The graph represents a network of 5 239 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 Wednesday, 28 July 2021 at 10:22 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Tuesday, 20 July 2021 at 04:59 UTC to Wednesday, 28 July 2021 at 09:48 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 : 5239
Unique Edges : 14299
Edges With Duplicates : 11749
Total Edges : 26048
Number of Edge Types : 5
Tweet : 850
Retweet : 6801
MentionsInRetweet : 12228
Mentions : 5920
Replies to : 249
Self-Loops : 911
Reciprocated Vertex Pair Ratio : 0,0377369846524225
Reciprocated Edge Ratio : 0,0727293817422573
Connected Components : 202
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 4803
Maximum Edges in a Connected Component : 25373
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3,298367
Graph Density : 0,000628309676428169
Modularity : 0,415426
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5 239 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 Wednesday, 28 July 2021 at 10:22 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 49-minute period from Tuesday, 20 July 2021 at 04:59 UTC to Wednesday, 28 July 2021 at 09:48 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:
[134] https://www.globalpartnership.org/financing-2025/summit [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/ [82] 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 [72] https://dalberg.com/global-education-summit/ [67] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [58] https://raiseyourhand.globalpartnership.org:443/ [52] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [36] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [31] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [31] 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 Top URLs in Tweet in G1:
[94] https://www.globalpartnership.org/financing-2025/summit [82] 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 [21] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [16] https://www.ft.com/content/1904f3c6-fef4-472b-8edc-100f6f6a81e5 [16] 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 [14] https://dalberg.com/global-education-summit/ [13] 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://raiseyourhand.globalpartnership.org:443/ [10] 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 [10] https://twitter.com/UNGEI/status/1418582959821627394 Top URLs in Tweet in G2:
[47] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [20] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [16] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [13] https://twitter.com/i/broadcasts/1mrxmwavZqDGy [12] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [11] https://us06web.zoom.us/webinar/register/WN_HWEixJPuTwC-iI6aEzj4NQ [11] https://www.eventbrite.com/e/gender-responsive-and-disability-inclusive-education-for-all-tickets-161786500779#listing-organizer [11] https://unicef.zoom.us/webinar/register/WN_KKlqj0hgTeyb60TS9EPDmg [9] https://www.globalpartnership.org/financing-2025/summit [9] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ Top URLs in Tweet in G3:
[75] 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/ [12] https://gpe2021.world-television.com/home/english [10] http://www.global [10] https://www.houston.org [5] http://gpe2021.world-television.com/home/english [5] https://www.linkedin.com/posts/celesteshirvani_education-kenya-gpe-activity-6823163021620232192-m5xD [5] https://www.the-star.co.ke/news/2021-07-26-uhuru-uk-trip-to-build-ties-says-esipisu/ [3] https://twitter.com/straighttalkke/status/1419970647502069769 [3] https://raiseyourhand.globalpartnership.org:443/ [2] https://swalanyeti.co.ke/education-career/1668/uhuru-set-to-attend-crucial-global-education-summit-in-uk Top URLs in Tweet in G4:
[45] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [33] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [11] https://plan-international.org/publications/translating-cse-commitments-into-action [10] https://worldvision.zoom.us/webinar/register/WN_erYjgHnmS2Cv1Cac-_jjxg?utm_medium=organic-social&utm_source=facebook&utm_campaign=buildbackbetter&utm_content=event [9] https://worldvision.zoom.us/webinar/register/WN_erYjgHnmS2Cv1Cac-_jjxg [9] https://www.youtube.com/watch?v=pWBTnIzbblM [8] https://us02web.zoom.us/webinar/register/WN_Dz_5pQjNTDmSe5qD-CCoWA [7] https://us02web.zoom.us/webinar/register/WN_EH0yndfTQf-DWjR5VJhSqA [6] https://twitter.com/FCDOGovUK/status/1417812003528314881 [5] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G5:
[41] https://dalberg.com/global-education-summit/ [1] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G6:
[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/FCDOGEC/status/1417390632893571078 [1] https://act.one.org/sign/education-future-2021-africa?akid=s591117..xTXjA_ Top URLs in Tweet in G7:
[3] 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 [3] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [3] https://twitter.com/UKinRwanda/status/1418131226410561536 [2] https://twitter.com/the_eastafrican/status/1418918280090226696 [1] https://www.newtimes.co.rw/opinions/what-covid-teaches-africa-about-investing-education [1] https://twitter.com/FCDOGEC/status/1418210764897226772 [1] https://twitter.com/omardaair/status/1418249068204208134 Top URLs in Tweet in G8:
[16] https://twitter.com/FCDOGEC/status/1419633766885175301 [5] https://twitter.com/JacobBlasius/status/1418131835842932738 [2] https://twitter.com/EliudKipchoge/status/1407219433878306820 [2] https://edition.cnn.com/videos/tv/2021/07/23/amanpour-julia-gillard-girls-education-covid019-lockdown.cnn [1] https://twitter.com/GPforEducation/status/1406962734382600197 [1] https://www.ungei.org/event/global-education-summit [1] https://raiseyourhand.globalpartnership.org:443/ [1] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G9:
[6] https://edufinance.org/latest/events/summit-side-event-edufinance?utm_source=social&utm_medium=social&utm_campaign=Global_Education_Summit [6] https://raiseyourhand.globalpartnership.org:443/ [5] https://www.youtube.com/watch?v=iAWY_ZPPUNk [4] https://www.globalpartnership.org/financing-2025/summit [3] https://theirworld.org/resources/detail/the-education-finance-playbook?utm_source=twitter&utm_medium=social [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://gpe2021.world-television.com/home/english [2] https://twitter.com/ReekadoBanks/status/1413811301990678528 [2] https://twitter.com/GPforEducation/status/1417059135749689347 [1] https://dalberg.com/global-education-summit/ Top URLs in Tweet in G10:
[16] https://www.worldbank.org/en/events/2021/07/01/learning-during-and-post-covid-19-in-nepal1?fbclid=IwAR2t5CLEd46GAu5ifC27SxP2Cz7gaFNhn0xeecyINrfpjXpFbE9zKhtcfEI [2] https://www.facebook.com/watch/?v=1655208674672564 [2] https://www.facebook.com/watch/?v=1655207814672650 [2] https://www.youtube.com/watch?v=Hf5WKbz7TiI [2] https://www.facebook.com/WorldBankNepal [2] https://twitter.com/BBCSajhaSawal/status/1417432924283052033 [1] https://twitter.com/FCDOGEC/status/1417390632893571078 [1] https://www.marieclaire.co.uk/reports/helen-grant-mp-girls-education-739958 [1] https://www.globalpartnership.org/financing-2025/summit [1] https://twitter.com/GPforEducation/status/1418014178816761862 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1832] global,education [1721] education,summit [1013] #ges2021,#raiseyourhand [840] quality,education [775] #ges2021,event [569] summit,#ges2021 [547] uk,kenya [547] #ges2021,gpforeducation [536] #ges2021,#fundeducation [475] co,hosting Top Word Pairs in Tweet in G1:
[618] global,education [581] education,summit [332] summit,#ges2021 [324] quality,education [322] learning,crisis [276] global,learning [257] global,partnership [256] partnership,education [253] crisis,commit [252] potus,samanthajpower Top Word Pairs in Tweet in G2:
[425] #ges2021,event [323] #ges2021,#fundeducation [169] #ges2021,#raiseyourhand [167] girls,education [142] world,leaders [142] global,education [141] education,girls [139] young,people [138] register,#ges2021 [134] 26,july Top Word Pairs in Tweet in G3:
[418] 60,113 [347] raised,gpforeducation [315] co,host [312] #learningforall,#fundeducation [257] ensure,5billion [257] 5billion,raised [238] host,#ges2021 [210] global,education [200] borisjohnson,co [192] 113,supporters Top Word Pairs in Tweet in G4:
[671] education,summit [662] global,education [419] #ges2021,#raiseyourhand [384] uk,kenya [323] kenya,co [315] co,hosting [275] hosting,global [271] #ges2021,gpforeducation [257] gpforeducation,#raiseyourhand [247] summit,london Top Word Pairs in Tweet in G5:
[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 G6:
[65] #learningforall,#raiseyourhand [64] world,leaders [63] shocking,90 [63] 90,10 [63] 10,olds [63] olds,income [63] income,countries [63] countries,read [62] leaders,invest [62] future,#learningforall Top Word Pairs in Tweet in G7:
[39] home,based [34] #inclusiveecce,#rwanda [31] based,#ecd [31] #ecd,model [30] global,education [30] education,summit [30] #ges2021,#inclusiveecce [29] key,lessons [29] lessons,learnt [27] #ges2021,#raiseyourhand Top Word Pairs in Tweet in G8:
[23] quality,education [23] #raiseyourhand,#dkpol [23] #dkpol,#dkaid [23] danishmfa,#raiseyourhand [22] raising,hand [22] #raiseyourhand,#ges2021 [22] #dkaid,#fundeducation [21] #ges2021,#fundeducation [21] uddannelse,hele [21] hele,verden Top Word Pairs in Tweet in G9:
[29] global,education [27] education,summit [22] reekadobanks,nomcebozikode [22] nomcebozikode,lcgctweets [22] suezan,lee [22] #ges2021,event [19] lee,usaid [19] usaid,justinvanfleet [19] justinvanfleet,theirworld [19] theirworld,gbceducation Top Word Pairs in Tweet in G10:
[34] #ges2021,#raiseyourhand [33] क,भ [30] भ,ड [25] symposium,learning [25] learning,post [22] educating,girls [22] covid,19 [21] including,#nepal [20] learning,loss [20] #ges2021,#ukaid 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 G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: