The graph represents a network of 4 750 Twitter users whose recent tweets contained "GES2021 OR RaiseYourHand OR FundEducation", 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 15:48 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 1-minute period from Monday, 19 July 2021 at 10:18 UTC to Tuesday, 27 July 2021 at 15:19 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 : 4750
Unique Edges : 12802
Edges With Duplicates : 10341
Total Edges : 23143
Number of Edge Types : 5
Retweet : 6008
MentionsInRetweet : 10778
Mentions : 5380
Replies to : 217
Tweet : 760
Self-Loops : 814
Reciprocated Vertex Pair Ratio : 0,0365747265284209
Reciprocated Edge Ratio : 0,0705684319564936
Connected Components : 182
Single-Vertex Connected Components : 127
Maximum Vertices in a Connected Component : 4423
Maximum Edges in a Connected Component : 22639
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3,320165
Graph Density : 0,000684731411599118
Modularity : 0,44308
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4 750 Twitter users whose recent tweets contained "GES2021 OR RaiseYourHand OR FundEducation", 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 15:48 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 1-minute period from Monday, 19 July 2021 at 10:18 UTC to Tuesday, 27 July 2021 at 15:19 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 : GES2021 OR RaiseYourHand OR FundEducation
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:
[260] https://www.globalpartnership.org/financing-2025/summit [122] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [112] https://raiseyourhand.globalpartnership.org:443/ [96] 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 [95] https://dalberg.com/global-education-summit/ [94] 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/ [83] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [77] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [56] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [54] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ Top URLs in Tweet in G1:
[152] https://www.globalpartnership.org/financing-2025/summit [91] 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/ [87] 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 [47] https://raiseyourhand.globalpartnership.org:443/ [41] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [38] https://dalberg.com/global-education-summit/ [27] https://gpe2021.world-television.com/home/english [19] http://www.global [19] https://www.houston.org [17] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ Top URLs in Tweet in G2:
[110] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [69] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [56] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [45] https://www.globalpartnership.org/financing-2025/summit [39] https://zoom.us/webinar/register/WN_ipX45Dn4Tb-AbkNrS9NEvA [38] https://www.eventbrite.com/e/gender-responsive-and-disability-inclusive-education-for-all-tickets-161786500779#listing-organizer [36] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [34] https://twitter.com/i/broadcasts/1mrxmwavZqDGy [34] https://twitter.com/GirlsNotBrides/status/1415694148238254094 [33] https://twitter.com/FCDOGEC/status/1419633766885175301 Top URLs in Tweet in G3:
[38] https://raiseyourhand.globalpartnership.org:443/ [19] https://www.globalpartnership.org/financing-2025/summit [10] https://twitter.com/UNGEI/status/1418582959821627394 [6] https://www.eventbrite.ca/e/togetherforlearning-quality-education-for-refugee-idp-children-youth-tickets-161771112753 [5] https://twitter.com/GPforEducation/status/1419595850741911559 [5] https://raiseyourhand.globalpartnership.org/ [4] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [3] https://twitter.com/results_au/status/1419945656072949760 [3] https://www.globalpartnership.org/benefits-of-education#.YPasOw7w8uw.twitter [2] https://kilmer.house.gov/news/press-releases/kilmer-leads-100-members-in-calling-for-american-leadership-to-support-global-education- Top URLs in Tweet in G4:
[48] https://www.worldbank.org/en/events/2021/07/01/learning-during-and-post-covid-19-in-nepal1?fbclid=IwAR2t5CLEd46GAu5ifC27SxP2Cz7gaFNhn0xeecyINrfpjXpFbE9zKhtcfEI [9] https://www.youtube.com/watch?v=wR1pr6KxPuI&feature=youtu.be [8] https://www.youtube.com/watch?v=pWBTnIzbblM [7] https://twitter.com/FCDOGovUK/status/1417812003528314881 [7] https://worldvision.zoom.us/webinar/register/WN_erYjgHnmS2Cv1Cac-_jjxg?utm_medium=organic-social&utm_source=facebook&utm_campaign=buildbackbetter&utm_content=event [7] https://www.independent.co.uk/independentpremium/voices/water-africa-education-health-sanitation-b1889519.html [6] https://www.globalpartnership.org/financing-2025/summit [5] https://youtu.be/F7IKcoKIGJQ?utm_source=hootsuite&utm_medium=twitter&utm_campaign=MNE_campaign [5] https://www.facebook.com/watch/?v=1655208674672564 [4] https://riseprogramme.org/sites/default/files/2021-03/Importance_Students_SocioEmotional_Learning_Mental_Health_Wellbeing_COVID-19.pdf Top URLs in Tweet in G5:
[75] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [37] https://www.eventbrite.ca/e/togetherforlearning-quality-education-for-refugee-idp-children-youth-tickets-161771112753?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=listing [32] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [22] https://plan-international.org/publications/translating-cse-commitments-into-action [19] https://us02web.zoom.us/webinar/register/WN_Dz_5pQjNTDmSe5qD-CCoWA [19] https://us02web.zoom.us/webinar/register/WN_EH0yndfTQf-DWjR5VJhSqA [15] https://edufinance.org/latest/events/summit-side-event-edufinance?utm_source=social&utm_medium=social&utm_campaign=Global_Education_Summit [11] https://www.globalpartnership.org/financing-2025/summit [11] https://mailchi.mp/bc1158bbfd43/akf-uk-may-2021-newsletter-4887005 [8] https://www.youtube.com/watch?t=333&v=DRlrPScsIj0&feature=youtu.be Top URLs in Tweet in G6:
[9] https://twitter.com/ukinghana/status/1419628764913414147 [9] https://raiseyourhand.globalpartnership.org:443/ [8] https://www.globalpartnership.org/financing-2025/summit [7] https://twitter.com/FCDOGovUK/status/1417514640087535619 [5] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [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://twitter.com/ukinghana/status/1419704073004228613 [4] https://twitter.com/UKinRwanda/status/1418131226410561536 [4] https://twitter.com/the_eastafrican/status/1418918280090226696 [3] https://twitter.com/UKinMozambique/status/1417827537552658433 Top URLs in Tweet in G7:
[20] https://www.ft.com/content/1904f3c6-fef4-472b-8edc-100f6f6a81e5 [8] https://reliafrica.org/ [8] https://dalberg.com/global-education-summit/ [7] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DcBBMImqa9B8&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [6] https://twitter.com/AJack/status/1419549842007896068 [6] https://twitter.com/UgHumanityfirst/status/1418244619930853379 [4] https://oxfamibis.dk/privatisation-education-really-solution/ [4] https://www.theguardian.com/global-development/2021/jul/27/self-esteem-was-so-low-look-at-them-now-the-scheme-getting-kenyas-girls-back-to-school [4] https://www.youtube.com/watch?v=BpJ23r3-ceI&feature=youtu.be [4] https://www.educationoutcomesfund.org/gpe-rbf-ece-sideevent Top URLs in Tweet in G8:
[42] https://dalberg.com/global-education-summit/ [1] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G9:
[3] https://dalberg.com/global-education-summit/ [3] Https://t.me/professoinalTradersss001 [2] https://www.eventbrite.ca/e/togetherforlearning-quality-education-for-refugee-idp-children-youth-tickets-161771112753?aff=estw&utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-source=tw&utm-term=listing [2] https://www.girlsnotbrides.es/aprendizaje-recursos/incidencia-politica/acciones-incidencia-politica/evento-paralelo-cumbre-global-educacion/?_ga=2.96440409.497289656.1626276380-1872447521.1591958994 [2] https://act.one.org/sign/education-future-2021-int?akid=s591700..dV1i9R [2] https://act.one.org/sign/education-future-2021-uk?akid=s591859..uM8x7A [2] https://api.whatsapp.com/send?phone=254741948034&text=Hello%21%20Im%20lnterested%20in%20your%20fixed%20matches&source=&data [2] https://twitter.com/Zamara_fdn/status/1419926598577496070 [1] https://twitter.com/UKMisBrussels/status/1417037195949522944 [1] https://twitter.com/FCDOGEC/status/1417390632893571078 Top URLs in Tweet in G10:
[4] https://twitter.com/Kcyg001/status/1417785089354870785 [3] https://gpe2021.world-television.com/home/english [2] https://www.girlsnotbrides.org/learning-resources/advocacy/advocacy-actions/global-education-summit-side-event/?_ga=2.98561055.1068049491.1626102827-1893143025.1570192466 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1639] global,education [1525] education,summit [875] #ges2021,#raiseyourhand [732] #ges2021,event [686] quality,education [538] summit,#ges2021 [513] #ges2021,#fundeducation [498] #ges2021,gpforeducation [446] co,hosting [442] uk,kenya Top Word Pairs in Tweet in G1:
[480] global,education [431] 60,113 [405] education,summit [363] raised,gpforeducation [355] co,host [342] #learningforall,#fundeducation [275] quality,education [261] ensure,5billion [261] 5billion,raised [258] host,#ges2021 Top Word Pairs in Tweet in G2:
[454] #ges2021,event [372] #ges2021,#fundeducation [229] #ges2021,#raiseyourhand [217] global,education [183] education,summit [182] register,#ges2021 [171] girls,education [168] digital,learning [165] 26,july [159] #raiseyourhand,#ges2021 Top Word Pairs in Tweet in G3:
[260] global,education [257] education,summit [248] global,partnership [248] summit,#ges2021 [247] partnership,education [245] potus,samanthajpower [245] members,congress [245] parties,support [245] support,billion [245] pledge,global Top Word Pairs in Tweet in G4:
[372] global,education [362] education,summit [244] uk,kenya [243] kenya,co [229] co,hosting [208] hosting,global [204] #ges2021,gpforeducation [197] gpforeducation,#raiseyourhand [171] #ges2021,#raiseyourhand [156] summit,london Top Word Pairs in Tweet in G5:
[117] education,summit [111] global,education [90] young,people [81] #ges2021,event [77] #ges2021,#raiseyourhand [70] education,displaced [70] displaced,children [67] quality,education [65] register,#ges2021 [65] fragile,contexts Top Word Pairs in Tweet in G6:
[88] global,education [88] education,summit [87] #ges2021,#raiseyourhand [73] #ges2021,gpforeducation [47] uk,kenya [44] #raiseyourhand,#ges2021 [39] reekadobanks,nomcebozikode [39] nomcebozikode,lcgctweets [39] home,based [37] hosting,global Top Word Pairs in Tweet in G7:
[44] #ges2021,#raiseyourhand [36] #ges2021,event [30] education,children [29] education,summit [29] #eycpolicyforum,#fundeducation [27] global,education [26] #ges2021,gpforeducation [22] gpforeducation,#raiseyourhand [20] access,quality [20] #fundeducation,#educationfinancingke Top Word Pairs in Tweet in G8:
[134] #congratulationkikuyus,#ges2021 [134] #ges2021,#tanzania [134] #olympics2021,magufuli [115] prison,break [115] break,young [115] young,ma [115] ma,william [115] william,ruto [115] ruto,kenneth [115] kenneth,muguna Top Word Pairs in Tweet in G9:
[64] world,leaders [63] #learningforall,#raiseyourhand [62] shocking,90 [62] 90,10 [62] 10,olds [62] olds,income [62] income,countries [62] countries,read [61] leaders,invest [61] future,#learningforall Top Word Pairs in Tweet in G10:
[26] education,girls [24] overcome,education [24] education,crisis [24] crisis,invest [24] invest,generation [24] generation,build [24] build,change [24] change,#ges2021 [24] #ges2021,time [24] time,deliver 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 G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: