The graph represents a network of 4,049 Twitter users whose recent tweets contained "edchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 11:51 UTC.
The tweets in the network were tweeted over the 2254-day, 2-hour, 56-minute period from Sunday, 04 December 2016 at 22:04 UTC to Monday, 06 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 4049
Unique Edges : 2700
Edges With Duplicates : 7846
Total Edges : 10546
Number of Edge Types : 9
Retweet : 2796
MentionsInRetweet : 3727
Mentions : 1815
Quote : 147
Tweet : 1387
Replies to : 196
MentionsInQuote : 124
MentionsInQuoteReply : 15
MentionsInReplyTo : 339
Self-Loops : 1786
Reciprocated Vertex Pair Ratio : 0.0437408873151427
Reciprocated Edge Ratio : 0.0838156056675314
Connected Components : 466
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 2701
Maximum Edges in a Connected Component : 7778
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.673679
Graph Density : 0.000305728638408742
Modularity : 0.451301
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,049 Twitter users whose recent tweets contained "edchat", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 11:51 UTC.
The tweets in the network were tweeted over the 2254-day, 2-hour, 56-minute period from Sunday, 04 December 2016 at 22:04 UTC to Monday, 06 February 2023 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[379] #edchat,#edtech [246] #edtech,#edchat [232] brain,blast [230] use,chatgpt [219] save,time [218] teachers,use [217] #ukedchat,#edchat [212] chatgpt,save [212] time,brain [210] blast,#chatgpt Top Word Pairs in Tweet in G1:
[116] #edchat,#edtech [59] #edtech,#homeschool [52] #homeschool,#homeschooling [49] #education,#edchat [40] #edtech,#edchat [22] field,day [19] #d123,#edchat [17] #googleei,#googleet [17] #googleet,#googlepd [16] #mradampe,#pegeeks Top Word Pairs in Tweet in G2:
[29] #edtech,#edchat [18] #6thchat,#7thchat [18] #5thchat,#6thchat [16] #edchat,#edtech [15] #edchat,#5thchat [12] #langarts,#ela [10] #edchat,#education [9] #edtech,#education [9] #2ndchat,#3rdchat [9] learn,more Top Word Pairs in Tweet in G3:
[189] tool,students [189] kathy,hirsh [189] friend,classroom [189] way,#chatgpt [189] students,kathy [189] amazing,tool [189] used,right [189] #chatgpt,friend [189] right,way [189] classroom,amazing Top Word Pairs in Tweet in G4:
[190] brain,blast [179] blast,#chatgpt [179] use,chatgpt [179] time,brain [179] teachers,use [179] chatgpt,save [179] save,time [174] #teaching,#k12 [173] #k12,#ukedchat [173] #chatgpt,#teaching Top Word Pairs in Tweet in G5:
[30] certified,author [26] #edtech,#edchat [25] 20,collaborative [25] collaborative,tools [25] tools,google [21] shakeuplearning,20 [17] book,creator [17] students,use [15] months,ago [15] few,months Top Word Pairs in Tweet in G6:
[39] #edchat,#k12 [22] rosa,parks [22] mrs,rosa [22] struggle,rebellious [22] black,freedom [22] freedom,struggle [22] life,mrs [22] teach,black [22] rebellious,life [21] talking,#science Top Word Pairs in Tweet in G7:
[33] cycle,learning [33] setting,target [33] life,cycle [33] journey,educator [33] target,self [33] assessing,reflecting [33] reflecting,lesson [33] learning,journey [33] lesson,life [33] self,assessing Top Word Pairs in Tweet in G8:
[87] vaccine,mandate [66] covid,19 [65] door,covid [65] california,state [65] leaders,seem [65] mandate,school [65] seem,quietly [65] school,children [65] state,leaders [65] quietly,closing Top Word Pairs in Tweet in G9:
[48] #aussieed,#edchat [39] playlists,hot [39] sessions,wk [39] coaching,sessions [39] multiple,teachers [39] design,self [39] wk,multiple [39] hot,topic [39] topic,coaching [39] curious,benefits Top Word Pairs in Tweet in G10:
[28] #edchat,#teaching [24] #learning,happen [24] tnvora,#edchat [24] happen,tnvora [24] great,leaders [23] tcea,#learning [23] #susancolton,#edchat [19] #edtech,#edchat [19] wadestanford,great [13] schedule,rest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: