The graph represents a network of 1,412 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 May 2021 at 03:04 UTC.
The requested start date was Monday, 31 May 2021 at 00:01 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, 6-hour, 59-minute period from Monday, 17 May 2021 at 03:01 UTC to Sunday, 30 May 2021 at 10:00 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 : 1412
Unique Edges : 898
Edges With Duplicates : 3932
Total Edges : 4830
Number of Edge Types : 5
Retweet : 1695
MentionsInRetweet : 2190
Tweet : 312
Mentions : 608
Replies to : 25
Self-Loops : 319
Reciprocated Vertex Pair Ratio : 0.0633977216443784
Reciprocated Edge Ratio : 0.119236143455985
Connected Components : 105
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 774
Maximum Edges in a Connected Component : 2870
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.71488
Graph Density : 0.00107763163970664
Modularity : 0.380042
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,412 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 May 2021 at 03:04 UTC.
The requested start date was Monday, 31 May 2021 at 00:01 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, 6-hour, 59-minute period from Monday, 17 May 2021 at 03:01 UTC to Sunday, 30 May 2021 at 10:00 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:
[295] health,research [222] clinical,trials [196] trials,day [195] international,clinical [152] clinical,research [130] covid,pandemic [114] help,find [113] find,better [113] better,care [113] care,treatments Top Word Pairs in Tweet in G1:
[116] health,research [64] help,find [64] find,better [64] better,care [64] care,treatments [64] treatments,#bepartofresearch [64] #bepartofresearch,study [62] power,change [62] change,lives [62] lives,help Top Word Pairs in Tweet in G2:
[109] health,research [64] nihrtakepart,research [62] clinical,research [59] covid,pandemic [58] whether,health [58] health,condition [55] take,part [46] part,research [43] improve,healthcare [43] healthcare,uk Top Word Pairs in Tweet in G3:
[49] resilient,ict4d [38] conference,resilient [35] ifip_94,conference [24] virtual,conference [18] ifip_94,virtual [18] feminist,queer [17] 26,28 [16] anita,gurumurthy [16] looking,forward [15] special,issue Top Word Pairs in Tweet in G4:
[15] corporate,tax [12] great,ictdtax [12] ictdtax,blog [12] blog,prof [12] prof,solpicciotto [12] solpicciotto,summarising [12] summarising,politics [12] politics,potential [12] potential,proposed [12] proposed,corporate Top Word Pairs in Tweet in G5:
[6] #ict4d,wayan_vota [6] ict4d,conference [6] difference,between [6] between,#digitaldevelopment [6] #digitaldevelopment,podcasts [6] podcasts,anyways [5] #partners,use [5] use,#usaiddigitalstrategy [5] #usaiddigitalstrategy,tap [5] tap,two Top Word Pairs in Tweet in G6:
[27] taken,part [21] people,taken [20] #ictd,year [20] clinical,trials [19] greater,manchester [19] trials,day [18] better,time [18] time,celebrate [18] celebrate,#ictd [18] year,thousands Top Word Pairs in Tweet in G7:
[17] #globaldev,links [11] aidnography,#globaldev [10] links,406 [10] 406,feat [8] many,more [7] links,407 [7] 407,feat [5] feat,janeenmadan [5] janeenmadan,lynzybilling [5] lynzybilling,berilocakli Top Word Pairs in Tweet in G8:
[14] health,research [9] find,more [8] taking,part [8] importance,impact [8] impact,health [8] #ictd,thursday [8] one,week [8] week,left [8] left,before [8] before,ictd Top Word Pairs in Tweet in G9:
[14] clinical,trials [7] trials,day [7] international,clinical [4] part,next [4] next,health [4] health,breakthrough [4] breakthrough,#bepartofresearch [3] people,helped [3] helped,turn [3] turn,tide Top Word Pairs in Tweet in G10:
[8] taken,part [7] happy,#ictd [7] fantastic,celebrate [7] celebrate,#internationalclinicaltrialsday [7] #internationalclinicaltrialsday,sum [7] sum,here's [7] here's,clinical [7] clinical,nurse [7] nurse,specialist [7] specialist,rachel Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G8:
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: