The graph represents a network of 9 154 Twitter users whose recent tweets contained "GPforEducation", 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 Friday, 30 July 2021 at 11:49 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 52-minute period from Thursday, 22 July 2021 at 05:23 UTC to Friday, 30 July 2021 at 11:15 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 : 9154
Unique Edges : 29506
Edges With Duplicates : 24777
Total Edges : 54283
Number of Edge Types : 5
Retweet : 8201
MentionsInRetweet : 19268
Mentions : 21408
Replies to : 5222
Tweet : 184
Self-Loops : 286
Reciprocated Vertex Pair Ratio : 0,0174963314143809
Reciprocated Edge Ratio : 0,034390947415132
Connected Components : 29
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 9118
Maximum Edges in a Connected Component : 54250
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2,24737
Graph Density : 0,000430331536935481
Modularity : 0,38491
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 9 154 Twitter users whose recent tweets contained "GPforEducation", 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 Friday, 30 July 2021 at 11:49 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 52-minute period from Thursday, 22 July 2021 at 05:23 UTC to Friday, 30 July 2021 at 11:15 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 : GPforEducation
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 URLs in Tweet in Entire Graph:
[81] https://www.globalpartnership.org/financing-2025/summit [61] https://www.president.go.ke/2021/07/26/joint-state-house-british-high-commission-press-release-president-kenyatta-arrives-in-uk-tomorrow-27-july-as-guest-of-government-to-chair-global-education-summit-and-strengthen-kenya-uk-strategic/ [22] https://teams.microsoft.com/registration/NImijg3S7keqILltXqM_cA,AhDwnjlhyku4x1hytS_9mg,bFhoIn2lmEyYOlzL4NyUEA,ceilw6vVz0ykdrozBvb7TA,08xfWNYqgE6B1pdMM5naRg,NBpIXgiOqku7NjWla0NbuA?mode=read&tenantId=8ea28934-d20d-47ee-aa20-b96d5ea33f70?utm_source=partner&source=partner&utm_medium=social&utm_campaign=education [20] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [20] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [13] https://raiseyourhand.globalpartnership.org:443/ [10] https://plan-international.org/publications/translating-cse-commitments-into-action [9] https://twitter.com/UNGEI/status/1418582959821627394 [8] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [7] https://twitter.com/GPforEducation/status/1417059135749689347 Top URLs in Tweet in G1:
[4] https://www.president.go.ke/2021/07/26/joint-state-house-british-high-commission-press-release-president-kenyatta-arrives-in-uk-tomorrow-27-july-as-guest-of-government-to-chair-global-education-summit-and-strengthen-kenya-uk-strategic/ [3] https://raiseyourhand.globalpartnership.org:443/ [1] https://www.youtube.com/watch?v=GVNv9adsbxw&feature=youtu.be [1] http://www.global [1] https://www.houston.org [1] https://twitter.com/GPforEducation/status/1419757047084630023 [1] https://twitter.com/FCDOGovUK/status/1417812003528314881 [1] https://twitter.com/GPforEducation/status/1304496192139788292 [1] https://twitter.com/Iam_Claude25/status/1418954831503429641 [1] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education Top URLs in Tweet in G2:
[69] https://www.globalpartnership.org/financing-2025/summit [39] https://www.president.go.ke/2021/07/26/joint-state-house-british-high-commission-press-release-president-kenyatta-arrives-in-uk-tomorrow-27-july-as-guest-of-government-to-chair-global-education-summit-and-strengthen-kenya-uk-strategic/ [9] https://twitter.com/UNGEI/status/1418582959821627394 [6] https://raiseyourhand.globalpartnership.org:443/ [4] https://twitter.com/GPforEducation/status/1419595850741911559 [4] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [4] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [3] https://www.devex.com/news/uk-cuts-education-aid-even-as-its-global-summit-approaches-100419 [3] https://www.globalpartnership.org/blog/safeguarding-her-call-action-educating-girls-vulnerable-situations#.YP8LpsPt9ZU.twitter [3] https://theirworld.org/resources/detail/the-education-finance-playbook?utm_source=twitter&utm_medium=social Top URLs in Tweet in G3:
[21] https://teams.microsoft.com/registration/NImijg3S7keqILltXqM_cA,AhDwnjlhyku4x1hytS_9mg,bFhoIn2lmEyYOlzL4NyUEA,ceilw6vVz0ykdrozBvb7TA,08xfWNYqgE6B1pdMM5naRg,NBpIXgiOqku7NjWla0NbuA?mode=read&tenantId=8ea28934-d20d-47ee-aa20-b96d5ea33f70?utm_source=partner&source=partner&utm_medium=social&utm_campaign=education [20] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [6] https://docs.google.com/presentation/d/1ZScJCo5Ynhk94uoYOtokb1WdnwvDJ57o/edit#slide=id.ge4c21618f2_0_14 [6] https://twitter.com/GPforEducation/status/1417059135749689347 [6] https://ecdsideevent.getresponsepages.com/ [5] https://www.globalpartnership.org/financing-2025/summit [5] https://twitter.com/GPforEducation/status/1418376566749368320 [5] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [4] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [4] https://raiseyourhand.globalpartnership.org:443/ Top URLs in Tweet in G4:
[10] https://plan-international.org/publications/translating-cse-commitments-into-action [7] https://www.youtube.com/watch?v=pWBTnIzbblM [4] https://www.theguardian.com/commentisfree/2021/jun/11/educating-girls-global-covid-recovery-plan-pandemic [4] https://www.youtube.com/watch?t=333&v=DRlrPScsIj0&feature=youtu.be [4] https://www.independent.co.uk/independentpremium/voices/water-africa-education-health-sanitation-b1889519.html [3] https://www.youtube.com/watch?v=epJ2__zgZSk [2] https://twitter.com/GPforEducation/status/1419595850741911559 [2] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [2] https://www.globalpartnership.org/financing-2025/summit [2] https://www.youtube.com/watch?v=PKolD1zNHi8&feature=youtu.be Top URLs in Tweet in G5:
[20] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [16] https://www.president.go.ke/2021/07/26/joint-state-house-british-high-commission-press-release-president-kenyatta-arrives-in-uk-tomorrow-27-july-as-guest-of-government-to-chair-global-education-summit-and-strengthen-kenya-uk-strategic/ [6] http://www.global [6] https://www.houston.org Top URLs in Tweet in G7:
[3] https://www.change.org/p/shut-down-the-yulin-dog-meat-festival-in-yulin-guangxi-china [3] https://twitter.com/PlanIreland/status/1419598371497529346 [2] https://www.eleconomista.es/internacional/noticias/11200965/05/21/China-bate-un-nuevo-record-ya-emite-mas-gases-contaminantes-que-todos-los-paises-desarrollados-juntos.html#:~:text=China%20ha%20logrado%20un%20nuevo,Rhodium%20Group%20publicado%20este%20jueves [1] https://teams.microsoft.com/registration/NImijg3S7keqILltXqM_cA,AhDwnjlhyku4x1hytS_9mg,bFhoIn2lmEyYOlzL4NyUEA,ceilw6vVz0ykdrozBvb7TA,08xfWNYqgE6B1pdMM5naRg,NBpIXgiOqku7NjWla0NbuA?mode=read&tenantId=8ea28934-d20d-47ee-aa20-b96d5ea33f70?utm_source=partner&source=partner&utm_medium=social&utm_campaign=education [1] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [1] https://extra.ie/2021/07/26/news/world-news/plan-international-campaign-covid-girls [1] https://www.theguardian.com/global-development/2021/jul/23/ghana-anti-gay-bill-proposing-10-year-prison-sentences-sparks-outrage [1] https://ec.europa.eu/international-partnerships/news/eu-increases-its-commitment-gpe-pledge-eu700-million-2021-2021_en Top URLs in Tweet in G8:
[2] https://twitter.com/JacobBlasius/status/1418131835842932738 [1] https://www.one.org/africa/press/open-letter-to-african-leaders/ Top URLs in Tweet in G10:
[1] https://twitter.com/no2hitting/status/1420041821955178501?s=20 [1] https://twitter.com/JulieWorley14/status/1418764209677082624?s=20 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2667] global,education [2444] education,summit [1319] borisjohnson,gpforeducation [1114] #ges2021,#raiseyourhand [914] quality,education [808] gpforeducation,#ges2021 [788] gpforeducation,global [686] summit,london [657] #ges2021,gpforeducation [644] uk,kenya Top Word Pairs in Tweet in G1:
[1102] borisjohnson,gpforeducation [584] juliagillardgpe,gpforeducation [563] borisjohnson,statehousekenya [559] statehousekenya,juliagillardgpe [496] global,education [469] catrionalaing1,gpforeducation [448] education,summit [359] ukinnigeria,mbuhari [332] 60,113 [316] mbuhari,catrionalaing1 Top Word Pairs in Tweet in G2:
[617] global,education [575] education,summit [417] quality,education [243] #ges2021,#raiseyourhand [229] 28,29 [212] de,la [212] gpforeducation,#ges2021 [193] gpforeducation,summit [173] sommet,mondial [171] education,children Top Word Pairs in Tweet in G3:
[586] global,education [469] education,summit [301] #ges2021,#raiseyourhand [249] gpforeducation,#ges2021 [235] quality,education [167] girls,education [159] education,children [150] gpforeducation,global [148] #ges2021,gpforeducation [144] world,leaders Top Word Pairs in Tweet in G4:
[605] global,education [564] education,summit [349] #ges2021,#raiseyourhand [342] uk,kenya [295] summit,london [287] vulnerable,countries [252] gpforeducation,global [230] kenya,co [223] children,world [207] education,world's Top Word Pairs in Tweet in G5:
[315] education,summit [262] global,education [230] president,uhuru [211] uhuru,kenyatta [194] kenya,uk [141] excellency,president [137] gpforeducation,summit [131] gpforeducation,global [116] president,kenyatta [114] official,visit Top Word Pairs in Tweet in G6:
[511] eduministrypk,shafqat_mahmood [367] christineozden,gpforeducation [347] shafqat_mahmood,christineozden [230] saeedghani1,shahramktarakai [164] shafqat_mahmood,saeedghani1 [164] shahramktarakai,wajihaqmr [164] wajihaqmr,gpforeducation [83] gpforeducation,sir [64] ayesham73929634,eduministrypk [62] وفاقی,وزیر Top Word Pairs in Tweet in G7:
[192] contribution,gpforeducation [190] gpforeducation,100 [189] better,world [188] crucially,girls [188] rest,world [187] world,children [187] boys,crucially [187] eu,invests [187] invests,aid [187] world,combined Top Word Pairs in Tweet in G8:
[76] 350m,dkk [62] dkk,annually [52] udviklingsmin,danishmfa [45] play,part [43] pledging,350m [32] peaceful,societies [30] vulnerable,children [29] statsmin,udviklingsmin [29] better,future [27] join,countries Top Word Pairs in Tweet in G9:
[58] gpforeducation,jmkikwete [52] rais,mstaafu [49] ridhiwankikwete,gpforeducation [42] wa,elimu [41] mstaafu,wa [41] wa,tanzania [41] tanzania,mwenyekiti [41] mwenyekiti,anayefuata [41] anayefuata,wa [41] wa,gpforeducation Top Word Pairs in Tweet in G10:
[3] giendcorpun,gptoendviolence [3] gptoendviolence,gpforeducation [2] order,optimal [2] optimal,return [2] return,investment [2] investment,education [2] education,governments [2] governments,commit [2] commit,#endviolence [2] #endviolence,children Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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