#SCChat, Twitter, 3/27/2023 4:28:58 PM, 291777


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#SCChat Twitter NodeXL SNA Map and Report for Monday, 27 March 2023 at 16:28 UTC
#SCChat Twitter NodeXL SNA Map and Report for Monday, 27 March 2023 at 16:28 UTC
From:
marc_smith
Uploaded on:
March 27, 2023
Short Description:
#SCChat via NodeXL https://bit.ly/3Zj30cj
@kelly_counselor
@assisteducation
@sch_counselor
@kjohnson222
@flynnofilm
@mscajennifer
@anlemmar
@arllennium
@fujifulgueras
@shamblesguru

Top hashtags:
#scchat
#edchat
#parents
#teachers
#elemchat
#sctweetchat
#moms

Description:
Description
The graph represents a network of 63 Twitter users whose recent tweets contained "#SCChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2007 12:00:00 AM and 12/31/2011 11:59:59 PM. The network was obtained from Twitter on Monday, 27 March 2023 at 16:28 UTC.

The tweets in the network were tweeted over the 520-day, 19-hour, 13-minute period from Tuesday, 27 July 2010 at 15:47 UTC to Friday, 30 December 2011 at 11:00 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 : 63
Unique Edges : 45
Edges With Duplicates : 118
Total Edges : 163
Number of Edge Types : 6
Retweet : 17
MentionsInRetweet : 17
Mentions : 31
Tweet : 80
Replies to : 7
MentionsInReplyTo : 11
Self-Loops : 82
Reciprocated Vertex Pair Ratio : 0.08
Reciprocated Edge Ratio : 0.148148148148148
Connected Components : 20
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 51
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.721951
Graph Density : 0.0138248847926267
Modularity : 0.350747
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 63 Twitter users whose recent tweets contained "#SCChat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2007 12:00:00 AM and 12/31/2011 11:59:59 PM. The network was obtained from Twitter on Monday, 27 March 2023 at 16:28 UTC.

The tweets in the network were tweeted over the 520-day, 19-hour, 13-minute period from Tuesday, 27 July 2010 at 15:47 UTC to Friday, 30 December 2011 at 11:00 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 : #SCChat
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:
[5] http://www.shambles.net/pages/learning/ScienceP/scgames/#addalink
[3] http://topsy.com/commoncorestatestandardsusa.com/free-character-education-study-guides?utm_source=button
[2] http://jc-schools.net/tutorials/ppt-games/
[2] https://childswork.com/blog/2011/11/the-top-ten-ways-to-support-a-child-with-adhd
[2] https://www.hugedomains.com/domain_profile.cfm?d=assist-education.com
[2] https://sloanreview.mit.edu/improvisations/2011/02/04/what-increases-the-odds-of-happiness/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+mitsmr+%28MIT+Sloan+Management+Review%29
[2] http://childswork.com/blog/2011/08/the-school-counselor-as-a-collaborative-leader/
[2] http://www.levoleague.com/powwow/levo-and-the-era-of-positive-psychology/
[2] https://wp.me/p106hZ-3z
[2] https://thechronicleherald.ca/opinion/43833-kids-who-walk-school-%E2%80%98notice-things%E2%80%99-along-way

Top URLs in Tweet in G1:
[2] http://jc-schools.net/tutorials/ppt-games/
[1] http://www.schcounselor.com/2011/11/how-to-make-flower-pens.html
[1] https://twitter.com/kjohnson222/status/152051895148617728/photo/1
[1] http://www.verizonwireless.com/b2c/employee/emaildomainauthentication.jsp
[1] http://www.doctoroz.com/videos/less-stress-5-minutes

Top URLs in Tweet in G2:
[3] http://topsy.com/commoncorestatestandardsusa.com/free-character-education-study-guides?utm_source=button
[2] https://childswork.com/blog/2011/11/the-top-ten-ways-to-support-a-child-with-adhd
[2] https://sloanreview.mit.edu/improvisations/2011/02/04/what-increases-the-odds-of-happiness/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed:+mitsmr+%28MIT+Sloan+Management+Review%29
[2] http://www.levoleague.com/powwow/levo-and-the-era-of-positive-psychology/
[2] https://www.hugedomains.com/domain_profile.cfm?d=assist-education.com
[2] https://thechronicleherald.ca/opinion/43833-kids-who-walk-school-%E2%80%98notice-things%E2%80%99-along-way
[1] http://www.fitness-diet.becomegorgeous.com/healthy_diets/the_happiness_diet_by_tyler_graham_and_drew_ramsey-6222.html
[1] https://childswork.com/blog/2011/11/focus-on-eq-optimism-gratitude-and-technology
[1] https://goo.gl/mag/AcpJI
[1] https://goo.gl/mag/cxtMp

Top URLs in Tweet in G3:
[2] https://wp.me/p106hZ-3z
[1] http://sschat.ning.com/
[1] https://www.helenesegura.com/organizing-tips-for-teachers-productivity-solutions-for-educators

Top URLs in Tweet in G4:
[5] http://www.shambles.net/pages/learning/ScienceP/scgames/#addalink

Top URLs in Tweet in G10:
[2] http://childswork.com/blog/2011/08/the-school-counselor-as-a-collaborative-leader/
[1] http://www.icontact-archive.com/vtDSjcmbYGEgkEvIEPTIfyub9_8zu4Hu?w=3

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[127] scchat
[38] edchat
[22] parents
[16] teachers
[13] elemchat
[12] sctweetchat
[12] moms
[11] schoolcounselor
[10] counselor
[10] business



Top Hashtags in Tweet in G1:
[35] scchat
[11] schoolcounselor
[10] sctweetchat
[9] psc
[1] verizon
[1] educators
[1] winning
[1] ideserveit
[1] whew
[1] salvagingsisterhood

Top Hashtags in Tweet in G2:
[46] scchat
[27] edchat
[21] parents
[12] teachers
[12] moms
[10] business
[9] elemchat
[8] counselor
[4] counselors
[4] pospsych

Top Hashtags in Tweet in G3:
[10] scchat
[3] edchat
[3] sped
[3] teachers
[1] sschat
[1] historyteacher
[1] education
[1] edu
[1] sachat

Top Hashtags in Tweet in G4:
[7] scchat
[5] endofterm
[5] physics
[5] chemistry
[2] nasa
[2] science
[2] edchat

Top Hashtags in Tweet in G5:
[11] scchat
[1] sxsw

Top Hashtags in Tweet in G6:
[2] mathchat
[2] scchat
[1] math

Top Hashtags in Tweet in G7:
[1] scchat

Top Hashtags in Tweet in G8:
[2] schoolcounselors
[2] sctweetchat
[2] scchat

Top Hashtags in Tweet in G9:
[6] dtchat
[6] scchat

Top Hashtags in Tweet in G10:
[3] edchat
[3] scchat
[2] school
[2] counselor
[1] newyears
[1] teachers
[1] parents
[1] counselors
[1] elemchat

Top Words
Top Words in Tweet in Entire Graph:
[127] #scchat
[38] #edchat
[22] #parents
[16] #teachers
[13] #elemchat
[12] #sctweetchat
[12] positive
[12] #moms
[11] #schoolcounselor
[11] science

Top Words in Tweet in G1:
[35] #scchat
[11] #schoolcounselor
[10] #sctweetchat
[9] #psc
[8] fb
[8] goo
[8] gl
[6] hashtag
[5] sch_counselor
[5] kjohnson222

Top Words in Tweet in G2:
[46] #scchat
[27] #edchat
[21] #parents
[12] #moms
[12] positive
[12] #teachers
[10] #business
[9] #elemchat
[8] psych
[8] #counselor

Top Words in Tweet in G3:
[10] #scchat
[3] school
[3] primary
[3] #edchat
[3] #teachers
[3] #sped
[2] teacher
[2] confessions

Top Words in Tweet in G4:
[10] science
[7] #scchat
[5] #endofterm
[5] #chemistry
[5] teachers
[5] #physics
[5] games
[3] shamblesguru
[2] moment
[2] blog

Top Words in Tweet in G5:
[11] #scchat
[5] manmademoon
[3] good
[3] source
[3] code
[2] shame
[2] know
[2] flynnofilm
[2] end
[2] rodeneronquillo

Top Words in Tweet in G6:
[2] #mathchat
[2] intrepidteacher
[2] #scchat

Top Words in Tweet in G8:
[2] #scchat
[2] #schoolcounselors
[2] hashtag
[2] town
[2] looking
[2] #sctweetchat

Top Words in Tweet in G9:
[6] #scchat
[6] #dtchat
[2] upgrade
[2] question

Top Words in Tweet in G10:
[3] #scchat
[3] #edchat
[2] #school
[2] leader
[2] themselves
[2] collaborative
[2] establish
[2] #counselor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] #edchat,#scchat
[9] #scchat,#edchat
[9] #parents,#scchat
[8] goo,gl
[8] gl,fb
[7] #scchat,#schoolcounselor
[7] games,#scchat
[7] #moms,#parents
[6] positive,psychology
[6] science,teachers

Top Word Pairs in Tweet in G1:
[8] gl,fb
[8] goo,gl
[7] #scchat,#schoolcounselor
[6] #schoolcounselor,#psc
[5] hashtag,#scchat
[3] students,goo
[3] minute,here's
[3] quick,easy
[3] #sctweetchat,hashtag
[3] #sctweetchat,#scchat

Top Word Pairs in Tweet in G2:
[9] #parents,#scchat
[9] #scchat,#edchat
[8] #edchat,#scchat
[7] #moms,#parents
[6] positive,psychology
[5] positive,psych
[5] #counselor,#scchat
[4] #edchat,#elemchat
[4] #scchat,#elemchat
[3] #parents,#moms

Top Word Pairs in Tweet in G3:
[3] #scchat,#teachers
[3] #sped,#scchat
[3] #edchat,#sped
[3] primary,school
[2] school,teacher
[2] teacher,#edchat

Top Word Pairs in Tweet in G4:
[5] #scchat,#physics
[5] science,games
[5] games,#scchat
[5] teachers,#endofterm
[5] #physics,#chemistry
[5] #endofterm,science
[5] science,teachers
[3] shamblesguru,science
[2] #scchat,#science
[2] ooh,way

Top Word Pairs in Tweet in G5:
[3] source,code
[2] rodeneronquillo,manmademoon

Top Word Pairs in Tweet in G8:
[2] #scchat,looking
[2] town,#sctweetchat
[2] #schoolcounselors,hashtag
[2] #sctweetchat,#scchat
[2] hashtag,town

Top Word Pairs in Tweet in G9:
[5] #scchat,#dtchat
[2] #dtchat,#scchat

Top Word Pairs in Tweet in G10:
[3] #edchat,#scchat
[2] establish,themselves
[2] leader,#edchat
[2] themselves,collaborative
[2] #counselor,establish
[2] collaborative,leader
[2] #school,#counselor

Top Replied-To
Top Replied-To in Entire Graph:
@flynnofilm
@mattowar
@beebuzzers
@manmademoon
@unklerupert
@rboulding
@fujifulgueras
@mscajennifer
@mollyfud
@jarrodpotter

Top Replied-To in G1:
@fujifulgueras
@mscajennifer

Top Replied-To in G4:
@beebuzzers

Top Replied-To in G5:
@flynnofilm
@mattowar
@rboulding
@unklerupert
@manmademoon

Top Replied-To in G6:
@intrepidteacher

Top Replied-To in G7:
@stephencurry30

Top Replied-To in G9:
@mollyfud
@jarrodpotter

Top Mentioned
Top Mentioned in Entire Graph:
@assisteducation
@kjohnson222
@sch_counselor
@manmademoon
@shamblesguru
@rsabella
@fujifulgueras
@scimann
@rodeneronquillo

Top Mentioned in G1:
@kjohnson222
@sch_counselor
@rsabella
@fujifulgueras
@droz
@juliavtaylor
@mscajennifer

Top Mentioned in G2:
@assisteducation
@becomegorgeous

Top Mentioned in G3:

Top Mentioned in G4:
@shamblesguru
@scimann

Top Mentioned in G5:
@manmademoon
@rodeneronquillo
@monicabbm

Top Mentioned in G6:
@janealtemen
@intrepidteacher
@markbethune
@janeinjava
@emaginativ

Top Mentioned in G7:
@lilbthebasedgod

Top Mentioned in G8:

Top Mentioned in G10:
@childswork

Top Tweeters
Top Tweeters in Entire Graph:
@lilbthebasedgod
@iamdrwill
@manmademoon
@unklerupert
@mollyfud
@cybraryman1
@rboulding
@intrepidteacher
@lyndsayalee
@jarrodpotter

Top Tweeters in G1:
@iamdrwill
@fujifulgueras
@droz
@dannonl
@rsabella
@sch_counselor
@juliavtaylor
@riscatweets
@kelly_counselor
@mscajennifer

Top Tweeters in G2:
@quippdbusiness
@brambruggeman
@johnfaig
@docstem
@teacherelinks
@mrskdempsey
@becomegorgeous
@rmathieupro
@assisteducation

Top Tweeters in G3:
@lyndsayalee
@shawnmccusker
@newteacherstalk
@edsitement
@livingordersa
@andymcnee
@mike_l_neiduski
@alanfluhrer
@boskerthesc

Top Tweeters in G4:
@scimann
@shamblesguru
@icentremta
@tkorte
@arllennium
@margd1
@beebuzzers

Top Tweeters in G5:
@manmademoon
@unklerupert
@rboulding
@monicabbm
@flynnofilm
@rodeneronquillo
@mattowar

Top Tweeters in G6:
@intrepidteacher
@janeinjava
@markbethune
@emaginativ
@janealtemen

Top Tweeters in G7:
@lilbthebasedgod
@lyricalops
@stephencurry30

Top Tweeters in G8:
@mnewmansc
@schcounselorri

Top Tweeters in G9:
@mollyfud
@jarrodpotter

Top Tweeters in G10:
@childswork
@depaulcslnews


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