The graph represents a network of 5,192 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, 28 March 2022 at 10:22 UTC.
The requested start date was Monday, 28 March 2022 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, 6-hour, 1-minute period from Tuesday, 22 March 2022 at 17:59 UTC to Monday, 28 March 2022 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 : 5192
Unique Edges : 4075
Edges With Duplicates : 12155
Total Edges : 16230
Number of Edge Types : 5
Mentions : 1922
MentionsInRetweet : 7363
Retweet : 4985
Tweet : 1858
Replies to : 102
Self-Loops : 2071
Reciprocated Vertex Pair Ratio : 0.0320348539210661
Reciprocated Edge Ratio : 0.0620809535634467
Connected Components : 472
Single-Vertex Connected Components : 228
Maximum Vertices in a Connected Component : 3965
Maximum Edges in a Connected Component : 14019
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.934322
Graph Density : 0.000298831181976391
Modularity : 0.436324
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,192 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, 28 March 2022 at 10:22 UTC.
The requested start date was Monday, 28 March 2022 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, 6-hour, 1-minute period from Tuesday, 22 March 2022 at 17:59 UTC to Monday, 28 March 2022 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:
[498] tcea,ways [461] #edchat,#learning [384] #edchat,#edutwitter [318] #learning,#edutwitter [316] ways,learn [315] learn,tnvora [315] tnvora,#edchat [311] special,education [256] #teachertwitter,#edchat [247] #edutwitter,#learning Top Word Pairs in Tweet in G1:
[455] tcea,ways [413] #edchat,#learning [282] #learning,#edutwitter [280] ways,learn [279] learn,tnvora [279] tnvora,#edchat [244] #edchat,#edutwitter [240] #edutwitter,#learning [193] ways,start [193] start,lesson Top Word Pairs in Tweet in G2:
[204] #edchat,#k12 [175] big,education [174] education,ape [174] #redfored,#tbats [161] #tbats,#edchat [133] #edchat,#edtech [130] ape,top [130] 2022,#redfored [119] #k12,#learning [107] high,school Top Word Pairs in Tweet in G3:
[167] #teachertwitter,#edchat [159] inspiration,educator [157] conversation,gt [157] gt,consequence [157] consequence,inspiration [157] educator,justintarte [157] justintarte,#teachertwitter [157] #edchat,#betheone [156] teacher2teacher,conversation [52] #edchat,#teachertwitter Top Word Pairs in Tweet in G4:
[271] special,education [123] leeannjung,special [112] education,students [106] students,special [106] education,service [106] service,identity [106] identity,students [106] students,general [105] general,educ [34] think,being Top Word Pairs in Tweet in G5:
[19] #edchat,#education [18] #pegeeks,#ukpechat [18] #ukpechat,#physed [17] #edchat,#edutwitter [17] #physed,#googleei [16] #googleei,#googleet [16] #mradampe,#pegeeks [14] #googleet,#googlepd [12] #education,#edchat [11] #edtech,#edchat Top Word Pairs in Tweet in G6:
[27] #edtech,#edchat [19] #teachertwitter,#edchat [12] drdoug's,netnuggets [12] netnuggets,#edchat [12] #edchat,#cpchat [11] #tcea,#iste [9] mental,health [8] #k12,#edchat [8] #tlchat,#sschat [7] #edchat,#googleedu Top Word Pairs in Tweet in G7:
[34] #edutwitter,#edchat [31] #education,#teachertwitter [28] #teachertwitter,#edutwitter [26] #edchat,#edu [25] pure,gold [25] gold,casas_jimmy [25] casas_jimmy,book [25] book,#culturize [25] #culturize,#mywhy [25] #mywhy,#education Top Word Pairs in Tweet in G8:
[123] little,support [123] support,teachers [122] sometimes,need [122] need,little [122] teachers,provide [122] provide,everyday [122] everyday,very [122] very,little [122] little,return [122] return,teacher Top Word Pairs in Tweet in G9:
[79] 10,ways [79] ways,evidence [79] evidence,learning [79] learning,beyond [79] beyond,test [79] test,score [79] score,kb_intl [79] kb_intl,created [79] created,part [79] part,gcouros Top Word Pairs in Tweet in G10:
[27] give,students [27] students,agency [27] agency,choose [27] choose,product [27] product,demonstrate [27] demonstrate,learning [27] learning,aren [27] aren,sure [27] sure,assess [27] assess,different Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: