The graph represents a network of 398 Twitter users whose tweets in the requested range contained "ICTD OR ICT4D", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 November 2020 at 03:24 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 20-hour, 22-minute period from Monday, 02 November 2020 at 02:32 UTC to Friday, 13 November 2020 at 22:55 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 : 398
Unique Edges : 410
Edges With Duplicates : 490
Total Edges : 900
Number of Edge Types : 5
Mentions : 234
Tweet : 116
Retweet : 178
MentionsInRetweet : 354
Replies to : 18
Self-Loops : 118
Reciprocated Vertex Pair Ratio : 0.0729783037475345
Reciprocated Edge Ratio : 0.136029411764706
Connected Components : 69
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 83
Maximum Edges in a Connected Component : 252
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.242839
Graph Density : 0.00344290723137096
Modularity : 0.559805
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 398 Twitter users whose tweets in the requested range contained "ICTD OR ICT4D", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 November 2020 at 03:24 UTC.
The requested start date was Monday, 16 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 20-hour, 22-minute period from Monday, 02 November 2020 at 02:32 UTC to Friday, 13 November 2020 at 22:55 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 : GraphServerTwitterSearch
Graph Term : ICTD OR ICT4D
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:
[18] #ict4djapan,#ict4d [17] seeking,#ict4d [16] ãƒ,ム[14] #globaldev,links [12] young,#ictd [12] #ictd,fellow [11] many,more [11] help,shape [11] shape,future [11] future,#digitalprinciples Top Word Pairs in Tweet in G1:
[8] ignore,pacify [8] pacify,co [8] co,opt [8] opt,attack [8] attack,brugger_eth [8] brugger_eth,describes [8] describes,strategies [8] strategies,expect [8] expect,defenders [8] defenders,status Top Word Pairs in Tweet in G2:
[5] #ict4d2020,#podcast [4] #gdhf2020,sponsored [4] sponsored,palladiumimpact [4] palladiumimpact,psiimpact [4] psiimpact,worldbank [4] worldbank,daiglobal [4] daiglobal,merckformothers [4] merckformothers,jsihealth [4] jsihealth,abtassociates [4] digital,health Top Word Pairs in Tweet in G3:
[14] #globaldev,links [10] many,more [9] aidnography,#globaldev [7] links,383 [7] 383,feat [7] links,382 [7] 382,feat [5] feat,medwardsjo [5] medwardsjo,tammamo [5] tammamo,k_colonialism Top Word Pairs in Tweet in G4:
[3] #harshshilpa,#ictd [2] online,education [2] #edtech,#ict4d [2] covid,19 [2] community,networks [2] #cwmamit,#amitstalkshow [2] #amitstalkshow,#harshshilpa [2] codeclass,mpesa [2] mpesa,java [2] java,sdk Top Word Pairs in Tweet in G5:
[11] young,#ictd [11] #ictd,fellow [9] research,unumacau [8] unumacau,meet [8] meet,young [8] fellow,dr [6] boao,forum [6] forum,asia [6] asia,istif [6] istif,today Top Word Pairs in Tweet in G6:
[6] #ict4d,#feedly [5] tips,greater [5] greater,inclusivity [5] inclusivity,human [5] human,centered [5] centered,design [5] design,activities [5] 29,#ict4d [5] #ict4d,jobs [5] jobs,unicef Top Word Pairs in Tweet in G7:
[16] seeking,#ict4d [10] help,shape [10] shape,future [10] future,#digitalprinciples [10] #digitalprinciples,seeking [10] #ict4d,#digitaldevelopment [10] #digitaldevelopment,experts [10] experts,2nd [9] digiprinciples,help [9] 2nd,#dig Top Word Pairs in Tweet in G8:
[6] thrilled,announce [6] announce,amazing [6] amazing,editor [6] editor,chief [6] chief,sajdaq [6] sajdaq,received [6] received,innovation [6] innovation,development [6] development,engagement [5] infotechdev,thrilled Top Word Pairs in Tweet in G9:
[5] interested,latest [5] latest,research [5] research,academic [5] academic,literature [5] literature,#digitaltransformation [5] #digitaltransformation,#digitisation [5] #digitisation,#innovationstrategy [4] ana,gerente [4] donohoepaul,interested [4] #innovationstrategy,#bestpraâ Top Word Pairs in Tweet in G10:
[17] #ict4djapan,#ict4d [6] ãƒ,ム[5] jicaがアイデア募集中,アフリカに躍進を [5] アフリカに躍進を,ひと [5] ひと,技術 [5] 技術,イノベーションで [5] イノベーションで,タンザニアとモザンビークのテーマも追記しました [5] タンザニアとモザンビークのテーマも追記しました,締切はセネガル [5] 締切はセネガル,11 [5] 11,22 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: