendrola_gue
@bmz_bund
@onetoone_de
@kfw
@actualicia
@ikarabasz
@dellis52426813

Top Tweeters in G10:
@wfpinnovation
@_hilonet
@infoeco
@biotopiamuseum
@opheliaderoy
@ninamoellers


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