The graph represents a network of 5,289 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, 06 December 2021 at 11:25 UTC.
The requested start date was Monday, 06 December 2021 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 5-day, 0-hour, 23-minute period from Wednesday, 01 December 2021 at 00:37 UTC to Monday, 06 December 2021 at 01:00 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 : 5289
Unique Edges : 3174
Edges With Duplicates : 12726
Total Edges : 15900
Number of Edge Types : 5
Mentions : 2210
Replies to : 87
Retweet : 5113
MentionsInRetweet : 6738
Tweet : 1752
Self-Loops : 1888
Reciprocated Vertex Pair Ratio : 0.030635508691935
Reciprocated Edge Ratio : 0.0594497442278446
Connected Components : 469
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 4093
Maximum Edges in a Connected Component : 13720
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.723423
Graph Density : 0.000258614845586235
Modularity : 0.409033
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,289 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, 06 December 2021 at 11:25 UTC.
The requested start date was Monday, 06 December 2021 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 5-day, 0-hour, 23-minute period from Wednesday, 01 December 2021 at 00:37 UTC to Monday, 06 December 2021 at 01:00 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:
[562] #executivefunctioning,#sel [562] #sel,#skillbuilding [562] #skillbuilding,#edchat [559] selearningedu,#executivefunctioning [331] #edchat,#edtech [266] #edchat,#teachertwitter [258] #edchat,#k12 [248] #edchat,#learning [230] #edtech,#edchat [198] students,maximize Top Word Pairs in Tweet in G1:
[228] #edchat,#teachertwitter [208] #edchat,#learning [185] students,maximize [185] maximize,#learning [185] #learning,pegeekscorner [185] pegeekscorner,#edchat [185] #teachertwitter,#globaled [185] #globaled,#edu [182] tcea,students [171] reminder,#edchat Top Word Pairs in Tweet in G2:
[249] #edchat,#edtech [238] #edchat,#k12 [171] #edtech,#edchat [141] #redfored,#tbats [140] big,education [140] education,ape [136] #tbats,#edchat [124] 2021,#redfored [123] ape,top [106] #education,#edchat Top Word Pairs in Tweet in G3:
[512] #executivefunctioning,#sel [512] #sel,#skillbuilding [512] #skillbuilding,#edchat [511] selearningedu,#executivefunctioning [6] tcea,weekend [6] weekend,reminder [6] reminder,#edchat [6] #edchat,#teacherlife [5] principals,see [5] see,teachers Top Word Pairs in Tweet in G4:
[144] #edtech,#ditchbook [144] #ditchbook,#tlap [141] #tlap,#etcoaches [90] mrshowell24,using [89] #edchat,#leadlap [89] #googlei,#educoach [89] using,starbucks [89] starbucks,rubric [89] rubric,helped [89] helped,students Top Word Pairs in Tweet in G5:
[22] #mradampe,#pegeeks [22] #physed,#pechat [22] #pechat,#googleei [21] #googleei,#googleet [20] #pegeeks,#physed [17] #googleet,#googlepd [13] #edtech,#edchat [12] #googlepd,#primaryrocks [11] #primaryrocks,#ukedchat [11] #ukedchat,#edchat Top Word Pairs in Tweet in G6:
[41] students,know [41] know,study [41] study,jamie [41] jamie,knouse [41] knouse,realized [41] realized,ss' [41] ss',study [41] study,skills [41] skills,use [41] use,boost Top Word Pairs in Tweet in G7:
[46] coaches,precisely [46] precisely,teachers [46] teachers,need [46] need,right [46] right,colleague [46] colleague,cheering [46] cheering,offering [46] offering,moment [46] moment,support [45] elmagazine,coaches Top Word Pairs in Tweet in G8:
[7] stem,steam [7] steam,show [7] show,putting [7] putting,#art [7] #art,stem [7] stem,ada [7] ada,lovelace [7] lovelace,wrote [7] wrote,world's [7] world's,first Top Word Pairs in Tweet in G9:
[32] #edchat,#edutwitter [28] #edutwitter,#suptchat [26] #suptchat,#cpchat [23] #edchat,#cpchat [22] time,best [22] best,resource [22] resource,#edchat [20] e_sheninger,time [20] #cpchat,#disruptivethin [20] drdoug's,netnuggets Top Word Pairs in Tweet in G10:
[16] 25,days [16] days,digital [16] digital,tools [14] next,week [12] day,25 [12] tools,apps [12] apps,future [12] future,ready [12] ready,librarians [10] shannonmmiller,happy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: