#SMProfs, Twitter, 7/30/2021 5:11:34 AM, 259122


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#SMProfs_2021-07-29_21-41-18.xlsx
#SMProfs_2021-07-29_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3iW236M
@kfreberg
@jeremyhl
@docassar
@ginaluttrell
@aejmc_prd
@thartman2u
@tldelrosso
@michaelbathurst
@mpweirdopodcast
@kimfoxwosu

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

Description:
Description
The graph represents a network of 256 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, 30 July 2021 at 04:42 UTC.

The requested start date was Friday, 30 July 2021 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 89-day, 6-hour, 30-minute period from Saturday, 01 May 2021 at 12:29 UTC to Thursday, 29 July 2021 at 19:00 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 : 256
Unique Edges : 418
Edges With Duplicates : 1850
Total Edges : 2268
Number of Edge Types : 5
Mentions : 809
Retweet : 270
MentionsInRetweet : 1074
Replies to : 18
Tweet : 97
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.106221547799697
Reciprocated Edge Ratio : 0.192043895747599
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 235
Maximum Edges in a Connected Component : 2247
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.7125
Graph Density : 0.0111672794117647
Modularity : 0.215962
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 256 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, 30 July 2021 at 04:42 UTC.

The requested start date was Friday, 30 July 2021 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 89-day, 6-hour, 30-minute period from Saturday, 01 May 2021 at 12:29 UTC to Thursday, 29 July 2021 at 19:00 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:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256348
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256348
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750

Top URLs in Tweet in G2:
[4] https://experienceleague.adobe.com/landing/analytics-university/?fbclid=IwAR2jhcgT6Ku5-D5UwAhkBwdwphl4Fbuwm51QYefD6TjPI6LuNNSYfSYajNU
[3] https://www.adweek.com/social-marketing/tiktok-integrates-vimeos-video-tools-with-an-eye-toward-smbs/
[2] http://karenfreberg.com/blog/frebergpr-x-brown-forman-for-fall-2021/
[2] https://twitter.com/aj_curry/status/1393214432000430092
[2] https://www.kritik.io/information-pages/workshop-peer-feedback-peer-to-peer-learning-in-digital-media-courses
[2] https://twitter.com/stukentapp/status/1404423440577277953
[2] https://www.socialmediatoday.com/news/facebook-launches-beta-test-of-a-newsletter-platform-bulletin/602649/
[2] https://www.socialmediatoday.com/news/facebook-runs-video-tests-to-make-instagram-more-like-tiktok/602771/
[2] https://twitter.com/mindysthomas/status/1414681477464342529
[2] https://twitter.com/thatchristinag/status/1414968680954347520

Top URLs in Tweet in G3:
[1] https://socialmediamarketinginstitute.com.au/event/social-media-marketing-education-research-symposium/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[1] https://twitter.com/NewhouseSU/status/1418613411861176324
[1] https://twitter.com/NewhousePR/status/1389211329882431488
[1] https://www.routledge.com/Democracy-in-the-Disinformation-Age-Influence-and-Activism-in-American/Luttrell-Xiao-Glass/p/book/9780367442903
[1] https://twitter.com/i/web/status/1391779101137059846
[1] https://twitter.com/bradhornpr/status/1394850932773502981

Top URLs in Tweet in G4:
[3] https://aejmc.us/jpre/calls-for-papers/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258473
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257024
[1] https://twitter.com/i/web/status/1392918205677686784
[1] https://www.aejmc.org/home/

Top URLs in Tweet in G5:
[1] https://www.politico.com/news/magazine/2021/05/26/emily-wilder-fired-ap-490892

Top URLs in Tweet in G6:
[1] https://twitter.com/semrush/status/1400956535648436228
[1] https://twitter.com/i/web/status/1397934803425677325

Top URLs in Tweet in G7:
[1] https://www.tandfonline.com/eprint/CGYSRPRGAURBIGKGACSR/full?target=10.1080/10495142.2021.1953668

Top URLs in Tweet in G8:
[1] https://www.twitch.tv/drayle88

Top Domains
Top Domains in Tweet in Entire Graph:
[185] nodexlgraphgallery.org
[85] twitter.com
[31] apnews.com
[24] socialmediatoday.com
[12] adweek.com
[6] adobe.com
[5] bit.ly
[4] aejmc.us
[4] cnbc.com
[3] kritik.io

Top Domains in Tweet in G1:
[181] nodexlgraphgallery.org
[31] apnews.com
[21] twitter.com
[5] bit.ly
[3] cnbc.com
[2] vice.com
[2] adobe.com
[2] buzzsprout.com
[2] theverge.com
[1] cjr.org

Top Domains in Tweet in G2:
[57] twitter.com
[23] socialmediatoday.com
[11] adweek.com
[4] adobe.com
[3] karenfreberg.com
[3] kritik.io
[2] stukent.com
[2] ampproject.org
[2] digiday.com
[1] thedrum.com

Top Domains in Tweet in G3:
[4] twitter.com
[1] com.au
[1] nodexlgraphgallery.org
[1] routledge.com

Top Domains in Tweet in G4:
[3] nodexlgraphgallery.org
[3] aejmc.us
[1] twitter.com
[1] aejmc.org

Top Domains in Tweet in G5:
[1] politico.com

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

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

Top Domains in Tweet in G8:
[1] twitch.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[405] smprofs
[179] prprofs
[107] smc2021
[99] smle2022
[64] socialmedia
[64] smmm2020
[54] data
[42] pr
[39] nodexl
[18] profcon21



Top Hashtags in Tweet in G1:
[195] smprofs
[118] prprofs
[107] smc2021
[96] smle2022
[64] smmm2020
[61] socialmedia
[54] data
[41] pr
[39] nodexl
[16] rprc

Top Hashtags in Tweet in G2:
[164] smprofs
[32] prprofs
[18] profcon21
[12] smsports
[8] smmedu
[4] frebergpr
[3] smprof
[3] marketingtwitter
[2] frebergalums
[2] nil

Top Hashtags in Tweet in G3:
[23] smprofs
[13] prprofs
[5] smmedu
[2] aiinpr
[2] progresssu
[2] author
[1] foryou
[1] sm
[1] publicrelations
[1] published

Top Hashtags in Tweet in G4:
[15] smprofs
[15] prprofs
[3] law
[3] ethics
[3] smle2022
[1] aejmc2021

Top Hashtags in Tweet in G5:
[1] journalism
[1] socialmedia
[1] smprofs

Top Hashtags in Tweet in G6:
[4] influencer
[4] digitalmarketing
[2] socialmedia
[2] smprofs
[1] highereducation
[1] socialmediaanalytics
[1] inclusive
[1] sme
[1] mikkeli
[1] finland

Top Hashtags in Tweet in G7:
[1] prprofs
[1] smprofs

Top Hashtags in Tweet in G8:
[4] cafecraft
[4] vtuber
[4] vtuberen
[4] vtuberuprising
[4] mcyt
[4] minecraft
[4] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[405] #smprofs
[269] jeremyhl
[245] docassar
[183] nodexl
[179] #prprofs
[164] kfreberg
[114] thartman2u
[112] aejmc_prd
[107] #smc2021
[99] #smle2022

Top Words in Tweet in G1:
[263] jeremyhl
[242] docassar
[195] #smprofs
[179] nodexl
[118] #prprofs
[114] thartman2u
[107] #smc2021
[96] #smle2022
[86] kfreberg
[83] mpweirdopodcast

Top Words in Tweet in G2:
[164] #smprofs
[56] kfreberg
[32] #prprofs
[25] social
[22] media
[18] excited
[18] #profcon21
[17] see
[14] tiktok
[12] thank

Top Words in Tweet in G3:
[23] #smprofs
[22] kfreberg
[17] tldelrosso
[13] tiktok_us
[13] #prprofs
[9] ginaluttrell
[8] use
[8] smm_institute
[8] social
[8] media

Top Words in Tweet in G4:
[31] aejmc_prd
[31] call
[23] drsmadden
[23] special
[20] activism
[19] aejmc
[19] public
[19] relations
[17] papers
[17] teaching

Top Words in Tweet in G6:
[5] thank
[4] kittos
[4] #influencer
[4] the_huntswoman
[4] sharing
[4] knowledge
[4] #digitalmarketing
[2] #socialmedia
[2] #smprofs
[2] suz_alto

Top Words in Tweet in G8:
[4] live
[4] time
[4] #cafecraft
[4] lore
[4] #vtuber
[4] #vtuberen
[4] #vtuberuprising
[4] #mcyt
[4] #minecraft
[4] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] #smprofs,#prprofs
[85] nodexl,jeremyhl
[61] #smle2022,#smc2021
[59] jeremyhl,docassar
[50] social,media
[48] top,hashtags
[46] #smprofs,nodexl
[44] docassar,mpweirdopodcast
[43] jeremyhl,kfreberg
[40] #prprofs,#smprofs

Top Word Pairs in Tweet in G1:
[84] nodexl,jeremyhl
[61] #smle2022,#smc2021
[59] jeremyhl,docassar
[54] #smprofs,#prprofs
[48] top,hashtags
[46] #smprofs,nodexl
[44] docassar,mpweirdopodcast
[42] jeremyhl,kfreberg
[37] #smmm2020,#socialmedia
[34] mpweirdopodcast,aejmc_prd

Top Word Pairs in Tweet in G2:
[31] #smprofs,#prprofs
[21] social,media
[9] kfreberg,#smprofs
[8] super,excited
[8] #smprofs,#smsports
[6] fyi,#smprofs
[6] edition,sagemedia_comm
[6] second,edition
[5] thank,kendra
[5] kendra,thedrum

Top Word Pairs in Tweet in G3:
[9] #prprofs,#smprofs
[8] kfreberg,tldelrosso
[7] social,media
[5] kfreberg,another
[5] another,example
[5] example,excellent
[5] excellent,use
[5] use,tiktok_us
[5] tiktok_us,tldelrosso
[5] tldelrosso,smm_institute

Top Word Pairs in Tweet in G4:
[19] public,relations
[17] call,papers
[17] papers,teaching
[17] teaching,activism
[17] activism,public
[17] relations,classroom
[17] drsmadden,scrayton
[15] classroom,eds
[15] eds,drsmadden
[11] #prprofs,#smprofs

Top Word Pairs in Tweet in G6:
[4] thank,kittos
[4] kittos,#influencer
[4] #influencer,the_huntswoman
[4] the_huntswoman,sharing
[4] sharing,knowledge
[4] knowledge,#digitalmarketing
[2] suz_alto,thank
[2] #digitalmarketing,#socialmediaanalytic

Top Word Pairs in Tweet in G8:
[4] live,time
[4] time,#cafecraft
[4] #cafecraft,lore
[4] lore,#vtuber
[4] #vtuber,#vtuberen
[4] #vtuberen,#vtuberuprising
[4] #vtuberuprising,#mcyt
[4] #mcyt,#minecraft
[4] #minecraft,#smprofs
[3] drayle88,live

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@kfreberg
@thartman2u
@aejmc_prd
@mpweirdopodcast
@mjoehlerich
@unosmlre
@ccooke6685
@ginaluttrell

Top Mentioned in G1:
@jeremyhl
@docassar
@thartman2u
@kfreberg
@mpweirdopodcast
@aejmc_prd
@mjoehlerich
@unosmlre
@ccooke6685
@nodexl

Top Mentioned in G2:
@kfreberg
@stukentapp
@adweek
@kesutherland777
@sagemedia_comm
@smm_institute
@tiktok_us
@adobe
@thedrum
@onepeloton

Top Mentioned in G3:
@kfreberg
@tldelrosso
@smm_institute
@tiktok_us
@ginaluttrell
@adriwall
@davejorgenson
@aejmc_prd
@jleecomm
@profjasmine

Top Mentioned in G4:
@aejmc_prd
@drsmadden
@scrayton
@aejmc
@unchussman
@unc
@jeremyhl
@aejmc_lawp
@joccjournal
@csw_aejmc

Top Mentioned in G6:
@the_huntswoman
@suz_alto
@semrush
@aaltobiz
@thefemps

Top Mentioned in G7:
@tandfonline
@momsrising
@arnova

Top Mentioned in G8:
@drayle88

Top Tweeters
Top Tweeters in Entire Graph:
@mcdonalds
@sosmcwin
@cnbc
@washingtonpost
@paulwiggins
@wsj
@mjoehlerich
@ap
@cynthiamn5
@momsrising

Top Tweeters in G1:
@cnbc
@washingtonpost
@paulwiggins
@mjoehlerich
@ap
@michaelbathurst
@vice
@jeremyhl
@polypolilive
@adage

Top Tweeters in G2:
@mcdonalds
@wsj
@thedrum
@reddusfoximus
@cc_chapman
@adweek
@thatchristinag
@dakinmarketing
@newsreputation
@kfreberg

Top Tweeters in G3:
@cynthiamn5
@tiktok_us
@adriwall
@davejorgenson
@martinwaxman
@professorsan
@oceansprayinc
@tldelrosso
@senecadeanfcad
@ginaluttrell

Top Tweeters in G4:
@wunpini_fm
@drmcar
@dr_tindall
@willthewordguy
@unc
@aejmc
@abrothanamedced
@drsmadden
@omarjimenez
@unchussman

Top Tweeters in G5:
@apa
@ta
@aejmcspig
@ca
@nicolea
@twittera
@youtubea
@vicea

Top Tweeters in G6:
@semrush
@the_huntswoman
@msphanlearns
@suz_alto
@aaltobiz
@thefemps

Top Tweeters in G7:
@momsrising
@tandfonline
@arnova
@mptaylorprof

Top Tweeters in G8:
@sosmcwin
@minecraft_ssyt
@drayle88


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