The graph represents a network of 485 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, 31 January 2022 at 04:02 UTC.
The requested start date was Monday, 31 January 2022 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 12-day, 7-hour, 6-minute period from Monday, 17 January 2022 at 03:08 UTC to Saturday, 29 January 2022 at 10:15 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 : 485
Unique Edges : 447
Edges With Duplicates : 873
Total Edges : 1320
Number of Edge Types : 5
Retweet : 348
MentionsInRetweet : 559
Mentions : 287
Tweet : 115
Replies to : 11
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0769230769230769
Reciprocated Edge Ratio : 0.142857142857143
Connected Components : 60
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 276
Maximum Edges in a Connected Component : 945
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 4.302291
Graph Density : 0.00310130356990713
Modularity : 0.493613
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 485 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, 31 January 2022 at 04:02 UTC.
The requested start date was Monday, 31 January 2022 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 12-day, 7-hour, 6-minute period from Monday, 17 January 2022 at 03:08 UTC to Saturday, 29 January 2022 at 10:15 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:
[43] special,issue [31] linux,professional [31] professional,institute [31] exam,prices [29] lpiconnect,linux [29] feminist,queer [29] queer,approaches [28] more,140 [28] 140,countries [27] institute,lpi Top Word Pairs in Tweet in G1:
[21] 2nd,#ict4d [17] #ict4d,#partnerships [15] tech,choices [15] discuss,2nd [12] partnerships,conference [11] assess,risks [11] risks,overcome [11] overcome,challenges [11] challenges,collaborative [11] collaborative,#datasharing Top Word Pairs in Tweet in G2:
[41] special,issue [28] feminist,queer [28] queer,approaches [24] issue,feminist [24] approaches,#ict4d [15] social,processes [15] present,call [15] call,papers [14] infotechdev,webinar [14] webinar,alert Top Word Pairs in Tweet in G3:
[13] digital,development [12] artificial,intelligence [9] wayan_vota,ict_works [8] #ict4d,wayan_vota [7] guidance,#ethics [7] #ethics,governance [7] governance,artificial [7] intelligence,health [7] health,#ai4good [7] #ai4good,#ict4d Top Word Pairs in Tweet in G4:
[5] ictdtax,read [5] newly,published [4] miss,policy [4] policy,brief [4] brief,ataftax [4] ataftax,colettenyira [4] colettenyira,justinekneb [4] justinekneb,astihaas [4] astihaas,read [4] read,joint Top Word Pairs in Tweet in G5:
[31] linux,professional [31] professional,institute [31] exam,prices [29] lpiconnect,linux [28] more,140 [28] 140,countries [27] institute,lpi [27] lpi,lowering [27] lowering,exam [27] prices,more Top Word Pairs in Tweet in G6:
[2] information,communication [2] #ict4djapan,#ict4d [2] join,'road [2] 'road,#ictforag2022 [2] #ictforag2022,pre [2] pre,conference [2] conference,discussion' [2] discussion',jan [2] jan,27th [2] 27th,brenda Top Word Pairs in Tweet in G7:
[8] #globaldev,links [6] links,430 [6] 430,feat [6] many,more [5] aidnography,#globaldev [5] feat,charlottealfred [5] charlottealfred,themrise [5] themrise,khanyilite [5] khanyilite,fofackhippolyte [5] fofackhippolyte,junrubian Top Word Pairs in Tweet in G8:
[3] imrankhanpti,zartajgulwazir [2] taught,young [2] young,age [2] won,narrow [2] narrow,#development [2] #development,divide [2] divide,without [2] without,narrowing [2] narrowing,digital [2] digital,divide Top Word Pairs in Tweet in G9:
[2] type,event [2] event,#ict4d [2] #ict4d,community [2] community,warning [2] warning,ages [2] ages,#responsibledata [2] #responsibledata,more [2] more,important [2] sage,#cyber [2] #cyber,#hadr Top Word Pairs in Tweet in G10:
[8] kudos,gozembo [8] gozembo,makerere [8] makerere,shambashapeup [8] shambashapeup,joinviamo [8] joinviamo,#divusaid [8] #divusaid,award [8] award,recipients [8] recipients,yr [8] yr,innovation [8] innovation,usaid Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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 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: