Davos, Twitter, 7/1/2019 5:25:46 PM, 201574


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Davos_2019-07-01_05-59-42.xlsx
Davos_2019-07-01_05-59-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2019
Short Description:
Davos via NodeXL http://bit.ly/2FHVmCs
@jfxm
@wef
@kevinjunta29
@sejehomi
@luciana_fr
@davos
@motorious_dl
@anti_fascist007
@avigyansingh18
@richardhaass

Top hashtags:
#davos
#amnc19
#china
#education
#klosters
#macron
#gameofthrones
#jordan
#wef
#madrisa

Description:
Description
The graph represents a network of 5,763 Twitter users whose tweets in the requested range contained "Davos", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 01 July 2019 at 13:02 UTC.

The requested start date was Monday, 01 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 31-minute period from Thursday, 27 June 2019 at 21:28 UTC to Sunday, 30 June 2019 at 23:59 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 : 5763
Unique Edges : 6061
Edges With Duplicates : 3050
Total Edges : 9111
Number of Edge Types : 3
Mentions : 7756
Replies to : 666
Tweet : 689
Self-Loops : 689
Reciprocated Vertex Pair Ratio : 0.0116009280742459
Reciprocated Edge Ratio : 0.0229357798165138
Connected Components : 578
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 2520
Maximum Edges in a Connected Component : 5342
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.197895
Graph Density : 0.000183819953294554
Modularity : 0.64102
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[132] https://www.weforum.org/agenda/2018/01/top-quotes-from-davos-on-the-future-of-education/
[95] https://twitter.com/starksdany/status/1144760334202417152
[11] https://news.cgtn.com/news/2019-06-30/Global-Political-Calendar-Summer-Davos-Hong-Kong-and-Iran-deal-HSb7fQ68Tu/index.html
[10] https://www.weforum.org/agenda/2019/06/how-businesses-can-tackle-plastics/
[10] https://www.weforum.org/agenda/2019/06/5-reasons-to-not-delay-your-digital-transformation/
[9] https://www.weforum.org/agenda/2019/06/data-exchanges-digital-ai-artificial-intelligence/
[8] http://turkish.cri.cn/1781/2019/06/25/1s198650.htm
[7] https://g1.globo.com/fato-ou-fake/noticia/2019/01/24/e-fake-que-foto-mostra-lula-bebado-em-forum-em-davos-na-suica.ghtml
[6] http://jamaica-gleaner.com/article/news/20190628/mariame-mcintosh-robinson-reflections-davos-2019
[5] http://www.dukece.com/our-story/global-locations/africa/the-davos-of-human-capital-2019/?utm_source=Social&utm_medium=Twitter&utm_campaign=Davos

Top URLs in Tweet in G1:
[2] https://technode.com/2019/06/28/jack-ma-sees-luohan-academy-becoming-the-davos-of-the-technical-community/
[1] https://threadreaderapp.com/thread/1144300321889574912.html
[1] https://www.thenational.ae/world/comment/for-palestinians-donald-trump-s-bahrain-workshop-was-the-farce-of-the-century-1.880076

Top URLs in Tweet in G2:
[1] https://twitter.com/BolsonaroSP/status/1144298988448862208

Top URLs in Tweet in G3:
[128] https://www.weforum.org/agenda/2018/01/top-quotes-from-davos-on-the-future-of-education/
[10] https://www.weforum.org/agenda/2019/06/how-businesses-can-tackle-plastics/
[10] https://www.weforum.org/agenda/2019/06/5-reasons-to-not-delay-your-digital-transformation/
[7] https://www.weforum.org/agenda/2019/06/data-exchanges-digital-ai-artificial-intelligence/
[6] http://jamaica-gleaner.com/article/news/20190628/mariame-mcintosh-robinson-reflections-davos-2019
[4] https://www.weforum.org/agenda/2019/06/this-is-why-ai-has-a-gender-problem/
[4] https://naturalintelligence.com/richard-socher/
[3] https://www.weforum.org/agenda/2019/01/2-davos-experts-says-it-s-time-to-switch-to-a-four-day-working-week
[3] https://www.weforum.org/agenda/2019/06/universities-platform-social-change-tokyo/
[3] https://www.weforum.org/agenda/2019/06/connectivity-is-driving-a-revolution-in-manufacturing/

Top URLs in Tweet in G4:
[1] https://twitter.com/folha/status/1144213294640697344
[1] https://twitter.com/senadorhumberto/status/1144644777335562240

Top URLs in Tweet in G5:
[3] http://www.dukece.com/our-story/global-locations/africa/the-davos-of-human-capital-2019/?utm_source=Social&utm_medium=Twitter&utm_campaign=Davos
[3] https://www.weforum.org/agenda/2018/01/top-quotes-from-davos-on-the-future-of-education/
[2] https://twitter.com/dira_551/status/1144413311364206597
[2] https://globis.jp/article/6854
[2] https://twitter.com/dariojjunior/status/1144723144927850496
[2] https://twitter.com/starksdany/status/1144760334202417152
[2] http://www.hoch3magazin.ch
[2] https://twitter.com/davos/status/1145165091148619779
[2] https://flughafen-lastminute.de/lastminute/?region=offer&taid=itreisebuero&rdate=2020-03-31&adult=2&agent=flm&ddate=2019-07-01&dur=13,15&nid=CR&stars=4&rarec=80&raavg=4&board=2,3,4,5&aid=4673&rid=563&depap=ZRH,GVA,BRN,BSL,MLH&ibe=
[2] http://discount-cruises.de/suche/?page=4&ziel_suche=&schiff_suche=MSC%20Musica&jahr_suche=&sort=&monat_suche=&reiseziele_suche=

Top URLs in Tweet in G6:
[2] https://twitter.com/BeaFromFlorence/status/1144666058097405953
[2] https://twitter.com/populares/status/1144513784565895169
[2] https://www.theguardian.com/us-news/2019/jun/26/how-to-speak-silicon-valley-decoding-tech-bros-from-microdosing-to-privacy
[2] https://twitter.com/elEconomistaes/status/1144644124148207616
[2] https://twitter.com/whitehouse/status/1144444815695908864
[2] https://twitter.com/Tioblancohetero/status/1144383162774171649
[2] https://twitter.com/andrewflood/status/1144537224505151489
[2] https://twitter.com/Albert_Rivera/status/1144496692357545984
[2] https://twitter.com/matteosalvinimi/status/1144848618941222913
[2] https://twitter.com/Davos_Seaworth/status/1145389434566828033

Top URLs in Tweet in G7:
[2] https://twitter.com/motorious_tv/status/1135902711906484224?s=21
[2] https://www.usatoday.com/story/news/politics/2018/05/21/trump-signs-resolution-killing-auto-lending-rule/628326002/
[1] https://twitter.com/motorious_tv/status/1136282053186600965?s=21
[1] https://twitter.com/motorious_dl/status/1143567001794818049?s=21
[1] https://twitter.com/motorious_tv/status/1132092774185086977?s=21
[1] http://YPEnergy.org
[1] https://Twitter.com/motorious_dl
[1] https://www.crunchbase.com/organization/motorious-global-technologies
[1] https://mo-torious-mo.tumblr.com/post/184366285034/donald-trump-win-has-blacks-hispanics-and-muslims/amp?__twitter_impression=true
[1] https://twitter.com/motorious_tv/status/1144849072718798848?s=21

Top URLs in Tweet in G8:
[1] https://www.cnbc.com/2019/06/29/g-20-leaders-sidestep-trade-protectionism-in-communique.html

Top URLs in Tweet in G9:
[4] https://www.youtube.com/watch?v=r5LtFnmPruU&feature=youtu.be

[2] https://twitter.com/JamesOKeefeIII/status/1143127502895898625
[2] https://www.youtube.com/watch?v=GJyJpzqhd74&feature=youtu.be

[2] https://www.youtube.com/watch?v=nkP7AzT4Wq8&feature=youtu.be

[2] https://www.youtube.com/watch?v=SVYB1Q5sxK4&feature=youtu.be&a

[1] https://www.washingtontimes.com/news/2019/feb/1/britain-france-germany-launch-new-trade-system-ira/
[1] https://finance.yahoo.com/news/boeings-737-max-software-outsourced-204657048.html
[1] https://www.youtube.com/watch?v=UcWGgtR1sOI&feature=youtu.be

[1] https://twitter.com/stuartpstevens/status/1143928314333204481
[1] https://twitter.com/ABC/status/1144438141207683074

Top URLs in Tweet in G10:
[93] https://twitter.com/starksdany/status/1144760334202417152

Top Domains
Top Domains in Tweet in Entire Graph:
[260] twitter.com
[194] weforum.org
[29] youtube.com
[12] cgtn.com
[12] globo.com
[9] theguardian.com
[8] cri.cn
[7] davos.ch
[7] jamaica-gleaner.com
[6] tumblr.com

Top Domains in Tweet in G1:
[2] technode.com
[1] threadreaderapp.com
[1] thenational.ae

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

Top Domains in Tweet in G3:
[185] weforum.org
[11] twitter.com
[6] jamaica-gleaner.com
[5] youtube.com
[4] europa.eu
[4] naturalintelligence.com
[2] co.uk
[2] go.jp
[1] weatheraction.com
[1] cgtn.com

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

Top Domains in Tweet in G5:
[41] twitter.com
[6] instagram.com
[5] weforum.org
[5] tumblr.com
[4] youtube.com
[4] flughafen-lastminute.de
[3] dukece.com
[3] facebook.com
[2] technode.com
[2] globis.jp

Top Domains in Tweet in G6:
[47] twitter.com
[3] elpais.com
[2] theguardian.com
[1] europapress.es
[1] heral.do
[1] rtve.es
[1] elconfidencial.com
[1] elsaltodiario.com
[1] elespanol.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[8] twitter.com
[2] usatoday.com
[1] ypenergy.org
[1] crunchbase.com
[1] tumblr.com

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

Top Domains in Tweet in G9:
[15] youtube.com
[8] twitter.com
[1] washingtontimes.com
[1] yahoo.com
[1] nbcnews.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[170] davos
[150] amnc19
[136] china
[129] education
[16] klosters
[15] macron
[11] gameofthrones
[11] jordan
[10] wef
[9] madrisa



Top Hashtags in Tweet in G1:
[4] davos

Top Hashtags in Tweet in G3:
[145] amnc19
[130] china
[127] education
[25] davos
[8] extinctionrebellion
[8] fakescience
[8] brainwashing
[8] globalist
[8] un
[8] 日経プラス10

Top Hashtags in Tweet in G4:
[1] bolsonarcos

Top Hashtags in Tweet in G5:
[16] davos
[5] china
[5] schweiz
[5] zürich
[5] basel
[5] genf
[4] amnc19
[4] bern
[4] zug
[4] winterthur

Top Hashtags in Tweet in G6:
[4] madridcentral
[4] stonewall50
[3] orgullolgtbi
[2] orgullo2019
[2] pixel_dailies
[2] pixelart
[2] amulet
[2] bisibles
[2] castle
[2] sunset

Top Hashtags in Tweet in G7:
[2] motoriousdriverslicense
[1] greenspeedindex
[1] minorities
[1] blacks
[1] hispanics
[1] auto_lending
[1] discrimination
[1] regressive_rates
[1] glass_ceiling
[1] masscustomizationpatent

Top Hashtags in Tweet in G8:
[4] bangladesh
[4] sheikhhasina
[1] china

Top Hashtags in Tweet in G9:
[6] fifawwc
[4] clintonbodycount
[3] metoo
[2] usa
[2] frausa
[2] onenationoneteam
[2] treason
[2] unmaskingqueen
[2] demdebate
[1] teamrapinoe

Top Words
Top Words in Tweet in Entire Graph:
[1749] Words in Sentiment List#1: Positive
[1993] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[120841] Non-categorized Words
[124583] Total Words
[3947] davos
[1930] nao
[1928] teria
[1322] one
[1312] e

Top Words in Tweet in G1:
[1256] davos
[1254] jfxm
[1254] bahrain
[1251] one
[1250] two
[1250] weird
[1250] days
[1250] few
[1250] journalists
[1250] inside

Top Words in Tweet in G2:
[1890] nao
[1889] teria
[632] em
[631] davos
[630] meu
[629] eu
[629] visto
[629] video
[629] golden
[629] shower

Top Words in Tweet in G3:
[264] wef
[193] davos
[146] #amnc19
[143] more
[133] future
[133] education
[131] #china
[130] school
[130] learn
[127] back

Top Words in Tweet in G4:
[1091] e
[557] davos
[546] foi
[545] pode
[545] chefe
[545] estado
[545] ir
[545] ao
[545] g20
[545] não

Top Words in Tweet in G5:
[242] davos
[36] e
[28] em
[24] s
[17] 2019
[16] #davos
[14] seaworth
[13] g20
[13] 2
[13] character

Top Words in Tweet in G6:
[44] davos_seaworth
[25] ha
[23] más
[15] hace
[14] cuando
[14] esto
[12] porque
[12] bandera
[12] así
[11] mismo

Top Words in Tweet in G7:
[14] ecb
[13] motorious_inc
[13] stratus_cirrus
[13] i_am_motorious
[13] walmart
[13] federalreserve
[13] exxonmobilesso
[13] barneysny
[11] brendancarrfcc
[11] fcc

Top Words in Tweet in G8:
[113] davos
[111] g
[109] 20
[108] richardhaass
[108] becoming
[108] formal
[108] gathering
[108] counts
[108] little
[108] matters

Top Words in Tweet in G9:
[52] davos
[35] trump
[28] s
[18] youtube
[16] sh_irredeemable
[15] president
[15] realdonaldtrump
[12] thanks
[11] journalists
[10] up

Top Words in Tweet in G10:
[114] davos
[97] stannis
[94] melisandre
[93] sansastcrk
[93] talking
[8] m
[6] bronn
[6] gonna
[6] s
[4] renly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1927] nao,teria
[1255] two,weird
[1255] weird,days
[1255] days,one
[1255] one,few
[1255] few,journalists
[1255] journalists,inside
[1255] inside,four
[1255] four,seasons
[1255] seasons,bahrain

Top Word Pairs in Tweet in G1:
[1250] two,weird
[1250] weird,days
[1250] days,one
[1250] one,few
[1250] few,journalists
[1250] journalists,inside
[1250] inside,four
[1250] four,seasons
[1250] seasons,bahrain
[1250] bahrain,left

Top Word Pairs in Tweet in G2:
[1889] nao,teria
[630] em,davos
[629] eu,nao
[629] teria,visto
[629] visto,video
[629] video,golden
[629] golden,shower
[629] shower,nao
[629] teria,passado
[629] passado,vergonha

Top Word Pairs in Tweet in G3:
[128] future,education
[127] back,school
[127] school,learn
[127] learn,more
[127] more,future
[127] education,#china
[127] #china,#education
[127] #education,#amnc19
[126] wef,back
[53] davos,wef

Top Word Pairs in Tweet in G4:
[545] pode,chefe
[545] chefe,estado
[545] estado,ir
[545] ir,ao
[545] ao,g20
[545] g20,e
[545] e,não
[545] não,ter
[545] ter,agenda
[545] agenda,oficial

Top Word Pairs in Tweet in G5:
[20] em,davos
[13] davos,seaworth
[11] summer,davos
[7] game,thrones
[5] 1,3
[5] canopy,growth
[5] flug,ab
[4] forum,davos
[4] jon,snow
[4] davos,2019

Top Word Pairs in Tweet in G6:
[5] ha,sido
[4] agresión,homófoba
[4] espectadora7,hematocritico
[4] charlie,s
[4] s,chris
[4] davos_seaworth,hematocritico
[3] personas,mismo
[3] mismo,sexo
[3] algo,así
[3] mucho,miedo

Top Word Pairs in Tweet in G7:
[13] motorious_inc,stratus_cirrus
[13] stratus_cirrus,i_am_motorious
[13] i_am_motorious,ecb
[13] ecb,walmart
[13] walmart,federalreserve
[13] federalreserve,exxonmobilesso
[13] exxonmobilesso,barneysny
[11] brendancarrfcc,fcc
[8] barneysny,shell_ontheroad
[8] shell_ontheroad,ype_nyc

Top Word Pairs in Tweet in G8:
[109] g,20
[108] 20,becoming
[108] becoming,davos
[108] davos,formal
[108] formal,gathering
[108] gathering,counts
[108] counts,little
[108] little,matters
[108] matters,side
[108] side,meetings

Top Word Pairs in Tweet in G9:
[9] s,manufacturing
[7] davos,trump
[7] trump,s
[7] s,done
[7] done,nothing
[7] nothing,thanks
[7] thanks,trump
[7] trump,china
[7] china,s
[7] manufacturing,output

Top Word Pairs in Tweet in G10:
[94] davos,stannis
[93] stannis,talking
[93] talking,melisandre
[92] sansastcrk,davos
[6] m,gonna
[3] bronn,m
[3] gonna,conversate
[3] conversate,u
[3] u,m
[3] gonna,davos

Top Replied-To
Top Replied-To in Entire Graph:
@davos_seaworth
@davos_got
@prospects_watch
@dira_551
@darwinromero19
@davos_seaworthh
@senadorhumberto
@sureshchavhanke
@davos
@davosfi

Top Replied-To in G1:
@jfxm

Top Replied-To in G2:
@jenioquadros

Top Replied-To in G3:
@sureshchavhanke
@davos
@incbundelkhand
@iamhamzaabbasi
@wef
@thewire_in
@bbhavyabishnoi
@anti_fascist007
@business
@kameenelog

Top Replied-To in G4:
@jornalismowando

Top Replied-To in G6:
@davos_seaworth
@espectadora7
@fuengirola_ball
@facking_ancho
@jordirico
@putomikel
@nadaindignado
@gglapresa
@migui2611
@pomestraigo

Top Replied-To in G7:
@motorious_tv
@motorious_dl
@cnbc

Top Replied-To in G8:
@richardhaass

Top Replied-To in G9:
@realdonaldtrump
@jenniferjjacobs
@ramonashelburne
@kingjames
@whitehouse
@dailycaller
@cvpayne
@abu6185
@kamalaharris
@abc

Top Replied-To in G10:
@starksdany
@sansastcrk

Top Mentioned
Top Mentioned in Entire Graph:
@jfxm
@sejehomi
@luciana_fr
@wef
@davos
@richardhaass
@sansastcrk
@change_britain
@un
@wsj

Top Mentioned in G1:
@jfxm
@kimkardashian
@make_me_aware
@thenationaluae
@knowsnothing

Top Mentioned in G2:
@sejehomi

Top Mentioned in G3:
@wef
@davos
@un
@reuters
@wsj
@nytimes
@oic_oci
@eucouncil
@fbi
@cia

Top Mentioned in G4:
@luciana_fr
@sejehomi
@moyennea

Top Mentioned in G5:
@voyageswiss
@alberdianoarg
@kxku
@anarchomurphy

Top Mentioned in G6:
@davos_seaworth
@hematocritico
@facking_ancho
@miclonmalvado
@jordirico
@eljueves
@nicormg
@li3peo
@tannedballsu
@migui2611

Top Mentioned in G7:
@ecb
@motorious_inc
@stratus_cirrus
@i_am_motorious
@walmart
@federalreserve
@exxonmobilesso
@barneysny
@brendancarrfcc
@fcc

Top Mentioned in G8:
@richardhaass
@jfxm
@kishkindha
@defensebaron

Top Mentioned in G9:
@youtube
@sh_irredeemable
@realdonaldtrump
@parhamghobadi
@mmagnetar
@nisegrimm93
@mpinoe
@potus
@ramonashelburne
@espn

Top Mentioned in G10:
@sansastcrk
@beefcliterature
@whorefordavos
@pizzavengers

Top Tweeters
Top Tweeters in Entire Graph:
@askmenfess
@resilient_ent
@alamgirizvi
@debilu2
@dionianjos
@ndtv
@metaquest
@donvix
@netminnow
@frikitty

Top Tweeters in G1:
@debilu2
@metaquest
@netminnow
@sunnysingh_n6
@blubdha
@raypride
@alykhansatchu
@pingachoo
@maddezmom
@keithmfitz

Top Tweeters in G2:
@isaakdinensen
@niqueplum
@fuckinmadhatter
@sepalestrina
@rosemarywarde
@skamorrida
@lampiaodaesquin
@sejehomi
@entojo
@nideoliveira71

Top Tweeters in G3:
@alamgirizvi
@ndtv
@wwf
@guardian
@timesofindia
@business
@calcaware
@channelnewsasia
@reuters
@mdbaid

Top Tweeters in G4:
@dionianjos
@argothr
@francaverdade
@arte_prima
@malungorei
@terraleste_
@lulaparasempre
@ihamma_1
@moyennea
@agesantana

Top Tweeters in G5:
@yasu_yasuno_sa
@carhire121
@pixsellfeed
@andyvermaut
@imvstark
@poetartistjh
@povediitz
@cannabisbiznews
@marcelopintoba
@alberdianoarg

Top Tweeters in G6:
@frikitty
@mjdelrio
@frances_coppola
@nigridal
@orlik_cat
@paradonovalia
@videojuegosgame
@24h_tve
@txuseta
@desselebrada

Top Tweeters in G7:
@walmart
@cnbc
@ft
@nbcsports
@menshealthmag
@dmvfollowers
@womenshealthmag
@popsci
@ca_dmv
@euractiv

Top Tweeters in G8:
@sws_edu
@raisinaseries
@natricer
@mjanemarshall
@tempkt
@carm2158
@msevans034
@sallyagale
@titijojo
@infinity10

Top Tweeters in G9:
@dawalf
@dailycaller
@radiofreetom
@justrycole
@michaelbeatty3
@warriors_mom
@sh_irredeemable
@annabd20
@joyannreid
@mitchellvii

Top Tweeters in G10:
@princesszelduhh
@starksdany
@bernthai
@inspiredbypayne
@wooktastic_
@quinzelalderson
@leahnsherr
@johnwinterday
@midsomnnar
@_lolaponce


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