The graph represents a network of 361 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, 29 November 2021 at 04:01 UTC.
The requested start date was Monday, 29 November 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, 4-hour, 14-minute period from Monday, 15 November 2021 at 05:31 UTC to Sunday, 28 November 2021 at 09:46 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 : 361
Unique Edges : 319
Edges With Duplicates : 580
Total Edges : 899
Number of Edge Types : 5
Retweet : 220
MentionsInRetweet : 358
Tweet : 107
Mentions : 202
Replies to : 12
Self-Loops : 108
Reciprocated Vertex Pair Ratio : 0.0965665236051502
Reciprocated Edge Ratio : 0.176125244618395
Connected Components : 50
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 206
Maximum Edges in a Connected Component : 617
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.926917
Graph Density : 0.00393197907048323
Modularity : 0.489246
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 361 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, 29 November 2021 at 04:01 UTC.
The requested start date was Monday, 29 November 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, 4-hour, 14-minute period from Monday, 15 November 2021 at 05:31 UTC to Sunday, 28 November 2021 at 09:46 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:
[11] igfmining,worldbank [9] help,developing [9] ictdtax,join [7] tax,treaties [7] join,along [7] along,igfmining [7] worldbank,#webinars [7] #webinars,nov [7] nov,30 [7] 30,dec Top Word Pairs in Tweet in G2:
[9] #ict4d,wayan_vota [6] projects,#ict4d [5] excited,announce [5] announce,nethope [5] nethope,#ict4d [5] #ict4d,working [5] working,group [5] group,encourage [5] encourage,shared [5] shared,learning 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:
[8] #globaldev,links [5] links,424 [5] 424,feat [5] many,more [4] aidnography,#globaldev [3] links,feat [3] feat,lanzilloamanda [3] lanzilloamanda,meowtree [3] meowtree,danaujoks [3] danaujoks,blaneharvey Top Word Pairs in Tweet in G5:
[5] know,#datascience [5] #datascience,used [5] used,identify [5] identify,those [5] those,outperform [5] outperform,addressing [5] addressing,development [5] development,challenges [5] challenges,join [4] #innovation,#ict4d Top Word Pairs in Tweet in G6:
[3] #ict4d,#ngos [2] digital,transformation [2] য,গ [2] free,30 [2] 30,day [2] day,trial [2] trial,#ict4d [2] back,#ict4d [2] rules,rules [2] #ict4d,#changemakers Top Word Pairs in Tweet in G7:
[6] re,overhauling [6] overhauling,openfn [6] openfn,integration [6] integration,engine [6] engine,know [6] know,anyone [6] anyone,typescript [6] typescript,javascript [6] javascript,compilers [5] taylordowns2000,re Top Word Pairs in Tweet in G8:
[12] reminder,upcoming [12] upcoming,deadline [12] deadline,ifip [12] ifip,conference [12] conference,freedom [12] freedom,social [12] social,inclusion [12] inclusion,connected [12] connected,world [12] world,lima Top Word Pairs in Tweet in G9:
[14] mobile,money [13] despite,initially [13] initially,exceeding [13] exceeding,target [13] target,mobile [13] money,tax [13] tax,37 [13] 37,uganda [13] uganda,revenue [13] revenue,authority 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 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 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: