The graph represents a network of 801 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, 13 December 2021 at 11:41 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 15-minute period from Saturday, 04 December 2021 at 18:41 UTC to Monday, 13 December 2021 at 10:57 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 : 801
Unique Edges : 2195
Edges With Duplicates : 1168
Total Edges : 3363
Number of Edge Types : 5
Retweet : 527
MentionsInRetweet : 1551
Replies to : 133
Mentions : 1094
Tweet : 58
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0,0276
Reciprocated Edge Ratio : 0,0537173997664461
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 796
Maximum Edges in a Connected Component : 3358
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,688992
Graph Density : 0,00400905118601748
Modularity : 0,476885
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 801 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, 13 December 2021 at 11:41 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 15-minute period from Saturday, 04 December 2021 at 18:41 UTC to Monday, 13 December 2021 at 10:57 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 Domains
Top Word Pairs in Tweet in Entire Graph:
[95] gpforeducation,board [94] chaired,gpforeducation [93] board,meeting [92] honored,chaired [92] meeting,week [92] week,susanliautaud [92] susanliautaud,continue [92] continue,progress [92] progress,#transformingeducation [39] gpforeducation,kfw_int Top Word Pairs in Tweet in G1:
[31] les,enfants [27] gpechair,jmkikwete [26] sierra,leone [26] rewired2021,expo2020dubai [25] rewired2021,#rewiredsummit [23] pays,partenaires [19] une,éducation [19] éducation,de [19] de,qualité [18] du,gpe Top Word Pairs in Tweet in G2:
[85] board,meeting [84] honored,chaired [84] chaired,gpforeducation [84] gpforeducation,board [84] meeting,week [84] week,susanliautaud [84] susanliautaud,continue [84] continue,progress [84] progress,#transformingeducation [27] gpforeducation,susanliautaud Top Word Pairs in Tweet in G3:
[21] school,closures [15] au_cieffa,gpforeducation [13] wbg_education,gpforeducation [12] unesco,wbg_education [12] unesco,au_cieffa [12] unesco,reports [12] reports,gendered [12] gendered,impacts [12] covid,19 [12] 19,school Top Word Pairs in Tweet in G4:
[39] gpforeducation,kfw_int [35] kfw_int,ukinzimbabwe [25] 75,reasons [25] reasons,celebrate [25] celebrate,fight [25] fight,#childrights [25] #childrights,road [25] road,trudged [25] trudged,hands [25] hands,#unicef75 Top Word Pairs in Tweet in G5:
[9] #homelearning,program [6] gpforeducation,#girlsfirstfund [6] #girlsfirstfund,echidnagiving [6] educ_sportsug,sauti116 [6] sauti116,girlsnotbrides [6] girlsnotbrides,gpforeducation [5] echidnagiving,ungei [5] ungei,gpchildmarriage [5] gpchildmarriage,hprw_uganda [4] raisingteensug1,vowforgirls Top Word Pairs in Tweet in G6:
[5] gptoendviolence,gpforeducation [4] drbiden,unicefusa [3] #hr3836,ban [3] public,schools [3] a_young210,kycommishglass [3] kycommishglass,ltgovcoleman [3] ltgovcoleman,gymobrad [3] gymobrad,ap [3] ap,nortonchildrens [3] nortonchildrens,kyyouth Top Word Pairs in Tweet in G7:
[3] gpforeducation,wbg_education [3] colinallenam,ritntid [3] ritntid,nipponzaidan [3] nipponzaidan,wfdeaf_org [3] wfdeaf_org,ida_crpd_forum [3] ida_crpd_forum,usaideducation [3] usaideducation,readinggcd [3] readinggcd,gpforeducation [3] gpforeducation,gds_disability [3] gds_disability,ur_warnerschool Top Word Pairs in Tweet in G8:
[3] gemreport,eduministrypk [3] eduministrypk,kpesed [3] kpesed,gpforeducation [3] gpforeducation,wbg_education [3] wbg_education,unesco [3] unesco,education2030un [3] educationweek,shafqat_mahmood [3] edutopia,imrankhanpti [3] imrankhanpti,#education [2] education2030un,educationweek Top Word Pairs in Tweet in G9:
[5] gpforeducation,ceo [5] ceo,alicealbright [5] alicealbright,calls [5] calls,collaboration [5] collaboration,governments [5] governments,industry [5] industry,development [5] development,finance [5] finance,institutions [5] institutions,donors Top Word Pairs in Tweet in G10:
[5] programme,apprendre [5] apprendre,la [5] la,maison [5] maison,pour [5] pour,assurer [5] assurer,la [5] la,continuité [5] continuité,des [5] des,apprentissages [5] apprentissages,#stem Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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Top Tweeters in G9:
Top Tweeters in G10: