berkman, Twitter, 9/28/2021 1:47:01 PM, 263100


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berkman_2021-09-28_06-40-01.xlsx
berkman_2021-09-28_06-40-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2021
Short Description:
berkman via NodeXL https://bit.ly/3ANTvGI
@copiercollin
@astros
@astroscoverage1
@pedrosuarez0712
@losastros
@katherine_rosz
@markbermanfox26
@josealtuve
@michaelschwab13
@examinedathlete

Top hashtags:
#astros
#otd
#vape
#stlcards
#ebay
#sports
#memorabilia

Description:
Description
The graph represents a network of 1,840 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 Tuesday, 28 September 2021 at 13:41 UTC.

The requested start date was Tuesday, 28 September 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, 17-hour, 31-minute period from Tuesday, 14 September 2021 at 00:10 UTC to Monday, 27 September 2021 at 17:42 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 : 1840
Unique Edges : 840
Edges With Duplicates : 2900
Total Edges : 3740
Number of Edge Types : 5
Retweet : 1242
MentionsInRetweet : 1423
Tweet : 545
Mentions : 271
Replies to : 259
Self-Loops : 552
Reciprocated Vertex Pair Ratio : 0.0147460404150737
Reciprocated Edge Ratio : 0.0290635091496232
Connected Components : 308
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 710
Maximum Edges in a Connected Component : 1686
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.700073
Graph Density : 0.000549093316310849
Modularity : 0.498081
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,840 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 Tuesday, 28 September 2021 at 13:41 UTC.

The requested start date was Tuesday, 28 September 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, 17-hour, 31-minute period from Tuesday, 14 September 2021 at 00:10 UTC to Monday, 27 September 2021 at 17:42 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://twitter.com/webb_evan12/status/1438931449550446600
[6] https://sea.theanarchistlibrary.org/library/alexander-berkman-what-is-anarchism-th
[5] https://www.albat.com/mlb/Nuevo-rey-del-hit-en-Houston-Altuve-hizo-historia-con-Astros-tras-superar-a-leyenda-20210920-0012.html
[5] https://youtu.be/7fkqd4By_VE
[4] http://www.lacauselitteraire.fr/madame-gisele-berkman-par-anne-morin
[4] https://cyber.harvard.edu/events/join-us-berkman-klein-center-fall-2021-virtual-open-house
[4] https://www.audacy.com/kmox/local-sports/st-louis-cardinals/berkman-says-he-wanted-to-fight-cardinals-manager-la-russa
[4] https://19thnews.org/2021/09/women-9-11-firefighters-brenda-berkman/
[4] https://19thnews.org/2021/09/women-9-11-firefighters-brenda-berkman/?utm_campaign=19th-social&utm_source=twitter&utm_medium=social
[3] https://www.actionnewsjax.com/news/local/duval-county/berkman-ii-downtown-jacksonville-be-demolished-october/4RDTWSHL4JH3RANIEP2AWHTY7E/

Top URLs in Tweet in G3:
[7] https://twitter.com/webb_evan12/status/1438931449550446600
[5] https://www.albat.com/mlb/Nuevo-rey-del-hit-en-Houston-Altuve-hizo-historia-con-Astros-tras-superar-a-leyenda-20210920-0012.html
[5] https://youtu.be/7fkqd4By_VE
[2] http://ow.ly/fArE50G9L8E
[2] https://twitter.com/lgbtqcontent/status/1441023983072251904
[2] https://twitter.com/matt_breen/status/1441567775890284547
[2] https://www.ebay.com/itm/185062402909?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338833335&toolid=10044&customid=&mkevt=1
[2] https://www.ebay.com/itm/353684193764?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338833335&toolid=10044&customid=&mkevt=1
[2] https://www.ebay.com/itm/224617407145?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338833335&toolid=10044&customid=&mkevt=1
[1] http://bistock.finarapp.com/?6YtMs1ZJfRibVYgM8

Top URLs in Tweet in G7:
[1] https://twitter.com/hochman/status/1442115169748983809
[1] https://twitter.com/DustinLMcComas/status/1439998251323822089
[1] https://twitter.com/markbermanfox26/status/1439081130255425536

Top URLs in Tweet in G8:
[2] http://www.turkdefence.com/index.php
[2] https://v.aa.com.tr/2368800
[1] https://www.youtube.com/watch?v=UZAqcpEUozQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=oTijzsB8jpM&feature=youtu.be

[1] https://www.youtube.com/watch?v=FBA9j0y6EKA&feature=youtu.be

[1] https://www.youtube.com/watch?v=TCPZqTpMz1g

[1] https://twitter.com/akaraismailoglu/status/1438835327746064385
[1] https://twitter.com/SireneOznur/status/1439203250822164488
[1] http://www.turkdefence.com/index.php/topic,69.0.html
[1] https://twitter.com/alpayozalan35/status/1439309063565856780

Top URLs in Tweet in G10:
[2] https://theanarchistlibrary.org/library/alexander-berkman-the-bolshevik-myth-diary-1920-22
[1] https://libcom.org/library/alexander-berkman-prison-memoirs-anarchist
[1] https://archive.org/details/the-anarchist-arrow-1/page/24/mode/2up
[1] https://www.marxists.org/archive/brinton/1970/workers-control/
[1] https://www.katesharpleylibrary.net/stqm18

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[194] astros
[24] otd
[19] vape
[19] stlcards
[9] ebay
[9] sports
[9] memorabilia
[9] resilience
[9] fortheh
[8] recovery



Top Hashtags in Tweet in G1:
[7] astros
[6] fortheh

Top Hashtags in Tweet in G3:
[17] astros
[9] ebay
[9] sports
[9] memorabilia
[3] stlfly
[2] quotes
[2] newsbreak
[1] crcweekly2
[1] hadsup
[1] yatırımcı

Top Hashtags in Tweet in G4:
[107] astros
[1] felicidades

Top Hashtags in Tweet in G5:
[17] astros
[1] astrosdehouston
[1] houstonastros
[1] josealtuve

Top Hashtags in Tweet in G6:
[10] astros
[2] fortheh

Top Hashtags in Tweet in G7:
[34] astros
[6] stlcards
[5] stlfly
[2] phillies
[2] braves
[2] mlb
[1] mikeshannon
[1] berkmanfan
[1] takemymoney
[1] bravey

Top Hashtags in Tweet in G8:
[5] akinci
[4] yerlivemillisanayi
[3] selcukbayraktar
[3] bayraktartb2
[3] milliteknolojihamlesi
[2] teknofest2021
[2] azerbaijan
[2] haftar
[2] azizsancar
[1] akıncı

Top Hashtags in Tweet in G10:
[24] otd

Top Words
Top Words in Tweet in Entire Graph:
[1048] berkman
[702] altuve
[513] lance
[476] jose
[455] runs
[402] maid
[398] minute
[397] park
[329] hit
[233] jugador

Top Words in Tweet in G1:
[195] hit
[164] berkman
[160] altuve
[159] lance
[151] jose
[151] minute
[151] maid
[151] park
[150] astros
[103] career

Top Words in Tweet in G2:
[441] runs
[149] matt_breen
[148] walks
[148] 100
[147] bryce
[147] harper
[147] needs
[147] four
[147] five
[147] become

Top Words in Tweet in G3:
[177] berkman
[56] lance
[31] alexander
[18] card
[17] astros
[17] 20
[17] night
[16] barry
[14] game
[14] #astros

Top Words in Tweet in G4:
[152] altuve
[148] jose
[148] venezolano
[147] astroscoverage1
[111] jugador
[108] historia
[107] estelar
[107] #astros
[107] acaba
[107] convertirse

Top Words in Tweet in G5:
[160] altuve
[137] josé
[134] imparables
[114] jugador
[102] ante
[98] convierte
[95] historia
[95] conectó
[95] doblete
[95] baja

Top Words in Tweet in G6:
[139] altuve
[103] jose
[102] berkman
[102] hits
[98] lance
[96] minute
[96] maid
[96] park
[40] 849
[35] double

Top Words in Tweet in G7:
[78] berkman
[63] lance
[38] star
[34] former
[34] #astros
[32] markbermanfox26
[24] story
[23] officially
[23] underway
[23] houston

Top Words in Tweet in G8:
[28] ve
[26] bir
[23] bu
[12] ibb
[11] ama
[10] ark_berkman
[8] için
[8] yok
[7] yurt
[7] akıncı

Top Words in Tweet in G9:
[39] people
[39] knows
[39] liberty
[39] becomes
[39] accustomed
[39] dictatorship
[39] alexander
[39] berkman
[38] michaelmalice

Top Words in Tweet in G10:
[26] wrkclasshistory
[25] russian
[24] #otd
[24] 19
[24] sep
[24] 1892
[24] attempting
[24] assassinate
[24] notoriously
[24] anti

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[502] lance,berkman
[472] jose,altuve
[397] minute,maid
[396] maid,park
[176] josé,altuve
[156] hits,minute
[153] 100,runs
[151] home,runs
[148] bryce,harper
[148] harper,needs

Top Word Pairs in Tweet in G1:
[159] lance,berkman
[151] jose,altuve
[151] minute,maid
[151] maid,park
[101] ties,lance
[100] berkman,stadium
[100] stadium,record
[97] altuve,hit
[97] hit,849th
[97] 849th,career

Top Word Pairs in Tweet in G2:
[147] bryce,harper
[147] harper,needs
[147] needs,four
[147] four,runs
[147] runs,five
[147] five,walks
[147] walks,become
[147] become,eighth
[147] eighth,outfielder
[147] outfielder,100

Top Word Pairs in Tweet in G3:
[54] lance,berkman
[30] alexander,berkman
[13] barry,berkman
[13] guten,morgen
[12] 20,#astros
[9] #ebay,#sports
[9] #sports,#memorabilia
[7] michael,berkman
[7] berkman,bottger
[7] bottger,newman

Top Word Pairs in Tweet in G4:
[148] jose,altuve
[107] altuve,historia
[107] historia,estelar
[107] estelar,jugador
[107] jugador,venezolano
[107] venezolano,#astros
[107] #astros,acaba
[107] acaba,convertirse
[107] convertirse,noche
[106] astroscoverage1,jose

Top Word Pairs in Tweet in G5:
[137] josé,altuve
[98] convierte,jugador
[95] altuve,conectó
[95] conectó,doblete
[95] doblete,baja
[95] baja,5to
[95] 5to,ante
[95] ante,backs
[95] backs,convierte
[95] jugador,imparables

Top Word Pairs in Tweet in G6:
[103] jose,altuve
[96] minute,maid
[96] maid,park
[95] lance,berkman
[84] hits,minute
[48] berkman,hits
[38] 849,hits
[30] altuve,passes
[30] passes,lance
[30] park,double

Top Word Pairs in Tweet in G7:
[58] lance,berkman
[34] former,#astros
[34] #astros,star
[23] berkman,officially
[23] officially,underway
[23] underway,houston
[23] houston,baptist
[23] baptist,university
[23] university,story
[23] story,former

Top Word Pairs in Tweet in G8:
[5] milyar,tl
[4] ak,parti
[3] yurt,dışına
[3] sadece,bu
[3] namus,sözü
[3] hiç,bir
[3] uçan,tank
[3] yabancı,desteği
[3] atatürk,havalimanı
[3] yılın,sonunda

Top Word Pairs in Tweet in G9:
[39] people,knows
[39] knows,liberty
[39] liberty,becomes
[39] becomes,accustomed
[39] accustomed,dictatorship
[39] dictatorship,alexander
[39] alexander,berkman
[38] michaelmalice,people

Top Word Pairs in Tweet in G10:
[24] #otd,19
[24] 19,sep
[24] sep,1892
[24] 1892,attempting
[24] attempting,assassinate
[24] assassinate,notoriously
[24] notoriously,anti
[24] anti,union
[24] union,manager
[24] manager,henry

Top Replied-To
Top Replied-To in Entire Graph:
@webb_evan12
@ark_berkman
@roundrocktim
@igtxsalazar
@deva72727
@thecatonballytv
@berkman_julia
@ctrent
@peterberkman
@aceorsst

Top Replied-To in G1:
@astros
@coachhaushoops

Top Replied-To in G2:
@matt_breen
@brianthomas110

Top Replied-To in G4:
@astroscoverage1

Top Replied-To in G5:
@guille94

Top Replied-To in G6:
@roundrocktim
@mlbonfox
@michaelschwab13
@cliffowens13
@buster_espn
@markbermanfox26
@annern79
@astrosfan86

Top Replied-To in G7:
@thecatonballytv
@dgoold
@cardinals
@brianmctaggart
@ricebaseball
@g8tgooglymoogly
@kmoxsports
@mlb
@babyblu57734149

Top Replied-To in G8:
@ark_berkman
@mt_goksu
@ssysfakb
@mustafarmagan
@ufukuras
@tasdemir_cemile
@b_ysabri
@slmhktn
@ozguryilmaz0303
@ahmetfree2

Top Replied-To in G10:
@liberationpill
@anarkyoutube
@turtleshoal
@bunnyboylenin
@wrkclasshistory
@ndaktuell

Top Mentioned
Top Mentioned in Entire Graph:
@astroscoverage1
@astros
@matt_breen
@katherine_rosz
@houstorian
@guille94
@michaelmalice
@juliamorales
@markbermanfox26
@copiercollin

Top Mentioned in G1:
@astros
@houstorian
@danielle_lerner
@josealtuve__27
@juliamorales
@eloventura73
@methodisthosp
@copiercollin
@josealtuve27
@josesiri22

Top Mentioned in G2:
@matt_breen

Top Mentioned in G3:
@tankarchist
@debbiemcmannis
@bigsargesportz
@d_roneal

Top Mentioned in G4:
@astroscoverage1
@katherine_rosz

Top Mentioned in G5:
@katherine_rosz
@guille94
@astroscoverage1
@kevinmoraf

Top Mentioned in G6:
@juliamorales
@copiercollin
@michaelschwab13
@bendubose
@astros
@astrostalk
@roundrocktim
@cayleighgriffin
@astrosfan86
@losastros

Top Mentioned in G7:
@markbermanfox26
@hbuhuskiesbsb
@kendallrogers
@cardinals
@maruccielitetx
@recruitmetx
@mlb
@riceathletics
@examinedathlete
@kylelohse26

Top Mentioned in G8:
@youtube
@mt_goksu
@b_ysabri
@ark_berkman
@mustafarmagan
@selcuk
@osman_dur
@sabriunal_
@birincimucahit
@hamlesi

Top Mentioned in G9:
@michaelmalice

Top Mentioned in G10:
@wrkclasshistory
@liberationpill
@anarkyoutube
@abg_zeitschrift

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@dynamocooligan
@hrblock_21
@crweworld
@quintero_funes
@asher_wolf
@chronlaw
@famouspixs
@guardian_elite
@twood3

Top Tweeters in G1:
@arnaldopacheco_
@he1fineartist
@mlbjoe33
@plusultra56
@bigchanthedon
@gregromero7
@thatboinick420
@timwalker25
@majinjerms
@emisolisgal96

Top Tweeters in G2:
@hrblock_21
@famouspixs
@yoda
@tejida
@702_dylan
@sdrkseid
@ronnialgeo
@scarson_
@_dhuggs
@rkauff7777

Top Tweeters in G3:
@crweworld
@chronlaw
@feed_stocks
@letsroc137
@theblackkaner88
@d_roneal
@fox7austin
@flarebooks
@enlacanchapr
@einpresswirepr

Top Tweeters in G4:
@rrnunez
@porlagoma
@irismarfernndez
@joseramonrussia
@kikojeros
@albaferrero5
@golrenier
@marronantonio1
@samalan48
@pabloasilveira1

Top Tweeters in G5:
@pedrosoprost
@funfavst
@goaudax
@luiscfv11
@felixgregorio
@josebarreto12
@elmacuto1
@domingoantoni0
@joseatovarc
@marcolizardo

Top Tweeters in G6:
@bassohannah
@r1a9y9j2
@erinastrosfan
@bendubose
@zarameloaaaaaaa
@barretttomek
@foolinncoolin
@penguinponders
@roundrocktim
@buster_espn

Top Tweeters in G7:
@dynamocooligan
@forbes
@kprc2
@igobypapashot
@mlb
@dgoold
@kendallrogers
@ph1losophical
@stlouisblues
@cardinals

Top Tweeters in G8:
@annfinster
@yenisafak
@anadoluajansi
@slmhktn
@hikmetbilici25
@mustafarmagan
@cengizalgan
@fuatugur
@ahmetfree2
@yziyaozcan

Top Tweeters in G9:
@kurtschlichter
@davidcosloff
@michaelmalice
@tinatrich55
@kennytoto
@zywiecpolska
@mieterene
@iwanttotalk_now
@divarty954
@jj_boogie

Top Tweeters in G10:
@odio_nao
@pigmeocosmico
@almostinfamous
@maite66763376
@reverend_banjo
@itmechr3
@ndaktuell
@proletarianrage
@libcomorg
@anarkyoutube


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