The graph represents a network of 4,040 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 11:36 UTC.
The tweets in the network were tweeted over the 2212-day, 9-hour, 2-minute period from Sunday, 12 February 2017 at 15:55 UTC to Monday, 06 March 2023 at 00:57 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 : 4040
Unique Edges : 2864
Edges With Duplicates : 8174
Total Edges : 11038
Number of Edge Types : 9
Retweet : 2936
MentionsInRetweet : 4093
Mentions : 2146
Tweet : 1250
Quote : 144
MentionsInQuote : 161
Replies to : 112
MentionsInReplyTo : 169
MentionsInQuoteReply : 27
Self-Loops : 1600
Reciprocated Vertex Pair Ratio : 0.0518726216703385
Reciprocated Edge Ratio : 0.0986290936785986
Connected Components : 416
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 2712
Maximum Edges in a Connected Component : 8396
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.603263
Graph Density : 0.00032186184699183
Modularity : 0.443792
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,040 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 11:36 UTC.
The tweets in the network were tweeted over the 2212-day, 9-hour, 2-minute period from Sunday, 12 February 2017 at 15:55 UTC to Monday, 06 March 2023 at 00:57 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:
[225] #edtech,#edchat [212] #edchat,#edtech [178] #edchat,#edutwitter [160] #edchat,#education [129] #education,#edchat [124] three,months [124] hours,30 [124] vacation,work [124] work,hours [124] overpaid,easy Top Word Pairs in Tweet in G1:
[123] peasy,includes [123] overpaid,easy [123] includes,three [123] months,vacation [123] work,hours [123] easy,peasy [123] vacation,work [123] three,months [123] hours,30 [123] job,overpaid Top Word Pairs in Tweet in G2:
[104] #edchat,#edtech [62] #edtech,#edchat [57] #edtech,#homeschool [52] #homeschool,#homeschooling [44] #education,#edchat [35] #edtech,#education [29] learn,more [24] prosthetics,iblock [23] help,students [22] students,design Top Word Pairs in Tweet in G3:
[73] brain,blast [64] #literacy,#engchat [64] #education,#vocabulary [64] #vocabulary,#reading [64] #edchat,#literacy [64] vocabulary,building [64] #teacher,#ukedchat [64] #engchat,#education [64] blast,#edchat [64] #literacy,#teacher Top Word Pairs in Tweet in G4:
[73] extended,time [72] iep,accommodation [72] time,student [72] common,iep [72] time,allowed [72] allowed,additional [72] accommodation,extended [72] student,time [72] additional,time [71] leeannjung,common Top Word Pairs in Tweet in G5:
[46] #follow,teachers [46] teachers,#follow [44] shiftparadigm,teachers [29] self,reflection [24] melanie_korach,dbrenee [24] dbrenee,princesslisssa [24] historyfrog,nieb77 [24] coachthomastech,teachershellyd [24] princesslisssa,coachthomastech [24] nieb77,melanie_korach Top Word Pairs in Tweet in G6:
[16] #edtech,#edchat [14] #education,#edchat [13] #5thchat,#6thchat [13] #6thchat,#7thchat [12] #edchat,#k12 [11] #kchat,#kinderchat [11] #edchat,#education [11] #kinderchat,#1stchat [9] #edchat,#5thchat [8] #langarts,#ela Top Word Pairs in Tweet in G7:
[60] #edtech,#edchat [29] #edchat,#edutwitter [22] #physed,#pechat [22] #mradampe,#pegeeks [22] #pechat,#googleei [21] #idiomas,#edtech [21] #googleei,#googleet [21] recursos,#idiomas [21] #edtech,cfpidiomas [21] cfpidiomas,available Top Word Pairs in Tweet in G8:
[19] #education,#edchat [13] 1st,woman [12] #edtech,#edchat [12] #sschat,#edchat [11] daily,thanks [10] bits,bytes [10] bytes,thanks [10] daily,bits [10] julie,stewart's [10] latest,julie Top Word Pairs in Tweet in G9:
[80] sad,same [80] same,time [80] #teacherlife,#edchat [80] time,#teacherlife [80] funny,sad [80] #edchat,#edutwitter [79] fixingeducation,funny [5] leaving,profession [5] class,sizes [5] support,class Top Word Pairs in Tweet in G10:
[10] paper,stories [10] mann4edu,paper [8] #education,#edchat [7] #edchat,#teachertwitter [7] #edchat,#teaching [5] #sunchat,mrspazmps [5] majalisetolan,drrachaelgeorge [5] #sheleadsk12,#sunchat [5] #memspachat,thur [5] thur,8pm Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: