berkman, Twitter, 6/23/2021 11:32:46 PM, 257599


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berkman_2021-06-23_05-25-33.xlsx
berkman_2021-06-23_05-25-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
berkman via NodeXL https://bit.ly/3zUGlYD
@wrkclasshistory
@hbuhuskiesbsb
@ark_berkman
@markbermanfox26
@astros
@berkman_tim
@brianmctaggart
@ricebaseball
@trobmacho
@lifeisgreatsut

Top hashtags:
#otd
#astros
#atxtraffic
#anarşizm
#metaverse
#quotes
#listen
#dawgsup

Description:
Description
The graph represents a network of 1,209 Twitter users whose tweets in the requested range contained "berkman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 12:29 UTC.

The requested start date was Tuesday, 22 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 14-minute period from Tuesday, 08 June 2021 at 00:08 UTC to Monday, 21 June 2021 at 23:23 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 : 1209
Unique Edges : 884
Edges With Duplicates : 1396
Total Edges : 2280
Number of Edge Types : 5
Tweet : 459
Replies to : 322
Mentions : 388
Retweet : 476
MentionsInRetweet : 635
Self-Loops : 464
Reciprocated Vertex Pair Ratio : 0.0307167235494881
Reciprocated Edge Ratio : 0.0596026490066225
Connected Components : 293
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 116
Maximum Edges in a Connected Component : 322
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.312275
Graph Density : 0.000827129859387924
Modularity : 0.546963
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,209 Twitter users whose tweets in the requested range contained "berkman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 June 2021 at 12:29 UTC.

The requested start date was Tuesday, 22 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 23-hour, 14-minute period from Tuesday, 08 June 2021 at 00:08 UTC to Monday, 21 June 2021 at 23:23 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 : GraphServerTwitterSearch
Graph Term : berkman
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:
[10] https://medium.com/berkman-klein-center/the-metaverse-a-brave-new-virtual-world-2f040cbae7d4
[8] https://www.pscp.tv/w/c5b2YDk5MTk1NDJ8MXpxSlZYZXpMd2xLQnzsoU-yKnO-EbSgiJISosysp-moN_ZVU-GrCm8rwhAp
[6] https://omnivorebooks.myshopify.com/collections/vintage-books/products/new-arrival-dogs-sue-berkman-wee-paws-in-the-kitchen
[5] https://youtu.be/7fkqd4By_VE
[4] https://theanarchistlibrary.org/library/emma-goldman-alexander-berkman-bolsheviks-shooting-anarchists
[3] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism#toc1
[3] https://cyber.harvard.edu/publication/2020/Mail-in-Voter-Fraud-Disinformation-2020
[3] https://trib.al:443/GiCCU1B
[3] http://www.sigalert.com/Map.asp?region=Austin
[2] https://deldot.gov/Traffic/incident/index.shtml?id=123729

Top URLs in Tweet in G2:
[5] https://youtu.be/7fkqd4By_VE
[3] http://www.sigalert.com/Map.asp?region=Austin
[2] https://radyo.stendustri.com.tr/
[2] https://deldot.gov/Traffic/incident/index.shtml?id=123729
[1] https://twitter.com/ange_nation/status/1401977730925748234
[1] https://twitter.com/mlbonfox/status/1401917680081276935
[1] http://www.radiohorizontes.com/2021/06/luis-berkman-implicado-junto-arturo.html
[1] https://www.eldiario.net/portal/2021/06/08/luis-berkman-littman-se-defendera-en-libertad/
[1] https://elpotosi.net/nacional/20210608_caso-gases-lacrimogenos-juez-de-eeuu-ratifica-que-luis-berkman-se-defienda-en-libertad-con-pago-de-fianza.html
[1] https://business.rochestermnchamber.com/events/details/am-espresso-the-berkman-1514636

Top URLs in Tweet in G3:
[2] https://hbuhuskies.com/news/2021/5/31/baseball-bsb-hbu-names-lance-berkman-as-new-head-coach.aspx
[2] https://hbuhuskies.com/
[1] https://bvmsports.com/2021/06/11/former-astro-lance-berkman-named-hbu-baseball-head-coach/

Top URLs in Tweet in G4:
[2] https://twitter.com/cumhuriyetgzt/status/1402465474177388548
[2] https://www.thetimes.co.uk/article/german-military-would-lose-war-to-azerbaijan-zqqznfq3s
[2] https://twitter.com/hilal_kaplan/status/1405059412344152064
[1] https://v.aa.com.tr/2279218
[1] https://v.aa.com.tr/2272009
[1] https://bit.ly/tumosan_8100Serisi
[1] https://www.wsj.com/articles/this-isnt-your-grandfathers-turkey-11623104194?mod=opinion_lead_pos10
[1] https://twitter.com/cumhuriyetgzt/status/1402653195407708160
[1] https://twitter.com/MuratKoseMamak/status/1403788460394229763?s=19

Top URLs in Tweet in G7:
[2] https://www.avclub.com/fully-vaccinated-people-and-also-just-liars-can-now-g-1846996271?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=avclub
[2] https://twitter.com/brainpicker/status/1406220471708831745
[2] https://twitter.com/jacobmaurertn/status/1406105126973198339
[1] https://twitter.com/Reuters/status/1406576331186479104
[1] https://twitter.com/heidigroover/status/1406647668521148417
[1] https://twitter.com/nymag/status/1406946686757478401
[1] https://twitter.com/daeshikjr/status/1406107107695333385
[1] https://trib.al/Zr6xXFP
[1] https://time.com/6050860/casey-mcquiston-one-last-stop/

Top URLs in Tweet in G9:
[1] https://meydan1.org/2021/06/10/anarsizm-nedir-25-fikir-her-seydir-alexander-berkman/
[1] https://meydan1.org/2021/06/13/anarsizm-nedir-26-hazirlik-alexander-berkman/
[1] https://twitter.com/meydangazetesi/status/1404105048670584833

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] otd
[39] astros
[17] atxtraffic
[12] anarşizm
[9] metaverse
[7] quotes
[6] listen
[6] dawgsup
[5] emmagoldman
[3] metaverso



Top Hashtags in Tweet in G1:
[116] otd

Top Hashtags in Tweet in G2:
[8] astros
[3] austin
[3] atxtraffic
[2] radyo
[2] tunçberkman
[2] endüstri
[2] sanayi
[2] üretim
[2] protegiendonuestrosdatospersonales
[2] whatsapp

Top Hashtags in Tweet in G3:
[6] dawgsup
[2] southlandstrong
[1] astros
[1] fortheh
[1] mlb

Top Hashtags in Tweet in G4:
[1] meet4diplomacy
[1] tumosan
[1] 8100serisi
[1] mursi
[1] sevdamızbelli
[1] roketsan33yaşında
[1] kaoshazırlığı
[1] saldırganerayçakın
[1] erayçakıntutuklansın
[1] saldırganeraycakın

Top Hashtags in Tweet in G5:
[1] hometobilo

Top Hashtags in Tweet in G9:
[12] anarşizm

Top Hashtags in Tweet in G10:
[6] listen

Top Words
Top Words in Tweet in Entire Graph:
[794] berkman
[218] alexander
[198] lance
[158] goldman
[142] emma
[139] 15
[125] anarchists
[123] york
[119] 1917
[117] opposing

Top Words in Tweet in G1:
[116] #otd
[116] 15
[116] jun
[116] 1917
[116] anarchists
[116] alexander
[116] berkman
[116] emma
[116] goldman
[116] arrested

Top Words in Tweet in G2:
[149] berkman
[26] lance
[26] alexander
[16] night
[12] barry
[10] goldman
[10] st
[10] guten
[10] morgen
[8] dr

Top Words in Tweet in G3:
[69] berkman
[60] coach
[53] lance
[37] hbuhuskiesbsb
[33] markbermanfox26
[27] cruz
[25] jose
[25] jr
[25] ricebaseball
[22] hbu

Top Words in Tweet in G4:
[35] bir
[31] ve
[22] için
[17] bu
[13] ark_berkman
[11] 'israf'
[9] gibi
[9] yenisafak
[8] kız
[8] daha

Top Words in Tweet in G5:
[5] chaser
[5] morrison
[5] berkman_tim
[4] timwilsonmp
[3] government
[3] america
[3] trump
[3] danielbleakley
[2] michaelpascoe01
[2] good

Top Words in Tweet in G6:
[30] berkman
[28] dfsfantasyfire
[28] brock
[27] buy
[27] name
[27] scammer
[27] bought
[27] sealed
[27] wax
[27] weeks

Top Words in Tweet in G7:
[12] people
[10] black
[10] juneteenth
[10] lt
[6] day
[6] don
[5] one
[5] look
[5] time
[5] stuff

Top Words in Tweet in G8:
[6] people
[4] seanhannity
[4] country
[3] dineshdsouza
[3] one
[3] come
[3] way
[3] story
[3] bethanyshondark
[3] time

Top Words in Tweet in G9:
[36] ve
[33] alexander
[33] berkman
[24] nedir
[21] meydangazetesi
[14] devrim
[12] anarşizm
[12] 26
[12] hazırlık
[12] toplumsal

Top Words in Tweet in G10:
[8] tonight
[8] pgcollegeball
[8] sxmcollege
[7] lifeisgreatsut
[7] hunterpence
[7] hbuhuskiesbsb
[6] #listen
[6] 10p
[6] share
[6] stories

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[214] alexander,berkman
[191] lance,berkman
[142] emma,goldman
[117] berkman,emma
[116] #otd,15
[116] 15,jun
[116] jun,1917
[116] 1917,anarchists
[116] anarchists,alexander
[116] goldman,arrested

Top Word Pairs in Tweet in G1:
[116] #otd,15
[116] 15,jun
[116] jun,1917
[116] 1917,anarchists
[116] anarchists,alexander
[116] alexander,berkman
[116] berkman,emma
[116] emma,goldman
[116] goldman,arrested
[116] arrested,york

Top Word Pairs in Tweet in G2:
[25] lance,berkman
[25] alexander,berkman
[11] barry,berkman
[10] guten,morgen
[7] emma,goldman
[7] 休日は,美術展などを巡っています
[6] berkman,dr
[6] 冬は好きですね,よく
[6] よく,本部の辺を散歩します
[5] luis,berkman

Top Word Pairs in Tweet in G3:
[53] lance,berkman
[34] coach,lance
[28] hbuhuskiesbsb,coach
[25] jose,cruz
[25] cruz,jr
[20] markbermanfox26,hbuhuskiesbsb
[16] head,coach
[13] berkman,hbu
[12] really,interesting
[12] interesting,college

Top Word Pairs in Tweet in G4:
[7] yeminederimyemi,yenisafak
[5] gibi,geliyor
[5] ark_berkman,yeminederimyemi
[4] ve,kız
[3] mimar,sinan
[3] sinan,ın
[3] böyle,bir
[3] elektrikli,tren
[3] ark_berkman,euronews_tr
[2] türk,olup

Top Word Pairs in Tweet in G5:
[2] chaser,mean
[2] never,gets
[2] gets,right
[2] senatorwong,morrison
[2] berkman_tim,timwilsonmp

Top Word Pairs in Tweet in G6:
[28] brock,berkman
[27] buy,dfsfantasyfire
[27] dfsfantasyfire,name
[27] name,brock
[27] berkman,scammer
[27] scammer,bought
[27] bought,sealed
[27] sealed,wax
[27] wax,weeks
[27] weeks,ago

Top Word Pairs in Tweet in G7:
[8] lt,lt
[4] juneteenth,feel
[4] don,look
[2] hindsight,seems
[2] seems,strange
[2] strange,used
[2] used,commute
[2] commute,hours
[2] hours,day
[2] day,type

Top Word Pairs in Tweet in G8:
[2] gchierchio,seanhannity
[2] empathy,compassion
[2] way,country
[2] stablegeniusnot,billoreilly
[2] worst,part
[2] jimmy,carter

Top Word Pairs in Tweet in G9:
[33] alexander,berkman
[12] anarşizm,nedir
[12] nedir,26
[12] 26,hazırlık
[12] hazırlık,alexander
[12] berkman,toplumsal
[12] toplumsal,devrim
[12] devrim,sadece
[12] sadece,sokak
[12] sokak,savaşları

Top Word Pairs in Tweet in G10:
[6] #listen,tonight
[6] tonight,10p
[6] 10p,pgcollegeball
[6] pgcollegeball,sxmcollege
[6] sxmcollege,hunterpence
[6] hunterpence,share
[6] share,stories
[6] stories,hbuhuskiesbsb
[5] lifeisgreatsut,#listen
[2] tune,sxmcollege

Top Replied-To
Top Replied-To in Entire Graph:
@ark_berkman
@avarebiriii
@nurten_berkman
@theastroslocker
@mlbtheshow
@euronews_tr
@berkman_tim
@bethanyshondark
@nedimsener2010
@eto_is_gay

Top Replied-To in G3:
@markbermanfox26
@kendallrogers
@gamblerjam
@griffdapoet
@brianmctaggart
@jayrock1976
@kprc2randymc
@adamriley16

Top Replied-To in G4:
@ark_berkman
@euronews_tr
@muratsahinmedya
@akantalyali
@nedimsener2010
@anadoluajansi
@yeminederimyemi
@cengizalgan
@abdullahagar2
@makifakkaya

Top Replied-To in G5:
@berkman_tim
@chaser
@nytimes
@ifm_economist
@timwilsonmp
@burrakooka
@rationalbitch
@ronnisalt
@peter_fitz
@mjrowland68

Top Replied-To in G6:
@brentonbender7
@dufoural52
@hivecards

Top Replied-To in G7:
@berkman_julia

Top Replied-To in G8:
@bethanyshondark
@dineshdsouza
@stablegeniusnot
@shane_berkman
@robertvona
@seanhannity
@takenoprisone15
@loujay0429
@neneaustin
@ericbolling

Top Mentioned
Top Mentioned in Entire Graph:
@wrkclasshistory
@hbuhuskiesbsb
@markbermanfox26
@dfsfantasyfire
@vt_cards
@ricebaseball
@meydangazetesi
@zacksnyder
@austin_police
@whoisgallifrey

Top Mentioned in G1:
@wrkclasshistory

Top Mentioned in G2:
@elpotosinet
@joycftw

Top Mentioned in G3:
@hbuhuskiesbsb
@markbermanfox26
@ricebaseball
@brianmctaggart
@cruz22
@calebmunton
@cruzz22
@uhcougarbb
@toddwhitting
@hbuhuskies

Top Mentioned in G4:
@yenisafak
@yeminederimyemi
@ark_berkman
@hilal_kaplan
@anadoluajansi
@euronews_tr
@busralsall
@kilicdarogluk
@mansuryavas06
@wsjopinion

Top Mentioned in G5:
@lenoretaylor
@danielbleakley
@richiemerzian
@senatorwong
@timwilsonmp
@chaser
@michaelpascoe01
@abc730
@breakfastnews
@dantehanwannon

Top Mentioned in G6:
@dfsfantasyfire
@vt_cards
@hobbyconnector
@cardpurchaser
@hobby_connect
@watchthebreaks
@onreplin

Top Mentioned in G7:
@time
@mariners
@jpbrammer
@jasonlk
@theavclub
@casey_mcquiston
@quidditch424
@xoxorubenangel
@shantilly_t
@gayandchaotic

Top Mentioned in G8:
@seanhannity
@gchierchio
@billoreilly
@kamvtv
@johncardillo
@kurtschlichter
@azgop
@kelliwardaz
@flotus
@itsbayleywwe

Top Mentioned in G9:
@meydangazetesi
@anarsizmtarih

Top Mentioned in G10:
@pgcollegeball
@sxmcollege
@lifeisgreatsut
@hunterpence
@hbuhuskiesbsb
@pg_softball
@perfectgameusa
@hun
@ncaadiii
@salisburybb

Top Tweeters
Top Tweeters in Entire Graph:
@dynamocooligan
@odio_nao
@iflck
@hobbyconnector
@yeniakit
@kurtschlichter
@robertloerzel
@textiff
@memeburk
@roseannebyrne

Top Tweeters in G1:
@odio_nao
@iflck
@robertloerzel
@march4progress
@bugsgroove
@redmistoquente
@absonjill
@treballadors
@megw613
@hoterminus

Top Tweeters in G2:
@charlierichmond
@larazon_bolivia
@afdincidents
@843realtor
@flarebooks
@totaltrafficaus
@__martin3
@arbeit_fish
@daikimusica
@dhanyfir

Top Tweeters in G3:
@dynamocooligan
@kprc2
@brianmctaggart
@griffdapoet
@baseballamerica
@prayray
@elhemi23
@kendallrogers
@ortizkicks
@sportstalk790

Top Tweeters in G4:
@yeniakit
@anadoluajansi
@yenisafak
@zzzordemir
@emreuslu
@mustafarmagan
@cengizalgan
@euronews_tr
@fazilduygun
@mediamuhtari

Top Tweeters in G5:
@nytimes
@cnn
@matthewjdowd
@david89293299
@bruce_haigh
@michaelemann
@rationalbitch
@baron_gotcha
@mikecarlton01
@ryanstruyk

Top Tweeters in G6:
@hobbyconnector
@watchthebreaks
@sports_sell
@hobby_connect
@cardpurchaser
@n8winters
@cheapfunbreaks
@dailysportcards
@hivecards
@volley_sprtluva

Top Tweeters in G7:
@time
@yungyinkv
@theavclub
@karnythia
@mariners
@ashoncrawley
@angryblkhoemo
@propublica
@xoxorubenangel
@jasonlk

Top Tweeters in G8:
@kurtschlichter
@wwe
@bethanyshondark
@johncardillo
@kamvtv
@delaykathleen
@dineshdsouza
@robertvona
@heymanhustle
@kelliwardaz

Top Tweeters in G9:
@cflx
@reniparker
@meydangazetesi
@rominasette1476
@pasadomeridian0
@punkandrockk
@rearturo4
@lilithgeraldine
@okansaftekin
@karga_otonom

Top Tweeters in G10:
@perfectgameusa
@sxmcollege
@wakebaseball
@jmusoftball
@ncaadiii
@pgcollegeball
@thebigredhog
@hunterpence
@lifeisgreatsut
@2seas__