#SMProfs, Twitter, 9/10/2021 5:13:28 AM, 261628


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#SMProfs_2021-09-09_21-41-18.xlsx
#SMProfs_2021-09-09_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/2X9SGZK
@kfreberg
@docassar
@jeremyhl
@michaelbathurst
@thartman2u
@ginaluttrell
@tldelrosso
@aejmc_prd
@reutsmichael1
@mpweirdopodcast

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

Description:
Description
The graph represents a network of 306 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, 10 September 2021 at 04:42 UTC.

The requested start date was Friday, 10 September 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 98-day, 0-hour, 56-minute period from Tuesday, 01 June 2021 at 13:15 UTC to Tuesday, 07 September 2021 at 14:12 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 : 306
Unique Edges : 484
Edges With Duplicates : 2427
Total Edges : 2911
Number of Edge Types : 5
MentionsInRetweet : 1322
Mentions : 1132
Retweet : 306
Replies to : 24
Tweet : 127
Self-Loops : 134
Reciprocated Vertex Pair Ratio : 0.0933165195460277
Reciprocated Edge Ratio : 0.170703575547866
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 282
Maximum Edges in a Connected Component : 2895
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.629143
Graph Density : 0.0092896174863388
Modularity : 0.17749
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 306 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, 10 September 2021 at 04:42 UTC.

The requested start date was Friday, 10 September 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 98-day, 0-hour, 56-minute period from Tuesday, 01 June 2021 at 13:15 UTC to Tuesday, 07 September 2021 at 14:12 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:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259557

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.tandfonline.com/doi/full/10.1080/10646175.2021.1965927?cookieSet=1
[2] https://twitter.com/thatchristinag/status/1414968680954347520
[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

Top URLs in Tweet in G2:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261161
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259443
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[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=258473
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260764

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260261
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256348
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256423
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664

Top URLs in Tweet in G4:
[2] https://apnews.com/article/marjorie-taylor-greene-twitter-timeout-15c6de4859e3ea582b3c6e6cb80861b6
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261392
[1] https://variety.com/vip-video/social-media-stocks-weather-download-slowdown/
[1] https://twitter.com/i/web/status/1410763743198429192
[1] https://twitter.com/i/web/status/1410941298618638337
[1] https://www.vice.com/en/article/g5gd99/norway-law-forces-influencers-to-label-retouched-photos-on-instagram
[1] https://apnews.com/article/technology-europe-business-data-privacy-0f62eda2f5c20cb431ccde994f5357bd
[1] https://twitter.com/i/web/status/1421125213652234242
[1] https://www.nbcnews.com/news/us-news/virginia-covid-patient-goes-invincible-hospital-bed-vaccine-advocate-n1275876
[1] https://www.axios.com/vaccine-misinformation-social-media-tv-newspapers-facebook-ed8b23eb-444a-4701-8d17-20a63dcec6e6.html

Top URLs in Tweet in G5:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259557
[1] https://twitter.com/i/web/status/1419171829256761347
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259295
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257260
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258187
[1] https://socialmediamarketinginstitute.com.au/event/social-media-marketing-education-research-symposium/
[1] https://twitter.com/WSJ/status/1429692406241366020
[1] https://twitter.com/docassar/status/1422270990646665222
[1] https://twitter.com/NewhouseSU/status/1423433773660753922

Top URLs in Tweet in G6:
[1] https://www.rivaliq.com/blog/social-media-industry-benchmark-report/
[1] https://www.socialmediatoday.com/news/40-twitter-stats-for-2021-infographic/604699/

Top URLs in Tweet in G8:
[1] https://twitter.com/CaseyNewton/status/1431343771547959298
[1] https://twitter.com/MadaMasr/status/1404135226486493187
[1] https://www.adweek.com/social-marketing/instagram-reels-ads-roll-out-globally/?utm_source=postup&utm_medium=email&utm_campaign=MorningMediaNewsfeed_Newsletter_210618080051&lyt_id=1400308
[1] https://twitter.com/faridyfarid/status/1407226880059711495
[1] https://www.nytimes.com/2021/06/23/us/supreme-court-free-speech-cheerleader.html?campaign_id=60&emc=edit_na_20210623&instance_id=0&nl=breaking-news&ref=headline®i_id=69956647&segment_id=61477&user_id=a8d248828d771c01d04426a6be51ffa7
[1] https://www.revolt.tv/2021/6/24/22548850/black-tiktok-creators-strike-thot-shit
[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

Top URLs in Tweet in G9:
[1] https://www.tandfonline.com/eprint/CGYSRPRGAURBIGKGACSR/full?target=10.1080/10495142.2021.1953668

Top URLs in Tweet in G10:
[1] https://www.twitch.tv/drayle88

Top Domains
Top Domains in Tweet in Entire Graph:
[259] nodexlgraphgallery.org
[104] twitter.com
[38] socialmediatoday.com
[30] apnews.com
[20] adweek.com
[5] theverge.com
[4] cnbc.com
[4] sproutsocial.com
[4] tandfonline.com
[4] adobe.com

Top Domains in Tweet in G1:
[67] twitter.com
[36] socialmediatoday.com
[19] adweek.com
[4] adobe.com
[3] kritik.io
[3] sproutsocial.com
[3] tandfonline.com
[2] karenfreberg.com
[2] ampproject.org
[2] digiday.com

Top Domains in Tweet in G2:
[131] nodexlgraphgallery.org
[11] twitter.com
[1] aejmc.us

Top Domains in Tweet in G3:
[95] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G4:
[30] apnews.com
[18] nodexlgraphgallery.org
[7] twitter.com
[4] theverge.com
[3] cnbc.com
[2] co.uk
[2] routledge.com
[1] variety.com
[1] vice.com
[1] nbcnews.com

Top Domains in Tweet in G5:
[15] nodexlgraphgallery.org
[6] twitter.com
[1] com.au
[1] routledge.com
[1] gvsu.edu

Top Domains in Tweet in G6:
[1] rivaliq.com
[1] socialmediatoday.com

Top Domains in Tweet in G8:
[8] twitter.com
[1] adweek.com
[1] nytimes.com
[1] revolt.tv
[1] vox.com
[1] axios.com
[1] cjr.org

Top Domains in Tweet in G9:
[1] tandfonline.com

Top Domains in Tweet in G10:
[1] twitch.tv

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[507] smprofs
[217] prprofs
[127] smc2021
[119] smle2022
[75] socialmedia
[72] smmm2020
[66] data
[59] pr
[38] nodexl
[36] aejmc2021



Top Hashtags in Tweet in G1:
[220] smprofs
[42] prprofs
[18] smsports
[16] profcon21
[11] frebergpr
[8] smmedu
[4] smprof
[4] marketingtwitter
[3] smm
[2] nil

Top Hashtags in Tweet in G2:
[113] smprofs
[87] prprofs
[57] smle2022
[56] smc2021
[48] socialmedia
[47] smmm2020
[46] data
[45] pr
[32] aejmc2021
[32] nodexl

Top Hashtags in Tweet in G3:
[37] smprofs
[9] prprofs
[3] smc2021
[2] socialmedia
[1] unojmc404
[1] smle2022
[1] pr
[1] smmm2020
[1] rprc
[1] data

Top Hashtags in Tweet in G4:
[78] smprofs
[66] smc2021
[59] smle2022
[57] prprofs
[21] smmm2020
[13] data
[12] socialmedia
[11] pr
[5] aejmc21
[5] nodexl

Top Hashtags in Tweet in G5:
[34] smprofs
[17] prprofs
[6] smmedu
[4] aejmc21
[3] socialmedia
[3] smmm2020
[2] smle2022
[2] smc2021
[2] data
[2] pr

Top Hashtags in Tweet in G6:
[2] smprofs
[1] dmprofs

Top Hashtags in Tweet in G8:
[15] smprofs
[9] socialmedia
[4] prprofs
[1] podcasting
[1] 1sta
[1] readlater
[1] axiosmediatrends

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

Top Hashtags in Tweet in G10:
[4] cafecraft
[4] vtuber
[4] vtuberen
[4] vtuberuprising
[4] mcyt
[4] minecraft
[4] smprofs

Top Words
Top Words in Tweet in Entire Graph:
[507] #smprofs
[319] jeremyhl
[300] docassar
[268] nodexl
[217] #prprofs
[205] kfreberg
[142] aejmc_prd
[141] thartman2u
[127] #smc2021
[119] #smle2022

Top Words in Tweet in G1:
[220] #smprofs
[72] kfreberg
[42] #prprofs
[34] social
[29] media
[25] tiktok
[22] smsc
[20] excited
[19] see
[19] adweek

Top Words in Tweet in G2:
[136] jeremyhl
[135] nodexl
[116] docassar
[113] #smprofs
[87] #prprofs
[83] aejmc_prd
[70] top
[69] hashtags
[62] michaelbathurst
[58] aejmc

Top Words in Tweet in G3:
[148] docassar
[132] jeremyhl
[97] nodexl
[75] thartman2u
[54] unosmlre
[41] mpweirdopodcast
[37] #smprofs
[36] kfreberg
[33] michaelbathurst
[33] aejmc_prd

Top Words in Tweet in G4:
[78] #smprofs
[66] #smc2021
[59] #smle2022
[57] #prprofs
[27] jeremyhl
[21] nodexl
[21] #smmm2020
[20] ap
[17] unosmlre
[16] docassar

Top Words in Tweet in G5:
[34] #smprofs
[31] kfreberg
[23] jeremyhl
[21] tldelrosso
[20] docassar
[20] tiktok_us
[17] #prprofs
[15] nodexl
[11] reutsmichael1
[11] media

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

Top Words in Tweet in G7:
[7] aejmc_prd
[7] call
[7] papers
[7] teaching
[7] activism
[7] public
[7] relations
[7] classroom
[7] eds
[7] drsmadden

Top Words in Tweet in G8:
[15] #smprofs
[9] #socialmedia
[4] #prprofs
[3] good
[3] adobe
[3] analytics
[3] free
[3] students
[3] curriculum
[3] facebook

Top Words in Tweet in G10:
[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:
[121] #smprofs,#prprofs
[76] jeremyhl,docassar
[74] #smle2022,#smc2021
[71] top,hashtags
[69] nodexl,jeremyhl
[61] #smprofs,nodexl
[55] social,media
[51] nodexl,kfreberg
[50] docassar,jeremyhl
[42] #smmm2020,#socialmedia

Top Word Pairs in Tweet in G1:
[41] #smprofs,#prprofs
[28] social,media
[13] #smprofs,#smsports
[13] adweek,#smprofs
[10] second,edition
[10] kfreberg,#smprofs
[9] media,book
[9] book,smsc
[8] fyi,#smprofs
[7] fellow,#smprofs

Top Word Pairs in Tweet in G2:
[69] top,hashtags
[35] nodexl,aejmc
[34] jeremyhl,docassar
[34] hashtags,#smprofs
[32] #smprofs,nodexl
[32] nodexl,jeremyhl
[31] #smmm2020,#socialmedia
[29] #smprofs,#prprofs
[29] #socialmedia,#data
[27] #smle2022,#smc2021

Top Word Pairs in Tweet in G3:
[31] jeremyhl,docassar
[27] docassar,unosmlre
[25] nodexl,jeremyhl
[25] docassar,jeremyhl
[23] #smprofs,nodexl
[22] nodexl,kfreberg
[22] unosmlre,nodexl
[21] docassar,thartman2u
[19] docassar,mpweirdopodcast
[16] thartman2u,jeremyhl

Top Word Pairs in Tweet in G4:
[46] #smle2022,#smc2021
[40] #smprofs,#prprofs
[35] #smc2021,#smprofs
[19] ap,#smle2022
[11] social,media
[11] #smc2021,#smmm2020
[9] #smmm2020,#socialmedia
[8] #smc2021,#smle2022
[8] #socialmedia,#data
[7] #smmm2020,#smprofs

Top Word Pairs in Tweet in G5:
[9] nodexl,jeremyhl
[9] social,media
[8] jeremyhl,kfreberg
[8] kfreberg,tldelrosso
[7] kfreberg,tiktok_us
[7] tiktok_us,reutsmichael1
[7] reutsmichael1,docassar
[7] #prprofs,#smprofs
[6] #smprofs,#prprofs
[5] #smprofs,nodexl

Top Word Pairs in Tweet in G7:
[7] aejmc_prd,call
[7] call,papers
[7] papers,teaching
[7] teaching,activism
[7] activism,public
[7] public,relations
[7] relations,classroom
[7] classroom,eds
[7] eds,drsmadden
[7] drsmadden,scrayton

Top Word Pairs in Tweet in G8:
[4] #smprofs,#socialmedia
[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

Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
@tldelrosso
@kfreberg
@docassar
@thatchristinag
@don_crowther
@sourpatchkids
@vancityreynolds
@nathanallebach
@musa
@facebookapp

Top Replied-To in G1:
@tldelrosso
@kfreberg
@kesutherland777
@aviationgin
@mcdonalds
@morningbrew
@facebookapp
@musa
@nathanallebach
@vancityreynolds

Top Replied-To in G3:
@docassar

Top Replied-To in G5:
@docassar
@michaelbathurst
@kfreberg
@tiktok_us

Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@kfreberg
@aejmc_prd
@thartman2u
@mpweirdopodcast
@michaelbathurst
@unosmlre
@ginaluttrell
@reutsmichael1

Top Mentioned in G1:
@kfreberg
@adweek
@sagemedia_comm
@stukentapp
@kesutherland777
@vancityreynolds
@tiktok_us
@adobe
@amazon
@smm_institute

Top Mentioned in G2:
@jeremyhl
@docassar
@aejmc_prd
@michaelbathurst
@thartman2u
@kfreberg
@mpweirdopodcast
@aejmc
@ginaluttrell
@reutsmichael1

Top Mentioned in G3:
@jeremyhl
@docassar
@thartman2u
@mpweirdopodcast
@kfreberg
@unosmlre
@aejmc_prd
@michaelbathurst
@mjoehlerich
@ccooke6685

Top Mentioned in G4:
@jeremyhl
@ap
@nodexl
@docassar
@kfreberg
@aejmc_prd
@unosmlre
@aejmc
@mpweirdopodcast
@ginaluttrell

Top Mentioned in G5:
@kfreberg
@tldelrosso
@tiktok_us
@jeremyhl
@smm_institute
@docassar
@reutsmichael1
@ginaluttrell
@adriwall
@thartman2u

Top Mentioned in G7:
@aejmc_prd
@drsmadden
@scrayton

Top Mentioned in G8:
@podcastsincolor
@kfreberg
@niemanlab
@kimfoxwosu

Top Mentioned in G9:
@tandfonline
@momsrising
@arnova

Top Mentioned in G10:
@drayle88

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mcdonalds
@sosmcwin
@cnbc
@nytimes
@wsj
@tjsutton12
@mjoehlerich
@fluttbot
@minecraft_ssyt

Top Tweeters in G1:
@mcdonalds
@wsj
@verge
@reddusfoximus
@cc_chapman
@adweek
@thatchristinag
@dakinmarketing
@newsreputation
@sproutsocial

Top Tweeters in G2:
@fluttbot
@michaelbathurst
@owhnews
@kugey
@developerbot_v1
@scicommbot
@b0tsci
@crabb_jim
@willthewordguy
@rootnk

Top Tweeters in G3:
@mjoehlerich
@ccooke6685
@markj_ohnson
@mpweirdopodcast
@pewresearch
@thartman2u
@vivianfrancos
@nebraskasower
@albertoemachado
@_joycastro

Top Tweeters in G4:
@cnbc
@nytimes
@tjsutton12
@ap
@buzzfeednews
@polypolilive
@jeremyhl
@adage
@google
@wired

Top Tweeters in G5:
@cynthiamn5
@tiktok_us
@ingcolombo
@adriwall
@davejorgenson
@oceansprayinc
@guygolan
@tldelrosso
@ginaluttrell
@mireilleryan

Top Tweeters in G6:
@micha
@aea
@wsja
@carriemunoz
@ma
@ta
@dmprofessors
@westa
@skynewsa
@vicea

Top Tweeters in G7:
@dr_tindall
@abrothanamedced
@drsmadden
@brookewmckeever
@juliadaisypmc
@scrayton
@drchucklubbers
@broomcenter

Top Tweeters in G8:
@podcastsincolor
@kimfoxwosu
@niemanlab
@tsakarestou

Top Tweeters in G9:
@momsrising
@tandfonline
@arnova
@mptaylorprof

Top Tweeters in G10:
@sosmcwin
@minecraft_ssyt
@drayle88