#SMProfs, Twitter, 7/3/2020 6:28:49 AM, 230160


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#SMProfs_2020-07-02_21-45-36.xlsx
#SMProfs_2020-07-02_21-45-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 03, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3dT0NNi
@kfreberg
@docassar
@kimfoxwosu
@aejmc_prd
@jeremyhl
@dr_tindall
@lisakuhlman
@kevinanselmo
@drsmadden
@aejmc

Top hashtags:
#smprofs
#prprofs
#socialmedia
#aejmccheckin
#smsports
#profcon20
#frebergsm
#adobesummit
#freberg20

Description:
Description
The graph represents a network of 303 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, 03 July 2020 at 04:45 UTC.

The requested start date was Friday, 03 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 92-day, 5-hour, 45-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 02 July 2020 at 19:26 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 : 303
Unique Edges : 331
Edges With Duplicates : 897
Total Edges : 1228
Number of Edge Types : 5
Retweet : 210
MentionsInRetweet : 372
Mentions : 379
Replies to : 41
Tweet : 226
Self-Loops : 235
Reciprocated Vertex Pair Ratio : 0.0852713178294574
Reciprocated Edge Ratio : 0.157142857142857
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 285
Maximum Edges in a Connected Component : 1208
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.88945
Graph Density : 0.00611981727974122
Modularity : 0.316804
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 303 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, 03 July 2020 at 04:45 UTC.

The requested start date was Friday, 03 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 92-day, 5-hour, 45-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 02 July 2020 at 19:26 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

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[6] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[6] https://www.talkwalker.com/covid-19-resources
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229945
[4] https://instituteforpr.org/race-in-the-pr-classroom/
[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
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225155
[3] https://www.socialmediatoday.com/news/instagram-is-testing-a-full-screen-stories-display-as-stories-usage-continu/580941/

Top URLs in Tweet in G1:
[6] https://www.talkwalker.com/covid-19-resources
[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] http://karenfreberg.com/blog/how-to-be-successful-in-zoom-class-client-presentations/?preview_id=6893&preview_nonce=4696b41422&preview=true&_thumbnail_id=6894
[2] http://karenfreberg.com/blog/how-to-be-successful-in-zoom-class-client-presentations/
[2] https://sproutsocial.com/insights/covid19-social-media-changes/
[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

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229945
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225152
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225155
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229169
[3] https://aejmc.us/prd/2020/06/02/listen-practice-informed-compassion-act/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229546
[2] 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
[2] https://twitter.com/beawebtweets/status/1268258191554547721

Top URLs in Tweet in G3:
[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/i/web/status/1247948219755171843
[1] https://www.npr.org/2020/03/30/823724463/facebook-pledges-100-million-to-aid-news-outlets-hit-hard-by-pandemic
[1] http://english.ahram.org.eg/News/367960.aspx
[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/

Top URLs in Tweet in G4:
[4] https://instituteforpr.org/race-in-the-pr-classroom/
[2] https://create.piktochart.com/output/5383776-how-to-humanize-your-online-cl
[1] https://twitter.com/i/web/status/1271087707763195904
[1] https://twitter.com/beawebtweets/status/1268258191554547721
[1] https://twitter.com/PRSA/status/1268616017187491841
[1] https://twitter.com/i/web/status/1249892674234171392
[1] https://twitter.com/i/web/status/1253024945468313607
[1] https://twitter.com/dr_tindall/status/1269967732759564290

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

[6] 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/StukentApp/status/1272564567638491138
[1] https://twitter.com/i/web/status/1256029745185202177

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1249736933439307777

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1275057188952834049
[1] https://twitter.com/i/web/status/1248308878980403202
[1] https://rowenawinkler.com/2019/06/15/a-confession-letter-to-the-academy/
[1] https://twitter.com/drsmadden/status/1268577954562539520

Top URLs in Tweet in G8:
[1] https://twitter.com/meg_hartman/status/1272869502628265984

Top URLs in Tweet in G10:
[1] https://www.stukent.com/appreciation-2020/
[1] https://kingsumo.com/g/rsjitt/stukents-2020-teacher-appreciation-week-giveaway-day-1/3orxg7v

Top Domains
Top Domains in Tweet in Entire Graph:
[140] twitter.com
[38] nodexlgraphgallery.org
[35] socialmediatoday.com
[18] youtube.com
[12] adweek.com
[10] digiday.com
[9] karenfreberg.com
[6] instituteforpr.org
[6] todmeisner.com
[6] talkwalker.com

Top Domains in Tweet in G1:
[93] twitter.com
[32] socialmediatoday.com
[12] adweek.com
[9] karenfreberg.com
[9] digiday.com
[6] talkwalker.com
[5] youtube.com
[5] hootsuite.com
[4] sproutsocial.com
[3] forbes.com

Top Domains in Tweet in G2:
[37] nodexlgraphgallery.org
[19] twitter.com
[3] aejmc.us
[2] paper.li
[2] bitchmedia.org
[2] nytimes.com
[1] prdaily.com
[1] usf.edu
[1] socialmediatoday.com
[1] digiday.com

Top Domains in Tweet in G3:
[7] twitter.com
[4] podyssey.fm
[1] npr.org
[1] org.eg
[1] thearabdailynews.com
[1] algorithmwatch.org
[1] washingtonpost.com
[1] inquirer.com
[1] nytimes.com

Top Domains in Tweet in G4:
[6] twitter.com
[4] instituteforpr.org
[2] piktochart.com

Top Domains in Tweet in G5:
[13] youtube.com
[6] todmeisner.com
[5] twitter.com

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

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

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

Top Domains in Tweet in G10:
[1] stukent.com
[1] kingsumo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[456] smprofs
[152] prprofs
[39] socialmedia
[34] aejmccheckin
[31] smsports
[17] profcon20
[13] frebergsm
[10] adobesummit
[9] freberg20
[7] smc2021



Top Hashtags in Tweet in G1:
[267] smprofs
[58] prprofs
[20] smsports
[11] profcon20
[6] frebergsm
[6] lionslive
[4] adobesummit
[3] freberg20
[3] discoveringpr
[3] adobeeducreative

Top Hashtags in Tweet in G2:
[71] smprofs
[53] prprofs
[33] aejmccheckin
[17] socialmedia
[7] smc2021
[7] smsports
[7] frebergsm
[7] covid
[6] smmm2020
[6] sm

Top Hashtags in Tweet in G3:
[19] smprofs
[17] socialmedia
[6] prprofs
[2] blm
[2] tiktok
[1] whatyounotgondo
[1] kareninthecomments
[1] academicwriting

Top Hashtags in Tweet in G4:
[19] smprofs
[18] prprofs
[4] rprc
[1] prsaea
[1] aejmccheckin
[1] homeschooling
[1] grading

Top Hashtags in Tweet in G5:
[29] smprofs
[6] profcon20
[2] smsports
[1] fomo
[1] profcon2020

Top Hashtags in Tweet in G6:
[17] smprofs
[3] prprofs
[1] maythefourthbewithyou

Top Hashtags in Tweet in G7:
[12] prprofs
[12] smprofs
[2] juneteenth
[1] decorporatizethecurriculum

Top Hashtags in Tweet in G8:
[2] smprofs

Top Hashtags in Tweet in G9:
[2] smprofs
[1] smsports

Top Hashtags in Tweet in G10:
[2] smprofs
[1] twitter
[1] salescalls
[1] teacherappreciationweek

Top Words
Top Words in Tweet in Entire Graph:
[456] #smprofs
[152] #prprofs
[99] kfreberg
[82] social
[74] aejmc_prd
[73] media
[55] great
[48] jeremyhl
[39] #socialmedia
[38] aejmc

Top Words in Tweet in G1:
[267] #smprofs
[69] kfreberg
[58] #prprofs
[38] great
[37] social
[31] media
[26] tiktok
[23] students
[21] pr
[20] #smsports

Top Words in Tweet in G2:
[71] #smprofs
[57] aejmc_prd
[53] #prprofs
[48] jeremyhl
[35] nodexl
[35] aejmc
[33] #aejmccheckin
[21] kfreberg
[20] docassar
[17] #socialmedia

Top Words in Tweet in G3:
[19] #smprofs
[17] #socialmedia
[9] well
[8] kimfoxwosu
[6] #prprofs
[5] news
[5] media
[4] thinking
[4] abt
[4] curating

Top Words in Tweet in G4:
[19] #smprofs
[18] #prprofs
[14] article
[10] online
[9] dr_tindall
[8] aejmc_prd
[8] great
[7] read
[7] bookmark
[7] comms

Top Words in Tweet in G5:
[29] #smprofs
[23] social
[23] media
[16] digital
[15] marketing
[13] moreleo
[13] teach
[13] school
[13] brianne2k
[13] full

Top Words in Tweet in G6:
[17] #smprofs
[10] ehornsbycomm
[9] diversity
[9] inclusion
[8] social
[7] equity
[6] cultural
[5] culture
[5] strategic
[5] terms

Top Words in Tweet in G7:
[12] #prprofs
[12] #smprofs
[8] aejmc_prd
[8] drsmadden
[6] one
[6] year
[5] awesome
[5] racial
[5] justice
[5] issues

Top Words in Tweet in G8:
[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 G9:
[2] nolaagha
[2] #smprofs
[2] kfreberg

Top Words in Tweet in G10:
[2] students
[2] #smprofs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[77] #prprofs,#smprofs
[69] social,media
[59] #smprofs,#prprofs
[17] digital,marketing
[16] #socialmedia,#smprofs
[16] teach,social
[14] top,hashtags
[14] nodexl,aejmc
[14] aejmc,aejmc_prd
[14] media,school

Top Word Pairs in Tweet in G1:
[45] #smprofs,#prprofs
[31] social,media
[13] #prprofs,#smprofs
[12] #smprofs,#smsports
[11] make,sure
[11] pr,book
[10] fyi,#smprofs
[8] super,impressed
[8] kfreberg,#smprofs
[7] covid,19

Top Word Pairs in Tweet in G2:
[41] #prprofs,#smprofs
[14] top,hashtags
[14] nodexl,aejmc
[14] aejmc,aejmc_prd
[8] aejmc_prd,aejmc_ctm
[8] aejmc_ctm,jeremyhl
[8] nodexl,jeremyhl
[8] jeremyhl,ccooke6685
[7] data,nodexl
[7] nodexl,kfreberg

Top Word Pairs in Tweet in G3:
[10] #socialmedia,#smprofs
[6] #smprofs,#prprofs
[4] thinking,abt
[4] abt,curating
[4] curating,tiktok
[4] tiktok,podcast
[4] podcast,playlist
[4] playlist,well
[4] well,podysseyapp
[4] podysseyapp,beat

Top Word Pairs in Tweet in G4:
[11] #prprofs,#smprofs
[7] article,read
[7] read,bookmark
[7] bookmark,#prprofs
[7] #prprofs,comms
[7] comms,profs
[7] profs,#smprofs
[7] #smprofs,article
[7] article,lack
[6] dr_tindall,article

Top Word Pairs in Tweet in G5:
[23] social,media
[15] digital,marketing
[13] teach,social
[13] media,school
[13] school,brianne2k
[13] brianne2k,full
[13] full,episode
[12] moreleo,teach
[12] episode,#smprofs
[11] #smprofs,#smp

Top Word Pairs in Tweet in G6:
[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 G7:
[11] #prprofs,#smprofs
[5] racial,justice
[5] justice,issues
[5] thank,drsmadden
[5] drsmadden,allyship
[5] allyship,friendship
[5] friendship,here's
[5] here's,another
[5] another,one
[5] one,written

Top Word Pairs in Tweet in G8:
[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 Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@kesutherland777
@chipotletweets
@juliaemccoy
@jeremyhl
@vancityreynolds
@aejmc_prd
@natbalda
@ehornsbycomm
@mkobach

Top Replied-To in G1:
@chipotletweets
@vancityreynolds
@juliaemccoy
@kesutherland777
@wadds
@brianne2k
@therock
@cannes_lions
@taylorlorenz
@kmatthews

Top Replied-To in G2:
@jeremyhl
@kimclark1
@prsaempcomms
@aejmc_prd

Top Replied-To in G3:
@apa_style

Top Replied-To in G4:
@feliciablow

Top Replied-To in G5:
@kfreberg
@scottcowley

Top Replied-To in G6:
@kfreberg

Top Replied-To in G7:
@aejmc_prd
@dr_tindall

Top Replied-To in G9:
@nolaagha
@kfreberg

Top Replied-To in G10:
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aejmc_prd
@jeremyhl
@aejmc
@dr_tindall
@docassar
@kimfoxwosu
@nodexl
@sagemedia_comm
@brianne2k

Top Mentioned in G1:
@kfreberg
@sagemedia_comm
@stukentapp
@chipotletweets
@meojobs
@adobe
@talkwalker
@mjkushin
@cannes_lions
@agorapulse

Top Mentioned in G2:
@aejmc_prd
@jeremyhl
@aejmc
@kfreberg
@docassar
@nodexl
@aejmc_lawp
@ginaluttrell
@unosmlre
@kimfoxwosu

Top Mentioned in G3:
@kimfoxwosu
@podysseyapp
@jack
@drsturg
@meredithdclark
@dr_tindall
@dradambanks
@ccartero
@tracyeverbach
@bamaproducer

Top Mentioned in G4:
@dr_tindall
@aejmc_prd
@prsaeducators
@prsaempcomms
@drsmadden
@kellybruhn
@magicalpr
@prsacorpcomms
@djacksoncod
@gallicano

Top Mentioned in G5:
@moreleo
@brianne2k
@todmeisner
@lisakuhlman
@warjesseagle
@carlosgil83
@djkhaled
@scottcowley
@cannes_lions

Top Mentioned in G6:
@ehornsbycomm
@kesutherland777
@natbalda
@carolynmaekim
@ekinsky
@mjkushin
@linhumphrey
@brianne2k
@geahpressgrove
@kennesawprssa

Top Mentioned in G7:
@drsmadden
@aejmc_prd
@rbwinklerphd
@zotero
@dr_tindall
@alevenshus

Top Mentioned in G8:
@kfreberg
@kevinanselmo
@kirkhazlett
@shonali
@profgalloway
@jurisu
@dbreakenridge
@lseimpactblog
@prprofs

Top Mentioned in G9:
@pedrozov81
@lynley_ingerson
@nike
@mikenaraine

Top Mentioned in G10:
@therock
@vancityreynolds
@uncfsu
@stukent

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@tacobell
@craybo23
@forbes
@dataaugmented
@carlosgil83
@garyvee
@jeremyhl
@semrush
@nascar

Top Tweeters in G1:
@chipotletweets
@tacobell
@forbes
@garyvee
@semrush
@nascar
@chrisstrub
@mike_allton
@espn
@cmicontent

Top Tweeters in G2:
@dataaugmented
@jeremyhl
@ccooke6685
@ginidietrich
@cletushusker
@natrellabot
@mlgg2
@drmcar
@vivianfrancos
@prdaily

Top Tweeters in G3:
@dradambanks
@meredithdclark
@kimfoxwosu
@rmamby
@jack
@kylemiller89
@drsturg
@lobo1tomia
@ryanstraight
@beatricekatcher

Top Tweeters in G4:
@dr_tindall
@abrothanamedced
@magicalpr
@miriamhdz
@prsadiversity
@jrstrauss
@imcclass
@ritacolistra
@gallicano
@thekatestewart

Top Tweeters in G5:
@craybo23
@carlosgil83
@djkhaled
@todmeisner
@xvetteil
@scottcowley
@warjesseagle
@marketernat
@ynwoticwhite
@courtneygooden4

Top Tweeters in G6:
@linhumphrey
@natbalda
@a_wild_acafan
@ekinsky
@andrearumbles
@carolynmaekim
@ehornsbycomm
@kennesawprssa
@kesutherland777
@geahpressgrove

Top Tweeters in G7:
@drsmadden
@wendywhite
@tldelrosso
@rbwinklerphd
@psucommgraded
@rachel901pttrsn
@alevenshus
@mjresearch
@charlikerns
@zotero

Top Tweeters in G8:
@shonali
@dbreakenridge
@lseimpactblog
@kirkhazlett
@profgalloway
@jurisu
@kevinanselmo
@prprofs

Top Tweeters in G9:
@nike
@mikenaraine
@pedrozov81
@nolaagha
@lynley_ingerson

Top Tweeters in G10:
@therock
@uncfsu
@suz_alto
@vancityreynolds
@stukent