The graph represents a network of 400 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, 06 December 2021 at 04:01 UTC.
The requested start date was Monday, 06 December 2021 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 13-day, 5-hour, 17-minute period from Monday, 22 November 2021 at 05:24 UTC to Sunday, 05 December 2021 at 10:42 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 : 400
Unique Edges : 302
Edges With Duplicates : 593
Total Edges : 895
Number of Edge Types : 5
Tweet : 102
Mentions : 218
Retweet : 219
MentionsInRetweet : 344
Replies to : 12
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0576923076923077
Reciprocated Edge Ratio : 0.109090909090909
Connected Components : 61
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 178
Maximum Edges in a Connected Component : 514
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.151065
Graph Density : 0.0031015037593985
Modularity : 0.512854
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 400 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, 06 December 2021 at 04:01 UTC.
The requested start date was Monday, 06 December 2021 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 13-day, 5-hour, 17-minute period from Monday, 22 November 2021 at 05:24 UTC to Sunday, 05 December 2021 at 10:42 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:
[31] ℹ,important [31] important,challenge [31] challenge,confronting [31] confronting,humanity [31] humanity,#climatechange [31] #climatechange,exacerbates [31] exacerbates,existing [31] existing,problems [29] problems,#inequitie [27] danielaovallesm,ℹ Top Word Pairs in Tweet in G1:
[22] help,developing [19] developing,countries [19] countries,negotiate [19] negotiate,fairer [18] tax,treaties [16] fairer,#tax [13] treaties,join [12] #data,help [12] #tax,treaties [11] better,#data Top Word Pairs in Tweet in G2:
[14] freedom,social [14] social,inclusion [14] inclusion,connected [14] connected,world [14] world,lima [12] reminder,upcoming [12] upcoming,deadline [12] deadline,ifip [12] ifip,conference [12] conference,freedom Top Word Pairs in Tweet in G3:
[31] ℹ,important [31] important,challenge [31] challenge,confronting [31] confronting,humanity [31] humanity,#climatechange [31] #climatechange,exacerbates [31] exacerbates,existing [31] existing,problems [29] problems,#inequitie [27] danielaovallesm,ℹ Top Word Pairs in Tweet in G4:
[5] adrnorg,ids_uk [5] ids_uk,abookiee [5] abookiee,chewingstones [5] chewingstones,nanjala1 [5] nanjala1,kathleenndongmo [5] kathleenndongmo,radionerd76 [5] radionerd76,natashamsonza [5] natashamsonza,atnafb [5] atnafb,kissabraham [4] #ict4d,wayan_vota Top Word Pairs in Tweet in G5:
[4] #ejis,#informationsystems [4] #informationsystems,#infosys [3] #universityofmanchester,#ict4d [3] information,communication [3] #ict4d,#ngos [2] international,development [2] technologies,development [2] communication,technology [2] technology,development [2] development,ict4d Top Word Pairs in Tweet in G6:
[4] despite,#covid19 [4] #covid19,#internet [4] #internet,connectivity [4] connectivity,boost [4] boost,world's [4] world's,poorest [4] poorest,left [4] left,far [4] far,behind [3] tune,itu Top Word Pairs in Tweet in G7:
[5] #globaldev,links [3] links,feat [2] aidnography,#globaldev [2] links,426 [2] 426,feat [2] feat,akikomhart [2] akikomhart,guptavineeta [2] guptavineeta,becky_faith [2] becky_faith,fijiapi [2] fijiapi,amuommachot Top Word Pairs in Tweet in G8:
[2] dr,leah [2] leah,david [2] david,komen [2] komen,thank [2] thank,gracing [2] gracing,book [2] book,launch [2] launch,event [2] event,daystaruni [2] daystaruni,dani_madrid Top Word Pairs in Tweet in G9:
[4] registration,open [4] open,2022 [4] 2022,ict4d [4] ict4d,partnerships [4] partnerships,conference [4] conference,register [4] register,enjoy [4] enjoy,thematic [4] thematic,networking [4] networking,discussions Top Word Pairs in Tweet in G10:
[6] really,interested [6] interested,showcase [6] showcase,blog [6] blog,bo_irs [6] bo_irs,creative [6] creative,capture [6] capture,revenue [6] revenue,public [6] public,services [6] services,amid Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: