#SMProfs, Twitter, 3/12/2021 7:46:39 PM, 250525


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#SMProfs_2021-03-11_21-43-09.xlsx
#SMProfs_2021-03-11_21-43-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3eySoCo
@jeremyhl
@kfreberg
@kimfoxwosu
@docassar
@vivianfrancos
@mimspr
@aejmc_prd
@thartman2u
@unosmlre
@youtube

Top hashtags:
#smprofs
#prprofs
#smc2021
#socialmedia
#smmm2020
#smle2022
#pr
#data
#aejmcchats
#omaha2020

Description:
Description
The graph represents a network of 286 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 March 2021 at 05:44 UTC.

The requested start date was Friday, 12 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 11-hour, 34-minute period from Friday, 01 January 2021 at 11:22 UTC to Thursday, 11 March 2021 at 22:56 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 : 286
Unique Edges : 471
Edges With Duplicates : 2366
Total Edges : 2837
Number of Edge Types : 5
Retweet : 307
MentionsInRetweet : 1489
Mentions : 938
Replies to : 4
Tweet : 99
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.081769436997319
Reciprocated Edge Ratio : 0.151177199504337
Connected Components : 12
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 273
Maximum Edges in a Connected Component : 2831
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.801411
Graph Density : 0.00990062569009937
Modularity : 0.164281
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 286 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 March 2021 at 05:44 UTC.

The requested start date was Friday, 12 March 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 69-day, 11-hour, 34-minute period from Friday, 01 January 2021 at 11:22 UTC to Thursday, 11 March 2021 at 22:56 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 : #SMProfs
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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246856
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246320
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245823
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244677

Top URLs in Tweet in G1:
[2] https://jeremylipschultz.blogspot.com/2021/03/new-social-media-laws-smc-23.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[1] https://www.businessinsider.com/india-threatens-to-jail-facebook-twitter-workers-over-farmer-protests-2021-3
[1] https://popular.info/p/facebook-fails-georgia
[1] https://www.nbcchicago.com/news/local/1-in-4-doctors-attacked-harassed-on-social-media-chicago-universities-study/2407589/
[1] https://twitter.com/nypost/status/1346837222780186627
[1] https://twitter.com/TwitterSafety/status/1346970432017031178

Top URLs in Tweet in G2:
[4] https://www.adweek.com/inside-the-brand/10-trends-marketingtwitter-thinks-are-most-exciting-for-2021-and-beyond/
[3] https://twitter.com/adweek/status/1346449166969544705
[2] http://karenfreberg.com/blog/10-lessons-from-10-years-of-teaching-social-media/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=034450a0-60e8-11eb-8908-c11b45eba503&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wMS0yNS9mb3JnZXQtdGlrdG9rLWNsdWJob3VzZS1pcy1zb2NpYWwtbWVkaWEtcy1uZXh0LXN0YXI=
[2] https://twitter.com/adobe/status/1354551724686491650
[2] https://twitter.com/koimtv/status/1357052433717895171
[2] https://twitter.com/smprofessors/status/1357688574485872641
[1] https://twitter.com/i/web/status/1369373645240479749
[1] https://twitter.com/msclaragalan/status/1348619450413674501
[1] https://www.socialmediatoday.com/news/linkedin-adds-swipe-up-links-to-linkedin-stories/593277/

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246856
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246320
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245823
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248703
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246734
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244677
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245646
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543

Top URLs in Tweet in G4:
[1] https://www.theverge.com/2021/3/5/22315866/mark-cuban-fireside-app-podcast-platform-clubhouse
[1] https://twitter.com/washingtonpost/status/1346975196394225671
[1] https://twitter.com/TarletonG/status/1347024573225705473
[1] https://twitter.com/i/web/status/1350797028520034311
[1] https://twitter.com/i/web/status/1351284173458333696
[1] https://www.entrepreneur.com/article/363580
[1] https://twitter.com/wongmjane/status/1354564523038924805
[1] https://twitter.com/jamespotterdev/status/1356111081937100802
[1] https://twitter.com/i/web/status/1359213925796110341
[1] https://twitter.com/i/web/status/1361604742171025408

Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245475
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246200
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247190
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248641
[2] https://www.youtube.com/watch?v=nobcRFYLA-o&feature=youtu.be

[2] https://www.aejmc.org/home/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249808
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247195
[1] https://twitter.com/i/web/status/1357961082468528130
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247294

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247543
[1] https://twitter.com/i/web/status/1363827090890625026
[1] https://twitter.com/i/web/status/1363949630006980608
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249607
[1] http://abcnews.go.com/Technology/capitol-rioters-implicated-social-media-posts/story?id=75177672
[1] https://twitter.com/AlexRamirezPR/status/1361551539228262402
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249220
[1] https://twitter.com/i/web/status/1363180774191550467

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2021/01/29/learning/should-schools-be-able-to-discipline-students-for-what-they-say-on-social-media.html?campaign_id=55&emc=edit_ln_20210129&instance_id=26516&nl=the-learning-network®i_id=69956647&segment_id=50582&te=1&user_id=a8d248828d771c01d04426a6be51ffa7
[1] https://twitter.com/adoreme/status/1357379775426420739
[1] https://twitter.com/i/web/status/1359158048175063041

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/1348746578710949890
[1] https://twitter.com/martinwaxman/status/1354480159085252617
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=242148
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247195
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245646

Top URLs in Tweet in G10:
[1] https://twitter.com/MEOjobs/status/1354188940408975361
[1] https://twitter.com/i/web/status/1348984558897815552

Top Domains
Top Domains in Tweet in Entire Graph:
[273] nodexlgraphgallery.org
[129] twitter.com
[21] apnews.com
[8] adweek.com
[7] socialmediatoday.com
[6] businessinsider.com
[4] dhs.gov
[4] youtube.com
[4] blogspot.com
[4] aejmc.org

Top Domains in Tweet in G1:
[29] twitter.com
[27] nodexlgraphgallery.org
[20] apnews.com
[6] businessinsider.com
[4] blogspot.com
[2] zdnet.com
[2] youtube.com
[1] popular.info
[1] nbcchicago.com
[1] medium.com

Top Domains in Tweet in G2:
[34] twitter.com
[7] adweek.com
[6] socialmediatoday.com
[4] karenfreberg.com
[2] bloomberg.com
[1] digiday.com
[1] taaonline.net
[1] snapchat.com
[1] sagepub.com
[1] amazon.com

Top Domains in Tweet in G3:
[173] nodexlgraphgallery.org
[4] twitter.com
[3] dhs.gov
[1] aejmc.org
[1] apnews.com

Top Domains in Tweet in G4:
[20] twitter.com
[1] theverge.com
[1] entrepreneur.com
[1] washingtonpost.com
[1] techcrunch.com
[1] peterhostrawser.com

Top Domains in Tweet in G5:
[66] nodexlgraphgallery.org
[31] twitter.com
[2] youtube.com
[2] aejmc.org
[1] qualtrics.com
[1] bitchmedia.org
[1] insidehighered.com

Top Domains in Tweet in G6:
[4] nodexlgraphgallery.org
[4] twitter.com
[1] go.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] nytimes.com

Top Domains in Tweet in G8:
[3] nodexlgraphgallery.org
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[353] smprofs
[196] prprofs
[111] smc2021
[82] socialmedia
[76] smmm2020
[71] smle2022
[54] pr
[50] data
[40] aejmcchats
[25] omaha2020



Top Hashtags in Tweet in G1:
[95] smprofs
[76] prprofs
[73] smc2021
[57] smle2022
[37] smmm2020
[18] data
[15] pr
[15] socialmedia
[12] aejmcchats
[9] covid

Top Hashtags in Tweet in G2:
[71] smprofs
[11] superbowl
[9] marketingtwitter
[9] prprofs
[4] frebergsm
[3] freberg21
[3] socialmedia
[2] pr
[1] smm
[1] smsports

Top Hashtags in Tweet in G3:
[78] smprofs
[51] prprofs
[13] data
[11] smc2021
[9] uno1forall
[7] nodexl
[6] smmm2020
[6] socialmedia
[6] pr
[6] smle2022

Top Hashtags in Tweet in G4:
[28] smprofs
[22] socialmedia
[8] goodread
[7] podacademics
[4] marketingtwitter
[3] socialaudio
[3] podcasting
[2] clubhouse
[2] journalism
[2] cfp

Top Hashtags in Tweet in G5:
[62] smprofs
[52] prprofs
[35] socialmedia
[33] smmm2020
[29] pr
[27] smc2021
[23] aejmcchats
[18] data
[15] omaha2020
[8] smle2022

Top Hashtags in Tweet in G6:
[7] smprofs
[5] mimspr
[1] data

Top Hashtags in Tweet in G7:
[3] smprofs
[2] prprofs
[1] onlinepedagogy
[1] socialmedia

Top Hashtags in Tweet in G8:
[4] smprofs
[2] prprofs
[2] pr
[2] diversity
[1] dreamteam
[1] preducation
[1] research

Top Hashtags in Tweet in G9:
[3] youtube
[1] scomup
[1] scomvlogging
[1] smprofs

Top Hashtags in Tweet in G10:
[2] prprofs
[2] smprofs
[1] prjobs
[1] smjobs
[1] prsaea

Top Words
Top Words in Tweet in Entire Graph:
[396] jeremyhl
[354] docassar
[353] #smprofs
[272] nodexl
[196] #prprofs
[194] aejmc_prd
[193] kfreberg
[114] vivianfrancos
[113] kimfoxwosu
[111] #smc2021

Top Words in Tweet in G1:
[95] #smprofs
[76] #prprofs
[73] #smc2021
[57] #smle2022
[55] jeremyhl
[37] #smmm2020
[29] aejmc_prd
[26] nodexl
[23] twitter
[23] ap

Top Words in Tweet in G2:
[71] #smprofs
[30] social
[28] kfreberg
[27] book
[17] media
[16] amazing
[11] #superbowl
[11] students
[11] love
[10] share

Top Words in Tweet in G3:
[260] docassar
[246] jeremyhl
[166] nodexl
[92] aejmc_prd
[92] kfreberg
[78] #smprofs
[69] vivianfrancos
[62] unosmlre
[61] thartman2u
[59] kimfoxwosu

Top Words in Tweet in G4:
[28] #smprofs
[22] #socialmedia
[21] kimfoxwosu
[9] icymi
[8] fyi
[8] joinclubhouse
[8] #goodread
[8] opinion
[8] itâ
[8] shot

Top Words in Tweet in G5:
[85] jeremyhl
[73] nodexl
[65] aejmc_prd
[62] docassar
[62] #smprofs
[52] #prprofs
[44] kfreberg
[35] #socialmedia
[33] top
[33] hashtags

Top Words in Tweet in G6:
[7] #smprofs
[6] jeremyhl
[6] mimspr
[5] #mimspr
[4] nodexl
[4] kfreberg
[4] kimfoxwosu
[4] aejmc_prd
[4] docassar
[4] twitter

Top Words in Tweet in G7:
[3] #smprofs
[2] #prprofs

Top Words in Tweet in G8:
[5] ginaluttrell
[5] docassar
[4] #smprofs
[4] jeremyhl
[3] aejmc_prd
[3] campaigns
[3] nodexl
[2] #prprofs
[2] check
[2] 2nd

Top Words in Tweet in G9:
[3] insight
[3] today
[3] conversations
[3] abelcom
[3] 82
[3] #youtube
[3] users
[3] past
[3] year
[3] reached

Top Words in Tweet in G10:
[3] students
[2] #prprofs
[2] #smprofs
[2] inbound
[2] marketing
[2] certification
[2] contemplating
[2] switching

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[117] nodexl,jeremyhl
[80] jeremyhl,docassar
[75] #smprofs,#prprofs
[69] jeremyhl,kfreberg
[60] #smprofs,nodexl
[55] aejmc_prd,jeremyhl
[54] kfreberg,jeremyhl
[52] #prprofs,#smprofs
[50] nodexl,aejmc_prd
[45] kfreberg,kimfoxwosu

Top Word Pairs in Tweet in G1:
[47] #smprofs,#prprofs
[37] #smc2021,#smle2022
[32] #smle2022,#smprofs
[19] #prprofs,#smprofs
[16] #smmm2020,#smc2021
[14] #smc2021,#smmm2020
[13] #smle2022,#smc2021
[13] #smc2021,#smprofs
[13] social,media
[12] ap,#smc2021

Top Word Pairs in Tweet in G2:
[17] social,media
[9] love,talkwalker
[9] talkwalker,free
[9] free,#superbowl
[9] #superbowl,social
[9] social,dashboard
[9] dashboard,ads
[9] ads,perfect
[9] perfect,share
[9] share,students

Top Word Pairs in Tweet in G3:
[81] nodexl,jeremyhl
[54] jeremyhl,docassar
[42] jeremyhl,kfreberg
[38] #smprofs,nodexl
[33] kfreberg,jeremyhl
[32] aejmc_prd,jeremyhl
[32] docassar,#smprofs
[28] kfreberg,kimfoxwosu
[28] unosml,nodexl
[27] nodexl,unosmlre

Top Word Pairs in Tweet in G4:
[14] #socialmedia,#smprofs
[8] #goodread,icymi
[8] icymi,opinion
[8] opinion,itâ
[8] itâ,shot
[8] shot,reputationâ
[8] reputationâ,lauren
[8] lauren,wolfe
[8] wolfe,wolfe321
[8] wolfe321,reacts

Top Word Pairs in Tweet in G5:
[33] top,hashtags
[26] nodexl,jeremyhl
[21] #smmm2020,#socialmedia
[19] nodexl,aejmc_prd
[18] #prprofs,#smprofs
[17] #smc2021,#smmm2020
[16] jeremyhl,docassar
[16] #smprofs,nodexl
[16] kfreberg,jeremyhl
[16] #prprofs,nodexl

Top Word Pairs in Tweet in G6:
[4] jeremyhl,kfreberg
[4] kfreberg,kimfoxwosu
[3] kimfoxwosu,aejmc_prd
[3] nodexl,jeremyhl
[3] poof,semester
[3] semester,long
[3] long,twitter
[3] twitter,project
[3] project,started
[3] started,thank

Top Word Pairs in Tweet in G7:
[2] #prprofs,#smprofs

Top Word Pairs in Tweet in G8:
[2] check,2nd
[2] 2nd,ed
[2] ed,#pr
[2] #pr,campaigns
[2] campaigns,featuring
[2] featuring,#diversity
[2] #diversity,first
[2] first,approach
[2] approach,diversity
[2] diversity,inclusion

Top Word Pairs in Tweet in G9:
[3] insight,today
[3] today,conversations
[3] conversations,abelcom
[3] abelcom,82
[3] 82,#youtube
[3] #youtube,users
[3] users,past
[3] past,year
[3] year,reached
[3] reached,platform

Top Word Pairs in Tweet in G10:
[2] inbound,marketing
[2] marketing,certification
[2] certification,contemplating
[2] contemplating,switching

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@kfreberg
@aejmc_prd
@kimfoxwosu
@vivianfrancos
@unosmlre
@thartman2u
@nodexl
@thepagecenter

Top Mentioned in G1:
@jeremyhl
@aejmc_prd
@nodexl
@ap
@docassar
@kfreberg
@twitter
@unosmlre
@facebook
@vivianfrancos

Top Mentioned in G2:
@kfreberg
@talkwalker
@adweek
@sagemedia_comm
@kesutherland777
@freeeditbutton
@adidasus
@wadds
@vancityreynolds
@snapchat

Top Mentioned in G3:
@jeremyhl
@docassar
@kfreberg
@aejmc_prd
@vivianfrancos
@unosmlre
@thartman2u
@kimfoxwosu
@nodexl
@mjoehlerich

Top Mentioned in G4:
@kimfoxwosu
@joinclubhouse
@wolfe321
@nytimes
@twitterspaces
@kfreberg
@adamilenich
@natbalda
@moshei
@instagram

Top Mentioned in G5:
@jeremyhl
@aejmc_prd
@docassar
@kfreberg
@vivianfrancos
@thartman2u
@aejmc
@thepagecenter
@unosmlre
@kimfoxwosu

Top Mentioned in G6:
@mimspr
@jeremyhl
@kfreberg
@kimfoxwosu
@aejmc_prd
@twitter
@docassar
@canva
@nodexl
@unosmlre

Top Mentioned in G8:
@ginaluttrell
@jeremyhl
@aejmc_prd
@docassar
@unosmlre
@kfreberg
@kimfoxwosu
@vivianfrancos
@adriwall
@drjamiward

Top Mentioned in G9:
@abelcom
@jana_duckett
@marcweinhouse
@youtube
@smdaybaltimore

Top Mentioned in G10:
@juilliardschool
@ica_prd
@aejmc_prd
@instituteforpr
@prssanational

Top Tweeters
Top Tweeters in Entire Graph:
@businessinsider
@tigerbeat
@skynews
@nytimes
@entwistletx
@bofflespoffle
@abc
@cnn
@tmz
@unos

Top Tweeters in G1:
@businessinsider
@skynews
@cnn
@tmz
@dailymailuk
@zdnet
@nbcnews
@ap
@buzzfeed
@cbcnews

Top Tweeters in G2:
@cc_chapman
@vincenzolandino
@adweek
@kfreberg
@markwschaefer
@thatchristinag
@wadds
@caleb_mezzy
@amazon
@textandacademic

Top Tweeters in G3:
@unos
@mjoehlerich
@thenightgallery
@vivianfrancos
@glengilmore
@thartman2u
@seth_leitman
@vivianf
@albertoemachado
@alansee

Top Tweeters in G4:
@tigerbeat
@nytimes
@entwistletx
@bofflespoffle
@tinu
@buckleyswartz
@rashaabdulla
@yourecooler
@professorkim
@triplem

Top Tweeters in G5:
@michaelbathurst
@diversityup
@ch
@willthewordguy
@adriwall
@bitchmedia
@talkwalker
@aejmc
@willsutton
@joey_senat

Top Tweeters in G6:
@abc
@canva
@marketingprofs
@marc_smith
@mimspr
@gmu_prssa
@masoncommdept
@masonchss
@davidloughner
@litvideobooks

Top Tweeters in G7:
@ra
@gallicano
@greghoplamazian
@aejmcspig
@docassa
@odonnellnic
@viviana
@thartma
@aoca

Top Tweeters in G8:
@nebraskasower
@ghserrano
@ginaluttrell
@stefregoni
@communo
@capizzol
@drjamiward
@sarahwi72355875

Top Tweeters in G9:
@sgjcmsu
@jana_duckett
@abelcom
@smdaybaltimore
@marcweinhouse

Top Tweeters in G10:
@prssanational
@instituteforpr
@juilliardschool
@phil_arceneaux
@ica_prd


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