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coachella_2018-01-12_13-18-33.xlsx
coachella_2018-01-12_13-18-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2018
Short Description:
coachella via NodeXL http://bit.ly/2Ft1IUy
@coachella
@expiorative
@l_e_aaaa
@dokyungsoolin
@shortfilmmaker
@franc0stein
@beyonce
@billboard

Description:
Description
The graph represents a network of 5,658 Twitter users whose tweets in the requested range contained "coachella", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 January 2018 at 21:21 UTC.

The requested start date was Friday, 12 January 2018 at 01:01 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 1-day, 8-hour, 55-minute period from Wednesday, 10 January 2018 at 03:05 UTC to Thursday, 11 January 2018 at 12:01 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 : 5658
Unique Edges : 6244
Edges With Duplicates : 623
Total Edges : 6867
Self-Loops : 1875
Reciprocated Vertex Pair Ratio : 0.0128991330090928
Reciprocated Edge Ratio : 0.0254697286012526
Connected Components : 1870
Single-Vertex Connected Components : 1072
Maximum Vertices in a Connected Component : 1079
Maximum Edges in a Connected Component : 1814
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.647872
Graph Density : 0.000149653332273575
Modularity : 0.772656
NodeXL Version : 1.0.1.390

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[137] https://twitter.com/coachella/status/948346956362825728
[38] https://www.youtube.com/watch?v=F6FEb6dVkKk&feature=youtu.be&a

[28] http://www.thefader.com/2018/01/03/coachella-philip-anschutz-anti-gay-abortion?utm_source=tftw
[28] http://po.st/scms/OrMCe04Lcp0lOFmbAsE7t2_pQbWrX3LcJZqHTTcbcp0l/1oZTEM
[26] https://twitter.com/carlxgrimez/status/918592038337220608
[18] http://j-channel.jp/th/c-news/c-entertainment/56370/?utm_source=dlvr.it&utm_medium=twitter
[17] http://thesource.com/2018/01/08/coachella-bans-use-of-marijuana-in-spite-of-californias-legalization/
[17] https://www.coachella.com/playlists
[17] https://www.instagram.com/p/BdzRpBflykU/
[10] https://www.buzzfeed.com/sydrobinson1/are-these-real-bands-playing-coachella?utm_term=4ldqpia

Top URLs in Tweet in G1:
[20] https://twitter.com/carlxgrimez/status/918592038337220608
[15] https://twitter.com/coachella/status/948346956362825728
[10] https://www.buzzfeed.com/sydrobinson1/are-these-real-bands-playing-coachella?utm_term=4ldqpia
[9] https://on-the-cheap.com/jeremy-allen-white-is-coachella-worth-the-money-tmz/
[6] https://twitter.com/globaldanceelec/status/950961294860931073
[4] https://twitter.com/bonnaroo/status/950712892684406784
[4] http://www.iheart.com/show/The-Alan-Cox-Show-24-7/?episode_id=28821581&autoplay=true
[3] http://fortune.com/2018/01/09/california-legal-marijuana-coachella/
[3] https://twitter.com/_shxrxn/status/728099974609698816
[3] https://twitter.com/coachella/status/951222330721673216

Top URLs in Tweet in G2:
[16] https://www.coachella.com/playlists
[9] https://twitter.com/coachella/status/948346956362825728
[3] https://block.fm/news/marijuan_coachella
[3] https://twitter.com/globaldanceelec/status/950961294860931073
[2] http://www.declanmckenna.net/live
[2] http://www.youredm.com/2018/01/06/coachella-reclaims-spot-highest-grossing-festival-world/
[2] https://www.coachella.com/lineup/#/artist/x-japan
[2] https://www.elsoldeirapuato.com.mx/gossip/celebridades/coachella-permitira-el-consumo-de-marihuana-dentro-del-festival-556983.html
[2] https://www.diariodequeretaro.com.mx/gossip/celebridades/coachella-permitira-el-consumo-de-marihuana-dentro-del-festival-556983.html?utm_content=buffer9a657&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://open.spotify.com/user/sjwilsonn/playlist/5IrBuOmADpYNKIXkQ7snT1?si=Q-xQdp_CSmae2QcBPMveQA

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/948923806545977345
[1] https://twitter.com/i/web/status/951413632885178369
[1] https://twitter.com/i/web/status/951422748835774465
[1] https://twitter.com/i/web/status/948372499279966208
[1] https://twitter.com/i/web/status/948374946505306112
[1] https://twitter.com/i/web/status/951057360612573185
[1] https://twitter.com/i/web/status/948404817155710977
[1] https://twitter.com/i/web/status/951061631097700352

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/951327897708474375

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/950848654213988352
[1] https://twitter.com/i/web/status/948765332625395712

Top URLs in Tweet in G9:
[17] https://www.instagram.com/p/BdzRpBflykU/
[7] https://www.instagram.com/p/BdxMA1XlW8l/
[1] https://twitter.com/i/web/status/951070256130285569
[1] https://twitter.com/i/web/status/951286509201588224
[1] https://www.instagram.com/p/BdxKKb1Fxbz/
[1] https://twitter.com/i/web/status/951074742248857600
[1] https://twitter.com/i/web/status/951071681161740288
[1] https://twitter.com/i/web/status/951071656503517185

Top URLs in Tweet in G10:
[2] https://twitter.com/coachella/status/948346956362825728
[2] https://twitter.com/kyrstiphotias/status/950111333906657280
[1] https://twitter.com/yoncevocals/status/951240521501954049
[1] https://twitter.com/i/web/status/950111333906657280
[1] https://twitter.com/i/web/status/951305505229557760
[1] https://twitter.com/i/web/status/951294378718453761
[1] https://www.theguardian.com/music/2018/jan/03/coachella-2018-lineup-announced-beyonce-eminem-the-weeknd?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#290982212-tw#1515012960562
[1] https://twitter.com/thatgrapejuice/status/950743371848577024
[1] https://twitter.com/i/web/status/951132767743561728

Top Domains
Top Domains in Tweet in Entire Graph:
[839] twitter.com
[73] youtube.com
[50] instagram.com
[31] po.st
[29] thefader.com
[27] coachella.com
[19] j-channel.jp
[17] thesource.com
[14] iheart.com
[14] buzzfeed.com

Top Domains in Tweet in G1:
[279] twitter.com
[16] instagram.com
[14] buzzfeed.com
[9] iheart.com
[9] on-the-cheap.com
[6] youtube.com
[6] ebay.com
[6] thebeautytv.com
[6] votyus.me
[5] cmun.it

Top Domains in Tweet in G2:
[61] twitter.com
[20] coachella.com
[4] com.mx
[3] block.fm
[3] secondstreetapp.com
[2] declanmckenna.net
[2] youredm.com
[2] spotify.com
[1] cannabisnow.com
[1] freshpairofiis.com

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

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

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

Top Domains in Tweet in G9:
[25] instagram.com
[5] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[265] coachella
[52] gda2018
[44] xo
[41] exo
[41] exol
[41] bestfanarmy
[25] xjapan
[23] coachella2018
[23] iheartawards
[21] jrock



Top Hashtags in Tweet in G1:
[43] coachella
[9] beauty
[8] makeup
[8] marijuana
[7] music
[4] iheartawards
[4] california
[4] metoo
[3] festival
[3] coachella2018

Top Hashtags in Tweet in G2:
[17] coachella
[6] coachella2018
[5] bonnaroo2018
[4] deiztapalapaparaelmundo
[3] coachellatickets
[3] beyonce
[3] theweeknd
[3] eminem
[3] marijuana
[3] detroitlove

Top Hashtags in Tweet in G5:
[52] gda2018
[40] exo
[35] exol
[30] bestfanarmy
[16] 엑소
[14] iheartawards
[3] exol_은빛물결_고마워
[1] exols

Top Hashtags in Tweet in G9:
[9] elnella

Top Hashtags in Tweet in G10:
[4] coachella
[1] music

Top Words
Top Words in Tweet in Entire Graph:
[1688] Words in Sentiment List#1: Positive
[1582] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[74901] Non-categorized Words
[78173] Total Words
[5157] coachella
[721] year
[678] lineup
[474] s
[458] 2018

Top Words in Tweet in G1:
[1079] coachella
[120] go
[85] s
[78] m
[74] year
[72] tickets
[72] 2018
[66] going
[64] t
[60] weekend

Top Words in Tweet in G2:
[530] coachella
[95] passes
[77] 2
[71] festival
[61] 1
[50] now
[49] shuttle
[42] one
[41] available
[41] weekends

Top Words in Tweet in G3:
[312] everyone
[312] complaining
[312] coachella
[312] lineup
[312] year
[311] franc0stein

Top Words in Tweet in G4:
[127] coachella
[125] valley
[123] expiorative
[2] drake
[2] out

Top Words in Tweet in G5:
[118] ะ
[104] อย
[89] coachella
[73] weareoneexo
[65] dokyungsoolin
[55] ก
[52] ไม
[52] ใส
[52] ใจอย
[52] ล

Top Words in Tweet in G6:
[111] bands
[110] louis_tomlinson
[110] seen
[110] coachella
[110] line
[110] up
[110] fuck
[110] s
[110] festival

Top Words in Tweet in G7:
[104] coachella
[100] phuckinerick
[58] once
[58] ángeles
[58] azules
[58] start
[58] playing
[46] year
[42] alexandrademx
[3] go

Top Words in Tweet in G8:
[80] jessiepaege
[80] 2017
[80] wrote
[80] children's
[80] book
[80] discusses
[80] serious
[80] topics
[80] dyed
[80] hair

Top Words in Tweet in G9:
[94] coachella
[76] wedding
[59] pre
[51] elnella
[46] dinner
[45] s
[42] boracay
[31] maxenemagalona
[31] robmananquil
[30] went

Top Words in Tweet in G10:
[62] coachella
[33] beyonce
[18] desert
[16] re
[16] springs
[14] see
[12] 760
[12] brawley
[12] bermuda
[12] dunes

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[521] coachella,lineup
[330] everyone,complaining
[319] lineup,year
[313] complaining,coachella
[311] franc0stein,everyone
[301] coachella,2018
[202] coachella,valley
[198] go,coachella
[194] line,up
[162] coachella,line

Top Word Pairs in Tweet in G1:
[76] go,coachella
[43] coachella,2018
[38] coachella,tickets
[38] going,coachella
[32] weekend,1
[25] coachella,valley
[24] coachella,year
[23] playing,coachella
[22] tickets,coachella
[21] 1,2

Top Word Pairs in Tweet in G2:
[41] 1,2
[40] travel,packages
[40] passes,hotel
[40] weekends,1
[39] coachella,travel
[38] packages,include
[38] include,festival
[38] festival,passes
[38] passes,shuttle
[38] shuttle,passes

Top Word Pairs in Tweet in G3:
[312] everyone,complaining
[312] complaining,coachella
[312] coachella,lineup
[312] lineup,year
[311] franc0stein,everyone

Top Word Pairs in Tweet in G4:
[125] coachella,valley
[123] expiorative,coachella
[2] drake,out
[2] out,coachella

Top Word Pairs in Tweet in G5:
[52] ไม,ใส
[52] ใส,ใจอย
[52] ใจอย,ล
[52] ล,ะ
[52] ะ,เดาทางม
[52] เดาทางม,นได
[52] นได,อย
[52] อย,แล
[52] แล,วอ
[52] วอ,ะ

Top Word Pairs in Tweet in G6:
[110] seen,coachella
[110] coachella,line
[110] line,up
[110] up,fuck
[110] fuck,bands
[110] bands,s
[110] s,festival
[109] louis_tomlinson,seen

Top Word Pairs in Tweet in G7:
[58] once,ángeles
[58] ángeles,azules
[58] azules,start
[58] start,playing
[58] playing,coachella
[57] phuckinerick,once
[44] coachella,year
[43] phuckinerick,coachella
[42] alexandrademx,phuckinerick
[2] tempted,buy

Top Word Pairs in Tweet in G8:
[80] 2017,wrote
[80] wrote,children's
[80] children's,book
[80] book,discusses
[80] discusses,serious
[80] serious,topics
[80] topics,dyed
[80] dyed,hair
[80] hair,blue
[80] blue,creatively

Top Word Pairs in Tweet in G9:
[59] pre,wedding
[31] maxenemagalona,robmananquil
[30] robmananquil,went
[30] went,coachella
[30] coachella,inspired
[30] inspired,pre
[30] wedding,party
[30] party,boracay
[30] boracay,guests
[30] guests,included

Top Word Pairs in Tweet in G10:
[12] re,760
[12] 760,brawley
[12] brawley,bermuda
[12] bermuda,dunes
[12] dunes,cathedral
[12] cathedral,city
[12] city,coachella
[12] coachella,desert
[12] desert,hot
[12] hot,springs

Top Replied-To
Top Replied-To in Entire Graph:
@coachella
@trevormoran
@jeffreydesocio
@eloisemarie26
@izabelle_jaime
@mikeyrocs55
@yungcorgi
@chrisk8oh
@thekillers
@pandekath

Top Replied-To in G2:
@coachella
@mikeyrocs55
@thekillers
@spenceriswhite
@globaldanceelec
@rmmreyes
@kylehvlett
@uvy_wear
@moscatomeeks
@thethird_man

Top Replied-To in G5:
@jeffreydesocio
@obrienmedia
@exolove23248735
@senikai94
@kjininihae

Top Replied-To in G6:
@louis_tomlinson

Top Replied-To in G7:
@phuckinerick

Top Replied-To in G8:
@jessiepaege

Top Replied-To in G10:
@postmalone
@beyonce
@coachella
@babybash
@fayeavenue2
@haimtheband
@brunokatchau
@gucci1017
@oxminaox

Top Mentioned
Top Mentioned in Entire Graph:
@coachella
@franc0stein
@expiorative
@louis_tomlinson
@phuckinerick
@jessiepaege
@weareoneexo
@dokyungsoolin
@youtube
@jessthesav

Top Mentioned in G1:
@kclsiyam
@cosmicindigo_
@irldom
@lorenzomicax
@contourderm
@juliocesartri15
@enes_hoti
@hmuppl

Top Mentioned in G2:
@coachella
@eminem
@theweeknd
@dancingastro
@angelesazulesmx
@petitbiscuit
@bonnaroo
@vmtevents
@troyesivan

Top Mentioned in G3:
@franc0stein

Top Mentioned in G4:
@expiorative
@firehlphop

Top Mentioned in G5:
@weareoneexo
@dokyungsoolin
@coachella
@jeffreydesocio
@obrienmedia
@baekhyunited
@obrie
@unloyeol
@jeffreydeso
@exolove23248735

Top Mentioned in G6:
@louis_tomlinson

Top Mentioned in G7:
@phuckinerick
@alexandrademx
@anayelyruiz

Top Mentioned in G8:
@jessiepaege
@boyfrienddolan

Top Mentioned in G9:
@maxenemagalona
@robmananquil
@preenonline
@superjanel
@superjanella
@allan_d
@elmomagalona
@iammaryannduran
@allan_diones
@elnellarifics

Top Mentioned in G10:
@beyonce
@kyrstiphotias
@lexmusic
@coachella
@postmalone
@lilkim
@beyformando
@bornsmusic
@tweetgotsicker
@lilvideos

Top Tweeters
Top Tweeters in Entire Graph:
@t_hisashi
@liveeventsus
@newandroidapps
@brianbrownnet
@dailybrian
@gocoo
@playmfs
@garnerbarro
@joleonbusby
@billboardjams

Top Tweeters in G1:
@liveeventsus
@newandroidapps
@brianbrownnet
@dailybrian
@garnerbarro
@ricky_alvarado_
@shopping4all101
@ebayshoppernews
@jnpvintagejewel
@sandrineman2

Top Tweeters in G2:
@pajaropolitico
@sossopsg75974
@mr_jospinchrist
@lusebyeol0704
@variety
@gregatronn6
@the_mavs_fan
@shim920
@ch3pa
@kingjames773

Top Tweeters in G3:
@yolispice
@2nandope
@mind_phallus
@tjcounce
@caphepark
@gabbyidk
@andrea_miws
@jhaney__
@iyanukarunwi
@spinthehoran

Top Tweeters in G4:
@yagikidd57
@andremiguelseq1
@upaulalima
@louixhar
@adbhadha
@malivks
@uco1533
@inesfnabais
@expiorative
@tsaxx_

Top Tweeters in G5:
@borbowww
@mrggaebsong
@swarewanit
@praw_tp
@unliib
@amningz
@bangbangsehun1
@bbbyunbaek0506
@unloyeol
@smxkhz

Top Tweeters in G6:
@hesmadelntheam
@glamourmrvn
@awwwkey
@niallrisen
@lfyoufall
@sweetloulou28
@yours_lou
@hxranvoice
@momentintiwe
@nannystyleshem

Top Tweeters in G7:
@tracymayy
@kunisannette
@longliveale
@lovemedwn_
@iamrenaa
@piercetheputa
@jesus_chino_3
@badboyleslie1
@monssab
@cindytrevino1

Top Tweeters in G8:
@ilove5sos247
@sushiro11phan
@daniella23031
@pianofreak9
@kingwxlfie
@sinfulblacksoul
@konyloveslewis
@niallsfuxkbuddy
@offkeykazoo
@ruba_marwan

Top Tweeters in G9:
@shane_blue20
@angeeelove
@lediya_ushikata
@valivy1
@racky78
@closetajeanella
@elmonatics
@elnellamusical
@elnellay
@elnellaaus

Top Tweeters in G10:
@t_hisashi
@guardian
@jhickness9
@chrysfresh
@kinglilg
@miaroshaeeee
@oxminaox
@wizkhalifa
@qisha1012
@annalynmaiiii