The graph represents a network of 4,890 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, 23 May 2022 at 10:38 UTC.
The requested start date was Monday, 23 May 2022 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 5-day, 13-hour, 50-minute period from Tuesday, 17 May 2022 at 10:10 UTC to Monday, 23 May 2022 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 : 4890
Unique Edges : 3038
Edges With Duplicates : 12221
Total Edges : 15259
Number of Edge Types : 5
Mentions : 2581
Retweet : 4523
MentionsInRetweet : 6003
Tweet : 1812
Replies to : 340
Self-Loops : 1919
Reciprocated Vertex Pair Ratio : 0.0420115570826175
Reciprocated Edge Ratio : 0.0806354916067146
Connected Components : 444
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 3751
Maximum Edges in a Connected Component : 13281
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.783224
Graph Density : 0.000279078989141769
Modularity : 0.394258
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,890 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, 23 May 2022 at 10:38 UTC.
The requested start date was Monday, 23 May 2022 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 5-day, 13-hour, 50-minute period from Tuesday, 17 May 2022 at 10:10 UTC to Monday, 23 May 2022 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:
[440] middle,school [419] school,students [414] students,door [412] 2018,study [412] study,conducted [412] conducted,middle [412] students,showed [412] showed,teachers [412] teachers,welcome [412] welcome,students Top Word Pairs in Tweet in G1:
[199] #edchat,#edtech [124] #education,#edchat [96] #edchat,#education [81] #edtech,#edchat [71] #edtech,#homeschool [64] school,year [58] #homeschool,#homeschooling [57] #edchat,#k12 [53] learn,more [44] #edchat,#edutwitter Top Word Pairs in Tweet in G2:
[146] #academictwitter,#edchat [144] case,know [144] know,audiobooks [144] audiobooks,books [144] books,soundlearningap [144] soundlearningap,wvls [144] wvls,#academictwitter [143] tcea,case [88] #edchat,#educoach [87] difference,between Top Word Pairs in Tweet in G3:
[376] 2018,study [376] study,conducted [376] conducted,middle [376] middle,school [376] school,students [376] students,showed [376] showed,teachers [376] teachers,welcome [376] welcome,students [376] students,door Top Word Pairs in Tweet in G4:
[20] #mradampe,#pegeeks [20] #googleei,#googleet [20] #googleet,#googlepd [18] #edutwitter,#edchat [13] #googlepd,#primaryrocks [13] #ukedchat,#edchat [12] #pegeeks,#ukpechat [12] #ukpechat,#physed [11] #physed,#googleei [11] #primaryrocks,#ukedchat Top Word Pairs in Tweet in G5:
[67] demonstrate,learning [65] end,year [64] school,year [64] project,choice [64] choice,boards [64] boards,allow [64] allow,students [64] students,decide [64] decide,demonstrate [64] learning,student Top Word Pairs in Tweet in G6:
[28] studies,indicate [28] indicate,higher [28] higher,sense [28] sense,mattering [28] mattering,leads [28] leads,higher [28] higher,job [28] job,satisfaction [28] satisfaction,regardless [28] regardless,profession Top Word Pairs in Tweet in G7:
[355] #lrnchat,#edchat [352] #sdgs,#lrnchat [349] #icte2022,#sdgs [119] #edchat,#transformativepedagogies [118] #edchat,#sel [86] #edchat,#gced [66] associate,professor [42] #edchat,#paneldiscussion [36] dralokbajpai,iitkanpur [33] dralokbajpai,professor Top Word Pairs in Tweet in G8:
[60] instructional,coaches [57] many,instructional [57] coaches,operate [57] operate,under [57] under,false [57] false,assumption [57] assumption,job [57] job,coach [57] coach,teacher [57] teacher,towards Top Word Pairs in Tweet in G9:
[125] know,research [125] research,shows [125] shows,forming [125] forming,positive [125] positive,relationships [125] relationships,students [125] students,biggest [125] biggest,factor [125] factor,increasing [125] increasing,student Top Word Pairs in Tweet in G10:
[62] five,goals [62] goals,defusing [62] defusing,upset [62] upset,kid [62] kid,treat [62] treat,dignity [62] dignity,preserve [62] preserve,dignity [62] dignity,keep [62] keep,class Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: