The graph represents a network of 5,278 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, 02 August 2021 at 10:32 UTC.
The requested start date was Monday, 02 August 2021 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 5-day, 12-hour, 16-minute period from Tuesday, 27 July 2021 at 11:44 UTC to Monday, 02 August 2021 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 : 5278
Unique Edges : 3569
Edges With Duplicates : 12262
Total Edges : 15831
Number of Edge Types : 5
Retweet : 4653
MentionsInRetweet : 6447
Tweet : 1947
Mentions : 2591
Replies to : 193
Self-Loops : 2145
Reciprocated Vertex Pair Ratio : 0.0359702121680483
Reciprocated Edge Ratio : 0.0694425606944256
Connected Components : 560
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 3853
Maximum Edges in a Connected Component : 13131
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.370625
Graph Density : 0.000264720609352159
Modularity : 0.421887
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,278 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, 02 August 2021 at 10:32 UTC.
The requested start date was Monday, 02 August 2021 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 5-day, 12-hour, 16-minute period from Tuesday, 27 July 2021 at 11:44 UTC to Monday, 02 August 2021 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:
[421] #edtech,#edchat [297] #edchat,#edutwitter [262] #edchat,#edtech [260] school,year [255] #edchat,#learning [222] always,remember [193] #learning,#k12 [160] #edchat,#k12 [144] #edchat,#education [141] #educoach,#edchat Top Word Pairs in Tweet in G1:
[243] #edchat,#learning [190] #learning,#k12 [172] #edtech,#edchat [134] #educoach,#edchat [121] learning,strategies [118] #edchat,#edtech [114] ways,instantly [114] instantly,improve [114] improve,active [114] active,#listening Top Word Pairs in Tweet in G2:
[43] online,course [40] support,teachers [39] self,paced [39] paced,online [39] teachers,continuing [39] continuing,#udl [34] #udl,#blendedlearing [32] designed,self [32] course,katienovakudl [32] katienovakudl,support Top Word Pairs in Tweet in G3:
[188] always,remember [94] students,always [94] remember,taught [94] taught,always [94] remember,made [94] made,feel [94] feel,rjmotivates [94] elmagazine,students [81] one,important [81] important,relationships Top Word Pairs in Tweet in G4:
[19] #3rdchat,#4thchat [18] school,year [17] #edchat,#edutwitter [17] #education,#edchat [17] #edtech,#edchat [17] oklahoma,city [15] #education,#learning [15] #edchat,#3rdchat [15] #4thchat,#5thchat [14] #elearning,#education Top Word Pairs in Tweet in G5:
[90] students,actually [89] differentiation,rational [89] rational,approach [89] approach,meeting [89] meeting,needs [89] needs,students [89] actually,making [89] making,happen [89] happen,classroom [88] teachthought,differentiation Top Word Pairs in Tweet in G6:
[92] school,year [91] creating,virtual [91] virtual,school [91] year,adding [91] adding,virtual [91] virtual,options [91] options,learners [91] learners,considerations [90] e_sheninger,creating [90] considerations,resourc Top Word Pairs in Tweet in G7:
[6] jeremyfarrar,michelle_cruk [6] michelle_cruk,ukri_ceo [6] ukri_ceo,evidencebase_im [6] evidencebase_im,bulliescampaign [6] bulliescampaign,thepeopleshubuk [5] braincures,jeremyfarrar [4] thepeopleshubuk,delusionalacad1 [4] delusionalacad1,psychmh [4] inequality,#education [4] #education,forefront Top Word Pairs in Tweet in G8:
[13] watch,minute [13] minute,video [13] video,three [13] three,reasons [13] reasons,#retrievalpractice [13] #retrievalpractice,boosts [13] boosts,student [13] student,learning [13] learning,poojaagarwal [13] summer,series Top Word Pairs in Tweet in G9:
[28] overstate,importance [28] importance,first [28] first,45 [28] 45,minutes [28] minutes,first [28] first,day [28] day,class [28] class,students [28] students,ask [28] ask,trust Top Word Pairs in Tweet in G10:
[18] give,away [18] away,few [18] few,copies [18] copies,shattering [18] shattering,perfect [18] perfect,#teachermyth [18] #teachermyth,winners [18] winners,copies [18] copies,book [17] aaron_hogan,give 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 G7:
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: