#SMProfs, Twitter, 6/18/2021 5:12:36 AM, 257182


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#SMProfs_2021-06-17_21-41-18.xlsx
#SMProfs_2021-06-17_21-41-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 18, 2021
Short Description:
#SMProfs via NodeXL https://bit.ly/3gLaa4S
@kfreberg
@jeremyhl
@docassar
@mpweirdopodcast
@aejmc_prd
@ginaluttrell
@thartman2u
@kimfoxwosu
@unosmlre
@michaelbathurst

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

Description:
Description
The graph represents a network of 236 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, 18 June 2021 at 04:41 UTC.

The requested start date was Friday, 18 June 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 76-day, 8-hour, 17-minute period from Thursday, 01 April 2021 at 13:20 UTC to Wednesday, 16 June 2021 at 21:38 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 : 236
Unique Edges : 438
Edges With Duplicates : 1861
Total Edges : 2299
Number of Edge Types : 5
Retweet : 265
MentionsInRetweet : 1202
Mentions : 763
Replies to : 5
Tweet : 64
Self-Loops : 70
Reciprocated Vertex Pair Ratio : 0.0967741935483871
Reciprocated Edge Ratio : 0.176470588235294
Connected Components : 9
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 223
Maximum Edges in a Connected Component : 2286
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.703518
Graph Density : 0.0134871979805265
Modularity : 0.178689
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 236 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, 18 June 2021 at 04:41 UTC.

The requested start date was Friday, 18 June 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 76-day, 8-hour, 17-minute period from Thursday, 01 April 2021 at 13:20 UTC to Wednesday, 16 June 2021 at 21:38 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:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253184
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252877

Top URLs in Tweet in G1:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254750
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[4] https://bit.ly/3urVmN
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789

Top URLs in Tweet in G2:
[2] http://karenfreberg.com/blog/frebergpr-x-brown-forman-for-fall-2021/
[2] https://twitter.com/aj_curry/status/1393214432000430092
[1] https://twitter.com/SilentWolfProd/status/1404914868973625344
[1] https://twitter.com/erinnicoleh_/status/1387933649245462541
[1] https://twitter.com/i/web/status/1392817870338469889
[1] https://www.buzzfeed.com/larryfitzmaurice/addison-rae-response-fallon-tiktok-dance-criticism
[1] https://www.socialmediatoday.com/news/snapchat-launches-new-back-to-school-resource-center-for-marketers/597758/
[1] https://twitter.com/kristenhnyhan/status/1379162534763245572
[1] https://twitter.com/Cannes_Lions/status/1379781708917190656
[1] https://www.adweek.com/performance-marketing/how-brands-and-agencies-are-navigating-relationships-during-and-coming-out-of-the-pandemic/

Top URLs in Tweet in G3:
[4] https://aejmc.us/jpre/calls-for-papers/
[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/NewhousePR/status/1389211329882431488
[1] https://twitter.com/i/web/status/1384984682845069314
[1] https://twitter.com/i/web/status/1391779101137059846
[1] https://twitter.com/bradhornpr/status/1394850932773502981
[1] https://twitter.com/i/web/status/1392918205677686784

Top URLs in Tweet in G4:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253266
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253385
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253184
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251863
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253054
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252541
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252877

Top URLs in Tweet in G5:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252687
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256789
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255119
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256265
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256671
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255861
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254751
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251772
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252877
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253581

Top URLs in Tweet in G6:
[1] https://www.washingtonpost.com/media/2021/05/26/ap-wilder-firing/
[1] https://socialmediamarketinginstitute.com.au/event/call-for-abstracts-social-media-marketing-education-research-symposium/?fbclid=IwAR3PFfAGrIERX-MeiBEuKhH6xD5r8C3d2XPMhyWSjhK7YcK12o4y_tMH7EQ
[1] https://twitter.com/NBCNews/status/1388844742134353923
[1] https://twitter.com/NotPatrick/status/1391471112584929288
[1] https://twitter.com/MissBeeBright/status/1393004119036674048
[1] https://twitter.com/MadaMasr/status/1404135226486493187
[1] https://twitter.com/jenniferfraser/status/1379449099443785728

Top URLs in Tweet in G7:
[1] https://www.politico.com/news/magazine/2021/05/26/emily-wilder-fired-ap-490892
[1] https://twitter.com/stukentapp/status/1404423440577277953

Top URLs in Tweet in G8:
[1] https://twitter.com/semrush/status/1400956535648436228
[1] https://twitter.com/i/web/status/1397934803425677325

Top Domains
Top Domains in Tweet in Entire Graph:
[215] nodexlgraphgallery.org
[69] twitter.com
[31] apnews.com
[10] socialmediatoday.com
[5] bit.ly
[4] youtube.com
[4] aejmc.us
[3] adweek.com
[3] stukent.com
[2] amazon.com

Top Domains in Tweet in G1:
[76] nodexlgraphgallery.org
[31] apnews.com
[16] twitter.com
[4] bit.ly
[3] youtube.com
[2] cnbc.com
[1] adobe.com
[1] musebycl.io
[1] go.com
[1] vox.com

Top Domains in Tweet in G2:
[31] twitter.com
[9] socialmediatoday.com
[3] adweek.com
[3] stukent.com
[2] karenfreberg.com
[1] buzzfeed.com
[1] hootsuite.com
[1] forbes.com
[1] kritik.io
[1] thedrum.com

Top Domains in Tweet in G3:
[5] twitter.com
[4] aejmc.us
[1] routledge.com

Top Domains in Tweet in G4:
[78] nodexlgraphgallery.org
[9] twitter.com
[1] adobe.com
[1] aejmc.org
[1] bit.ly

Top Domains in Tweet in G5:
[61] nodexlgraphgallery.org
[1] buzzsprout.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] washingtonpost.com
[1] com.au

Top Domains in Tweet in G7:
[1] politico.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[278] smprofs
[160] prprofs
[108] smle2022
[104] smc2021
[69] smmm2020
[64] socialmedia
[49] data
[41] pr
[29] nodexl
[18] profcon21



Top Hashtags in Tweet in G1:
[88] smprofs
[74] smc2021
[72] prprofs
[71] smle2022
[38] smmm2020
[24] socialmedia
[22] data
[20] pr
[19] nodexl
[7] rprc

Top Hashtags in Tweet in G2:
[84] smprofs
[26] prprofs
[17] profcon21
[5] smsports
[3] freberg21
[2] adobesummit
[2] frebergalums
[1] educatorssummit
[1] adobeinsiders
[1] frebergsm

Top Hashtags in Tweet in G3:
[17] prprofs
[17] smprofs
[2] aiinpr
[2] progresssu
[1] published
[1] authors
[1] author
[1] covid19
[1] aejmc21
[1] commstwitter

Top Hashtags in Tweet in G4:
[57] smprofs
[43] prprofs
[33] socialmedia
[31] smle2022
[30] smmm2020
[27] data
[26] smc2021
[21] pr
[10] uno1forall
[10] aejmcchats

Top Hashtags in Tweet in G5:
[20] smprofs
[6] smle2022
[4] smc2021
[2] truth
[2] prprofs
[1] unosmlre
[1] nodexl
[1] teamdavidcity
[1] unojmc404
[1] smm2020

Top Hashtags in Tweet in G6:
[7] smprofs
[4] socialmedia
[1] journalism
[1] misinfo
[1] tiktok
[1] jrmc2202
[1] contentcreators

Top Hashtags in Tweet in G7:
[3] smprofs
[1] journalism
[1] socialmedia
[1] profcon21

Top Hashtags in Tweet in G8:
[4] influencer
[4] digitalmarketing
[2] socialmedia
[2] smprofs
[1] highereducation
[1] socialmediaanalytics
[1] inclusive
[1] sme
[1] mikkeli
[1] finland

Top Words
Top Words in Tweet in Entire Graph:
[328] jeremyhl
[278] #smprofs
[268] docassar
[212] nodexl
[160] #prprofs
[155] thartman2u
[111] aejmc_prd
[108] #smle2022
[104] #smc2021
[100] unosmlre

Top Words in Tweet in G1:
[125] jeremyhl
[96] docassar
[88] #smprofs
[74] #smc2021
[72] #prprofs
[71] #smle2022
[69] nodexl
[57] thartman2u
[38] #smmm2020
[37] unosmlre

Top Words in Tweet in G2:
[84] #smprofs
[26] kfreberg
[26] #prprofs
[17] #profcon21
[16] social
[12] excited
[12] media
[12] stukentapp
[11] see
[10] keynote

Top Words in Tweet in G3:
[40] call
[32] aejmc_prd
[31] drsmadden
[31] special
[29] activism
[27] public
[27] relations
[24] papers
[24] teaching
[24] classroom

Top Words in Tweet in G4:
[102] jeremyhl
[91] docassar
[83] nodexl
[57] #smprofs
[52] thartman2u
[43] #prprofs
[39] aejmc_prd
[37] top
[35] unosmlre
[34] hashtags

Top Words in Tweet in G5:
[101] jeremyhl
[81] docassar
[60] nodexl
[46] thartman2u
[28] unosmlre
[24] mpweirdopodcast
[20] #smprofs
[19] ccooke6685
[19] vivianfrancos
[18] kfreberg

Top Words in Tweet in G6:
[7] #smprofs
[4] social
[4] media
[4] marketing
[4] #socialmedia
[2] ap
[2] story
[2] call
[2] abstracts
[2] education

Top Words in Tweet in G7:
[3] #smprofs

Top Words in Tweet in G8:
[5] thank
[4] kittos
[4] #influencer
[4] the_huntswoman
[4] sharing
[4] knowledge
[4] #digitalmarketing
[2] #socialmedia
[2] #smprofs
[2] suz_alto

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[126] nodexl,jeremyhl
[80] #smprofs,#prprofs
[59] jeremyhl,docassar
[54] #smle2022,#smc2021
[44] top,hashtags
[43] social,media
[42] jeremyhl,kfreberg
[39] #prprofs,#smprofs
[39] jeremyhl,nodexl
[39] jeremyhl,thartman2u

Top Word Pairs in Tweet in G1:
[46] #smle2022,#smc2021
[42] nodexl,jeremyhl
[39] #smprofs,#prprofs
[31] #smc2021,#smprofs
[26] jeremyhl,docassar
[23] social,media
[20] ap,#smle2022
[19] #smc2021,#smmm2020
[19] top,influencers
[17] docassar,mpweirdopodcast

Top Word Pairs in Tweet in G2:
[25] #smprofs,#prprofs
[11] social,media
[6] second,edition
[6] edition,sagemedia_comm
[5] week,#profcon21
[5] thank,kendra
[5] kendra,thedrum
[5] thedrum,allowing
[5] allowing,comment
[5] comment,going

Top Word Pairs in Tweet in G3:
[27] public,relations
[24] call,papers
[24] papers,teaching
[24] teaching,activism
[24] activism,public
[24] relations,classroom
[24] drsmadden,scrayton
[18] scrayton,special
[18] special,issue
[16] #prprofs,#smprofs

Top Word Pairs in Tweet in G4:
[44] nodexl,jeremyhl
[34] top,hashtags
[16] jeremyhl,docassar
[16] #smmm2020,#socialmedia
[15] #smprofs,#prprofs
[15] jeremyhl,nodexl
[15] #smc2021,#smle2022
[15] hashtags,#smprofs
[14] jeremyhl,kfreberg
[13] #prprofs,#smprofs

Top Word Pairs in Tweet in G5:
[40] nodexl,jeremyhl
[17] jeremyhl,docassar
[15] jeremyhl,kfreberg
[13] jeremyhl,thartman2u
[13] unosmlre,nodexl
[12] kfreberg,kimfoxwosu
[12] docassar,jeremyhl
[11] jeremyhl,nodexl
[11] docassar,mpweirdopodcast
[10] tweet,network

Top Word Pairs in Tweet in G6:
[4] social,media
[4] media,marketing
[2] call,abstracts
[2] abstracts,social
[2] marketing,education
[2] education,research
[2] research,symposium
[2] symposium,social
[2] marketing,institute
[2] institute,deadline

Top Word Pairs in Tweet in G8:
[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 Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jeremyhl
@docassar
@thartman2u
@aejmc_prd
@kfreberg
@mpweirdopodcast
@unosmlre
@vivianfrancos
@mjoehlerich
@nodexl

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

Top Mentioned in G2:
@kfreberg
@stukentapp
@kesutherland777
@sagemedia_comm
@thedrum
@onepeloton
@smm_institute
@silentwolfprod
@clemsonfb
@usceduau

Top Mentioned in G3:
@aejmc_prd
@drsmadden
@scrayton
@ginaluttrell
@aejmc
@adriwall
@jleecomm
@tldelrosso
@profjasmine
@jonvibe

Top Mentioned in G4:
@jeremyhl
@docassar
@thartman2u
@aejmc_prd
@vivianfrancos
@mpweirdopodcast
@unosmlre
@kfreberg
@ccooke6685
@mjoehlerich

Top Mentioned in G5:
@jeremyhl
@docassar
@thartman2u
@nodexl
@mpweirdopodcast
@unosmlre
@ccooke6685
@vivianfrancos
@kfreberg
@mjoehlerich

Top Mentioned in G6:
@ap
@vv1lder
@washingtonpost
@luvvie
@jenniferfraser
@dmx
@kimfoxwosu

Top Mentioned in G8:
@the_huntswoman
@suz_alto
@semrush
@aaltobiz
@thefemps

Top Tweeters
Top Tweeters in Entire Graph:
@mcdonalds
@cnbc
@washingtonpost
@paulwiggins
@mjoehlerich
@shoutmgb
@ap
@tomvarghesejr
@michaelbathurst
@thedrum

Top Tweeters in G1:
@cnbc
@paulwiggins
@mjoehlerich
@shoutmgb
@tomvarghesejr
@michaelbathurst
@vice
@jeremyhl
@polypolilive
@ccooke6685

Top Tweeters in G2:
@mcdonalds
@thedrum
@nbcsports
@adweek
@dakinmarketing
@thatchristinag
@kfreberg
@digiday
@todmeisner
@kdhungerford

Top Tweeters in G3:
@wunpini_fm
@drmcar
@dr_tindall
@adriwall
@unc
@martinwaxman
@abrothanamedced
@professorsan
@drsmadden
@unchussman

Top Tweeters in G4:
@mpweirdopodcast
@willthewordguy
@medialawprof
@debofficially
@aejmc
@butterflywrite
@mardrasikora
@mackert
@csw_aejmc
@nicoledahmen

Top Tweeters in G5:
@thartman2u
@kidney_boy
@b0tsci
@ingcolombo
@unomaha
@outsidelongbox
@newschannelne
@justice432100
@k
@do

Top Tweeters in G6:
@washingtonpost
@ap
@kimfoxwosu
@luvvie
@jenniferfraser
@annefmaclennan
@vv1lder
@dmx

Top Tweeters in G7:
@apa
@smprofessors
@aejmcspig
@ca
@nicolea
@twittera
@youtubea

Top Tweeters in G8:
@semrush
@the_huntswoman
@msphanlearns
@suz_alto
@aaltobiz
@thefemps


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