#NABSE50, Twitter, 12/1/2022 10:07:28 PM, 285310


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#NABSE50 Twitter NodeXL SNA Map and Report for Thursday, 01 December 2022 at 22:06 UTC
#NABSE50 Twitter NodeXL SNA Map and Report for Thursday, 01 December 2022 at 22:06 UTC
From:
marc_smith
Uploaded on:
December 01, 2022
Short Description:
#NABSE50 via NodeXL https://bit.ly/3OTeRu8
@nabse_org
@aef_program
@sssmith0903
@chiefsforchange
@wesmooreauthor
@tahiradchase
@kowtran
@haabse3
@mstmjohnson
@ealy_daeducator

Top hashtags:
#nabse50
#nabse2022
#nabsestrong
#ncabse
#mentor
#nabse
#principallearning

Description:
Description
The graph represents a network of 115 Twitter users whose recent tweets contained "#NABSE50", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 11/1/2022 2:06:23 PM and 12/1/2022 2:06:23 PM. The network was obtained from Twitter on Thursday, 01 December 2022 at 22:07 UTC.

The tweets in the network were tweeted over the 23-day, 5-hour, 57-minute period from Tuesday, 08 November 2022 at 16:02 UTC to Thursday, 01 December 2022 at 21:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 115
Unique Edges : 113
Edges With Duplicates : 239
Total Edges : 352
Number of Edge Types : 8
Retweet : 54
MentionsInRetweet : 100
Mentions : 160
Tweet : 20
Replies to : 3
Quote : 4
MentionsInQuote : 3
MentionsInReplyTo : 8
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0636942675159236
Reciprocated Edge Ratio : 0.119760479041916
Connected Components : 15
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 88
Maximum Edges in a Connected Component : 323
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.022591
Graph Density : 0.0127383676582761
Modularity : 0.343788
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 115 Twitter users whose recent tweets contained "#NABSE50", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 200,000 tweets, tweeted between 11/1/2022 2:06:23 PM and 12/1/2022 2:06:23 PM. The network was obtained from Twitter on Thursday, 01 December 2022 at 22:07 UTC.

The tweets in the network were tweeted over the 23-day, 5-hour, 57-minute period from Tuesday, 08 November 2022 at 16:02 UTC to Thursday, 01 December 2022 at 21:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #NABSE50
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:
[12] https://twitter.com/NCABSE1/status/1598332760946515970/photo/1
[4] https://twitter.com/HAABSE3/status/1598420690788556804/photo/1
[4] https://twitter.com/HAABSE3/status/1598420948222607360/photo/1
[4] https://twitter.com/MsYoung_Teaches/status/1598097917239492608/photo/1
[4] https://twitter.com/Teri_Saunders7/status/1598132190512312320/photo/1
[4] https://twitter.com/BJ_Martin1977/status/1598105447084720129/photo/1
[3] https://twitter.com/GGlassEducator/status/1598408979343876122/photo/1
[3] https://twitter.com/TheKoolestDoc/status/1598363204219977728/photo/1
[3] https://twitter.com/DrFields2020/status/1598332268271091713/photo/1
[3] https://twitter.com/DrJWilson1906/status/1598339302747947008/photo/1

Top URLs in Tweet in G1:
[4] https://twitter.com/MsYoung_Teaches/status/1598097917239492608/photo/1
[3] https://twitter.com/GGlassEducator/status/1598408979343876122/photo/1
[3] https://twitter.com/TheKoolestDoc/status/1598363204219977728/photo/1
[3] https://twitter.com/DrFields2020/status/1598332268271091713/photo/1
[2] https://twitter.com/EdLeaderShana/status/1598333535219236865/photo/1
[2] https://twitter.com/MsAFSutherland/status/1598411763275513857/photo/1
[2] https://twitter.com/MsAFSutherland/status/1598349138776793089/photo/1
[2] https://twitter.com/TheKoolestDoc/status/1598406895303360520/photo/1
[1] https://savvas.com/
[1] https://twitter.com/SavvasLearning/status/1598048027016630285/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/HAABSE3/status/1598420948222607360/photo/1
[4] https://twitter.com/HAABSE3/status/1598420690788556804/photo/1
[2] https://twitter.com/AMLongEdu/status/1598138693260554240/photo/1
[2] https://twitter.com/eboneynloud/status/1598152616579858433/photo/1
[1] https://twitter.com/GoldNSTEAMnista/status/1598011301300961280/photo/1
[1] https://twitter.com/GoldNSTEAMnista/status/1598318821961617410/photo/1
[1] https://twitter.com/ealy_daeducator/status/1598333384543150080/photo/1
[1] https://twitter.com/ealy_daeducator/status/1598429021775208456/photo/1
[1] https://twitter.com/i/web/status/1598149803325915137
[1] https://twitter.com/ealy_daeducator/status/1598149803325915137/photo/1

Top URLs in Tweet in G3:
[1] https://twitter.com/LINC_PD/status/1598346687801708545/photo/1
[1] https://twitter.com/LINC_PD/status/1595037632060616706/photo/1
[1] https://twitter.com/LINC_PD/status/1593722971109081094/photo/1
[1] https://twitter.com/LINC_PD/status/1593273260468207618/photo/1
[1] https://twitter.com/LINC_PD/status/1597213220556652544/photo/1
[1] https://twitter.com/LINC_PD/status/1597936483586932739/photo/1
[1] https://twitter.com/LINC_PD/status/1596123788898635776/photo/1
[1] https://twitter.com/lincspring/status/1598346687927418881/photo/1
[1] https://twitter.com/lincspring/status/1595037635030159360/photo/1
[1] https://twitter.com/lincspring/status/1593722968881995778/photo/1

Top URLs in Tweet in G4:
[12] https://twitter.com/NCABSE1/status/1598332760946515970/photo/1
[2] https://twitter.com/MsTMJohnson/status/1598347050814476289/photo/1
[2] https://twitter.com/ncabse1/status/1598124440797450240
[2] https://twitter.com/NCABSE1/status/1598347438825291778/photo/1
[1] https://twitter.com/MsTMJohnson/status/1598339326424895490/photo/1
[1] https://twitter.com/NCABSE1/status/1598124440797450240/photo/1
[1] https://twitter.com/NCABSE1/status/1598353832228147202/photo/1
[1] https://twitter.com/LatreiciaAllen/status/1598428134898016280/photo/1
[1] https://event.crowdcompass.com/50thnabseconf/activity/ICO2nVdaIw
[1] https://twitter.com/LatreiciaAllen/status/1598128046891880448/photo/1

Top URLs in Tweet in G5:
[4] https://twitter.com/Teri_Saunders7/status/1598132190512312320/photo/1
[3] https://twitter.com/DrJWilson1906/status/1598339302747947008/photo/1
[1] https://twitter.com/MrDrewColeman/status/1598326177659330560/photo/1
[1] https://twitter.com/AchievementPrep/status/1598319450117341187/photo/1
[1] https://twitter.com/RandallSampson/status/1598415995521372160/photo/1
[1] https://twitter.com/TalkingPointsEd/status/1598361427429015553/photo/1
[1] https://twitter.com/JCPSRecruit/status/1598361065800273930/photo/1
[1] https://twitter.com/FTR_Founder/status/1598368721806168069/photo/1

Top URLs in Tweet in G6:
[1] https://twitter.com/chiefsforchange/status/1598158983964958720/photo/1

Top URLs in Tweet in G7:
[2] https://twitter.com/kowtran/status/1598400996103049216/photo/1
[1] https://twitter.com/jlatchana/status/1598347589266673665/photo/1
[1] https://twitter.com/AEF_Program/status/1598333600793067521/photo/1
[1] https://twitter.com/AEF_Program/status/1598348528757182465/photo/1
[1] https://twitter.com/kowtran/status/1598344876030033920/photo/1
[1] https://twitter.com/kowtran/status/1598347689082724352/photo/1

Top URLs in Tweet in G8:
[1] https://twitter.com/unboundedu/status/1597984865240104962/photo/1

Top URLs in Tweet in G9:
[4] https://twitter.com/BJ_Martin1977/status/1598105447084720129/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[131] twitter.com
[2] crowdcompass.com
[1] savvas.com
[1] nabse.org

Top Domains in Tweet in G1:
[33] twitter.com
[1] savvas.com
[1] nabse.org

Top Domains in Tweet in G2:
[28] twitter.com

Top Domains in Tweet in G3:
[18] twitter.com
[1] crowdcompass.com

Top Domains in Tweet in G4:
[25] twitter.com
[1] crowdcompass.com

Top Domains in Tweet in G5:
[13] twitter.com

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

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

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

Top Domains in Tweet in G9:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] nabse50
[61] nabse2022
[29] nabsestrong
[12] ncabse
[5] mentor
[2] nabse
[2] principallearning
[2] nabse22
[2] principalsymposium
[1] edchat



Top Hashtags in Tweet in G1:
[22] nabse50
[13] nabse2022
[7] nabsestrong
[2] principalsymposium
[1] edchat
[1] edtech
[1] teachersareforever
[1] haabsetakeover
[1] selfcare
[1] nabse22

Top Hashtags in Tweet in G2:
[24] nabse50
[5] mentor
[2] nabse
[2] principallearning
[2] nabse2022
[1] atthetable
[1] forwardthinking
[1] progressoverperfection
[1] habseconnects
[1] flabseloading

Top Hashtags in Tweet in G3:
[28] nabse50
[25] nabse2022
[20] nabsestrong
[1] boldisachoice

Top Hashtags in Tweet in G4:
[25] nabse50
[12] ncabse
[9] nabse2022
[1] chills
[1] nabse22

Top Hashtags in Tweet in G5:
[10] nabse50
[5] nabse2022
[1] nabsestrong
[1] mentorsmatter
[1] teachhustleinspire
[1] equity
[1] wearejcps
[1] haabse

Top Hashtags in Tweet in G6:
[1] nabse2022
[1] nabse50

Top Hashtags in Tweet in G7:
[7] nabse50
[3] nabse2022
[1] einsteinfellows22
[1] alas
[1] representationmatters

Top Hashtags in Tweet in G8:
[1] nabse50
[1] nabsestrong
[1] nabse2022

Top Hashtags in Tweet in G9:
[1] winburnrising
[1] nabse50

Top Hashtags in Tweet in G10:
[1] nabse50
[1] nabse2022

Top Words
Top Words in Tweet in Entire Graph:
[121] #nabse50
[84] nabse_org
[61] #nabse2022
[37] conference
[29] #nabsestrong
[27] 50th
[26] annual
[25] stop
[25] booth
[23] sure

Top Words in Tweet in G1:
[22] #nabse50
[22] nabse_org
[13] #nabse2022
[10] conference
[7] #nabsestrong
[5] 50th
[5] annual
[4] beautiful
[4] national
[4] day

Top Words in Tweet in G2:
[24] #nabse50
[9] nabse_org
[8] thank
[7] come
[6] excellence
[6] black
[6] educators
[5] ealy_daeducator
[5] panel
[5] drgoffney

Top Words in Tweet in G3:
[28] #nabse50
[25] #nabse2022
[24] nabse_org
[20] stop
[20] #24
[20] booth
[20] connect
[20] love
[20] #nabsestrong
[19] sure

Top Words in Tweet in G4:
[25] #nabse50
[23] nabse_org
[12] #ncabse
[12] national
[12] conference
[10] annual
[10] 50th
[9] #nabse2022
[7] represent
[6] take

Top Words in Tweet in G5:
[10] #nabse50
[5] #nabse2022
[5] conference
[4] dr
[4] today
[3] session
[3] great
[3] national
[3] nabse
[2] school

Top Words in Tweet in G6:
[10] cfc
[5] goffney
[5] member
[5] aldineisd
[5] members
[5] board
[5] week
[5] elect
[5] nabse_org
[5] latonya

Top Words in Tweet in G7:
[7] #nabse50
[6] system
[4] children
[4] build
[4] time
[4] teachers
[4] ellevationed
[3] math
[3] #nabse2022
[3] better

Top Words in Tweet in G8:
[6] content
[6] 50th
[6] ready
[6] conference
[6] nabse
[6] great
[6] exhibiting
[6] start
[6] annual
[6] countdown

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] #nabse50,#nabsestrong
[24] stop,booth
[22] #nabse2022,sure
[22] #nabsestrong,nabse_org
[22] sure,stop
[22] 50th,annual
[21] love,connect
[21] connect,#nabse50
[21] booth,#24
[21] #24,love

Top Word Pairs in Tweet in G1:
[6] nabse_org,#nabse50
[4] #nabse2022,#nabse50
[4] nabse_org,conference
[4] annual,conference
[4] #nabse2022,#nabsestrong
[3] #nabse2022,sure
[3] #nabse50,#nabsestrong
[3] #nabse50,#nabse2022
[3] sure,stop
[3] stop,booth

Top Word Pairs in Tweet in G2:
[5] black,excellence
[5] excellence,drgoffney
[5] thank,#mentor
[5] speak,black
[5] mouth,thank
[5] come,mouth
[4] drgoffney,name
[4] looking,forward
[4] name,come
[3] network,grow

Top Word Pairs in Tweet in G3:
[20] #nabse50,#nabsestrong
[20] #nabsestrong,nabse_org
[20] booth,#24
[20] #24,love
[20] connect,#nabse50
[20] stop,booth
[20] love,connect
[19] sure,stop
[19] #nabse2022,sure
[14] nabse_org,jasontoddgreen

Top Word Pairs in Tweet in G4:
[10] nabse_org,50th
[10] annual,national
[10] 50th,annual
[10] national,conference
[6] #nabse2022,#nabse50
[6] north,carolina
[6] take,care
[5] nabse_org,#nabse50
[4] excited,represent
[4] #nabse50,nabse_org

Top Word Pairs in Tweet in G5:
[2] 50th,annual
[2] #nabse50,#nabse2022
[2] nabse,conference

Top Word Pairs in Tweet in G6:
[5] goffney,president
[5] supt,latonya
[5] nabse_org,week
[5] elect,nabse_org
[5] cfc,members
[5] aldineisd,supt
[5] board,member
[5] week,cfc
[5] cfc,board
[5] president,elect

Top Word Pairs in Tweet in G7:
[4] build,system
[3] #nabse2022,#nabse50
[2] counselor,mentor
[2] bringing,teachers
[2] way,better
[2] system,way
[2] weight,being
[2] accelerate,reading
[2] teachers,color
[2] time,transform

Top Word Pairs in Tweet in G8:
[6] nabse,50th
[6] tomorrow,nabse
[6] great,content
[6] conference,ready
[6] countdown,start
[6] exhibiting,tomorrow
[6] annual,conference
[6] start,exhibiting
[6] 50th,annual
[6] ready,great

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nabse_org
@jasontoddgreen
@basheliaward
@jaimebarclay
@scottnoon
@iamwesmoore
@drgoffney
@ncabse1
@aldineisd

Top Mentioned in G1:
@nabse_org
@edleadershana
@dukeellingtondc
@moore4stemed
@savvaslearning
@lincspring
@howarduniv
@msafsutherland

Top Mentioned in G2:
@nabse_org
@ealy_daeducator
@drgoffney
@haabse3
@tabse_texas
@tahiradchase
@dr_bedden
@nmaahc
@goldnsteamnista
@principalsyoung

Top Mentioned in G3:
@nabse_org
@jasontoddgreen
@basheliaward
@jaimebarclay
@scottnoon
@iamwesmoore
@linc_pd
@bkroberson2

Top Mentioned in G4:
@nabse_org
@ncabse1
@latreiciaallen
@iamwesmoore
@mstmjohnson
@dcsuptgrant
@americanair
@cumberlandcosch
@dukeellingtondc

Top Mentioned in G6:
@aldineisd
@nabse_org
@chiefsforchange
@hlewisjr_phd
@dravisw
@caddosupttlg
@drgoffney

Top Mentioned in G7:
@ellevationed
@seccardona
@wesmooreauthor
@nabse_org
@aef_program
@curriculumassoc
@kowtran

Top Mentioned in G8:
@unboundedu

Top Mentioned in G9:
@chief_officers
@tracybruno1974
@bbradfordfcps
@lmeekins1

Top Mentioned in G10:
@es_maupin
@jcpsdep1
@jdm1906

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@jaimebarclay
@ryanpnaude
@thekoolestdoc
@randallsampson
@curriculumassoc
@drgoffney
@bkroberson2
@leaders_black
@nmaahc

Top Tweeters in G1:
@thekoolestdoc
@bls_gov
@savvaslearning
@istationed
@suptmjbrown
@congressionalac
@cslay1995
@gglasseducator
@dukeellingtondc
@msyoung_teaches

Top Tweeters in G2:
@drgoffney
@leaders_black
@nmaahc
@angelwilson36
@akishasarfo
@ealy_daeducator
@nonsmonsters
@tabse_texas
@sssmith0903
@dr_bedden

Top Tweeters in G3:
@jaimebarclay
@bkroberson2
@statemaryland
@iamwesmoore
@basheliaward
@linc_pd
@scottnoon
@jasontoddgreen
@drcarlosgrant
@crystalmooreed

Top Tweeters in G4:
@americanair
@cumberlandcosch
@82ndabndiv
@latreiciaallen
@cfhistorynerd
@ccssuptconnelly
@drmorgantell
@mstmjohnson
@teachcardona
@dcsuptgrant

Top Tweeters in G5:
@randallsampson
@teri_saunders7
@shaunwoodly
@mrdrewcoleman
@talkingpointsed
@achievementprep
@drjwilson1906
@jrporter75
@jcpsrecruit
@ftr_founder

Top Tweeters in G6:
@ryanpnaude
@aldineisd
@principallearns
@chiefsforchange
@dravisw
@leila_walsh
@carlenemillen
@caddosupttlg
@hlewisjr_phd

Top Tweeters in G7:
@curriculumassoc
@aef_program
@profshakb
@ellevationed
@jlatchana
@seccardona
@denisocampo19
@kowtran
@wesmooreauthor

Top Tweeters in G8:
@ehlmankristen
@ifugetgive
@unboundedu
@roknowsmath
@p_brink_s
@epina1231

Top Tweeters in G9:
@bbradfordfcps
@bj_martin1977
@tracybruno1974
@lmeekins1
@chief_officers

Top Tweeters in G10:
@jdm1906
@jcpsdep1
@es_maupin
@shenay_sullivan