#SMProfs, Twitter, 7/10/2020 4:49:18 AM, 230450


FAQ | Problem?

#SMProfs_2020-07-09_21-45-36.xlsx
#SMProfs_2020-07-09_21-45-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 10, 2020
Short Description:
#SMProfs via NodeXL https://bit.ly/3fg9KSf
@kfreberg
@docassar
@kimfoxwosu
@aejmc_prd
@jeremyhl
@dr_tindall
@ginaluttrell
@kevinanselmo
@lisakuhlman
@drsmadden

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

Description:
Description
The graph represents a network of 321 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, 10 July 2020 at 04:45 UTC.

The requested start date was Friday, 10 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 99-day, 7-hour, 9-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 09 July 2020 at 20:51 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 : 321
Unique Edges : 402
Edges With Duplicates : 1027
Total Edges : 1429
Number of Edge Types : 5
Retweet : 227
MentionsInRetweet : 461
Replies to : 41
Mentions : 452
Tweet : 248
Self-Loops : 257
Reciprocated Vertex Pair Ratio : 0.0910596026490066
Reciprocated Edge Ratio : 0.166919575113809
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 303
Maximum Edges in a Connected Component : 1409
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.872225
Graph Density : 0.0064154984423676
Modularity : 0.312825
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 321 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, 10 July 2020 at 04:45 UTC.

The requested start date was Friday, 10 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 99-day, 7-hour, 9-minute period from Wednesday, 01 April 2020 at 13:41 UTC to Thursday, 09 July 2020 at 20:51 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

[8] 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
[6] https://www.talkwalker.com/covid-19-resources
[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://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

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
[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=230138
[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
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225793
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230160
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229546

Top URLs in Tweet in G3:
[4] https://instituteforpr.org/race-in-the-pr-classroom/
[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://twitter.com/i/web/status/1275057188952834049
[1] https://twitter.com/i/web/status/1248308878980403202
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=230160
[1] https://twitter.com/i/web/status/1253301412966137857

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

[8] https://todmeisner.com/top-social-media-and-digital-marketing-certifications/
[1] https://twitter.com/StukentApp/status/1272564567638491138
[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://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:
[153] twitter.com
[55] nodexlgraphgallery.org
[37] socialmediatoday.com
[18] youtube.com
[13] adweek.com
[10] digiday.com
[9] karenfreberg.com
[8] todmeisner.com
[6] instituteforpr.org
[6] nytimes.com

Top Domains in Tweet in G1:
[105] twitter.com
[34] socialmediatoday.com
[13] adweek.com
[9] karenfreberg.com
[9] digiday.com
[6] talkwalker.com
[5] youtube.com
[5] hootsuite.com
[4] sproutsocial.com
[3] nytimes.com

Top Domains in Tweet in G2:
[51] nodexlgraphgallery.org
[11] twitter.com
[2] paper.li
[2] bitchmedia.org
[1] aejmc.us
[1] digiday.com

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

Top Domains in Tweet in G4:
[8] 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 G5:
[13] youtube.com
[8] todmeisner.com
[5] 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:
[493] smprofs
[163] prprofs
[45] socialmedia
[41] aejmccheckin
[36] smsports
[19] profcon20
[15] frebergsm
[12] adobesummit
[11] smmm2020
[11] freberg20



Top Hashtags in Tweet in G1:
[294] smprofs
[63] prprofs
[21] smsports
[11] profcon20
[6] frebergsm
[6] lionslive
[4] adobesummit
[3] freberg20
[3] discoveringpr
[3] adobeeducreative

Top Hashtags in Tweet in G2:
[47] smprofs
[35] aejmccheckin
[30] prprofs
[20] socialmedia
[11] smmm2020
[8] smc2021
[8] covid
[8] smsports
[8] frebergsm
[7] freberg20

Top Hashtags in Tweet in G3:
[66] smprofs
[62] prprofs
[6] aejmccheckin
[5] juneteenth
[4] rprc
[2] socialmedia
[2] pr
[2] marketing
[1] decorporatizethecurriculum
[1] smsports

Top Hashtags in Tweet in G4:
[20] smprofs
[18] socialmedia
[6] prprofs
[2] blm
[2] tiktok
[1] whatyounotgondo
[1] kareninthecomments
[1] academicwriting

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

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:
[493] #smprofs
[163] #prprofs
[106] kfreberg
[87] aejmc_prd
[85] social
[76] media
[61] jeremyhl
[57] aejmc
[56] great
[53] nodexl

Top Words in Tweet in G1:
[294] #smprofs
[75] kfreberg
[63] #prprofs
[40] social
[39] great
[33] media
[30] tiktok
[24] students
[23] thank
[21] #smsports

Top Words in Tweet in G2:
[57] jeremyhl
[49] nodexl
[49] aejmc
[47] #smprofs
[47] aejmc_prd
[35] #aejmccheckin
[34] docassar
[30] #prprofs
[20] kfreberg
[20] #socialmedia

Top Words in Tweet in G3:
[66] #smprofs
[62] #prprofs
[37] aejmc_prd
[17] article
[14] dr_tindall
[13] awesome
[13] black
[13] pr
[13] online
[12] classes

Top Words in Tweet in G4:
[20] #smprofs
[18] #socialmedia
[9] well
[8] kimfoxwosu
[6] #prprofs
[5] news
[5] media
[5] tiktok
[4] good
[4] thinking

Top Words in Tweet in G5:
[32] #smprofs
[25] social
[25] media
[18] digital
[17] marketing
[13] moreleo
[13] teach
[13] school
[13] brianne2k
[13] full

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:
[80] #prprofs,#smprofs
[72] social,media
[63] #smprofs,#prprofs
[21] nodexl,aejmc
[21] aejmc,aejmc_prd
[20] top,hashtags
[19] digital,marketing
[18] #socialmedia,#smprofs
[16] #smprofs,#smsports
[16] teach,social

Top Word Pairs in Tweet in G1:
[47] #smprofs,#prprofs
[33] social,media
[15] #prprofs,#smprofs
[13] #smprofs,#smsports
[12] make,sure
[11] fyi,#smprofs
[11] pr,book
[9] #smprofs,community
[8] super,impressed
[8] covid,19

Top Word Pairs in Tweet in G2:
[21] nodexl,aejmc
[21] aejmc,aejmc_prd
[19] top,hashtags
[13] #prprofs,#smprofs
[12] nodexl,jeremyhl
[9] #smprofs,nodexl
[9] nodexl,kfreberg
[9] unosmlre,nodexl
[8] kimfoxwosu,aejmc_prd
[8] jeremyhl,ccooke6685

Top Word Pairs in Tweet in G3:
[52] #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
[7] dr_tindall,article

Top Word Pairs in Tweet in G4:
[11] #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 G5:
[25] social,media
[17] digital,marketing
[13] teach,social
[13] media,school
[13] school,brianne2k
[13] brianne2k,full
[13] full,episode
[12] here's,comprehensive
[12] comprehensive,list
[12] list,both

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
@kesutherland777
@chipotletweets
@juliaemccoy
@jeremyhl
@vancityreynolds
@aejmc_prd
@natbalda
@ehornsbycomm
@mkobach

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

Top Replied-To in G2:
@jeremyhl

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

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
@jeremyhl
@aejmc
@docassar
@dr_tindall
@kimfoxwosu
@nodexl
@ginaluttrell
@sagemedia_comm

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

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

Top Mentioned in G3:
@aejmc_prd
@dr_tindall
@drsmadden
@ginaluttrell
@adriwall
@prdaily
@prsaeducators
@prsaempcomms
@rbwinklerphd
@kfreberg

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

Top Mentioned in G5:
@moreleo
@brianne2k
@lisakuhlman
@todmeisner
@scottcowley
@cannes_lions
@warjesseagle
@docassar
@kfreberg
@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
@mike_allton
@espn
@arzzielmarcena

Top Tweeters in G2:
@businessinsider
@ap
@dataaugmented
@jeremyhl
@ccooke6685
@cletushusker
@natrellabot
@mlgg2
@drmcar
@vivianfrancos

Top Tweeters in G3:
@ginidietrich
@prdaily
@dr_tindall
@iotworlds
@adriwall
@aboutrc
@abrothanamedced
@prsa
@hodakotb
@magicalpr

Top Tweeters in G4:
@dradambanks
@meredithdclark
@kimfoxwosu
@rmamby
@jack
@kylemiller89
@drsturg
@lobo1tomia
@ryanstraight
@beatricekatcher

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