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Portland moms_2020-07-26_05-44-38.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
July 26, 2020
Short Description:
Portland moms via NodeXL https://bit.ly/39wE8WA
@bymikebaker
@amy_siskind
@andrewkimmel
@jonathanalter
@reallyamerican1
@buzzpatterson
@chipfranklin
@mikkoalanne
@meidastouch
@dearauntcrabby

Top hashtags:
#wallofvets
#portland
#blacklivesmatter
#wallofmoms

Description:
Description
The graph represents a network of 16,500 Twitter users whose recent tweets contained "Portland moms", 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 Sunday, 26 July 2020 at 12:50 UTC.

The tweets in the network were tweeted over the 10-hour, 16-minute period from Sunday, 26 July 2020 at 02:26 UTC to Sunday, 26 July 2020 at 12:43 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 : 16500
Unique Edges : 20484
Edges With Duplicates : 470
Total Edges : 20954
Number of Edge Types : 5
Retweet : 17489
MentionsInRetweet : 2058
Tweet : 467
Mentions : 397
Replies to : 543
Self-Loops : 482
Reciprocated Vertex Pair Ratio : 0.000394438418301943
Reciprocated Edge Ratio : 0.0007885657959586
Connected Components : 379
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 15423
Maximum Edges in a Connected Component : 19879
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.076992
Graph Density : 7.45316061395824E-05
Modularity : 0.80698
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 16,500 Twitter users whose recent tweets contained "Portland moms", 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 Sunday, 26 July 2020 at 12:50 UTC.

The tweets in the network were tweeted over the 10-hour, 16-minute period from Sunday, 26 July 2020 at 02:26 UTC to Sunday, 26 July 2020 at 12:43 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 : Portland moms
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:
[151] https://twitter.com/i/events/1285101782641737728
[65] https://twitter.com/mrolmos/status/1287257956132638720?s=21
[25] https://twitter.com/mrolmos/status/1287257956132638720
[11] https://www.maxnewstoday.com/post/portland-moms-an-example-to-emulate
[10] https://www.thegatewaypundit.com/2020/07/antifa-portland-plays-dress-first-moms-2-morning-last-night-pretended-us-veterans/?utm_source=Twitter&utm_campaign=websitesharingbuttons
[9] https://www.theguardian.com/us-news/2020/jul/21/trump-federal-agents-portland-protests-moms
[9] https://twitter.com/bymikebaker/status/1286884473934503936
[9] https://nypost.com/2020/07/25/new-wall-of-military-veterans-protect-protesters-in-portland/
[9] https://www.washingtonpost.com/nation/2020/07/22/portland-moms-protests/
[8] https://www.thegatewaypundit.com/2020/07/antifa-portland-plays-dress-first-moms-2-morning-last-night-pretended-us-veterans/

Top URLs in Tweet in G2:
[1] https://twitter.com/bymikebaker/status/1286884473934503936
[1] https://twitter.com/nowthisnews/status/1287214305008660480
[1] https://enewspaper.latimes.com/infinity/article_share.aspx?guid=8b339eef-4d6a-41da-9f5d-5bbca8ca0e39
[1] https://twitter.com/DHS_Wolf/status/1286807783577395200
[1] https://twitter.com/SomeBitchIKnow/status/1285955625562836998?s=19

Top URLs in Tweet in G3:
[4] https://threadreaderapp.com/thread/1287217423096008705.html
[1] https://www.washingtonpost.com/nation/2020/07/26/leaf-blower-wars-how-portland-protesters-are-fighting-back-against-tear-gas-forming-walls-veterans-lawyers-nurses/
[1] https://www.oregonlive.com/portland/2020/07/beaverton-attorney-arrested-by-feds-among-mom-protesters-now-barred-from-returning.html
[1] https://twitter.com/donovanfarley/status/1286879206903701504
[1] https://twitter.com/RaeMargaret61/status/1287252302504566785
[1] https://www.nytimes.com/2020/07/25/world/americas/protest-moms-power-police.html?referringSource=articleShare
[1] https://newsthud.com/watch-wall-of-dads-and-wall-of-vets-join-wall-of-moms-in-portland/

Top URLs in Tweet in G4:
[3] https://koin.com/
[1] https://www.usatoday.com/story/news/nation/2020/07/20/portland-protests-federal-agents-unmarked-cars-and-walls-moms/5470780002/
[1] https://www.dailykos.com/stories/2020/7/25/1963820/-Portland-is-Not-Burning-Portlanders-Are-Pissed
[1] https://twitter.com/mrolmos/status/1287257956132638720?s=21
[1] https://www.koin.com/news/protests/night-58-many-sites-of-portland-protests-for-black-lives-matter/
[1] http://www.oregonlive.com/
[1] https://www.oregonlive.com/portland/2020/07/beaverton-attorney-arrested-by-feds-among-mom-protesters-now-barred-from-returning.html

Top URLs in Tweet in G5:
[1] https://twitter.com/projectlincoln/status/1287103524833308673
[1] https://twitter.com/BombshellDAILY/status/1287248556806594562
[1] https://www.nytimes.com/2020/07/25/us/protests-seattle-portland.html
[1] https://www.huffpost.com/entry/wall-of-vets-portland-protests_n_5f1c7ba6c5b69fd4730d37f7?ncid=engmodushpmg00000004
[1] https://nypost.com/2020/07/25/new-wall-of-military-veterans-protect-protesters-in-portland/
[1] https://foreignpolicy.com/2020/07/23/portland-fascism-trump-election/

Top URLs in Tweet in G6:
[2] https://www.chicagotribune.com/news/breaking/ct-wall-of-moms-chicago-20200724-muw33nrvsjfvll5ouqs3b4pnau-story.html
[1] https://twitter.com/glasgowbhoy/status/1287253652101640192
[1] http://www.wbur.org/hereandnow/2020/07/23/wall-of-moms-protests-portland
[1] https://twitter.com/i/events/1285101782641737728

Top URLs in Tweet in G7:
[2] https://twitter.com/mrolmos/status/1287257956132638720?s=21
[1] https://www.washingtonpost.com/nation/2020/07/22/portland-moms-protests/
[1] https://www.google.com/amp/s/katu.com/amp/news/local/wall-of-vets-grandparents-support-black-lives-matter-movement-at-protest
[1] https://twitter.com/mrolmos/status/1287257956132638720

Top URLs in Tweet in G9:
[56] https://twitter.com/mrolmos/status/1287257956132638720?s=21
[22] https://twitter.com/mrolmos/status/1287257956132638720
[2] https://time.com/5871748/fireworks-tear-gas-protest-portland/
[2] https://twitter.com/shitnataliesays/status/1287280238540361728?s=19
[2] https://www.theguardian.com/us-news/2020/jul/21/trump-federal-agents-portland-protests-moms
[2] https://twitter.com/i/events/1285101782641737728
[2] https://www.theguardian.com/us-news/2020/jul/21/trump-federal-agents-portland-protests-moms?CMP=fb_gu&utm_medium=Social&utm_source=Facebook#Echobox=1595445386
[1] https://twitter.com/redtraccoon/status/1286980836479234048
[1] https://twitter.com/tyler_ensign/status/1286940248006512640
[1] https://twitter.com/portlandpolice/status/1287279371019902976

Top URLs in Tweet in G10:
[6] https://time.com/5871748/fireworks-tear-gas-protest-portland/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=u.s._&linkId=95051905
[2] https://slate.com/news-and-politics/2020/07/trump-cbp-units-border-portland-moms-attacked.html?via=rss_socialflow_twitter
[2] https://time.com/5871748/fireworks-tear-gas-protest-portland/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=u.s._&linkId=95029842
[2] https://twitter.com/demwrite/status/1287239236966522880
[2] https://twitter.com/i/events/1286894869231751170
[1] https://twitter.com/bymikebaker/status/1286884473934503936
[1] https://twitter.com/thehill/status/1287339656804216832
[1] https://twitter.com/DHS_Wolf/status/1287128840393850887
[1] https://twitter.com/VoxPopPDX/status/1287303732502204416
[1] https://www.nytimes.com/2020/07/25/us/a-wall-of-vets-joins-the-front-lines-of-portland-protests.html

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[25] nytimes.com
[22] thegatewaypundit.com
[19] time.com
[17] theguardian.com
[16] youtube.com
[16] washingtonpost.com
[13] nypost.com
[11] maxnewstoday.com
[9] yahoo.com

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

Top Domains in Tweet in G3:
[4] threadreaderapp.com
[2] twitter.com
[1] washingtonpost.com
[1] oregonlive.com
[1] nytimes.com
[1] newsthud.com

Top Domains in Tweet in G4:
[4] koin.com
[2] oregonlive.com
[1] usatoday.com
[1] dailykos.com
[1] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] nytimes.com
[1] huffpost.com
[1] nypost.com
[1] foreignpolicy.com

Top Domains in Tweet in G6:
[2] chicagotribune.com
[2] twitter.com
[1] wbur.org

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

Top Domains in Tweet in G9:
[96] twitter.com
[4] theguardian.com
[2] time.com
[1] nytimes.com
[1] thehill.com
[1] oregonlive.com
[1] washingtonpost.com
[1] harpersbazaar.com
[1] apple.news
[1] wbur.org

Top Domains in Tweet in G10:
[11] twitter.com
[9] time.com
[2] slate.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[249] wallofvets
[139] portland
[90] blacklivesmatter
[82] wallofmoms
[62] portlandprotests
[52] portlandmoms
[46] cdcjoinsthegop
[35] 2a
[27] wallagainsttrump
[26] portlandprotest



Top Hashtags in Tweet in G1:
[2] stormtrumpers
[1] portlandriots

Top Hashtags in Tweet in G2:
[1] blm
[1] antifaterrorists

Top Hashtags in Tweet in G4:
[3] blacklivesmatter
[1] latinamerica
[1] blacklivesmattters
[1] portland
[1] georgefloyd
[1] wallofvets

Top Hashtags in Tweet in G5:
[9] portlandmoms
[6] portland
[5] blacklivesmatter
[5] protest
[5] pdx
[4] trump
[4] oregon
[3] portlandprotest
[3] feds
[3] momsarehere

Top Hashtags in Tweet in G6:
[20] wallagainsttrump
[16] wallofvets
[2] cdcjoinsthegop
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[40] cdcjoinsthegop
[2] wallagainsttrump
[2] wallofvets
[1] amjoy

Top Hashtags in Tweet in G9:
[58] blacklivesmatter
[26] wallofmoms
[15] portland
[10] listofwoms
[10] portlandprotest
[10] portlandmoms
[9] oregon
[9] portlandprotests
[8] wallofvets
[8] woms

Top Hashtags in Tweet in G10:
[6] wallofvets
[2] portland
[2] protesters
[2] moms
[2] dads
[2] vets
[2] nurses
[2] praetorianguard
[2] reversethedystopia
[2] wallofmoms

Top Words
Top Words in Tweet in Entire Graph:
[21878] wall
[18588] moms
[17974] portland
[10051] vets
[9479] dads
[8126] tonight
[7126] front
[6085] look
[5469] teachers
[4898] behind

Top Words in Tweet in G1:
[12576] wall
[6282] front
[3198] moms
[3196] portland
[3153] veterans
[3150] military
[3145] vets
[3140] federal
[3138] courthouse
[3138] dads

Top Words in Tweet in G2:
[3014] moms
[2988] portland
[2698] tonight
[2554] teachers
[2551] workers
[2439] wall
[1993] vets
[1949] dads
[1821] joined
[1803] blm

Top Words in Tweet in G3:
[1633] portland
[1633] moms
[1585] teachers
[1578] peaceful
[1564] dads
[1553] vets
[1535] protesters
[1533] going
[1533] people
[1532] try

Top Words in Tweet in G4:
[2158] wall
[1183] moms
[1177] portland
[1084] protesters
[1050] behind
[1038] violence
[1037] brilliant
[1037] tactic
[1037] forever
[1037] change

Top Words in Tweet in G5:
[2730] protesting
[1814] tyrannical
[1814] government
[1068] moms
[1054] portland
[933] protest
[919] against
[919] wearing
[911] tyranny
[910] armed

Top Words in Tweet in G6:
[949] portland
[946] moms
[763] #wallagainsttrump
[721] vets
[718] build
[713] tonight
[702] dads
[679] teachers
[650] meidastouch
[648] nurses

Top Words in Tweet in G7:
[1749] look
[1150] america
[924] portland
[906] moms
[622] vets
[621] #wallagainsttrump
[620] build
[597] going
[582] right
[574] admittedly

Top Words in Tweet in G8:
[570] portland
[570] moms
[517] tonight
[514] peaceful
[512] seattle
[512] fire
[512] again
[512] okay
[512] protestors
[512] according

Top Words in Tweet in G9:
[606] moms
[580] portland
[301] wall
[208] dads
[193] realdonaldtrump
[129] vets
[128] veterans
[106] trump
[102] protestors
[88] standing

Top Words in Tweet in G10:
[867] enemy
[547] moms
[542] portland
[380] dads
[367] veterans
[341] dhs_wolf
[318] americans
[307] people
[294] #wallofvets
[293] home

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6600] wall,moms
[6130] wall,vets
[4577] huge,crowd
[4575] another,huge
[4342] vets,teachers
[4225] tonight,portland
[3929] moms,wall
[3919] wall,dads
[3771] federal,courthouse
[3557] behind,wall

Top Word Pairs in Tweet in G1:
[3164] wall,moms
[3150] military,veterans
[3138] federal,courthouse
[3130] another,huge
[3130] huge,crowd
[3130] tonight,portland
[3130] wall,vets
[3130] behind,wall
[3130] moms,wall
[3130] wall,dads

Top Word Pairs in Tweet in G2:
[1968] wall,vets
[1821] joined,wall
[1800] vets,teachers
[1798] hearing,friend
[1798] friend,portland
[1798] portland,10
[1798] 10,15k
[1798] 15k,marching
[1798] marching,tonight
[1798] tonight,walls

Top Word Pairs in Tweet in G3:
[1535] vets,teachers
[1533] moms,dads
[1532] going,try
[1532] try,simplify
[1532] simplify,witnessed
[1532] witnessed,last
[1532] last,night
[1532] night,portland
[1532] portland,first
[1532] first,foremost

Top Word Pairs in Tweet in G4:
[1070] wall,moms
[1044] moms,portland
[1037] portland,brilliant
[1037] brilliant,tactic
[1037] tactic,forever
[1037] forever,change
[1037] change,social
[1037] social,protest
[1037] protest,adopted
[1037] adopted,everywhere

Top Word Pairs in Tweet in G5:
[1814] protesting,tyrannical
[1814] tyrannical,government
[924] portland,moms
[909] build,#wallagainsttrump
[907] armed,militias
[907] militias,protesting
[907] protesting,against
[907] against,wearing
[907] wearing,mask
[907] mask,thought

Top Word Pairs in Tweet in G6:
[718] build,#wallagainsttrump
[662] moms,dads
[651] vets,teachers
[641] tonight,portland
[639] dads,vets
[627] heard,tonight
[627] portland,expecting
[627] expecting,over
[627] over,15k
[627] 15k,moms

Top Word Pairs in Tweet in G7:
[620] build,#wallagainsttrump
[578] look,portland
[575] portland,look
[574] admittedly,lot
[574] lot,going
[574] going,america
[574] america,great
[574] great,right
[574] right,look
[574] look,moms

Top Word Pairs in Tweet in G8:
[512] portland,seattle
[512] seattle,fire
[512] fire,again
[512] again,tonight
[512] tonight,okay
[512] okay,protestors
[512] protestors,peaceful
[512] peaceful,according
[512] according,mayors
[512] mayors,moms

Top Word Pairs in Tweet in G9:
[161] moms,dads
[142] portland,moms
[102] wall,moms
[61] wall,vets
[56] moms,amazing
[51] portland,americans
[48] well,realdonaldtrump
[48] realdonaldtrump,wanted
[48] wanted,wall
[48] wall,one

Top Word Pairs in Tweet in G10:
[335] moms,dads
[289] dear,thejusticedept
[289] thejusticedept,dhs_wolf
[289] dhs_wolf,veterans
[289] veterans,enemy
[289] enemy,moms
[289] dads,enemy
[289] enemy,americans
[289] americans,enemy
[289] enemy,people

Top Replied-To
Top Replied-To in Entire Graph:
@bymikebaker
@meidastouch
@dhs_wolf
@reallyamerican1
@wallofmoms
@realdonaldtrump
@yourtimescome
@maggienyt
@gop
@amy_siskind

Top Replied-To in G1:
@bymikebaker
@maddow
@r1pc1ty503

Top Replied-To in G2:
@amy_siskind

Top Replied-To in G3:
@donna_place
@andydy2020
@sandibachom
@nytimes

Top Replied-To in G4:
@realdonaldtrump
@jonathanalter

Top Replied-To in G5:
@reallyamerican1
@julesboykoff
@purplegimp

Top Replied-To in G6:
@meidastouch
@adamparkhomenko
@justdenise14
@skugood
@pdxzane

Top Replied-To in G7:
@chipfranklin
@ladycyra
@meidastouch

Top Replied-To in G8:
@jewel531

Top Replied-To in G9:
@bymikebaker
@wallofmoms
@gop
@realdonaldtrump
@sjstill
@joshuapotash
@leshailyes
@bettemidler
@ejeancarroll
@asharangappa_

Top Replied-To in G10:
@dhs_wolf
@imjdsharp
@senwhitehouse
@alivelshi
@aemarling
@mrolmos

Top Mentioned
Top Mentioned in Entire Graph:
@meidastouch
@dhs_wolf
@thejusticedept
@realdonaldtrump
@killendave
@vetswall
@gatewaypundit
@hereandnow
@bymikebaker
@wallofmoms

Top Mentioned in G1:
@bymikebaker
@lindseypsmith7
@maddow
@moniquegmwalke1

Top Mentioned in G2:
@bradeyurbaby

Top Mentioned in G3:
@andrewkimmel
@a_hardgrave
@paulgavigan4
@brithume
@nytimes
@ldsagency

Top Mentioned in G4:
@meidastouch
@thejusticedept
@dhs_wolf
@hc_richardson

Top Mentioned in G5:
@b_b_baconator
@huffpostpol
@meidastouch
@klg77348431

Top Mentioned in G6:
@meidastouch
@hereandnow
@bradbeauregardj
@resistersis20
@miacarlany
@jump5tart
@repkenbuck
@bonmondieu
@realdonaldtrump
@thejusticedept

Top Mentioned in G7:
@reallyamerican1
@thejusticedept
@dhs_wolf
@chipfranklin
@ladycyra

Top Mentioned in G8:
@baalwark
@jonathanalter

Top Mentioned in G9:
@realdonaldtrump
@vetswall
@wallofmoms
@wallofmoms_nyc
@wallofmomschi
@wallofmomsnc
@gop
@stlwom
@joshuapotash
@joyannreid

Top Mentioned in G10:
@dhs_wolf
@thejusticedept
@meidastouch
@time
@harperitebgone
@selectedwisdom
@joycewhitevance
@fbi

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@monicasloves
@mckbirdbks
@yojudenz
@bannerite
@dancas2
@bkindngood
@britpoptarts
@truthglow
@lehimesa

Top Tweeters in G1:
@newgascooker
@aha1r
@bellesapepper37
@esnesy
@docrocktex26
@_l17r_
@briangrnotabot
@blackrepublican
@knittingknots
@vg123e

Top Tweeters in G2:
@jurylady5
@liverpotlian
@fight4freedom72
@purplegarter1
@chriskirouac
@xstarfirekory
@caffreyej
@wismiss3
@criticalanglez
@barbie892

Top Tweeters in G3:
@monicasloves
@kenkircher1
@b1e56df9ce6549f
@theresamax
@79topper
@jhamby
@profsunnysingh
@primal_digest
@lewisno1fan
@c_coolidge

Top Tweeters in G4:
@lehimesa
@joannecangal
@morgfair
@geegeebythesea
@penndragonart
@safimaasai
@rebellegrrl
@wechoosewisdom
@skywaker9
@llstudent08

Top Tweeters in G5:
@mckbirdbks
@givemepie360
@justwhatnowwhy
@ecclesias
@jot_au
@mlczone
@upuouo
@mzdivah67
@arriadna
@ziplock

Top Tweeters in G6:
@dancas2
@davidbewart
@publicoutcrysy
@chholte
@jentromans
@allan_crawshaw
@madamend
@monicarivpin
@dvanhook822
@johnnydee62

Top Tweeters in G7:
@russelltim151
@astwisa
@wildwillow65
@windmillcharger
@teram323tere
@sar_oso
@sba1211
@gwydion620
@catlover1943
@stanspak

Top Tweeters in G8:
@inabsentia9
@connnutmeg
@z_chrissie
@ymcglaun
@williamlharbuck
@tanyag248
@donadeedooda
@championmtager
@margosunc
@kimak

Top Tweeters in G9:
@bannerite
@gaetasusan
@jgionova
@supermanhotmale
@teddyshouse2ii
@foxnews
@dwatchnews
@lltwing
@gyggy
@miamipapers

Top Tweeters in G10:
@bkindngood
@debilu2
@stockguy61
@davidlance3
@betterw05759703
@sherrikuczeryk
@24baseballreed
@familygrowing1
@slate
@richrake


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