The graph represents a network of 1 454 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, 17 January 2022 at 09:26 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 1-minute period from Saturday, 08 January 2022 at 15:00 UTC to Monday, 17 January 2022 at 09:01 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 : 1454
Unique Edges : 6248
Edges With Duplicates : 15237
Total Edges : 21485
Number of Edge Types : 5
Retweet : 4135
MentionsInRetweet : 14766
Mentions : 2357
Tweet : 68
Replies to : 159
Self-Loops : 88
Reciprocated Vertex Pair Ratio : 0,0124166475051736
Reciprocated Edge Ratio : 0,0245287304110834
Connected Components : 11
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1441
Maximum Edges in a Connected Component : 21472
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,526713
Graph Density : 0,00416820106576442
Modularity : 0,235825
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1 454 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, 17 January 2022 at 09:26 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 1-minute period from Saturday, 08 January 2022 at 15:00 UTC to Monday, 17 January 2022 at 09:01 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:
[1175] #educationcannotwait,child [1093] retweet,agree [1054] yasminesherif1,#sdg4 [957] educannotwait,yasminesherif1 [762] child,un [623] fcdoeducation,bmz_bund [611] un,fcdoeducation [370] quality,education [367] crisis,affected [344] children,adolescents Top Word Pairs in Tweet in G1:
[651] #educationcannotwait,child [573] retweet,agree [546] yasminesherif1,#sdg4 [473] educannotwait,yasminesherif1 [391] child,un [310] fcdoeducation,bmz_bund [306] un,fcdoeducation [295] crisis,affected [283] children,adolescents [278] quality,education Top Word Pairs in Tweet in G2:
[503] #educationcannotwait,child [492] yasminesherif1,#sdg4 [484] retweet,agree [465] educannotwait,yasminesherif1 [358] child,un [301] fcdoeducation,bmz_bund [292] un,fcdoeducation [118] stateprm,sida [112] caseforhumanity,educannotwait [104] bmz_bund,canadadev Top Word Pairs in Tweet in G3:
[29] agree,#educationcannotwait [24] retweet,agree [24] educannotwait,unicefuganda [24] unicefuganda,ukinuganda [24] ukinuganda,euinug [23] protracted,crises [21] quality,education [21] moment,#kids [21] #kids,ready [21] ready,school Top Word Pairs in Tweet in G4:
[9] unicefindia,educannotwait [9] educannotwait,schooledump [9] schooledump,unicef [8] children,#socialcapital [8] #socialcapital,#changeagents [8] #changeagents,relentlessly [8] relentlessly,supporting [8] supporting,younger [8] younger,children [8] children,neighborhood Top Word Pairs in Tweet in G5:
[4] aminatanamasia,fondationdnt [3] wfpdrc,educannotwait [3] drsangrampatil,educannotwait [3] educannotwait,maxmaharashtra [2] wfpdrc,schoolmeals_ [2] educannotwait,gpforeducation [2] gpforeducation,sdg2advocacyhub [2] educannotwait,educationforaf2 [2] एकदम,बर [2] बर,बर Top Word Pairs in Tweet in G6:
[15] educannotwait,educacion_ec [15] educacion_ec,cabipanc [15] cabipanc,acnurecuador [15] acnurecuador,unicefecuador [10] #laeducacióneselcamino,educannotwait [8] unicefecuador,fudela_ecuador [8] fudela_ecuador,hias_ecuador [7] en,#laeducacióneselcamino [7] hias_ecuador,plan_ecuador [7] plan_ecuador,worldvisionec Top Word Pairs in Tweet in G7:
[60] kred,educannotwait [60] educannotwait,kred [60] kred,#influence [60] #influence,#womenintech [60] #womenintech,#womeninstem [60] #womeninstem,#womened [60] #womened,#stem [60] #stem,#edtech [60] #edtech,#ai [60] #ai,#ml Top Word Pairs in Tweet in G8:
[20] eu_commission,francediplo_en [20] bmz_bund,canadadev [20] canadadev,g20org [20] covid,19 [20] #returntolearn,#globalcitizen [16] francediplo_en,spainmfa [16] spainmfa,italymfa [16] italymfa,bmz_bund [16] g20org,covid [16] 19,128m Top Word Pairs in Tweet in G9:
[14] tinatinde,mohnaansari [14] mohnaansari,connectaid_int [14] connectaid_int,kentpage [14] folukemichael,verlainediane [14] verlainediane,dreamzahara [14] dreamzahara,uclg_women [14] uclg_women,forbeswomen [14] forbeswomen,soroptitweet [14] soroptitweet,planglobal [14] planglobal,kioninadine Top Word Pairs in Tweet in G10:
[2] murdered,forambrose1984 [2] forambrose1984,talking [2] talking,educannotwait [2] educannotwait,jewishnewsuk [2] jewishnewsuk,jewishchron [2] jewishchron,treated [2] treated,#blacklivesmatter [2] #blacklivesmatter,expect [2] expect,parent [2] parent,accept Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: