The graph represents a network of 249 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, 26 December 2022 at 04:30 UTC.
The requested start date was Monday, 26 December 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, 3-hour, 17-minute period from Monday, 12 December 2022 at 06:53 UTC to Saturday, 24 December 2022 at 10:11 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 : 249
Unique Edges : 235
Edges With Duplicates : 275
Total Edges : 510
Number of Edge Types : 5
Retweet : 114
MentionsInRetweet : 216
Mentions : 119
Tweet : 58
Replies to : 3
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0.0602006688963211
Reciprocated Edge Ratio : 0.113564668769716
Connected Components : 48
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 69
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.795345
Graph Density : 0.00513343697370126
Modularity : 0.596973
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 249 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, 26 December 2022 at 04:30 UTC.
The requested start date was Monday, 26 December 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, 3-hour, 17-minute period from Monday, 12 December 2022 at 06:53 UTC to Saturday, 24 December 2022 at 10:11 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] digital,development [17] tech,ict4d [17] development,please [17] ict4d,digital [17] journalist,covering [17] please,reach [17] covering,tech [17] reach,send [17] message,love [17] send,message Top Word Pairs in Tweet in G1:
[9] research,brief [7] tax,research [7] country,sub [7] enacted,carbon [7] africa,enacted [7] saharan,africa [7] #southafrica,country [7] carbon,tax [7] brief,#southafrica [7] sub,saharan Top Word Pairs in Tweet in G2:
[17] message,love [17] ict4d,digital [17] reach,send [17] please,reach [17] covering,tech [17] journalist,covering [17] digital,development [17] send,message [17] development,please [17] tech,ict4d Top Word Pairs in Tweet in G3:
[6] job,global [6] orgs,follow [6] 10,leading [6] leading,orgs [6] health,10 [6] insights,jhpiego [6] looking,job [6] global,health [6] jobs,insights [6] follow,jobs Top Word Pairs in Tweet in G4:
[4] #globaldev,links [4] many,more [3] links,465 [3] 465,feat [2] vchadw,tom_wein [2] rkluijver,many [2] tom_wein,rkluijver [2] kathart04,vchadw [2] feat,kathart04 Top Word Pairs in Tweet in G5:
[6] wayan_vota,ict_works [6] #ict4d,wayan_vota [4] 2023,#ict4d [2] csis_ppd,cinalawson [2] apply,100 [2] topic,ideas [2] apply,200 [2] suggest,tech [2] tech,salon [2] dis,empowerment Top Word Pairs in Tweet in G6:
[8] digital,tech [4] finalizing,next [4] #malaria,elimination [4] call,speakers [4] tech,#foodcrisis [4] #icymi,learn [4] supporting,#malaria [4] #healthforall,#icymi [4] happy,#uhcday [4] tech,supporting Top Word Pairs in Tweet in G7:
[10] projectes,amb [10] amb,fib_upc [10] laborar,amb [10] fib_upc,upctelecos [10] fme_upc,upcalumni [10] reunió,aucoop_upc [10] preparant,projectes [10] upcalumni,col [10] col,laborar [10] upctelecos,fme_upc Top Word Pairs in Tweet in G8:
[5] valencia,spain [4] digital,core [4] ictd,digital [3] core,valencia [2] accessibility,expert [2] g6,ft [2] ictd,remote [2] ft,#122406 [2] specialist,application [2] part,time Top Word Pairs in Tweet in G9:
[3] researchers,make [3] generations,refugees [3] digitisation,support [3] research,researchers [3] refugees,research [3] support,generations [3] today,#icis2022 [3] make,difference [3] #icis2022,digitisation [2] presentations,#icis2022 Top Word Pairs in Tweet in G10:
[7] sociologie,ict4d [7] phd,sociologie [7] venez,participer [7] relations,coopération [7] participer,#dialogueavec [7] sergelaurens_,phd [7] ict4d,relations [7] phd,sciences [7] #dialogueavec,sergelaurens_ [7] politiques,phd Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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: