The graph represents a network of 7,246 Twitter users whose recent tweets contained "Edchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 16 December 2019 at 11:49 UTC.
The tweets in the network were tweeted over the 4-day, 13-hour, 10-minute period from Wednesday, 11 December 2019 at 21:57 UTC to Monday, 16 December 2019 at 11:08 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 Wakita-Tsurumi cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 7246
Unique Edges : 10022
Edges With Duplicates : 4444
Total Edges : 14466
Number of Edge Types : 5
Retweet : 3473
MentionsInRetweet : 5254
Tweet : 2901
Mentions : 2714
Replies to : 124
Self-Loops : 3009
Reciprocated Vertex Pair Ratio : 0.00862924023011307
Reciprocated Edge Ratio : 0.0171108270233061
Connected Components : 779
Single-Vertex Connected Components : 375
Maximum Vertices in a Connected Component : 5403
Maximum Edges in a Connected Component : 11706
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.784701
Graph Density : 0.000193705310771398
Modularity : 0.656377
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 7,246 Twitter users whose recent tweets contained "Edchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 16 December 2019 at 11:49 UTC.
The tweets in the network were tweeted over the 4-day, 13-hour, 10-minute period from Wednesday, 11 December 2019 at 21:57 UTC to Monday, 16 December 2019 at 11:08 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 : TwitterSearch
Graph Term : Edchat
Groups : The graph's vertices were grouped by cluster using the Wakita-Tsurumi cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[747] #edtech,#edchat [464] #edchat,#edtech [414] #edchat,#education [267] #education,#edchat [238] challenges,teachers [238] #ukedchat,#edchat [214] give,away [212] #edutwitter,#tlap [211] #teach,#teacher [205] #edchat,#educhat Top Word Pairs in Tweet in G1:
[118] uknowhgse,#edchat [96] #teachers,#counselors [96] #counselors,administrators [96] administrators,recognize [96] recognize,cumulative [96] cumulative,stressors [96] stressors,face [96] face,always [96] always,realize [96] realize,symptoms Top Word Pairs in Tweet in G2:
[44] #edtech,#edchat [33] #edchat,#education [25] #edchat,#teachers [23] #edchat,#edtech [22] #ukedchat,#edchat [19] #sltchat,#edchat [18] #education,#edchat [16] #mradampe,#pegeeks [16] #pegeeks,#physed [16] #physed,#pechat Top Word Pairs in Tweet in G3:
[90] #tlap,#leadlap [69] #buildhopeedu,#bekindedu [63] #bekindedu,#tlap [48] #edchat,#education [45] #leadlap,#edchat [40] #edchat,#satchat [35] take,time [33] please,notice [33] notice,read [33] read,room Top Word Pairs in Tweet in G4:
[62] research,based [62] poojaagarwal,patricebain1 [62] #teachingstrategies,#teaching [60] four,research [60] based,strategies [60] strategies,teacher [60] teacher,using [60] using,interview [60] interview,poojaagarwal [60] patricebain1,#k12 Top Word Pairs in Tweet in G5:
[158] #edtech,#edchat [34] #crazypln,#edchat [31] #discovergracie,#codebreaker [31] #codebreaker,#crazypln [31] #edchat,#satchat [25] #powerfullearning,#numeracy [23] #numeracy,#mathchat [23] #mathchat,#edchat [20] happened,wrote [20] wrote,book Top Word Pairs in Tweet in G6:
[198] #edutwitter,#tlap [197] #teach,#teacher [190] #edchat,#thatonekid [173] best,piece [173] piece,advice [173] #thatonekid,#edutwitter [173] #tlap,#teach [172] yearly,reminder [172] reminder,kids [172] kids,holidays Top Word Pairs in Tweet in G7:
[180] #sketchnote,tnvora [180] tnvora,#edchat [177] many,insights [177] insights,duke [177] duke,university [177] university,study [177] study,#happiness [177] #happiness,remind [177] remind,stay [177] stay,#optimistic Top Word Pairs in Tweet in G8:
[162] teachers,hesitate [162] hesitate,talk [162] talk,hard [162] hard,teaching [162] teaching,really [162] really,honest [162] honest,challenges [162] challenges,teachers [162] teachers,face [162] face,re Top Word Pairs in Tweet in G9:
[49] #edchat,#edtech [45] presidential,candidates [44] 12days,#dewey [42] #edchat,#edjustice [42] #dewey,day [41] education,justice [41] justice,groups [41] groups,holding [39] 11,education [38] dec,14 Top Word Pairs in Tweet in G10:
[38] read,better [38] better,read [29] gt,#edchat [22] independent,reading [20] #udlchat,#udl [20] #edchat,#educhat [19] more,ss [19] ss,read [19] read,more [19] more,places Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: