#SMProfs, Twitter, 7/31/2020 4:50:16 AM, 231461


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#SMProfs_2020-07-30_21-45-36.xlsx
#SMProfs_2020-07-30_21-45-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3gfwSRt
@kfreberg
@docassar
@jeremyhl
@kimfoxwosu
@aejmc_prd
@dr_tindall
@kevinanselmo
@ginaluttrell
@drsmadden
@todmeisner

Top hashtags:
#smprofs
#prprofs
#socialmedia
#smsports
#aejmccheckin
#profcon20
#smc2021
#smmm2020
#rprc

Description:
Description
The graph represents a network of 311 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, 31 July 2020 at 04:46 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 22-hour, 11-minute period from Friday, 01 May 2020 at 01:16 UTC to Thursday, 30 July 2020 at 23:27 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 : 311
Unique Edges : 407
Edges With Duplicates : 1142
Total Edges : 1549
Number of Edge Types : 5
Replies to : 39
Mentions : 586
Retweet : 213
MentionsInRetweet : 475
Tweet : 236
Self-Loops : 245
Reciprocated Vertex Pair Ratio : 0.0889967637540453
Reciprocated Edge Ratio : 0.163447251114413
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 295
Maximum Edges in a Connected Component : 1529
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.833285
Graph Density : 0.00698060367181828
Modularity : 0.286172
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 311 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, 31 July 2020 at 04:46 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 90-day, 22-hour, 11-minute period from Friday, 01 May 2020 at 01:16 UTC to Thursday, 30 July 2020 at 23:27 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:
[14] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[14] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230320
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229945
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230160
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230138
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231069
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230459
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230450

Top URLs in Tweet in G1:
[3] https://www.socialmediatoday.com/news/instagram-is-testing-a-full-screen-stories-display-as-stories-usage-continu/580941/
[3] https://nationaltoday.com/social-media-day/
[2] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[2] https://www.socialmediatoday.com/news/facebook-launches-new-support-tools-for-smbs-in-both-facebook-and-instagram/577706/
[2] http://karenfreberg.com/blog/becoming-an-adweek-opinion-contributor/
[2] https://twitter.com/mattnavarra/status/1260891761867710465
[2] https://www.adweek.com/digital/adweek-exclusive-how-the-sports-world-united-to-honor-the-pandemics-real-heroes/
[2] https://twitter.com/meojobs/status/1263200847233769472
[2] https://www.theinformation.com/articles/zoom-in-talks-with-google-to-use-cybersecurity-service
[2] https://techcrunch.com/2020/06/04/kids-now-spend-nearly-as-much-time-watching-tiktok-as-youtube-in-u-s-u-k-and-spain/?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAAFt9Qdml0eVmPuKoX-dogsGHoFN867G4PyDR72nsKF5VxvsMWtD9NweKXikpYC2o0ixEwwVLsq-mKAyLfUdcL81AlIheSg_NoLI4lCZt3Xdl-gM69EbBYn6qJrR6XaFLfU4UZz7y0aomIJJ9OhMp98Xg_CWrHV8moYg6w1Oo_2Yi

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230320
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229945
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230450
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231069
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230138
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230459
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230750
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231053
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230760
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230949

Top URLs in Tweet in G3:
[4] https://instituteforpr.org/race-in-the-pr-classroom/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[3] https://twitter.com/beawebtweets/status/1268258191554547721
[2] https://aejmc.us/prd/2020/06/02/listen-practice-informed-compassion-act/
[2] https://twitter.com/dr_tindall/status/1269967732759564290
[2] https://create.piktochart.com/output/5383776-how-to-humanize-your-online-cl
[1] https://twitter.com/i/web/status/1271087707763195904
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[1] https://www.nytimes.com/2020/01/23/podcasts/1619-podcast.html
[1] https://twitter.com/alfredlmartin/status/1268308859090694145

Top URLs in Tweet in G4:
[14] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[13] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[1] https://twitter.com/i/web/status/1270060622999359493
[1] https://twitter.com/i/web/status/1270719909719232515
[1] https://twitter.com/Adweek/status/1276589903258714112
[1] https://twitter.com/i/web/status/1283034789436588034
[1] https://twitter.com/i/web/status/1283757038741393408
[1] https://twitter.com/i/web/status/1284578960261746689
[1] https://twitter.com/i/web/status/1286346619315773440
[1] https://twitter.com/StukentApp/status/1272564567638491138

Top URLs in Tweet in G5:
[4] https://podyssey.fm/deep-dive/id16?utm_source=Podyssey&utm_campaign=83598b4aaf-Podyssey_Pick_June_20_2020&utm_medium=email&utm_term=0_4ff99413cc-83598b4aaf-355239150
[1] https://twitter.com/businessinsider/status/1268235589448589312
[1] https://twitter.com/jsolomonReports/status/1265462985625141256
[1] https://twitter.com/dansinker/status/1267964588110295050
[1] https://twitter.com/i/web/status/1270355206799339529
[1] https://twitter.com/i/web/status/1270355432247373824
[1] https://thearabdailynews.com/2020/06/09/racist-social-media-posts-forces-one-of-minneapolis-largest-arab-groceries-to-close/
[1] https://twitter.com/WhiteRoomRadio/status/1272283978821709825
[1] https://algorithmwatch.org/en/story/instagram-algorithm-nudity/
[1] https://www.washingtonpost.com/technology/2020/06/16/whatsapp-instagram-covid-news/?utm_campaign=wp_main&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G6:
[1] https://twitter.com/meg_hartman/status/1272869502628265984

Top URLs in Tweet in G9:
[1] https://www.edx.org/course/reputation-management-in-a-digital-world

Top URLs in Tweet in G10:
[1] https://prjournal.instituteforpr.org/wp-content/uploads/Wallington_Final1_-Edited_PRJJune2020.pdf
[1] https://twitter.com/washingtonpost/status/1273125056001032192
[1] https://blog.hootsuite.com/youtube-hacks/?utm_campaign=prospect-alwayson-engagement-glo-en----engagement_prog39_july20_blogpost_youtubehacks%E2%80%94q3_2020&utm_source=nurture&utm_medium=email&utm_content=&mkt_tok=eyJpIjoiWXpBeE5qSTVOMk5pT1RsayIsInQiOiJBOHNyV09idDVFRUVYU0dxaFYrUlRuOThoXC9yWWlzTThIc1hLcFhnaXZHdWpBUE5VOFlvWnpKN28rRjRyQzdEQnFFU2pmUjNUSzYxMHFhNDk0ZTFwbEZBSnNidDFxaHgrWUhPZVRNeHhLRlwvNlY1T3NVMGp0ZVhJeWpJeTVNM1g2In0%3D
[1] https://ama.tradepub.com/free/w_sofg884/prgm.cgi#top

Top Domains
Top Domains in Tweet in Entire Graph:
[132] twitter.com
[70] nodexlgraphgallery.org
[38] socialmediatoday.com
[20] adweek.com
[17] youtube.com
[14] todmeisner.com
[11] digiday.com
[7] nytimes.com
[6] instituteforpr.org
[5] prdaily.com

Top Domains in Tweet in G1:
[94] twitter.com
[34] socialmediatoday.com
[19] adweek.com
[10] digiday.com
[5] karenfreberg.com
[4] youtube.com
[3] nytimes.com
[3] prdaily.com
[3] forbes.com
[3] nationaltoday.com

Top Domains in Tweet in G2:
[60] nodexlgraphgallery.org
[6] twitter.com
[2] blogspot.com
[2] amazon.com
[2] bitchmedia.org
[1] adweek.com
[1] socialmediatoday.com
[1] apnews.com
[1] cityam.com
[1] nytimes.com

Top Domains in Tweet in G3:
[13] twitter.com
[7] nodexlgraphgallery.org
[4] instituteforpr.org
[3] aejmc.us
[2] nytimes.com
[2] prdaily.com
[2] piktochart.com
[1] usf.edu
[1] digiday.com
[1] socialmediatoday.com

Top Domains in Tweet in G4:
[14] todmeisner.com
[13] youtube.com
[9] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[7] twitter.com
[4] podyssey.fm
[1] thearabdailynews.com
[1] algorithmwatch.org
[1] washingtonpost.com
[1] inquirer.com
[1] nytimes.com
[1] dukechronicle.com

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

Top Domains in Tweet in G9:
[1] edx.org

Top Domains in Tweet in G10:
[1] instituteforpr.org
[1] twitter.com
[1] hootsuite.com
[1] tradepub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[501] smprofs
[161] prprofs
[59] socialmedia
[42] smsports
[35] aejmccheckin
[24] profcon20
[21] smc2021
[21] smmm2020
[18] rprc
[17] frebergsm



Top Hashtags in Tweet in G1:
[272] smprofs
[44] prprofs
[18] smsports
[11] profcon20
[6] lionslive
[3] teacherappreciationweek
[3] frebergsm
[3] discoveringpr
[3] adobeeducreative
[2] lovetwitter

Top Hashtags in Tweet in G2:
[72] smprofs
[54] prprofs
[37] socialmedia
[32] aejmccheckin
[21] smc2021
[21] smmm2020
[14] rprc
[13] aejmc2020
[11] smsports
[11] frebergsm

Top Hashtags in Tweet in G3:
[68] smprofs
[60] prprofs
[5] juneteenth
[4] rprc
[4] socialmedia
[3] aejmccheckin
[3] smsports
[3] frebergsm
[3] adobesummit
[3] freberg20

Top Hashtags in Tweet in G4:
[40] smprofs
[8] smsports
[6] profcon20
[1] fomo
[1] profcon2020

Top Hashtags in Tweet in G5:
[16] smprofs
[15] socialmedia
[2] blm
[2] tiktok
[1] prprofs
[1] whatyounotgondo
[1] kareninthecomments
[1] academicwriting

Top Hashtags in Tweet in G6:
[2] smprofs

Top Hashtags in Tweet in G7:
[12] smprofs

Top Hashtags in Tweet in G8:
[2] smprofs
[1] smsports

Top Hashtags in Tweet in G9:
[2] mooc
[2] mkt2x
[1] smprofs
[1] prprofs

Top Hashtags in Tweet in G10:
[6] smprofs
[2] socialmediamanager
[2] digmarung
[1] prprofs
[1] socialmedia
[1] dmprofs

Top Words
Top Words in Tweet in Entire Graph:
[501] #smprofs
[161] #prprofs
[110] kfreberg
[92] social
[90] aejmc_prd
[82] media
[72] jeremyhl
[68] nodexl
[67] docassar
[59] #socialmedia

Top Words in Tweet in G1:
[272] #smprofs
[60] kfreberg
[44] #prprofs
[31] social
[29] tiktok
[25] media
[25] students
[22] thank
[20] pr
[20] great

Top Words in Tweet in G2:
[72] #smprofs
[65] jeremyhl
[60] nodexl
[57] docassar
[54] #prprofs
[51] aejmc_prd
[47] aejmc
[37] #socialmedia
[32] #aejmccheckin
[31] kfreberg

Top Words in Tweet in G3:
[68] #smprofs
[60] #prprofs
[36] aejmc_prd
[17] article
[16] dr_tindall
[15] pr
[13] awesome
[13] classes
[13] black
[13] online

Top Words in Tweet in G4:
[40] #smprofs
[36] social
[36] media
[28] digital
[27] marketing
[23] here's
[22] comprehensive
[22] list
[22] both
[22] free

Top Words in Tweet in G5:
[16] #smprofs
[15] #socialmedia
[9] well
[7] tiktok
[7] kimfoxwosu
[6] abt
[5] media
[4] news
[4] students
[4] thinking

Top Words in Tweet in G6:
[2] congratulations
[2] job
[2] recommend
[2] following
[2] #smprofs
[2] started
[2] kfreberg
[2] always
[2] good
[2] content

Top Words in Tweet in G7:
[12] #smprofs
[9] diversity
[9] inclusion
[9] ehornsbycomm
[8] social
[7] equity
[6] cultural
[5] culture
[5] strategic
[5] terms

Top Words in Tweet in G8:
[2] nolaagha
[2] #smprofs
[2] kfreberg

Top Words in Tweet in G9:
[2] reputation
[2] management
[2] digital
[2] world
[2] #mooc
[2] #mkt2x
[2] running
[2] again
[2] 2020
[2] timely

Top Words in Tweet in G10:
[6] #smprofs
[3] account
[3] article
[2] #socialmediamanager
[2] tweet
[2] brand
[2] instituteforpr
[2] #digmarung

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[80] social,media
[77] #prprofs,#smprofs
[52] #smprofs,#prprofs
[30] top,hashtags
[30] digital,marketing
[23] here's,comprehensive
[23] comprehensive,list
[23] list,both
[23] both,free
[23] free,paid

Top Word Pairs in Tweet in G1:
[29] #smprofs,#prprofs
[25] social,media
[14] #prprofs,#smprofs
[11] #smprofs,#smsports
[10] pr,book
[10] make,sure
[10] #smprofs,community
[8] kfreberg,#smprofs
[7] tiktok,#smprofs
[7] fyi,#smprofs

Top Word Pairs in Tweet in G2:
[27] top,hashtags
[17] #smprofs,#prprofs
[16] #prprofs,#smprofs
[15] nodexl,aejmc
[14] kimfoxwosu,aejmc_prd
[13] docassar,kimfoxwosu
[13] aejmc,nodexl
[12] #smprofs,nodexl
[12] kfreberg,docassar
[12] nodexl,unosmlre

Top Word Pairs in Tweet in G3:
[47] #prprofs,#smprofs
[8] article,read
[8] read,bookmark
[8] bookmark,#prprofs
[8] #prprofs,comms
[8] comms,profs
[8] profs,#smprofs
[8] #smprofs,article
[8] article,lack
[8] adriwall,break

Top Word Pairs in Tweet in G4:
[36] social,media
[27] digital,marketing
[22] here's,comprehensive
[22] comprehensive,list
[22] list,both
[22] both,free
[22] free,paid
[22] paid,social
[22] media,digital
[22] marketing,certifications

Top Word Pairs in Tweet in G5:
[8] #socialmedia,#smprofs
[4] thinking,abt
[4] abt,curating
[4] curating,tiktok
[4] tiktok,podcast
[4] podcast,playlist
[4] playlist,well
[4] well,podysseyapp
[4] podysseyapp,beat
[3] social,media

Top Word Pairs in Tweet in G6:
[2] congratulations,job
[2] job,recommend
[2] recommend,following
[2] following,#smprofs
[2] #smprofs,started
[2] started,kfreberg
[2] kfreberg,always
[2] always,good
[2] good,content

Top Word Pairs in Tweet in G7:
[9] diversity,inclusion
[7] inclusion,equity
[4] #smprofs,anyone
[4] anyone,interested
[4] interested,cultural
[4] cultural,politics
[4] politics,diversity
[4] equity,awareness
[4] awareness,strategic
[4] ehornsbycomm,#smprofs

Top Word Pairs in Tweet in G9:
[2] reputation,management
[2] management,digital
[2] digital,world
[2] world,#mooc
[2] #mooc,#mkt2x
[2] #mkt2x,running
[2] running,again
[2] again,2020
[2] 2020,timely
[2] timely,people

Top Word Pairs in Tweet in G10:
[2] #smprofs,#socialmediamanager
[2] tweet,brand
[2] brand,account

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@juliaemccoy
@jeremyhl
@vancityreynolds
@shalbmaier
@mkobach
@aarondinin
@getdeestweets
@fer_machado123
@natbalda

Top Replied-To in G1:
@vancityreynolds
@juliaemccoy
@kfreberg
@shalbmaier
@brianne2k
@therock
@cannes_lions
@kmatthews
@taylrn
@semrush

Top Replied-To in G2:
@jeremyhl

Top Replied-To in G3:
@kimclark1
@prsaempcomms
@feliciablow
@aejmc_prd
@dr_tindall

Top Replied-To in G4:
@kfreberg
@scottcowley

Top Replied-To in G5:
@apa_style

Top Replied-To in G8:
@nolaagha
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aejmc_prd
@jeremyhl
@docassar
@dr_tindall
@aejmc
@kimfoxwosu
@unosmlre
@ginaluttrell
@prsaeducators

Top Mentioned in G1:
@kfreberg
@sagemedia_comm
@stukentapp
@meojobs
@chipotletweets
@cannes_lions
@mjkushin
@sree
@muckrack
@smprofessors

Top Mentioned in G2:
@docassar
@aejmc_prd
@jeremyhl
@kfreberg
@aejmc
@unosmlre
@dr_tindall
@nodexl
@broomcenter
@kimfoxwosu

Top Mentioned in G3:
@aejmc_prd
@dr_tindall
@ginaluttrell
@drsmadden
@kfreberg
@prdaily
@adriwall
@prsaeducators
@kimfoxwosu
@aejmc

Top Mentioned in G4:
@moreleo
@brianne2k
@lisakuhlman
@kfreberg
@todmeisner
@wvumediacollege
@wvuimc
@warjesseagle
@scottcowley
@cannes_lions

Top Mentioned in G5:
@kimfoxwosu
@podysseyapp
@drsturg
@meredithdclark
@dr_tindall
@dradambanks
@ccartero
@tracyeverbach
@bamaproducer
@miamoodyramirez

Top Mentioned in G6:
@kfreberg
@kirkhazlett
@shonali
@profgalloway
@jurisu
@dbreakenridge
@lseimpactblog
@prprofs
@kevinanselmo

Top Mentioned in G7:
@ehornsbycomm

Top Mentioned in G8:
@pedrozov81
@lynley_ingerson
@nike
@mikenaraine

Top Mentioned in G9:
@runbeagle
@mkt2x
@katharinawolf

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@tacobell
@businessinsider
@craybo23
@nytimes
@latimes
@mjoehlerich
@ap
@dataaugmented
@forbes

Top Tweeters in G1:
@chipotletweets
@tacobell
@forbes
@garyvee
@semrush
@nascar
@chrisstrub
@espn
@mattnavarra
@arzzielmarcena

Top Tweeters in G2:
@businessinsider
@nytimes
@latimes
@ap
@dataaugmented
@jeremyhl
@cityam
@ccooke6685
@cletushusker
@mlgg2

Top Tweeters in G3:
@drmcar
@vivianfrancos
@prdaily
@dr_tindall
@frank_strong
@adriwall
@aboutrc
@abrothanamedced
@prsa
@hodakotb

Top Tweeters in G4:
@craybo23
@mjoehlerich
@carlosgil83
@djkhaled
@todmeisner
@xvetteil
@scottcowley
@warjesseagle
@marketernat
@ynwoticwhite

Top Tweeters in G5:
@dradambanks
@meredithdclark
@kimfoxwosu
@kylemiller89
@drsturg
@lobo1tomia
@ryanstraight
@brownellcassie
@apa_style
@tracyeverbach

Top Tweeters in G6:
@shonali
@dbreakenridge
@lseimpactblog
@kirkhazlett
@profgalloway
@jurisu
@kevinanselmo
@prprofs

Top Tweeters in G7:
@a_wild_acafan
@andrearumbles
@ehornsbycomm
@cheryl_r_17
@sadechronicles

Top Tweeters in G8:
@nike
@mikenaraine
@pedrozov81
@nolaagha
@lynley_ingerson

Top Tweeters in G9:
@ivendigital
@katharinawolf
@runbeagle
@mkt2x

Top Tweeters in G10:
@byronmaurice28
@carriemunoz
@aejmcspig
@colemcgowanpr