#SMProfs, Twitter, 8/13/2021 4:45:34 AM, 260057


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#SMProfs_2021-08-12_21-41-18.xlsx
#SMProfs_2021-08-12_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/2XppLRR
@kfreberg
@docassar
@jeremyhl
@thartman2u
@michaelbathurst
@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 252 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, 13 August 2021 at 04:42 UTC.

The requested start date was Friday, 13 August 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 72-day, 2-hour, 44-minute period from Tuesday, 01 June 2021 at 13:15 UTC to Thursday, 12 August 2021 at 16:00 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 : 252
Unique Edges : 415
Edges With Duplicates : 1849
Total Edges : 2264
Number of Edge Types : 5
Mentions : 910
Retweet : 237
MentionsInRetweet : 1009
Replies to : 19
Tweet : 89
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.109177215189873
Reciprocated Edge Ratio : 0.196861626248217
Connected Components : 17
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 229
Maximum Edges in a Connected Component : 2249
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.624717
Graph Density : 0.0110826535129324
Modularity : 0.188891
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 252 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, 13 August 2021 at 04:42 UTC.

The requested start date was Friday, 13 August 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 72-day, 2-hour, 44-minute period from Tuesday, 01 June 2021 at 13:15 UTC to Thursday, 12 August 2021 at 16:00 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
[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
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256348

Top URLs in Tweet in G1:
[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] 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
[2] https://www.socialmediatoday.com/news/instagram-stories-drafts-are-now-available-to-all-users/603498/
[2] https://www.adweek.com/brand-marketing/how-brands-are-grappling-with-tiktoks-comment-section/

Top URLs in Tweet in G2:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258749
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259866
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257754
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259558
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259557
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258111

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259443
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258473
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259121
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259122
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259942
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257664
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257024
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256348
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257663
[1] https://twitter.com/i/web/status/1420981640101310477

Top URLs in Tweet in G4:
[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/1423424086265540615
[1] https://twitter.com/NewhouseSU/status/1423433773660753922
[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/NewhouseSU/status/1418613411861176324
[1] https://www.gvsu.edu/soc/2021-james-w-carey-memorial-lecture-featuring-douglas-198.htm

Top URLs in Tweet in G5:
[1] https://www.rivaliq.com/blog/social-media-industry-benchmark-report/

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.cjr.org/opinion/nieman-lab-lawsuit-joshua-benton-francesca-viola.php
[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.twitch.tv/drayle88

Top URLs in Tweet in G10:
[2] https://www.thepythoncode.com/article/create-a-watchdog-in-python

Top Domains
Top Domains in Tweet in Entire Graph:
[200] nodexlgraphgallery.org
[81] twitter.com
[23] apnews.com
[21] socialmediatoday.com
[12] adweek.com
[4] theverge.com
[4] sproutsocial.com
[4] cnbc.com
[4] adobe.com
[3] kritik.io

Top Domains in Tweet in G1:
[53] twitter.com
[20] socialmediatoday.com
[11] adweek.com
[4] adobe.com
[3] kritik.io
[3] sproutsocial.com
[2] ampproject.org
[2] digiday.com
[1] karenfreberg.com
[1] fb.com

Top Domains in Tweet in G2:
[146] nodexlgraphgallery.org
[23] apnews.com
[14] twitter.com
[3] theverge.com
[3] cnbc.com
[2] co.uk
[1] variety.com
[1] vice.com
[1] nbcnews.com
[1] axios.com

Top Domains in Tweet in G3:
[53] nodexlgraphgallery.org
[5] twitter.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] com.au
[1] nodexlgraphgallery.org
[1] routledge.com
[1] gvsu.edu

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

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

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

Top Domains in Tweet in G9:
[1] twitch.tv

Top Domains in Tweet in G10:
[2] thepythoncode.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[397] smprofs
[177] prprofs
[104] smc2021
[100] smle2022
[65] socialmedia
[64] smmm2020
[59] data
[54] pr
[36] nodexl
[23] smsports



Top Hashtags in Tweet in G1:
[155] smprofs
[28] prprofs
[16] profcon21
[16] smsports
[8] smmedu
[5] frebergpr
[4] marketingtwitter
[3] smprof
[3] smm
[2] nil

Top Hashtags in Tweet in G2:
[141] smprofs
[79] prprofs
[69] smc2021
[62] smle2022
[29] smmm2020
[22] socialmedia
[21] data
[19] pr
[12] nodexl
[6] aejmc21

Top Hashtags in Tweet in G3:
[60] smprofs
[55] prprofs
[38] smle2022
[36] socialmedia
[35] smc2021
[35] smmm2020
[34] pr
[34] data
[24] nodexl
[11] aejmc21

Top Hashtags in Tweet in G4:
[21] smprofs
[11] prprofs
[5] smmedu
[3] aejmc21
[2] author
[1] foryou
[1] peso
[1] published
[1] authors
[1] pr

Top Hashtags in Tweet in G5:
[1] smprofs

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

Top Hashtags in Tweet in G8:
[11] smprofs
[6] socialmedia
[3] prprofs
[1] 1sta

Top Hashtags in Tweet in G9:
[4] cafecraft
[4] vtuber
[4] vtuberen
[4] vtuberuprising
[4] mcyt
[4] minecraft
[4] smprofs

Top Hashtags in Tweet in G10:
[4] data
[2] courses
[2] machine
[2] bigdata
[2] smprofs
[2] ai
[1] ml
[1] artificialintelligence
[1] machinelearning

Top Words
Top Words in Tweet in Entire Graph:
[397] #smprofs
[255] jeremyhl
[250] docassar
[209] nodexl
[180] kfreberg
[177] #prprofs
[119] thartman2u
[116] aejmc_prd
[104] #smc2021
[100] #smle2022

Top Words in Tweet in G1:
[155] #smprofs
[54] kfreberg
[28] #prprofs
[27] social
[23] media
[16] #profcon21
[16] excited
[16] #smsports
[15] tiktok
[15] see

Top Words in Tweet in G2:
[206] docassar
[203] jeremyhl
[152] nodexl
[141] #smprofs
[92] thartman2u
[80] kfreberg
[79] #prprofs
[70] aejmc_prd
[69] #smc2021
[68] mpweirdopodcast

Top Words in Tweet in G3:
[60] #smprofs
[56] nodexl
[55] #prprofs
[48] jeremyhl
[44] top
[44] hashtags
[43] docassar
[38] #smle2022
[37] aejmc_prd
[36] #socialmedia

Top Words in Tweet in G4:
[22] kfreberg
[21] #smprofs
[18] tldelrosso
[13] tiktok_us
[11] #prprofs
[9] media
[9] adriwall
[8] smm_institute
[8] social
[7] use

Top Words in Tweet in G5:
[2] data

Top Words in Tweet in G6:
[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:
[11] #smprofs
[6] #socialmedia
[3] #prprofs
[3] adobe
[3] analytics
[3] free
[3] students
[3] curriculum
[2] icymi
[2] tiktok

Top Words in Tweet in G9:
[4] live
[4] time
[4] #cafecraft
[4] lore
[4] #vtuber
[4] #vtuberen
[4] #vtuberuprising
[4] #mcyt
[4] #minecraft
[4] #smprofs

Top Words in Tweet in G10:
[4] #data
[2] create
[2] watchdog
[2] python
[2] featured
[2] #courses
[2] #machine
[2] #bigdata
[2] #smprofs
[2] #ai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] #smprofs,#prprofs
[76] jeremyhl,docassar
[61] #smle2022,#smc2021
[59] #smprofs,nodexl
[57] top,hashtags
[54] nodexl,jeremyhl
[49] nodexl,kfreberg
[46] social,media
[41] #smmm2020,#socialmedia
[41] docassar,mpweirdopodcast

Top Word Pairs in Tweet in G1:
[27] #smprofs,#prprofs
[22] social,media
[11] #smprofs,#smsports
[9] kfreberg,#smprofs
[7] super,excited
[6] edition,sagemedia_comm
[6] adweek,#smprofs
[6] second,edition
[5] week,#profcon21
[5] #smprofs,teach

Top Word Pairs in Tweet in G2:
[59] jeremyhl,docassar
[47] #smprofs,nodexl
[44] nodexl,jeremyhl
[43] #smle2022,#smc2021
[41] #smprofs,#prprofs
[40] nodexl,kfreberg
[34] docassar,mpweirdopodcast
[32] docassar,jeremyhl
[30] kfreberg,jeremyhl
[29] mpweirdopodcast,aejmc_prd

Top Word Pairs in Tweet in G3:
[44] top,hashtags
[26] #smmm2020,#socialmedia
[22] hashtags,#smprofs
[21] #socialmedia,#data
[18] #smle2022,#smc2021
[17] jeremyhl,docassar
[17] #smprofs,#prprofs
[14] #prprofs,#smprofs
[14] aejmc,nodexl
[14] nodexl,aejmc

Top Word Pairs in Tweet in G4:
[8] kfreberg,tldelrosso
[7] social,media
[6] #prprofs,#smprofs
[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 G6:
[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:
[3] #socialmedia,#smprofs
[3] #smprofs,#socialmedia
[3] adobe,analytics
[3] analytics,free
[2] good,news
[2] news,indeed
[2] indeed,#smprofs
[2] #smprofs,#prprofs
[2] #prprofs,adobe
[2] free,profs

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[2] create,watchdog
[2] watchdog,python
[2] python,featured
[2] featured,#courses
[2] #courses,#machine
[2] #machine,#data
[2] #data,#data
[2] #data,#bigdata
[2] #bigdata,#smprofs
[2] #smprofs,#ai

Top Replied-To
Top Replied-To in Entire Graph:
@tldelrosso
@docassar
@kfreberg
@vancityreynolds
@nathanallebach
@musa
@facebookapp
@thatchristinag
@morningbrew
@mcdonalds

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

Top Replied-To in G2:
@docassar
@michaelbathurst

Top Replied-To in G4:
@kfreberg
@tiktok_us

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

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

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

Top Mentioned in G3:
@jeremyhl
@docassar
@aejmc_prd
@thartman2u
@mpweirdopodcast
@kfreberg
@michaelbathurst
@ginaluttrell
@aejmc
@unosmlre

Top Mentioned in G4:
@kfreberg
@tldelrosso
@smm_institute
@tiktok_us
@adriwall
@ginaluttrell
@davejorgenson
@jleecomm
@profjasmine
@jonvibe

Top Mentioned in G6:
@aejmc_prd
@drsmadden
@scrayton

Top Mentioned in G7:
@tandfonline
@momsrising
@arnova

Top Mentioned in G8:
@niemanlab
@kfreberg
@kimfoxwosu

Top Mentioned in G9:
@drayle88

Top Mentioned in G10:
@geekyhumans

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mcdonalds
@sosmcwin
@cnbc
@wsj
@tjsutton12
@mjoehlerich
@ap
@minecraft_ssyt
@cynthiamn5

Top Tweeters in G1:
@mcdonalds
@wsj
@tjsutton12
@verge
@reddusfoximus
@cc_chapman
@adweek
@thatchristinag
@dakinmarketing
@newsreputation

Top Tweeters in G2:
@cnbc
@mjoehlerich
@ap
@michaelbathurst
@jeremyhl
@polypolilive
@adage
@ccooke6685
@google
@wired

Top Tweeters in G3:
@owhnews
@willthewordguy
@medialawprof
@debofficially
@aejmc
@butterflywrite
@stineeckert
@omarjimenez
@mardrasikora
@newhousesu

Top Tweeters in G4:
@cynthiamn5
@tiktok_us
@adriwall
@davejorgenson
@oceansprayinc
@tldelrosso
@ginaluttrell
@mireilleryan
@rlpgbooks
@mingjohanson

Top Tweeters in G5:
@micha
@aea
@wsja
@carriemunoz
@ma
@ta
@skynewsa
@westa
@youtubea
@vicea

Top Tweeters in G6:
@dr_tindall
@abrothanamedced
@drsmadden
@brookewmckeever
@juliadaisypmc
@scrayton
@drchucklubbers
@broomcenter

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

Top Tweeters in G8:
@kimfoxwosu
@niemanlab
@tsakarestou

Top Tweeters in G9:
@sosmcwin
@minecraft_ssyt
@drayle88

Top Tweeters in G10:
@chidambara09
@geekyhumans


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