#Fandom, Twitter, 10/25/2021 12:55:58 AM, 264665


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#Fandom_2021-10-24_17-48-01.xlsx
#Fandom_2021-10-24_17-48-01.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 25, 2021
Short Description:
#Fandom via NodeXL https://bit.ly/3mcgXZe
@lexinfiona
@goplayindonesia
@gdautoart
@uiowapress
@adn40
@packtheripper23
@nbatopshot
@eldumbots
@roham
@nba

Top hashtags:
#fandom
#art
#fanart
#artistontwitter
#digitalart
#drawing
#artwork
#artist
#darkdeception

Description:
Description
The graph represents a network of 1,392 Twitter users whose recent tweets contained "#Fandom", 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 Monday, 25 October 2021 at 00:50 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 37-minute period from Saturday, 16 October 2021 at 06:54 UTC to Monday, 25 October 2021 at 00:31 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 : 1392
Unique Edges : 2034
Edges With Duplicates : 638
Total Edges : 2672
Number of Edge Types : 5
Retweet : 952
Tweet : 432
MentionsInRetweet : 932
Mentions : 283
Replies to : 73
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0172143974960876
Reciprocated Edge Ratio : 0.0338461538461538
Connected Components : 342
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 135
Maximum Edges in a Connected Component : 486
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.99902
Graph Density : 0.00100708991298743
Modularity : 0.718196
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,392 Twitter users whose recent tweets contained "#Fandom", 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 Monday, 25 October 2021 at 00:50 UTC.

The tweets in the network were tweeted over the 8-day, 17-hour, 37-minute period from Saturday, 16 October 2021 at 06:54 UTC to Monday, 25 October 2021 at 00:31 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #Fandom
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[108] https://goplay.co.id/live/fandom-jam-x-jo1?utm_source=Twitter_organic&utm_medium=Social_Media&utm_campaign=Fandom
[80] https://nbatopshot.com/moment/Wizard_23+fb9feb3a-2a46-495c-bbca-02cd49d332ad
[18] https://www.adn40.mx/cultura/demian-surcoreano-lmo
[14] https://www.uipress.uiowa.edu/books/9781609388096/fan-studies-primer
[14] https://twitter.com/metafansnft/status/1450320517865607171
[12] https://www.fandomdawn.com/
[11] https://revistas.ulima.edu.pe/index.php/contratexto/announcement/view/15
[9] https://www.uipress.uiowa.edu/books/9781609386238/exploiting-fandom
[9] https://twitter.com/hirilyss/status/1446115244145709069
[8] https://newbooksnetwork.com/politics-for-the-love-of-fandom

Top URLs in Tweet in G1:
[3] https://servicesdown.com/services/fandom
[1] https://docs.google.com/forms/d/e/1FAIpQLSfVIKrArSsQ-0Ghaw6QKdDora6PREvAS8aBEtQl4iNZauXgsA/viewform?usp=send_form
[1] https://twitter.com/feli5ce/status/1449389882883723266
[1] https://bookstr.com/article/a-study-in-sherlock-a-fandom-that-never-rests/
[1] https://twitter.com/zkkkkll/status/1449609330940997638
[1] https://twitter.com/NighteStudios/status/1449741270902099973
[1] https://twitter.com/irupesouza/status/1450153606418665481
[1] https://twitter.com/TyJohnsonNews/status/1447580146370850820
[1] https://www.downhunter.com/status/fandom
[1] https://twitter.com/DwyaneWade/status/1450203106571137029

Top URLs in Tweet in G3:
[108] https://goplay.co.id/live/fandom-jam-x-jo1?utm_source=Twitter_organic&utm_medium=Social_Media&utm_campaign=Fandom

Top URLs in Tweet in G4:
[80] https://nbatopshot.com/moment/Wizard_23+fb9feb3a-2a46-495c-bbca-02cd49d332ad
[1] https://twitter.com/PackTheRipper23/status/1450232122254393347

Top URLs in Tweet in G5:
[18] https://www.adn40.mx/cultura/demian-surcoreano-lmo
[5] https://twitter.com/demiandelight/status/1447748985775661058
[5] https://twitter.com/sonhmari/status/1450638637754830851

Top URLs in Tweet in G6:
[14] https://www.uipress.uiowa.edu/books/9781609388096/fan-studies-primer
[11] https://revistas.ulima.edu.pe/index.php/contratexto/announcement/view/15
[9] https://www.uipress.uiowa.edu/books/9781609386238/exploiting-fandom
[8] https://newbooksnetwork.com/politics-for-the-love-of-fandom
[6] https://www.uipress.uiowa.edu/books/9781609386399/austentatious
[5] https://www.uipress.uiowa.edu/
[5] https://www.uipress.uiowa.edu/books/9781609386733/star-attractions
[4] https://www.uipress.uiowa.edu/books/9781609387242/emo
[4] https://www.uipress.uiowa.edu/books/9781609387013/johnny-cash-international
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264651

Top URLs in Tweet in G7:
[1] https://twitter.com/fandoms_nft/status/1449660160989798402

Top URLs in Tweet in G8:
[6] https://docs.google.com/forms/d/e/1FAIpQLSd_YmxoffQmVkPO4FQLnLD5YZMZqmbwDqbHrbSGlxiUFaBeIg/viewform?usp=send_form
[4] https://twitter.com/Belenpalao99/status/1450201534336274432
[3] https://docs.google.com/forms/d/e/1FAIpQLSd_YmxoffQmVkPO4FQLnLD5YZMZqmbwDqbHrbSGlxiUFaBeIg/viewform
[2] https://twitter.com/beaatriiz_c_/status/1450114489806958592
[2] https://twitter.com/AuditorioMx/status/1450129967170326535

Top URLs in Tweet in G9:
[12] https://www.fandomdawn.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1590] fandom
[339] art
[293] fanart
[215] artistontwitter
[214] digitalart
[179] drawing
[175] artwork
[156] artist
[135] darkdeception
[135] darkdeceptionchapter4



Top Hashtags in Tweet in G1:
[200] fandom
[13] fanart
[13] art
[10] artist
[9] furry
[5] starwars
[4] music
[4] comics
[4] fandomdown
[4] drawing

Top Hashtags in Tweet in G2:
[240] fandom
[166] art
[162] fanart
[157] artwork
[157] digitalart
[151] artistontwitter
[149] drawing
[133] darkdeception
[133] darkdeceptionchapter4
[133] luckytherabbit

Top Hashtags in Tweet in G3:
[108] fandom
[108] jo1
[108] kpop
[108] spooktoberfest

Top Hashtags in Tweet in G4:
[82] nbatopshotthis
[82] nftgiveaway
[82] fandom

Top Hashtags in Tweet in G5:
[99] fandom
[99] demianenadn40
[81] delight
[76] delightishere
[50] elfaraondelespectaculo
[26] jueves
[26] idayvuelta
[18] cassette
[18] de_light
[5] delightfulmoon_

Top Hashtags in Tweet in G6:
[87] fandom
[65] fanstudies
[62] fsnna21
[38] popularculture
[33] fanscholars
[17] fanworks
[11] transmedia
[9] domesticatedfandom
[8] newepisode
[8] music

Top Hashtags in Tweet in G7:
[13] fandom
[8] airdrop
[5] fan
[3] bsc
[3] cryptocurrency
[2] nft
[2] cryptoairdrop

Top Hashtags in Tweet in G8:
[25] fandom
[10] mónicaaldesnudo
[9] naranjiles
[8] mónicanaranjo
[5] sentimientonaranjil
[4] purominage
[3] mimétika
[2] ayuda
[1] mex
[1] naranjilesporelmundo

Top Hashtags in Tweet in G9:
[36] fandom
[35] anime
[18] fanart
[11] おそ松さん
[11] ososan
[11] edit
[11] choromatsu
[11] catboy
[11] ibispaintxart
[11] ibispaint

Top Hashtags in Tweet in G10:
[24] fanedit
[24] fandom
[24] sitinurhaliza
[24] bts
[24] flexing

Top Words
Top Words in Tweet in Entire Graph:
[1610] #fandom
[339] #art
[297] #fanart
[216] bakal
[215] #artistontwitter
[214] #digitalart
[209] fandom
[188] giveaway
[179] #drawing
[175] #artwork

Top Words in Tweet in G1:
[199] #fandom
[29] fandom
[13] #fanart
[13] #art
[10] time
[10] #artist
[9] #furry
[8] back
[7] know
[7] see

Top Words in Tweet in G2:
[240] #fandom
[166] #art
[162] #fanart
[157] #artwork
[157] #digitalart
[152] joy
[151] #artistontwitter
[149] #drawing
[133] #darkdeception
[133] #darkdeceptionchapter4

Top Words in Tweet in G3:
[216] bakal
[108] jam
[108] kumpul
[108] jo1
[108] grup
[108] produce
[108] 101
[108] dari
[108] jepang
[108] dikupas

Top Words in Tweet in G4:
[161] nbatopshot
[161] nba
[160] 5k
[160] lebron
[82] #nbatopshotthis
[82] #nftgiveaway
[82] #fandom
[82] ts
[81] roham
[81] eldumbots

Top Words in Tweet in G5:
[99] #fandom
[99] #demianenadn40
[81] 17
[81] #delight
[76] 21
[76] octubre
[76] #delightishere
[66] light_demian
[66] demiandelight
[66] adn40

Top Words in Tweet in G6:
[89] #fandom
[68] #fsnna21
[65] #fanstudies
[40] #popularculture
[39] #fanscholars
[27] copy
[26] consider
[19] #fanworks
[18] first
[17] kind

Top Words in Tweet in G7:
[17] project
[13] #fandom
[8] very
[8] #airdrop
[7] fandoms_nft
[5] #fan
[5] happy
[5] williamwang64
[4] congratulations
[4] airdrop

Top Words in Tweet in G8:
[25] #fandom
[11] carmona
[10] #mónicaaldesnudo
[9] valladolid
[9] formulario
[9] contacto
[9] #naranjiles
[8] monicanaranjo
[8] gente
[8] #mónicanaranjo

Top Words in Tweet in G9:
[38] #fandom
[38] #anime
[18] #fanart
[12] check
[12] product
[12] gothicdawn
[12] starting
[12] 99
[12] shop
[11] ok

Top Words in Tweet in G10:
[48] siti
[48] nurhaliza
[24] yas
[24] queen
[24] flex
[24] bts
[24] #fanedit
[24] #fandom
[24] #sitinurhaliza
[24] #bts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[108] jam,kumpul
[108] kumpul,jo1
[108] jo1,grup
[108] grup,produce
[108] produce,101
[108] 101,dari
[108] dari,jepang
[108] jepang,bakal
[108] bakal,dikupas
[108] dikupas,tuntas

Top Word Pairs in Tweet in G1:
[5] #furry,#fandom
[4] #art,#artist
[4] bein,connect
[4] #fanart,#fandom
[3] bein,originals
[3] originals,dizisi
[3] dizisi,#fandom
[3] connect,başlıyor
[3] today,tayo
[3] tayo,naging

Top Word Pairs in Tweet in G2:
[83] #art,#artistontwitter
[83] #artistontwitter,#artwork
[83] #fandom,#digitalart
[76] joy,joy
[76] joy,doodles
[76] doodles,#darkdeception
[76] #darkdeception,#darkdeceptionfanart
[76] #darkdeceptionfanart,#darkdeceptionchapter4
[76] #darkdeceptionchapter4,#art
[76] #artwork,#fanart

Top Word Pairs in Tweet in G3:
[108] jam,kumpul
[108] kumpul,jo1
[108] jo1,grup
[108] grup,produce
[108] produce,101
[108] 101,dari
[108] dari,jepang
[108] jepang,bakal
[108] bakal,dikupas
[108] dikupas,tuntas

Top Word Pairs in Tweet in G4:
[82] #nbatopshotthis,#nftgiveaway
[82] #nftgiveaway,#fandom
[81] nba,nbatopshot
[81] nbatopshot,roham
[81] roham,eldumbots
[81] eldumbots,kingjames
[81] kingjames,#nbatopshotthis
[80] nbatopshot,giveaway
[80] giveaway,nba
[80] nba,back

Top Word Pairs in Tweet in G5:
[76] 21,octubre
[76] octubre,17
[61] #demianenadn40,light_demian
[61] light_demian,demiandelight
[55] 17,00
[50] jueves,21
[50] 00,hrs
[41] #delightishere,#delight
[40] #fandom,#delight
[35] atención,#fandom

Top Word Pairs in Tweet in G6:
[32] #fanstudies,#fandom
[17] first,kind
[16] #fandom,#popularculture
[14] #fanscholars,#fsnna21
[14] #fsnna21,scholars
[14] scholars,consider
[14] consider,structure
[14] structure,methodologies
[14] methodologies,ethical
[14] ethical,concerns

Top Word Pairs in Tweet in G7:
[5] #fandom,#fan
[5] #fan,#airdrop
[3] very,nice
[3] nice,#fandom
[3] #fandom,tomikuruss
[3] tomikuruss,onyok_haynaku
[3] onyok_haynaku,onyokofficial
[3] happy,being
[3] being,part
[3] part,project

Top Word Pairs in Tweet in G8:
[9] carmona,valladolid
[8] #fandom,#naranjiles
[6] #mónicaaldesnudo,eventos
[6] eventos,#fandom
[6] #fandom,preparando
[6] preparando,quedada
[6] quedada,carmona
[6] valladolid,vas
[6] vas,ir
[6] ir,gustaría

Top Word Pairs in Tweet in G9:
[31] #fandom,#anime
[12] check,product
[12] gothicdawn,starting
[12] 99,shop
[12] shop,#fandom
[11] ok,make
[11] make,edits
[11] edits,choromichimixiii
[11] choromichimixiii,edit
[11] edit,original

Top Word Pairs in Tweet in G10:
[48] siti,nurhaliza
[24] yas,queen
[24] queen,flex
[24] flex,siti
[24] nurhaliza,bts
[24] bts,#fanedit
[24] #fanedit,#fandom
[24] #fandom,#sitinurhaliza
[24] #sitinurhaliza,#bts
[24] #bts,#flexing

Top Replied-To
Top Replied-To in Entire Graph:
@lofyoura
@fandoms_nft
@faraon_gabriel
@williamwang64
@morf_token
@ludiprice
@givewp
@macnbtc
@ricky_martin
@sebastianyatra

Top Replied-To in G1:

Top Replied-To in G4:
@packtheripper23

Top Replied-To in G5:
@faraon_gabriel

Top Replied-To in G6:
@ludiprice

Top Replied-To in G7:
@fandoms_nft
@williamwang64

Top Replied-To in G8:
@monicanaranjo
@soniakahlo
@pedrolaguna
@chedellymn
@mariselagarduno
@natividad_ceron

Top Mentioned
Top Mentioned in Entire Graph:
@nba
@nbatopshot
@roham
@eldumbots
@kingjames
@light_demian
@demiandelight
@adn40
@demianstaff
@ismedemian

Top Mentioned in G2:
@deuzfazbearyt

Top Mentioned in G4:
@nba
@nbatopshot
@roham
@eldumbots
@kingjames

Top Mentioned in G5:
@light_demian
@demiandelight
@adn40
@demianstaff
@ismedemian
@luliwainer
@inapple94

Top Mentioned in G6:
@contratexto_ul
@marich
@jmontauban
@newbooksnetwork
@fsnnorthamerica
@joshstenger
@mariakalberto
@thepcsj
@augustaquarius
@jennyckeegan

Top Mentioned in G7:
@tomikuruss
@onyok_haynaku
@onyokofficial
@pawncrypt
@kesavan06208904
@div
@derinugraha09
@dinasopy
@pen_klasik
@kingnvhofficial

Top Mentioned in G8:
@monicanaranjo
@belenpalao99
@ticketmaster_me
@auditoriomx
@elsergiogabriel
@sgproduccionmx
@auditoriotfe
@keithmazzini
@beaafonsorod
@hermicurbelo

Top Tweeters
Top Tweeters in Entire Graph:
@dynamocooligan
@wwwanpaus
@gojira007x
@richembury
@rtsmallstreams
@animatorspal
@smallstreamersr
@laydenrobinson
@philippinestar
@smallstreamersc

Top Tweeters in G1:
@laydenrobinson
@woodentek
@mel452
@this1wierdgirl
@_tosin
@laurasalz16
@miri_iron
@dotnagpur
@mahalligundem
@researchbuzz

Top Tweeters in G2:
@reartistron
@gdautoart
@kaito_01_v3
@dreadylr666
@jet88618994
@guadaitsme
@itwasjustglitch
@sombragames17
@ponynightrain
@kitaronerak68

Top Tweeters in G3:
@aln_fandomless
@formasaya
@dongbin_123
@ren_ren_sr
@ruikurokai
@jjjun0
@hasanaheart
@kei75189521
@akusukasemuaa
@renkumikun

Top Tweeters in G4:
@nba
@m_artinkeown
@bholman24930782
@mpire62826529
@philipali
@stephen0610
@chillez69
@mintjuicestl
@ac11561
@cicalese

Top Tweeters in G5:
@adn40
@terry03692
@josedej53228933
@faraon_gabriel
@esguzruiz
@c_lalalala7
@ibrightzm94
@luliwainer
@davidesaulgmez1
@wdebtskz

Top Tweeters in G6:
@hplbot
@morgandawn6
@adriaramaral
@monrodriguez
@lizzylaurie
@acafanmom
@jaina_s
@garciacontto
@friede
@mediaoracle

Top Tweeters in G7:
@onyok_haynaku
@div
@onyokofficial
@dinasopy
@suryapr22916499
@salamsuper889
@bodu01
@kingnvhofficial
@cryptonftbsc
@penggapaicrypto

Top Tweeters in G8:
@vane2903
@chedellymn
@auditoriomx
@ticketmaster_me
@_fmdaniela
@elsergiogabriel
@izzis
@hermicurbelo
@auditoriotfe
@monicanaranjo

Top Tweeters in G9:
@reanimetron
@yumeniz
@is1994is
@enochmoller
@a_dub_64
@yanidraws_
@kvegerly
@snowflame14
@jyushiisimp
@matsuwife

Top Tweeters in G10:
@q_werty11
@sxony
@bad_arsila
@munirdino
@inuyin
@enchantedsiti
@_llolipoppp
@iamfuzy
@amnahyazid
@mufin0904