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#WECharity Twitter NodeXL SNA Map and Report for Monday, 16 January 2023 at 16:48 UTC (experimental version)
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From:
marc_smith
Uploaded on:
January 16, 2023
Short Description:
#WECharity via NodeXL https://bit.ly/3QMlaRq
@drjacobsrad
@vancentrecpc
@justintrudeau
@costellodaniel1
@carlymfriesen
@jessebrown
@sammybytes
@mukedymukk
@davidjefferess
@sam_ducks

Top hashtags:
#wecharity
#cdnpoli
#trudeaucorruption
#liberals
#mecharity
#wescam

Description:
Description
The graph represents a network of 480 Twitter users whose recent tweets contained "#WECharity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 10,000 tweets, tweeted between 6/1/2020 8:46:33 AM and 7/1/2020 8:46:33 AM. The network was obtained from Twitter on Monday, 16 January 2023 at 16:49 UTC.

The tweets in the network were tweeted over the 12-day, 1-hour, 5-minute period from Friday, 19 June 2020 at 14:39 UTC to Wednesday, 01 July 2020 at 15:45 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 480
Unique Edges : 235
Edges With Duplicates : 1037
Total Edges : 1272
Number of Edge Types : 8
Retweet : 478
MentionsInRetweet : 595
Tweet : 38
Replies to : 27
MentionsInReplyTo : 53
Quote : 32
Mentions : 33
MentionsInQuote : 16
Self-Loops : 50
Reciprocated Vertex Pair Ratio : 0.00604229607250755
Reciprocated Edge Ratio : 0.012012012012012
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 470
Maximum Edges in a Connected Component : 1258
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.492377
Graph Density : 0.00289665970772443
Modularity : 0.409249
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=288199
Data Import : The graph represents a network of 480 Twitter users whose recent tweets contained "#WECharity", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 10,000 tweets, tweeted between 6/1/2020 8:46:33 AM and 7/1/2020 8:46:33 AM. The network was obtained from Twitter on Monday, 16 January 2023 at 16:49 UTC.

The tweets in the network were tweeted over the 12-day, 1-hour, 5-minute period from Friday, 19 June 2020 at 14:39 UTC to Wednesday, 01 July 2020 at 15:45 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #WECharity
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://twitter.com/thomjeff/status/1278084041749794816/photo/1
[4] https://twitter.com/k2pointO/status/1278301547055677440/photo/1
[3] https://twitter.com/nationalpost/status/1278054249952415744
[3] https://twitter.com/NoLore/status/1277051236664184841
[3] https://twitter.com/sunlorrie/status/1278096200806301702
[3] https://twitter.com/SantaiKimakeke/status/1277679318202757122
[2] https://twitter.com/CarlyMFriesen/status/1276654328628068352
[2] https://www.youtube.com/watch?v=C1no75lpOiw&feature=youtu.be

[2] http://www.cbc.ca/1.5631278
[2] https://twitter.com/PnPCBC/status/1277647353974067203/video/1

Top URLs in Tweet in G1:
[1] https://www.theglobeandmail.com/politics/article-we-charity-offers-teachers-12000-each-for-recruiting-at-least-7/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.canadaland.com/heres-footage-got-cbc-doc-pulled-air/
[1] https://www.canadaland.com/inside-the-cult-of-kielburger/
[1] https://twitter.com/JesseBrown/status/1277750981422460928
[1] https://twitter.com/SantaiKimakeke/status/1277679318202757122
[1] https://twitter.com/JesseBrown/status/1277750981422460928/photo/1

Top URLs in Tweet in G2:
[1] https://twitter.com/VanCentreCPC/status/1278084348021964800/photo/1
[1] https://www.ctvnews.ca/world/from-pandering-to-putin-to-abusing-allies-trump-s-phone-calls-alarm-u-s-officials-1.5005381
[1] https://twitter.com/CTVNews/status/1277934050137833472

Top URLs in Tweet in G3:
[2] https://www.youtube.com/watch?v=C1no75lpOiw&feature=youtu.be

[2] https://www.oddtruthsaboutwe.org/
[2] https://twitter.com/nationalpost/status/1278054249952415744
[2] https://twitter.com/Canadabuster/status/1278229829192744961/photo/1
[1] https://twitter.com/costellodaniel1/status/1277964292206125061/photo/1
[1] https://twitter.com/costellodaniel1/status/1277924305565814788/photo/1
[1] https://twitter.com/sunlorrie/status/1278290057389015042
[1] https://pm.gc.ca/en/news/statements/2020/07/01/statement-prime-minister-canada-day
[1] https://twitter.com/JustinTrudeau/status/1278312910004125701/video/1
[1] https://twitter.com/awudrick/status/1278107039902957568

Top URLs in Tweet in G4:
[4] https://twitter.com/k2pointO/status/1278301547055677440/photo/1
[2] https://twitter.com/k2pointO/status/1278326479034748930/photo/1
[2] https://twitter.com/k2pointO/status/1278311667798085633/photo/1
[2] https://twitter.com/NoLore/status/1277051236664184841
[2] https://twitter.com/peterstwit77/status/1277602405375528960/photo/1
[2] https://twitter.com/PnPCBC/status/1277647353974067203
[1] https://www.cbc.ca/news/politics/canada-revenue-agency-political-activity-diane-lebouthillier-audits-panel-report-suspension-1.4099184
[1] https://www.theglobeandmail.com/politics/article-we-charity-offers-teachers-12000-each-for-recruiting-at-least-7/
[1] https://twitter.com/nationalpost/status/1276674784496156672
[1] https://nationalpost.com/news/politics/we-charity-boss-said-pmo-called-to-award-900m-student-grant-program-day-after-it-was-announced/wcm/879b40a4-5571-4caa-b4d8-2d15303db28a/

Top URLs in Tweet in G5:
[1] https://www.theglobeandmail.com/politics/article-trudeau-accused-of-cronyism-over-giving-we-charity-a-contract-to-run/
[1] https://twitter.com/nationalpost/status/1278054249952415744
[1] https://www.canadaland.com/tag/we-charity/
[1] https://twitter.com/CarlyMFriesen/status/1276654328628068352
[1] https://twitter.com/SantaiKimakeke/status/1277679318202757122
[1] https://www.canadaland.com/podcast/the-canadaland-investigation-of-the-kielburgers-we-movement/

Top URLs in Tweet in G6:
[1] https://twitter.com/StarCdnPoli/status/1276299903853985792
[1] https://www.thestar.com/politics/federal/2020/06/25/ottawa-outsources-student-grant-program-to-a-toronto-charity-that-works-with-justin-trudeaus-wife.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/DavidJefferess/status/1276319892824682496

Top URLs in Tweet in G7:
[1] https://nationalpost.com/news/politics/duffys-payment-for-combating-internet-trolls-funnelled-through-friends-firm-744861

Top URLs in Tweet in G8:
[3] https://twitter.com/sunlorrie/status/1278096200806301702
[1] https://twitter.com/sunlorrie/status/1278096201938874368
[1] https://twitter.com/enisjoe1314/status/1278074089773531141
[1] https://twitter.com/acoyne/status/1278092066803810305
[1] https://twitter.com/sunlorrie/status/1278089462539485184
[1] https://www.thestar.com/politics/federal/2020/06/26/justin-trudeau-defends-hiring-a-charity-that-works-with-his-wife-to-run-student-grant-program.html

Top URLs in Tweet in G9:
[1] https://twitter.com/NoLore/status/1277051236664184841
[1] https://www.thestar.com/opinion/editorials/2020/06/29/student-volunteer-grant-program-is-badly-flawed.html
[1] https://twitter.com/CANADALAND/status/1276511403172671491
[1] https://www.canadaland.com/inside-the-cult-of-kielburger/

Top URLs in Tweet in G10:
[5] https://twitter.com/thomjeff/status/1278084041749794816/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[76] twitter.com
[7] nationalpost.com
[5] cbc.ca
[5] canadaland.com
[4] thestar.com
[4] theglobeandmail.com
[2] youtube.com
[2] oddtruthsaboutwe.org
[1] ctvnews.ca
[1] facebook.com

Top Domains in Tweet in G1:
[3] twitter.com
[2] canadaland.com
[1] theglobeandmail.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] ctvnews.ca

Top Domains in Tweet in G3:
[23] twitter.com
[4] nationalpost.com
[2] youtube.com
[2] oddtruthsaboutwe.org
[1] gc.ca
[1] cbc.ca
[1] facebook.com
[1] thepostmillennial.com
[1] torontosun.com
[1] fw.to

Top Domains in Tweet in G4:
[20] twitter.com
[3] cbc.ca
[1] theglobeandmail.com
[1] nationalpost.com
[1] we.org

Top Domains in Tweet in G5:
[3] twitter.com
[2] canadaland.com
[1] theglobeandmail.com

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

Top Domains in Tweet in G7:
[1] nationalpost.com

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

Top Domains in Tweet in G9:
[2] twitter.com
[1] thestar.com
[1] canadaland.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[173] wecharity
[53] cdnpoli
[21] trudeaucorruption
[7] liberals
[7] mecharity
[6] wescam
[6] trudeaucult
[5] liberalpork
[5] wehaveaproblem
[5] justintrudeaupm



Top Hashtags in Tweet in G1:
[7] wecharity
[6] cdnpoli

Top Hashtags in Tweet in G2:
[2] wecharity
[1] trudeaumedia

Top Hashtags in Tweet in G3:
[53] wecharity
[11] cdnpoli
[6] trudeaucorruption
[5] wescam
[4] wehaveaproblem
[4] trudeaudictatorship
[3] canadaday2020
[3] trudeaugate
[3] wemovement
[2] liarliar

Top Hashtags in Tweet in G4:
[28] wecharity
[18] cdnpoli
[7] mecharity
[6] trudeaucult
[6] trudeaucorruption
[2] we
[2] machiavelli
[2] charity
[1] friendsandfamily
[1] wehaveaproblem

Top Hashtags in Tweet in G5:
[28] wecharity
[1] topoli
[1] cdnpoli
[1] justintrudeau

Top Hashtags in Tweet in G6:
[17] wecharity

Top Hashtags in Tweet in G7:
[2] wecharity

Top Hashtags in Tweet in G8:
[10] wecharity
[9] trudeaucorruption
[1] letsallpray
[1] snclavalin
[1] normanscandal
[1] infrastructure
[1] catherinewheresthemoney
[1] nepotism
[1] mediabias
[1] cdnpoli

Top Hashtags in Tweet in G9:
[5] wecharity
[4] liberalpork
[1] we
[1] cdnpoli

Top Hashtags in Tweet in G10:
[6] cdnpoli
[6] wecharity
[5] liberals

Top Words
Top Words in Tweet in Entire Graph:
[306] step
[253] drjacobsrad
[234] charity
[172] #wecharity
[118] teachers
[117] see
[113] think
[110] interests
[110] conflicts
[110] troubling

Top Words in Tweet in G1:
[221] drjacobsrad
[95] think
[94] kinds
[94] teachers
[94] interests
[94] potential
[94] troubling
[94] conflicts
[94] see
[93] th

Top Words in Tweet in G2:
[285] step
[189] charity
[94] racket
[94] 900mm
[94] cronyism
[94] friends
[94] rig
[94] operate
[94] best
[94] contracts

Top Words in Tweet in G3:
[52] #wecharity
[42] oui
[28] justintrudeau
[24] trudeau
[16] wife
[15] back
[14] charity
[14] put
[14] money
[14] costellodaniel1

Top Words in Tweet in G4:
[28] #wecharity
[21] trudeau
[18] #cdnpoli
[17] one
[16] charities
[14] k2pointo
[14] punditclass
[13] audits
[13] eliminate
[13] actions

Top Words in Tweet in G5:
[28] #wecharity
[24] poverty
[24] horrible
[24] wages
[24] labour
[24] practices
[24] employment
[24] basically
[24] paying
[24] laws

Top Words in Tweet in G6:
[17] #wecharity
[16] corruption
[16] deeply
[16] canada's
[16] action
[16] savior
[16] complex
[16] industrial
[16] white
[16] problem

Top Words in Tweet in G7:
[12] roll
[12] 000
[12] national
[12] 20
[12] plan
[12] ndp
[12] connect
[12] exactly
[12] mentored
[12] markbourrie

Top Words in Tweet in G8:
[10] #wecharity
[9] #trudeaucorruption
[5] captnjabberjaws
[5] trudeau
[4] drjacobsrad
[4] charity
[3] concentrate
[3] wife
[3] helps
[3] nationalpost

Top Words in Tweet in G9:
[5] #wecharity
[5] last
[4] federal
[4] #liberalpork
[4] 1b
[4] 912m
[4] administration
[4] outsourced
[4] announced
[4] govt

Top Words in Tweet in G10:
[6] see
[6] #cdnpoli
[6] #wecharity
[5] surely
[5] bridge
[5] trudeau
[5] far
[5] #liberals
[4] thomjeff

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[110] conflicts,interests
[110] kinds,potential
[110] see,kinds
[110] think,troubling
[110] potential,conflicts
[110] teachers,see
[110] troubling,teachers
[109] interests,th
[109] drjacobsrad,think
[101] step,use

Top Word Pairs in Tweet in G1:
[94] conflicts,interests
[94] teachers,see
[94] kinds,potential
[94] see,kinds
[94] potential,conflicts
[94] troubling,teachers
[94] think,troubling
[93] interests,th
[93] drjacobsrad,think
[75] really,mission

Top Word Pairs in Tweet in G2:
[94] 900mm,contracts
[94] charity,step
[94] step,rig
[94] rig,900mm
[94] best,friends
[94] step,use
[94] step,best
[94] friends,operate
[94] cronyism,step
[94] contracts,cronyism

Top Word Pairs in Tweet in G3:
[28] oui,oui
[14] romania,put
[14] canadians,romania
[14] #wecharity,canadians
[14] trudeau,wife
[14] wife,oui
[14] put,money
[14] money,back
[14] oui,#wecharity
[13] costellodaniel1,trudeau

Top Word Pairs in Tweet in G4:
[13] cra,audits
[13] trudeau,first
[13] punditclass,rexglacer
[13] actions,eliminate
[13] recall,one
[13] one,trudeau
[13] audits,charities
[13] rexglacer,recall
[13] eliminate,cra
[13] first,actions

Top Word Pairs in Tweet in G5:
[24] paying,poverty
[24] labour,laws
[24] poverty,wages
[24] history,bad
[24] basically,paying
[24] bad,employment
[24] laws,basically
[24] practices,violating
[24] #wecharity,horrible
[24] employment,practices

Top Word Pairs in Tweet in G6:
[16] complex,action
[16] problem,#wecharity
[16] industrial,complex
[16] action,corruption
[16] white,savior
[16] #wecharity,deeply
[16] corruption,problem
[16] savior,industrial
[16] canada's,white
[15] deeply,problemat

Top Word Pairs in Tweet in G7:
[12] tell,exactly
[12] exactly,ndp
[12] roll,national
[12] national,mentored
[12] plan,roll
[12] mentored,volunteer
[12] 20,000
[12] volunteer,program
[12] 000,students
[12] program,connect

Top Word Pairs in Tweet in G8:
[5] #trudeaucorruption,#wecharity
[4] #wecharity,#trudeaucorruption
[3] guys,canada's
[3] prime,minister
[3] corrupt,kenyan
[3] wife,helps
[3] handed,#wecharity
[3] concentrate,guys
[3] minister,gave
[3] red,handed

Top Word Pairs in Tweet in G9:
[4] week,federal
[4] outsourced,administration
[4] govt,announced
[4] federal,govt
[4] #liberalpork,last
[4] 1b,#liberalpork
[4] administration,912m
[4] announced,outsourced
[4] last,week
[3] bigjmcc,1b

Top Word Pairs in Tweet in G10:
[5] far,trudeau
[5] surely,#liberals
[5] trudeau,#cdnpoli
[5] #liberals,see
[5] bridge,far
[5] see,bridge
[5] #cdnpoli,#wecharity
[4] thomjeff,surely

Top Replied-To
Top Replied-To in Entire Graph:
@nationalpost
@punditclass
@ivisonj
@cpc_hq
@johnolthuis
@ginnyb3
@nolore
@marckielburger
@politicalbones
@rimmerdax

Top Replied-To in G3:
@rimmerdax
@politicalbones
@justintrudeau
@marckielburger
@costellodaniel1
@paolaqp1231
@tsimikakis
@mikebarretton
@jtihate

Top Replied-To in G4:
@punditclass
@nationalpost
@ivisonj
@cpc_hq
@johnolthuis
@sunlorrie
@nolore
@ginnyb3
@tompark1n

Top Replied-To in G8:
@nspector4
@nationalpost

Top Mentioned
Top Mentioned in Entire Graph:
@drjacobsrad
@vancentrecpc
@jessebrown
@justintrudeau
@carlymfriesen
@davidjefferess
@costellodaniel1
@k2pointo
@punditclass
@rexglacer

Top Mentioned in G1:
@drjacobsrad
@jessebrown
@justintrudeau
@vancentrecpc
@whoisjaren
@carlymfriesen

Top Mentioned in G2:
@vancentrecpc
@drjacobsrad

Top Mentioned in G3:
@justintrudeau
@costellodaniel1
@marckielburger
@drjacobsrad
@normrcn31
@nationalpost
@wemovement
@jarogiesbrecht
@vancentrecpc
@charlieangusndp

Top Mentioned in G4:
@k2pointo
@rexglacer
@punditclass
@drjacobsrad
@cpc_hq
@justintrudeau
@liberal_party
@ndp
@jessebrown
@carlymfriesen

Top Mentioned in G5:
@carlymfriesen
@justintrudeau
@marbulger
@drjacobsrad
@jessebrown

Top Mentioned in G6:
@davidjefferess

Top Mentioned in G7:
@markbourrie
@justintrudeau

Top Mentioned in G8:
@drjacobsrad
@nationalpost
@rcmpgrcpolice
@csis
@opp
@jessebrown

Top Mentioned in G9:
@bigjmcc
@wemovement
@canadaland
@tim_bousquet
@craigkielburger
@carlymfriesen
@dubinskykaren
@whoisjaren

Top Mentioned in G10:
@thomjeff
@drjacobsrad

Top Tweeters
Top Tweeters in Entire Graph:
@lyndae222
@henrirousseau12
@brindusab1
@globeandmail
@4est2j
@kathy73921688
@emgfind
@charlierichmond
@kathy19090674
@sidljon

Top Tweeters in G1:
@emgfind
@lindcalgary
@themadsloth
@toodamnskippy
@alice_92757
@moleskidorothy
@barbara61353150
@yellowbird70
@srduquette3
@athena1944

Top Tweeters in G2:
@lyndae222
@carobailey864
@blueyes9445
@ctvnews
@veronicatalbot9
@friendsoscience
@plagueofprogs
@donnareiter6
@billtufts
@maidenoils

Top Tweeters in G3:
@globeandmail
@kathy73921688
@kathy19090674
@gsawision
@nationalpost
@dalybeauty
@costellodaniel1
@sunlorrie
@millennials4_wp
@1961mado

Top Tweeters in G4:
@4est2j
@rexglacer
@lisamar91564392
@cbcnews
@nolore
@itstim_eh
@sammybytes
@kenroberts112
@bmlyle
@built2sleep

Top Tweeters in G5:
@pharniel
@kim_crawley
@toronto_bot
@mhp
@paulmason2
@plush32
@writerwong
@bakedgoodsyyc
@beniaminov
@friesenp

Top Tweeters in G6:
@lizbeth_city
@th3nn3ss
@naagnool_
@urorientalist
@starcdnpoli
@sultan_sadat
@thesamsokol
@dpenfold
@jordandetmers
@jvorster81

Top Tweeters in G7:
@adogslifeto
@janbear105
@downtownrob88
@rogerman99
@rustygooddalek1
@junehug45685892
@markbourrie
@isabellabardoel
@bryanpeeler
@stustin

Top Tweeters in G8:
@nspector4
@speakeasyjames
@beachsnob
@acoyne
@staines_andyjoy
@captjabberjaws
@csis
@lepagedavid
@rcmpgrcpolice
@doug_afsco

Top Tweeters in G9:
@charlierichmond
@bigjmcc
@peterkellybc
@tim_bousquet
@johnndp
@craigkielburger
@chryssakoulis
@canadaland
@dubinskykaren
@whoisjaren

Top Tweeters in G10:
@sidljon
@k4c
@craigelectric
@thomjeff
@barbara29083023


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