#KeepUsClosed, Twitter, 6/26/2020 8:00:52 PM, 229941


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#KeepUsClosed_2020-06-26_12-55-33.xlsx
#KeepUsClosed_2020-06-26_12-55-33.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 26, 2020
Short Description:
#KeepUsClosed via NodeXL https://bit.ly/2VnK4v4
@aoc
@potus
@realdonaldtrump
@scottda26536037
@redhead4645
@shadesome
@wulfissariat
@feugenegu
@lamiette512
@thegreennewdill

Top hashtags:
#keepusclosed
#covid19
#democrats
#american
#aoc
#liberaltrash
#comrades
#maga

Description:
Description
The graph represents a network of 1,062 Twitter users whose recent tweets contained "#KeepUsClosed", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 6-minute period from Tuesday, 23 June 2020 at 13:06 UTC to Friday, 26 June 2020 at 18:12 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 : 1062
Unique Edges : 1942
Edges With Duplicates : 398
Total Edges : 2340
Number of Edge Types : 5
Retweet : 870
MentionsInRetweet : 924
Tweet : 78
Replies to : 231
Mentions : 237
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.000494559841740851
Reciprocated Edge Ratio : 0.000988630746416213
Connected Components : 75
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 903
Maximum Edges in a Connected Component : 2164
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.648004
Graph Density : 0.00179537834292703
Modularity : 0.664472
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,062 Twitter users whose recent tweets contained "#KeepUsClosed", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 26 June 2020 at 19:55 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 6-minute period from Tuesday, 23 June 2020 at 13:06 UTC to Friday, 26 June 2020 at 18:12 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #KeepUsClosed
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:
[11] https://www.snopes.com/fact-check/aoc-businesses-closed-tweet/
[5] https://projects.propublica.org/politwoops/user/AOC
[4] https://twitter.com/TheGreenNewDill/status/1275512838237364230
[3] https://twitter.com/Delsoldogg/status/1275453201848823811
[2] https://twitter.com/thegreennewdill/status/1275512838237364230
[2] https://twitter.com/AOC/status/1275528986114887681
[2] https://twitter.com/Cassie91871349/status/1275447730807042056
[2] https://twitter.com/mikehes52772147/status/1275502705637818368
[2] https://twitter.com/JannieAlexa/status/1275471270428250116
[1] https://twitter.com/briandunord/status/1275909369314623494

Top URLs in Tweet in G2:
[5] https://projects.propublica.org/politwoops/user/AOC
[5] https://www.snopes.com/fact-check/aoc-businesses-closed-tweet/
[2] https://twitter.com/thegreennewdill/status/1275512838237364230
[1] https://www.cnbc.com/2020/06/24/bidens-big-lead-in-the-polls-could-be-partly-behind-markets-drop-and-may-lead-to-more-weakness.html?__source=sharebar|twitter&par=sharebar
[1] https://www.wnd.com/2020/06/covid-19-death-rate-75-lower-states-not-lock/
[1] https://twitter.com/SteveL399/status/1275457654811512832
[1] https://twitter.com/Wulfissariat/status/1275479789969666053
[1] https://twitter.com/kj_ohio/status/1275465251274854403
[1] https://www.politifact.com/factchecks/2020/jun/23/viral-image/no-aoc-didnt-tweet-about-closing-businesses-until-/
[1] https://twitter.com/politifact/status/1275532832740388876

Top URLs in Tweet in G3:
[1] https://twitter.com/wsjopinion/status/1276219381081690112
[1] https://twitter.com/seanmdav/status/1276218969641357313
[1] https://twitter.com/trumpwarroom/status/1276217942351450119
[1] https://twitter.com/realdonaldtrump/status/1276205906338824192
[1] https://twitter.com/realdonaldtrump/status/1276205726428327936
[1] https://twitter.com/united__UK/status/1275457373671428097
[1] https://twitter.com/philmccrackin44/status/1275495523500331009
[1] https://twitter.com/scaterinicchio/status/1275491507173285888
[1] https://twitter.com/AOC/status/1275528986114887681
[1] https://twitter.com/Crusader_NL/status/1275508350982197254

Top URLs in Tweet in G4:
[2] https://twitter.com/TheGreenNewDill/status/1275512838237364230
[1] https://twitter.com/Cassie91871349/status/1275447730807042056
[1] https://twitter.com/ahawkfire/status/1275472966646726657
[1] https://twitter.com/swamp_nugget/status/1275487358012579840
[1] https://twitter.com/ChristineHough6/status/1275506430204936193
[1] https://twitter.com/legs_bow/status/1275512605864415232
[1] https://www.instagram.com/p/CByn5rmgefj/?igshid=1vjnwduzj7a8o
[1] https://twitter.com/rachel19180390/status/1275498226171424769
[1] https://twitter.com/kinkmedic/status/1275645051738226689
[1] https://twitter.com/TweetsByEliseY/status/1275765022216642561

Top URLs in Tweet in G5:
[3] https://twitter.com/Delsoldogg/status/1275453201848823811
[1] https://twitter.com/JannieAlexa/status/1275471270428250116

Top URLs in Tweet in G6:
[1] https://twitter.com/TrumpDiatribe/status/1275467115328425985

Top URLs in Tweet in G8:
[1] https://projects.propublica.org/politwoops/user/AOC?page=1&per_page=50

Top URLs in Tweet in G10:
[1] https://twitter.com/JannieAlexa/status/1275471270428250116

Top Domains
Top Domains in Tweet in Entire Graph:
[57] twitter.com
[11] snopes.com
[6] propublica.org
[1] wnd.com
[1] cnbc.com
[1] politifact.com
[1] instagram.com

Top Domains in Tweet in G2:
[10] twitter.com
[5] propublica.org
[5] snopes.com
[1] cnbc.com
[1] wnd.com
[1] politifact.com

Top Domains in Tweet in G3:
[11] twitter.com

Top Domains in Tweet in G4:
[17] twitter.com
[1] instagram.com

Top Domains in Tweet in G5:
[4] twitter.com

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

Top Domains in Tweet in G8:
[1] propublica.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[513] keepusclosed
[103] covid19
[102] democrats
[100] american
[31] aoc
[19] liberaltrash
[19] comrades
[10] maga
[8] fakenews
[6] greatawakening



Top Hashtags in Tweet in G1:
[3] keepusclosed
[2] aocprimaryday
[2] kag2020
[1] americafirst
[1] trump
[1] getherout

Top Hashtags in Tweet in G2:
[237] keepusclosed
[16] liberaltrash
[16] comrades
[9] aoc
[6] maga
[4] fakenews
[3] trump2020
[3] defundthepolice
[3] defundthepoliticians
[2] walkawayfromdemocratsforever

Top Hashtags in Tweet in G3:
[100] democrats
[100] american
[100] covid19
[83] keepusclosed
[4] scamdemic
[3] fakenews
[2] aoc
[2] trump
[2] billbarr
[2] gop

Top Hashtags in Tweet in G4:
[41] keepusclosed
[6] aoc
[2] covid19
[2] wearamask
[2] coronavirus
[2] trump2020
[1] cabal
[1] plandemics
[1] democrats
[1] antifaterrorists

Top Hashtags in Tweet in G5:
[23] keepusclosed
[2] liberaltrash
[2] comrades
[1] stoptrumprallys
[1] badjoke
[1] covid19
[1] democratsaredestroyingamerica
[1] democratmob
[1] democratstheenemywithin

Top Hashtags in Tweet in G6:
[5] keepusclosed

Top Hashtags in Tweet in G7:
[16] keepusclosed

Top Hashtags in Tweet in G8:
[1] keepusclosed

Top Hashtags in Tweet in G9:
[1] keepusclosed

Top Hashtags in Tweet in G10:
[9] keepusclosed
[5] aoc

Top Words
Top Words in Tweet in Entire Graph:
[1119] #keepusclosed
[593] down
[580] people
[458] election
[419] aoc
[396] #trump
[335] jobs
[321] thank
[316] care
[312] keep

Top Words in Tweet in G1:
[588] down
[297] #keepusclosed
[296] jobs
[296] potus
[294] wake
[294] people
[294] biatc
[294] till
[294] 2020
[294] election

Top Words in Tweet in G2:
[361] #keepusclosed
[303] aoc
[210] fake
[172] everyone
[112] tweet
[103] tweets
[97] #aoc
[95] make
[94] same
[94] exact

Top Words in Tweet in G3:
[216] #keepusclosed
[176] people
[149] realdonaldtrump
[126] win
[109] see
[103] hashtag
[102] election
[102] economy
[101] #trump
[100] #democrats

Top Words in Tweet in G4:
[40] #keepusclosed
[6] #aoc
[6] aoc
[4] pay
[3] small
[3] price
[3] tweet
[3] november
[3] elected
[2] schifo

Top Words in Tweet in G5:
[23] #keepusclosed
[20] latimes
[18] lasvegassun
[17] senschumer
[14] speakerpelosi
[14] realdonaldtrump
[14] cbsnews
[14] abcnews
[14] chicagotribune
[14] seattletimes

Top Words in Tweet in G6:
[70] screen
[70] shot
[40] #keepusclosed
[36] exact
[36] same
[35] anyone
[35] retweet
[35] metrics
[35] single
[35] confirm

Top Words in Tweet in G7:
[16] aoc
[16] #keepusclosed
[15] icymi
[15] spilled
[15] beans
[15] bout
[15] democrats
[15] keeping
[15] america
[15] closed

Top Words in Tweet in G8:
[6] same
[3] ohiomawmaw
[3] ipot1776
[3] vincentcrypt46
[3] neonjoe45
[3] beer_parade
[3] cjtruth
[3] inevitable_et
[3] karluskap
[3] m2madness

Top Words in Tweet in G9:
[12] izqueirda
[12] demócrata
[12] dice
[12] estados
[12] mantengan
[12] negocios
[12] cerrados
[12] día
[12] elecciones
[12] cualquier

Top Words in Tweet in G10:
[10] #keepusclosed
[5] #aoc
[5] aoc
[4] small
[4] realjameswoods
[4] businesses
[3] realdonaldtrump
[3] send
[3] trash
[3] heap

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[296] #keepusclosed,#
[295] wake,people
[295] people,biatc
[295] biatc,down
[295] down,till
[295] till,2020
[295] 2020,election
[295] election,cost
[295] cost,ny
[295] ny,thousands

Top Word Pairs in Tweet in G1:
[294] wake,people
[294] people,biatc
[294] biatc,down
[294] down,till
[294] till,2020
[294] 2020,election
[294] election,cost
[294] cost,ny
[294] ny,thousands
[294] thousands,jobs

Top Word Pairs in Tweet in G2:
[89] tweet,aoc
[88] #keepusclosed,#aoc
[87] make,fake
[87] fake,tweets
[86] attn,everyone
[86] everyone,tweet
[86] aoc,everyone
[86] everyone,retweeting
[86] retweeting,fake
[86] fake,need

Top Word Pairs in Tweet in G3:
[107] #keepusclosed,realdonaldtrump
[103] hashtag,#keepusclosed
[101] win,election
[100] #democrats,think
[100] think,#american
[100] #american,people
[100] people,more
[100] more,deaths
[100] deaths,#covid19
[100] #covid19,numbers

Top Word Pairs in Tweet in G4:
[3] small,price
[3] price,pay
[2] #keepusclosed,aoc
[2] #keepusclosed,wtf
[2] vital,governors
[2] governors,maintain
[2] maintain,restrictions
[2] restrictions,businesses
[2] businesses,until
[2] until,november

Top Word Pairs in Tweet in G5:
[14] realdonaldtrump,cbsnews
[14] cbsnews,abcnews
[14] chicagotribune,seattletimes
[14] seattletimes,lasvegassun
[14] lasvegassun,phoenix
[14] ap,reuters
[14] reuters,nashvillebanner
[14] nashvillebanner,miamiherald
[12] #keepusclosed,senatemajldr
[12] senatemajldr,speakerpelosi

Top Word Pairs in Tweet in G6:
[70] screen,shot
[35] anyone,screen
[35] shot,exact
[35] exact,same
[35] same,retweet
[35] retweet,metrics
[35] metrics,single
[35] single,screen
[35] shot,confirm
[35] confirm,#keepusclosed

Top Word Pairs in Tweet in G7:
[15] icymi,aoc
[15] aoc,spilled
[15] spilled,beans
[15] beans,bout
[15] bout,democrats
[15] democrats,keeping
[15] keeping,america
[15] america,closed
[15] closed,#keepusclosed

Top Word Pairs in Tweet in G8:
[3] ohiomawmaw,ipot1776
[3] ipot1776,vincentcrypt46
[3] vincentcrypt46,neonjoe45
[3] neonjoe45,beer_parade
[3] beer_parade,cjtruth
[3] cjtruth,inevitable_et
[3] inevitable_et,karluskap
[3] karluskap,m2madness
[3] m2madness,qanon76
[3] qanon76,thecollectiveq

Top Word Pairs in Tweet in G9:
[12] izqueirda,demócrata
[12] demócrata,dice
[12] dice,estados
[12] estados,mantengan
[12] mantengan,negocios
[12] negocios,cerrados
[12] cerrados,día
[12] día,elecciones
[12] elecciones,cualquier
[12] cualquier,atisbo

Top Word Pairs in Tweet in G10:
[3] send,#aoc
[3] #aoc,trash
[3] trash,heap
[3] heap,wanted
[3] wanted,#keepusclosed
[2] mmm,#keepusclosed
[2] #keepusclosed,huh
[2] huh,small
[2] small,price
[2] price,pay

Top Replied-To
Top Replied-To in Entire Graph:
@aoc
@marklevinshow
@rubble30
@kamalaharris
@jackposobiec
@realdonaldtrump
@iammix24
@seanhannity
@twitter
@ohiomawmaw

Top Replied-To in G1:
@likefinewine63

Top Replied-To in G2:
@aoc
@marklevinshow
@twitter
@victorl26977637
@charminultra17
@andsnz
@farmerpigs
@gandhisghost
@gailrgordon
@govwhitmer

Top Replied-To in G3:
@kamalaharris
@jackposobiec
@realdonaldtrump
@aoc
@seanhannity
@repleezeldin
@gatewaypundit
@frankshyong
@borisep

Top Replied-To in G4:

Top Replied-To in G5:
@senschumer

Top Replied-To in G6:
@repaoc
@aoc

Top Replied-To in G7:
@aoc

Top Replied-To in G8:
@ohiomawmaw

Top Replied-To in G10:
@aoc

Top Mentioned
Top Mentioned in Entire Graph:
@potus
@aoc
@realdonaldtrump
@repaoc
@speakerpelosi
@cbsnews
@abcnews
@chicagotribune
@seattletimes
@lasvegassun

Top Mentioned in G1:
@potus
@aoc

Top Mentioned in G2:
@aoc
@amazon
@repaoc
@tuckercarlson
@twitter
@cristyt73
@thejusticedept
@cnbc
@joebiden
@gandhisghost

Top Mentioned in G3:
@realdonaldtrump
@aoc
@repaoc
@joebiden
@senmikelee
@kamalaharris
@sebgorka
@seanmdav
@nikkihaley
@jasonmillerindc

Top Mentioned in G5:
@speakerpelosi
@realdonaldtrump
@cbsnews
@abcnews
@chicagotribune
@seattletimes
@lasvegassun
@ap
@reuters

Top Mentioned in G6:
@aoc
@repaoc

Top Mentioned in G8:
@ipot1776
@vincentcrypt46
@neonjoe45
@beer_parade
@cjtruth
@inevitable_et
@karluskap
@m2madness
@qanon76
@thecollectiveq

Top Mentioned in G10:
@realjameswoods
@aoc
@realdonaldtrump
@realcandaceo
@scsbcc
@aclu
@splcenter

Top Tweeters
Top Tweeters in Entire Graph:
@debrammason1
@jver1
@inabsentia9
@bbusa617
@connnutmeg
@superyayadize
@reuters
@janettxblessed
@cheri_kentucky
@hlaurora63

Top Tweeters in G1:
@debrammason1
@jver1
@inabsentia9
@bbusa617
@connnutmeg
@janettxblessed
@hlaurora63
@boyd_2650
@jcoralpark
@birrdytalk

Top Tweeters in G2:
@superyayadize
@cnbc
@donaldbroom
@tullyframe
@marieastman
@parisw2010
@karamar111
@ladyroymustang
@ldicassiolorri
@35leosa

Top Tweeters in G3:
@cheri_kentucky
@nltcny
@mary_burgess
@christas_cheryl
@rdp24k
@pmatons
@philmccrackin44
@telephonedave
@samwisemd
@paulasul1414

Top Tweeters in G4:
@cassandra17lina
@0bama_gate
@bob59177308
@giabean1
@maykelly
@tecnoappunti
@downloadinggod
@dfg
@b4n_n3d
@christiinnnaa

Top Tweeters in G5:
@reuters
@foxnews
@tmb3000
@nolanews
@abc
@cnn
@abcnews
@latimes
@ajc
@ap

Top Tweeters in G6:
@jdirt2004
@dalvis0921
@bethanyb_adamg
@chaoticbulldog
@krod8273
@lilstars16
@mohinde26136281
@freechewy
@imaslyone
@stunthangar

Top Tweeters in G7:
@kelcrw4
@nodateddi
@1965vmjw
@jamesguatlo
@tim121974
@kdlmama
@mikeh024
@linkylaw
@amc53149bekind
@heracaneanne

Top Tweeters in G8:
@cjtruth
@theer1990
@colgrove11
@inevitable_et
@ipot1776
@m2madness
@beer_parade
@karluskap
@neonjoe45
@stoneyman22

Top Tweeters in G9:
@gladys_p8
@kamikaze_1979
@colinrivas
@villelite
@diegocecchini
@spainmacom2
@anasaba55113
@isa4ever79
@gataralphde
@elquelesescribe

Top Tweeters in G10:
@aclu
@splcenter
@realjameswoods
@littycommittee
@bayboater4trump
@scsbcc
@realcandaceo
@xrz1138
@misstee18095821
@whereginny