#ParklandStrong, Twitter, 3/18/2019 3:05:01 AM, 190726


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#ParklandStrong_2019-03-17_11-18-38.xlsx
#ParklandStrong_2019-03-17_11-18-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2019
Short Description:
#ParklandStrong via NodeXL http://bit.ly/2F9W36p
@ribbons4jaime
@shipenewbery
@fred_guttenberg
@kiwiheather
@momsdemand
@lesrosesyracuse
@lucyjean614
@peaceonwards
@_wbstewart
@realdonaldtrump

Top hashtags:
#parklandstrong
#msdstrong
#orangeribbonsforjaime
#17eagles

Description:
Description
The graph represents a network of 574 Twitter users whose tweets in the requested range contained "#ParklandStrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 March 2019 at 18:18 UTC.

The requested start date was Sunday, 17 March 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, 17-hour, 38-minute period from Sunday, 03 March 2019 at 00:22 UTC to Saturday, 16 March 2019 at 18:00 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 : 574
Unique Edges : 613
Edges With Duplicates : 145
Total Edges : 758
Number of Edge Types : 3
Mentions : 594
Replies to : 78
Tweet : 86
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.011686143572621
Reciprocated Edge Ratio : 0.0231023102310231
Connected Components : 81
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 327
Maximum Edges in a Connected Component : 473
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.054937
Graph Density : 0.00184249411678859
Modularity : 0.749218
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[56] https://www.wtnh.com/news/politics/lawmakers-set-to-introduce-gun-control-legislation-jaime-s-law-in-nation-s-capitol-on-wednesday/1845129373
[8] http://orangeribbonsforjaime.org/store/
[3] http://support45.com/
[2] https://www.redbubble.com/people/animateastory/works/36844699-american-beauty-full-body-canvas-from-the-movie?asc=t
[2] https://www.redbubble.com/people/animateastory/works/36997381-red-and-white-stripes-fashion-design-always-in-style?asc=t
[2] https://twitter.com/FCBarcelona_es/status/1105785617382891520
[2] https://twitter.com/fcbarcelona/status/1105778038669824000
[2] https://twitter.com/FCBarcelona/status/1105778038669824000
[2] https://www.adl.org/murder-and-extremism-2018
[1] https://twitter.com/sistersofperp1/status/1106969943336202246

Top URLs in Tweet in G1:
[55] https://www.wtnh.com/news/politics/lawmakers-set-to-introduce-gun-control-legislation-jaime-s-law-in-nation-s-capitol-on-wednesday/1845129373
[8] http://orangeribbonsforjaime.org/store/
[1] https://twitter.com/i/web/status/1105428264007409665

Top URLs in Tweet in G2:
[1] https://act.everytown.org/letter/tell-fl-lawmakers-oppose-arming-teachers?fbclid=IwAR2M5pXVCYS8NIvM9uBZ35jTsXW9KqijcjqM6hROqr-oLAkPmyWepGMYBgk
[1] https://twitter.com/i/web/status/1106884856577970177
[1] https://twitter.com/i/web/status/1105432428573872128
[1] https://twitter.com/i/web/status/1106646746728464384
[1] https://twitter.com/MomsDemand/status/1101894185240678401
[1] https://twitter.com/NRATV/status/1103399859539730432
[1] https://johnpavlovitz.com/2015/12/03/letter-to-an-american-gun-lover/

Top URLs in Tweet in G5:
[1] https://twitter.com/Mfolcorona/status/1101676405585207296
[1] https://www.instagram.com/p/BujzaJdHzo-/?utm_source=ig_twitter_share&igshid=md88ufw9wj7b
[1] https://www.c-span.org/video/?457975-3/parkland
[1] https://www.nbcnews.com/news/us-news/trump-signs-bill-revoking-obama-era-gun-checks-people-mental-n727221
[1] https://twitter.com/GovRonDeSantis/status/1102975930744614912
[1] https://twitter.com/MomsDemand/status/1103326125441409025
[1] https://twitter.com/wendymairaw/status/1103353493128138754
[1] https://twitter.com/kennethrpreston/status/1040015535675723776
[1] https://twitter.com/loisbeckett/status/1103365118480412672
[1] https://twitter.com/nowthisnews/status/1104042339314659328

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1105691144363495424
[1] https://twitter.com/i/web/status/1106247844480999424
[1] https://twitter.com/i/web/status/1105691698980507650
[1] https://twitter.com/i/web/status/1105710501374251008
[1] https://twitter.com/i/web/status/1106018534700638208
[1] https://twitter.com/i/web/status/1106287241872064514
[1] https://twitter.com/i/web/status/1106380393106673664
[1] https://twitter.com/i/web/status/1106691093662306304
[1] https://twitter.com/i/web/status/1106693937564020736
[1] https://twitter.com/i/web/status/1106742301802426369

Top URLs in Tweet in G7:
[1] https://www.wtnh.com/news/politics/lawmakers-set-to-introduce-gun-control-legislation-jaime-s-law-in-nation-s-capitol-on-wednesday/1845129373
[1] https://itunes.apple.com/us/podcast/gaslit-nation-with-andrea-chalupa-and-sarah-kendzior/id1400926647?mt=2&i=1000431799174
[1] https://twitter.com/i/web/status/1105259155516997633
[1] https://twitter.com/tbonier/status/1103413549232201729

Top URLs in Tweet in G8:
[1] https://twitter.com/perlmutations/status/1103976895589306374
[1] https://twitter.com/Lindsay_Stein/status/1103624074671067136

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1106407724353490944
[1] https://twitter.com/i/web/status/1106405473211871233
[1] https://twitter.com/i/web/status/1106332330829012994
[1] https://twitter.com/thehill/status/1106227259969548288
[1] https://twitter.com/i/web/status/1105548630377840640
[1] https://twitter.com/i/web/status/1105302795245236225

Top URLs in Tweet in G10:
[1] https://twitter.com/andendall/status/1106304006727569417

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] parklandstrong
[32] msdstrong
[31] orangeribbonsforjaime
[30] 17eagles
[24] mondayinspiration
[21] parkland
[18] neveragain
[16] marchforourlives
[16] trumpcountdown
[15] gunreformnow



Top Hashtags in Tweet in G1:
[132] parklandstrong
[31] orangeribbonsforjaime
[24] mondayinspiration
[12] feelgoodfriday
[9] foreverjaime
[8] msdstrong
[7] orange
[7] united
[7] wewillneverforget
[7] forever

Top Hashtags in Tweet in G2:
[23] parklandstrong
[3] florida
[2] keepgoing
[2] votelikeamother
[2] enoughisenough
[2] msdstrong
[2] parkland
[2] guncontrol
[1] makemattpay
[1] expectus

Top Hashtags in Tweet in G3:
[1] parklandstrong
[1] nraterrorists

Top Hashtags in Tweet in G4:
[29] 17eagles
[3] parklandstrong
[2] guncontrolnow
[1] eaglepride
[1] bawn

Top Hashtags in Tweet in G5:
[24] parklandstrong
[5] parkland
[3] guncontrol
[3] gunreformnow
[3] marchforourlives
[3] msdstrong
[2] endgunviolence
[2] valentinesday
[2] neveragain
[1] votethemout

Top Hashtags in Tweet in G6:
[14] theresistance
[13] fbr
[13] thebluewave
[12] gunreformnow
[11] strongertogether
[8] marchforourlives
[8] parklandstrong
[6] enoughisenough
[6] voteblue
[3] sb8

Top Hashtags in Tweet in G7:
[13] parklandstrong
[3] marchforourlives
[2] jaimeslaw
[1] march4ourlives
[1] nevernormalize
[1] collegecheatingscandal
[1] msd
[1] stopgunviolencenow
[1] nora
[1] neveragain

Top Hashtags in Tweet in G8:
[7] parklandstrong
[2] canneslionsaward
[2] guncontrol
[2] weremember
[1] changetheref
[1] msdstrong
[1] notonemore
[1] neveragain
[1] gunreform
[1] marchforourlives

Top Hashtags in Tweet in G9:
[9] parklandstrong
[6] youdarngoof
[6] neveragain
[2] parklandschoolshooting
[1] vegasstrong
[1] pgctvnews
[1] schoolshooting
[1] florida
[1] sandy
[1] sandyhook

Top Hashtags in Tweet in G10:
[1] parklandstrong
[1] 17eagles

Top Words
Top Words in Tweet in Entire Graph:
[507] Words in Sentiment List#1: Positive
[152] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[9038] Non-categorized Words
[9697] Total Words
[319] parklandstrong
[155] ribbons4jaime
[107] jaime
[76] today
[73] orange

Top Words in Tweet in G1:
[152] ribbons4jaime
[132] parklandstrong
[103] jaime
[72] orange
[65] ribbons
[55] today
[55] big
[55] day
[55] supporters
[46] thank

Top Words in Tweet in G2:
[23] parklandstrong
[12] nra
[8] shipenewbery
[7] otisdenijs
[7] nuzlyazhar
[7] twrjack
[7] dataandpolitics
[7] allahpundit
[7] davidparkermp
[7] someone

Top Words in Tweet in G3:
[3] expect
[2] cynajane
[2] cindisplace
[2] thenitemadness
[2] truthbluein
[2] handavkad
[2] charismamolotov
[2] tam_resist
[2] lovemyjessica22
[2] go

Top Words in Tweet in G4:
[29] spent
[29] morning
[29] temple
[29] time
[29] rest
[29] power
[29] 17eagles
[29] much
[29] love
[29] david

Top Words in Tweet in G5:
[24] parklandstrong
[6] parkland
[5] more
[5] gun
[4] those
[3] florida
[3] guncontrol
[3] gunreformnow
[3] marchforourlives
[3] msdstrong

Top Words in Tweet in G6:
[14] theresistance
[13] fbr
[13] thebluewave
[12] gunreformnow
[11] strongertogether
[8] marchforourlives
[8] parklandstrong
[6] enoughisenough
[6] voteblue
[6] speakerpelosi

Top Words in Tweet in G7:
[13] parklandstrong
[8] fred_guttenberg
[7] davidhogg111
[3] jaime
[3] support
[3] marchforourlives
[3] love
[2] ribbons4jaime
[2] emma4change
[2] mamaforchange

Top Words in Tweet in G8:
[7] parklandstrong
[5] changetheref
[3] potus
[3] gop
[2] won
[2] canneslionsaward
[2] posts
[2] letters
[2] project
[2] congrats

Top Words in Tweet in G9:
[14] ha
[13] realdonaldtrump
[9] parklandstrong
[6] darn
[6] goof
[6] youdarngoof
[6] neveragain
[4] whitehouse
[4] 2
[3] non

Top Words in Tweet in G10:
[2] thereval
[2] josiea65
[2] r

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] orange,ribbons
[66] ribbons,jaime
[56] today,big
[56] big,day
[56] day,orange
[56] jaime,supporters
[56] supporters,parklandstrong
[55] ribbons4jaime,today
[35] 3000,instagram
[35] instagram,followers

Top Word Pairs in Tweet in G1:
[65] orange,ribbons
[65] ribbons,jaime
[55] today,big
[55] big,day
[55] day,orange
[55] jaime,supporters
[55] supporters,parklandstrong
[54] ribbons4jaime,today
[34] 3000,instagram
[34] instagram,followers

Top Word Pairs in Tweet in G2:
[7] otisdenijs,nuzlyazhar
[7] nuzlyazhar,twrjack
[7] twrjack,dataandpolitics
[7] dataandpolitics,allahpundit
[7] allahpundit,davidparkermp
[7] davidparkermp,nra
[7] nra,someone
[7] someone,lives
[7] lives,place
[6] shipenewbery,otisdenijs

Top Word Pairs in Tweet in G3:
[2] cynajane,cindisplace
[2] cindisplace,thenitemadness
[2] thenitemadness,truthbluein
[2] truthbluein,handavkad
[2] handavkad,charismamolotov
[2] charismamolotov,tam_resist
[2] tam_resist,lovemyjessica22

Top Word Pairs in Tweet in G4:
[29] spent,morning
[29] morning,temple
[29] temple,time
[29] time,rest
[29] rest,power
[29] power,17eagles
[29] 17eagles,much
[29] much,love
[29] love,david
[29] david,best

Top Word Pairs in Tweet in G5:
[3] parkland,parklandstrong
[2] valentinesday,parklandstrong
[2] parklandstrong,gunreformnow
[2] gunreformnow,heart
[2] heart,weeps
[2] weeps,those
[2] those,died
[2] died,those
[2] those,lost
[2] lost,sons

Top Word Pairs in Tweet in G6:
[13] theresistance,fbr
[13] fbr,thebluewave
[11] thebluewave,strongertogether
[11] strongertogether,gunreformnow
[8] gunreformnow,marchforourlives
[6] marchforourlives,enoughisenough
[6] enoughisenough,parklandstrong
[6] parklandstrong,voteblue
[3] another,woman
[3] woman,forefront

Top Word Pairs in Tweet in G7:
[2] fred_guttenberg,mamaforchange
[2] mamaforchange,support
[2] support,jaimeslaw
[2] jaimeslaw,jaime
[2] jaime,parklandstrong
[2] parklandstrong,marchforourlives
[2] fred_guttenberg,bencomogail
[2] bencomogail,love
[2] love,god
[2] god,position

Top Word Pairs in Tweet in G8:
[2] changetheref,won
[2] won,canneslionsaward
[2] canneslionsaward,posts
[2] posts,letters
[2] letters,project
[2] project,congrats
[2] congrats,guac
[2] guac,well
[2] well,deserved
[2] weremember,gop

Top Word Pairs in Tweet in G9:
[10] ha,ha
[6] darn,goof
[4] youdarngoof,neveragain
[4] neveragain,parklandstrong
[3] realdonaldtrump,ha
[2] front,whitehouse
[2] moco4change,rally
[2] break,pockets
[2] pockets,trump
[2] trump,trouble

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@davidhogg111
@fred_guttenberg
@nratv
@amyklobuchar
@shannonrwatts
@tomthunkitsmind
@travisakers
@repmattgaetz
@aceofcrame

Top Replied-To in G2:
@nratv
@dabinsi
@johnpavlovitz
@shannonrwatts
@otisdenijs
@jimcarrey
@ida_skibenes
@nra
@sunsentinel
@montel_williams

Top Replied-To in G3:
@cynajane

Top Replied-To in G6:
@amyklobuchar
@repswalwell
@old_osc
@vanityfair
@funder
@nightlypolitics
@thinkoneworld
@speakerpelosi
@dearauntcrabby
@betoorourke

Top Replied-To in G7:
@davidhogg111
@fred_guttenberg
@rosspalombo

Top Replied-To in G8:
@trackerf16
@changetheref

Top Replied-To in G9:
@realdonaldtrump
@matthewamiller
@repandybiggsaz
@chatbycc

Top Replied-To in G10:
@doctorow

Top Mentioned
Top Mentioned in Entire Graph:
@ribbons4jaime
@kiwiheather
@nra
@realdonaldtrump
@shipenewbery
@themiamivoice
@nuzlyazhar
@twrjack
@dataandpolitics
@allahpundit

Top Mentioned in G1:
@ribbons4jaime

Top Mentioned in G2:
@nra
@shipenewbery
@nuzlyazhar
@twrjack
@dataandpolitics
@allahpundit
@davidparkermp
@otisdenijs
@momsdemand
@meghanmccain

Top Mentioned in G3:
@cindisplace
@thenitemadness
@truthbluein
@handavkad
@charismamolotov
@tam_resist
@lovemyjessica22
@bodhisattvakat
@cynajane
@reese_mal

Top Mentioned in G4:
@kiwiheather
@ribbons4jaime

Top Mentioned in G5:
@keanothedog

Top Mentioned in G6:
@speakerpelosi
@_wbstewart
@lucyjean614
@ekhalter
@pokemyeyesout
@rhodeyresists
@rtdna
@lindseygrahamsc
@scquid
@mommamia1217

Top Mentioned in G7:
@fred_guttenberg
@davidhogg111
@ribbons4jaime
@emma4change
@mamaforchange
@louisaguirre
@bencomogail
@espen414
@senwarren
@dwstweets

Top Mentioned in G8:
@potus
@gop
@changetheref
@flotus
@housegop
@senatemajldr
@johncornyn
@senatorcollins
@lindseygrahamsc
@koenig71

Top Mentioned in G9:
@realdonaldtrump
@whitehouse
@moco4change
@teapainusa
@21ufopilots
@real
@soozyqrlm
@repandybiggsaz
@cliff_sims

Top Mentioned in G10:
@kycruiser2002
@topwave_
@thereval
@josiea65
@trinityresists
@teampelosi
@votolatino
@chrismurphyct
@latinoinitusa

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@theoddgirl18
@kharyp
@princessbravato
@foxnews
@c_coolidge
@chatbycc
@lcoco37
@sexygirl798
@jgionova

Top Tweeters in G1:
@theoddgirl18
@reneevoicebrand
@walkerdl
@thenakedparty
@egeogh
@jjmccabe2
@waggles111
@stargazer1951
@cybervenus
@queenymom

Top Tweeters in G2:
@princessbravato
@foxnews
@shady2brandals
@allahpundit
@mollyjongfast
@sunsentinel
@dloesch
@shirleydebalsi
@shannonrwatts
@joncoopertweets

Top Tweeters in G3:
@co_rapunzel4
@tam_resist
@theon_orbis
@shelbykstewart
@mydoggyruss
@budgothmog44
@fenrir_71
@cruellaisdevine
@deadbunnyfrank
@lolitaresist

Top Tweeters in G4:
@kharyp
@sexygirl798
@glorialaw5
@peaceonwards
@traci_ayala
@rachelosiris
@sonneyjo
@americanmclass
@mitchw7959
@elastigirlvotes

Top Tweeters in G5:
@arturo_stein
@keanothedog
@ghalv
@25ththe45thnow
@princebrobb
@chicitypam
@itwaschris
@realpestilence
@feliciab772
@mommywarrior

Top Tweeters in G6:
@miamipapers
@funder
@russ30327
@vanityfair
@old_osc
@mommamia1217
@dearauntcrabby
@thinkoneworld
@rhodeyresists
@scquid

Top Tweeters in G7:
@abc
@cnn
@draculababe
@vickvinegar211
@bencomogail
@louisaguirre
@espen414
@mamaforchange
@school_today_
@dwstweets

Top Tweeters in G8:
@koenig71
@mrscottlads
@gop
@theresamechele
@johncornyn
@thedemocrats
@worldmeetjohn
@housegop
@ftpeveve
@reallucylawless

Top Tweeters in G9:
@chatbycc
@teapainusa
@realdonaldtrump
@kathy_posey
@21ufopilots
@jakenelson85
@matthewamiller
@soozyqrlm
@pgctv
@whitehouse

Top Tweeters in G10:
@doctorow
@trinityresists
@votolatino
@josiea65
@thereval
@chrismurphyct
@leninhas2003
@teampelosi
@latinoinitusa
@kycruiser2002


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