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berkman_2021-04-07_05-25-33.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2021
Short Description:
berkman via NodeXL https://bit.ly/2Rl5ie1
@anarchopac
@li_shwang
@comebackkid4723
@nurten_berkman
@berkman_tim
@mikef3825
@ismailkaya26
@ark_berkman
@catherineadenle
@calsoft_data

Top hashtags:
#machinelearning
#iot
#ai
#infographic
#astros
#100daysofcode
#quotes

Description:
Description
The graph represents a network of 1,289 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, 07 April 2021 at 12:27 UTC.

The requested start date was Tuesday, 06 April 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, 22-hour, 45-minute period from Tuesday, 23 March 2021 at 01:06 UTC to Monday, 05 April 2021 at 23:51 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 : 1289
Unique Edges : 852
Edges With Duplicates : 1451
Total Edges : 2303
Number of Edge Types : 5
Replies to : 294
Mentions : 344
Tweet : 528
MentionsInRetweet : 633
Retweet : 504
Self-Loops : 531
Reciprocated Vertex Pair Ratio : 0.0191256830601093
Reciprocated Edge Ratio : 0.0375335120643432
Connected Components : 336
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 96
Maximum Edges in a Connected Component : 293
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.204496
Graph Density : 0.000674002187646064
Modularity : 0.52765
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,289 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, 07 April 2021 at 12:27 UTC.

The requested start date was Tuesday, 06 April 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, 22-hour, 45-minute period from Tuesday, 23 March 2021 at 01:06 UTC to Monday, 05 April 2021 at 23:51 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:
[17] https://meydan1.org/2021/03/24/anarsizm-nedir-17-devrim-ve-diktatorluk-alexander-berkman/
[8] https://twitter.com/tmilrealdeal/status/1377992008636174339
[6] https://youtu.be/7fkqd4By_VE
[6] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism
[5] http://www.sigalert.com/Map.asp?region=Austin
[3] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism#toc15
[3] https://ptsdandbeyond.podbean.com/e/ed-peisner-and-marc-berkman/
[3] https://medium.com/berkman-klein-center/the-dangers-of-blockchain-enabled-immunity-passports-for-covid-19-5ff84cacb290
[2] https://theanarchistlibrary.org/library/emma-goldman-alexander-berkman-bolsheviks-shooting-anarchists
[2] https://www.eventbrite.com/e/scapha-x-susan-reverby-the-revolutionary-life-of-dr-alan-berkman-tickets-146642958035

Top URLs in Tweet in G1:
[6] https://twitter.com/tmilrealdeal/status/1377992008636174339
[6] https://youtu.be/7fkqd4By_VE
[2] https://link.medium.com/N3NSmtrCVeb
[2] https://radyo.stendustri.com.tr/
[1] https://www.clickysound.com/best-baseball-player-nicknames-categorized/
[1] https://twitter.com/epi_kerrykeyes/status/1374144975714316290
[1] https://us02web.zoom.us/webinar/register/WN_Qj8ArIvGR36hQxZWJ_Aouw
[1] https://www.agritourismafrica.com/a-true-escape-to-the-countryside/
[1] https://twitter.com/MarbleFallsISD/status/1374138047407779841
[1] https://twitter.com/nut_history/status/1374512934760587264

Top URLs in Tweet in G4:
[1] https://twitter.com/anarchopac/status/1376941649448812545
[1] https://www.youtube.com/watch?v=AFI_Fxhe9Bw&feature=youtu.be

[1] https://twitter.com/anarchopac/status/1377215929399005186
[1] https://theanarchistlibrary.org/library/emma-goldman-there-is-no-communism-in-russia
[1] https://en.wikipedia.org/wiki/Kronstadt_rebellion
[1] https://theanarchistlibrary.org/library/emma-goldman-alexander-berkman-bolsheviks-shooting-anarchists
[1] https://en.m.wikipedia.org/wiki/Makhnovia#Conflict_with_the_Soviet_command

Top URLs in Tweet in G7:
[2] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism#toc15
[1] https://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism
[1] https://twitter.com/radicalreprints/status/1374120255765774342
[1] https://theanarchistlibrary.org/library/errico-malatesta-towards-anarchism
[1] http://theanarchistlibrary.org/library/errico-malatesta-anarchy
[1] https://theanarchistlibrary.org/library/errico-malatesta-an-anarchist-programme
[1] http://theanarchistlibrary.org/library/alexander-berkman-what-is-communist-anarchism

Top URLs in Tweet in G8:
[1] https://v.aa.com.tr/2186190
[1] https://www.youtube.com/watch?v=6mSu9U_ri9M&feature=youtu.be

[1] https://www.youtube.com/watch?v=QD2hRBKlxAI&feature=youtu.be

[1] https://www.youtube.com/watch?v=py-_bS0chnU&feature=youtu.be

[1] https://v.aa.com.tr/2196867
[1] https://v.aa.com.tr/2188874
[1] https://twitter.com/medyaadami/status/1378309004603052035
[1] https://www.pscp.tv/w/czMNIjFlUkV4cVhXWG1iUXd8MXlvSk1Ba1dYbmtKUaxUsP0qm2nOhtCwYBaX9ZVI40NK0cihGTYgryJXxnxq
[1] https://doguakdenizpolitik.com/ingiltere-eski-disisleri-bakani-jack-straw-yunanistan-kibrisli-turklere-karsi-inanilmaz-bir-katliam-yapti/
[1] https://www.youtube.com/watch?v=AFI_Fxhe9Bw&feature=youtu.be


Top URLs in Tweet in G10:
[17] https://meydan1.org/2021/03/24/anarsizm-nedir-17-devrim-ve-diktatorluk-alexander-berkman/
[1] https://tr.anarchistlibraries.net/library/anarsizm-nedir

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] machinelearning
[51] iot
[42] ai
[40] infographic
[32] astros
[12] 100daysofcode
[11] quotes
[6] ptsd
[5] atxtraffic
[5] travis



Top Hashtags in Tweet in G1:
[2] bahagiamembaca
[2] jalanbaruwarungsastra
[2] apaituanarkismekomunis
[2] warungsastra
[2] socialmedia
[2] astros
[2] radyo
[2] tunçberkman
[2] endüstri
[2] sanayi

Top Hashtags in Tweet in G3:
[2] seymasubasi
[2] şeymasubasi
[1] yeniprofilresmi

Top Hashtags in Tweet in G8:
[2] mmu
[2] teşkilat
[2] hanşeyhun
[1] hepimizyunusefeyiz
[1] muesluemankemalistolamaz

Top Hashtags in Tweet in G9:
[49] machinelearning
[49] iot
[38] infographic
[38] ai
[11] 100daysofcode
[2] iiot
[2] bigdata
[2] deeplearning
[2] python
[2] flutter

Top Words
Top Words in Tweet in Entire Graph:
[716] berkman
[165] alexander
[118] lance
[75] klein
[74] bird
[70] ve
[66] için
[66] anarchist
[63] berkman's
[62] barry

Top Words in Tweet in G1:
[141] berkman
[30] lance
[24] alexander
[23] barry
[10] ve
[10] そろそろランチにしましょうか
[9] life
[9] co
[8] klein
[8] york

Top Words in Tweet in G2:
[12] mikecarlton01
[7] peter_fitz
[6] well
[6] morrison
[6] government
[6] scottmorrisonmp
[6] tegangeorge
[6] good
[5] joke
[5] pm

Top Words in Tweet in G3:
[29] bir
[28] kova
[18] şey
[18] çok
[17] güzel
[17] var
[16] bu
[15] ve
[13] ben
[10] ama

Top Words in Tweet in G4:
[66] bird
[61] alexander
[56] dick
[52] anarchopac
[50] pet
[47] berkman's
[36] record
[36] video
[32] called
[30] trying

Top Words in Tweet in G5:
[2] killed

Top Words in Tweet in G6:
[44] için
[44] kan
[43] acil
[43] eskişehir
[43] şehir
[43] hastanesinde
[43] yatmakta
[43] olan
[43] şule
[43] berkman

Top Words in Tweet in G7:
[36] crime
[35] anarchist
[35] analysis
[35] 1929
[35] result
[35] economic
[35] conditions
[35] social
[35] inequality
[35] wrongs

Top Words in Tweet in G8:
[22] bir
[12] bu
[9] ve
[6] değil
[6] eski
[6] 15
[5] için
[5] şapka
[4] euronews_tr
[4] diye

Top Words in Tweet in G9:
[49] categories
[49] principles
[49] berkman
[49] klein
[49] cyberlaw
[49] clinic
[49] #machinelearning
[49] #iot
[48] catherineadenle
[38] #infographic

Top Words in Tweet in G10:
[22] anarşizm
[22] alexander
[18] nedir
[18] ve
[17] 17
[17] devrim
[17] diktatörlük
[17] berkman
[16] meydangazetesi
[5] berkman'ın

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[113] lance,berkman
[102] alexander,berkman
[75] berkman,klein
[54] barry,berkman
[52] principles,berkman
[52] klein,cyberlaw
[52] cyberlaw,clinic
[48] alexander,berkman's
[48] berkman's,pet
[44] için,daha

Top Word Pairs in Tweet in G1:
[30] lance,berkman
[19] barry,berkman
[18] alexander,berkman
[8] berkman,klein
[7] klein,center
[6] tunç,berkman
[6] emma,goldman
[6] york,standards
[6] standards,quartet
[6] quartet,bird

Top Word Pairs in Tweet in G2:
[5] nowhere,near
[3] tegangeorge,10newsfirst
[2] unvaccinated,health
[2] health,workers
[2] workers,scottmorrisonmp
[2] scottmorrisonmp,stuffed
[2] stuffed,rollout
[2] rollout,lockdown
[2] lockdown,morrison
[2] federal,government

Top Word Pairs in Tweet in G3:
[6] kelimeburc,kova
[4] iyiki,doğdun
[4] kadar,güzel
[4] güzel,seviyor
[4] seviyor,ki
[4] bu,hayat
[3] tek,şey
[3] 13burctahmin,kova
[2] bir,günde
[2] günde,bahar

Top Word Pairs in Tweet in G4:
[45] alexander,berkman's
[45] berkman's,pet
[35] record,video
[35] pet,bird
[30] trying,record
[30] video,alexander
[30] bird,prison
[30] prison,unfortunately
[30] unfortunately,bird
[30] bird,called

Top Word Pairs in Tweet in G6:
[43] acil,eskişehir
[43] eskişehir,şehir
[43] şehir,hastanesinde
[43] hastanesinde,yatmakta
[43] yatmakta,olan
[43] olan,şule
[43] şule,berkman
[43] berkman,akbacak
[43] akbacak,için
[43] için,daha

Top Word Pairs in Tweet in G7:
[35] anarchist,analysis
[35] analysis,1929
[35] 1929,crime
[35] crime,result
[35] result,economic
[35] economic,conditions
[35] conditions,social
[35] social,inequality
[35] inequality,wrongs
[35] wrongs,evils

Top Word Pairs in Tweet in G8:
[4] abd,nin
[3] trt1,teskilattrt
[3] mavi,vatan
[2] için,bir
[2] bir,bile
[2] bile,şüpheniz
[2] şüpheniz,olmasın
[2] olmasın,onu
[2] onu,yapacağız
[2] yapacağız,#mmu

Top Word Pairs in Tweet in G9:
[49] principles,berkman
[49] berkman,klein
[49] klein,cyberlaw
[49] cyberlaw,clinic
[38] #infographic,categories
[38] categories,#ai
[38] #ai,principles
[38] clinic,catherineadenle
[38] catherineadenle,#machinelearning
[38] #machinelearning,#iot

Top Word Pairs in Tweet in G10:
[18] anarşizm,nedir
[17] nedir,17
[17] 17,devrim
[17] devrim,ve
[17] ve,diktatörlük
[17] diktatörlük,alexander
[17] alexander,berkman
[16] meydangazetesi,anarşizm
[5] alexander,berkman'ın
[5] berkman'ın,1928

Top Replied-To
Top Replied-To in Entire Graph:
@mikecarlton01
@peter_fitz
@theshovel
@ankarahavadis
@tmilrealdeal
@anarchopac
@chadatesta
@murpharoo
@tegangeorge
@efegundogduu

Top Replied-To in G2:
@mikecarlton01
@peter_fitz
@theshovel
@tegangeorge
@murpharoo
@berkman_tim
@albomp
@annastaciamp
@australian
@lincolnsbible

Top Replied-To in G3:
@efegundogduu
@iilkerkan
@puccaa

Top Replied-To in G4:
@anarchopac
@redklutz
@azzeus_
@frentepopular49
@masterblast0ise

Top Replied-To in G5:
@zalman888

Top Replied-To in G7:
@lesypersound
@walklikemalcolm
@_lavicko
@ncortez001

Top Replied-To in G8:
@ankarahavadis
@euronews_tr
@ufukuras
@ssysfakb
@asyamasim
@kubilaih
@alpayozalan35
@mapanosian
@onlyseaa
@furkancerkes

Top Mentioned
Top Mentioned in Entire Graph:
@anarchopac
@catherineadenle
@ismailkaya26
@calsoft_data
@li_shwang
@meydangazetesi
@m_beltza
@cuepidemiology
@gregggonsalves
@natalieslevy

Top Mentioned in G2:
@scottmorrisonmp
@10newsfirst
@tegangeorge
@mikecarlton01
@albomp
@mjrowland68
@peter_fitz
@peterfegan9
@nytimes
@anniecorreal

Top Mentioned in G3:
@kelimeburc
@benmortyy
@cedriclaflari
@13burctahmin
@kuzeyguney
@dayi
@ekmekicin
@siiristh
@behzatc
@heryanimhain

Top Mentioned in G4:
@anarchopac
@chaosismel

Top Mentioned in G5:
@salvester001
@daveflame45
@madshana
@g792mike
@dwightrodwell
@mjtorres1230
@tjtwittinghere
@mountaingal456
@ubelcheryl
@stengelese52

Top Mentioned in G6:
@ismailkaya26

Top Mentioned in G7:
@li_shwang
@heyitsbwags
@anarchopac

Top Mentioned in G8:
@youtube
@trt1
@teskilattrt
@ismaildemirssb
@furkancerkes
@muhittinataman
@anadoluajansi
@hakanchelik
@avaliozkaya
@akdenizpolitik

Top Mentioned in G9:
@catherineadenle
@calsoft_data
@dahl_consult
@achyutaghosh
@sallyeaves

Top Mentioned in G10:
@meydangazetesi
@anarsistyayim

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@tadeu_alves
@vinaco21
@derekjohnbryant
@lizditz
@seekingalpha
@jilevin
@cybersecurityn8
@yathinkn

Top Tweeters in G1:
@seekingalpha
@kaosplaylist
@answerdave
@clickysound
@afdincidents
@flarebooks
@marsupialqueen
@ccgrime
@thatgirlondeck
@sweetesmerxlda

Top Tweeters in G2:
@huffpost
@nytimes
@washingtonpost
@politico
@wsj
@9newsqueensland
@skynewsaust
@newscomauhq
@australian
@elainem11584892

Top Tweeters in G3:
@13burctahmin
@zatisklpp
@goddesyagiz
@sorunluyumbeybi
@sbzomer
@asirinegatifim
@circcassian
@sezenimderki
@puccaa
@vevosaniser

Top Tweeters in G4:
@derekjohnbryant
@thatoneguy2440
@coolfatman
@ckaratnytsky
@choochoomagu
@elevatorcore
@sorenhough
@redklutz
@baron_oberon
@toak19054

Top Tweeters in G5:
@madshana
@mariners
@zalman888
@dwightrodwell
@mountaingal456
@nysportsfan2015
@caneseagles1
@topcat19582005
@nyy_cate
@mikef3825

Top Tweeters in G6:
@muradcobanoglu
@eskn__
@katreturca
@bocukbocuk1
@fenniziraatci
@omeraycicektr
@faruk_akli
@tolunaycom
@evcelem
@1121342sh188

Top Tweeters in G7:
@heyitsbwags
@jwbljarts
@comebackkid4723
@bgirlgadget
@truemartyparty
@gkmc18
@oshunthagreat
@con_comms
@mattcrossin
@burtonhat

Top Tweeters in G8:
@anadoluajansi
@yenisafak
@mustafarmagan
@euronews_tr
@asyamasim
@onlyseaa
@trt1
@ereyes312
@setavakfi
@akparti

Top Tweeters in G9:
@sectest9
@chidambara09
@cybersecurityn8
@trendsinai
@fabriciosx
@thesecretjunio1
@bagaluesunab
@coderretweet
@godfrey_g_
@fluttbot

Top Tweeters in G10:
@meydangazetesi
@erhanbasaran34
@fakir71234802
@servanmadai
@okansaftekin
@lipovetsky2
@binlercekez
@zeynelch
@nasliisen
@captainanarqia