#SMProfs, Twitter, 9/9/2022 4:46:52 AM, 281559


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#SMProfs_2022-09-08_21-29-00.xlsx
#SMProfs_2022-09-08_21-29-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2022
Short Description:
#SMProfs via NodeXL https://bit.ly/3eq2NSX
@jeremyhl
@kfreberg
@this0499154500
@michaelbathurst
@kimfoxwosu
@docassar
@aejmc_prd
@aejmc
@lesig17
@shoutmgb

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

Description:
Description
The graph represents a network of 384 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, 09 September 2022 at 04:30 UTC.

The requested start date was Friday, 09 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 129-day, 14-hour, 19-minute period from Monday, 02 May 2022 at 05:11 UTC to Thursday, 08 September 2022 at 19:30 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 : 384
Unique Edges : 668
Edges With Duplicates : 4221
Total Edges : 4889
Number of Edge Types : 5
Mentions : 1844
MentionsInRetweet : 2285
Retweet : 524
Tweet : 224
Replies to : 12
Self-Loops : 239
Reciprocated Vertex Pair Ratio : 0.114548494983278
Reciprocated Edge Ratio : 0.205551387846962
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 365
Maximum Edges in a Connected Component : 4863
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.612667
Graph Density : 0.00906358790252393
Modularity : 0.144697
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 384 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, 09 September 2022 at 04:30 UTC.

The requested start date was Friday, 09 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 129-day, 14-hour, 19-minute period from Monday, 02 May 2022 at 05:11 UTC to Thursday, 08 September 2022 at 19:30 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
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[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

Top URLs in Tweet in G1:
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280720
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279902
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279167
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275901
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276348
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279871
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278151
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276987
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[3] https://www.amazon.com/gp/product/B0B2B3Y45J/ref=dbs_a_def_awm_bibl_vppi_i3
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277849
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274281
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274700

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.socialmediatoday.com/news/youtube-publishes-new-guide-to-utilizing-youtube-shorts/631179/
[2] https://www.socialmediatoday.com/news/the-key-social-platform-metrics-to-track-infographic/631187/
[2] https://www.dailymail.co.uk/news/article-10802211/NewProfilePic-Warning-issued-viral-app-hoover-data-sends-Moscow.html

Top URLs in Tweet in G4:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280926
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280515
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280092
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279865
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281326
[6] https://aejmc.us/jpre/2022/03/31/journal-of-public-relations-education-vol-8-issue-1/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279015
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279764
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279873
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279867

Top URLs in Tweet in G5:
[2] https://thefix.media/2022/7/5/what-can-journalist-influencers-bring-to-newsrooms-and-what-do-they-expect-in-return
[1] https://fortune.com/2022/08/25/40-year-old-millennial-average-content-creator-not-gen-z/?utm_source=substack&utm_medium=email
[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

Top URLs in Tweet in G6:
[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 URLs in Tweet in G8:
[1] https://api.library.agorapulse.com:443/redirect/0xgvksx24p
[1] https://api.library.agorapulse.com:443/redirect/rjoj0yhseu
[1] https://api.library.agorapulse.com:443/redirect/25frtyrq2l
[1] https://api.library.agorapulse.com:443/redirect/li9n12lt0y
[1] https://api.library.agorapulse.com:443/redirect/so1l3f2rgi
[1] https://academy.socialmediapulse.community/courses/google-business-tools
[1] https://api.library.agorapulse.com:443/redirect/tolficjp68
[1] https://api.library.agorapulse.com:443/redirect/7qcrldmw0m

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1559253468958887943
[1] https://twitter.com/redrocksco/status/1557836416838778882

Top Domains
Top Domains in Tweet in Entire Graph:
[487] nodexlgraphgallery.org
[125] twitter.com
[53] apnews.com
[47] socialmediatoday.com
[38] adweek.com
[11] aejmc.us
[8] techcrunch.com
[8] theverge.com
[7] agorapulse.com
[5] amazon.com

Top Domains in Tweet in G1:
[308] nodexlgraphgallery.org
[17] twitter.com
[1] amazon.com

Top Domains in Tweet in G2:
[73] nodexlgraphgallery.org
[53] apnews.com
[19] twitter.com
[6] techcrunch.com
[4] socialmediatoday.com
[4] nytimes.com
[3] washingtonpost.com
[3] theverge.com
[3] amazon.com
[2] nbcnews.com

Top Domains in Tweet in G3:
[68] twitter.com
[42] socialmediatoday.com
[38] 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:
[105] nodexlgraphgallery.org
[10] aejmc.us
[5] twitter.com
[1] qualtrics.com
[1] aejmc.org
[1] zoom.us

Top Domains in Tweet in G5:
[12] twitter.com
[2] thefix.media
[1] fortune.com
[1] thedailybeast.com
[1] pewresearch.org
[1] socialmediatoday.com

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

Top Domains in Tweet in G8:
[7] agorapulse.com
[1] socialmediapulse.community

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[659] smprofs
[329] prprofs
[232] smle2022
[145] aejmc22
[119] ff
[113] smpc2023
[84] aejmc21
[73] aejmc
[71] firstamendment
[58] aejmc2021



Top Hashtags in Tweet in G1:
[171] smprofs
[133] prprofs
[96] smle2022
[86] ff
[67] aejmc21
[62] aejmc22
[56] firstamendment
[51] aejmc
[50] smpc2023
[47] aejmc2021

Top Hashtags in Tweet in G2:
[173] smprofs
[128] smle2022
[115] prprofs
[61] smpc2023
[35] aejmc22
[21] ff
[13] research
[13] aejmc21
[12] firstamendment
[9] aejmc

Top Hashtags in Tweet in G3:
[231] smprofs
[40] prprofs
[13] smsports
[9] aejmc22
[5] profcon
[2] socialmedia
[1] thatgirl
[1] frebergpr
[1] profcon22
[1] aspireworkshop

Top Hashtags in Tweet in G4:
[49] smprofs
[39] prprofs
[38] aejmc22
[13] aejmc
[12] aejmc2022
[12] ff
[10] detroit
[8] smle2022
[8] leadership
[8] seohashtag

Top Hashtags in Tweet in G5:
[20] smprofs
[18] socialmedia
[3] journalism
[2] citizenship
[1] tos
[1] filterlessstates
[1] whompwhomp
[1] roeoverturned
[1] roevswade
[1] roevwade

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

Top Hashtags in Tweet in G7:
[2] smprofs
[1] smsports
[1] academictwitter
[1] academicchatter
[1] prprofs

Top Hashtags in Tweet in G8:
[8] smprofs
[7] socialmediatips
[7] socialmediacourse
[7] learnsocialmedia
[6] freecourses
[4] socialmediapulse
[4] pulseacademy
[1] socialmediaexpert
[1] freecourse
[1] learnpinterest

Top Hashtags in Tweet in G9:
[1] smprofs
[1] prprofs

Top Words
Top Words in Tweet in Entire Graph:
[659] #smprofs
[520] jeremyhl
[491] nodexl
[455] michaelbathurst
[384] this0499154500
[329] #prprofs
[307] unosmlre
[285] aejmc
[232] #smle2022
[188] kfreberg

Top Words in Tweet in G1:
[306] nodexl
[289] jeremyhl
[277] michaelbathurst
[242] this0499154500
[171] #smprofs
[169] aejmc
[142] unosmlre
[133] #prprofs
[119] top
[118] docassar

Top Words in Tweet in G2:
[173] #smprofs
[128] #smle2022
[120] jeremyhl
[115] #prprofs
[80] michaelbathurst
[76] nodexl
[74] unosmlre
[69] this0499154500
[61] #smpc2023
[47] twitter

Top Words in Tweet in G3:
[231] #smprofs
[95] kfreberg
[41] fyi
[40] #prprofs
[36] adweek
[21] tiktok
[17] amazing
[15] twitter
[14] share
[13] social

Top Words in Tweet in G4:
[110] jeremyhl
[108] nodexl
[97] michaelbathurst
[90] unosmlre
[81] aejmc
[72] this0499154500
[49] #smprofs
[41] aejmc_prd
[39] #prprofs
[38] #aejmc22

Top Words in Tweet in G5:
[20] #smprofs
[18] #socialmedia
[6] tiktok
[6] kimfoxwosu
[4] twitter
[4] policies
[3] today
[3] race
[3] hide
[3] voice

Top Words in Tweet in G6:
[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 G7:
[2] #smprofs

Top Words in Tweet in G8:
[8] media
[8] #smprofs
[7] social
[7] #socialmediatips
[7] #socialmediacourse
[7] #learnsocialmedia
[7] free
[6] #freecourses
[4] #socialmediapulse
[4] #pulseacademy

Top Words in Tweet in G9:
[6] social
[6] media
[5] wait
[5] students
[5] faculty
[5] start
[5] using
[5] insights
[5] lab
[5] fall

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[187] #smprofs,#prprofs
[178] nodexl,michaelbathurst
[162] michaelbathurst,jeremyhl
[136] unosmlre,nodexl
[135] top,hashtags
[99] nodexl,aejmc
[81] aejmc,nodexl
[76] jeremyhl,nodexl
[73] #smle2022,#smprofs
[72] social,media

Top Word Pairs in Tweet in G1:
[114] top,hashtags
[100] nodexl,michaelbathurst
[96] michaelbathurst,jeremyhl
[73] unosmlre,nodexl
[72] nodexl,aejmc
[65] aejmc,nodexl
[54] #smle2022,#ff
[49] #smprofs,#prprofs
[47] jeremyhl,nodexl
[47] #ff,#aejmc21

Top Word Pairs in Tweet in G2:
[92] #smprofs,#prprofs
[72] #smle2022,#smprofs
[37] social,media
[33] nodexl,michaelbathurst
[27] #smpc2023,#smle2022
[26] unosmlre,nodexl
[24] michaelbathurst,jeremyhl
[23] tweet,network
[23] nodexl,unosmlre
[23] michaelbathurst,this0499154500

Top Word Pairs in Tweet in G3:
[39] fyi,#smprofs
[33] #smprofs,#prprofs
[23] adweek,#smprofs
[12] #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:
[45] nodexl,michaelbathurst
[42] michaelbathurst,jeremyhl
[37] unosmlre,nodexl
[26] nodexl,aejmc
[23] tweet,network
[22] network,data
[19] #prprofs,#smprofs
[19] data,nodexl
[16] aejmc,nodexl
[15] jeremyhl,edward733

Top Word Pairs in Tweet in G5:
[7] #smprofs,#socialmedia
[6] #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 G6:
[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 Word Pairs in Tweet in G8:
[7] social,media
[7] #socialmediacourse,#learnsocialmedia
[6] #socialmediatips,#smprofs
[6] #smprofs,#freecourses
[6] #freecourses,#socialmediacourse
[4] #pulseacademy,#socialmediatips
[3] #socialmediapulse,#pulseacademy
[3] pleased,introduce
[3] introduce,assessment
[3] assessment,advisory

Top Word Pairs in Tweet in G9:
[6] social,media
[5] wait,students
[5] students,faculty
[5] faculty,start
[5] start,using
[5] using,social
[5] media,insights
[5] insights,lab
[5] lab,fall
[5] fall,fun

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

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

Top Mentioned in G2:
@jeremyhl
@michaelbathurst
@this0499154500
@unosmlre
@endruvitak
@nodexl
@aejmc
@docassar
@aejmc_prd
@sprinklr

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

Top Mentioned in G4:
@jeremyhl
@michaelbathurst
@this0499154500
@aejmc
@unosmlre
@aejmc_prd
@nodexl
@willthewordguy
@shoutmgb
@thartman2u

Top Mentioned in G5:
@kimfoxwosu
@pewresearch
@sunnykay
@dr_tindall
@macaejmc
@csw_aejmc
@aejmcspig
@fcc
@beawebtweets
@dog_rates

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

Top Mentioned in G8:
@smp_community

Top Mentioned in G9:
@mptaylorprof

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

Top Tweeters in G1:
@sectest9
@cybersecurityn8
@waterworxuk
@meghanmbiro
@_____yo_____yo
@mpweirdopodcast
@mone_fb
@michaelbathurst
@creativesage
@barron00

Top Tweeters in G2:
@chidambara09
@garyloper
@nytimes
@paulwiggins
@nbcnews
@wrix2
@buzzfeed
@academicchatter
@3vil_qu33n
@npr

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

Top Tweeters in G4:
@edward733
@s_msonia
@shoutmgb
@b0tsci
@kugey
@priscilagural
@thartman2u
@scicommbot
@workingbnb
@willthewordguy

Top Tweeters in G5:
@carolekingnyc
@podcastsincolor
@pewresearch
@pakinamamer
@dr_tindall
@kimfoxwosu
@carabyrd
@fcc
@dog_rates
@davidtvrdon

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

Top Tweeters in G7:
@una
@a
@coleman_mcgowan
@briana
@kacaorg
@chidambara
@ua

Top Tweeters in G8:
@dewieirig
@aiaddysonzhang
@jburkespraker
@smp_community
@socialbulkmedia

Top Tweeters in G9:
@brandwatch
@bevkeel
@mptaylorprof
@wittystatesman
@squirefrederick