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Davos_2019-05-15_06-03-09.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 15, 2019
Description:
Description
The graph represents a network of 5,698 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 Wednesday, 15 May 2019 at 13:04 UTC.

The requested start date was Monday, 13 May 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, 12-hour, 3-minute period from Thursday, 09 May 2019 at 11:57 UTC to Monday, 13 May 2019 at 00:01 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 : 5698
Unique Edges : 5695
Edges With Duplicates : 1746
Total Edges : 7441
Number of Edge Types : 3
Mentions : 4844
Tweet : 1669
Replies to : 928
Self-Loops : 1669
Reciprocated Vertex Pair Ratio : 0.0155484558040469
Reciprocated Edge Ratio : 0.0306208053691275
Connected Components : 1770
Single-Vertex Connected Components : 993
Maximum Vertices in a Connected Component : 700
Maximum Edges in a Connected Component : 1691
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.362181
Graph Density : 0.000146881663469341
Modularity : 0.697998
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[71] https://twitter.com/teflondiesel/status/1127594609935171584
[40] https://twitter.com/Draeneirys/status/1126254316376010752
[38] https://www.reddit.com/r/traaaaaaannnnnnnnnns/comments/bmfz05/ser_davos_says_trans_rights/?utm_source=ifttt
[29] https://latinoguysporn.com
[29] https://www.youtube.com/watch?v=YhK7opcG6ao

[21] https://www.ilfattoquotidiano.it/2019/05/11/reddito-di-base-e-15-ore-di-lavoro-alla-settimana-lutopia-dello-storico-che-ha-detto-ai-ricchi-di-davos-di-pagare-le-tasse/5149306/
[20] https://www.oxfam.org/en/even-it/5-shocking-facts-about-extreme-global-inequality-and-how-even-it-davos
[16] https://www.theverge.com/2019/5/10/18564670/game-of-thrones-got-season-8-hbo-final-underserved-minor-characters-varys-tyrion-grey-worm-davos
[12] https://twitter.com/draeneirys/status/1126254316376010752
[10] https://guacamoley.com/celebri-tea/2019/05/10/after-liam-cunningham-blamed-emilia-clarke-for-that-game-of-thrones-coffee-cup-snafu-she-threw-some-shade-right-back/?utm_content=inf_1127_3742_1&utm_campaign=BTAK&tse_id=INF_03088820736611e9b433ab68d22425b2

Top URLs in Tweet in G1:
[38] https://twitter.com/Draeneirys/status/1126254316376010752
[16] https://www.theverge.com/2019/5/10/18564670/game-of-thrones-got-season-8-hbo-final-underserved-minor-characters-varys-tyrion-grey-worm-davos
[12] https://www.ilfattoquotidiano.it/2019/05/11/reddito-di-base-e-15-ore-di-lavoro-alla-settimana-lutopia-dello-storico-che-ha-detto-ai-ricchi-di-davos-di-pagare-le-tasse/5149306/
[11] https://twitter.com/draeneirys/status/1126254316376010752
[8] https://twitter.com/i/events/1126487367890563072
[6] https://twitter.com/liamcunningham1/status/1126341359328272384
[6] https://www.theverge.com/2019/5/10/18564670/game-of-thrones-got-season-8-hbo-final-underserved-minor-characters-varys-tyrion-grey-worm-davos?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.ilfattoquotidiano.it/2019/05/11/reddito-di-base-e-15-ore-di-lavoro-alla-settimana-lutopia-dello-storico-che-ha-detto-ai-ricchi-di-davos-di-pagare-le-tasse/5149306/amp/
[3] http://nelflix.tvmuse4k.com/tv/1399-8-5/game-of-thrones.html
[3] https://blogthinkbig.com/ia-armonizar-innovacion-derechos-humanos-foro-davos

Top URLs in Tweet in G2:
[7] https://www.weforum.org/agenda/2019/05/biodiversity-loss-pollution-climate-change-report/
[5] https://www.nytimes.com/2019/05/08/opinion/letters/davos-world-economic-forum.html?searchResultPosition=6
[4] https://www.weforum.org/agenda/2019/05/could-games-solve-the-worlds-deforestation-crisis/
[4] https://www.weforum.org/agenda/2019/05/3-ways-to-fight-stress-at-work/
[3] https://www.weforum.org/agenda/2019/05/its-time-to-end-the-stigma-around-mental-health-in-the-workplace/
[3] https://www.weforum.org/agenda/2019/05/ageing-humanity-a-4-trillion-free-market-top-stories/
[2] https://www.weforum.org/agenda/2019/03/hackers-are-causing-blackouts-it-s-time-to-boost-our-cyber-resilience?utm_source=Facebook
[2] Videos&utm_medium=Facebook
[2] Videos&utm_campaign=Facebook
[2] Video

Top URLs in Tweet in G3:
[7] https://twitter.com/i/moments/1126487367890563072
[3] https://www.israellycool.com/2019/05/12/game-of-thrones-sir-davos-actor-liam-cunningham-is-an-outspoken-israel-hater/
[1] https://twitter.com/i/web/status/1126345586104590336
[1] https://twitter.com/i/web/status/1126489728461598723
[1] https://twitter.com/i/web/status/1127018492409131010
[1] https://twitter.com/i/web/status/1127018173809688576
[1] https://twitter.com/i/web/status/1127074435452801025
[1] https://twitter.com/i/web/status/1127043745424109568
[1] https://twitter.com/i/web/status/1127042790641192962
[1] https://twitter.com/i/web/status/1126920023338037249

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1127320627608555521

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1127452101859266560

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1127638927081340935

Top URLs in Tweet in G7:
[1] https://thewire.in/politics/narendra-modi-government-failures
[1] https://twitter.com/i/web/status/1126715437008375809
[1] https://twitter.com/i/web/status/1126688055732006912
[1] https://twitter.com/i/web/status/1126843010572939267
[1] https://twitter.com/i/web/status/1126844382194221061
[1] https://twitter.com/i/web/status/1126844578609287169
[1] https://twitter.com/i/web/status/1126889143550656512
[1] https://twitter.com/i/web/status/1127291062899208192
[1] https://twitter.com/i/web/status/1127291755076866048
[1] https://twitter.com/i/web/status/1126653606382395392

Top URLs in Tweet in G8:
[3] https://twitter.com/galileofigar0/status/1126673580593491968
[3] https://twitter.com/liamcunningham1/status/1126341359328272384
[2] https://twitter.com/lannis0ftarth/status/1126673580593491968
[1] https://twitter.com/i/web/status/1083084221126590464
[1] https://twitter.com/i/web/status/1097964639915171840
[1] https://twitter.com/i/web/status/1127303217304367104
[1] https://twitter.com/i/web/status/1126560086992855041
[1] https://twitter.com/i/web/status/1126548660370714626

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1126044603893854209
[1] https://twitter.com/i/web/status/1126795916575420421

Top URLs in Tweet in G10:
[71] https://twitter.com/teflondiesel/status/1127594609935171584
[1] https://twitter.com/i/web/status/1127594609935171584

Top Domains
Top Domains in Tweet in Entire Graph:
[1203] twitter.com
[57] youtube.com
[41] weforum.org
[38] reddit.com
[33] latinoguysporn.com
[27] oxfam.org
[26] ilfattoquotidiano.it
[25] theverge.com
[17] nytimes.com
[11] paper.li

Top Domains in Tweet in G1:
[402] twitter.com
[24] theverge.com
[17] ilfattoquotidiano.it
[8] youtube.com
[7] nytimes.com
[5] instagram.com
[4] tvmuse4k.com
[3] blogthinkbig.com
[3] specificfeeds.com
[3] qz.com

Top Domains in Tweet in G2:
[58] twitter.com
[38] weforum.org
[5] nytimes.com
[3] co.uk
[2] go.jp
[2] washingtonpost.com
[1] medium.com
[1] reuters.com
[1] news24.com
[1] linkedin.com

Top Domains in Tweet in G3:
[19] twitter.com
[3] israellycool.com
[1] instagram.com

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

Top Domains in Tweet in G5:
[1] twitter.com

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

Top Domains in Tweet in G7:
[17] twitter.com
[1] thewire.in

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[761] gameofthrones
[169] retweet
[164] follow
[127] free
[118] win
[80] davos
[68] got
[54] catalonia
[46] giveaway
[21] wef



Top Hashtags in Tweet in G1:
[47] gameofthrones
[37] got
[16] davos
[5] media
[4] tech
[4] dameofgnomes
[3] news
[3] france
[3] globalist
[3] eu

Top Hashtags in Tweet in G2:
[10] china
[9] davos
[8] india
[7] nature
[7] environment
[6] ai
[4] fomc
[4] easymoney
[4] stocks
[4] japan

Top Hashtags in Tweet in G3:
[261] gameofthrones
[3] israel
[3] thehotzone
[2] natgeo
[1] colliderlive
[1] onionking
[1] serdavos
[1] collider
[1] gameofthornes

Top Hashtags in Tweet in G4:
[229] gameofthrones

Top Hashtags in Tweet in G8:
[1] gameofthrones
[1] got

Top Hashtags in Tweet in G9:
[169] retweet
[164] follow
[162] gameofthrones
[127] free
[118] win
[46] giveaway
[11] coffeecupgate
[4] got
[4] competition
[3] freebie

Top Words
Top Words in Tweet in Entire Graph:
[1828] Words in Sentiment List#1: Positive
[1833] Words in Sentiment List#2: Negative
[30] Words in Sentiment List#3: Angry/Violent
[91730] Non-categorized Words
[95391] Total Words
[4092] davos
[758] #gameofthrones
[418] w
[384] 2018
[368] t

Top Words in Tweet in G1:
[914] davos
[117] di
[89] tyrion
[72] game
[70] thrones
[68] e
[67] jon
[64] s
[57] seaworth
[53] characters

Top Words in Tweet in G2:
[140] davos
[73] wef
[63] क
[33] ह
[32] gt
[31] mental
[31] health
[31] स
[30] well
[29] read

Top Words in Tweet in G3:
[287] davos
[279] liamcunningham1
[261] #gameofthrones
[255] latimesent
[254] cup
[241] starbucks
[233] drama
[233] over
[233] continues
[233] tuesday

Top Words in Tweet in G4:
[233] davos
[229] #gameofthrones
[229] stannis
[228] s4
[228] finale
[228] introduces
[228] baratheon
[228] mance
[228] rayder
[228] camera

Top Words in Tweet in G5:
[396] w
[198] styczniu
[198] 2018
[198] roku
[198] davos
[198] mateusz
[198] morawiecki
[198] spokojnie
[198] oświadczył
[198] że

Top Words in Tweet in G6:
[178] avaaz
[178] open
[178] society
[178] ordina
[178] e
[178] facebook
[178] esegue
[178] silenziati
[178] populisti
[178] davos

Top Words in Tweet in G7:
[94] davos
[58] rajiv
[58] gandhi
[58] question
[58] kanwal
[58] fucking
[58] around
[58] countryside
[58] doing
[58] stunts

Top Words in Tweet in G8:
[136] davos
[85] something
[84] up
[83] child
[83] feeling
[83] scared
[83] unloved
[83] waking
[83] cold
[83] sweat

Top Words in Tweet in G9:
[169] #retweet
[166] post
[164] #follow
[163] citadeljames
[162] #gameofthrones
[127] #free
[127] davos
[127] pop
[127] vinyl
[120] chance

Top Words in Tweet in G10:
[74] davos
[73] hen_ease
[72] dies
[72] riot
[2] t

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[256] liamcunningham1,davos
[253] starbucks,cup
[241] #gameofthrones,starbucks
[238] stannis,baratheon
[234] drama,over
[234] over,#gameofthrones
[234] cup,continues
[234] continues,tuesday
[234] tuesday,liamcunningham1
[234] davos,blamed

Top Word Pairs in Tweet in G1:
[69] game,thrones
[57] davos,seaworth
[45] sir,davos
[38] thrones,hope
[38] hope,chest
[38] absent,characters
[29] reddito,di
[29] di,base
[28] base,e
[28] e,15

Top Word Pairs in Tweet in G2:
[31] mental,health
[28] health,well
[28] well,being
[28] being,stated
[28] stated,prime
[28] prime,minister
[28] minister,jacinda
[28] jacinda,ardern
[28] ardern,davos
[27] wef,mental

Top Word Pairs in Tweet in G3:
[255] liamcunningham1,davos
[241] starbucks,cup
[240] #gameofthrones,starbucks
[233] drama,over
[233] over,#gameofthrones
[233] cup,continues
[233] continues,tuesday
[233] tuesday,liamcunningham1
[233] davos,blamed
[232] latimesent,drama

Top Word Pairs in Tweet in G4:
[228] s4,finale
[228] finale,#gameofthrones
[228] #gameofthrones,davos
[228] davos,introduces
[228] introduces,stannis
[228] stannis,baratheon
[228] baratheon,mance
[228] mance,rayder
[228] rayder,camera
[228] camera,abruptly

Top Word Pairs in Tweet in G5:
[198] w,styczniu
[198] styczniu,2018
[198] 2018,roku
[198] roku,w
[198] w,davos
[198] davos,mateusz
[198] mateusz,morawiecki
[198] morawiecki,spokojnie
[198] spokojnie,oświadczył
[198] oświadczył,że

Top Word Pairs in Tweet in G6:
[178] avaaz,open
[178] open,society
[178] society,ordina
[178] ordina,e
[178] e,facebook
[178] facebook,esegue
[178] esegue,silenziati
[178] silenziati,populisti
[178] populisti,davos
[178] davos,2018

Top Word Pairs in Tweet in G7:
[58] rajiv,gandhi
[58] gandhi,question
[58] question,kanwal
[58] kanwal,fucking
[58] fucking,around
[58] around,countryside
[58] countryside,davos
[58] davos,doing
[58] doing,stunts
[57] indiaexplained,rajiv

Top Word Pairs in Tweet in G8:
[83] child,feeling
[83] feeling,scared
[83] scared,unloved
[83] unloved,davos
[83] davos,waking
[83] waking,up
[83] up,cold
[83] cold,sweat
[83] sweat,something
[83] something,wrong

Top Word Pairs in Tweet in G9:
[166] #retweet,post
[164] post,#follow
[127] #free,davos
[127] davos,pop
[127] pop,vinyl
[118] fancy,chance
[118] chance,#win
[118] #win,#free
[118] vinyl,#gameofthrones
[118] #gameofthrones,#retweet

Top Word Pairs in Tweet in G10:
[72] davos,dies
[72] dies,riot
[71] hen_ease,davos

Top Replied-To
Top Replied-To in Entire Graph:
@ofstormsend
@davos_got
@thebeanshireen
@draeneirys
@liamcunningham1
@joemurph
@davos
@blockbustercast
@asongofsansa
@noidatraffic

Top Replied-To in G2:
@noidatraffic
@davos
@worldbanklive
@leodicaprio
@cnn
@helenclarknz
@ivanduque
@drafttulsi
@news18dotcom
@enca

Top Replied-To in G3:
@liamcunningham1
@latimesent
@willmenaker
@rblackpa
@legacies_posie

Top Replied-To in G4:
@thrones_memes
@godfreytauya
@tondzw

Top Replied-To in G7:
@loquacious_lion
@rahulkanwal
@washingtonpost
@imrantelegraph
@varniitnigam
@bicky_744
@divyaspandana
@subytweets
@manjunathpatne
@synchronise1857

Top Replied-To in G10:
@ericmglennon
@hen_ease

Top Mentioned
Top Mentioned in Entire Graph:
@liamcunningham1
@latimesent
@filmeastereggs
@tomaszsiemoniak
@criticascient
@citadeljames
@davos
@starkrings
@wef
@hen_ease

Top Mentioned in G1:
@zerenato_oslima
@karagul_78
@brucejudson
@exrayfusion
@englista
@misoora1
@west_hypocrisy
@schultz08928330
@benecomunenet
@commerceof76

Top Mentioned in G2:
@davos
@wef
@narendramodi
@realdonaldtrump
@un
@gretathunberg
@bbcworld
@nytimes
@uppolice
@amarujalanews

Top Mentioned in G3:
@liamcunningham1
@latimesent
@emiliaclarke
@israellycool
@natgeochannel
@earwolf
@wicnet
@teamcoco
@therealchouse
@legacies_posie

Top Mentioned in G4:
@filmeastereggs
@godfreytauya
@callans_

Top Mentioned in G5:
@tomaszsiemoniak

Top Mentioned in G6:
@criticascient

Top Mentioned in G7:
@indiaexplained
@rahulkanwal
@ijasoberoi
@subytweets
@synchronise1857
@indosecular
@nowthisnews
@ruralindia
@geetv79
@mnomics_

Top Mentioned in G8:
@starkrings
@incorrectasoiaf
@lizziescrown
@maurane95
@filmeastereggs
@florbmne
@sahlobella
@thatgirl_wiggy
@darnaverse

Top Mentioned in G9:
@citadeljames

Top Mentioned in G10:
@hen_ease

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@stevebrookesmbe
@paoloigna1
@resilient_ent
@dichristine
@robre62
@sjb6991
@durobelinda
@suchportalnews
@inabster

Top Tweeters in G1:
@the_mantese
@tuttelenotizie
@politicalhedge
@marciojmsilva
@iconjurer
@liquidskydesign
@universeandnasa
@agenparl
@animeworld31
@stevocandelaria

Top Tweeters in G2:
@cnnnews18
@ndtv
@httweets
@indianexpress
@foxnews
@reuters
@nytimes
@ani
@france24
@sputnikint

Top Tweeters in G3:
@stevebrookesmbe
@dichristine
@sendcats
@fieryreddragon
@charlee_buns
@raisinaseries
@jovnnv
@xlosingfaith
@costanzo740
@aguilar17_yris

Top Tweeters in G4:
@_oosoom
@ivanlugo_
@thegirlmelanie
@tlobri
@theafro_samurai
@_oz___
@papitrollo
@rainbowslinky
@inspiredbypayne
@godfreytauya

Top Tweeters in G5:
@jozefmoneta
@dobson733
@witold_ogowski
@witold_zalewski
@beatax088
@arek2013ok
@zenjk0
@leszek2k2
@wiktormatriks
@mario76wawpl

Top Tweeters in G6:
@iacobellist
@enricovik
@soniagrotto
@jabbatm
@yi_benevolence
@ritaccoalessan1
@sergimagugliani
@markorusso69
@paolatacconi
@12qbert

Top Tweeters in G7:
@indiatoday
@geetv79
@sanjai2july
@aajtak
@time
@washingtonpost
@kewrious
@kapsology
@harmony1960
@megaforcekv

Top Tweeters in G8:
@lariskapargitay
@targaryemn
@lizziescrown
@jashykins
@safetyregui
@loaanou
@ironstheon
@onlyblacksheep
@lizluria
@harrysfajth

Top Tweeters in G9:
@sjb6991
@wannawincompo
@actonphilip
@comperhobbit
@mellowmatters
@walk1961
@kayadeola
@smhumm
@crystalfez
@jayneybarnes

Top Tweeters in G10:
@nickguerriero1
@yoomiloo
@brennansouhrada
@_okane__
@simonfsho
@pattyyy_cakesss
@edward40handzzz
@_marcodeluca
@zbreed
@alexengel12