The graph represents a network of 5,215 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, 27 September 2021 at 10:27 UTC.
The requested start date was Monday, 27 September 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, 7-hour, 7-minute period from Tuesday, 21 September 2021 at 16:54 UTC to Monday, 27 September 2021 at 00:01 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 : 5215
Unique Edges : 3382
Edges With Duplicates : 12283
Total Edges : 15665
Number of Edge Types : 5
Tweet : 1929
Retweet : 4797
MentionsInRetweet : 6312
Mentions : 2491
Replies to : 136
Self-Loops : 2097
Reciprocated Vertex Pair Ratio : 0.0348148148148148
Reciprocated Edge Ratio : 0.0672870436649964
Connected Components : 576
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 3625
Maximum Edges in a Connected Component : 12769
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.848813
Graph Density : 0.000256886375313017
Modularity : 0.401836
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,215 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, 27 September 2021 at 10:27 UTC.
The requested start date was Monday, 27 September 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, 7-hour, 7-minute period from Tuesday, 21 September 2021 at 16:54 UTC to Monday, 27 September 2021 at 00:01 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:
[367] #edtech,#edchat [333] #edchat,#k12 [283] #edchat,#edtech [274] pear,deck [242] #edchat,#learning [239] #pedagogy,#learning [200] research,based [200] based,#teaching [200] #teaching,strategies [200] strategies,classroom Top Word Pairs in Tweet in G1:
[269] pear,deck [215] #pedagogy,#learning [204] #edchat,#learning [189] #edchat,#k12 [176] research,based [176] based,#teaching [176] #teaching,strategies [176] strategies,classroom [176] classroom,key [176] key,#edchat Top Word Pairs in Tweet in G2:
[46] sometimes,very [46] very,minor [46] minor,shifts [46] shifts,profound [46] profound,impact [46] impact,students [46] students,feel [46] feel,work [45] ascd,sometimes [45] work,balancedteac Top Word Pairs in Tweet in G3:
[17] #edchat,#education [16] #education,#edchat [16] #pegeeks,#ukpechat [16] #ukpechat,#physed [15] #physed,#googleei [15] #chemchat,#apchem [15] #apchem,#wednesdaymotivations [15] #wednesdaymotivations,#edchat [15] #edchat,#nyc [15] #nyc,#nydoe Top Word Pairs in Tweet in G4:
[60] #aussieed,#edchat [56] #edchat,#edtech [48] #ukedchat,#science [47] #edtech,#education [46] #teaching,#edchat [46] #education,#mzteachuh [46] #mzteachuh,#sped [46] #sped,edutopia [46] #science,#nqtchat [45] mzteachuh,educational Top Word Pairs in Tweet in G5:
[71] active,reading [71] reading,strategy [71] strategy,learning [71] learning,landscape [71] landscape,#reading [71] #reading,#edchat [69] catlin_tucker,active [67] #edchat,#blendedlearning [66] #blendedlearning,#onlin [64] thinking,routines Top Word Pairs in Tweet in G6:
[30] black,history [30] history,month [29] race,specific [28] american,history [27] reserving,limiting [27] specific,events [27] ep,42 [27] features,rachelelauthor [27] rachelelauthor,conversation [27] conversation,supporting Top Word Pairs in Tweet in G7:
[103] #edchat,#k12 [77] big,education [77] education,ape [77] #redfored,#tbats [75] #tbats,#edchat [68] ape,top [68] 2021,#redfored [56] #k12,#learning [54] gt,gt [48] #learning,#edtech Top Word Pairs in Tweet in G8:
[69] #edchat,#edutwitter [25] #edutwitter,#suptchat [23] sparking,inquiry [23] inquiry,classroom [23] classroom,#edchat [23] #edutwitter,#cpchat [23] #cpchat,#suptchat [23] #suptchat,#disruptivethink [23] #suptchat,#cpchat [22] e_sheninger,sparking Top Word Pairs in Tweet in G9:
[35] birdwriter7,#childrensbooks [34] #edchat,#bookstagram [29] #childrensbooks,#iartg [29] #iartg,#picturebooks [29] #picturebooks,#motherhood [29] #motherhood,#londonislovinit [29] #londonislovinit,#books [29] #books,#kids [29] #kids,#education [29] #education,#edchat Top Word Pairs in Tweet in G10:
[38] #edchat,#education [30] school,leadership [24] leadership,being [16] school,leaders [16] leaders,care [13] oklahoma,city [12] being,boss [12] boss,school [12] being,shepherd [12] shepherd,#edchat Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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