The graph represents a network of 1 558 Twitter users whose recent tweets contained "EduCannotWait", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 27 April 2022 at 09:14 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 38-minute period from Tuesday, 19 April 2022 at 09:11 UTC to Wednesday, 27 April 2022 at 08:50 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 : 1558
Unique Edges : 7584
Edges With Duplicates : 17143
Total Edges : 24727
Number of Edge Types : 5
MentionsInRetweet : 17689
Mentions : 2446
Retweet : 4352
Replies to : 184
Tweet : 56
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0,00900813638124758
Reciprocated Edge Ratio : 0,017855428626284
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1554
Maximum Edges in a Connected Component : 24723
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,534368
Graph Density : 0,00429424282073669
Modularity : 0,226995
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 558 Twitter users whose recent tweets contained "EduCannotWait", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 27 April 2022 at 09:14 UTC.
The tweets in the network were tweeted over the 7-day, 23-hour, 38-minute period from Tuesday, 19 April 2022 at 09:11 UTC to Wednesday, 27 April 2022 at 08:50 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 : TwitterSearch
Graph Term : EduCannotWait
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:
[1053] #educationcannotwait,child [985] retweet,agree [802] yasminesherif1,#sdg4 [771] educannotwait,yasminesherif1 [624] child,un [491] #ecw,director [389] bmz_bund,fcdoeducation [385] un,bmz_bund [335] director,yasminesherif1 [320] children,adolescents Top Word Pairs in Tweet in G1:
[692] #educationcannotwait,child [620] retweet,agree [497] yasminesherif1,#sdg4 [461] educannotwait,yasminesherif1 [425] #ecw,director [382] child,un [300] director,yasminesherif1 [286] children,adolescents [251] un,bmz_bund [247] vulnerable,children Top Word Pairs in Tweet in G2:
[353] retweet,agree [352] #educationcannotwait,child [305] yasminesherif1,#sdg4 [301] educannotwait,yasminesherif1 [242] child,un [151] bmz_bund,fcdoeducation [134] un,bmz_bund [103] agree,#tuesdaythoughts [103] #tuesdaythoughts,#educationcannotwait [96] sida,norwaymfa Top Word Pairs in Tweet in G3:
[6] #covid19's,impact [6] impact,education [6] education,children [6] children,fell [6] fell,learning [6] learning,estimated [6] estimated,84 [6] 84,countries [6] countries,governments [6] governments,provide Top Word Pairs in Tweet in G4:
[5] #disruptiveliteracy,#literacyandnumeracy [5] #literacyandnumeracy,#fln [5] #fln,#education [5] #education,#globalgoals [5] #globalgoals,#sdgs [5] #sdgs,#emergency [5] #emergency,#urgentaction [5] #urgentaction,#literacycrisis [5] #literacycrisis,clilatindia [5] clilatindia,idreameducation Top Word Pairs in Tweet in G5:
[3] kunalb11,econometricaed [3] econometricaed,metrics52 [3] metrics52,futurism [3] futurism,educannotwait [3] educannotwait,educommission [3] educommission,eu_commission [3] eu_commission,childmanifesto [3] childmanifesto,europarl_en [3] europarl_en,timmermanseu [3] timmermanseu,wbg_poverty Top Word Pairs in Tweet in G6:
[69] pupils,albinism [33] access,large [33] large,font [33] font,text [33] text,books [33] books,pupils [33] albinism,zimbabwe [33] zimbabwe,programme [33] programme,albinism [33] albinism,konnect Top Word Pairs in Tweet in G7:
[13] millions,children [11] children,tigray [11] tigray,denied [11] denied,education [11] education,medical [11] medical,services [11] services,500 [11] 500,impacts [11] impacts,future [11] future,children Top Word Pairs in Tweet in G8:
[7] unicef_nigeria,macfound [7] macfound,skollfoundation [7] skollfoundation,gatesafrica [7] gatesafrica,rockefellerfdn [7] rockefellerfdn,gpforeducation [7] gpforeducation,educommission [7] educommission,canadaun [7] canadaun,unesco [7] unesco,educannotwait [7] educannotwait,unicef_nigeria Top Word Pairs in Tweet in G9:
[26] grateful,educannotwait [26] educannotwait,continuing [26] continuing,partnership [26] partnership,#tigray [26] #tigray,qemant [26] qemant,#refugee [26] #refugee,east [26] east,#sudan [26] #sudan,extend [26] extend,primary Top Word Pairs in Tweet in G10:
[9] vickyford,educannotwait [7] important,talks [7] talks,plans [7] plans,educannotwait [7] educannotwait,global [7] global,fund [7] fund,education [7] education,emergencies [7] emergencies,ecw [7] ecw,supported Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G7:
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Top Tweeters in G10: