The graph represents a network of 5,470 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 September 2021 at 10:28 UTC.
The requested start date was Monday, 06 September 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, 22-hour, 0-minute period from Wednesday, 01 September 2021 at 02:00 UTC to Monday, 06 September 2021 at 00:00 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 : 5470
Unique Edges : 3557
Edges With Duplicates : 12205
Total Edges : 15762
Number of Edge Types : 5
Retweet : 5043
MentionsInRetweet : 6745
Tweet : 1802
Replies to : 66
Mentions : 2106
Self-Loops : 1916
Reciprocated Vertex Pair Ratio : 0.0304359747737867
Reciprocated Edge Ratio : 0.059073975518893
Connected Components : 558
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 4132
Maximum Edges in a Connected Component : 13499
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.030742
Graph Density : 0.000251241583356816
Modularity : 0.430306
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 5,470 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 September 2021 at 10:28 UTC.
The requested start date was Monday, 06 September 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, 22-hour, 0-minute period from Wednesday, 01 September 2021 at 02:00 UTC to Monday, 06 September 2021 at 00:00 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:
[442] #learning,#edchat [379] #edchat,#teachertwitter [368] #edchat,#edutwitter [366] #edtech,#edchat [234] #edchat,#edtech [203] #edtech,#ditchbook [203] #ditchbook,#tlap [195] #tlap,#etcoaches [195] #edchat,#education [189] classroom,assessments Top Word Pairs in Tweet in G1:
[396] #learning,#edchat [320] #edchat,#teachertwitter [252] #edchat,#edutwitter [166] classroom,assessments [166] assessments,differentiated [166] differentiated,responsive [166] responsive,classroom [166] classroom,#learning [166] #edtech,#learning [164] tcea,classroom Top Word Pairs in Tweet in G2:
[177] #edtech,#ditchbook [177] #ditchbook,#tlap [169] #tlap,#etcoaches [163] #etcoaches,#hacklearning [104] #edchat,#edtech [89] #hacklearning,#gsuiteedu [82] #edtech,#edchat [80] #edchat,#k12 [78] big,education [78] education,ape Top Word Pairs in Tweet in G3:
[100] #teacherpd,#edchat [98] educator,drbradjohnson [98] #teachertwitter,#teacherpd [97] unique,ss [97] ss,wisdom [97] wisdom,educator [97] drbradjohnson,#teachertwitter [96] teacher2teacher,unique [96] #edchat,ht [65] meaningful,discussions Top Word Pairs in Tweet in G4:
[18] #edtech,#edchat [17] #edchat,#edutwitter [15] #edchat,#edtech [15] read,full [15] full,article [14] #education,#edchat [11] #edutwitter,#edchat [10] school,year [10] #education,#learning [10] #edchat,#startup Top Word Pairs in Tweet in G5:
[138] 'be,ready [96] instead,assuming [96] assuming,student [96] student,isn [96] isn,motivated [96] motivated,learn [96] learn,probe [96] probe,cognitive [96] cognitive,barriers [83] students,disengage Top Word Pairs in Tweet in G6:
[46] trust,leader [46] leader,best [46] best,friend [46] friend,#edchat [45] #suptchat,#cpchat [44] e_sheninger,trust [43] #edchat,#eduwtitter [43] #eduwtitter,#suptchat [43] #cpchat,#digilead [37] #edchat,#edutwitter Top Word Pairs in Tweet in G7:
[46] #edchat,#growthmindset [46] erik_youngman,things [44] things,ask [44] ask,kids [44] kids,instead [44] instead,school [44] school,add [44] add,teachergoals [44] teachergoals,#edchat [42] #growthmindset,#d70 Top Word Pairs in Tweet in G8:
[39] #edtech,#edchat [23] #edchat,#cpchat [21] drdoug's,netnuggets [21] netnuggets,#edchat [14] #educación,#education [14] #elearning,#mlearning [12] #education,#educación [12] clarity,essential [12] essential,learning [12] learning,situation Top Word Pairs in Tweet in G9:
[22] #caedu,#edchat [21] #mradampe,#pegeeks [21] #physed,#pechat [21] #pechat,#googleei [19] #pegeeks,#physed [19] #googleei,#googleet [17] substitute,shortages [17] shortages,severe [17] severe,districts [17] districts,temporarily Top Word Pairs in Tweet in G10:
[44] drawing,extensive [44] extensive,research [44] research,students [44] students,learn [44] learn,chew [44] chew,cerbin [44] cerbin,proposed [44] proposed,framework [44] framework,understanding [44] understanding,getting Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: