The graph represents a network of 5,854 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, 01 March 2021 at 11:25 UTC.
The requested start date was Monday, 01 March 2021 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 4-day, 6-hour, 46-minute period from Wednesday, 24 February 2021 at 18:13 UTC to Monday, 01 March 2021 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 : 5854
Unique Edges : 4059
Edges With Duplicates : 12240
Total Edges : 16299
Number of Edge Types : 5
Retweet : 4620
MentionsInRetweet : 6515
Tweet : 2035
Mentions : 3035
Replies to : 94
Self-Loops : 2157
Reciprocated Vertex Pair Ratio : 0.0432807908095111
Reciprocated Edge Ratio : 0.0829705505761844
Connected Components : 723
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 3870
Maximum Edges in a Connected Component : 12565
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.281381
Graph Density : 0.000227939605168911
Modularity : 0.445208
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,854 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, 01 March 2021 at 11:25 UTC.
The requested start date was Monday, 01 March 2021 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 4-day, 6-hour, 46-minute period from Wednesday, 24 February 2021 at 18:13 UTC to Monday, 01 March 2021 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:
[339] #edchat,#edtech [303] #education,#edchat [290] #edtech,#edchat [241] #edchat,#elearning [228] 77,ways [228] ways,good [228] good,job [228] job,brain [228] brain,blast [228] blast,#edchat Top Word Pairs in Tweet in G1:
[193] #edchat,#edtech [135] #education,#edchat [91] #edtech,#edchat [85] #edchat,#edutwitter [56] #edchat,#k12 [51] #cpchat,#suptchat [47] extending,grace [47] grace,yourself [46] #edchat,#education [46] #teaching,#edchat Top Word Pairs in Tweet in G2:
[190] make,school [190] school,better [190] better,place [190] place,everyone [190] everyone,make [190] make,emotional [190] emotional,health [190] health,habit [190] habit,rickwormeli2 [190] rickwormeli2,outlines Top Word Pairs in Tweet in G3:
[144] weareteachers,#edchat [101] #edchat,#literacy [100] #edchat,#k12 [77] #k12,#edchat [72] #edutwitter,#k12 [39] weareteachers,#edutwitter [34] #edchat,#teachertwitter [34] #k12,#teachertwitter [23] #teachertwitter,#edchat [23] happy,friday Top Word Pairs in Tweet in G4:
[45] #education,#edchat [30] #edchat,#edtech [23] #mealdistribution,#education [22] #edtech,#edchat [18] #pegeeks,#ukpechat [18] #ukpechat,#physed [17] #physed,#googleei [16] #edchat,#education [16] meal,distributions [16] #googleei,#googleet Top Word Pairs in Tweet in G5:
[215] 77,ways [215] ways,good [215] good,job [215] job,brain [215] brain,blast [215] blast,#edchat [215] #edchat,#elearning [214] finleyt,77 [2] interactive,display [2] #edchat,#education Top Word Pairs in Tweet in G6:
[6] jeremyfarrar,michelle_cruk [6] michelle_cruk,ukri_ceo [4] ukri_ceo,evidencebase_im [4] evidencebase_im,bulliescampaign [4] bulliescampaign,thepeopleshubuk [4] thepeopleshubuk,delusionalacad1 [4] delusionalacad1,psychmh [3] braincures,jeremyfarrar [3] psychmh,tracyb [3] dgurdasani1,dbetteracademia Top Word Pairs in Tweet in G7:
[26] open,world [26] world,students [26] students,lead [26] lead,inquiry [26] inquiry,discover [26] discover,part [25] teacher2teacher,open [17] school,year [16] #teachertwitter,#edchat [15] calling,ts Top Word Pairs in Tweet in G8:
[28] standardized,tests [28] tests,year [24] deeming,marginalized [24] marginalized,students [24] students,'lost [24] 'lost,' [24] ',perpetuate [24] perpetuate,idea [24] idea,less [24] less,intelligent Top Word Pairs in Tweet in G9:
[29] aftunion,sharemylesson [27] year,aftunion [22] stronger,together [18] virtual,conference [18] #edchat,#edtech [16] aftunion,aftteach [16] laschools,#edchat [16] #edtech,#edtechchat [15] acompáñenos,sábado [15] sábado,27 Top Word Pairs in Tweet in G10:
[43] school,measure [43] measure,success [42] success,grades [42] grades,realize [42] realize,value [42] value,learning [42] learning,learn [41] fixingeducation,school [41] learn,criti [17] educators,admire Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: