berkman, Twitter, 3/8/2022 7:03:26 PM, 272819


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berkman_2022-03-08_08-14-09.xlsx
berkman_2022-03-08_08-14-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2022
Short Description:
berkman via NodeXL https://bit.ly/3IUitIt
@brianmctaggart
@ricebaseball
@baseballinpix
@hbuhuskiesbsb
@texagsradio
@bahner_paiton
@ark_berkman
@astros
@cruz22
@joe40094073

Top hashtags:
#standwithukraine
#austin
#tx
#asunwbb
#aksa
#astros
#anarchisme

Description:
Description
The graph represents a network of 1,036 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, 08 March 2022 at 16:15 UTC.

The requested start date was Tuesday, 08 March 2022 at 01:01 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 10-day, 16-hour, 24-minute period from Tuesday, 22 February 2022 at 01:18 UTC to Friday, 04 March 2022 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 : 1036
Unique Edges : 725
Edges With Duplicates : 1488
Total Edges : 2213
Number of Edge Types : 5
Tweet : 370
MentionsInRetweet : 802
Replies to : 193
Retweet : 553
Mentions : 295
Self-Loops : 371
Reciprocated Vertex Pair Ratio : 0.0383912248628885
Reciprocated Edge Ratio : 0.073943661971831
Connected Components : 244
Single-Vertex Connected Components : 97
Maximum Vertices in a Connected Component : 284
Maximum Edges in a Connected Component : 809
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.890174
Graph Density : 0.00105944453770541
Modularity : 0.506619
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,036 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, 08 March 2022 at 16:15 UTC.

The requested start date was Tuesday, 08 March 2022 at 01:01 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 10-day, 16-hour, 24-minute period from Tuesday, 22 February 2022 at 01:18 UTC to Friday, 04 March 2022 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:
[16] https://www.mlb.com/news/lance-berkman-jose-cruz-jr-face-off-as-college-coaches
[5] https://youtu.be/7fkqd4By_VE
[5] https://docs.google.com/document/d/1UlCGsmCjnNnEs29uGLi9qynZT7_lUeAExJt_kWDmuYU/edit?usp=drivesdk
[4] https://wbai.org/archive/program/episode/?id=29974
[3] https://www.jacksonville.com/restricted/?return=https:%2F%2Fwww.jacksonville.com%2Fstory%2Fnews%2Ftraffic%2F2022%2F03%2F02%2Fjacksonville-berkman-tower-demolition-close-downtown-streets%2F6799871001%2F
[3] https://www.actionnewsjax.com/news/local/duval-county/berkman-ii-demolition-planned-sunday-street-closures-expected/GGYJEYBLOFFKZER6243EKJG6KY/?taid=621feff66ea00100018fb995&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[3] https://www.socialisme-libertaire.fr/2022/02/emma-goldman-et-alexandre-berkman.html
[3] https://twitter.com/texagsradio/status/1498657780856725511
[3] https://wbai.org/
[3] http://www.sigalert.com/Map.asp?region=Austin

Top URLs in Tweet in G1:
[10] https://www.mlb.com/news/lance-berkman-jose-cruz-jr-face-off-as-college-coaches
[1] https://www.mlb.com/es/news/berkman-y-cruz-jr-de-companeros-a-rivales

Top URLs in Tweet in G2:
[5] https://youtu.be/7fkqd4By_VE
[3] http://www.sigalert.com/Map.asp?region=Austin
[2] https://www.mlb.com/news/lance-berkman-jose-cruz-jr-face-off-as-college-coaches
[2] http://bancodeseries.com.br/index.php?action=se&serieid=3200&episode=75&type=
[2] https://247sports.com/college/texas-am/Article/Texas-AM-baseball-2022-Houston-Baptist-preview-Lance-Berkman-183623566/
[2] https://www.news4jax.com/news/local/2022/03/02/berkman-ii-implosion-nears-developer-says-he-wants-to-replace-with-citys-tallest-skyscraper/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wjxt4
[1] https://twitter.com/nut_history/status/1494349827894915077
[1] https://mailchi.mp/sevenstories/selects-march
[1] https://fabukstore.com/product/fabuk-magazine-issue-18-featuring-berna-berkman/
[1] https://theanarchistlibrary.org/library/alexander-berkman-in-reply-to-kropotkin

Top URLs in Tweet in G3:
[2] https://www.mlb.com/news/lance-berkman-jose-cruz-jr-face-off-as-college-coaches
[1] https://www.click2houston.com/sports/local/2022/02/23/lance-berkman-and-jose-cruz-jr-a-look-back-at-2-spectacular-playing-careers-before-their-coaching-days/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=kprc2
[1] https://www.youtube.com/watch?v=4cjfqpTWz3c&feature=youtu.be

[1] https://www.milb.com/sugar-land/events/hbu-vs-hofstra?utm_source=twitter&utm_medium=post&utm_campaign=hbu-hofstra
[1] https://twitter.com/11point7/status/1499203558910181381
[1] https://twitter.com/ricebaseball/status/1496620481163796483
[1] https://sportstalk790.iheart.com/listen?pname=sports790.com&sc=dnsredirect

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=FgedAGs7T_Q&feature=youtu.be

[2] https://v.aa.com.tr/2516626
[2] https://v.aa.com.tr/2520740
[2] https://shiftdelete.net/akinci-b-ilk-ucusunu-basariyla-gerceklestirdi
[1] https://www.youtube.com/watch?v=QTKtQF_o63Y&feature=youtu.be

[1] https://www.youtube.com/watch?v=hssNO5iNFKg&feature=youtu.be

[1] https://www.migroskurumsal.com/gizlilik#musteri-iletisim-merkezi-andinlatma-metni

Top URLs in Tweet in G6:
[1] https://twitter.com/brianmctaggart/status/1496621921647185922

Top URLs in Tweet in G7:
[1] https://www.freemelissalucio.org/

Top URLs in Tweet in G8:
[1] https://twitter.com/libertywbb/status/1499101530942840836
[1] https://asunsports.org/sports/wbkb/2021-22/releases/2022030248404r
[1] https://twitter.com/ASUNWBB/status/1499071459259523075
[1] https://twitter.com/LibertyWBB/status/1497200975370665991
[1] https://www.instagram.com/accounts/login/?next=/tv/CaVzYMLAyR7/

Top URLs in Tweet in G10:
[1] https://twitter.com/TheDoctors/status/1463583195878678530
[1] https://twitter.com/lancechurchill/status/1496573303494176768
[1] https://pave.salsalabs.org/synthetic/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[20] mlb.com
[10] youtube.com
[8] theanarchistlibrary.org
[8] jacksonville.com
[7] wbai.org
[6] actionnewsjax.com
[6] com.tr
[6] firstcoastnews.com
[6] youtu.be

Top Domains in Tweet in G1:
[11] mlb.com

Top Domains in Tweet in G2:
[16] twitter.com
[6] youtu.be
[5] mlb.com
[4] wordpress.com
[4] news4jax.com
[3] sigalert.com
[3] marketresearch.com
[2] medium.com
[2] com.br
[2] youtube.com

Top Domains in Tweet in G3:
[2] mlb.com
[2] twitter.com
[1] click2houston.com
[1] youtube.com
[1] milb.com
[1] iheart.com

Top Domains in Tweet in G4:
[4] youtube.com
[4] com.tr
[2] shiftdelete.net
[1] migroskurumsal.com

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

Top Domains in Tweet in G7:
[1] freemelissalucio.org

Top Domains in Tweet in G8:
[3] twitter.com
[1] asunsports.org
[1] instagram.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] salsalabs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] standwithukraine
[19] austin
[19] tx
[17] asunwbb
[15] aksa
[14] astros
[10] anarchisme
[9] russiaukraineconflict
[7] quotes
[7] alexandreberkman



Top Hashtags in Tweet in G2:
[14] astros
[7] quotes
[3] travis
[3] atxtraffic
[3] profound
[3] education
[2] bancodeseries
[2] gigem
[1] fabuk
[1] houston

Top Hashtags in Tweet in G3:
[6] khou11
[1] texascollegebsb
[1] goowls
[1] rfnd

Top Hashtags in Tweet in G4:
[6] akinci
[4] 28şubat
[3] ukraineunderattack
[3] milliteknolojihamlesi
[2] ukraine
[2] ukrania
[1] kadirov
[1] standwithukraine
[1] gaziantep
[1] akkuyunuekleer

Top Hashtags in Tweet in G7:
[19] austin
[19] tx
[1] savemelissalucio
[1] freemelissalucio

Top Hashtags in Tweet in G8:
[17] asunwbb
[6] risewithus
[2] mfgrad
[2] abovetheline
[1] asunbuilt

Top Hashtags in Tweet in G9:
[19] standwithukraine

Top Hashtags in Tweet in G10:
[1] sonoflibertyradio
[1] scientists
[1] researchers

Top Words
Top Words in Tweet in Entire Graph:
[841] berkman
[388] lance
[239] astros
[215] cruz
[189] brianmctaggart
[182] rice
[175] jose
[169] jr
[160] former
[158] today

Top Words in Tweet in G1:
[179] berkman
[167] brianmctaggart
[160] lance
[147] astros
[143] cruz
[136] rice
[130] jr
[129] jose
[122] today
[121] former

Top Words in Tweet in G2:
[124] berkman
[34] lance
[17] alexander
[14] #astros
[12] war
[11] そろそろランチにしましょうか
[11] abend
[10] big
[10] guten
[10] morgen

Top Words in Tweet in G3:
[97] lance
[97] berkman
[59] ricebaseball
[54] cruz
[37] rice
[37] jose
[35] coach
[35] cruz22
[35] astros
[33] jr

Top Words in Tweet in G4:
[26] bu
[19] ve
[18] bir
[13] için
[11] ölü
[11] ark_berkman
[8] bayraktar
[8] ile
[7] rusya
[7] daha

Top Words in Tweet in G5:
[13] berkman
[12] hobbyconnector
[11] sports_sell
[9] thehobby247
[8] cardboardechoes
[7] 84baseballcards
[7] cardhobbyrts
[7] sportscardsflrt
[6] olmarcollect
[6] aimcollectibl

Top Words in Tweet in G6:
[37] lance
[35] berkman
[34] astros
[28] makes
[28] catch
[28] hill
[28] minute
[28] maid
[28] park
[28] 2002

Top Words in Tweet in G7:
[33] tuesday
[27] 4pm
[27] capitol
[27] congress
[27] 11th
[27] 7pm
[27] screening
[21] director
[20] talk
[20] back

Top Words in Tweet in G8:
[50] berkman
[43] mya
[23] libertywbb
[22] scholar
[22] athlete
[21] congratulations
[19] asun
[17] #asunwbb
[14] team
[14] asunwbb

Top Words in Tweet in G9:
[19] bernece
[19] berkman
[19] american
[19] 1911
[19] 1988
[19] jews
[19] fleeing
[19] war
[19] 1939
[19] #standwithukraine

Top Words in Tweet in G10:
[15] meredith
[15] berkman
[14] parentsvsvape
[6] invited
[6] attorney
[6] natalie
[6] hemmerich
[6] robert
[6] jackler
[6] stanfordmed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[377] lance,berkman
[169] cruz,jr
[161] jose,cruz
[151] former,rice
[151] astros,teammates
[151] teammates,lance
[148] berkman,jose
[131] brianmctaggart,former
[90] college,head
[89] rice,astros

Top Word Pairs in Tweet in G1:
[160] lance,berkman
[130] cruz,jr
[129] jose,cruz
[121] former,rice
[121] astros,teammates
[121] teammates,lance
[121] berkman,jose
[118] brianmctaggart,former
[83] college,head
[82] rice,astros

Top Word Pairs in Tweet in G2:
[33] lance,berkman
[17] alexander,berkman
[10] guten,morgen
[8] big,puma
[8] puma,lance
[7] war,paralyzes
[7] paralyzes,courage
[7] courage,deadens
[7] deadens,spirit
[7] spirit,true

Top Word Pairs in Tweet in G3:
[92] lance,berkman
[33] cruz,jr
[27] jose,cruz
[26] former,rice
[26] astros,teammates
[26] teammates,lance
[24] josé,cruz
[22] berkman,jose
[19] cruz,cruz22
[17] rice,owls

Top Word Pairs in Tweet in G4:
[5] milyon,ölü
[4] bayraktar,#akinci
[4] yıldırım,harekatı
[4] bu,yana
[4] zarar,gören
[3] 1500,hp
[3] gurur,duymamak
[3] bir,gün
[3] yücel,teşkilatı
[3] 5816,dan

Top Word Pairs in Tweet in G5:
[7] 84baseballcards,hobbyconnector
[7] hobbyconnector,sports_sell
[7] sports_sell,cardboardechoes
[7] cardboardechoes,cardhobbyrts
[7] cardhobbyrts,thehobby247
[7] thehobby247,sportscardsflrt
[6] olmarcollect,84baseballcards
[6] sportscardsflrt,aimcollectibl
[5] lance,berkman
[3] sports_sell,hobbyconnector

Top Word Pairs in Tweet in G6:
[35] lance,berkman
[28] berkman,makes
[28] makes,catch
[28] catch,hill
[28] hill,minute
[28] minute,maid
[28] maid,park
[28] park,astros
[28] astros,2002
[27] baseballinpix,lance

Top Word Pairs in Tweet in G7:
[27] capitol,congress
[27] congress,11th
[20] 11th,7pm
[20] screening,talk
[20] talk,back
[20] back,director
[19] hey,#austin
[19] #austin,tuesday
[19] tuesday,4pm
[19] 4pm,#tx

Top Word Pairs in Tweet in G8:
[35] mya,berkman
[22] scholar,athlete
[13] first,team
[13] athlete,year
[13] libertywbb's,mya
[12] congratulations,mya
[12] #asunwbb,scholar
[12] year,goes
[12] goes,libertywbb's
[12] berkman,berkman

Top Word Pairs in Tweet in G9:
[19] bernece,berkman
[19] berkman,american
[19] american,1911
[19] 1911,1988
[19] 1988,jews
[19] jews,fleeing
[19] fleeing,war
[19] war,1939
[19] 1939,#standwithukraine
[18] menschohnemusil,bernece

Top Word Pairs in Tweet in G10:
[15] meredith,berkman
[11] berkman,parentsvsvape
[6] parentsvsvape,invited
[6] invited,attorney
[6] attorney,natalie
[6] natalie,hemmerich
[6] hemmerich,robert
[6] robert,jackler
[6] jackler,stanfordmed
[6] stanfordmed,talk

Top Replied-To
Top Replied-To in Entire Graph:
@ark_berkman
@brianmctaggart
@mikeygrogins_
@khalilovagulsum
@brock_berkman
@everclay1
@michaelschwab13
@robncypress57
@ibrahimkaragul
@holypolitic

Top Replied-To in G1:
@brianmctaggart
@jcopelandjimmy

Top Replied-To in G3:
@slspacecowboys
@brianmctaggart
@11point7

Top Replied-To in G4:
@ark_berkman
@khalilovagulsum
@baykartech
@berkeeren_
@holypolitic
@ibrahimkaragul
@aniisahin
@clashreport
@neslihan_rn
@debuffer2

Top Replied-To in G5:
@tpaolini5
@powssportscards
@84baseballcards
@tonyscards
@justflipp
@iminsearchof
@cardcollector77
@ziggycards

Top Replied-To in G10:
@lmstroud89

Top Mentioned
Top Mentioned in Entire Graph:
@brianmctaggart
@ricebaseball
@libertywbb
@cruz22
@hbuhuskiesbsb
@baseballinpix
@astros
@markbermanfox26
@hbuhuskies
@sabvantassel

Top Mentioned in G1:
@brianmctaggart
@lasmayores
@markbermanfox26
@kendallrogers

Top Mentioned in G3:
@ricebaseball
@cruz22
@hbuhuskiesbsb
@astros
@hbuhuskies
@markbermanfox26
@brianmctaggart
@kprc2randymc
@khousportsmatt
@bsbvault

Top Mentioned in G4:
@mustafarmagan
@selcuk
@clashreport
@baykartech
@youtube
@afadbaskanlik
@sedarslann
@omer_karaoglu
@anadoluajansi
@mg_burada

Top Mentioned in G5:
@hobbyconnector
@sports_sell
@thehobby247
@cardboardechoes
@cardhobbyrts
@sportscardsflrt
@olmarcollect
@84baseballcards
@iminsearchof

Top Mentioned in G6:
@baseballinpix
@brianmctaggart
@theaceofspaeder

Top Mentioned in G7:
@sabvantassel
@deathpenaltyact
@zachwlambert
@ruthieweller

Top Mentioned in G8:
@libertywbb
@asunwbb
@ladymustangsbb
@marblefallsisd
@mfhsports
@libertyflames
@jamiekarlhall

Top Mentioned in G9:
@menschohnemusil

Top Mentioned in G10:
@parentsvsvape
@stanfordmed
@phealthlawctr
@drgilchrist
@tobaccofreekids
@vapingit
@nachtnoir

Top Tweeters
Top Tweeters in Entire Graph:
@dynamocooligan
@rk70534
@derekjohnbryant
@hobbyconnector
@flashalert_me
@jjj5819
@seekingalpha
@jmramos1701d
@brindusab1
@roamarta23

Top Tweeters in G1:
@bassohannah
@kikojeros
@cubicsnarkonia
@dapres_
@zarameloaaaaaaa
@kmcorder
@lasmayores
@enlacanchapr
@chunky37
@bezllama

Top Tweeters in G2:
@flashalert_me
@seekingalpha
@stckpro
@asxasay
@theluckyman
@crewsett
@jm3107
@wjxt4
@afdincidents
@columbustrey

Top Tweeters in G3:
@dynamocooligan
@jmramos1701d
@khou
@ebscbwi
@kprc2
@the1tab
@debbiethetexan
@nanagyambibijr
@astros
@boriyank

Top Tweeters in G4:
@yenisafak
@anadoluajansi
@slmhktn
@temmuz1919
@mustafarmagan
@erenerdemnet
@umutmurare
@migroshizmet
@rtelice_
@hakki_alkan

Top Tweeters in G5:
@hobbyconnector
@sports_sell
@cardpurchaser
@hobby_connect
@imomitchcards
@aimcollectibles
@midwestboxbreak
@sportssell3
@84baseballcards
@cardboardechoes

Top Tweeters in G6:
@roamarta23
@mesientojevi
@keepinupwitrai_
@joe40094073
@qu33nnl
@theaceofspaeder
@abmc1995
@arbaughjosh1
@bigslim73
@shsu05

Top Tweeters in G7:
@rk70534
@azgqpstinks
@reverieglow
@fdracolyte
@luchaporpaz
@jettica65
@uonika
@promovement1
@2ndchanceff
@karineomry

Top Tweeters in G8:
@damiensordelett
@libertyflames
@royheintz
@ladyswish
@coopzflamesclub
@asunsports
@asunwbb
@marblefallsisd
@wmpowelljr
@fierrojennifer

Top Tweeters in G9:
@derekjohnbryant
@annie_zermatt
@bountyandamala
@mick_351
@mariatontini1
@sanne_skriver
@mollydot
@vassilena1985
@gevoel
@kotina2572

Top Tweeters in G10:
@vapingit
@jkelovuori
@rawgster
@vapinsquirrel
@stanfordmed
@flips_here
@tobaccofreekids
@lmstroud89
@mallorygates14
@nachtnoir


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