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#SMProfs_2020-07-16_21-45-36.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 17, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3hbzNuv
@kfreberg
@docassar
@kimfoxwosu
@aejmc_prd
@jeremyhl
@dr_tindall
@kevinanselmo
@ginaluttrell
@drsmadden
@prsaeducators

Top hashtags:
#smprofs
#prprofs
#socialmedia
#smsports
#aejmccheckin
#profcon20
#frebergsm
#smmm2020

Description:
Description
The graph represents a network of 281 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, 17 July 2020 at 04:45 UTC.

The requested start date was Friday, 17 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 76-day, 17-hour, 47-minute period from Friday, 01 May 2020 at 01:16 UTC to Thursday, 16 July 2020 at 19:04 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 : 281
Unique Edges : 361
Edges With Duplicates : 929
Total Edges : 1290
Number of Edge Types : 5
Retweet : 198
MentionsInRetweet : 413
Mentions : 433
Replies to : 36
Tweet : 210
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.0948905109489051
Reciprocated Edge Ratio : 0.173333333333333
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 267
Maximum Edges in a Connected Component : 1273
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.844054
Graph Density : 0.00762582613116421
Modularity : 0.297587
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 281 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, 17 July 2020 at 04:45 UTC.

The requested start date was Friday, 17 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 76-day, 17-hour, 47-minute period from Friday, 01 May 2020 at 01:16 UTC to Thursday, 16 July 2020 at 19:04 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://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[10] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[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=230459
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230450
[4] https://instituteforpr.org/race-in-the-pr-classroom/

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:
[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
[3] https://aejmc.us/prd/2020/06/02/listen-practice-informed-compassion-act/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230320
[2] https://twitter.com/dr_tindall/status/1269967732759564290
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230459
[2] https://create.piktochart.com/output/5383776-how-to-humanize-your-online-cl
[1] https://twitter.com/i/web/status/1271087707763195904
[1] https://www.bitchmedia.org/article/white-makeup-artists-i-cant-breathe-george-floyd?utm_medium=email&utm_source=engagingnetworks&utm_campaign=BMAIL+6.24.2020&utm_content=B-Mail+6.24.2020+B

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229945
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230320
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230138
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230450
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230352
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230160
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229169
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229546
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230459

Top URLs in Tweet in G4:
[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 G5:
[13] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[10] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[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/StukentApp/status/1272564567638491138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230160
[1] https://twitter.com/i/web/status/1256029745185202177

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

Top URLs in Tweet in G9:
[1] https://www.stukent.com/appreciation-2020/
[1] https://kingsumo.com/g/rsjitt/stukents-2020-teacher-appreciation-week-giveaway-day-1/3orxg7v

Top URLs in Tweet in G10:
[1] https://www.edx.org/course/reputation-management-in-a-digital-world

Top Domains
Top Domains in Tweet in Entire Graph:
[121] twitter.com
[51] nodexlgraphgallery.org
[32] socialmediatoday.com
[17] youtube.com
[15] adweek.com
[10] todmeisner.com
[9] digiday.com
[6] instituteforpr.org
[6] nytimes.com
[5] karenfreberg.com

Top Domains in Tweet in G1:
[88] twitter.com
[29] socialmediatoday.com
[15] adweek.com
[8] digiday.com
[5] karenfreberg.com
[4] youtube.com
[3] nytimes.com
[3] forbes.com
[3] nationaltoday.com
[2] gotowebinar.com

Top Domains in Tweet in G2:
[13] twitter.com
[11] nodexlgraphgallery.org
[4] aejmc.us
[4] instituteforpr.org
[2] nytimes.com
[2] prdaily.com
[2] piktochart.com
[1] bitchmedia.org
[1] usf.edu
[1] digiday.com

Top Domains in Tweet in G3:
[37] nodexlgraphgallery.org
[4] twitter.com
[2] blogspot.com
[1] tandfonline.com
[1] bitchmedia.org
[1] amazon.com

Top Domains in Tweet in G4:
[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 G5:
[13] youtube.com
[10] todmeisner.com
[7] twitter.com
[1] nodexlgraphgallery.org

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

Top Domains in Tweet in G9:
[1] stukent.com
[1] kingsumo.com

Top Domains in Tweet in G10:
[1] edx.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[444] smprofs
[133] prprofs
[48] socialmedia
[35] smsports
[26] aejmccheckin
[21] profcon20
[14] frebergsm
[13] smmm2020
[12] rprc
[10] adobesummit



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

Top Hashtags in Tweet in G2:
[69] smprofs
[60] prprofs
[6] socialmedia
[6] juneteenth
[4] rprc
[3] aejmc20
[3] bigdata
[3] aejmccheckin
[3] smsports
[3] frebergsm

Top Hashtags in Tweet in G3:
[40] smprofs
[28] prprofs
[24] socialmedia
[23] aejmccheckin
[13] smmm2020
[9] smc2021
[8] smsports
[8] frebergsm
[8] covid
[8] rprc

Top Hashtags in Tweet in G4:
[16] smprofs
[15] socialmedia
[2] blm
[2] tiktok
[1] prprofs
[1] whatyounotgondo
[1] kareninthecomments
[1] academicwriting

Top Hashtags in Tweet in G5:
[34] smprofs
[6] profcon20
[4] smsports
[1] fomo
[1] profcon2020

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] smprofs
[1] twitter
[1] salescalls
[1] teacherappreciationweek

Top Hashtags in Tweet in G10:
[2] mooc
[2] mkt2x
[1] smprofs
[1] prprofs

Top Words
Top Words in Tweet in Entire Graph:
[444] #smprofs
[133] #prprofs
[97] kfreberg
[74] social
[69] aejmc_prd
[65] media
[52] jeremyhl
[52] docassar
[49] nodexl
[48] #socialmedia

Top Words in Tweet in G1:
[252] #smprofs
[57] kfreberg
[42] #prprofs
[27] tiktok
[27] social
[22] media
[22] students
[21] thank
[20] pr
[19] great

Top Words in Tweet in G2:
[69] #smprofs
[60] #prprofs
[41] aejmc_prd
[18] dr_tindall
[17] article
[16] ginaluttrell
[16] pr
[15] aejmc
[15] black
[14] classes

Top Words in Tweet in G3:
[41] jeremyhl
[40] #smprofs
[37] nodexl
[37] docassar
[28] #prprofs
[25] aejmc_prd
[24] #socialmedia
[24] aejmc
[23] #aejmccheckin
[18] unosmlre

Top Words in Tweet in G4:
[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 G5:
[34] #smprofs
[29] social
[29] media
[22] digital
[21] marketing
[17] here's
[16] comprehensive
[16] list
[16] both
[16] free

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] students
[2] #smprofs

Top Words in Tweet in G10:
[2] reputation
[2] management
[2] digital
[2] world
[2] #mooc
[2] #mkt2x
[2] running
[2] again
[2] 2020
[2] timely

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] #prprofs,#smprofs
[63] social,media
[42] #smprofs,#prprofs
[23] digital,marketing
[21] top,hashtags
[16] kimfoxwosu,aejmc_prd
[16] here's,comprehensive
[16] comprehensive,list
[16] list,both
[16] both,free

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

Top Word Pairs in Tweet in G2:
[46] #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 G3:
[18] top,hashtags
[12] nodexl,jeremyhl
[8] unosmlre,nodexl
[8] nodexl,kfreberg
[8] #smprofs,#prprofs
[8] jeremyhl,ccooke6685
[8] #smc2021,#smmm2020
[8] aejmc,aejmc_prd
[8] #prprofs,#smprofs
[7] #aejmccheckin,#socialmedia

Top Word Pairs in Tweet in G4:
[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 G5:
[29] social,media
[21] digital,marketing
[16] here's,comprehensive
[16] comprehensive,list
[16] list,both
[16] both,free
[16] free,paid
[16] paid,social
[16] media,digital
[16] marketing,certifications

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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@juliaemccoy
@jeremyhl
@vancityreynolds
@fer_machado123
@natbalda
@kesutherland777
@chipotletweets
@ehornsbycomm
@mkobach

Top Replied-To in G1:
@vancityreynolds
@juliaemccoy
@fer_machado123
@brianne2k
@therock
@cannes_lions
@kmatthews
@taylrn
@semrush
@garyvee

Top Replied-To in G2:
@kimclark1
@prsaempcomms
@feliciablow
@aejmc_prd
@dr_tindall

Top Replied-To in G3:
@jeremyhl

Top Replied-To in G4:
@apa_style

Top Replied-To in G5:
@kfreberg
@scottcowley

Top Replied-To in G8:
@nolaagha
@kfreberg

Top Replied-To in G9:
@kfreberg

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

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

Top Mentioned in G2:
@aejmc_prd
@dr_tindall
@ginaluttrell
@kfreberg
@drsmadden
@aejmc
@jeremyhl
@prdaily
@prsaeducators
@docassar

Top Mentioned in G3:
@docassar
@jeremyhl
@aejmc_prd
@kfreberg
@aejmc
@unosmlre
@nodexl
@dr_tindall
@kimfoxwosu
@mlgg2

Top Mentioned in G4:
@kimfoxwosu
@podysseyapp
@drsturg
@meredithdclark
@dr_tindall
@dradambanks
@ccartero
@tracyeverbach
@bamaproducer
@miamoodyramirez

Top Mentioned in G5:
@moreleo
@brianne2k
@lisakuhlman
@kfreberg
@todmeisner
@warjesseagle
@scottcowley
@cannes_lions
@docassar
@kimfoxwosu

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:
@therock
@vancityreynolds
@uncfsu
@stukent

Top Mentioned in G10:
@runbeagle
@mkt2x
@katharinawolf

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@tacobell
@businessinsider
@craybo23
@mjoehlerich
@ap
@dataaugmented
@forbes
@carlosgil83
@garyvee

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

Top Tweeters in G2:
@dataaugmented
@drmcar
@vivianfrancos
@prdaily
@dr_tindall
@frank_strong
@adriwall
@aboutrc
@aejmc
@abrothanamedced

Top Tweeters in G3:
@businessinsider
@ap
@jeremyhl
@ccooke6685
@cletushusker
@mlgg2
@tiktok_us
@nebraskasower
@realdonaldtrump
@michael91693258

Top Tweeters in G4:
@dradambanks
@meredithdclark
@kimfoxwosu
@kylemiller89
@drsturg
@lobo1tomia
@ryanstraight
@brownellcassie
@apa_style
@tracyeverbach

Top Tweeters in G5:
@craybo23
@mjoehlerich
@carlosgil83
@djkhaled
@todmeisner
@xvetteil
@scottcowley
@warjesseagle
@marketernat
@ynwoticwhite

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:
@therock
@uncfsu
@suz_alto
@vancityreynolds
@stukent

Top Tweeters in G10:
@ivendigital
@katharinawolf
@runbeagle
@mkt2x


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