The graph represents a network of 4 656 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 Wednesday, 28 July 2021 at 11:30 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 14-minute period from Tuesday, 20 July 2021 at 04:57 UTC to Wednesday, 28 July 2021 at 11:11 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 : 4656
Unique Edges : 15686
Edges With Duplicates : 12232
Total Edges : 27918
Number of Edge Types : 5
MentionsInRetweet : 10546
Mentions : 12026
Replies to : 1483
Retweet : 3774
Tweet : 89
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0,0216754540128881
Reciprocated Edge Ratio : 0,0424311926605505
Connected Components : 21
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 4619
Maximum Edges in a Connected Component : 27883
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,292581
Graph Density : 0,000885128875207164
Modularity : 0,433424
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4 656 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 Wednesday, 28 July 2021 at 11:30 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 14-minute period from Tuesday, 20 July 2021 at 04:57 UTC to Wednesday, 28 July 2021 at 11:11 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:
[126] https://www.globalpartnership.org/financing-2025/summit [82] 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/ [71] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [59] https://raiseyourhand.globalpartnership.org:443/ [33] 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.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [21] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [13] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [13] https://twitter.com/GPforEducation/status/1417059135749689347 [13] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg Top URLs in Tweet in G1:
[101] https://www.globalpartnership.org/financing-2025/summit [7] https://www.akf.org.uk/events/how-can-human-centred-design-hcd-help-achieve-sdg4-the-global-launch-of-the-schools2030-hcd-toolkit-at-the-global-partnership-for-education-summit-side-event-series/?occurrence=2021-07-26 [7] https://twitter.com/FCDOGovUK/status/1417812003528314881 [6] https://raiseyourhand.globalpartnership.org:443/ [6] https://ecdsideevent.getresponsepages.com/ [6] https://worldbankgroup.zoom.us/webinar/register/WN_aZAbCht9RGOhOtRdc9ureQ [5] https://www.theguardian.com/commentisfree/2021/jun/11/educating-girls-global-covid-recovery-plan-pandemic [5] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [5] https://raiseyourhand.globalpartnership.org/index.php?lang=fr [5] https://www.cgdev.org/blog/fund-girls-education-dont-greenwash-it Top URLs in Tweet in G2:
[78] 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/ [23] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [21] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [9] http://www.global [9] https://www.houston.org [6] https://www.globalpartnership.org/financing-2025/summit [6] https://kpmg-ke.zoom.us/webinar/register/WN_x0-l1QaEQ6ui0aL4pbCf5A [5] https://home.kpmg/ke/en/home/services/advisory/international-development-advisory-services/gpe-summit.html [4] https://twitter.com/GPforEducation/status/1417913515323572225 [3] https://twitter.com/ketayoun/status/1417847210511937543 Top URLs in Tweet in G3:
[11] https://www.youtube.com/watch?v=pWBTnIzbblM [10] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [10] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [8] https://docs.google.com/presentation/d/1ZScJCo5Ynhk94uoYOtokb1WdnwvDJ57o/edit#slide=id.ge4c21618f2_0_14 [7] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [7] https://www.globalpartnership.org/benefits-of-education#.YPasOw7w8uw.twitter [7] https://www.eventbrite.com/e/gender-responsive-and-disability-inclusive-education-for-all-tickets-161786500779#listing-organizer [6] https://us02web.zoom.us/webinar/register/WN_Dz_5pQjNTDmSe5qD-CCoWA [6] https://twitter.com/CamEdFac/status/1417788878321291265 [6] https://registration.rewired2021.com/n9AYq2?RefId=Twitter Top URLs in Tweet in G5:
[71] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [12] https://plan-international.org/publications/translating-cse-commitments-into-action [10] https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20Ethiopia%20Humanitarian%20Situation%20Report%20No.%201%20(Tigray%20Crisis)%20-%201-14%20January%202021.pdf [9] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [9] https://twitter.com/UNGEI/status/1418582959821627394 [7] https://plan-international.org/publications/reimagining-climate-education-and-youth-leadership [6] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [5] https://www.youtube.com/watch?t=333&v=DRlrPScsIj0&feature=youtu.be [3] 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 [3] https://raiseyourhand.globalpartnership.org:443/ Top URLs in Tweet in G6:
[36] https://raiseyourhand.globalpartnership.org:443/ [29] 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 [5] https://www.globalpartnership.org/financing-2025/summit [5] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [5] https://twitter.com/GPforEducation/status/1417455497507078151 [4] https://twitter.com/GPforEducation/status/1419595850741911559 [4] https://www.theeastafrican.co.ke/tea/oped/comment/-africa-must-prioritise-the-education-of-its-youth-3480632 [4] https://www.one.org/africa/press/open-letter-to-african-leaders/ [4] https://raiseyourhand.globalpartnership.org/ [3] https://twitter.com/sendmyfriend/status/1418507667228827648 Top URLs in Tweet in G7:
[9] https://raiseyourhand.globalpartnership.org:443/ [5] http://bit.ly/benchmarkseven [4] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [4] https://dignitasproject.org/join-dignitas-global-education-summit/ [3] https://twitter.com/GPforEducation/status/1417059135749689347 [3] https://twitter.com/fcdogovuk/status/1417812003528314881 [3] 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 [2] https://www.globalpartnership.org/financing-2025/summit [2] https://twitter.com/DeborahKimathi/status/1418483424340455432 [1] https://reliafrica.org/join-reli-kenya-for-a-session-at-the-global-education-summit/ Top URLs in Tweet in G8:
[2] https://twitter.com/GPforEducation/status/1419595850741911559 [2] https://www.gi-escr.org/latest-news/amidst-covid-19-un-human-rights-council-reaffirms-recognition-of-the-abidjan-principles-public-statement [1] https://twitter.com/7aid6/status/1418299548577849349?s=19 Top URLs in Tweet in G9:
[1] https://twitter.com/GPforEducation/status/1418638291004379137 [1] https://www.globalpartnership.org/blog/education-financing-whats-cost-inaction#.YPr2yYuKkZA.twitter Top URLs in Tweet in G10:
[3] https://www.change.org/p/shut-down-the-yulin-dog-meat-festival-in-yulin-guangxi-china [3] https://twitter.com/PlanIreland/status/1419598371497529346 [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 [1] https://www3.nhk.or.jp/nhkworld/en/news/20210429_06/ [1] https://twitter.com/PnPCBC/status/1417624108909531139 [1] https://www.globalpartnership.org/financing-2025/summit Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1207] global,education [1084] education,summit [590] quality,education [547] #ges2021,gpforeducation [479] uk,kenya [460] education,children [451] gpforeducation,summit [451] 60,113 [429] co,hosting [397] gpforeducation,#raiseyourhand Top Word Pairs in Tweet in G1:
[516] global,education [495] education,summit [308] uk,kenya [298] #ges2021,gpforeducation [254] gpforeducation,#raiseyourhand [253] kenya,co [248] co,hosting [244] 28,29 [223] hosting,global [215] summit,london Top Word Pairs in Tweet in G2:
[418] 60,113 [348] raised,gpforeducation [332] co,host [313] #learningforall,#fundeducation [257] ensure,5billion [257] 5billion,raised [254] global,education [253] president,uhuru [239] host,#ges2021 [228] uhuru,kenyatta Top Word Pairs in Tweet in G3:
[219] global,education [200] catrionalaing1,gpforeducation [189] education,summit [139] gpforeducation,fcdogovuk [115] #ges2021,#raiseyourhand [109] fcdogovuk,jamesduddridge [109] jamesduddridge,geoffreyonyeama [109] geoffreyonyeama,helengrantmp [109] helengrantmp,ruffydfire [109] ruffydfire,fcdoeducation Top Word Pairs in Tweet in G4:
[387] eduministrypk,shafqat_mahmood [258] christineozden,gpforeducation [242] shafqat_mahmood,christineozden [201] saeedghani1,shahramktarakai [145] shafqat_mahmood,saeedghani1 [145] shahramktarakai,wajihaqmr [145] wajihaqmr,gpforeducation [63] gpforeducation,sir [57] ayesham73929634,eduministrypk [56] وفاقی,وزیر Top Word Pairs in Tweet in G5:
[174] usun,norwaymfa [104] amalalliance,ecdmeasures [104] ecdmeasures,gpforeducation [95] norwaymfa,chriscoons [95] chriscoons,senateforeign [95] senateforeign,repmccaul [95] repmccaul,amalalliance [94] guarantee,safeguard [94] safeguard,720 [94] 720,000 Top Word Pairs in Tweet in G6:
[132] gpforeducation,summit [113] quality,education [106] leaders,#fundeducation [94] summit,tomorrow [93] #fundeducation,gpforeducation [92] globe,calling [92] calling,leaders [89] join,#voices4results [89] ensure,access [89] access,quality Top Word Pairs in Tweet in G7:
[50] global,education [42] education,summit [31] reekadobanks,nomcebozikode [31] nomcebozikode,lcgctweets [25] lcgctweets,dsengeh [24] youssoundoursn,tenientertainer [24] tenientertainer,reekadobanks [16] uk,kenya [15] #ges2021,#raiseyourhand [15] #ges2021,gpforeducation Top Word Pairs in Tweet in G8:
[111] girl,child [104] child,education [81] ukinuganda,janetmuseveni [79] janetmuseveni,fcdogovuk [79] fcdogovuk,camb_ed [79] camb_ed,govuganda [79] govuganda,gpforeducation [79] gpforeducation,educ_sportsug [52] #ugandaisbleeding,ukaid [39] genocides,corruption Top Word Pairs in Tweet in G9:
[26] global,education [26] education,summit [21] education,world's [21] world's,vulnerable [21] vulnerable,countries [20] summit,london [18] fcdogec,camfed [18] camfed,johncassim [18] misazimbabwe,gpforeducation [18] gpforeducation,ukinkenya Top Word Pairs in Tweet in G10:
[33] alicealbright,malala [33] malala,malalafund [33] malalafund,juliagillard [33] juliagillard,unyouthenvoy [33] unyouthenvoy,oneineu [33] oneineu,planeu [33] planeu,eu_partnerships [33] eu_partnerships,vonderleyen [31] juttaurpilainen,gpforeducation [31] gpforeducation,eu_commission 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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