The graph represents a network of 4,814 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, 05 December 2022 at 11:45 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 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 9-day, 7-hour, 59-minute period from Friday, 25 November 2022 at 17:00 UTC to Monday, 05 December 2022 at 01:00 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 : 4814
Unique Edges : 2675
Edges With Duplicates : 12187
Total Edges : 14862
Number of Edge Types : 5
Tweet : 2281
Mentions : 2454
Retweet : 4446
MentionsInRetweet : 5594
Replies to : 87
Self-Loops : 2454
Reciprocated Vertex Pair Ratio : 0.0389455782312925
Reciprocated Edge Ratio : 0.074971353740383
Connected Components : 558
Single-Vertex Connected Components : 293
Maximum Vertices in a Connected Component : 3490
Maximum Edges in a Connected Component : 12120
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.944267
Graph Density : 0.000263662385774713
Modularity : 0.383415
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,814 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, 05 December 2022 at 11:45 UTC.
The requested start date was Monday, 05 December 2022 at 01:01 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 9-day, 7-hour, 59-minute period from Friday, 25 November 2022 at 17:00 UTC to Monday, 05 December 2022 at 01:00 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:
[346] #edchat,#edtech [262] #edtech,#edchat [258] school,november [258] child,allowed [258] allowed,attend [258] black,child [258] 14,1960 [258] bridges,first [258] november,14 [258] white,school Top Word Pairs in Tweet in G1:
[246] school,november [246] 14,1960 [246] white,school [246] bridges,first [246] ruby,bridges [246] 1960,68 [246] child,allowed [246] allowed,attend [246] attend,white [246] first,black Top Word Pairs in Tweet in G2:
[219] brain,blast [100] #learning,#edchat [94] engaged,brookespubco [94] #edchat,#education [94] students,engaged [94] keeping,students [94] brookespubco,#teaching [94] #teaching,#learning [92] tcea,keeping [89] #edchat,#k12 Top Word Pairs in Tweet in G3:
[126] #education,#edchat [126] #edtech,#edchat [109] native,american [106] #edchat,#edtech [64] #edtech,#education [53] #k12,#edchat [51] #edchat,#k12 [43] culture,iblock [43] american,culture [43] exploring,native Top Word Pairs in Tweet in G4:
[37] #edtech,#edchat [28] telfar,bag [28] bag,70 [20] #edchat,#learning [19] #edchat,#edtech [19] learn,more [16] #education,#edchat [15] #edchat,#education [14] #edutwitter,#edchat [14] #k12,#edchat Top Word Pairs in Tweet in G5:
[66] agreed,#edchat [65] ritawirtz,agreed [26] #edtechchat,#edchat [26] #edtech,#edtechchat [21] #edchat,scoopit [18] serious,behavioral [18] behavioral,challenge [18] complex,serious [18] bullying,complex [18] both,school Top Word Pairs in Tweet in G6:
[215] choice,boards [106] boards,find [106] find,choice [106] december,time [106] time,december [106] boards,share [106] december,choice [105] share,chang [105] shannonmmiller,december [16] shape,academy Top Word Pairs in Tweet in G7:
[59] help,students [49] provide,help [49] reflect,impact [49] students,manage [49] impact,actions [49] manage,emotions [49] actions,social [49] emotions,reflect [49] strategies,provide [48] catlin_tucker,strategies Top Word Pairs in Tweet in G8:
[20] #ewopinion,#edchat [20] #edchat,#satchat [17] 2023,#edchat [17] issues,facing [17] facing,education [17] 11,critical [17] #satchat,educationweek [17] education,2023 [17] critical,issues [15] petermdewitt,11 Top Word Pairs in Tweet in G9:
[33] #education,#edchat [28] matthiefield,school [27] school,libraries [26] gaps,make [26] wider,opportunity [26] opportunity,gaps [26] sure,support [26] support,school [26] creating,wider [26] libraries,disappearing Top Word Pairs in Tweet in G10:
[98] #aussieed,#edchat [92] #ukedchat,#science [91] #science,#nqtchat [74] #nqtchat,#ittchat [73] #ittchat,#aussieed [70] #edchat,#aqascience [61] #aqascience,#revision [49] here's,today's [39] mock,exams [38] until,last Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: