The graph represents a network of 3,486 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, 14 November 2022 at 11:35 UTC.
The requested start date was Monday, 14 November 2022 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 4-day, 8-hour, 48-minute period from Monday, 31 October 2022 at 01:01 UTC to Friday, 04 November 2022 at 09:50 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 : 3486
Unique Edges : 2025
Edges With Duplicates : 7524
Total Edges : 9549
Number of Edge Types : 5
Retweet : 3032
MentionsInRetweet : 3897
Mentions : 1251
Tweet : 1322
Replies to : 47
Self-Loops : 1393
Reciprocated Vertex Pair Ratio : 0.0406795884182819
Reciprocated Edge Ratio : 0.0781788916992412
Connected Components : 476
Single-Vertex Connected Components : 242
Maximum Vertices in a Connected Component : 2312
Maximum Edges in a Connected Component : 7341
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.722942
Graph Density : 0.000357980394626261
Modularity : 0.418476
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 3,486 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, 14 November 2022 at 11:35 UTC.
The requested start date was Monday, 14 November 2022 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 4-day, 8-hour, 48-minute period from Monday, 31 October 2022 at 01:01 UTC to Friday, 04 November 2022 at 09:50 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:
[395] #teaching,#learning [345] #learning,#edchat [278] exploring,principles [278] teacherhead,#teaching [278] instructionâ,teacherhead [278] principles,instructionâ [277] tcea,exploring [196] #edchat,#edtech [139] #edtech,#edchat [134] #education,#edchat Top Word Pairs in Tweet in G1:
[341] #teaching,#learning [298] #learning,#edchat [251] instructionâ,teacherhead [251] principles,instructionâ [251] exploring,principles [251] teacherhead,#teaching [250] tcea,exploring [79] tcea,looking [74] tcea,10 [63] 90,minute Top Word Pairs in Tweet in G2:
[131] #edchat,#edtech [71] #education,#edchat [59] #edtech,#edchat [49] #edtech,#homeschool [46] #edchat,#k12 [41] #homeschool,#homeschooling [32] learn,more [29] happy,#halloween [29] 23,23 [25] #education,#edtech Top Word Pairs in Tweet in G3:
[19] #edtech,#edchat [18] #edutwitter,#edchat [15] #2ndchat,#3rdchat [13] #education,#edchat [13] #3rdchat,#4thchat [12] learn,more [12] #edchat,#2ndchat [12] #langarts,#ela [11] #5thchat,#6thchat [10] #edchat,#teachers Top Word Pairs in Tweet in G4:
[87] #accessibility,tools [87] best,work [87] tools,available [87] kinds,best [87] learners,kinds [87] built,#accessibility [87] available,microsoft [87] empower,learners [87] 365,empower [87] microsoft,365 Top Word Pairs in Tweet in G5:
[84] brain,blast [75] hint,love [75] happens,student [75] love,exam [75] exam,wrappers [75] student,performs [75] test,hint [75] #ukedchat,#students [75] wrappers,brain [75] poorly,test Top Word Pairs in Tweet in G6:
[91] making,coding [91] board,filled [91] coding,technology [91] reading,learning [91] november,choice [91] choice,board [91] technology,fun [91] friends,november [91] learning,making [91] filled,reading Top Word Pairs in Tweet in G7:
[59] special,education [47] meet,students' [47] education,rooms [47] students',needs [47] justify,studentsâ [47] rooms,meet [47] adultsâ,needs [47] needs,adultsâ [47] studentsâ,placements [47] placements,special Top Word Pairs in Tweet in G8:
[99] leaving,profession [99] class,sizes [99] support,class [99] teachers,lack [99] preparation,teachers [99] profession,inadequate [99] lack,support [99] teachers,leaving [99] inadequate,preparation [98] fixingeducation,teachers Top Word Pairs in Tweet in G9:
[67] check,live [67] make,math [65] live,make [61] math,moments [48] moments,virtual [46] #mathchat,#edchat [45] registration,free [45] virtual,summit [45] summit,registration [43] #mmmsummit2022,#mathchat Top Word Pairs in Tweet in G10:
[34] week,positive [34] start,week [34] mindset,change [34] week,unfolds [34] unfolds,great [34] change,week [34] great,week [34] positive,mindset [34] week,focusing [33] drmarciatate,start Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: