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cpac_2020-06-02_19-31-20.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2020
Short Description:
cpac via NodeXL https://bit.ly/300mJmg
@duty2warn
@justintrudeau
@cpac
@milleroval
@ddale8
@cpac_tv
@shantaayub
@carteiroreaca
@mschlapp
@prochristopher

Top hashtags:
#china
#trump
#cpaclive
#americafirst
#cpac
#hongkong
#cdnpoli
#covid19
#canada
#freethemall

Description:
Description
The graph represents a network of 5,211 Twitter users whose tweets in the requested range contained "cpac", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 03 June 2020 at 02:32 UTC.

The requested start date was Wednesday, 03 June 2020 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 4-day, 22-hour, 4-minute period from Thursday, 28 May 2020 at 19:42 UTC to Tuesday, 02 June 2020 at 17:46 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 : 5211
Unique Edges : 3578
Edges With Duplicates : 9286
Total Edges : 12864
Number of Edge Types : 5
Replies to : 876
Mentions : 2285
Retweet : 3773
MentionsInRetweet : 5562
Tweet : 368
Self-Loops : 407
Reciprocated Vertex Pair Ratio : 0.0063013698630137
Reciprocated Edge Ratio : 0.0125238224884291
Connected Components : 361
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 3921
Maximum Edges in a Connected Component : 10989
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.158944
Graph Density : 0.000270577778956445
Modularity : 0.513306
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,211 Twitter users whose tweets in the requested range contained "cpac", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 03 June 2020 at 02:32 UTC.

The requested start date was Wednesday, 03 June 2020 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 4-day, 22-hour, 4-minute period from Thursday, 28 May 2020 at 19:42 UTC to Tuesday, 02 June 2020 at 17:46 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 : GraphServerTwitterSearch
Graph Term : cpac
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:
[34] https://www.cpac.ca/en/direct/cpac1/
[17] https://www.cpac.ca/fr/direct/cpac1/
[17] https://twitter.com/mschlapp/status/1266392061000982528
[14] https://twitter.com/mschlapp/status/1266723146603864065
[11] https://live.conservative.org/
[9] https://www.washingtonpost.com/health/2020/03/07/coronavirus-continues-its-rapid-spread-confounding-efforts-by-global-leaders/
[9] https://twitter.com/NationalistTV/status/1266430216836186112
[7] http://line.me/ti/p/~555prae
[5] https://www.cpac.ca/en//programs/covid-19-canada-responds/episodes/66209070
[5] https://www.cpac.ca/en/programs/covid-19-canada-responds/episodes/66206814/

Top URLs in Tweet in G1:
[1] https://www.newsweek.com/zuckerberg-says-twitter-wrong-fact-check-trump-1506958

Top URLs in Tweet in G2:
[17] https://twitter.com/mschlapp/status/1266392061000982528
[11] https://live.conservative.org/
[3] https://live.conservative.org
[3] https://www.foxnews.com/politics/cpac-aims-to-turn-tables-on-democrats-after-impeachment-saga
[2] https://www.pscp.tv/w/cY2WIjU0MTMzMjJ8MU1ueG5Ra01vZHdKTy0UpEJ29OemSnS_6XqaTYmpvg2wLur6X1H6CUO7BP7S
[2] https://www.realclearpolitics.com/video/2018/08/28/don_lemon_defends_antifa_no_organization_is_perfect.html
[2] https://twitter.com/CPAC/status/1266451860392521728
[2] https://twitter.com/CPAC/status/1267538951645958144
[2] https://thefederalist.com/2020/05/29/heres-25-questions-joe-biden-needs-to-answer-about-china/
[1] https://www.adl.org/blog/white-supremacists-and-other-extremists-welcomed-at-cpac-2019

Top URLs in Tweet in G3:
[33] https://www.cpac.ca/en/direct/cpac1/
[17] https://www.cpac.ca/fr/direct/cpac1/
[3] https://www.cpac.ca/en/programs/covid-19-canada-responds/episodes/66206814/
[3] https://www.cpac.ca/en/cpac-today-in-politics/
[2] https://www.cpac.ca/en/direct/cpac2/461479/ontario-health-officials-provide-covid-19-update-37/
[2] https://www.cpac.ca/en/programs/covid-19-canada-responds/episodes/66206728/
[2] https://www.cpac.ca/en/direct/cpac3/462033/opposition-mps-discuss-federal-funding-for-programs-for-victims-of-human-trafficking/
[2] https://www.cpac.ca/en/direct/cpac3/462080/manitoba-premier-brian-pallister-on-covid-19-response-6/
[2] https://www.cpac.ca/en/direct/cpac4/462076/premier-doug-ford-and-ontario-ministers-provide-covid-19-update-48/
[2] https://www.cpac.ca/en/programs/covid-19-canada-responds/episodes/66207098/

Top URLs in Tweet in G4:
[1] https://www.cnn.com/2020/05/29/politics/fact-check-trump-coronavirus-pandemic-dishonesty/index.html

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=CUBT0NiM7zA&feature=youtu.be

[2] https://twitter.com/teapainusa/status/1266191743155929088
[2] https://www.pscp.tv/w/caQqtTFxTFFHVnJ5UkFKRUp8MWpNSmdRa2ttalBLTHgqZF6ujIuwCAawcRSbIp3HHkMM58KP_-1QrgpR2LFy
[2] https://www.youtube.com/watch?v=22WUQkeVi0Y

[2] https://www.newswars.com/video-trump-predicted-in-2015-that-epstein-connection-would-cause-trouble-for-clintons/
[2] https://www.politico.com/news/2019/10/31/graham-judiciary-chairmanship-grassley-062993
[2] https://twitter.com/NationalistTV/status/1266430216836186112
[2] https://twitter.com/cjtruth/status/1233880769174671361?s=21
[1] https://twitter.com/JFKucinich/status/1267587955545329665
[1] https://www.usnews.com/news/politics/articles/2020-05-29/gop-lawyer-fights-california-governor-on-stay-at-home-orders

Top URLs in Tweet in G7:
[9] https://www.washingtonpost.com/health/2020/03/07/coronavirus-continues-its-rapid-spread-confounding-efforts-by-global-leaders/
[7] http://line.me/ti/p/~555prae
[5] https://www.nhc.noaa.gov/gtwo.php?basin=cpac&utm_source=dlvr.it&utm_medium=twitter
[4] https://www.youtube.com/watch?v=OpASdWlETwo&feature=youtu.be

[3] https://arxiv.org/abs/2005.13746
[3] https://www.cpac.ca/en//programs/covid-19-canada-responds/episodes/66209070
[3] https://twitter.com/jaketapper/status/1236419625774186497
[3] https://www.cnn.com/2020/03/07/politics/cpac-coronavirus-tested-positive/index.html
[2] https://www.judicialwatch.org/press-releases/judicial-watch-announces-a-cpac-press-conference-the-2012-election-integrity-project/
[2] http://juliosevero.blogspot.com/2019/10/com-financiamento-de-impostos-cpac.html

Top URLs in Tweet in G8:
[1] https://twitter.com/bennyjohnson/status/1267154666644811776

Top URLs in Tweet in G9:
[1] https://www.rightwingwatch.org/post/at-cpac-ivanka-trump-and-larry-kudlow-paint-democrats-as-economic-threat/

Top URLs in Tweet in G10:
[2] https://www.caarpr.org/stop-police-crimes
[1] https://twitter.com/andrefor40th/status/1267447174985584644
[1] https://www.chicagoreader.com/Bleader/archives/2018/06/06/in-debate-over-civilian-oversight-of-chicago-police-grassroots-proposals-win-the-day

Top Domains
Top Domains in Tweet in Entire Graph:
[251] twitter.com
[159] cpac.ca
[30] youtube.com
[15] conservative.org
[10] noaa.gov
[9] washingtonpost.com
[8] instagram.com
[7] cnn.com
[7] pscp.tv
[7] line.me

Top Domains in Tweet in G1:
[1] newsweek.com

Top Domains in Tweet in G2:
[64] twitter.com
[14] conservative.org
[4] youtube.com
[4] pscp.tv
[4] foxnews.com
[2] realclearpolitics.com
[2] thefederalist.com
[1] adl.org
[1] gofundme.com
[1] conservativebusinessjournal.com

Top Domains in Tweet in G3:
[143] cpac.ca
[25] twitter.com
[4] cbc.ca
[1] pscp.tv
[1] vimeo.com
[1] fiverr.com
[1] ourcommons.ca
[1] north99.org

Top Domains in Tweet in G4:
[1] cnn.com

Top Domains in Tweet in G6:
[41] twitter.com
[6] youtube.com
[4] nytimes.com
[3] politico.com
[2] pscp.tv
[2] vox.com
[2] newswars.com
[1] usnews.com
[1] yahoo.com
[1] theguardian.com

Top Domains in Tweet in G7:
[46] twitter.com
[10] noaa.gov
[10] cpac.ca
[9] washingtonpost.com
[7] line.me
[7] instagram.com
[6] blogspot.com
[6] covid-19worldstats.com
[6] youtube.com
[4] arxiv.org

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

Top Domains in Tweet in G9:
[1] rightwingwatch.org

Top Domains in Tweet in G10:
[2] caarpr.org
[1] twitter.com
[1] chicagoreader.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[313] china
[189] trump
[156] cpaclive
[143] americafirst
[80] cpac
[77] hongkong
[54] cdnpoli
[47] covid19
[38] canada
[32] freethemall



Top Hashtags in Tweet in G1:
[1] deletefacebook

Top Hashtags in Tweet in G2:
[273] china
[176] trump
[154] cpaclive
[142] americafirst
[72] hongkong
[31] comey
[30] unmasking
[10] cpac2020
[10] patrickcasey
[5] reopen

Top Hashtags in Tweet in G3:
[51] cdnpoli
[46] covid19
[11] trudeaublackface
[10] polcan
[4] assnat
[3] cpacpoli
[3] cowardofthecottage
[3] polqc
[3] trudeaudictatorship
[3] trudeaucorruption

Top Hashtags in Tweet in G6:
[8] trump
[7] republicans
[6] prolife
[6] cpac
[5] veterans
[5] gop
[4] antifa
[4] election2020
[4] riotersarenotprotesters
[3] china

Top Hashtags in Tweet in G7:
[20] cpac
[14] coronavirus
[9] votebluenomatterwho
[6] cpactough
[6] cpacproud
[6] cpacfamily
[5] blackhistorymonth
[5] fbr
[5] cpacstrong
[4] tennis

Top Hashtags in Tweet in G9:
[5] kochnetwork
[5] councilonnationalpolicy
[5] cpac
[5] dominionists
[5] fascism

Top Hashtags in Tweet in G10:
[32] freethemall
[32] geraldreed
[5] cpac
[1] cpacnow
[1] blacklivesmatterchicago
[1] justiceforgeorgefloyd
[1] breannataylor
[1] rekiaboyd
[1] goodkidsmadcity

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1844] trump
[923] duty2warn
[922] zuckerberg
[922] balls
[922] criticize
[922] twitter
[922] fact
[922] checking
[922] meanwhile
[922] fb

Top Words in Tweet in G2:
[702] mschlapp
[673] cpac
[372] gordongchang
[349] ties
[347] cutting
[285] vanjones68
[281] michellemalkin
[269] #china
[195] people
[183] president

Top Words in Tweet in G3:
[368] justintrudeau
[278] re
[262] update
[247] covid
[239] 19
[216] giving
[211] cpac_tv
[125] keep
[121] help
[121] provinces

Top Words in Tweet in G4:
[837] rally
[440] trump
[429] twitter
[419] fox
[418] forums
[418] frequently
[418] dishonest
[418] between
[418] jan
[418] 27

Top Words in Tweet in G5:
[390] cpac
[388] carteiroreaca
[387] cnn
[387] comunist
[387] news
[387] network
[387] uma
[387] sátira
[387] 2020
[387] eua

Top Words in Tweet in G6:
[150] cpac
[102] realdonaldtrump
[57] gop
[50] speech
[49] 2012
[48] andrewbreitbart
[48] cpac_tv
[47] c5hardtop1999
[46] andrew
[45] dinner

Top Words in Tweet in G7:
[124] cpac
[20] #cpac
[20] schlapp
[19] trump
[19] 2020
[17] conference
[17] tested
[17] positive
[14] shook
[14] attendee

Top Words in Tweet in G8:
[110] went
[110] benny
[110] johnson
[110] tp
[110] usa
[110] cpac
[110] party
[110] decorated
[110] venue
[110] life

Top Words in Tweet in G9:
[84] cpac
[66] jysexton
[64] speech
[63] reagan's
[63] first
[46] shining
[46] city
[45] coined
[45] metaphor
[45] upon

Top Words in Tweet in G10:
[64] turn
[41] caarprnow
[40] support
[39] cpac
[33] today
[32] action
[32] #freethemall
[32] justice
[32] #geraldreed
[31] gkmc18

Top Word Pairs
Top Word Pairs in Tweet in G2:
[922] cutting,ties
[922] president,#trump
[922] #trump,reversing
[922] reversing,five
[922] five,decades
[922] decades,engagement
[922] engagement,policy
[922] policy,cutting
[922] ties,#china
[922] #china,cutting

Top Word Pairs in Tweet in G3:
[347] covid,19
[173] giving,update
[173] justintrudeau,giving
[173] keep,safe
[173] update,steps
[173] steps,re
[173] re,taking
[173] taking,keep
[173] safe,covid
[173] 19,announcing

Top Word Pairs in Tweet in G4:
[239] rally,fox
[215] forums,trump
[206] trump,frequently
[120] frequently,dishonest
[117] dishonest,between
[117] between,jan
[117] jan,27
[117] 27,top
[115] top,10
[115] 10,twitter

Top Word Pairs in Tweet in G5:
[419] cnn,comunist
[418] comunist,news
[418] news,network
[418] network,uma
[418] uma,sátira
[418] sátira,cpac
[418] cpac,2020
[418] 2020,eua
[418] eua,achei
[418] achei,apenas

Top Word Pairs in Tweet in G6:
[387] 2012,cpac
[387] cpac,speech
[387] andrewbreitbart,2012
[387] speech,dinner
[387] dinner,bill
[387] bill,ayers
[387] c5hardtop1999,andrewbreitbart
[387] anti,war
[387] ayers,bernedine
[387] bernedine,dohrn

Top Word Pairs in Tweet in G7:
[46] tested,positive
[45] attendee,tested
[44] positive,#coronavirus
[44] covid,19
[44] hand,stage
[44] cphc,central
[41] central,north
[41] north,pacific
[39] pacific,outlook
[39] matt,schlapp

Top Word Pairs in Tweet in G8:
[17] went,benny
[14] benny,johnson
[14] johnson,tp
[12] tp,usa
[11] usa,cpac
[10] cpac,party
[10] party,decorated
[10] decorated,venue
[10] venue,life
[10] life,size

Top Word Pairs in Tweet in G9:
[110] reagan's,first
[110] shining,city
[110] first,speech
[110] speech,cpac
[110] cpac,coined
[110] coined,metaphor
[110] metaphor,shining
[110] city,upon
[110] upon,hill
[110] hill,define

Top Word Pairs in Tweet in G10:
[63] turn,turn
[46] turn,support
[45] support,caarprnow
[45] caarprnow,action
[45] action,today
[45] today,#freethemall
[45] #freethemall,justice
[45] justice,#geraldreed
[45] gkmc18,turn
[45] #geraldreed,#jus

Top Replied-To
Top Replied-To in Entire Graph:
@cpac_tv
@michellemalkin
@cpac
@gordongchang
@mschlapp
@gop
@realdonaldtrump
@scottpresler
@tomfitton
@whitehouse

Top Replied-To in G1:
@ndgoirishgal

Top Replied-To in G2:
@michellemalkin
@cpac
@gordongchang
@mschlapp
@scottpresler
@mrpotatogroyper
@grizzlyjoeshow
@faithgoldy
@emeriticus
@k74111

Top Replied-To in G3:
@cpac_tv
@bouchedemeth
@justintrudeau
@crabbits9
@nwoiscomingsoon
@lamphieryeg
@rfraize1
@1amro_ali
@mykejm2
@robertagm

Top Replied-To in G5:
@birobiorhaueh
@senorromanini

Top Replied-To in G6:
@gop
@realdonaldtrump
@tomfitton
@whitehouse
@cpac
@wsj
@hekasia
@vanev87
@gma
@c5hardtop1999

Top Replied-To in G9:
@jayrousedc
@postopinions
@washingtonpost

Top Replied-To in G10:
@colinforchicago
@48ward
@onionringlorde
@jaswain
@andrefor40th
@jane15760129
@someproletarian
@angelicaross
@nimeshpatel101

Top Mentioned
Top Mentioned in Entire Graph:
@duty2warn
@mschlapp
@cpac
@ddale8
@carteiroreaca
@justintrudeau
@gordongchang
@vanjones68
@michellemalkin
@cpac_tv

Top Mentioned in G1:
@duty2warn
@mymadness
@km_scannell
@ndgoirishgal

Top Mentioned in G2:
@mschlapp
@cpac
@gordongchang
@vanjones68
@michellemalkin
@scottpresler
@statedeptspox
@mattwhitaker46
@gordo
@realdonaldtrump

Top Mentioned in G3:
@justintrudeau
@cpac_tv
@canadianpm
@pmcanadien
@billblair
@cathmckenna
@_marksutcliffe
@mykejm2
@jeffsekerak
@allthysons01

Top Mentioned in G4:
@ddale8
@duty2warn
@justintrudeau

Top Mentioned in G5:
@carteiroreaca
@douglasgarcia
@senorromanini
@birobiorhaueh
@olabocos

Top Mentioned in G6:
@realdonaldtrump
@cpac
@andrewbreitbart
@cpac_tv
@c5hardtop1999
@gop
@wsj
@foxandfriends
@oann
@judicialwatch

Top Mentioned in G7:
@hoyasaxa02
@michaelaaron64
@blackrepublican
@jon_phillip
@waikikigigi

Top Mentioned in G8:
@willmenaker

Top Mentioned in G9:
@jysexton
@rightwingwatch
@secpompeo
@cruellaisdevine
@jayrousedc
@repvaldemings
@washingtonpost
@marcthiessen
@justintrudeau

Top Mentioned in G10:
@caarprnow
@gkmc18
@chicagocitydsa
@blmchi
@48ward
@andrefor40th
@mattmartinchi
@tweetingwithbr3
@chialderwoman
@seanduffy_

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@mattmurph24
@joefreedomlove
@raybae689
@cagney1991
@moonbootica
@missyjo79
@szilviade_
@chuddles11
@bkindngood

Top Tweeters in G1:
@cagney1991
@chuddles11
@stockguy61
@briangrnotabot
@gregmroscoe
@cherokeenative3
@jcmarbury
@tobesafensound
@teetweetshere
@gwydion620

Top Tweeters in G2:
@joefreedomlove
@docwashburn
@rentonmagauk
@texasfreedom101
@noncontacthogg
@drofdem
@drawandstrike
@thornedella
@alley167
@dawalf

Top Tweeters in G3:
@szilviade_
@faby_nava77
@dgendvil
@yordimx
@johangreg
@slimchick1900
@ksp_libs
@jmhamiltonblog
@beenewsdaily
@zardashtkarim

Top Tweeters in G4:
@missb62
@rachel_mcrea
@willseattle
@carolmaewy
@eddarrell
@lizditz
@patta47cake
@lacunalingua
@carlyinnj
@lllwry

Top Tweeters in G5:
@pauloparmm
@caroluseduardus
@republicanaes
@filleal
@dyol_fernandes
@cccalado
@gregory61935764
@isleite
@hudsondesouza11
@pnogueiragama

Top Tweeters in G6:
@missyjo79
@thehill
@huffpost
@baalter
@reuters
@gaetasusan
@ouchinagirl
@foxnews
@nytimes
@cnbc

Top Tweeters in G7:
@todotiempo
@blackrepublican
@mile_by_mile
@coach_holloway
@quitfreeloading
@juliosevero
@gameonjd
@seebatman
@charlot96904141
@swbhfx

Top Tweeters in G8:
@moonbootica
@dalek_fan
@yananous
@dierobinsondie
@zombiesarebad
@clarknt67
@dmatkins137
@swindellium
@jessehawken
@ericdeamer

Top Tweeters in G9:
@ggg_says
@fight4freedom72
@nhdogmom
@castonchris
@aprylsmithts
@joy31608
@washingtonpost
@digyoursoul
@4030lisa
@drseid

Top Tweeters in G10:
@donahuejm
@krispjeans
@quartz2moon
@dreabelike_
@chiefsaveahoe
@sefersaklas
@domnotdom__
@haymarketbooks
@ctulocal1
@indivchi_south


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