The graph represents a network of 6 344 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 Thursday, 29 July 2021 at 09:04 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 20-minute period from Wednesday, 21 July 2021 at 01:05 UTC to Thursday, 29 July 2021 at 08:25 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 : 6344
Unique Edges : 17775
Edges With Duplicates : 14358
Total Edges : 32133
Number of Edge Types : 5
Retweet : 8566
Mentions : 7173
MentionsInRetweet : 15061
Tweet : 1023
Replies to : 310
Self-Loops : 1105
Reciprocated Vertex Pair Ratio : 0,0372451203564683
Reciprocated Edge Ratio : 0,0718154650728427
Connected Components : 220
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 5901
Maximum Edges in a Connected Component : 31634
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3,226825
Graph Density : 0,000532206865249874
Modularity : 0,415088
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6 344 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 Thursday, 29 July 2021 at 09:04 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 20-minute period from Wednesday, 21 July 2021 at 01:05 UTC to Thursday, 29 July 2021 at 08:25 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:
[102] https://www.globalpartnership.org/financing-2025/summit [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/ [72] 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 [66] https://dalberg.com/global-education-summit/ [52] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [35] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [33] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [24] https://raiseyourhand.globalpartnership.org:443/ [23] https://twitter.com/FCDOGEC/status/1419633766885175301 [20] https://unesco-org.zoom.us/meeting/register/tJckdemtrT8qG91MLw58aUJSa6v1rb68N24s?_x_zm_rtaid=qH0dEpSqSESKOoG46-QfYw.1625724285853.cfe27545a5261ae277d10c983248fd04&_x_zm_rhtaid=131 Top URLs in Tweet in G1:
[71] 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 [30] https://zoom.us/webinar/register/WN_gNsn4d_jTla9z2m-rNkXfQ [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 [10] 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 [9] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [8] https://www.ft.com/content/1904f3c6-fef4-472b-8edc-100f6f6a81e5 [7] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [7] https://us06web.zoom.us/webinar/register/WN_HWEixJPuTwC-iI6aEzj4NQ [6] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [6] https://www.iddcconsortium.net/blog/ida-iddc-statement-following-g7-declaration-on-girls-education-recovering-from-covid-19-and-unlocking-agenda-2030/ Top URLs in Tweet in G2:
[70] 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/ [21] https://dalberg.com/global-education-summit/ [9] http://www.global [9] https://www.houston.org [6] https://gpe2021.world-television.com/home/english [4] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [3] https://www.globalpartnership.org/financing-2025/summit [3] https://www.the-star.co.ke/news/2021-07-26-uhuru-uk-trip-to-build-ties-says-esipisu/ [2] https://zoom.us/webinar/register/WN_L9uS-tOuQT67E7pUWqhEOQ [2] http://gpe2021.world-television.com/home/english Top URLs in Tweet in G3:
[83] https://www.globalpartnership.org/financing-2025/summit [33] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [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 [12] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [9] https://raiseyourhand.globalpartnership.org:443/ [8] https://us02web.zoom.us/webinar/register/WN_EH0yndfTQf-DWjR5VJhSqA [6] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg [5] https://twitter.com/GPforEducation/status/1419595850741911559 [5] https://www.youtube.com/watch?v=pWBTnIzbblM [5] https://www.eventbrite.ca/e/togetherforlearning-quality-education-for-refugee-idp-children-youth-tickets-161771112753 Top URLs in Tweet in G4:
[36] https://event.webcasts.com/starthere.jsp?ei=1479589&tp_key=a8a02891bf [21] https://twitter.com/FCDOGEC/status/1419633766885175301 [8] https://twitter.com/FCDOGovUK/status/1417812003528314881 [6] https://raiseyourhand.globalpartnership.org:443/ [5] https://www.globalpartnership.org/financing-2025/summit [5] https://us02web.zoom.us/webinar/register/WN_Dz_5pQjNTDmSe5qD-CCoWA [5] https://worldvision.zoom.us/webinar/register/WN_erYjgHnmS2Cv1Cac-_jjxg [5] https://www.girlsnotbrides.org/learning-resources/advocacy/advocacy-actions/global-education-summit-side-event/?_ga=2.98561055.1068049491.1626102827-1893143025.1570192466 [4] https://www.youtube.com/watch?v=pWBTnIzbblM [4] https://twitter.com/GirlsNotBrides/status/1415694148238254094 Top URLs in Tweet in G5:
[8] https://www.youtube.com/watch?v=wR1pr6KxPuI&feature=youtu.be [7] https://www.globalpartnership.org/financing-2025/summit-program [5] https://unesco-org.zoom.us/webinar/register/WN_yYXYG2kMQ-OqU9BCE5gJkQ [4] https://www.youtube.com/watch?v=iAWY_ZPPUNk [4] http://bit.ly/benchmarkseven [3] https://unesco-org.zoom.us/webinar/register/WN_8sXew3NcRPOLWGIM7U39wg [2] https://twitter.com/EAA_Foundation/status/1419641149107621890 [2] https://twitter.com/GPforEducation/status/1417059135749689347 [1] https://en.unesco.org/news/what-you-need-know-about-global-cooperation-mechanism-education [1] https://zoom.us/webinar/register/WN_ipX45Dn4Tb-AbkNrS9NEvA Top URLs in Tweet in G6:
[7] https://twitter.com/UNGEI/status/1418582959821627394 Top URLs in Tweet in G7:
[40] https://dalberg.com/global-education-summit/ [1] https://www.globalpartnership.org/financing-2025/summit Top URLs in Tweet in G8:
[3] Https://t.me/professoinalTradersss001 [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://dalberg.com/global-education-summit/ [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://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [1] https://act.one.org/sign/education-future-2021-int?akid=s591232..MsoxFL [1] https://act.one.org/sign/education-future-2021-int?akid=s591235..SoqVzr Top URLs in Tweet in G9:
[12] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [6] https://us02web.zoom.us/webinar/register/WN_CL67nLtmSemoy5XrQRs6bA [3] https://raiseyourhand.globalpartnership.org:443/ [3] https://www.theeastafrican.co.ke/tea/oped/comment/-africa-must-prioritise-the-education-of-its-youth-3480632 [2] https://act.one.org/sign/education-future-2021-int?akid=s592203..5c28W- [1] https://twitter.com/onecampaign/status/1418579152593170435 [1] 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 [1] 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 [1] https://www.one.org/africa/press/open-letter-to-african-leaders/ Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2390] global,education [2260] education,summit [1269] #ges2021,#raiseyourhand [986] quality,education [849] #ges2021,#fundeducation [765] #ges2021,event [692] world,leaders [668] uk,kenya [668] summit,#ges2021 [637] #ges2021,gpforeducation Top Word Pairs in Tweet in G1:
[431] #ges2021,event [377] global,education [335] education,summit [256] #ges2021,#raiseyourhand [204] world,leaders [203] young,people [198] #ges2021,#fundeducation [194] quality,education [165] girls,education [146] register,#ges2021 Top Word Pairs in Tweet in G2:
[422] 60,113 [374] global,education [354] raised,gpforeducation [317] #learningforall,#fundeducation [314] education,summit [292] co,host [261] ensure,5billion [261] 5billion,raised [243] host,#ges2021 [208] borisjohnson,co Top Word Pairs in Tweet in G3:
[407] global,education [394] education,summit [324] quality,education [230] #ges2021,#raiseyourhand [181] 28,29 [177] education,children [145] register,#ges2021 [144] #raiseyourhand,#ges2021 [143] access,quality [142] july,28 Top Word Pairs in Tweet in G4:
[733] education,summit [727] global,education [505] #ges2021,#raiseyourhand [378] uk,kenya [291] summit,london [268] vulnerable,countries [265] co,hosting [263] kenya,co [254] world's,vulnerable [253] education,world's Top Word Pairs in Tweet in G5:
[245] #ges2021,#fundeducation [124] reopening,schools [117] countries,reopening [117] education,track [117] track,#ges2021 [116] help,readjust [116] readjust,catch [110] children,classrooms [110] classrooms,help [110] catch,working Top Word Pairs in Tweet in G6:
[235] commit,pledge [233] potus,samanthajpower [233] parties,support [233] support,billion [233] help,address [233] address,global [233] global,learning [233] learning,crisis [233] crisis,commit [233] pledge,gpe Top Word Pairs in Tweet in G7:
[133] #congratulationkikuyus,#ges2021 [133] #ges2021,#tanzania [133] #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 G8:
[64] world,leaders [64] #learningforall,#raiseyourhand [62] shocking,90 [62] 90,10 [62] 10,olds [62] olds,income [62] income,countries [62] countries,read [62] read,interpret [62] interpret,simple Top Word Pairs in Tweet in G9:
[56] dans,l'éducation [49] du,#ges2021 [46] lors,du [39] les,pays [36] âge,de [34] de,10 [34] 10,ans [33] éducation,de [33] ensemble,demandons [32] ans,tout Top Word Pairs in Tweet in G10:
[76] хэнтий,аймгийн [76] аймгийн,дадал [76] дадал,суманд [76] суманд,ану [76] ану,ын [76] ын,хөрөнгөөр [76] хөрөнгөөр,насны [76] насны,150 [76] 150,хүүхдийн [76] хүүхдийн,шинэ Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: