The graph represents a network of 4 401 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 Monday, 26 July 2021 at 10:44 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 28-minute period from Sunday, 18 July 2021 at 05:00 UTC to Monday, 26 July 2021 at 10:28 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 : 4401
Unique Edges : 21211
Edges With Duplicates : 41615
Total Edges : 62826
Number of Edge Types : 5
Replies to : 513
Retweet : 5626
Mentions : 25225
MentionsInRetweet : 31400
Tweet : 62
Self-Loops : 113
Reciprocated Vertex Pair Ratio : 0,00650190852041146
Reciprocated Edge Ratio : 0,0129198135947292
Connected Components : 11
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 4380
Maximum Edges in a Connected Component : 62806
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2,240714
Graph Density : 0,00160681456693727
Modularity : 0,321659
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4 401 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 Monday, 26 July 2021 at 10:44 UTC.
The tweets in the network were tweeted over the 8-day, 5-hour, 28-minute period from Sunday, 18 July 2021 at 05:00 UTC to Monday, 26 July 2021 at 10:28 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:
[1290] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [683] https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20Ethiopia%20Humanitarian%20Situation%20Report%20No.%201%20(Tigray%20Crisis)%20-%201-14%20January%202021.pdf [130] https://www.globalpartnership.org/financing-2025/summit [90] https://raiseyourhand.globalpartnership.org:443/ [59] 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/ [38] https://www.one.org/africa/press/open-letter-to-african-leaders/ [37] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [35] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [34] 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://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g Top URLs in Tweet in G1:
[116] https://www.globalpartnership.org/financing-2025/summit [83] https://raiseyourhand.globalpartnership.org:443/ [37] https://www.one.org/africa/press/open-letter-to-african-leaders/ [37] https://us02web.zoom.us/webinar/register/WN_On_5k1rXR2a6aXyl3vWaCQ [32] https://www.ukfiet.org/news-and-events/ [32] 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 [31] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [25] https://www.eventbrite.com/e/gender-responsive-and-disability-inclusive-education-for-all-tickets-161786500779#listing-organizer [24] https://www.globalpartnership.org/results/stories-of-change/vanuatu-tackling-impact-natural-disasters-building-resilient-education?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=results_stories [24] https://zoom.us/webinar/register/WN_SgcUw_dRR0aOskOXIKIjYg Top URLs in Tweet in G2:
[1290] https://www.hrw.org/news/2021/05/28/ethiopia-tigray-schools-occupied-looted [682] https://reliefweb.int/sites/reliefweb.int/files/resources/UNICEF%20Ethiopia%20Humanitarian%20Situation%20Report%20No.%201%20(Tigray%20Crisis)%20-%201-14%20January%202021.pdf [19] https://us02web.zoom.us/webinar/register/WN_hd_eubW9R9m2vk73tOgqpQ [6] https://www.globalpartnership.org/financing-2025/summit [4] https://gpe2021.world-television.com/home/english [3] https://twitter.com/GPforEducation/status/1418638291004379137 [3] https://us02web.zoom.us/webinar/register/WN_H6H7tBwKSsu0l3PjZdK47g [3] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D-yAbiSX8nrg&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [2] 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 [2] https://twitter.com/feben88357883/status/1417595366552178688 Top URLs in Tweet in G3:
[56] 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/ [13] https://www.the-star.co.ke/news/2021-07-26-uhuru-arrives-in-london-on-tuesday-for-three-day-official-visit/ [8] https://www.globalpartnership.org/financing-2025/summit [8] https://dignitasproject.org/join-dignitas-global-education-summit/ [6] https://reliafrica.org/join-reli-kenya-for-a-session-at-the-global-education-summit/ [6] https://twitter.com/DeborahKimathi/status/1418483424340455432 [3] https://www.the-star.co.ke/news/2021-07-21-why-the-gpe-summit-is-about-much-more-than-donor-money/ [2] https://twitter.com/ReliAfrica/status/1418492868898000899 [2] https://twitter.com/ZiziAfrique/status/1419525125020557314 [2] https://swalanyeti.co.ke/education-career/1668/uhuru-set-to-attend-crucial-global-education-summit-in-uk Top URLs in Tweet in G4:
[11] 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 [6] https://raiseyourhand.globalpartnership.org:443/ [4] https://us06web.zoom.us/webinar/register/WN_5kb7okPlSHarBcA_08L5Qg [2] https://twitter.com/fcdogovuk/status/1417812003528314881 [1] https://gleanersl.com/president-bio-departs-for-global-education-summit-in-london/ [1] https://consent.youtube.com/m?continue=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dk9Hr9J7pCpg&gl=PT&m=0&pc=yt&uxe=23983172&hl=pt-PT&src=1 [1] https://www.globalpartnership.org/fr/results/stories-of-change?utm_source=gpe_social_fr&utm_medium=twitter_fr&utm_campaign=GPE_Results_FR [1] https://www.globalpartnership.org/results/stories-of-change/guyana-closing-learning-gap-most-vulnerable-students?utm_source=gpe_social_en&utm_medium=twitter_en&utm_campaign=results_stories [1] https://www.youtube.com/watch?v=k7A2hUyQXlY&feature=youtu.be Top URLs in Tweet in G5:
[3] https://ec.europa.eu/international-partnerships/news/eu-increases-its-commitment-gpe-pledge-eu700-million-2021-2021_en [2] https://malala.org/newsroom/archive/stop-the-setback-addressing-the-girls-education-financing-gap-after-covid-19 [2] https://www3.nhk.or.jp/nhkworld/en/news/20210429_06/ [2] https://www.change.org/p/shut-down-the-yulin-dog-meat-festival-in-yulin-guangxi-china [1] https://act.one.org/sign/education-future-2021-int/?utm_source=twitter&source=twitter&utm_medium=social&utm_campaign=education [1] https://twitter.com/ONEintheUK/status/1418514685771538433 [1] https://www.theguardian.com/global-development/2021/jul/23/ghana-anti-gay-bill-proposing-10-year-prison-sentences-sparks-outrage [1] https://twitter.com/PnPCBC/status/1417624108909531139 Top URLs in Tweet in G6:
[1] https://twitter.com/JulieWorley14/status/1418764209677082624?s=20 Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=K4vN0k_iaec&feature=youtu.be [1] https://www.youtube.com/watch?v=fDLaq0BUN1A&feature=youtu.be Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4529] usun,norwaymfa [2916] ecdmeasures,gpforeducation [2914] amalalliance,ecdmeasures [2294] lindat_g,gpforeducation [2293] gpforeducation,senatormenendez [2292] norwaymfa,lindat_g [2289] displaced,children [2288] constant,threats [2288] threats,violence [2288] addressed,children Top Word Pairs in Tweet in G1:
[567] global,education [502] education,summit [312] #ges2021,gpforeducation [263] gpforeducation,#raiseyourhand [242] uk,kenya [214] kenya,co [206] hosting,global [204] co,hosting [203] 28,29 [188] quality,education Top Word Pairs in Tweet in G2:
[4520] usun,norwaymfa [2911] ecdmeasures,gpforeducation [2909] amalalliance,ecdmeasures [2289] lindat_g,gpforeducation [2288] gpforeducation,senatormenendez [2287] norwaymfa,lindat_g [2283] constant,threats [2283] threats,violence [2283] addressed,children [2283] children,cared Top Word Pairs in Tweet in G3:
[389] 60,113 [321] raised,gpforeducation [296] co,host [293] #learningforall,#fundeducation [234] ensure,5billion [234] 5billion,raised [221] host,#ges2021 [183] 113,supporters [182] borisjohnson,co [172] 113,activists Top Word Pairs in Tweet in G4:
[76] reekadobanks,nomcebozikode [76] nomcebozikode,lcgctweets [73] lcgctweets,dsengeh [70] dsengeh,pheelzonthebeat [52] youssoundoursn,reekadobanks [49] stop,child [49] school,learn [48] child,school [48] learn,raise [48] raise,voices Top Word Pairs in Tweet in G5:
[28] alicealbright,malala [28] malala,malalafund [28] malalafund,juliagillard [28] juliagillard,unyouthenvoy [28] unyouthenvoy,oneineu [28] oneineu,planeu [28] planeu,eu_partnerships [28] eu_partnerships,vonderleyen [25] juttaurpilainen,gpforeducation [25] gpforeducation,eu_commission Top Word Pairs in Tweet in G7:
[4] thinkzoneindia,amar4odisha [4] amar4odisha,cmo_odisha [4] cmo_odisha,startup_odisha [4] startup_odisha,moschoolodisha [4] moschoolodisha,meghshala [4] meghshala,smeodisha [4] smeodisha,unicefindia [4] unicefindia,gpforeducation [4] gpforeducation,worldreaders [4] worldreaders,sesameworkshop Top Word Pairs in Tweet in G8:
[2] oecd,worldbank [2] worldbank,femtech [2] femtech,peterquest7 [2] peterquest7,ncbabankkenya [2] ncbabankkenya,gpforeducation [2] gpforeducation,stanbicke [2] stanbicke,unicefeducation [2] unicefeducation,eacckenya [2] eacckenya,nassemblyke [2] nassemblyke,kanaizalynn Top Word Pairs in Tweet in G9:
[4] williemobiano,anambra [4] anambra,people [4] people,terrible [4] terrible,nature [4] nature,okpoko [4] okpoko,primary [4] primary,school [4] school,anambra [4] anambra,state [4] state,kids Top Replied-To in Entire Graph:
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