#SMProfs, Twitter, 9/2/2022 4:35:04 AM, 281130


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#SMProfs_2022-09-01_21-29-00.xlsx
#SMProfs_2022-09-01_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 02, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3AM6gD7
@jeremyhl
@kfreberg
@this0499154500
@michaelbathurst
@kimfoxwosu
@docassar
@aejmc_prd
@aejmc
@lesig17
@shoutmgb

Top hashtags:
#smprofs
#prprofs
#smle2022
#aejmc22
#ff
#smpc2023
#aejmc21
#firstamendment
#aejmc
#aejmc2021

Description:
Description
The graph represents a network of 372 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, 02 September 2022 at 04:30 UTC.

The requested start date was Friday, 02 September 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 122-day, 8-hour, 33-minute period from Monday, 02 May 2022 at 05:11 UTC to Thursday, 01 September 2022 at 13:45 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 : 372
Unique Edges : 627
Edges With Duplicates : 3965
Total Edges : 4592
Number of Edge Types : 5
Mentions : 1752
MentionsInRetweet : 2117
Retweet : 495
Tweet : 216
Replies to : 12
Self-Loops : 231
Reciprocated Vertex Pair Ratio : 0.106701940035273
Reciprocated Edge Ratio : 0.192828685258964
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 353
Maximum Edges in a Connected Component : 4566
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.649353
Graph Density : 0.00909341216705794
Modularity : 0.144468
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 372 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, 02 September 2022 at 04:30 UTC.

The requested start date was Friday, 02 September 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 122-day, 8-hour, 33-minute period from Monday, 02 May 2022 at 05:11 UTC to Thursday, 01 September 2022 at 13:45 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
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276987
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280851

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279764
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[4] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279769
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278957
[2] https://apnews.com/article/technology-felicia-sonmez-social-media-personnel-8f8b3354028b71c10b84cb61acc2b1e9

Top URLs in Tweet in G3:
[5] https://www.adweek.com/media/the-rise-of-virtual-influencers-and-their-role-in-the-metaverse/
[4] https://www.socialmediatoday.com/news/instagram-launches-initial-test-of-new-creator-marketplace-influencer-dis/627117/
[3] https://www.socialmediatoday.com/news/instagrams-chief-says-it-will-halt-its-full-screen-format-test-scale-back/628403/
[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.socialmediatoday.com/news/zuckerberg-defends-metaverse-development-after-online-backlash/630131/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-professional-account-options-including-updated-link-butt/630658/
[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

Top URLs in Tweet in G4:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279167
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515

Top URLs in Tweet in G5:
[5] https://aejmc.us/jpre/2022/03/31/journal-of-public-relations-education-vol-8-issue-1/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902
[2] https://aejmc.us/prd/2022/05/12/prd-sessions-activities-in-detroit/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281010
[1] https://twitter.com/i/web/status/1565137168326172674
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[1] https://twitter.com/i/web/status/1560542375230971905
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926

Top URLs in Tweet in G6:
[2] https://thefix.media/2022/7/5/what-can-journalist-influencers-bring-to-newsrooms-and-what-do-they-expect-in-return
[1] https://twitter.com/Brizzyc/status/1524785740051361795
[1] https://twitter.com/TheShadeRoom/status/1524480366274396165
[1] https://twitter.com/EspreeDevora/status/1533907623816224770
[1] https://twitter.com/Steve_BienAime/status/1534241691586134016
[1] https://twitter.com/i/web/status/1536461166976765952
[1] https://twitter.com/spj_tweets/status/1537156382658547716
[1] https://www.thedailybeast.com/washington-post-unveils-new-social-media-policy-to-think-before-you-post
[1] https://twitter.com/WIRED/status/1542909905341923328
[1] https://twitter.com/nana_agyepong_/status/1552272510753902593

Top URLs in Tweet in G7:
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926

Top URLs in Tweet in G8:
[1] https://www.nytimes.com/2022/08/22/briefing/facebook-metaverse-meta-problems.html?smid=tw-share
[1] https://twitter.com/i/web/status/1563603627435970560
[1] https://twitter.com/janachubaPR/status/1520071301377015808

Top Domains
Top Domains in Tweet in Entire Graph:
[461] nodexlgraphgallery.org
[124] twitter.com
[51] apnews.com
[43] socialmediatoday.com
[37] adweek.com
[11] aejmc.us
[8] techcrunch.com
[8] theverge.com
[7] agorapulse.com
[5] amazon.com

Top Domains in Tweet in G1:
[200] nodexlgraphgallery.org
[12] twitter.com

Top Domains in Tweet in G2:
[66] nodexlgraphgallery.org
[51] apnews.com
[20] twitter.com
[6] techcrunch.com
[4] socialmediatoday.com
[4] amazon.com
[4] nytimes.com
[3] washingtonpost.com
[3] theverge.com
[2] npr.org

Top Domains in Tweet in G3:
[67] twitter.com
[38] socialmediatoday.com
[37] adweek.com
[5] theverge.com
[3] thedrum.com
[2] co.uk
[2] techcrunch.com
[2] youtube.com
[2] adobe.com
[1] splashthat.com

Top Domains in Tweet in G4:
[151] nodexlgraphgallery.org
[6] twitter.com

Top Domains in Tweet in G5:
[16] nodexlgraphgallery.org
[8] aejmc.us
[7] agorapulse.com
[5] twitter.com
[1] qualtrics.com
[1] aejmc.org
[1] zoom.us
[1] socialmediapulse.community

Top Domains in Tweet in G6:
[12] twitter.com
[2] thefix.media
[1] thedailybeast.com
[1] pewresearch.org
[1] socialmediatoday.com

Top Domains in Tweet in G7:
[27] nodexlgraphgallery.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[634] smprofs
[315] prprofs
[220] smle2022
[136] aejmc22
[111] ff
[109] smpc2023
[81] aejmc21
[68] firstamendment
[66] aejmc
[57] aejmc2021



Top Hashtags in Tweet in G1:
[108] smprofs
[85] prprofs
[66] ff
[62] smle2022
[46] aejmc21
[40] firstamendment
[37] aejmc22
[34] smpc2023
[34] aejmc2021
[32] aejmc

Top Hashtags in Tweet in G2:
[172] smprofs
[120] smle2022
[117] prprofs
[60] smpc2023
[54] aejmc22
[15] ff
[13] research
[12] aejmc
[12] aejmc21
[10] firstamendment

Top Hashtags in Tweet in G3:
[225] smprofs
[40] prprofs
[12] smsports
[9] aejmc22
[5] profcon
[2] socialmedia
[1] thatgirl
[1] frebergpr
[1] marketingtwitter
[1] profcon22

Top Hashtags in Tweet in G4:
[64] smprofs
[44] prprofs
[33] smle2022
[25] ff
[22] aejmc22
[20] aejmc21
[16] aejmc
[15] firstamendment
[13] smpc2023
[13] aejmc2021

Top Hashtags in Tweet in G5:
[40] smprofs
[28] prprofs
[13] aejmc22
[7] socialmediatips
[7] socialmediacourse
[7] learnsocialmedia
[6] aejmc
[6] freecourses
[5] smle2022
[4] ff

Top Hashtags in Tweet in G6:
[19] smprofs
[17] socialmedia
[3] journalism
[2] citizenship
[1] accessibility
[1] tos
[1] filterlessstates
[1] whompwhomp
[1] roeoverturned
[1] roevswade

Top Hashtags in Tweet in G7:
[1] ff

Top Hashtags in Tweet in G8:
[4] mimspr
[4] smprofs
[2] socialmedia
[1] proudprof

Top Hashtags in Tweet in G9:
[2] smprofs
[1] smsports
[1] academictwitter
[1] academicchatter
[1] prprofs

Top Words
Top Words in Tweet in Entire Graph:
[634] #smprofs
[488] jeremyhl
[458] nodexl
[422] michaelbathurst
[363] this0499154500
[315] #prprofs
[284] aejmc
[269] unosmlre
[220] #smle2022
[184] kfreberg

Top Words in Tweet in G1:
[239] jeremyhl
[199] nodexl
[198] michaelbathurst
[190] this0499154500
[123] unosmlre
[108] #smprofs
[85] #prprofs
[84] aejmc
[83] top
[81] hashtags

Top Words in Tweet in G2:
[172] #smprofs
[120] #smle2022
[117] #prprofs
[97] aejmc
[70] jeremyhl
[67] nodexl
[60] #smpc2023
[54] #aejmc22
[50] data
[45] twitter

Top Words in Tweet in G3:
[225] #smprofs
[94] kfreberg
[40] #prprofs
[39] fyi
[35] adweek
[21] tiktok
[17] amazing
[15] twitter
[14] share
[13] students

Top Words in Tweet in G4:
[149] nodexl
[137] jeremyhl
[133] michaelbathurst
[113] this0499154500
[85] aejmc
[71] docassar
[64] #smprofs
[63] unosmlre
[48] aejmc_prd
[44] #prprofs

Top Words in Tweet in G5:
[40] #smprofs
[28] #prprofs
[21] aejmc_prd
[20] michaelbathurst
[17] aejmc
[15] nodexl
[15] media
[14] jeremyhl
[14] social
[13] #aejmc22

Top Words in Tweet in G6:
[19] #smprofs
[17] #socialmedia
[6] tiktok
[5] kimfoxwosu
[4] twitter
[4] policies
[3] today
[3] race
[3] hide
[3] voice

Top Words in Tweet in G7:
[41] michaelbathurst
[34] rootnk
[28] unosmlre
[27] nodexl
[27] jeremyhl
[26] edward733
[26] america4455
[26] nftmetatron
[8] uâ
[8] mt

Top Words in Tweet in G8:
[11] social
[9] media
[9] campaign
[9] many
[9] lessons
[9] learned
[8] mimspr
[7] hands
[7] practice
[7] running

Top Words in Tweet in G9:
[2] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[181] #smprofs,#prprofs
[156] nodexl,michaelbathurst
[153] michaelbathurst,jeremyhl
[130] top,hashtags
[115] unosmlre,nodexl
[99] nodexl,aejmc
[81] aejmc,nodexl
[76] jeremyhl,nodexl
[72] #smle2022,#smprofs
[69] social,media

Top Word Pairs in Tweet in G1:
[82] nodexl,michaelbathurst
[81] top,hashtags
[73] michaelbathurst,jeremyhl
[53] unosmlre,nodexl
[51] jeremyhl,nodexl
[38] #smprofs,#prprofs
[38] michaelbathurst,this0499154500
[38] #smle2022,#ff
[34] aejmc,nodexl
[34] nodexl,aejmc

Top Word Pairs in Tweet in G2:
[91] #smprofs,#prprofs
[71] #smle2022,#smprofs
[36] social,media
[30] tweet,network
[28] nodexl,unosmlre
[27] data,nodexl
[27] #smpc2023,#smle2022
[24] network,data
[24] nodexl,aejmc
[16] #smpc2023,#smprofs

Top Word Pairs in Tweet in G3:
[37] fyi,#smprofs
[33] #smprofs,#prprofs
[22] adweek,#smprofs
[11] #smprofs,#smsports
[10] kfreberg,#smprofs
[9] social,media
[9] make,sure
[8] #smprofs,community
[8] congrats,amazing
[8] socialmedia2day,#smprofs

Top Word Pairs in Tweet in G4:
[49] michaelbathurst,jeremyhl
[43] nodexl,michaelbathurst
[38] nodexl,aejmc
[36] top,hashtags
[31] aejmc,nodexl
[28] unosmlre,nodexl
[25] nodexl,this0499154500
[24] jeremyhl,nodexl
[20] michaelbathurst,this0499154500
[20] #smprofs,nodexl

Top Word Pairs in Tweet in G5:
[17] #prprofs,#smprofs
[14] social,media
[8] top,hashtags
[7] #smprofs,#prprofs
[7] nodexl,michaelbathurst
[7] michaelbathurst,jeremyhl
[7] #socialmediacourse,#learnsocialmedia
[6] michaelbathurst,docassar
[6] unosmlre,nodexl
[6] #socialmediatips,#smprofs

Top Word Pairs in Tweet in G6:
[7] #smprofs,#socialmedia
[5] #socialmedia,#smprofs
[3] race,hide
[3] hide,voice
[3] voice,last
[3] last,year
[3] year,tiktok
[3] tiktok,changed
[3] changed,privacy
[3] privacy,policies

Top Word Pairs in Tweet in G7:
[27] unosmlre,nodexl
[26] jeremyhl,edward733
[26] edward733,rootnk
[26] rootnk,america4455
[26] america4455,nftmetatron
[22] michaelbathurst,unosmlre
[19] nodexl,michaelbathurst
[19] michaelbathurst,jeremyhl
[8] nftmetatron,uâ
[8] mt,michaelbathurst

Top Word Pairs in Tweet in G8:
[9] social,media
[9] many,lessons
[9] 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
@kfreberg
@aejmc
@aejmc_prd
@unosmlre
@docassar
@endruvitak
@nodexl

Top Mentioned in G1:
@jeremyhl
@this0499154500
@michaelbathurst
@unosmlre
@endruvitak
@docassar
@aejmc
@aejmc_prd
@kfreberg
@shoutmgb

Top Mentioned in G2:
@aejmc
@jeremyhl
@unosmlre
@this0499154500
@nodexl
@aejmc_prd
@willthewordguy
@michaelbathurst
@gsig_aejmc
@sprinklr

Top Mentioned in G3:
@kfreberg
@adweek
@socialmedia2day
@stukentapp
@kentuckyderby
@sagemedia_comm
@verge
@thekatestewart
@smprofessors
@cannes_lions

Top Mentioned in G4:
@this0499154500
@jeremyhl
@michaelbathurst
@docassar
@aejmc
@aejmc_prd
@unosmlre
@kfreberg
@gsig_aejmc
@endruvitak

Top Mentioned in G5:
@aejmc_prd
@michaelbathurst
@jeremyhl
@this0499154500
@aejmc
@kfreberg
@docassar
@smp_community
@shoutmgb
@unosmlre

Top Mentioned in G6:
@kimfoxwosu
@pewresearch
@sunnykay
@dog_rates
@macaejmc
@csw_aejmc
@aejmcspig
@fcc
@beawebtweets

Top Mentioned in G7:
@michaelbathurst
@jeremyhl
@edward733
@rootnk
@america4455
@nftmetatron
@u
@this0499154500

Top Mentioned in G8:
@mimspr
@masoncommdept
@masonchss
@mason_kindness
@cwb_mason
@mason_

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@chipotletweets
@garyloper
@nytimes
@mailonline
@edward733
@paulwiggins
@waterworxuk

Top Tweeters in G1:
@chidambara09
@garyloper
@wrix2
@_____yo_____yo
@mpweirdopodcast
@michaelbathurst
@natschooler
@ccooke6685
@ritikag69283079
@kim

Top Tweeters in G2:
@nytimes
@paulwiggins
@buzzfeed
@b0tsci
@academicchatter
@3vil_qu33n
@npr
@heather_hear
@jeremyhl
@google

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

Top Tweeters in G4:
@meghanmbiro
@kugey
@creativesage
@smm_news_feed
@ch
@micha
@stineeckert
@shannimcg
@stevedepo
@alexs

Top Tweeters in G5:
@shoutmgb
@dewieirig
@barron00
@aiaddysonzhang
@jburkespraker
@brandwatch
@drsmadden
@tldelrosso
@betsyhays
@smp_community

Top Tweeters in G6:
@carolekingnyc
@podcastsincolor
@pewresearch
@pakinamamer
@dr_tindall
@kimfoxwosu
@fcc
@dog_rates
@davidtvrdon
@sunnykay

Top Tweeters in G7:
@sectest9
@cybersecurityn8
@edward733
@waterworxuk
@mone_fb
@america4455
@un
@samwalldigital
@sonia40933646
@nftmetatron

Top Tweeters in G8:
@cwb_mason
@mimspr
@masoncommdept
@masonchss
@amarketersdream
@mason_kindness
@marron_bean
@janachubapr
@veroniquecarol
@mckennamartin99

Top Tweeters in G9:
@una
@a
@coleman_mcgowan
@briana
@kacaorg
@chidambara
@ua


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