The graph represents a network of 4 351 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 Tuesday, 27 July 2021 at 17:13 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 50-minute period from Monday, 19 July 2021 at 10:05 UTC to Tuesday, 27 July 2021 at 16:56 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 : 4351
Unique Edges : 15468
Edges With Duplicates : 13680
Total Edges : 29148
Number of Edge Types : 5
Replies to : 1046
Mentions : 11481
Retweet : 3740
MentionsInRetweet : 12809
Tweet : 72
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0,0194342587742273
Reciprocated Edge Ratio : 0,0381275371255331
Connected Components : 14
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 4329
Maximum Edges in a Connected Component : 29127
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,292848
Graph Density : 0,00102822181187044
Modularity : 0,425805
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4 351 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 Tuesday, 27 July 2021 at 17:13 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 50-minute period from Monday, 19 July 2021 at 10:05 UTC to Tuesday, 27 July 2021 at 16:56 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:
[187] https://www.globalpartnership.org/financing-2025/summit [181] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [90] 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/ [78] https://raiseyourhand.globalpartnership.org:443/ [39] https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20Ethiopia%20Humanitarian%20Situation%20Report%20No.%201%20(Tigray%20Crisis)%20-%201-14%20January%202021.pdf [34] 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 [28] https://www.one.org/africa/press/open-letter-to-african-leaders/ [27] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [24] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [24] https://www.globalpartnership.org/results/stories-of-change/vanuatu-tackling-impact-natural-disasters-building-resilient-education?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=results_stories Top URLs in Tweet in G1:
[149] https://www.globalpartnership.org/financing-2025/summit [34] 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 [23] https://www.one.org/africa/press/open-letter-to-african-leaders/ [23] https://www.globalpartnership.org/results/stories-of-change/vanuatu-tackling-impact-natural-disasters-building-resilient-education?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=results_stories [20] https://raiseyourhand.globalpartnership.org:443/ [18] https://ecdsideevent.getresponsepages.com/ [18] https://www.ukfiet.org/news-and-events/ [17] https://docs.google.com/presentation/d/1ZScJCo5Ynhk94uoYOtokb1WdnwvDJ57o/edit#slide=id.ge4c21618f2_0_14 [16] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [14] https://registration.rewired2021.com/n9AYq2?RefId=Twitter Top URLs in Tweet in G2:
[181] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [39] https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20Ethiopia%20Humanitarian%20Situation%20Report%20No.%201%20(Tigray%20Crisis)%20-%201-14%20January%202021.pdf [19] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [11] https://www.eventbrite.com/e/gender-responsive-and-disability-inclusive-education-for-all-tickets-161786500779#listing-organizer [10] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [10] https://www.globalpartnership.org/benefits-of-education#.YPasOw7w8uw.twitter [7] https://www.globalpartnership.org/financing-2025/summit [7] https://unicef.zoom.us/webinar/register/WN_cPdeLd1dTnqub4RsLQlb5Q [6] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [5] https://www.norrag.org/nsi-05-domestic-financing-tax-and-education/ Top URLs in Tweet in G3:
[33] https://raiseyourhand.globalpartnership.org:443/ [12] https://www.globalpartnership.org/financing-2025/summit [11] https://twitter.com/GPforEducation/status/1419595850741911559 [9] https://www.youtube.com/watch?v=pWBTnIzbblM [7] https://www.independent.co.uk/independentpremium/voices/water-africa-education-health-sanitation-b1889519.html [6] https://www.theguardian.com/commentisfree/2021/jun/11/educating-girls-global-covid-recovery-plan-pandemic [4] https://www.youtube.com/watch?v=epJ2__zgZSk [4] https://twitter.com/annawilsonfcdo/status/1418896988842741760 [4] https://raiseyourhand.globalpartnership.org/ [3] https://twitter.com/results_au/status/1419945656072949760 Top URLs in Tweet in G4:
[83] 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/ [24] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [23] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [19] https://plan-international.org/publications/translating-cse-commitments-into-action [12] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [8] https://plan-international.org/publications/reimagining-climate-education-and-youth-leadership [6] https://www.youtube.com/watch?t=333&v=DRlrPScsIj0&feature=youtu.be [6] https://www.globalpartnership.org/financing-2025/summit [3] https://wtvglobal.6connex.eu/event/GPE2021/register [3] https://twitter.com/GPforEducation/status/1417913515323572225 Top URLs in Tweet in G5:
[2] https://www.app.com.pk/national/shafqat-will-attend-ges-summit-on-july-28/ [1] https://twitter.com/FCDOGovUK/status/1417812003528314881 Top URLs in Tweet in G6:
[7] https://twitter.com/GPforEducation/status/1418376566749368320 [5] https://teachertaskforce.org/events/best-investment-supporting-teachers-covid-19-recovery-and-beyond [4] https://teachertaskforce.org/news/teaching-complex-crises-seeking-balance-selfless-acts-service [4] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dvsyxo-ohSE4&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [4] https://www.globalpartnership.org/financing-2025/summit [4] https://raiseyourhand.globalpartnership.org:443/ [3] https://www.legofoundation.com/en/learn-how/blog/raising-our-hand-to-transform-education-for-all/ [3] https://twitter.com/JacobBlasius/status/1418131835842932738 [2] https://www.youtube.com/watch?v=vsyxo-ohSE4 [2] https://twitter.com/GPforEducation/status/1406962734382600197 Top URLs in Tweet in G7:
[15] https://raiseyourhand.globalpartnership.org:443/ [6] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [5] https://www.globalpartnership.org/financing-2025/summit [5] https://www.globalpartnership.org/news/youssou-ndour-unites-global-stars-anthem-education-raise-your-hand?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=announcement [4] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [3] https://twitter.com/GPforEducation/status/1417059135749689347 [3] https://twitter.com/fcdogovuk/status/1417812003528314881 [2] https://twitter.com/FCDOGEC/status/1415997875855708161 [2] https://twitter.com/AU_CIEFFA/status/1418548572040089603 [2] https://twitter.com/RsFawe/status/1419653295539359755 Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=GVNv9adsbxw&feature=youtu.be [1] https://mawafd.org/despite-n2-billion-edo-community-school-in-deplorable-condition/ [1] https://mawafd.org/despite-spending-n3-4-billion-taraba-community-school-in-dilapidated-condition/ [1] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G9:
[5] https://act.one.org/sign/education-future-2021-fr/?utm_source=twitter&source=twitter&utm_medium=social&utm_content=FRTwitter&utm_campaign=education [3] https://raiseyourhand.globalpartnership.org/index.php?lang=fr [1] https://www.one.org/africa/fr/press/lettre-ouverte-aux-dirigeants-africains/ 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:
[1045] global,education [923] education,summit [741] usun,norwaymfa [506] #ges2021,gpforeducation [496] quality,education [446] 60,113 [413] displaced,children [408] norwaymfa,lindat_g [408] lindat_g,gpforeducation [407] program,set Top Word Pairs in Tweet in G1:
[450] global,education [444] 60,113 [379] raised,gpforeducation [346] education,summit [338] #learningforall,#fundeducation [297] co,host [276] ensure,5billion [276] 5billion,raised [260] host,#ges2021 [234] quality,education Top Word Pairs in Tweet in G2:
[741] usun,norwaymfa [408] displaced,children [408] norwaymfa,lindat_g [408] lindat_g,gpforeducation [407] program,set [407] set,#ethiopia [407] #ethiopia,help [407] help,displaced [407] children,#tigray [407] #tigray,constant Top Word Pairs in Tweet in G3:
[302] global,education [302] education,summit [248] uk,kenya [247] kenya,co [242] #ges2021,gpforeducation [240] gpforeducation,#raiseyourhand [238] co,hosting [213] hosting,global [155] summit,london [149] transform,education Top Word Pairs in Tweet in G4:
[189] president,uhuru [164] uhuru,kenyatta [160] kenya,uk [156] education,summit [153] global,education [134] gpforeducation,summit [130] gpforeducation,#ges2021 [120] uk,strategic [120] strategic,partnership [115] kenyatta,arrives Top Word Pairs in Tweet in G5:
[202] eduministrypk,shafqat_mahmood [139] christineozden,gpforeducation [131] shafqat_mahmood,christineozden [103] saeedghani1,shahramktarakai [71] shafqat_mahmood,saeedghani1 [71] shahramktarakai,wajihaqmr [71] wajihaqmr,gpforeducation [33] gpforeducation,sir [32] وفاقی,وزیر [32] وزیر,تعلیم Top Word Pairs in Tweet in G6:
[72] 350m,dkk [61] dkk,annually [52] udviklingsmin,danishmfa [46] play,part [43] pledging,350m [33] global,education [32] quality,education [31] better,future [30] statsmin,udviklingsmin [29] vulnerable,children Top Word Pairs in Tweet in G7:
[60] reekadobanks,nomcebozikode [60] nomcebozikode,lcgctweets [53] lcgctweets,dsengeh [41] dsengeh,pheelzonthebeat [33] stop,child [32] youssoundoursn,tenientertainer [32] tenientertainer,reekadobanks [30] global,education [30] #raiseyourhand,gpforeducation [29] school,learn Top Word Pairs in Tweet in G8:
[64] gpforeducation,fcdogovuk [64] fcdogovuk,jamesduddridge [64] jamesduddridge,geoffreyonyeama [64] geoffreyonyeama,helengrantmp [64] helengrantmp,ruffydfire [64] ruffydfire,fcdoeducation [61] ukinnigeria,arisetv [61] arisetv,catrionalaing1 [61] catrionalaing1,gpforeducation [36] ukinnigeria,catrionalaing1 Top Word Pairs in Tweet in G9:
[112] de,la [91] le,gpforeducation [89] en,faveur [87] les,28 [87] 29,juillet [86] il,quelques [86] quelques,semaines [86] une,pétition [86] d'agir,en [86] faveur,de Top Word Pairs in Tweet in G10:
[2] giendcorpun,gptoendviolence [2] gptoendviolence,gpforeducation [2] gpforeducation,drbiden [2] the_apsac,ccrcunh 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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