berkman, Twitter, 7/17/2019 5:27:55 AM, 203367


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berkman_2019-07-16_20-09-55.xlsx
berkman_2019-07-16_20-09-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2019
Short Description:
berkman via NodeXL http://bit.ly/2NU1Pk7
@attsportsnetsw
@keucheldbeard
@astros
@lmccullers43
@blummer27
@astrostalk
@ericmoondog
@wasteph_wes
@realtoddkalas
@draganakaurin

Top hashtags:
#astros
#takeitback
#otd
#s400
#quotes
#lextree
#decentralization
#libra

Description:
Description
The graph represents a network of 1,397 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, 17 July 2019 at 03:10 UTC.

The requested start date was Tuesday, 16 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 32-minute period from Tuesday, 02 July 2019 at 00:16 UTC to Monday, 15 July 2019 at 23:48 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 : 1397
Unique Edges : 1428
Edges With Duplicates : 575
Total Edges : 2003
Number of Edge Types : 3
Replies to : 359
Mentions : 988
Tweet : 656
Self-Loops : 656
Reciprocated Vertex Pair Ratio : 0.0312236286919831
Reciprocated Edge Ratio : 0.060556464811784
Connected Components : 388
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 329
Maximum Edges in a Connected Component : 537
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.070526
Graph Density : 0.000626598544158276
Modularity : 0.6476
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://medium.com/berkman-klein-center/why-libra-needs-a-humanitarian-fig-leaf-79ae6a463c8
[8] https://medium.com/berkman-klein-center/three-reflections-on-decentralization-112bd8751e41
[7] http://www.youtube.com/watch?v=7fkqd4By_VE&feature=youtu.be

[5] https://www.berkmansolutions.com/
[5] https://twitter.com/brlffgraff/status/1146221712653950977
[5] https://link.medium.com/DDbuApj0aY
[4] https://slowrotation.memoryoftheworld.org/Franya%20J.%20Berkman/Monument%20Eternal_%20The%20Music%20of%20Alic%20(118)/Monument%20Eternal_%20The%20Music%20of%20-%20Franya%20J.%20Berkman.pdf
[3] https://www.berkmansolutions.com/#who-uses-lextree
[3] https://link.medium.com/rUb6NnSqgY
[3] http://bancodeseries.com.br/index.php?action=se&serieid=13151&episode=16&type=

Top URLs in Tweet in G1:
[7] http://www.youtube.com/watch?v=7fkqd4By_VE&feature=youtu.be

[3] http://bancodeseries.com.br/index.php?action=se&serieid=13151&episode=16&type=
[3] https://link.medium.com/DDbuApj0aY
[2] https://112pers.nl/melding/32590112/a2-dia-ja-12162-rit-141960-berkman-tankstation-ijweg-hoofddorp?source=twitter
[2] http://www.sigalert.com/Map.asp?region=Austin
[2] https://medium.com/berkman-klein-center/why-libra-needs-a-humanitarian-fig-leaf-79ae6a463c8
[2] https://www.youtube.com/watch?v=mZ3giJ0BPOw

[1] https://www.instagram.com/p/BzZSp60Aaz0/?igshid=aet5hj5jk2vw
[1] https://twitter.com/ESPNDatos/status/1145757807288995845
[1] https://en.wikipedia.org/wiki/Haymarket_affair

Top URLs in Tweet in G2:
[1] https://www.instagram.com/p/BzodJLKAfHw/?igshid=1wh70btyjto2q
[1] https://twitter.com/houston_53/status/1147993112003993601

Top URLs in Tweet in G3:
[2] http://www.karar.com/ekonomi-haberleri/alman-devi-volkswagen-yeni-fabrikasini-turkiyeye-kuruyor-1267404
[1] https://tr.euronews.com/2019/07/05/basbaglar-katliam-26-yil-turkiye-yi-yasa-bogan-1993-temmuz-unda-neler-yasandi-sivas

Top URLs in Tweet in G4:
[20] https://medium.com/berkman-klein-center/why-libra-needs-a-humanitarian-fig-leaf-79ae6a463c8
[2] https://link.medium.com/DDbuApj0aY
[1] https://www.devex.com/news/facebook-s-digital-currency-libra-why-nonprofits-are-joining-95142
[1] https://www.mercycorps.org/articles/libra-creating-financial-opportunity-all

Top URLs in Tweet in G5:
[1] https://www.instagram.com/p/Bzl6HP6HAdv/?igshid=1v0ckjn2a7bgz
[1] https://twitter.com/LMcCullers43/status/1147637567782891526
[1] https://twitter.com/brlffgraff/status/1146221712653950977
[1] https://www.outsports.com/2015/11/5/9676062/lance-berkman-gay-hero-christian-bigot

Top URLs in Tweet in G6:
[1] https://www.houstonchronicle.com/sports/texas-sports-nation/astros/amp/On-TV-Radio-More-Astros-broadcasts-beckon-for-13989477.php
[1] https://twitter.com/Perroni247/status/1147991382000377858

Top URLs in Tweet in G7:
[2] https://twitter.com/brlffgraff/status/1146221712653950977
[1] https://twitter.com/nombreeschile/status/1146239127861571584

Top URLs in Tweet in G8:
[1] http://AstrosDaily.com/video/2004ASG_Berkman_Kent_2nd.mpg
[1] http://AstrosDaily.com/history/thisdate/#0702
[1] http://AstrosDaily.com/history/thisdate/#0705
[1] http://AstrosDaily.com/history/thisdate/#0706
[1] http://AstrosDaily.com/history/thisdate/#0707
[1] http://AstrosDaily.com/history/thisdate/#0708
[1] http://AstrosDaily.com/history/thisdate/#0709
[1] https://twitter.com/clutchtrout/status/1148006022532886528

Top URLs in Tweet in G10:
[1] https://libcom.org/library/emma-goldman-living-my-life
[1] https://libcom.org/library/what-is-anarchism-alexander-berkman
[1] https://uncomradelybehaviour.wordpress.com/2012/04/28/anarchism-in-the-philippines/

Top Domains
Top Domains in Tweet in Entire Graph:
[50] medium.com
[34] twitter.com
[26] berkmansolutions.com
[14] youtube.com
[10] reverbnation.com
[7] instagram.com
[7] astrosdaily.com
[4] memoryoftheworld.org
[4] splicetoday.com
[3] com.br

Top Domains in Tweet in G1:
[13] twitter.com
[11] youtube.com
[10] reverbnation.com
[7] medium.com
[5] instagram.com
[3] com.br
[2] imdb.com
[2] ebay.com
[2] 112pers.nl
[2] sigalert.com

Top Domains in Tweet in G2:
[1] instagram.com
[1] twitter.com

Top Domains in Tweet in G3:
[2] karar.com
[1] euronews.com

Top Domains in Tweet in G4:
[22] medium.com
[1] devex.com
[1] mercycorps.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] instagram.com
[1] outsports.com

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

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[7] astrosdaily.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] libcom.org
[1] wordpress.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[52] astros
[30] takeitback
[21] otd
[14] s400
[9] quotes
[8] lextree
[8] decentralization
[6] libra
[6] facebookdown
[6] instagramdown



Top Hashtags in Tweet in G1:
[15] astros
[9] takeitback
[9] quotes
[4] ccm1
[3] bancodeseries
[2] imdb
[2] bigpuma
[2] laavshou
[2] austin
[2] atxtraffic

Top Hashtags in Tweet in G2:
[7] takeitback
[4] astros
[3] gostros
[3] laavshou
[1] fundamentals
[1] bsabouttown
[1] letsgostros
[1] terriblecall
[1] feedberkman
[1] berkman

Top Hashtags in Tweet in G3:
[14] s400
[5] pentagon
[5] 15temmuz
[3] başbağlar
[2] ailemizheråžeyimiz
[2] 15temmuzgecesi
[2] gökbey
[2] iyikivarsınız
[2] etkiajanları
[2] unutmayacağız

Top Hashtags in Tweet in G4:
[5] libra
[2] humanitarian
[2] pinkwashing
[2] whitewashing
[2] humanitarianwashing
[1] cryptocurrency
[1] humanitarianaid
[1] civilsociety

Top Hashtags in Tweet in G5:
[8] astros
[1] chucknorris

Top Hashtags in Tweet in G6:
[2] astros
[1] betonit
[1] lookitup
[1] takeitback

Top Hashtags in Tweet in G7:
[11] takeitback
[3] astros

Top Hashtags in Tweet in G8:
[15] astros
[1] takeitback

Top Hashtags in Tweet in G9:
[1] 2ndannualmlballtimemock
[1] diamondbacks
[1] redsox

Top Hashtags in Tweet in G10:
[21] otd
[6] filipinos
[6] translate
[1] anarchists
[1] philippines

Top Words
Top Words in Tweet in Entire Graph:
[708] Words in Sentiment List#1: Positive
[604] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[29556] Non-categorized Words
[30868] Total Words
[939] berkman
[351] lance
[258] ã
[194] s
[139] t

Top Words in Tweet in G1:
[252] berkman
[215] ã
[74] lance
[25] t
[23] alexander
[22] game
[20] barry
[19] s
[18] booth
[17] garvey

Top Words in Tweet in G2:
[95] berkman
[46] attsportsnetsw
[45] lance
[39] astros
[27] realtoddkalas
[26] game
[23] s
[19] booth
[13] much
[12] today

Top Words in Tweet in G3:
[55] bir
[42] ve
[36] bu
[16] sonra
[16] daha
[15] ile
[15] ã
[14] da
[14] #s400
[13] türkiye

Top Words in Tweet in G4:
[69] libra
[65] draganakaurin
[56] facebook
[53] help
[49] social
[49] impact
[49] project
[49] poor
[49] unbanked
[49] others

Top Words in Tweet in G5:
[73] berkman
[65] lance
[46] star
[44] 7
[44] park
[42] astros
[41] astrostalk
[37] run
[35] home
[35] derby

Top Words in Tweet in G6:
[24] berkman
[13] lance
[10] blummer27
[8] jlucroy20
[6] astros
[5] jsmarisnick
[4] s
[3] world
[3] series
[3] rice

Top Words in Tweet in G7:
[91] berkman
[22] lance
[21] s
[18] t
[17] booth
[15] kid
[14] wasteph_wes
[13] game
[12] inning
[11] 5

Top Words in Tweet in G8:
[30] berkman
[24] 7
[19] lance
[15] game
[9] mlb
[8] 2
[8] #astros
[7] astrosdaily
[7] #astros'
[6] first

Top Words in Tweet in G9:
[2] dmoorenfl

Top Words in Tweet in G10:
[29] berkman
[27] alexander
[22] 10
[21] #otd
[21] 9
[21] july
[21] 1917
[21] anarchists
[21] emma
[21] goldman

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[328] lance,berkman
[151] ã,ã
[65] alexander,berkman
[53] draganakaurin,facebook
[51] facebook,libra
[51] libra,social
[51] social,impact
[51] impact,project
[51] project,help
[51] help,poor

Top Word Pairs in Tweet in G1:
[136] ã,ã
[72] lance,berkman
[22] alexander,berkman
[14] guten,morgen
[12] daniel,berkman
[11] frank,garvey
[10] moth,rust
[10] barry,berkman
[10] war,paralyzes
[10] paralyzes,courage

Top Word Pairs in Tweet in G2:
[39] lance,berkman
[9] berkman,booth
[6] berkman,s
[5] astros,attsportsnetsw
[4] berkman,astros
[4] attsportsnetsw,lance
[4] attsportsnetsw,realtoddkalas
[3] realtoddkalas,ask
[3] having,lance
[3] please,please

Top Word Pairs in Tweet in G3:
[12] s,400
[5] türkiye,yi
[4] yalanına,inanıp
[4] daha,fazla
[4] geniş,bir
[4] bir,insan
[4] bir,daha
[3] kyn061,aemres78
[3] aemres78,gooksel
[3] erdoäÿan,ve

Top Word Pairs in Tweet in G4:
[51] draganakaurin,facebook
[49] facebook,libra
[49] libra,social
[49] social,impact
[49] impact,project
[49] project,help
[49] help,poor
[49] poor,unbanked
[49] unbanked,others
[49] others,brazenly

Top Word Pairs in Tweet in G5:
[65] lance,berkman
[41] astrostalk,7
[35] home,run
[35] run,derby
[32] minute,maid
[31] maid,park
[27] 7,12
[27] 12,04
[27] 04,lance
[27] berkman,electrifies

Top Word Pairs in Tweet in G6:
[13] lance,berkman
[4] jsmarisnick,jlucroy20
[3] world,series
[3] themanimal18,morasee
[3] morasee,ewokinla
[3] ewokinla,astros_dude
[3] astros_dude,k96121725
[3] k96121725,borkstead
[2] marshallartsoff,cpenny81
[2] cpenny81,jsmarisnick

Top Word Pairs in Tweet in G7:
[22] lance,berkman
[11] kid,booth
[10] urquidy,stassi
[10] stassi,berkman
[10] berkman,kid
[10] booth,5
[10] 5,run
[10] run,3rd
[10] 3rd,inning
[10] inning,#takeitback

Top Word Pairs in Tweet in G8:
[18] lance,berkman
[7] astrosdaily,7
[5] kansas,city
[5] city,lance
[4] 7,7
[4] 2001,#astros'
[4] jeff,bagwell
[4] star,game
[4] 7,2
[4] 7,5

Top Word Pairs in Tweet in G10:
[27] alexander,berkman
[21] #otd,9
[21] 9,july
[21] july,1917
[21] 1917,anarchists
[21] anarchists,emma
[21] emma,goldman
[21] goldman,alexander
[21] berkman,sentenced
[21] sentenced,2

Top Replied-To
Top Replied-To in Entire Graph:
@attsportsnetsw
@lmac_1326
@astros
@realtoddkalas
@blummer27
@ark_berkman
@shodrewshirley
@euronews_tr
@jaysonst
@kararhaber

Top Replied-To in G2:
@attsportsnetsw
@realtoddkalas
@astros
@blummer27
@adamclanton
@keucheldbeard
@erinastrosfan
@rowdymaya
@tillzen
@juliamorales

Top Replied-To in G3:
@ark_berkman
@euronews_tr
@kararhaber
@nedimsener2010
@oztrk_aydn
@tf2000destroyer
@babataskadir
@hkilichsword
@kyn061
@tyrannosurusrex

Top Replied-To in G4:
@aboukaaghali

Top Replied-To in G5:
@roundrocktim
@lmccullers43
@reformedwriter
@willmoriarty86
@brianmctaggart

Top Replied-To in G6:
@blummer27
@ericmoondog
@brianjbreaux
@realdavidtuttle
@annern79
@astrofanbob1
@marshallartsoff
@cooperwade
@themanimal18
@mikerenfrow

Top Replied-To in G7:
@shodrewshirley
@quallsastros
@wasteph_wes
@patdstat
@dustinbennett76
@keucheldbeard
@jeff_newton847
@astros_arsenal
@mc790
@astrosoptimism2

Top Replied-To in G8:
@rhettbollinger
@the_claire_bear
@sportstalk790
@mlblovesohtani
@erictalksstros
@craigharmann
@shaunbijani
@mlbreplays
@astros
@adarnoldcc

Top Replied-To in G9:
@jcinok

Top Replied-To in G10:
@radpoliticsph
@emericanjohnson

Top Mentioned
Top Mentioned in Entire Graph:
@draganakaurin
@astrostalk
@attsportsnetsw
@astros
@lmccullers43
@bkcharvard
@wrkclasshistory
@realtoddkalas
@berkman_lextree
@brianmctaggart

Top Mentioned in G1:
@dsdamato
@joe_calexit

Top Mentioned in G2:
@attsportsnetsw
@astros
@realtoddkalas
@blummer27
@juliamorales
@lanceberkman27
@imkquinn
@lmccullers43
@wasteph_wes
@amelia_torres_

Top Mentioned in G3:
@tcbestepe
@aemres78
@gooksel
@naylon_ayakkabi
@tasdemircml
@mustafarmagan
@nedimsener2010
@euronews_tr
@medyaadami
@avaligul

Top Mentioned in G4:
@draganakaurin
@mercycorps
@libra_
@etulain
@facebook
@lawyerpants
@geminiimatt
@anabmap
@msbcw
@linnetelwin

Top Mentioned in G5:
@astrostalk
@lmccullers43
@brianmctaggart
@cp_astros
@k_guenther
@roundrocktim

Top Mentioned in G6:
@jlucroy20
@blummer27
@jsmarisnick
@morasee
@ewokinla
@astros_dude
@k96121725
@borkstead
@themanimal18
@cpenny81

Top Mentioned in G7:
@wasteph_wes
@patdstat
@shodrewshirley
@quallsastros
@adamgsager
@dustinbennett76
@brianmctaggart
@dreamteamapple1
@realtoddkalas
@mooseoutfront

Top Mentioned in G8:
@mlb
@astrosdaily
@sportstalk790
@mlbua
@astrostalk
@lockedonastros
@coachrickyp
@richardjustice
@nfl
@astros

Top Mentioned in G9:
@isadorakemper10
@greenlegion12
@brunellisports
@dmoorenfl
@blsmooth417
@m_keller24
@farabaughfb
@_jacob_c
@hailtds
@supercharged33

Top Mentioned in G10:
@wrkclasshistory
@radpoliticsph
@libcomorg
@emericanjohnson

Top Tweeters
Top Tweeters in Entire Graph:
@harleypartsman7
@confcalltran
@tradnews_
@cumhuriyetgzt
@isaacfromct
@countryboi567
@stargazete
@houstonfan00
@monitorp2000
@briangantt1

Top Tweeters in G1:
@harleypartsman7
@confcalltran
@isaacfromct
@monitorp2000
@weranowplaying
@xwhoscom
@afdincidents
@babbyjaso
@ajevansii
@gamedesigndan

Top Tweeters in G2:
@ceo4sho
@keucheldbeard
@jzimmermann11
@amelia_torres_
@astros
@rowdymaya
@believeinzito
@tucci_stan
@widdawisa
@erinastrosfan

Top Tweeters in G3:
@cumhuriyetgzt
@stargazete
@birgun_gazetesi
@historylvrsclub
@kararhaber
@mehmettuluce4
@medyaadami
@tuncgonulkirmaz
@parlakc
@cemaltoptanc21

Top Tweeters in G4:
@nordicgeo
@mystical0404
@john_weeks
@ahmedmedien
@devex
@jfcrisp
@guahuc
@xolotl
@loungingwithl
@faineg

Top Tweeters in G5:
@houstonfan00
@brianmctaggart
@willmoriarty86
@josiefett
@collyndavis
@bassohannah
@gabino__
@daisycakes4
@aggiecosc
@texliillili

Top Tweeters in G6:
@astros_dude
@ewokinla
@hunter_downs
@themanimal18
@champagneben
@ericmoondog
@morasee
@riceuniversity
@annern79
@ricebaseball

Top Tweeters in G7:
@patdstat
@dustinbennett76
@gametimeart
@bigwinintx
@lexthepex
@lissielys
@adamgsager
@mc790
@ksnyd_10
@cody_stoots

Top Tweeters in G8:
@nfl
@mlb
@the_claire_bear
@javierreyes_jr
@strosfaniknow
@houston_53
@rhettbollinger
@sportstalk790
@astrosdaily
@richardjustice

Top Tweeters in G9:
@countryboi567
@briangantt1
@jcinok
@supercharged33
@bmeek23
@dmoorenfl
@jibberjabberin
@athletics
@icewaterolson
@chasecameron_

Top Tweeters in G10:
@girafarig_4am
@khaledcheibi
@garywkinsman
@libcomorg
@ablokeimetaus
@press4change
@profaneannalist
@nickvsth
@anarchopanda
@og_tessa