The graph represents a network of 599 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 30,000 tweets, tweeted between 4/1/2023 12:00:00 AM and 8/14/2023 12:00:00 AM. The network was obtained from Twitter on Monday, 14 August 2023 at 23:02 UTC.
The tweets in the network were tweeted over the 530-day, 0-hour, 36-minute period from Wednesday, 02 March 2022 at 15:26 UTC to Monday, 14 August 2023 at 16:02 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
Vertices : 599
Unique Edges : 659
Edges With Duplicates : 1413
Total Edges : 2072
Number of Edge Types : 6
Mentions : 807
Replies to : 121
MentionsInReplyTo : 207
Tweet : 583
MentionsInQuote : 153
Quote : 201
Self-Loops : 637
Reciprocated Vertex Pair Ratio : 0.048
Reciprocated Edge Ratio : 0.0916030534351145
Connected Components : 60
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 504
Maximum Edges in a Connected Component : 1891
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.876847
Graph Density : 0.0021942926058481
Modularity : 0.322733
NodeXL Version : 1.0.1.519
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292235
Data Import : The graph represents a network of 599 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 30,000 tweets, tweeted between 4/1/2023 12:00:00 AM and 8/14/2023 12:00:00 AM. The network was obtained from Twitter on Monday, 14 August 2023 at 23:02 UTC.
The tweets in the network were tweeted over the 530-day, 0-hour, 36-minute period from Wednesday, 02 March 2022 at 15:26 UTC to Monday, 14 August 2023 at 16:02 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 : TwitterSearch3
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[106] school,counselors [80] #scchat,#mtss [75] #mtss,#makingmtsswork [73] #asca23,#scchat [73] school,counselor [68] school,counseling [64] #scchat,#edchat [62] mental,health [35] #scchat,#asca23 [33] high,school Top Word Pairs in Tweet in G1:
[22] school,counseling [20] #scchat,#antiracistsc [12] school,counselors [11] mental,health [7] school,counselor [5] schcouns4mtss,#scchat [5] oducounprograms,epsodu [4] back,forth [4] epsodu,#scchat [4] student,voice Top Word Pairs in Tweet in G2:
[24] #asca23,#scchat [23] school,counselors [16] #scchat,#asca23 [14] school,counseling [14] school,counselor [9] sometimes,school [7] ascatweets,#scchat [5] #scchat,#edutwitter [5] looking,forward [5] affinity,group Top Word Pairs in Tweet in G3:
[22] #asca23,#scchat [10] #scchat,#asca23 [9] school,counselors [7] #scchat,#counselored [6] school,counseling [6] ascatweets,#asca23 [4] school,counselor [4] #scchat,friends [4] better,year [4] school,year Top Word Pairs in Tweet in G4:
[11] school,counselors [9] #scchat,#edchat [7] self,care [6] 2023,2024 [6] school,year [5] feel,free [5] high,school [5] school,counselor [4] ms_robertson84,sch_counselor [4] #scchat,join Top Word Pairs in Tweet in G5:
[31] #schoolcounselors,#teachers [27] #scchat,#teachertwitter [27] #sel,#socialemotionallearning [27] #k12,#scchat [27] #edutwitter,#schoolcounselors [27] #socialemotionallearning,#k12 [27] #teachertwitter,#edutwitter [27] #teachers,#educators [8] school,counselor [5] school,counseling Top Word Pairs in Tweet in G6:
[5] #asca23,#scchat [4] #ascaldi23,#asca23 [3] #scchat,#equity [3] #nacac,members [3] college,admission [2] slate,candidates [2] more,equitable [2] mrscford_tweets,tracyscottkelly [2] #equity,#allkids [2] school,counselors Top Word Pairs in Tweet in G7:
[46] #scchat,#edchat [9] educationweek,#scchat [7] mental,health [7] #edchat,#scchat [6] high,school [4] #asca23,#scchat [4] washingtonpost,#scchat [4] #lgbtq,#scchat [3] #edchat,#sbmhchat [3] ileananajarro,educationweek Top Word Pairs in Tweet in G8:
[79] #scchat,#mtss [75] #mtss,#makingmtsswork [19] #scchat,#makingmtsswork [14] mental,health [10] #makingmtsswork,#scchat [9] school,counselor [8] school,counselors [6] #pbis,#makingmtsswork [6] #asca23,#scchat [6] sc,guide Top Word Pairs in Tweet in G9:
[6] high,school [4] school,counselor [3] black,people [3] students,#scchat [3] career,counseling [3] school,counselors [3] today,#scchat [2] tilt,head [2] last,day [2] calc,12th Top Word Pairs in Tweet in G10:
[14] #scchat,#schoolcounseling [12] school,counselors [9] school,counselor [7] counseling,program [5] notch,excellent [5] announce,2023 [5] texas,school [5] way,go [5] help,congratulate [5] program,way Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: