The graph represents a network of 5,892 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, 12 April 2021 at 10:52 UTC.
The requested start date was Monday, 12 April 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 4-day, 10-hour, 2-minute period from Wednesday, 07 April 2021 at 00:53 UTC to Sunday, 11 April 2021 at 10:55 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 : 5892
Unique Edges : 3413
Edges With Duplicates : 12218
Total Edges : 15631
Number of Edge Types : 5
Retweet : 4738
MentionsInRetweet : 6128
Mentions : 2760
Tweet : 1905
Replies to : 100
Self-Loops : 1995
Reciprocated Vertex Pair Ratio : 0.034399086497288
Reciprocated Edge Ratio : 0.06651028011591
Connected Components : 701
Single-Vertex Connected Components : 343
Maximum Vertices in a Connected Component : 3988
Maximum Edges in a Connected Component : 12181
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.238027
Graph Density : 0.000208788464528087
Modularity : 0.437535
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,892 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, 12 April 2021 at 10:52 UTC.
The requested start date was Monday, 12 April 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 4-day, 10-hour, 2-minute period from Wednesday, 07 April 2021 at 00:53 UTC to Sunday, 11 April 2021 at 10:55 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:
[514] #edchat,#k12 [327] #edtech,#edchat [289] #k12,#teachertwitter [278] #edchat,#edtech [270] #edchat,#edutwitter [239] #education,#edchat [235] each,student [235] easy,way [234] walking,down [233] student,walking Top Word Pairs in Tweet in G1:
[150] #edchat,#edtech [148] #education,#edchat [129] #edchat,#k12 [85] #edtech,#edchat [50] #edtech,#homeschool [49] #edtech,#education [46] #homeschool,#homeschooling [44] #edchat,#education [38] rdene915,check [37] #teaching,#edchat Top Word Pairs in Tweet in G2:
[42] #edchat,#education [24] #edtech,#edchat [18] #education,#edchat [16] #edchat,#edtech [16] #edchat,#edutwitter [16] #3rdchat,#4thchat [16] #4thchat,#5thchat [15] #googleei,#googleet [15] #googleet,#googlepd [15] oklahoma,city Top Word Pairs in Tweet in G3:
[298] #edchat,#k12 [227] #k12,#teachertwitter [69] #edchat,#teachertwitter [42] teachers,one's [36] weareteachers,#edchat [33] one's,#edchat [31] math,teachers [30] weareteachers,math [28] nature,beast [28] beast,#edchat Top Word Pairs in Tweet in G4:
[208] each,student [208] student,walking [208] walking,down [208] down,hall [208] hall,deserves [208] deserves,eye [208] eye,contact [208] contact,positive [208] positive,greeting [208] greeting,easy Top Word Pairs in Tweet in G5:
[185] class,size [185] size,matter [185] matter,teachers [185] teachers,less [185] less,time [185] time,support [185] support,students [185] students,individually [185] individually,build [185] build,relationships Top Word Pairs in Tweet in G6:
[123] #edchat,#edutwitter [110] knowing,paves [110] paves,way [110] way,learners [110] learners,need [110] need,#edchat [109] e_sheninger,knowing [41] learning,recovery [41] recovery,acceleration [41] acceleration,#edchat Top Word Pairs in Tweet in G7:
[18] ada,lovelace [12] lovelace,inspired [12] inspired,language [12] language,makes [12] makes,modern [12] modern,defense [12] defense,air [12] air,systems [12] systems,work [12] work,#womeninstem Top Word Pairs in Tweet in G8:
[39] each,other's [26] forget,person's [26] person's,greatest [26] greatest,emotional [26] emotional,need [26] need,feel [26] feel,appreciated [26] appreciated,jackson [26] jackson,brown [26] brown,jr Top Word Pairs in Tweet in G9:
[25] #edtech,#edchat [25] #edreform,#edpolicy [25] before,me' [25] me',requires [25] requires,students [25] students,stuck [25] stuck,first [25] first,try [25] try,solve [25] solve,problem Top Word Pairs in Tweet in G10:
[32] #leadinclusion,#globalsped [21] success,inclusion [21] inclusion,depends [21] depends,classroom [21] classroom,teachers [21] teachers,special [21] special,education [21] education,teachers [20] leeannjung,success [20] teachers,#leadinclus Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: