The graph represents a network of 5,163 Twitter users whose recent tweets were included in a list (#SCChat Tweet ID List) of 42472 tweet IDs, or who were replied to or mentioned in those tweets. 26426 out of 42472 tweets were collected. The network was obtained from Twitter on Monday, 26 September 2022 at 20:33 UTC.
The tweets in the network were tweeted over the 3178-day, 19-hour, 31-minute period from Saturday, 11 January 2014 at 21:22 UTC to Sunday, 25 September 2022 at 16:54 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
Vertices : 5187
Unique Edges : 10644
Edges With Duplicates : 48569
Total Edges : 59213
Number of Edge Types : 5
Replies to : 2201
Tweet : 6924
Mentions : 22211
Retweet : 11683
MentionsInRetweet : 16194
Self-Loops : 7037
Reciprocated Vertex Pair Ratio : 0.080682253737064
Reciprocated Edge Ratio : 0.149317254832417
Connected Components : 313
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 4725
Maximum Edges in a Connected Component : 58641
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.487549
Graph Density : 0.000628889854943806
Modularity : 0.181172
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 5,163 Twitter users whose recent tweets were included in a list (#SCChat Tweet ID List) of 42472 tweet IDs, or who were replied to or mentioned in those tweets. 26426 out of 42472 tweets were collected. The network was obtained from Twitter on Monday, 26 September 2022 at 20:33 UTC.
The tweets in the network were tweeted over the 3178-day, 19-hour, 31-minute period from Saturday, 11 January 2014 at 21:22 UTC to Sunday, 25 September 2022 at 16:54 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 : TwitterIDList
Graph Term : #SCChat Tweet ID List
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[3037] school,counselors [1474] school,counseling [1381] school,counselor [1286] mental,health [915] #fsusc,#scchat [815] #antiracistsc,#scchat [717] #scchat,#antiracistsc [704] #scchat,#mtss [692] #scchat,#edchat [505] #mtss,#makingmtsswork Top Word Pairs in Tweet in G1:
[984] school,counselors [627] #fsusc,#scchat [547] school,counseling [534] #scchat,#mtss [450] #antiracistsc,#scchat [394] #mtss,#makingmtsswork [384] mental,health [373] #scchat,#antiracistsc [298] school,counselor [265] #scchat,#edchat Top Word Pairs in Tweet in G2:
[1064] school,counselors [608] school,counseling [568] school,counselor [514] mental,health [263] #antiracistsc,#scchat [246] #scchat,#schoolcounselor [214] #scchat,#edchat [199] #scchat,#antiracistsc [169] #asca22,#scchat [139] #scchat,#schoolcounseling Top Word Pairs in Tweet in G3:
[400] school,counselors [214] school,counselor [135] school,counseling [120] ascatweets,#scchat [105] #schoolcounseling,#scchat [97] mental,health [93] #scchat,#schoolcounseling [71] #scchat,ascatweets [67] #scchat,#hscchat [66] #scchat,#mtss Top Word Pairs in Tweet in G4:
[319] #scchat,#teachertwitter [272] #mentalhealth,#behavioralhealth [226] #behaviormanagement,#scchat [203] #behavioralhealth,#behaviormanagement [201] smshammond,schk12 [95] #teachertwitter,#memspachat [64] #schoolcounseling,#scchat [61] #teachertwitter,#k12 [54] school,counselors [53] #behavioralhealth,#scchat Top Word Pairs in Tweet in G5:
[145] school,counselors [141] mental,health [114] #scchat,#edchat [83] school,counselor [54] school,counseling [37] #fsusc,#scchat [36] hot,take [35] take,wait [35] wait,until [35] until,day Top Word Pairs in Tweet in G6:
[162] school,counselors [76] school,counselor [50] #emchat,#scchat [43] #scchat,#antiracistsc [41] high,school [41] mental,health [36] #antiracistsc,#scchat [26] virtual,college [26] college,fair [26] #asca22,#scchat Top Word Pairs in Tweet in G7:
[13] school,counselor [9] school,counselors [8] mental,health [7] high,school [7] #schoolcounselor,#scchat [6] digital,media [5] learn,more [5] school,counseling [5] #scchat,#schoolcounselor [4] financial,aid Top Word Pairs in Tweet in G8:
[75] #fsusc,#scchat [63] school,counselors [39] #edchat,#scchat [17] #scchat,tcea [17] #selfcare,#scchat [16] #scchat,#edchat [15] #digcit,#scchat [15] tcea,average [15] average,happened [15] happened,minute Top Word Pairs in Tweet in G9:
[32] #escchat,#scchat [27] working,#mindfulness [27] #mindfulness,march [27] march,district [27] district,mentor [27] mentor,here's [27] here's,calendar [27] calendar,made [27] made,find [27] find,useful Top Word Pairs in Tweet in G10:
[21] #reachhigher,#classof2022 [20] today,#scchat [17] never,late [17] late,one [17] one,kind [17] kind,aid [17] aid,receive [17] receive,file [17] file,today [17] #scchat,#fafsahelp Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: