Davos, Twitter, 6/11/2019 8:14:21 PM, 199753


FAQ | Problem?

Davos_2019-06-11_05-59-41.xlsx
Davos_2019-06-11_05-59-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2019
Short Description:
Davos via NodeXL http://bit.ly/2WZz49h
@davos
@realdonaldtrump
@davos_seaworth
@television_usa
@jackposobiec
@g_easton819
@cernovich
@willchamberlain
@rr76012
@youtube

Top hashtags:
#davos
#gameofthrones
#klosters
#wef
#catalonia
#bilderberg
#nato
#shameonyoutajani

Description:
Description
The graph represents a network of 6,303 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 Tuesday, 11 June 2019 at 13:02 UTC.

The requested start date was Monday, 10 June 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 7-day, 11-hour, 0-minute period from Sunday, 02 June 2019 at 13:00 UTC to Monday, 10 June 2019 at 00:00 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 : 6303
Unique Edges : 6559
Edges With Duplicates : 2917
Total Edges : 9476
Number of Edge Types : 3
Replies to : 1075
Mentions : 6813
Tweet : 1588
Self-Loops : 1588
Reciprocated Vertex Pair Ratio : 0.0185560053981107
Reciprocated Edge Ratio : 0.0364359059291156
Connected Components : 1423
Single-Vertex Connected Components : 675
Maximum Vertices in a Connected Component : 2068
Maximum Edges in a Connected Component : 4792
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.368252
Graph Density : 0.000152008335232808
Modularity : 0.659631
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[110] https://twitter.com/washingtonpost/status/1135742573161660417
[64] https://www.weforum.org/agenda/2019/01/2-davos-experts-says-it-s-time-to-switch-to-a-four-day-working-week/
[16] https://www.weforum.org/agenda/2019/06/water-scarcity-refugee-crisis-tech-solve-it/
[15] https://news.ycombinator.com/item?id=20133308
[15] https://www.nytimes.com/2019/01/25/technology/automation-davos-world-economic-forum.html
[14] https://www.lemonde.fr/economie/article/2019/06/07/depuis-le-davos-russe-poutine-et-xi-jinping-renforcent-leurs-partenariats-autour-de-la-5g_5473282_3234.html
[14] https://es.weforum.org/agenda/2019/01/tu-lista-de-lectura-esencial-para-davos-2019
[11] https://www.bloomberg.com/news/articles/2019-01-20/dimon-schwarzman-and-other-davos-a-listers-add-175-billion-in-10-years
[11] https://davosdeclaration2018.ch/
[11] https://www.weforum.org/agenda/2019/06/world-oceans-day-blue-bonds-can-help-guarantee-the-oceans-wealth/

Top URLs in Tweet in G1:
[1] https://www.milenio.com/opinion/alfredo-villeda/fusilerias/habitos-de-animal-politico

Top URLs in Tweet in G2:
[42] https://www.weforum.org/agenda/2019/01/2-davos-experts-says-it-s-time-to-switch-to-a-four-day-working-week/
[13] https://news.ycombinator.com/item?id=20133308
[5] https://www.lemonde.fr/economie/article/2019/06/05/l-affaire-baring-vostok-jette-une-ombre-sur-le-davos-russe_5471774_3234.html
[4] https://www.bloomberg.com/news/articles/2019-06-05/arrested-u-s-investor-s-cameo-casts-shadow-over-putin-s-davos
[4] https://www.lemonde.fr/economie/article/2019/06/07/depuis-le-davos-russe-poutine-et-xi-jinping-renforcent-leurs-partenariats-autour-de-la-5g_5473282_3234.html
[4] http://www.tokyo-np.co.jp/hold/2012/davos/
[3] https://twitter.com/JackPosobiec/status/1071447288294313985
[3] https://twitter.com/Davos/status/1135909181020606464
[3] https://www.lemonde.fr/economie/article/2019/06/05/l-affaire-baring-vostok-jette-une-ombre-sur-le-davos-russe_5471774_3234.html?xtor=RSS-3208
[3] https://www.deindeal.ch/de/channel/category/197578/?selectedSale=197578&utm_medium=social-organic&utm_source=twitter&utm_campaign=20190606-hardrockhotel

Top URLs in Tweet in G3:
[16] https://www.weforum.org/agenda/2019/06/water-scarcity-refugee-crisis-tech-solve-it/
[11] https://www.weforum.org/agenda/2019/06/world-oceans-day-blue-bonds-can-help-guarantee-the-oceans-wealth/
[10] https://www.bloomberg.com/news/articles/2019-01-20/dimon-schwarzman-and-other-davos-a-listers-add-175-billion-in-10-years
[9] https://www.weforum.org/agenda/2019/01/2-davos-experts-says-it-s-time-to-switch-to-a-four-day-working-week/
[8] https://www.weforum.org/agenda/2019/06/tracing-the-global-rise-of-chinas-tech-giants/
[6] Videos&utm_medium=Facebook
[6] Videos&utm_campaign=Facebook
[6] Video
[6] Blogs
[5] https://www.weforum.org/agenda/2019/06/10-ways-cities-are-tackling-the-global-affordable-housing-crisis/

Top URLs in Tweet in G4:
[3] https://twitter.com/Max_Fisher/status/1135529605530411008
[2] https://www.elespanol.com/social/20190604/actriz-provoca-linchamiento-divulgador-cientifico-tacharle-pedofilo/403459983_0.html
[2] https://twitter.com/vengaboys/status/1134194840974086149
[2] https://mobile.twitter.com/lagarder81/status/1135620951129956352
[2] https://twitter.com/ElEstadoNet/status/1135823185545486336
[2] https://twitter.com/ActualidadRT/status/1135522873387507712
[2] https://twitter.com/HurricaneStiz/status/1135622014839021575
[2] https://twitter.com/sarahpaulsbean/status/1135014610401079297
[2] https://www.elmundotoday.com/2019/06/christian-bale-ha-engordado-60-000-kilos-para-interpretar-a-moby-dick-en-su-proxima-pelicula/
[2] https://twitter.com/JesusSanchez__/status/1136272848136409094?s=19

Top URLs in Tweet in G5:
[4] https://twitter.com/matthewkish/status/1135661063725182977
[3] https://twitter.com/TeamYouTube/status/1136055351885815808
[2] https://twitter.com/toxxdann/status/1135653731805122560
[2] https://twitter.com/10tv/status/1135033295421394946
[2] https://twitter.com/slimrel__/status/1135737302301511680
[2] https://twitter.com/mattwalshblog/status/1135942340064006144
[2] https://twitter.com/arashmarkazi/status/1135766066729107456
[2] https://twitter.com/realdonaldtrump/status/1137112921991983105
[2] https://twitter.com/yahoocasports/status/1137130621346562048
[2] https://twitter.com/primenerlens/status/1137198385616887808

Top URLs in Tweet in G6:
[1] https://youtu.be/B67pBbRFeRk
[1] https://twitter.com/DaleLanan/status/1135482023781421056
[1] https://twitter.com/PaulHBeckwith/status/1136377381160181765
[1] https://twitter.com/thegwpfcom/status/1136382781574041601
[1] https://twitter.com/Randi_Greenwood/status/1137070559118807040
[1] http://www.lematin.ch/15008185
[1] https://www.washingtonpost.com/technology/2019/01/23/billionaires-davos-hate-alexandra-ocasio-cortezs-percent-tax-rich/?utm_term=.cc24715dab28
[1] http://lematin.ch/suisse/La-concession-etendue-pour-quatre-maisons-de-jeu/story/26590179
[1] https://www.fridaysforfuture.org/greta-speeches
[1] https://www.theguardian.com/environment/2019/feb/15/the-beginning-of-great-change-greta-thunberg-hails-school-climate-strikes

Top URLs in Tweet in G7:
[1] http://www.arabnews.com/node/1507341/saudi-arabia
[1] https://in.finance.yahoo.com/
[1] https://twitter.com/sjsrana/status/1136626783359365121

Top URLs in Tweet in G8:
[107] https://twitter.com/washingtonpost/status/1135742573161660417

Top URLs in Tweet in G9:
[1] https://twitter.com/realdonaldtrump/status/1137155056044826626
[1] https://twitter.com/washingtonpost/status/1135742573161660417

Top URLs in Tweet in G10:
[1] http://CULPA.ES
[1] https://twitter.com/glafferriere/status/1137697673002328065
[1] https://twitter.com/sergiomassa/status/1137382382787551232
[1] https://twitter.com/arilijalad/status/1136945728205533184
[1] https://twitter.com/luisnovaresio/status/1136223218493263872

Top Domains
Top Domains in Tweet in Entire Graph:
[418] twitter.com
[169] weforum.org
[46] youtube.com
[36] lemonde.fr
[27] bloomberg.com
[22] ycombinator.com
[22] nytimes.com
[14] instagram.com
[14] trib.al
[12] co.uk

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

Top Domains in Tweet in G2:
[90] twitter.com
[46] weforum.org
[20] lemonde.fr
[16] ycombinator.com
[12] youtube.com
[7] lnkd.in
[7] instagram.com
[6] rental121.com
[5] cnn.com
[4] ebay.com

Top Domains in Tweet in G3:
[91] weforum.org
[15] twitter.com
[12] bloomberg.com
[5] youtube.com
[4] facebook.com
[2] technologyreview.com
[2] go.jp
[2] burning-glass.com
[2] linkedin.com
[2] naturalintelligence.com

Top Domains in Tweet in G4:
[54] twitter.com
[2] elespanol.com
[2] elmundotoday.com
[2] gritpost.com
[2] maldita.es
[2] elpais.com
[2] reuters.com
[2] nytimes.com
[1] youtube.com
[1] twimg.com

Top Domains in Tweet in G5:
[30] twitter.com
[15] youtube.com
[2] time.com
[1] bit.ly
[1] cbc.ca
[1] slideshare.net

Top Domains in Tweet in G6:
[6] twitter.com
[2] lematin.ch
[2] fridaysforfuture.org
[1] youtu.be
[1] washingtonpost.com
[1] theguardian.com
[1] cnn.com

Top Domains in Tweet in G7:
[1] arabnews.com
[1] yahoo.com
[1] twitter.com

Top Domains in Tweet in G8:
[107] twitter.com

Top Domains in Tweet in G9:
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[162] davos
[45] gameofthrones
[45] klosters
[38] wef
[35] catalonia
[32] bilderberg
[28] nato
[27] shameonyoutajani
[25] biodiversity
[23] madrisa



Top Hashtags in Tweet in G2:
[27] davos
[14] switzerland
[12] gameofthrones
[7] got
[7] wef
[6] forum
[6] spief2019
[5] earthlover
[5] greenisthenewblack
[5] greenplanet

Top Hashtags in Tweet in G3:
[12] davos
[10] wef
[8] worldenvironmentday
[7] wef19
[7] marca
[7] empresa
[6] g20
[6] kosovo
[4] sustainability
[4] environment

Top Hashtags in Tweet in G4:
[4] pride
[2] felizlunes
[2] hayquesermuyhombre
[2] uk
[2] climatechange
[2] naming
[2] nyaming
[2] mastersofnaming
[2] chernobyl
[2] hamiltonchi

Top Hashtags in Tweet in G5:
[2] wethenorth
[2] gameofthrones
[2] forthethrone
[1] dday
[1] chernobylhbo
[1] moderator
[1] davos
[1] moderatorsuz
[1] adaletyerinibuldu
[1] eyt

Top Hashtags in Tweet in G6:
[8] vendredilecture
[6] windydayconcept
[4] mustwatch
[2] davos2019
[2] mondaymotivation
[2] fightinequality
[2] davos
[1] wef19
[1] istayontheground
[1] climatestrike

Top Hashtags in Tweet in G10:
[2] fernandezfernandez2019
[1] vamosboca
[1] buendomingo
[1] ff2019
[1] chaucambiemos
[1] definite

Top Words
Top Words in Tweet in Entire Graph:
[1939] Words in Sentiment List#1: Positive
[1715] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[119788] Non-categorized Words
[123442] Total Words
[3434] davos
[795] fue
[777] g20
[767] presidente
[755] ahora

Top Words in Tweet in G1:
[719] presidente
[719] davos
[717] g20
[717] fue
[716] julenrementeria
[715] anuncia
[715] tampoco
[715] tantos
[715] buscando
[715] presidencia

Top Words in Tweet in G2:
[662] davos
[256] ã
[82] â
[71] s
[69] seaworth
[59] ðÿ
[46] time
[45] day
[45] ø
[41] t

Top Words in Tweet in G3:
[211] davos
[108] à
[75] wef
[52] â
[35] global
[27] world
[26] crisis
[25] tech
[23] imagine
[21] help

Top Words in Tweet in G4:
[32] ha
[25] s
[23] â
[21] n
[21] davos_seaworth
[20] davos
[17] ni
[14] porque
[13] tu
[12] realdonaldtrump

Top Words in Tweet in G5:
[83] â
[28] s
[27] t
[23] youtube
[22] kawhi
[18] davos
[17] know
[16] davos_seaworthh
[12] itâ
[12] one

Top Words in Tweet in G6:
[112] â
[73] davos
[46] s
[33] nowthisnews
[32] m
[32] historian
[31] feels
[31] firefighters
[31] conference
[31] allowed

Top Words in Tweet in G7:
[28] davos
[22] mehdirhasan
[21] eucouncil
[20] cia
[19] trpresidency
[19] oic_oci
[19] mwlorg_en
[19] muslimmatters
[19] mohamedbinzayed
[19] chedetofficial

Top Words in Tweet in G8:
[107] now
[107] ambush
[107] everyone
[107] flying
[107] davos
[107] private
[107] jets
[107] talk
[107] global
[107] warming

Top Words in Tweet in G9:
[195] s
[97] pulled
[97] miracle
[97] really
[97] first
[97] time
[97] someone
[97] tried
[97] good
[97] non

Top Words in Tweet in G10:
[55] davos
[53] sergiomassa
[21] macri
[16] massa
[16] vaya
[16] haga
[12] frenterenovador
[11] n
[11] donde
[9] va

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[742] fue,davos
[725] tampoco,fue
[723] presidente,anuncia
[723] g20,tampoco
[722] buscando,presidencia
[722] presidencia,ahora
[721] julenrementeria,presidente
[400] aã,os
[389] irã,g20
[388] anuncia,irã

Top Word Pairs in Tweet in G1:
[717] fue,davos
[715] presidente,anuncia
[715] g20,tampoco
[715] tampoco,fue
[715] buscando,presidencia
[715] presidencia,ahora
[714] julenrementeria,presidente
[387] irã,g20
[387] aã,os
[386] anuncia,irã

Top Word Pairs in Tweet in G2:
[88] ã,ã
[69] davos,seaworth
[33] four,day
[33] day,working
[33] working,week
[32] time,switch
[32] switch,four
[31] week,two
[29] game,thrones
[23] ø,ø

Top Word Pairs in Tweet in G3:
[96] à,à
[26] wef,davos
[17] water,scarcity
[17] scarcity,triggers
[16] triggers,refugee
[16] refugee,crisis
[16] tech,solve
[16] â,quã
[15] crisis,â
[15] â,tech

Top Word Pairs in Tweet in G4:
[6] mã,s
[6] ha,pasado
[5] les,gustan
[5] homã,fobo
[4] declaración,bienes
[4] sus,empleados
[4] quakecon,europe
[4] taaaa,taaaa
[4] ã,ã
[4] trans,kid

Top Word Pairs in Tweet in G5:
[53] â,â
[12] itâ,s
[8] donâ,t
[4] t,know
[4] iâ,m
[4] m,telling
[4] incurs,debt
[4] debt,truth
[4] truth,sooner
[4] sooner,later

Top Word Pairs in Tweet in G6:
[53] â,â
[31] m,firefighters
[31] firefighters,conference
[30] allowed,speak
[29] s,allowed
[29] iâ,m
[28] speak,water
[28] feels,iâ
[27] water,â
[26] â,feels

Top Word Pairs in Tweet in G7:
[19] trpresidency,oic_oci
[19] oic_oci,mwlorg_en
[19] mwlorg_en,muslimmatters
[19] muslimmatters,mohamedbinzayed
[19] mohamedbinzayed,chedetofficial
[19] imfnews,davos
[18] chedetofficial,arabnews
[18] arabnews,muslimadvocates
[18] muslimadvocates,kemlu_ri
[18] kemlu_ri,qataratun

Top Word Pairs in Tweet in G8:
[107] now,ambush
[107] ambush,everyone
[107] everyone,flying
[107] flying,davos
[107] davos,private
[107] private,jets
[107] jets,talk
[107] talk,global
[107] global,warming
[107] warming,leftâ

Top Word Pairs in Tweet in G9:
[97] s,pulled
[97] pulled,miracle
[97] miracle,s
[97] s,really
[97] really,first
[97] first,time
[97] time,someone
[97] someone,tried
[97] tried,good
[97] good,non

Top Word Pairs in Tweet in G10:
[7] macri,llevo
[7] llevo,davos
[7] pregunto,sergiomassa
[7] sergiomassa,dio
[7] dio,cuenta
[7] cuenta,haga
[7] haga,haga
[7] haga,vaya
[7] vaya,donde
[7] donde,vaya

Top Replied-To
Top Replied-To in Entire Graph:
@liamcunningham1
@sergiomassa
@davos_seaworth
@jonsnowprince
@davos
@davos_seaworthh
@bellezzaribell
@bordenave_davos
@ashtoussaint
@eldestapeweb

Top Replied-To in G1:
@julenrementeria

Top Replied-To in G2:

Top Replied-To in G3:
@davos
@svenastheimer
@rosenchild
@wef
@wefbookclub
@brucebartlett
@zwaneraymond
@theofficialsbi
@nytimes
@spectatorindex

Top Replied-To in G4:
@davos_seaworth
@gogoetak
@itsmerhae
@mjdelrio
@cnn
@eieanorguthries
@senschumer
@leather_rebel84
@katiesony
@jhonnybetanco

Top Replied-To in G5:
@davos_seaworthh
@fox10phoenix
@hoenara_
@davos_
@marushittt
@srfortfast
@ninde_black
@zeldauniverse
@xizar0x
@jrhodespianist

Top Replied-To in G6:
@lala_firehawk
@teapot_backup
@rcbregman
@jeanneyacoubou
@kevpluck
@malcolm59228345
@barryoleary77
@imliberal
@pmagn
@jayinslee

Top Replied-To in G7:
@kunalpurohit
@mrsamratx
@prasanto
@shoaib_idrisi99
@paree7861
@nehadixit123
@incindia
@cjwerleman
@vsirnate
@rebelawyer

Top Replied-To in G10:
@sergiomassa
@eldestapeweb
@nbg__
@ceciliamoreau
@marcelolerner1
@cfkargentina
@ischargro
@jorhurt
@asisoberdan
@chiclagloba2013

Top Mentioned
Top Mentioned in Entire Graph:
@julenrementeria
@davos
@cernovich
@marksimoneny
@abrahamendieta
@wef
@amnesty
@jftndr
@antonio_tajani
@ep_president

Top Mentioned in G1:
@julenrementeria
@amerikapa
@acvilleda
@martibatres
@ricardomonreala

Top Mentioned in G2:
@diegommadrid
@anibalsanchez
@jasonemryssss
@ins_breakfast

Top Mentioned in G3:
@davos
@wef
@worldbank
@rudyhavenstein
@callumgrieve
@svenastheimer
@faznet
@un
@metalepsframe

Top Mentioned in G4:
@realdonaldtrump
@tyrexito
@steckel
@davos_seaworth
@youtube
@mjdelrio
@potus
@guillermofesser
@gaywonk
@goldie_gemma

Top Mentioned in G5:
@youtube
@fox10phoenix
@rterdogan
@lakeshowyo
@davos_seaworthh
@melomoreno
@sethrogen
@raptors
@ddale8
@drake

Top Mentioned in G6:
@nowthisnews
@gretathunberg
@ajstream
@rcbregman
@aoc
@larry79115
@oxfamfrance
@lala_firehawk
@michaeldell

Top Mentioned in G7:
@davos
@eucouncil
@mehdirhasan
@trpresidency
@oic_oci
@mwlorg_en
@muslimmatters
@mohamedbinzayed
@chedetofficial
@arabnews

Top Mentioned in G8:
@cernovich

Top Mentioned in G9:
@marksimoneny
@cernovich

Top Mentioned in G10:
@sergiomassa
@frenterenovador
@matiasdenislor1
@dmvasco
@joseluisgioja
@novotoprochorro
@carlosmaradeo
@mauriciomacri
@nbg__
@perfilcom

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@alllibertynews
@resilient_ent
@koltovskoyyakov
@econewsn1
@inabster
@esterlinalanzi
@globalissuesweb
@el_universal_mx
@milenio

Top Tweeters in G1:
@mama_de_bruna
@eleuterio007
@diariolainfo
@locrtatapia
@xunpaisenpaz
@tonoespindola
@edgquin
@amerikapa
@estrella_gus
@lennyscotab

Top Tweeters in G2:
@zazoomblog
@koltovskoyyakov
@econewsn1
@globalissuesweb
@therussophile
@filterednews
@gafanhotoapp
@pekkapuhakka
@infosnewsn1
@capitalfmkenya

Top Tweeters in G3:
@inabster
@cnnnews18
@menabster
@rosenchild
@abc_es
@sheilaaj
@france24
@washingtonpost
@cnbc
@wsj

Top Tweeters in G4:
@mjdelrio
@publico_es
@christineiam
@cnn
@el__yayo
@undivaga
@gordocontrapo
@rtve
@ciudadfutura
@solof1sincirco

Top Tweeters in G5:
@flybyknite
@fox10phoenix
@tsn_sports
@el_budget
@justrycole
@themistermarcus
@anildash
@benshapiro
@dodgers
@stevesmithffx

Top Tweeters in G6:
@reuters
@las2950
@mchovden1785
@lematinch
@ajstream
@mikeytheweasel
@pmagn
@benoit_gregory
@nowthisnews
@yaadmeki

Top Tweeters in G7:
@ndtv
@httweets
@thesun
@rt_com
@cjsienna55
@the_hindu
@dwnews
@arabnews
@uppolice
@mehdirhasan

Top Tweeters in G8:
@michael2014abc
@stjohnswoods
@weldtowrite
@psgcindy
@letimunoz0004
@shwnski
@snowblasting
@daveydiver72
@excarkun
@bobloblaw1717

Top Tweeters in G9:
@lyn1350
@gracerohlf
@lord_gow
@mikecrooks
@delyju
@evat101010
@grammies28
@sakimasse
@njcjr1979
@riponite

Top Tweeters in G10:
@jorhurt
@c5n
@monteroseva
@perfilcom
@shiftbull
@jorgehalperin
@edel3591
@chiclagloba2013
@jrochaga
@adrianapellaca1