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#SMProfs_2022-07-28_21-29-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3BpSszS
@this0499154500
@kfreberg
@michaelbathurst
@jeremyhl
@docassar
@kimfoxwosu
@brianne2k
@aejmc_prd
@shoutmgb
@smp_community

Top hashtags:
#smprofs
#prprofs
#smle2022
#ff
#smpc2023
#aejmc21
#firstamendment
#aejmc2021
#smc2021

Description:
Description
The graph represents a network of 363 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, 29 July 2022 at 04:30 UTC.

The requested start date was Friday, 29 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 118-day, 3-hour, 43-minute period from Friday, 01 April 2022 at 11:18 UTC to Thursday, 28 July 2022 at 15:02 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 : 363
Unique Edges : 676
Edges With Duplicates : 3808
Total Edges : 4484
Number of Edge Types : 5
Mentions : 1762
MentionsInRetweet : 2043
Replies to : 11
Retweet : 466
Tweet : 202
Self-Loops : 218
Reciprocated Vertex Pair Ratio : 0.107789855072464
Reciprocated Edge Ratio : 0.19460343417825
Connected Components : 12
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 340
Maximum Edges in a Connected Component : 4453
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.645574
Graph Density : 0.00930703316439128
Modularity : 0.147543
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 363 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, 29 July 2022 at 04:30 UTC.

The requested start date was Friday, 29 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 118-day, 3-hour, 43-minute period from Friday, 01 April 2022 at 11:18 UTC to Thursday, 28 July 2022 at 15:02 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:
[43] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849

Top URLs in Tweet in G1:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274097
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279167
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275439
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274733
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274098

Top URLs in Tweet in G3:
[4] https://www.socialmediatoday.com/news/instagram-launches-initial-test-of-new-creator-marketplace-influencer-dis/627117/
[2] http://karenfreberg.com/blog/another-semester-and-a-new-chapter/
[2] https://www.adweek.com/commerce/marketing-morsels-stranger-things-dog-toys-steak-umm-bed-sheets-and-more/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-bitmoji-integration-to-display-your-digital-character-as/626513/
[2] https://www.dailymail.co.uk/news/article-10802211/NewProfilePic-Warning-issued-viral-app-hoover-data-sends-Moscow.html
[2] https://www.theverge.com/2022/6/11/23163839/tiktok-parent-company-bytedance-gearing-up-invest-money-vr?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.theverge.com/2022/7/27/23280406/tiktok-researchers-api-transparency-damaging-reports-china?utm_campaign=theverge&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.adweek.com/media/young-influentials-how-paramount-is-aligning-brands-with-the-right-creators/
[2] https://www.adweek.com/social-marketing/meta-touts-reels-and-brands-in-the-metaverse-at-newfronts/
[2] https://www.adweek.com/brand-marketing/brands-womens-college-softball-world-series/

Top URLs in Tweet in G4:
[6] https://aejmc.us/jpre/2022/03/31/journal-of-public-relations-education-vol-8-issue-1/
[4] https://aejmc.us/prd/2022/05/12/prd-sessions-activities-in-detroit/
[3] https://thefix.media/2022/7/5/what-can-journalist-influencers-bring-to-newsrooms-and-what-do-they-expect-in-return
[3] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[2] https://uconn.co1.qualtrics.com/jfe/form/SV_6tEOMjPKjTXhCzc
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274733
[1] https://community.aejmc.org/conference/home
[1] https://www.socialmediatoday.com/news/fcc-commissioner-calls-for-tiktok-to-be-removed-from-us-app-stores/626325/
[1] https://twitter.com/TaylorLorenz/status/1513874718545354756
[1] https://twitter.com/Brizzyc/status/1524785740051361795

Top URLs in Tweet in G5:
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275496
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275010
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275351
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274934
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275603
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279167
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1518657576241610752
[1] https://twitter.com/janachubaPR/status/1520071301377015808

Top URLs in Tweet in G7:
[1] https://mywordle.strivemath.com/

Top Domains
Top Domains in Tweet in Entire Graph:
[461] nodexlgraphgallery.org
[105] twitter.com
[55] apnews.com
[35] socialmediatoday.com
[27] adweek.com
[10] theverge.com
[10] aejmc.us
[8] techcrunch.com
[6] amazon.com
[6] agorapulse.com

Top Domains in Tweet in G1:
[133] nodexlgraphgallery.org
[55] apnews.com
[14] twitter.com
[6] socialmediatoday.com
[6] agorapulse.com
[5] techcrunch.com
[5] theverge.com
[4] nytimes.com
[2] reuters.com
[2] thedailybeast.com

Top Domains in Tweet in G2:
[192] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G3:
[70] twitter.com
[28] socialmediatoday.com
[27] adweek.com
[5] theverge.com
[3] techcrunch.com
[3] karenfreberg.com
[2] splashthat.com
[2] co.uk
[2] youtube.com
[2] thedrum.com

Top Domains in Tweet in G4:
[13] twitter.com
[10] aejmc.us
[4] nodexlgraphgallery.org
[3] thefix.media
[3] amazon.com
[2] qualtrics.com
[1] aejmc.org
[1] socialmediatoday.com
[1] thedailybeast.com
[1] pewresearch.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[610] smprofs
[321] prprofs
[234] smle2022
[152] ff
[122] smpc2023
[121] aejmc21
[111] firstamendment
[98] aejmc2021
[74] smc2021
[69] aejmc22



Top Hashtags in Tweet in G1:
[187] smprofs
[124] smle2022
[105] prprofs
[62] smpc2023
[34] ff
[22] aejmc21
[21] firstamendment
[17] aejmc2021
[13] research
[13] smc2021

Top Hashtags in Tweet in G2:
[123] smprofs
[111] prprofs
[75] ff
[73] smle2022
[68] aejmc21
[62] firstamendment
[57] aejmc2021
[42] smc2021
[37] smpc2023
[30] aejmc22

Top Hashtags in Tweet in G3:
[196] smprofs
[30] prprofs
[9] smsports
[5] profcon
[4] marketingtwitter
[3] freberg22
[3] frebergsm
[1] socialmedia
[1] profcon22
[1] aspireworkshop

Top Hashtags in Tweet in G4:
[41] smprofs
[20] prprofs
[17] socialmedia
[12] aejmc22
[4] journalism
[3] smpc2023
[3] prsaeasummit22
[2] meta
[2] prsaea
[2] prsa

Top Hashtags in Tweet in G5:
[56] smprofs
[54] prprofs
[43] ff
[37] smle2022
[31] aejmc21
[28] firstamendment
[24] aejmc2021
[20] smpc2023
[19] smc2021
[16] aejmc22

Top Hashtags in Tweet in G6:
[3] mimspr
[2] smprofs
[1] proudprof

Top Hashtags in Tweet in G7:
[4] smprofs
[1] prprofs
[1] streaming
[1] fortnite
[1] streaminglive
[1] wordle
[1] marketingtwitter
[1] smsports

Top Hashtags in Tweet in G8:
[1] socialmediaanalytics
[1] aaltomikkeli
[1] tiktokadvertising
[1] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[610] #smprofs
[519] jeremyhl
[469] michaelbathurst
[455] nodexl
[389] this0499154500
[321] #prprofs
[254] unosmlre
[253] docassar
[234] #smle2022
[173] aejmc

Top Words in Tweet in G1:
[197] jeremyhl
[187] #smprofs
[162] michaelbathurst
[133] nodexl
[124] #smle2022
[123] unosmlre
[111] this0499154500
[105] #prprofs
[62] #smpc2023
[62] twitter

Top Words in Tweet in G2:
[188] nodexl
[179] jeremyhl
[175] this0499154500
[174] michaelbathurst
[142] docassar
[123] #smprofs
[111] #prprofs
[93] aejmc
[90] top
[86] hashtags

Top Words in Tweet in G3:
[196] #smprofs
[71] kfreberg
[31] fyi
[30] #prprofs
[25] adweek
[22] tiktok
[14] social
[13] one
[12] twitter
[11] make

Top Words in Tweet in G4:
[41] #smprofs
[26] aejmc_prd
[24] seeking
[24] members
[24] mentor
[22] aejmc
[20] #prprofs
[17] #socialmedia
[14] jpreprd
[12] applications

Top Words in Tweet in G5:
[136] jeremyhl
[131] michaelbathurst
[129] nodexl
[101] this0499154500
[75] unosmlre
[56] #smprofs
[55] docassar
[54] #prprofs
[49] top
[48] rootnk

Top Words in Tweet in G6:
[15] social
[12] media
[10] campaign
[10] many
[10] lessons
[10] learned
[9] mimspr
[7] hands
[7] practice
[7] running

Top Words in Tweet in G7:
[4] #smprofs
[2] need
[2] student

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[178] nodexl,michaelbathurst
[157] top,hashtags
[154] michaelbathurst,jeremyhl
[151] #smprofs,#prprofs
[134] unosmlre,nodexl
[101] jeremyhl,nodexl
[100] #smle2022,#ff
[100] #ff,#aejmc21
[88] #aejmc21,#aejmc2021
[80] #smle2022,#smprofs

Top Word Pairs in Tweet in G1:
[79] #smle2022,#smprofs
[77] #smprofs,#prprofs
[72] nodexl,michaelbathurst
[57] unosmlre,nodexl
[52] michaelbathurst,jeremyhl
[37] social,media
[36] #smpc2023,#smle2022
[36] jeremyhl,nodexl
[34] nodexl,unosmlre
[33] tweet,network

Top Word Pairs in Tweet in G2:
[86] top,hashtags
[59] nodexl,this0499154500
[59] #ff,#aejmc21
[58] #smle2022,#ff
[52] michaelbathurst,jeremyhl
[52] #aejmc21,#aejmc2021
[48] nodexl,michaelbathurst
[42] aejmc,nodexl
[42] nodexl,aejmc
[39] jeremyhl,nodexl

Top Word Pairs in Tweet in G3:
[30] fyi,#smprofs
[29] #smprofs,#prprofs
[15] adweek,#smprofs
[11] kfreberg,#smprofs
[8] #smprofs,community
[8] social,media
[8] #smprofs,#smsports
[7] make,sure
[7] super,excited
[7] socialmedia2day,#smprofs

Top Word Pairs in Tweet in G4:
[17] #prprofs,#smprofs
[12] seeking,applications
[12] applications,both
[12] both,student
[12] student,faculty
[12] faculty,members
[12] members,seeking
[12] seeking,mentor
[12] mentor,members
[10] mentor,match

Top Word Pairs in Tweet in G5:
[58] nodexl,michaelbathurst
[50] michaelbathurst,jeremyhl
[49] unosmlre,nodexl
[45] top,hashtags
[32] jeremyhl,edward733
[32] edward733,rootnk
[32] rootnk,america4455
[32] america4455,nftmetatron
[27] michaelbathurst,unosmlre
[26] jeremyhl,nodexl

Top Word Pairs in Tweet in G6:
[12] social,media
[10] many,lessons
[10] lessons,learned
[7] hands,practice
[7] practice,running
[7] running,social
[7] media,campaign
[7] campaign,priceless
[7] priceless,many
[7] learned,hard

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@michaelbathurst
@this0499154500
@docassar
@kfreberg
@aejmc_prd
@endruvitak
@unosmlre
@aejmc
@rootnk

Top Mentioned in G1:
@jeremyhl
@michaelbathurst
@this0499154500
@unosmlre
@endruvitak
@docassar
@nebraskasower
@nodexl
@twitter
@kfreberg

Top Mentioned in G2:
@this0499154500
@michaelbathurst
@jeremyhl
@docassar
@aejmc_prd
@kfreberg
@aejmc
@gsig_aejmc
@kimfoxwosu
@endruvitak

Top Mentioned in G3:
@kfreberg
@adweek
@socialmedia2day
@kentuckyderby
@stukentapp
@verge
@smprofessors
@cannes_lions
@thedrum
@prdaily

Top Mentioned in G4:
@aejmc_prd
@jpreprd
@aejmc
@kimfoxwosu
@bourlanddavis
@jeremyhl
@keontecoleman
@gsig_aejmc
@csw_aejmc
@arpitchristian3

Top Mentioned in G5:
@michaelbathurst
@jeremyhl
@this0499154500
@docassar
@rootnk
@edward733
@america4455
@nftmetatron
@aejmc_prd
@endruvitak

Top Mentioned in G6:
@mimspr
@masoncommdept
@hubspotacademy
@mason_
@masonchss
@mason_kindness
@cwb_mason

Top Mentioned in G8:
@dennisyu
@aaltouniversity
@aaltobiz

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@chipotletweets
@ssxman2
@garyloper
@safetymentalst
@nytimes
@mailonline
@edward733

Top Tweeters in G1:
@chidambara09
@ssxman2
@garyloper
@safetymentalst
@nytimes
@paulwiggins
@rwang0
@kalkua1
@wrix2
@buzzfeed

Top Tweeters in G2:
@b0tsci
@kugey
@scicommbot
@nachteulemaggy
@willthewordguy
@dkiesow
@jayaisales
@antgrasso
@isa_corporation
@mastermastabah

Top Tweeters in G3:
@chipotletweets
@mailonline
@techcrunch
@verge
@thedrum
@garyvee
@socialmedia2day
@nordicgeo
@chrisstrub
@thatchristinag

Top Tweeters in G4:
@carolekingnyc
@podcastsincolor
@drmcar
@pewresearch
@bali_maha
@pakinamamer
@kimfoxwosu
@aejmc
@fcc
@magicalpr

Top Tweeters in G5:
@sectest9
@cybersecurityn8
@edward733
@waterworxuk
@michaelbathurst
@mone_fb
@america4455
@eli_krumova
@un
@samwalldigital

Top Tweeters in G6:
@hubspotacademy
@cwb_mason
@mimspr
@masoncommdept
@masonchss
@mason_kindness
@marron_bean
@janachubapr
@veroniquecarol
@mckennamartin99

Top Tweeters in G7:
@una
@voiceofd
@a
@wia
@lisakuhlman
@coleman_mcgowan
@adeellaide
@chidambara
@twittera
@ua

Top Tweeters in G8:
@dennisyu
@aaltouniversity
@suz_alto
@aaltobiz


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