The graph represents a network of 320 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, 07 March 2022 at 04:01 UTC.
The requested start date was Monday, 07 March 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 11-day, 5-hour, 17-minute period from Monday, 21 February 2022 at 04:34 UTC to Friday, 04 March 2022 at 09:52 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 : 320
Unique Edges : 231
Edges With Duplicates : 495
Total Edges : 726
Number of Edge Types : 5
Mentions : 166
Retweet : 193
MentionsInRetweet : 283
Tweet : 77
Replies to : 7
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0.0674157303370786
Reciprocated Edge Ratio : 0.126315789473684
Connected Components : 54
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 112
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.636486
Graph Density : 0.00372257053291536
Modularity : 0.498708
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 320 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, 07 March 2022 at 04:01 UTC.
The requested start date was Monday, 07 March 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 11-day, 5-hour, 17-minute period from Monday, 21 February 2022 at 04:34 UTC to Friday, 04 March 2022 at 09:52 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:
[19] #ict4d,#digitaltransformation [14] #designthinking,#victorpapanek [12] #ict4d,#ict4e [12] meet,winners [12] winners,innovation [12] innovation,challenge [12] challenge,ghana [12] ghana,#financialinclusion [12] #financialinclusion,jiditrust [12] jiditrust,bethniel Top Word Pairs in Tweet in G1:
[14] #designthinking,#victorpapanek [12] #victorpapanek,#uxdesign [12] #uxdesign,#ict4d [12] #ict4d,#productdesign [10] panel,proposals [9] reminder,deadline [9] deadline,infotechdev [9] infotechdev,special [9] special,issue [9] issue,understanding Top Word Pairs in Tweet in G2:
[12] #ict4d,#ict4e [8] computer,labs [7] class,putting [7] putting,computer [7] labs,right [7] right,ogwalofficial [7] ogwalofficial,mrogers4christ [6] steveug,class [6] mrogers4christ,#restlessteach [5] #ict4e,#ict4d Top Word Pairs in Tweet in G3:
[7] overcome,challenges [7] data,ai [7] ai,products [7] special,event [7] event,case [7] case,studies [7] studies,soscj [5] omdenaai,overcome [4] soscj,hotosm [4] challenges,implementation Top Word Pairs in Tweet in G4:
[9] financial,services [6] digital,financial [6] remarkably,state [6] before,taking [6] taking,control [5] control,afghanistan [5] afghanistan,taliban [5] taliban,already [5] already,developed [5] developed,remarkably Top Word Pairs in Tweet in G5:
[7] #globaldev,links [7] many,more [6] links,436 [6] 436,feat [4] aidnography,#globaldev [4] feat,devorahwest [4] devorahwest,elayzabeth [4] elayzabeth,francesleach_ [4] francesleach_,_andrew_green [4] _andrew_green,kaamilahmed Top Word Pairs in Tweet in G6:
[5] #digitaldai,launching [5] launching,series [5] series,during [5] during,#blackhistorymonth [5] #blackhistorymonth,called [5] called,shaping [5] shaping,history [5] history,innovative [5] innovative,leaders [5] leaders,driving Top Word Pairs in Tweet in G7:
[4] development,practitioners [4] information,communication [4] communication,technologies [3] development,ict4d [3] facebook,group [3] fixed,term [2] webmo,software [2] software,developed [2] developed,#monitoring [2] #monitoring,#evaluation Top Word Pairs in Tweet in G8:
[7] #ict4d,ict_works [6] #ict4d,wayan_vota [5] apply,#ict4d [5] #ict4d,dream [5] dream,job [5] job,tree [5] tree,geopoll [5] geopoll,datakind [5] datakind,path [5] path,dimagi Top Word Pairs in Tweet in G9:
[12] meet,winners [12] winners,innovation [12] innovation,challenge [12] challenge,ghana [12] ghana,#financialinclusion [12] #financialinclusion,jiditrust [12] jiditrust,bethniel [12] bethniel,finance [12] finance,tuusor [11] innovation_fcty,meet Top Word Pairs in Tweet in G10:
[8] renforcement,capacités [8] capacités,plaidoyer [6] national,renforcement [6] plaidoyer,faveur [6] faveur,application [6] application,effective [4] résumé,atelier [4] atelier,national [3] effective,directives [3] crescontact,résumé Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 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: