The graph represents a network of 4,613 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 December 2021 at 11:32 UTC.
The requested start date was Monday, 27 December 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 9-day, 10-hour, 1-minute period from Friday, 17 December 2021 at 14:57 UTC to Monday, 27 December 2021 at 00:58 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 : 4613
Unique Edges : 2855
Edges With Duplicates : 12529
Total Edges : 15384
Number of Edge Types : 5
Retweet : 4786
MentionsInRetweet : 6024
Tweet : 2113
Mentions : 2360
Replies to : 101
Self-Loops : 2306
Reciprocated Vertex Pair Ratio : 0.0267575203589829
Reciprocated Edge Ratio : 0.0521204273227582
Connected Components : 481
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 3504
Maximum Edges in a Connected Component : 13508
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.863186
Graph Density : 0.000290385649816152
Modularity : 0.365911
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,613 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 December 2021 at 11:32 UTC.
The requested start date was Monday, 27 December 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 9-day, 10-hour, 1-minute period from Friday, 17 December 2021 at 14:57 UTC to Monday, 27 December 2021 at 00:58 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:
[481] #edchat,#edtech [375] #edchat,#k12 [324] #edtech,#edchat [292] #edchat,#education [254] big,education [254] education,ape [254] #redfored,#tbats [246] #education,#edchat [241] #tbats,#edchat [220] #teachertwitter,#edchat Top Word Pairs in Tweet in G1:
[125] #edutwitter,#teachertwitter [119] #edchat,#learning [116] #teachertwitter,#edchat [114] top,10 [112] evidence,based [110] 10,evidence [110] based,#teaching [110] #teaching,strategies [110] strategies,shaunpkillian [110] shaunpkillian,elearngraphic Top Word Pairs in Tweet in G2:
[430] #edchat,#edtech [304] #edchat,#k12 [254] big,education [254] education,ape [254] #redfored,#tbats [245] #edtech,#edchat [241] #tbats,#edchat [208] 2021,#redfored [181] ape,top [179] #k12,#learning Top Word Pairs in Tweet in G3:
[91] #edchat,#edutwitter [58] social,emotional [58] emotional,support [56] systematic,approach [56] approach,social [46] support,#edchat [44] e_sheninger,systematic [38] #edutwitter,#suptchat [36] #edutwitter,#sel [35] #sel,#suptchat Top Word Pairs in Tweet in G4:
[30] #edchat,#education [26] #mradampe,#pegeeks [25] #googleei,#googleet [24] #education,#edchat [21] #googleet,#googlepd [20] #pegeeks,#ukpechat [20] #ukpechat,#physed [18] winter,break [17] #physed,#googleei [16] #ukedchat,#edchat Top Word Pairs in Tweet in G5:
[42] #teachertwitter,#edchat [34] #edtech,#ditchbook [34] #ditchbook,#tlap [33] #tlap,#etcoaches [32] #susancolton,#edchat [30] #etcoaches,#hacklearning [29] #hacklearning,#gsuiteedu [24] much,wisdom [24] wisdom,trees [24] trees,educator Top Word Pairs in Tweet in G6:
[156] know,research [156] research,shows [156] shows,forming [156] forming,positive [156] positive,relationships [156] relationships,students [156] students,biggest [156] biggest,factor [156] factor,increasing [156] increasing,student Top Word Pairs in Tweet in G7:
[67] great,teachers [67] teachers,student [67] student,struggles [67] struggles,taught [67] taught,learn [67] learn,oh [67] oh,well [66] loudlearning,great [66] well,tim [65] #edchat,#education Top Word Pairs in Tweet in G8:
[44] great,leaders [37] wadestanford,great [19] little,bit [19] bit,good [19] good,those [19] those,little [19] little,bits [19] bits,good [19] good,put [19] put,together Top Word Pairs in Tweet in G9:
[21] drdoug's,netnuggets [21] netnuggets,#edchat [21] #edchat,#cpchat [10] happy,friday [10] friday,better [10] better,incorporating [10] incorporating,music [10] music,language [10] language,class [10] class,much Top Word Pairs in Tweet in G10:
[73] educators,shift [73] shift,one [73] one,more [73] more,weeks [73] weeks,spring [73] spring,courses [73] courses,online [73] online,remote [73] remote,settings [73] settings,here's 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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Top Tweeters in G10: