berkman, Twitter, 4/23/2019 3:29:11 AM, 194598


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berkman_2019-04-22_20-09-54.xlsx
berkman_2019-04-22_20-09-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2019
Short Description:
berkman via NodeXL http://bit.ly/2KVoZW0
@maxieshep
@chrishongtu
@donkeyhack
@ricebaseball
@berkman_julia
@pattidivincenzo
@juliacarriew
@ark_berkman
@bkcharvard
@jaxdotcom

Top hashtags:
#irewatchdog
#wwuatire
#fletcherprof
#yvesklein
#ai
#breaking
#openaccess

Description:
Description
The graph represents a network of 1,125 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, 23 April 2019 at 03:10 UTC.

The requested start date was Tuesday, 23 April 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, 15-hour, 10-minute period from Tuesday, 09 April 2019 at 00:02 UTC to Monday, 22 April 2019 at 15:12 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 : 1125
Unique Edges : 1222
Edges With Duplicates : 476
Total Edges : 1698
Number of Edge Types : 3
Mentions : 999
Replies to : 176
Tweet : 523
Self-Loops : 523
Reciprocated Vertex Pair Ratio : 0.0325982742090125
Reciprocated Edge Ratio : 0.0631383472609099
Connected Components : 293
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 101
Maximum Edges in a Connected Component : 262
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.253978
Graph Density : 0.000851720047449585
Modularity : 0.659542
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] http://www.kcck.org/onair/playlist.php
[10] https://www.jacksonville.com/news/20190415/jacksonville-city-councilman-mayors-staffer-threatened-retaliation-for-berkman-criticism
[9] https://www.jacksonville.com/news/20190412/mississippi-developers-dodge-new-questions-about-past-struggles-abandon-berkman-2-plans
[6] https://www.jacksonville.com/news/20190408/investor-behind-proposed-berkman-ii-delinquent-in-taxes-in-new-orleans-project
[5] https://jazztrail.net/blog/david-berkman-six-one-album-review
[4] https://www.bizjournals.com/jacksonville/news/2019/04/12/no-ferris-wheel-for-downtown-berkman-ii-site.html
[4] https://www.bizjournals.com/jacksonville/news/2019/04/12/no-ferris-wheel-for-downtown-berkman-ii-site.html?ana=RSS&s=article_search&utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/dazn_usa/status/1116159888445575171
[3] https://drive.google.com/file/d/1RNKdPMsR7W0s9GzY-gnhNjdiePhV5PWg/view?usp=sharing
[3] http://www.youtube.com/watch?v=7fkqd4By_VE&feature=youtu.be


Top URLs in Tweet in G1:
[23] http://www.kcck.org/onair/playlist.php
[3] https://www.jaxdailyrecord.com/article/plan-to-redevelop-berkman-ii-property-with-an-amusement-park-withdrawn
[3] https://www.jacksonville.com/news/20190415/jacksonville-city-councilman-mayors-staffer-threatened-retaliation-for-berkman-criticism
[3] http://www.youtube.com/watch?v=7fkqd4By_VE&feature=youtu.be

[2] https://112pers.nl/melding/32188405/a2-dia-ja-12161-rit-16749-berkman-tankstation-ijweg-hoofddorp?source=twitter
[2] https://mashable.com/article/barry-renewed-season-3/
[2] https://www.bizjournals.com/jacksonville/news/2019/04/12/no-ferris-wheel-for-downtown-berkman-ii-site.html?ana=RSS&s=article_search&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bizjournals.com/jacksonville/news/2018/12/13/dia-expands-shipyards-development-rights.html
[2] https://www.bizjournals.com/jacksonville/news/2019/04/12/no-ferris-wheel-for-downtown-berkman-ii-site.html
[2] https://www.firstcoastnews.com/article/money/business/no-ferris-wheel-for-downtown-berkman-ii-site-developers-scale-back-bay-street-project/77-0c5bd6a6-7a6d-452a-833b-2c1e05bce98c

Top URLs in Tweet in G4:
[7] https://www.jacksonville.com/news/20190412/mississippi-developers-dodge-new-questions-about-past-struggles-abandon-berkman-2-plans
[7] https://www.jacksonville.com/news/20190415/jacksonville-city-councilman-mayors-staffer-threatened-retaliation-for-berkman-criticism
[6] https://www.jacksonville.com/news/20190408/investor-behind-proposed-berkman-ii-delinquent-in-taxes-in-new-orleans-project
[2] https://www.jacksonville.com/news/20190412/mississippi-developers-ask-city-to-scrap-berkman-2-development-plan
[1] https://www.jacksonville.com/news/20190417/nate-monroe-downtown-ferris-wheel-was-fantasy-after-all
[1] https://twitter.com/ChrisHongTU/status/1116746294528237568
[1] https://www.thejaxsonmag.com/article/lessons-learned-as-berkman-2-dream-goes-up-in-smoke/
[1] https://www.jacksonville.com/news/20190417/nate-monroe-downtown-ferris-wheel-was-fantasy-after-all?utm_source=twitter&utm_medium=Social&utm_campaign=ghf-jax-main
[1] https://www.jacksonville.com/news/20190408/investor-behind-proposed-berkman-ii-delinquent-in-taxes-in-new-orleans-project?utm_source=twitter&utm_medium=Social&utm_campaign=ghf-jax-main
[1] https://www.jacksonville.com/news/20190412/mississippi-developers-ask-city-to-scrap-berkman-2-development-plan?utm_source=twitter&utm_medium=Social&utm_campaign=ghf-jax-main

Top URLs in Tweet in G5:
[1] https://www.theguardian.com/technology/2019/apr/17/facebook-teams-with-rightwing-daily-caller-in-factchecking-program?CMP=Share_iOSApp_Other

Top URLs in Tweet in G6:
[2] https://www.earthmoversmagazine.co.uk/hidromek-display-more-turkish-delights-at-bauma-2019/
[1] https://www.youtube.com/watch?v=r0ifM5wajSA

[1] https://www.ntv.com.tr/ekonomi/3-havalimaninin-kirasi1-milyar-euro,mNzJYt9ov02AQGZd6cra1A
[1] http://www.hurriyet.com.tr/yazarlar/vahap-munyar/elektrikli-turk-mali-ekskavatorun-prototipi-bile-300-siparis-aldi-41187412
[1] https://m.yeniakit.com.tr/haber/yikim-ekibi-is-basinda-mansur-yavasin-talimatiyla-kaldirildi-710510.html

Top URLs in Tweet in G7:
[2] https://twitter.com/berkman_julia/status/1117128156370980864
[2] https://twitter.com/fox61news/status/1116900190806474753
[1] https://twitter.com/oditorlive/status/1117176031918481408?s=21
[1] https://inteltechniques.com/
[1] http://exifdata.com
[1] https://twitter.com/TheFrontOnline/status/1117950509296472065
[1] https://twitter.com/latimesfood/status/1119239231639973890
[1] https://twitter.com/oditor/status/1117105949972451328?s=21
[1] https://twitter.com/MsMaheenAhmed/status/1117084384614473729
[1] http://openrefine.org/

Top URLs in Tweet in G8:
[2] https://soundcloud.com/bkcplatform/radio-berkman-128-tweeting-a
[1] https://medium.com/berkman-klein-center/what-do-we-owe-to-the-internets-first-responders-efc1889cdbc3
[1] https://cyber.harvard.edu/story/2018-12/get-know-berkman-klein-fellow-lily-hu
[1] http://blogs.harvard.edu/mediaberkman/2009/08/13/radio-berkman-supreme-is-twitter-a-revolution-a-debate/
[1] https://dlrp.berkman.harvard.edu/tools/search?tid=9&tid_1=57&tid_3=All
[1] https://medium.com/berkman-klein-center/the-far-right-and-its-vicious-cycle-of-extremism-450a7fd5fdce
[1] https://www.youtube.com/watch?v=wxpCSl63IM8

[1] https://cyber.harvard.edu/events/2019-04-08/bkc-meet-author-series-urs-gasser-conversation-jason-farman

Top URLs in Tweet in G10:
[1] https://www.nyu.edu/about/news-publications/news/2016/september/fdny-captain-brenda-berkman-on-9-11.html

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[35] jacksonville.com
[23] kcck.org
[15] bizjournals.com
[12] medium.com
[9] youtube.com
[8] harvard.edu
[7] google.com
[7] instagram.com
[6] facebook.com

Top Domains in Tweet in G1:
[23] kcck.org
[12] twitter.com
[7] bizjournals.com
[6] facebook.com
[5] medium.com
[5] jacksonville.com
[4] instagram.com
[4] harvard.edu
[4] google.com
[4] youtube.com

Top Domains in Tweet in G4:
[29] jacksonville.com
[2] twitter.com
[1] thejaxsonmag.com

Top Domains in Tweet in G5:
[1] theguardian.com

Top Domains in Tweet in G6:
[3] com.tr
[2] co.uk
[1] youtube.com

Top Domains in Tweet in G7:
[9] twitter.com
[2] westernfrontonline.com
[1] inteltechniques.com
[1] exifdata.com
[1] openrefine.org
[1] jacksonville.com

Top Domains in Tweet in G8:
[4] harvard.edu
[2] medium.com
[2] soundcloud.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] nyu.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] irewatchdog
[72] wwuatire
[7] fletcherprof
[7] yvesklein
[6] ai
[6] breaking
[5] openaccess
[5] astros
[5] barry
[4] sen19rs



Top Hashtags in Tweet in G1:
[4] barry
[2] ccm1
[2] takeitback
[2] astros
[2] retail
[2] austin
[1] quotesfolder
[1] p2000
[1] alarmeringdroid
[1] margotberkman

Top Hashtags in Tweet in G4:
[6] breaking
[1] jacksonville

Top Hashtags in Tweet in G6:
[2] türkiye
[1] bukadarsoysuzabirsoyluyeter
[1] deneyap
[1] milliteknolojihamlesi
[1] hakkaricukurca
[1] hidromek
[1] irak
[1] syria
[1] ölümüneerdoğan
[1] istanbulhavalimani

Top Hashtags in Tweet in G7:
[75] irewatchdog
[72] wwuatire
[2] notredame
[1] wow
[1] timelinejs
[1] ireworkshop

Top Hashtags in Tweet in G8:
[5] ai
[5] openaccess
[1] goodmemories
[1] siennaroboticsai

Top Hashtags in Tweet in G9:
[1] berkman

Top Words
Top Words in Tweet in Entire Graph:
[493] Words in Sentiment List#1: Positive
[342] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[23974] Non-categorized Words
[24811] Total Words
[764] berkman
[195] last
[174] lance
[157] s
[108] anti

Top Words in Tweet in G1:
[163] berkman
[31] david
[29] barry
[25] sextet
[17] lance
[15] 2
[14] 3
[14] そろそろランチにしましょうか
[14] レオ
[14] abend

Top Words in Tweet in G2:
[100] lance
[100] berkman
[100] cranked
[100] 41
[100] homers
[100] ricebaseball
[100] 1997
[99] donkeyhack

Top Words in Tweet in G3:
[182] last
[92] seen
[92] please
[91] bagel
[91] missing
[91] 7pm
[91] night
[91] running
[91] towards
[91] 51st

Top Words in Tweet in G4:
[58] chrishongtu
[43] berkman
[34] brian
[34] hughes
[28] city
[25] ii
[23] downtown
[23] everything
[23] june
[23] 30

Top Words in Tweet in G5:
[106] anti
[53] berkman
[53] klein
[53] center
[53] analysis
[53] cited
[53] article
[53] described
[53] daily
[53] caller

Top Words in Tweet in G6:
[27] ve
[26] bir
[25] bu
[18] ne
[13] ilk
[10] olsun
[10] için
[9] hidromek
[9] değil
[8] 000

Top Words in Tweet in G7:
[75] #irewatchdog
[72] #wwuatire
[22] s
[15] data
[14] re
[13] t
[12] ask
[11] up
[11] out
[9] records

Top Words in Tweet in G8:
[12] bkcharvard
[11] berkman
[11] klein
[8] harvard's
[8] center
[7] conversation
[7] ugasser
[7] meet
[7] author
[7] event

Top Words in Tweet in G9:
[12] berkman
[10] astros
[9] attsportsnetsw
[7] s
[4] lance
[4] catch
[2] rangers
[2] yall
[2] over
[2] up

Top Words in Tweet in G10:
[4] post
[3] re
[2] realdonaldtrump
[2] rarely
[2] ask
[2] needs
[2] 507
[2] 000
[2] followers
[2] detect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[163] lance,berkman
[100] berkman,cranked
[100] cranked,41
[100] 41,homers
[100] homers,ricebaseball
[100] ricebaseball,1997
[99] donkeyhack,lance
[91] bagel,missing
[91] missing,7pm
[91] 7pm,last

Top Word Pairs in Tweet in G1:
[29] david,berkman
[25] berkman,sextet
[17] lance,berkman
[15] barry,berkman
[13] guten,morgen
[10] berkman,klein
[10] berkman,ii
[9] klein,center
[8] bill,hader
[8] alexander,berkman

Top Word Pairs in Tweet in G2:
[100] lance,berkman
[100] berkman,cranked
[100] cranked,41
[100] 41,homers
[100] homers,ricebaseball
[100] ricebaseball,1997
[99] donkeyhack,lance

Top Word Pairs in Tweet in G3:
[91] bagel,missing
[91] missing,7pm
[91] 7pm,last
[91] last,night
[91] night,last
[91] last,seen
[91] seen,running
[91] running,towards
[91] towards,51st
[91] 51st,berkman

Top Word Pairs in Tweet in G4:
[34] brian,hughes
[25] berkman,ii
[23] june,30
[22] hope,matt
[22] matt,gets
[22] gets,everything
[22] everything,needs
[22] needs,prior
[22] prior,june
[22] 30,brian

Top Word Pairs in Tweet in G5:
[53] berkman,klein
[53] klein,center
[53] center,analysis
[53] analysis,cited
[53] cited,article
[53] article,described
[53] described,daily
[53] daily,caller
[53] caller,s
[53] s,anti

Top Word Pairs in Tweet in G6:
[4] ilk,icraat
[4] sağ,olsun
[3] olarak,geri
[3] bu,kadar
[3] kayyum,yönetimi
[3] binlerce,tl'lik
[3] başımız,sağ
[3] terör,örgütü
[2] soğanları,stoklayarak
[2] stoklayarak,oyları

Top Word Pairs in Tweet in G7:
[70] #irewatchdog,#wwuatire
[6] don,t
[4] public,records
[4] ask,question
[4] #irewatchdog,seattle
[3] gender,identity
[2] pro,tip
[2] tip,journalists
[2] journalists,presenters
[2] presenters,girl

Top Word Pairs in Tweet in G8:
[11] berkman,klein
[8] harvard's,berkman
[8] klein,center
[7] conversation,ugasser
[7] meet,author
[6] here's,video
[6] video,conversation
[6] ugasser,during
[6] during,meet
[6] author,event

Top Word Pairs in Tweet in G9:
[6] attsportsnetsw,astros
[4] lance,berkman
[4] berkman,s
[2] s,catch
[2] tal,s
[2] s,hill
[2] robert,duvall

Top Word Pairs in Tweet in G10:
[2] rarely,ask
[2] ask,post
[2] post,post
[2] post,needs
[2] 507,000
[2] 000,followers
[2] followers,detect
[2] detect,recent
[2] recent,uptick
[2] uptick,outrage

Top Replied-To
Top Replied-To in Entire Graph:
@berkman_julia
@attsportsnetsw
@sportsmedialm
@dustinbennett76
@martinkilcoyne2
@astroscounty
@billyberkman
@ekrem_imamoglu
@ufukuras
@lbyronseattle

Top Replied-To in G4:
@thejaxsonmag
@lennycurry
@chrishongtu

Top Replied-To in G6:
@ufukuras
@ekrem_imamoglu
@ottomanarchive
@uretimyerli
@ersoydede
@iyibakoglum
@tselmanoglu
@hidromek

Top Replied-To in G7:
@berkman_julia
@lbyronseattle
@allie_pinnock
@pattidivincenzo
@dantekopflem
@mollyctodd
@oditorlive

Top Replied-To in G8:
@peteyreplies

Top Replied-To in G9:
@attsportsnetsw
@roundrocktim
@fanofsport4u
@j_gonzo55
@strosfan6160
@sheavanhoy
@realtoddkalas

Top Replied-To in G10:
@urocklive1
@realdonaldtrump
@thistallawkgirl
@realmuckmaker
@kylegriffin1
@unfollowtrump
@jandhms
@miafarrow

Top Mentioned
Top Mentioned in Entire Graph:
@ricebaseball
@donkeyhack
@maxieshep
@chrishongtu
@juliacarriew
@jaxdotcom
@bkcharvard
@jonheyman
@anarchopac
@astros

Top Mentioned in G2:
@ricebaseball
@donkeyhack

Top Mentioned in G3:
@maxieshep

Top Mentioned in G4:
@chrishongtu
@jaxdotcom
@gometeoric
@natemonroetu
@rbnsnest
@apantazi
@stevepattu
@zipgator
@lennycurry
@aggancarski

Top Mentioned in G5:
@juliacarriew

Top Mentioned in G6:
@ufukuras
@tselmanoglu
@gkhnkhrman
@mevlutcavusoglu
@06melihgokcek
@uzunabdurrahman
@burhankuzu
@eminpazarci
@hidromek
@t3vakfi

Top Mentioned in G7:
@lbyronseattle
@tonykovaleski
@thefrontonline
@pattidivincenzo
@berkman_julia
@denisemalan
@oditor
@baxter_eh
@sframek5
@mollyctodd

Top Mentioned in G8:
@bkcharvard
@ugasser
@farman
@uhlily
@siennaethics
@birdchick
@zephoria
@blanket
@peteyreplies
@rebekahredux

Top Mentioned in G9:
@astros
@attsportsnetsw
@evanrebhorn
@sheavanhoy
@juliamorales
@mikestanton29
@sofsamar

Top Mentioned in G10:
@kassandraseven
@mitchellmeeks11
@dearauntcrabby
@tribelaw
@realdonaldtrump

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@feedjunkie
@rowast
@mchastain81
@eraser
@hulu_support
@jazzbuzzn1
@isaacfromct
@snkw1974
@bethsinniresist

Top Tweeters in G1:
@feedjunkie
@eraser
@jazzbuzzn1
@isaacfromct
@snkw1974
@monitorp2000
@p2kkennemerland
@baruchproforum
@wjxt4
@digyoursoul

Top Tweeters in G2:
@solon594bce
@jacoboldknow
@slamdunc4
@jamesrichey41
@hunterberryhil2
@joebemackin
@john_jwhelan
@taylormade_2
@brodymorrow20
@dadoofrank

Top Tweeters in G3:
@yourbutt
@badlandsbri
@lipglossgavin
@storyofjuiia
@petezaqueen
@mrjonfaust
@angelofcities
@technolibrary
@mscynmet
@newyorkirh

Top Tweeters in G4:
@mcwilkins63
@themcwale
@caseyayers
@jaxdotcom
@pamelakarnbach
@marycsquared
@mtlawmiami
@bcbcouch
@brotherflourish
@aggancarski

Top Tweeters in G5:
@rowast
@wrongestwrong
@bhsnitzer
@canadiensfan
@sequoia2001
@matttbastard
@notmuchelse
@thelowedown
@wolfereports
@hollycb2112

Top Tweeters in G6:
@uretimyerli
@akitgazetem
@06melihgokcek
@fatihtezcan
@metesohtaoglu
@ersoydede
@gkhnkhrman
@iyibakoglum
@ufukuras
@eminpazarci

Top Tweeters in G7:
@washingtonpost
@jessicahuseman
@wwu
@catfishmtv
@sydbrownstone
@thedaily
@lbyronseattle
@rashidatlaib
@sframek5
@thefrontonline

Top Tweeters in G8:
@daroldcuba
@hackingracism
@digitalethics
@birdchick
@mistressprime
@peteyreplies
@bkcharvard
@dave_parisi
@blanket
@farman

Top Tweeters in G9:
@fanofsport4u
@astros
@roundrocktim
@sheavanhoy
@juliamorales
@astros_girl7787
@thearmoryband
@tslanted
@attsportsnetsw
@sportyivey

Top Tweeters in G10:
@mitchellmeeks11
@realmuckmaker
@kassandraseven
@dearauntcrabby
@miafarrow
@urocklive1
@kylegriffin1
@realdonaldtrump
@thistallawkgirl
@tribelaw


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