#SMProfs, Twitter, 10/1/2021 4:46:04 AM, 263365


FAQ | Problem?

#SMProfs_2021-09-30_21-41-18.xlsx
#SMProfs_2021-09-30_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 01, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3zTlNyd
@kfreberg
@jeremyhl
@docassar
@michaelbathurst
@msvandyke
@thartman2u
@reutsmichael1
@jpreprd
@nebraskasower
@ginaluttrell

Top hashtags:
#smprofs
#prprofs
#smc2021
#smle2022
#aejmc2021
#smmm2020
#aejmc21
#socialmedia
#ff

Description:
Description
The graph represents a network of 352 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, 01 October 2021 at 04:42 UTC.

The requested start date was Friday, 01 October 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 91-day, 9-hour, 3-minute period from Thursday, 01 July 2021 at 13:24 UTC to Thursday, 30 September 2021 at 22:27 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 : 352
Unique Edges : 548
Edges With Duplicates : 3530
Total Edges : 4078
Number of Edge Types : 5
Mentions : 1479
Retweet : 446
MentionsInRetweet : 1990
Replies to : 24
Tweet : 139
Self-Loops : 150
Reciprocated Vertex Pair Ratio : 0.0965732087227414
Reciprocated Edge Ratio : 0.176136363636364
Connected Components : 20
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 319
Maximum Edges in a Connected Component : 4055
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.683179
Graph Density : 0.00854700854700855
Modularity : 0.148988
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 352 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, 01 October 2021 at 04:42 UTC.

The requested start date was Friday, 01 October 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 91-day, 9-hour, 3-minute period from Thursday, 01 July 2021 at 13:24 UTC to Thursday, 30 September 2021 at 22:27 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:
[34] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262542
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263068
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628

Top URLs in Tweet in G1:
[4] https://experienceleague.adobe.com/landing/analytics-university/?fbclid=IwAR2jhcgT6Ku5-D5UwAhkBwdwphl4Fbuwm51QYefD6TjPI6LuNNSYfSYajNU
[3] https://www.socialmediatoday.com/news/tiktok-rolls-out-quick-promote-ad-option-to-all-business-accounts/605731/
[3] https://www.adweek.com/social-marketing/tiktok-integrates-vimeos-video-tools-with-an-eye-toward-smbs/
[3] https://www.adweek.com/brand-marketing/brands-must-embrace-user-generated-content/
[3] https://www.tandfonline.com/doi/full/10.1080/10646175.2021.1965927?cookieSet=1
[3] https://www.adweek.com/brand-marketing/metaverse-marketing-podcast-defining-a-new-reality/
[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
[2] https://www.socialmediatoday.com/news/instagram-stories-drafts-are-now-available-to-all-users/603498/

Top URLs in Tweet in G2:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262542
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262730
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[4] https://unomaha.zoom.us/webinar/register/WN_OIQJjrPBQi6Tkg9yI2icDw
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261

Top URLs in Tweet in G3:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262542
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263068
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261781
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262245
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262477

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261628
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262117
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261878
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259121
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259443
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262387
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261627
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262873
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261998

Top URLs in Tweet in G5:
[1] https://facultyjobs.ua.edu/postings/49309
[1] https://facultyjobs.ua.edu/postings/49310
[1] https://www.google.com/url?q=https://www.bbc.com/news/technology-58570353

Top URLs in Tweet in G6:
[3] https://aejmc.us/jpre/
[1] https://twitter.com/NewhouseSU/status/1423433773660753922
[1] https://twitter.com/NewhouseSU/status/1423424086265540615
[1] https://twitter.com/NewhouseSU/status/1418613411861176324
[1] https://www.gvsu.edu/soc/2021-james-w-carey-memorial-lecture-featuring-douglas-198.htm

Top URLs in Tweet in G7:
[1] https://www.rivaliq.com/blog/social-media-industry-benchmark-report/
[1] https://www.socialmediatoday.com/news/40-twitter-stats-for-2021-infographic/604699/
[1] https://twitter.com/MProfsWire/status/1440748224424280078
[1] https://twitter.com/adage/status/1442791524618616833

Top URLs in Tweet in G8:
[1] https://jobsearch.illinoisstate.edu/en-us/job/512235/assistant-professor-of-digital-activism-with-a-focus-in-latinoax-studies

Top URLs in Tweet in G9:
[1] https://paper.li/SHearts_Reviews/1430019767?edition_id=f1faa630-1444-11ec-8236-fa163e65ae25

Top URLs in Tweet in G10:
[1] https://twitter.com/CaseyNewton/status/1431343771547959298
[1] https://twitter.com/kfreberg/status/1418556273075924996
[1] https://twitter.com/GuyGolan/status/1420460863463444480
[1] https://www.vox.com/recode/22612151/laura-edelson-facebook-nyu-ad-observatory-social-media-researcher
[1] https://twitter.com/latermedia/status/1423709205228187655
[1] https://twitter.com/blackgaygemini/status/1427720890561622017
[1] https://twitter.com/EthanZ/status/1432790542031675398
[1] https://www.axios.com/newsletters/axios-media-trends-cd807da2-f937-4e84-b95f-b34ce0ef4db4.html
[1] https://www.cjr.org/opinion/nieman-lab-lawsuit-joshua-benton-francesca-viola.php

Top Domains
Top Domains in Tweet in Entire Graph:
[411] nodexlgraphgallery.org
[108] twitter.com
[40] socialmediatoday.com
[31] adweek.com
[29] apnews.com
[7] aejmc.us
[7] theverge.com
[4] sproutsocial.com
[4] zoom.us
[4] tandfonline.com

Top Domains in Tweet in G1:
[59] twitter.com
[39] socialmediatoday.com
[31] adweek.com
[4] adobe.com
[3] karenfreberg.com
[3] sproutsocial.com
[3] tandfonline.com
[2] ampproject.org
[2] kritik.io
[2] aejmc.us

Top Domains in Tweet in G2:
[125] nodexlgraphgallery.org
[29] apnews.com
[16] twitter.com
[6] theverge.com
[4] zoom.us
[2] axios.com
[2] co.uk
[2] cnbc.com
[2] routledge.com
[2] aejmc.us

Top Domains in Tweet in G3:
[211] nodexlgraphgallery.org
[9] twitter.com

Top Domains in Tweet in G4:
[73] nodexlgraphgallery.org
[13] twitter.com

Top Domains in Tweet in G5:
[2] ua.edu
[1] google.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] aejmc.us
[1] gvsu.edu

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

Top Domains in Tweet in G8:
[1] illinoisstate.edu

Top Domains in Tweet in G9:
[1] paper.li

Top Domains in Tweet in G10:
[6] twitter.com
[1] vox.com
[1] axios.com
[1] cjr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[535] smprofs
[244] prprofs
[159] smc2021
[151] smle2022
[128] aejmc2021
[92] smmm2020
[78] aejmc21
[74] socialmedia
[67] ff
[61] data



Top Hashtags in Tweet in G1:
[220] smprofs
[35] prprofs
[18] smsports
[13] frebergpr
[13] smmedu
[4] smprof
[4] marketingtwitter
[3] smm
[2] nil
[2] foryou

Top Hashtags in Tweet in G2:
[134] smprofs
[94] prprofs
[91] smle2022
[91] smc2021
[47] aejmc2021
[30] smmm2020
[24] aejmc21
[20] socialmedia
[20] pr
[17] data

Top Hashtags in Tweet in G3:
[77] smprofs
[49] aejmc2021
[43] ff
[36] prprofs
[25] smc2021
[22] smmm2020
[21] smle2022
[19] aejmc21
[13] firstamendment
[11] nond

Top Hashtags in Tweet in G4:
[75] smprofs
[65] prprofs
[43] smc2021
[40] smmm2020
[39] smle2022
[36] socialmedia
[33] aejmc21
[33] data
[32] aejmc2021
[32] pr

Top Hashtags in Tweet in G5:
[2] smprofs
[1] deij
[1] prprofs
[1] adprofs

Top Hashtags in Tweet in G6:
[8] smprofs
[8] prprofs
[2] author
[2] aejmc21
[1] pr
[1] womenauthors
[1] peso
[1] sm
[1] publicrelations

Top Hashtags in Tweet in G7:
[4] smprofs
[1] dmprofs
[1] hesm
[1] hemktg
[1] advertising
[1] marketing

Top Hashtags in Tweet in G8:
[1] smprofs

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

Top Hashtags in Tweet in G10:
[10] smprofs
[7] socialmedia
[4] prprofs
[1] podcasting
[1] readlater
[1] axiosmediatrends

Top Words
Top Words in Tweet in Entire Graph:
[535] #smprofs
[508] jeremyhl
[468] docassar
[423] nodexl
[334] michaelbathurst
[260] thartman2u
[244] #prprofs
[209] kfreberg
[160] unosmlre
[159] #smc2021

Top Words in Tweet in G1:
[220] #smprofs
[86] kfreberg
[35] #prprofs
[32] social
[29] media
[28] adweek
[25] tiktok
[22] tldelrosso
[20] tiktok_us
[18] #smsports

Top Words in Tweet in G2:
[146] jeremyhl
[134] #smprofs
[133] docassar
[130] nodexl
[94] #prprofs
[91] #smle2022
[91] #smc2021
[87] michaelbathurst
[70] aejmc
[65] thartman2u

Top Words in Tweet in G3:
[290] jeremyhl
[273] docassar
[216] nodexl
[204] michaelbathurst
[150] thartman2u
[98] reutsmichael1
[95] unosmlre
[77] rootnk
[77] #smprofs
[63] mpweirdopodcast

Top Words in Tweet in G4:
[75] nodexl
[75] #smprofs
[68] jeremyhl
[65] #prprofs
[60] top
[60] hashtags
[59] docassar
[45] thartman2u
[43] michaelbathurst
[43] #smc2021

Top Words in Tweet in G5:
[17] digital
[17] communication
[17] pr
[17] focus
[16] work
[16] bamaapr
[16] two
[16] positions
[16] open
[16] public

Top Words in Tweet in G6:
[14] media
[13] social
[13] digital
[12] pr
[10] jpreprd
[9] volume
[9] issue
[9] editor
[9] bourlanddavis
[9] featuring

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

Top Words in Tweet in G8:
[4] hiring
[4] assistant
[4] professor
[4] social
[4] media
[4] digital
[4] activism
[4] focus
[4] latino
[4] studies

Top Words in Tweet in G10:
[10] #smprofs
[7] #socialmedia
[4] #prprofs
[3] good
[3] adobe
[3] analytics
[3] free
[3] students
[3] curriculum
[3] facebook

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[131] docassar,jeremyhl
[123] #smprofs,#prprofs
[96] top,hashtags
[92] #smle2022,#smc2021
[89] nodexl,jeremyhl
[84] jeremyhl,michaelbathurst
[72] jeremyhl,nodexl
[72] #aejmc2021,nodexl
[70] nodexl,kfreberg
[67] nodexl,docassar

Top Word Pairs in Tweet in G1:
[30] #smprofs,#prprofs
[27] social,media
[15] adweek,#smprofs
[13] #smprofs,#smsports
[12] fyi,#smprofs
[10] super,excited
[9] kfreberg,#smprofs
[8] fellow,#smprofs
[8] kfreberg,tldelrosso
[7] #smprofs,#frebergpr

Top Word Pairs in Tweet in G2:
[61] #smle2022,#smc2021
[57] #smprofs,#prprofs
[43] #smc2021,#smprofs
[35] docassar,jeremyhl
[30] #aejmc2021,nodexl
[29] nodexl,aejmc
[23] top,hashtags
[22] jeremyhl,docassar
[21] nodexl,kfreberg
[20] jeremyhl,thartman2u

Top Word Pairs in Tweet in G3:
[78] docassar,jeremyhl
[59] nodexl,jeremyhl
[59] jeremyhl,michaelbathurst
[51] jeremyhl,nodexl
[47] docassar,unosmlre
[44] michaelbathurst,jeremyhl
[41] nodexl,docassar
[41] jeremyhl,thartman2u
[36] nodexl,kfreberg
[34] #aejmc2021,nodexl

Top Word Pairs in Tweet in G4:
[60] top,hashtags
[22] hashtags,#smprofs
[19] nodexl,aejmc
[19] #smmm2020,#socialmedia
[18] #smprofs,#prprofs
[18] docassar,jeremyhl
[18] #socialmedia,#data
[18] #smle2022,#smc2021
[16] #smc2021,#smle2022
[16] jeremyhl,docassar

Top Word Pairs in Tweet in G5:
[17] digital,communication
[16] work,bamaapr
[16] bamaapr,two
[16] two,positions
[16] positions,open
[16] open,digital
[16] communication,pr
[16] pr,public
[16] public,affairs
[16] affairs,politics

Top Word Pairs in Tweet in G6:
[12] digital,media
[11] social,digital
[9] volume,issue
[9] issue,editor
[9] editor,bourlanddavis
[9] bourlanddavis,featuring
[9] featuring,articles
[9] articles,address
[9] address,social
[9] media,curriculum

Top Word Pairs in Tweet in G8:
[4] hiring,assistant
[4] assistant,professor
[4] professor,social
[4] social,media
[4] media,digital
[4] digital,activism
[4] activism,focus
[4] focus,latino
[4] latino,studies
[4] studies,come

Top Word Pairs in Tweet in G10:
[4] #socialmedia,#smprofs
[3] #smprofs,#prprofs
[3] adobe,analytics
[3] analytics,free
[2] good,news
[2] news,indeed
[2] indeed,#smprofs
[2] #prprofs,adobe
[2] free,profs
[2] profs,students

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@kfreberg
@aejmc_prd
@reutsmichael1
@mpweirdopodcast
@aejmc
@unosmlre

Top Mentioned in G1:
@kfreberg
@adweek
@smm_institute
@tiktok_us
@tldelrosso
@adobe
@davejorgenson
@amazon
@uofl
@smprofessors

Top Mentioned in G2:
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@aejmc_prd
@aejmc
@kfreberg
@mpweirdopodcast
@unosmlre
@nodexl

Top Mentioned in G3:
@jeremyhl
@docassar
@michaelbathurst
@thartman2u
@reutsmichael1
@rootnk
@unosmlre
@mpweirdopodcast
@kfreberg
@ccooke6685

Top Mentioned in G4:
@jeremyhl
@docassar
@thartman2u
@michaelbathurst
@aejmc_prd
@aejmc
@mpweirdopodcast
@kfreberg
@reutsmichael1
@ginaluttrell

Top Mentioned in G5:
@bamaapr
@msvandyke

Top Mentioned in G6:
@jpreprd
@bourlanddavis
@adriwall
@aejmc_prd
@ginaluttrell
@rlpgbooks
@drjamiward
@drmccollough
@gvschoolofcom

Top Mentioned in G8:
@drbeckyhayes
@isusoc
@isusoc_smacc
@ica_cat
@hctd_nca

Top Mentioned in G9:
@sukugkailash
@mainchannel_
@4evrstardancer

Top Mentioned in G10:
@podcastsincolor
@kfreberg
@niemanlab
@kimfoxwosu

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mainchannel_
@bbcnews
@cnbc
@nytimes
@fluttbot
@4evrstardancer
@politico
@cnn
@wsj

Top Tweeters in G1:
@wsj
@tjsutton12
@cynthiamn5
@verge
@reddusfoximus
@cc_chapman
@adweek
@mackcollier
@thatchristinag
@newsreputation

Top Tweeters in G2:
@bbcnews
@cnbc
@nytimes
@politico
@cnn
@ap
@michaelbathurst
@buzzfeednews
@lin_nah
@polypolilive

Top Tweeters in G3:
@fluttbot
@mjoehlerich
@shoutmgb
@developerbot_v1
@ccooke6685
@markj_ohnson
@mpweirdopodcast
@pewresearch
@thartman2u
@vivianfrancos

Top Tweeters in G4:
@twizmwhytepiece
@owhnews
@kugey
@devmy_fr
@faseidl
@medialawprof
@stineeckert
@mediatingmimi
@dominickalbano3
@drjrmarcelin

Top Tweeters in G5:
@kathalbury
@drjessmaddox
@drtprs
@betsyemmons
@brookewmckeever
@jamesonhayes
@bamaapr
@hkoverton
@olsonscholcomm
@courtneyboman

Top Tweeters in G6:
@adriwall
@drsmadden
@ginaluttrell
@rlpgbooks
@holdsworthcomm
@bourlanddavis
@drmccollough
@debbiedavispr
@gvschoolofcom
@prsaeducators

Top Tweeters in G7:
@doa
@micha
@aea
@wsja
@suz_alto
@kevinanselmo
@carriemunoz
@ma
@ta
@dmprofessors

Top Tweeters in G8:
@devinasarwatay
@ica_cat
@richardhuskey
@skhunt2
@drbeckyhayes
@isusoc
@isusoc_smacc
@hctd_nca

Top Tweeters in G9:
@mainchannel_
@4evrstardancer
@sukugkailash
@shearts_reviews

Top Tweeters in G10:
@podcastsincolor
@kimfoxwosu
@niemanlab
@tsakarestou