The graph represents a network of 1 339 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 Monday, 28 February 2022 at 13:56 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 24-minute period from Sunday, 20 February 2022 at 12:42 UTC to Monday, 28 February 2022 at 13:06 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 : 1339
Unique Edges : 6334
Edges With Duplicates : 12374
Total Edges : 18708
Number of Edge Types : 5
Retweet : 3054
MentionsInRetweet : 12780
Mentions : 2636
Replies to : 200
Tweet : 38
Self-Loops : 51
Reciprocated Vertex Pair Ratio : 0,015884221673138
Reciprocated Edge Ratio : 0,0312717164697707
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1321
Maximum Edges in a Connected Component : 18683
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,608049
Graph Density : 0,00481920447961634
Modularity : 0,242831
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 339 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 Monday, 28 February 2022 at 13:56 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 24-minute period from Sunday, 20 February 2022 at 12:42 UTC to Monday, 28 February 2022 at 13:06 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:
[528] retweet,agree [475] educannotwait,yasminesherif1 [460] yasminesherif1,#sdg4 [444] #educationcannotwait,child [433] child,un [267] #ecw,director [251] un,stateprm [247] stateprm,bmz_bund [227] quality,education [218] children,adolescents Top Word Pairs in Tweet in G1:
[323] retweet,agree [285] educannotwait,yasminesherif1 [274] yasminesherif1,#sdg4 [262] #educationcannotwait,child [254] child,un [195] #ecw,director [178] quality,education [173] children,adolescents [143] director,yasminesherif1 [142] un,stateprm Top Word Pairs in Tweet in G2:
[157] educannotwait,yasminesherif1 [154] retweet,agree [147] yasminesherif1,#sdg4 [146] #educationcannotwait,child [146] child,un [96] un,stateprm [96] stateprm,bmz_bund [72] sida,norwaymfa [70] qf,educannotwait [68] bmz_bund,sida Top Word Pairs in Tweet in G3:
[64] yasminesherif1,educannotwait [47] yemeneducation,opegoogle [42] educannotwait,stegiannini [42] stegiannini,unesco [42] unesco,morikujoyce [42] morikujoyce,govuganda [42] govuganda,dsinyolo [42] dsinyolo,eduint [42] eduint,yemeneducation [22] learn,grow Top Word Pairs in Tweet in G4:
[43] retweet,agree [35] yasminesherif1,#sdg4 [31] #educationcannotwait,child [28] child,un [25] educannotwait,yasminesherif1 [18] educannotwait,connectaid_int [18] connectaid_int,gaellemogli [18] gaellemogli,yasminesherif1 [18] yasminesherif1,wanderluster77 [18] wanderluster77,sdgoals Top Word Pairs in Tweet in G5:
[5] smritiirani,ucberkeley [5] ucberkeley,cambridge_uni [5] gitagopinath,wef [5] wef,wef_intel [5] wef_intel,educannotwait [5] educannotwait,kvs_hq [4] cambridge_uni,gitagopinath [4] wbg_health,worldbankdata [4] worldbankdata,worldbank [4] worldbank,unicefchief Top Word Pairs in Tweet in G6:
[6] robertobosi52,unesco [6] unesco,unicef_auoffice [6] auyouthprogram,profsarahagbor [6] profsarahagbor,nosvoixcomptent [6] nosvoixcomptent,eddie_addai [6] eddie_addai,iselzyl [6] iselzyl,strong_cities [6] strong_cities,educannotwait [6] educannotwait,kentpage [6] kentpage,presh_agaecheta Top Word Pairs in Tweet in G7:
[3] djbawlah,free_somaliweyn [3] free_somaliweyn,abdullahiguled [3] abdullahiguled,ocha_ethiopia [3] ocha_ethiopia,unethiopia [3] unethiopia,unreliefchief [3] unreliefchief,patrickheinisc1 [3] patrickheinisc1,josepborrellf [3] josepborrellf,unicefethiopia [3] unicefethiopia,abdisalamisma1 [3] abdisalamisma1,fartaagconsult Top Word Pairs in Tweet in G8:
[17] large,font [17] font,text [17] text,books [16] access,education [16] education,remains [16] remains,integral [16] integral,end [16] end,poverty [16] poverty,marginalisation [16] marginalisation,exclusion Top Word Pairs in Tweet in G9:
[9] educ_sportsug,unicefuganda [9] unicefuganda,educannotwait [9] educannotwait,ps_lukwago [9] ps_lukwago,mglsd_ug [9] mglsd_ug,kenedykatabazi [8] significant,shortage [8] shortage,special [8] special,ed [8] ed,teachers [8] teachers,pandemic Top Word Pairs in Tweet in G10:
[25] kred,educannotwait [25] educannotwait,kred [25] kred,#influence [25] #stem,#edtech [25] #ai,#ml [25] #ml,#iot [25] #iot,#iiot [25] #iiot,#iotpl [25] #iotpl,#cybersecurity [25] #cybersecurity,#programming Top Replied-To in Entire Graph:
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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: