#SMProfs, Twitter, 6/19/2020 6:24:32 AM, 229548


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#SMProfs_2020-06-18_21-45-36.xlsx
#SMProfs_2020-06-18_21-45-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3hALHyS
@kfreberg
@aejmc_prd
@docassar
@kimfoxwosu
@jeremyhl
@dr_tindall
@kevinanselmo
@moreleo
@drmcar
@drsmadden

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

Description:
Description
The graph represents a network of 241 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, 19 June 2020 at 04:45 UTC.

The requested start date was Friday, 19 June 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 78-day, 3-hour, 56-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 18 June 2020 at 17:38 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 : 241
Unique Edges : 253
Edges With Duplicates : 647
Total Edges : 900
Number of Edge Types : 5
Mentions : 254
Replies to : 24
Retweet : 162
MentionsInRetweet : 291
Tweet : 169
Self-Loops : 178
Reciprocated Vertex Pair Ratio : 0.0761421319796954
Reciprocated Edge Ratio : 0.141509433962264
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 222
Maximum Edges in a Connected Component : 872
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.872139
Graph Density : 0.00733056708160443
Modularity : 0.329208
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 241 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, 19 June 2020 at 04:45 UTC.

The requested start date was Friday, 19 June 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 78-day, 3-hour, 56-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 18 June 2020 at 17:38 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:
[14] https://www.youtube.com/watch?v=-9OZCzZiuLY&feature=youtu.be

[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[6] https://www.talkwalker.com/covid-19-resources
[5] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[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://twitter.com/beawebtweets/status/1268258191554547721
[3] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[3] https://aejmc.us/prd/2020/06/02/listen-practice-informed-compassion-act/

Top URLs in Tweet in G1:
[6] https://www.talkwalker.com/covid-19-resources
[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
[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

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=228464
[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://twitter.com/beawebtweets/status/1268258191554547721
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225793
[1] https://digiday.com/media/tiktok-is-coming-after-snapchat-with-a-new-augmented-reality-ad-format/
[1] https://twitter.com/i/web/status/1251309945217318914

Top URLs in Tweet in G3:
[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/
[1] https://twitter.com/WhiteRoomRadio/status/1272283978821709825

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

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

Top URLs in Tweet in G5:
[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 G6:
[1] https://twitter.com/i/web/status/1271087707763195904
[1] https://twitter.com/beawebtweets/status/1268258191554547721
[1] https://twitter.com/dr_tindall/status/1269967732759564290
[1] https://twitter.com/i/web/status/1249892674234171392
[1] https://twitter.com/i/web/status/1253024945468313607

Top URLs in Tweet in G7:
[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:
[5] 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

Top Domains
Top Domains in Tweet in Entire Graph:
[112] twitter.com
[26] nodexlgraphgallery.org
[24] socialmediatoday.com
[18] youtube.com
[10] digiday.com
[10] adweek.com
[8] karenfreberg.com
[6] talkwalker.com
[5] todmeisner.com
[4] nytimes.com

Top Domains in Tweet in G1:
[69] twitter.com
[21] socialmediatoday.com
[10] adweek.com
[9] digiday.com
[8] karenfreberg.com
[6] talkwalker.com
[5] youtube.com
[3] hootsuite.com
[3] sproutsocial.com
[2] nytimes.com

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

Top Domains in Tweet in G3:
[7] twitter.com
[1] npr.org
[1] org.eg
[1] thearabdailynews.com

Top Domains in Tweet in G4:
[13] youtube.com
[2] twitter.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] rowenawinkler.com

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

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

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

Top Domains in Tweet in G10:
[5] todmeisner.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[338] smprofs
[121] prprofs
[27] smsports
[26] aejmccheckin
[20] socialmedia
[15] profcon20
[12] frebergsm
[10] adobesummit
[9] freberg20
[6] sm



Top Hashtags in Tweet in G1:
[203] smprofs
[49] prprofs
[17] smsports
[9] profcon20
[4] adobesummit
[4] frebergsm
[4] lionslive
[3] freberg20
[3] discoveringpr
[2] teacherappreciationweek

Top Hashtags in Tweet in G2:
[57] smprofs
[44] prprofs
[26] aejmccheckin
[6] smsports
[6] socialmedia
[6] frebergsm
[6] adobesummit
[6] freberg20
[6] sm
[4] digmarung

Top Hashtags in Tweet in G3:
[12] smprofs
[11] socialmedia
[6] prprofs
[2] blm
[1] whatyounotgondo
[1] kareninthecomments
[1] academicwriting

Top Hashtags in Tweet in G4:
[18] smprofs
[6] profcon20
[1] profcon2020

Top Hashtags in Tweet in G5:
[9] prprofs
[9] smprofs
[1] decorporatizethecurriculum

Top Hashtags in Tweet in G6:
[10] smprofs
[9] prprofs
[1] homeschooling
[1] grading

Top Hashtags in Tweet in G7:
[2] smprofs

Top Hashtags in Tweet in G8:
[2] smprofs

Top Hashtags in Tweet in G9:
[2] smprofs
[1] twitter
[1] salescalls
[1] teacherappreciationweek

Top Hashtags in Tweet in G10:
[6] smprofs
[1] smsports
[1] fomo

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[203] #smprofs
[58] kfreberg
[49] #prprofs
[35] great
[28] social
[25] media
[21] pr
[19] tiktok
[18] thank
[18] sagemedia_comm

Top Words in Tweet in G2:
[57] #smprofs
[53] aejmc_prd
[44] #prprofs
[29] aejmc
[26] jeremyhl
[26] #aejmccheckin
[23] nodexl
[18] kfreberg
[14] aejmc_lawp
[11] great

Top Words in Tweet in G3:
[12] #smprofs
[11] #socialmedia
[6] #prprofs
[3] wtw
[3] jack
[3] good
[3] bad
[3] specifically
[3] ability
[3] well

Top Words in Tweet in G4:
[18] #smprofs
[13] moreleo
[13] teach
[13] social
[13] media
[13] school
[13] brianne2k
[13] full
[13] episode
[11] #smp

Top Words in Tweet in G5:
[9] #prprofs
[9] #smprofs
[8] drsmadden
[5] awesome
[5] racial
[5] justice
[5] issues
[5] thank
[5] allyship
[5] friendship

Top Words in Tweet in G6:
[16] article
[10] #smprofs
[9] #prprofs
[9] dr_tindall
[8] read
[8] bookmark
[8] comms
[8] profs
[8] lack
[7] black

Top Words in Tweet in G7:
[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 G8:
[5] kfreberg
[5] meojobs
[5] happy
[5] hour
[3] download
[3] image
[3] sree
[3] muckrack
[3] during
[3] virtual

Top Words in Tweet in G9:
[2] students
[2] #smprofs

Top Words in Tweet in G10:
[9] here's
[9] comprehensive
[9] list
[9] both
[9] free
[9] paid
[9] social
[9] media
[9] digital
[9] marketing

Top Word Pairs
Top Word Pairs in Tweet in G2:
[39] #prprofs,#smprofs
[25] nodexl,aejmc
[11] aejmc,aejmc_prd
[11] aejmc_prd,aejmc_ctm
[10] aejmc_ctm,jeremyhl
[8] data,nodexl
[7] aejmc_prd,aejmc
[7] top,hashtags
[7] #smprofs,nodexl
[7] jeremyhl,#aejmccheckin

Top Word Pairs in Tweet in G3:
[35] #socialmedia,#smprofs
[14] #smprofs,#prprofs
[14] wtw,jack
[8] jack,good
[8] good,bad
[7] bad,#socialmedia
[7] #prprofs,specifically
[7] specifically,ability
[6] recent,coverage
[6] coverage,#blm

Top Word Pairs in Tweet in G4:
[7] teach,social
[6] social,media
[3] media,school
[3] school,brianne2k
[3] brianne2k,full
[3] full,episode
[3] moreleo,teach
[3] episode,#smprofs
[2] #smprofs,#smp
[2] digital,marketing

Top Word Pairs in Tweet in G5:
[13] #prprofs,#smprofs
[13] racial,justice
[13] justice,issues
[13] thank,drsmadden
[13] drsmadden,allyship
[13] allyship,friendship
[12] friendship,here's
[12] here's,another
[11] another,one
[5] one,written

Top Word Pairs in Tweet in G6:
[8] article,read
[5] read,bookmark
[5] bookmark,#prprofs
[5] #prprofs,comms
[5] comms,profs
[5] profs,#smprofs
[5] #smprofs,article
[5] article,lack
[5] dr_tindall,article
[5] lack,black

Top Word Pairs in Tweet in G7:
[8] congratulations,job
[8] job,recommend
[8] recommend,following
[8] following,#smprofs
[8] #smprofs,started
[8] started,kfreberg
[8] kfreberg,always
[8] always,good
[7] good,content

Top Word Pairs in Tweet in G8:
[2] happy,hour
[2] kfreberg,download
[2] download,image
[2] image,sree
[2] sree,muckrack
[2] muckrack,during
[2] during,meojobs
[2] meojobs,virtual
[2] virtual,happy
[] hour,check

Top Word Pairs in Tweet in G9:

Top Word Pairs in Tweet in G10:
[] here's,comprehensive
[] comprehensive,list
[] list,both
[] both,free
[] free,paid
[] paid,social
[] social,media
[] media,digital
[] digital,marketing
[] marketing,certifications

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@tylerathomas
@sagemedia_comm
@garyvee
@kesutherland777
@semrush
@taylrn
@mjkushin
@kmatthews
@taylorlorenz

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

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

Top Replied-To in G3:
@apa_style

Top Replied-To in G5:
@dr_tindall

Top Replied-To in G9:
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aejmc_prd
@aejmc
@dr_tindall
@jeremyhl
@sagemedia_comm
@moreleo
@aejmc_lawp
@brianne2k
@nodexl

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

Top Mentioned in G2:
@aejmc_prd
@aejmc
@jeremyhl
@kfreberg
@aejmc_lawp
@nodexl
@kimfoxwosu
@aejmc_ctm
@ginaluttrell
@drmcar

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

Top Mentioned in G4:
@moreleo
@brianne2k
@lisakuhlman
@scottcowley

Top Mentioned in G5:
@drsmadden
@rbwinklerphd
@aejmc_prd
@zotero
@dr_tindall
@alevenshus

Top Mentioned in G6:
@dr_tindall
@aejmc_prd
@ginaluttrell

Top Mentioned in G7:
@kfreberg
@kevinanselmo
@kirkhazlett
@shonali
@profgalloway
@jurisu
@dbreakenridge
@lseimpactblog
@prprofs

Top Mentioned in G8:
@kfreberg
@meojobs
@sree
@muckrack

Top Mentioned in G9:
@therock
@vancityreynolds
@uncfsu
@stukent

Top Mentioned in G10:
@todmeisner
@warjesseagle

Top Tweeters
Top Tweeters in Entire Graph:
@chipotletweets
@tacobell
@craybo23
@forbes
@garyvee
@jeremyhl
@semrush
@nascar
@ginidietrich
@mike_allton

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

Top Tweeters in G2:
@jeremyhl
@ginidietrich
@natrellabot
@drmcar
@vivianfrancos
@prdaily
@thartman2u
@professorgary
@iotworlds
@frank_strong

Top Tweeters in G3:
@dradambanks
@meredithdclark
@kimfoxwosu
@rmamby
@jack
@kylemiller89
@drsturg
@beatricekatcher
@apa_style
@tracyeverbach

Top Tweeters in G4:
@craybo23
@xvetteil
@scottcowley
@ynwoticwhite
@courtneygooden4
@brianne2k
@lisakuhlman
@moreleo
@olbuglover
@garrettbrock9

Top Tweeters in G5:
@drsmadden
@wendywhite
@tldelrosso
@rbwinklerphd
@psucommgraded
@rachel901pttrsn
@alevenshus
@mjresearch
@charlikerns
@zotero

Top Tweeters in G6:
@dr_tindall
@abrothanamedced
@ekinsky
@instituteforpr
@miriamhdz
@imcclass
@ritacolistra
@gallicano
@parrish_cp
@gracefulscience

Top Tweeters in G7:
@shonali
@dbreakenridge
@lseimpactblog
@kirkhazlett
@profgalloway
@jurisu
@kevinanselmo
@prprofs

Top Tweeters in G8:
@muckrack
@danyanofskymma
@sree
@ukjamschool
@meojobs
@erfieldswvu

Top Tweeters in G9:
@therock
@uncfsu
@suz_alto
@vancityreynolds
@stukent

Top Tweeters in G10:
@todmeisner
@warjesseagle
@marketernat
@saraallen