The graph represents a network of 4,866 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 July 2022 at 10:39 UTC.
The requested start date was Monday, 11 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 23-hour, 30-minute period from Sunday, 03 July 2022 at 00:30 UTC to Monday, 11 July 2022 at 00:00 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 : 4866
Unique Edges : 3287
Edges With Duplicates : 12038
Total Edges : 15325
Number of Edge Types : 5
MentionsInRetweet : 6409
Mentions : 2029
Retweet : 4756
Tweet : 2028
Replies to : 103
Self-Loops : 2164
Reciprocated Vertex Pair Ratio : 0.036222122436761
Reciprocated Edge Ratio : 0.0699118879098657
Connected Components : 451
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 3710
Maximum Edges in a Connected Component : 13116
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.628389
Graph Density : 0.000292441755596756
Modularity : 0.405833
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,866 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 July 2022 at 10:39 UTC.
The requested start date was Monday, 11 July 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 23-hour, 30-minute period from Sunday, 03 July 2022 at 00:30 UTC to Monday, 11 July 2022 at 00:00 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 : edchat
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:
[567] #edchat,#edutwitter [438] #edutwitter,#teaching [368] #edchat,#edtech [366] instruction,10 [366] 10minutepd,#edchat [358] principles,instruction [355] tcea,principles [352] 10,tipsâ [352] tipsâ,10minutepd [267] #edtech,#edchat Top Word Pairs in Tweet in G1:
[441] #edchat,#edutwitter [428] #edutwitter,#teaching [358] instruction,10 [358] 10minutepd,#edchat [350] principles,instruction [348] tcea,principles [344] 10,tipsâ [344] tipsâ,10minutepd [91] #edchat,#teachertwitter [84] kick,idk Top Word Pairs in Tweet in G2:
[226] #edchat,#edtech [111] #education,#edchat [109] #edtech,#homeschool [107] #edtech,#edchat [91] #homeschool,#homeschooling [89] #edchat,#k12 [79] #etcoaches,#techcoachedu [72] #techcoachedu,#techcoach [64] #educoach,#edchat [45] read,more Top Word Pairs in Tweet in G3:
[39] î,î [25] #edtech,#edchat [25] #edchat,#education [20] #mradampe,#pegeeks [19] #googleei,#googleet [18] #pegeeks,#ukpechat [18] #ukpechat,#physed [17] #physed,#googleei [17] #googleet,#googlepd [14] #edutwitter,#edchat Top Word Pairs in Tweet in G4:
[56] #edtech,#edchat [42] read,gr8 [42] gr8,book [42] book,2nite [42] 2nite,#asmsg [42] #asmsg,#edchat [42] #edchat,#iartg [42] #iartg,read [42] read,free [42] free,#kindleunlimited Top Word Pairs in Tweet in G5:
[47] #edutwitter,#suptchat [43] strategies,impactful [43] impactful,communication [43] great,leaders [40] e_sheninger,strategies [37] #edchat,#digilead [37] wadestanford,great [33] #digilead,#edutwitter [31] communication,#edchat [30] #suptchat,#cpchatâ Top Word Pairs in Tweet in G6:
[94] #teachertwitter,#edchat [65] insight,educator [65] educator,tracy [65] tracy,edwards [65] edwards,#teachertwitter [62] teacher2teacher,insight [32] show,ss [32] ss,each [32] each,important [32] important,part Top Word Pairs in Tweet in G7:
[43] point,racing [43] racing,curriculum [43] curriculum,students [43] students,understand [43] understand,retain [43] retain,check [42] catlin_tucker,point [40] check,conversatâ [17] design,facilitate [17] facilitate,learning Top Word Pairs in Tweet in G8:
[146] words,kids [146] kids,love [146] love,hearing [146] hearing,welcome [146] welcome,missed [146] missed,glad [146] glad,believe [145] brianmendler,words [9] educators,reflect [9] reflect,improve Top Word Pairs in Tweet in G9:
[18] #teachertwitter,#edchat [15] #caedu,#edchat [11] hereâ,recap [11] recap,six [11] six,key [11] decisions,matter [11] matter,schools [11] schools,educators [11] educators,#edchat [10] shorter,school Top Word Pairs in Tweet in G10:
[16] drdoug's,netnuggets [16] netnuggets,#edchat [16] #edchat,#cpchat [15] #edchat,#edequity [10] social,studies [10] services,blogs [9] #edchat,#edleaders [9] ω,increasingly [9] increasingly,obvious [9] obvious,fragility Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: