The graph represents a network of 8 410 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 Friday, 30 July 2021 at 07:09 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 26-minute period from Thursday, 22 July 2021 at 05:49 UTC to Friday, 30 July 2021 at 06:15 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 : 8410
Unique Edges : 23853
Edges With Duplicates : 19521
Total Edges : 43374
Number of Edge Types : 5
Retweet : 12807
MentionsInRetweet : 20373
Mentions : 8441
Replies to : 401
Tweet : 1352
Self-Loops : 1448
Reciprocated Vertex Pair Ratio : 0,0323667514964694
Reciprocated Edge Ratio : 0,0627039788903548
Connected Components : 231
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 7915
Maximum Edges in a Connected Component : 42748
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,100477
Graph Density : 0,000407269884808601
Modularity : 0,396201
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8 410 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 Friday, 30 July 2021 at 07:09 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 26-minute period from Thursday, 22 July 2021 at 05:49 UTC to Friday, 30 July 2021 at 06:15 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 : 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:
[371] https://www.globalpartnership.org/financing-2025/summit [145] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DXdOpmFjZziE&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [115] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [74] https://dalberg.com/global-education-summit/ [69] 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 [67] 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/ [62] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [54] https://twitter.com/i/broadcasts/1eaKbnrLjwdKX [49] https://raiseyourhand.globalpartnership.org:443/ [49] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ Top URLs in Tweet in G1:
[186] https://www.globalpartnership.org/financing-2025/summit [34] https://twitter.com/i/broadcasts/1eaKbnrLjwdKX [19] https://twitter.com/i/broadcasts/1MYGNmgzPeLKw [13] https://www.diplomatie.gouv.fr/en/french-foreign-policy/development-assistance/news/2021/article/global-education-summit-transforming-education-systems-in-90-countries-and [12] https://fdip.fr/vNyRtUA5 [8] https://twitter.com/GPforEducation/status/1419595850741911559 [7] https://twitter.com/i/broadcasts/1RDGlPaLjAVGL [7] https://twitter.com/FCDOGovUK/status/1420277847055286276 [6] https://twitter.com/dutchmfa/status/1420356597738577923 [6] https://www.britishcouncil.org/society/womens-and-girls-empowerment/research-reports Top URLs in Tweet in G2:
[74] https://www.globalpartnership.org/financing-2025/summit [68] 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 [34] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [28] https://www.ft.com/content/1904f3c6-fef4-472b-8edc-100f6f6a81e5 [24] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [14] https://nam11.safelinks.protection.outlook.com/ap/t-59584e83/?url=https://teams.microsoft.com/l/meetup-join/19%253ameeting_NmRkZDRkY2ItMWY3Ny00YTkyLTg0OWQtNDE5ZGRjODczNTVh%2540thread.v2/0%3Fcontext%3D%257b%2522Tid%2522%253a%25228ea28934-d20d-47ee-aa20-b96d5ea33f70%2522%252c%2522Oid%2522%253a%252290b81484-0b0a-4da3-8481-b64f43f2c5c7%2522%257d&data=04|01|brenda.yu@one.org|6362de47cedd494290d008d9501c4698|c85ffd8d5f42467aaa6978509c882c4e|0|0|637628904648035096|Unknown|TWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D|1000&sdata=C/Pm%2B/ONRq7ZocxOoNGMngTu5geDxi0ntGCSofAjrYA%3D&reserved=0?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [12] https://wtvglobal.6connex.eu/event/GPE2021/login [12] https://www.one.org/international/blog/esthers-poverty-covid-19-increased-school-drop-outs-nigeria/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [12] https://twitter.com/i/broadcasts/1eaKbnrLjwdKX [12] https://us02web.zoom.us/webinar/register/WN_EH0yndfTQf-DWjR5VJhSqA Top URLs in Tweet in G3:
[44] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [38] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [36] https://www.msichoices.org/what-we-do/building-a-more-equal-world/?utm_source=Twitter&utm_medium=GirlsEducation&utm_campaign=WhatWeDo&utm_id=Social&utm_content=Toolkit [33] https://www.globalpartnership.org/financing-2025/summit [31] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [26] https://twitter.com/FCDOGEC/status/1419633766885175301 [16] https://www.orchidproject.org/wp-content/uploads/2021/07/Intersection-Between-Female-Genital-Cutting-and-Education.pdf [15] https://www.globalpartnership.org/financing-2025/summit-program [14] https://www.girlsnotbrides.org/learning-resources/resource-centre/child-marriage-and-girls-education-advocacy-brief/ [12] https://unicef.zoom.us/webinar/register/WN_KKlqj0hgTeyb60TS9EPDmg Top URLs in Tweet in G4:
[34] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [21] https://www.globalpartnership.org/financing-2025/summit [16] https://wtvglobal.6connex.eu/event/GPE2021/login [13] 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 [7] https://www.foreignminister.gov.au/minister/marise-payne/media-release/australia-increases-support-global-partnership-education-indo-pacific [7] https://twitter.com/EduCannotWait/status/1420013999622660096 [7] https://twitter.com/UNGEI/status/1418582959821627394 [6] https://twitter.com/GPforEducation/status/1420052817507651587 [5] https://twitter.com/GPforEducation/status/1419595850741911559 [4] http://www.ipsnews.net/2021/07/child-rights-experts-warn-displaced-children-young-people-risk-wiped-education-system/ Top URLs in Tweet in G5:
[138] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DXdOpmFjZziE&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [65] 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.globalpartnership.org/financing-2025/summit [23] https://dalberg.com/global-education-summit/ [18] https://www.youtube.com/watch?v=XdOpmFjZziE [9] https://www.the-star.co.ke/news/big-read/2021-07-29-why-uk-is-encouraging-self-tests-in-fight-against-covid/ [9] https://twitter.com/OliverMathenge/status/1420365770555596806 [8] http://www.global [8] https://www.houston.org [7] https://bitly.com/pages/landing/branded-short-domains-powered-by-bitly?bsd=ges2021.org Top URLs in Tweet in G6:
[5] https://edition.cnn.com/videos/tv/2021/07/23/amanpour-julia-gillard-girls-education-covid019-lockdown.cnn [2] https://protect-eu.mimecast.com/redirect/eNqtlltv28YSx7-KoJe-mPLO3tc4OIjsKKkb10ptJ3ZQFcJeJcYiqZJUGqfwd--QchLLds7pgyGA0N5nf_Of2fl7WPt1OzwY1lVji00ZRtGFqnyxXtkyy8s21qVt86q0q1FVL4Z7w1Xlhwdkb1hHH_N12-ZFHB6ApEIxrbUgpBvDDene0Lat9cu8TBXu__fsrl3Esm1mw4PfsSflq3hqi4jN2XD869uT41cfstcn08PxSTZ5Pzm9yC6PL36evrvIzt9Oxm8mZ-cZHa3LxWy4Nxs2Swv9wuAp0SQII2L0lgRwKpkgg9M8CiWoItTpFOHrKipkv87z4Il1IVKbGBhipBEeWDJWe-JJUoZymhzT1EtmjQAtmSfKeuEESTH0-xVB9JsBcMqVI9wKCURQFogNDtfgbMMZ7yfXVdWeP7cB6IGLm_WWYV7YRZztf0OUf-n6hWaC8tu9h8Tb2pZNkTcNOngUi9UuVi4knguJKZ2SUc4COlgG4axmgfHAlEgB_COshmodHUvOJBAOzU1gGfVee8dJDM7HYDz32joIUiEnEyARqrT3BKSPO1gdKM-ttomibzVXMYAS0cjEiRE86qewPo8B97EWsWl6sHXymtKsaTfO3fH_xpibx4S_avq7mLPLyWF2OD49nZxlQDX53H0eaxqIMSIYvGXi4Gmy1DMGISTnSKTBB8EN4do8hK8cD1ZyQPcwQ6i0KQWiqeD4w20wPqIjLhKhcaJOQKh1RjilI7deBb8Dn0rltLEsESkk_ldgpQQOUSViSZRPwX8eA_6FpvFA9oSmXRVuRu3ndhenYCImETEzYGhyCxC8NAGNscYrZa2GFF2y-hHORAyNEpzD2-A4hjMPUkaUgUwQLUMhgSUYvgZ9gneL3DgDCa9tkgxpB6dhCY-kwAATk9VJoph9BLwJd8jVP4nzWQy4j7ONCGcf83te3ueJKRR-rN9HOfl_JmRjosKsRxnhlHlGgolUgwkC83CQIIjCw9DIh7Q1c0lolDWuJfigcA6Se29BGB-JDgREQk8y4hLXFgPa4CNkCU-oseD9rngDF8AYwxxsCYYMjcgYgyjqGElkyjxF-3kM-P_ilYISDj8Q77ItdnFaxjhhigvtI96Jei2YShyzFpGYPQw46wiL6iFOjDfqPOYNvEp0XEqhvCYOEycKEUOQQjLGJpSikNETvAzme66jlR448XQHZ4zGgwsaMOm6iDukyDw-DBqTBKruSfE-jwGPxYuEVvdxos7M7R-3WJ2EHOuSrpw5LrG1zgMOAtsbugahK-yxWL0Mj7geg5Q4w_aTj5bRX787O9l24GOIfWPvsdkUtlliC5iXmiSMNY3YIXAm8XmnoEMA6wPqXCqhreqWlKHGFbbMr-0LW6xXebpZ5PWquSugmo37iOO_T64uJmen45M_BndBNnjdzRqcxXVVt4OqHBzaus5j3Qzaajv20-DcL6tqhXPaTV3O6lk5eFs17eBo-v74ZQYGt2-L9tcK6zg8YnON5VvRdbrG9_dmekypxo6u6PtemCGzfJ3fq8vKr4KcdMXg3uDsrjjsocfC5qt-9F_VjP2aUBV9vsFFP5q1dWBsOp9RAKU4I53LOp7fTf1m2bjjO3hZ1VW7vBn8EssyPrDuaQ88NOfJ8Xy9ff-IGWkxQjePuOgHlkh7WxHgKVn8CFniYrSoqsUqjnyFgXu79cFpFbAuHhIC2M7X-HdnM-wsmkV31eF_jsZHJx9MeSmm3GavP_n6cNr-lpZ68cvVu5e8Ce8v4PNnO_347s_r8pp9eFuYxYvu-NGi_-Kp_-2225YobdMfRaHPsUA0vsTQeXxTr3Bk2bbr5mC2P9vfNIT-Fd3oS1UVo00z28dGXtoaa5y4yBt0z2z_8nQ-LefiGuqrM2qlvbpZsU-X9ui3zlFd4CzmPovzzTWBOT7k80-YkWgGML8T2vzOEJir-Z0YMySSUUaxJOWcd4YtNj2Gi8NXxWRxfjV98-ebL6-KY5VNP6ruIL9p2qqItd8SvadhtLMP1TVqAKM-i5tRlyy8bdqOyvD2H1UJ1mU [1] https://twitter.com/urugwirovillage/status/1420760069549875200 [1] https://twitter.com/i/broadcasts/1MnxnlpnVjVGO [1] https://twitter.com/FCDOGovUK/status/1420640236359536640 [1] https://twitter.com/UKinRwanda/status/1419981928690823178 [1] https://www.newtimes.co.rw/opinions/what-covid-teaches-africa-about-investing-education [1] https://www.one.org/international/blog/democratic-republic-of-congo-education-covid-19/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [1] https://twitter.com/omardaair/status/1418249068204208134 [1] https://twitter.com/FCDOGEC/status/1418210764897226772 Top URLs in Tweet in G7:
[8] https://citinewsroom.com/2021/07/akufo-addo-attends-global-education-summit-in-uk/ [7] https://twitter.com/ukinghana/status/1419628764913414147 [5] https://twitter.com/TheWorldToday/status/1420368348550991874 [4] https://meetoecd1.zoom.us/meeting/register/tJ0sdumvpzwoGdQM7i8T9Yx-gIqf_NdPgjL5 [3] https://www.globalpartnership.org/financing-2025/summit [3] https://educationcommission.org/updates/the-global-partnership-for-education-gpe-the-case-for-investing-in-intrinsic-motivation/?cn-reloaded=1 [3] https://edufinance.org/latest/events/summit-side-event-edufinance?utm_source=social&utm_medium=social&utm_campaign=Global_Education_Summit [3] https://www.oecd.org/development/philanthropy-centre/researchprojects/countrystudies/OECD_CoP_DomesticPhilanthropySouthAfrica.pdf [3] https://twitter.com/UKinGhana/status/1419704073004228613 [2] https://twitter.com/OIEduFinance/status/1420024953831927809 Top URLs in Tweet in G8:
[14] https://raiseyourhand.globalpartnership.org:443/ [12] https://www.globalpartnership.org/financing-2025/summit [12] https://www.thisdaylive.com/index.php/2021/07/27/buhari-other-world-leaders-to-raise-5bn-for-education/ [3] https://www.cpahq.org/news/2021_7-mobilising-resources-for-education/?utm_content=bufferc56aa&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [3] https://www.arise.tv/ [2] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [2] http://wwww.raiseyourhand.net [2] https://twitter.com/ReekadoBanks/status/1413811301990678528 [1] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [1] https://twitter.com/GPforEducation/status/1420741628466065417 Top URLs in Tweet in G9:
[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 [2] https://www.globalpartnership.org/financing-2025/summit [2] https://www.youtube.com/watch?v=VfHjMXdSqzk&feature=youtu.be [2] https://twitter.com/GPforEducation/status/1420670892980514817 [2] https://sabanew.net/viewstory.php?id=77804 [1] https://twitter.com/FCDOGovUK/status/1417812003528314881 [1] https://act.one.org/sign/education-future-2021-int?akid=s591365..Lw_PFL Top URLs in Tweet in G10:
[73] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [1] https://www.one.org/international/blog/global-education-summit-2021/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [1] https://twitter.com/ONEintheUK/status/1420671355062784000 [1] https://twitter.com/onecampaign/status/1418579152593170435 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3969] global,education [3640] education,summit [2005] #ges2021,#raiseyourhand [1268] summit,#ges2021 [1168] quality,education [1075] #ges2021,#fundeducation [933] world,leaders [913] young,people [807] girls,education [786] gpforeducation,#ges2021 Top Word Pairs in Tweet in G1:
[944] global,education [825] education,summit [419] #ges2021,#raiseyourhand [411] 60,113 [382] raised,gpforeducation [310] #learningforall,#fundeducation [284] quality,education [283] young,people [275] millions,children [268] co,host Top Word Pairs in Tweet in G2:
[1157] global,education [1009] education,summit [534] #ges2021,#raiseyourhand [347] young,people [332] summit,#ges2021 [306] world,leaders [291] #ges2021,#fundeducation [289] quality,education [271] #raiseyourhand,#fundeducation [263] #ges2021,event Top Word Pairs in Tweet in G3:
[623] global,education [580] education,summit [528] #ges2021,#raiseyourhand [390] #ges2021,#fundeducation [314] girls,education [254] #ges2021,event [214] uk,kenya [204] world,leaders [202] girls,school [185] gender,equality Top Word Pairs in Tweet in G4:
[349] global,education [327] education,summit [264] summit,#ges2021 [249] commit,pledge [248] gpe,global [248] pledge,gpe [248] global,learning [248] learning,crisis [247] potus,samanthajpower [247] members,congress Top Word Pairs in Tweet in G5:
[335] education,summit [311] global,education [179] #ges2021,#raiseyourhand [175] kenya,uk [173] #ges2021,#fundeducation [171] uhuru,kenyatta [167] children,disabilities [166] school,#equalworld [165] president,uhuru [165] child,school Top Word Pairs in Tweet in G6:
[171] education,summit [170] global,education [165] access,quality [160] gains,education [128] summit,#ges2021 [127] pandemic,reverse [127] reverse,gains [125] summit,important [125] important,reminder [125] reminder,ongoing Top Word Pairs in Tweet in G7:
[96] global,education [91] #ges2021,#raiseyourhand [85] education,summit [44] #raiseyourhand,#ges2021 [31] education,#ges2021 [30] uhuru,kenyatta [29] #ges2021,#fundecde [25] hand,education [23] president,uhuru [23] le,sommet Top Word Pairs in Tweet in G8:
[66] quality,education [66] #raiseyourhand,gpforeducation [66] global,education [64] education,summit [58] #ges2021,#raiseyourhand [56] president,mbuhari [51] 12,quality [49] access,12 [41] high,commissioner [41] commissioner,catrionalaing1 Top Word Pairs in Tweet in G9:
[57] world,leaders [54] #learningforall,#raiseyourhand [53] shocking,90 [53] 90,10 [53] 10,olds [53] olds,income [53] income,countries [53] countries,read [53] read,interpret [53] interpret,simple Top Word Pairs in Tweet in G10:
[112] dans,l'éducation [101] éducation,de [101] de,qualité [93] les,pays [88] #levelamain,#ges2021 [86] pays,africains [86] africains,doivent [86] doivent,accélérer [86] accélérer,le [86] le,développement Top Replied-To in Entire Graph:
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