The graph represents a network of 2 316 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, 07 June 2021 at 14:42 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 34-minute period from Sunday, 30 May 2021 at 10:55 UTC to Monday, 07 June 2021 at 14:29 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 : 2316
Unique Edges : 6540
Edges With Duplicates : 2979
Total Edges : 9519
Number of Edge Types : 5
Retweet : 1980
MentionsInRetweet : 4100
Replies to : 488
Mentions : 2907
Tweet : 44
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0,0161987041036717
Reciprocated Edge Ratio : 0,0318809776833156
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 2316
Maximum Edges in a Connected Component : 9519
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2,352849
Graph Density : 0,0014040742025612
Modularity : 0,469351
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2 316 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, 07 June 2021 at 14:42 UTC.
The tweets in the network were tweeted over the 8-day, 3-hour, 34-minute period from Sunday, 30 May 2021 at 10:55 UTC to Monday, 07 June 2021 at 14:29 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:
[1561] girls,education [761] gpforeducation,#raiseyourhand [740] #raiseyourhand,girls [731] covid,19 [676] supporting,gpforeducation [673] ripple,effects [673] join,supporting [672] effects,covid [672] 19,continue [672] continue,threaten Top Word Pairs in Tweet in G1:
[1347] girls,education [698] gpforeducation,#raiseyourhand [691] #raiseyourhand,girls [663] covid,19 [649] ripple,effects [648] effects,covid [648] 19,continue [648] continue,threaten [648] threaten,girls [648] education,globe Top Word Pairs in Tweet in G2:
[192] girls,education [135] better,future [120] young,people [120] #raiseyourhand,#fundeducation [119] chance,better [117] justintrudeau,canadianpm [112] 500m,gpforeducation [102] #raiseyourhand,secure [102] secure,chance [92] time,invest Top Word Pairs in Tweet in G3:
[6] borisjohnson,juliuscourt [6] juliuscourt,janemarriottuk [6] janemarriottuk,josephinegauld [6] josephinegauld,actionaid [6] actionaid,leonardcheshire [6] leonardcheshire,gpforeducation [6] gpforeducation,fcdogec [4] mcgeownjulia,gpforeducation [4] gpforeducation,sendmyfriend [4] sendmyfriend,iddcconsortium Top Word Pairs in Tweet in G4:
[106] unicefethiopia,educannotwait [106] educannotwait,gpforeducation [106] gpforeducation,usaidethiopia [106] usaidethiopia,ukinethiopia [106] ukinethiopia,canadaethiopia [106] canadaethiopia,unicefeducation [106] unicefeducation,eu_echo [106] eu_echo,denmark_addis [106] denmark_addis,adelekhodr [105] mohamedfall,unicefethiopia Top Word Pairs in Tweet in G5:
[24] #equalworld,#dontfailus [17] disabilities,denied [17] denied,right [16] girl,disabilities [16] right,education [13] liesbeth,roolvink [11] sightsavers',liesbeth [11] gpforeducation,#equalworld [9] learning,crisis [9] inclusive,education Top Word Pairs in Tweet in G6:
[8] gpforeducation,funding [8] girls,education [6] conflict,affected [6] affected,children [6] children,improved [6] improved,learning [6] learning,outcomes [6] outcomes,tarl_africa [6] tarl_africa,building [6] building,capacity Top Word Pairs in Tweet in G7:
[7] gpforeducation,mopsezim [6] mopsezim,signatory [6] signatory,safe [6] safe,learn [6] learn,campaign [5] unicefzimbabwe,gpforeducation [5] mopsezim,fawezim [5] landmarken,lcdzim [5] lcdzim,leemadyira [5] leemadyira,globaleducation Top Word Pairs in Tweet in G8:
[20] unicefchief,fabiomsegura [20] fabiomsegura,halilumukhtar [20] halilumukhtar,mohamedsidibay2 [20] mohamedsidibay2,unicef [20] unicef,foundation_jf [18] harness,power [18] power,education [18] education,transform [18] transform,children's [18] children's,lives Top Word Pairs in Tweet in G9:
[25] 18,4m [25] 4m,gpforeducation [25] edtech,solutions [25] 36,states [25] states,fct [25] #covid19,pandemic [25] tech,solution [23] nigeriagov,nigeducation [18] #twitterban,citizens [18] citizens,track Top Word Pairs in Tweet in G10:
[2] cdelondon,cdet_marinenet [2] cdet_marinenet,aws_edu [2] esascience,esa 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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: