The graph represents a network of 529 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 Tuesday, 29 December 2020 at 03:25 UTC.
The requested start date was Monday, 28 December 2020 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, 16-hour, 52-minute period from Monday, 14 December 2020 at 06:00 UTC to Sunday, 27 December 2020 at 22:52 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 : 529
Unique Edges : 473
Edges With Duplicates : 754
Total Edges : 1227
Number of Edge Types : 5
Tweet : 133
Retweet : 287
MentionsInRetweet : 441
Replies to : 11
Mentions : 355
Self-Loops : 136
Reciprocated Vertex Pair Ratio : 0.0603318250377074
Reciprocated Edge Ratio : 0.113798008534851
Connected Components : 67
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 211
Maximum Edges in a Connected Component : 572
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.910541
Graph Density : 0.00251689866529186
Modularity : 0.54725
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 529 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 Tuesday, 29 December 2020 at 03:25 UTC.
The requested start date was Monday, 28 December 2020 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, 16-hour, 52-minute period from Monday, 14 December 2020 at 06:00 UTC to Sunday, 27 December 2020 at 22:52 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:
[26] covid,19 [25] digital,innovation [25] innovation,accelerator [25] accelerator,programme [25] programme,meet [25] meet,winners [17] partnerships,conference [15] education,marginalised [15] fao,itu_eur [15] itu_eur,digital Top Word Pairs in Tweet in G1:
[11] partnerships,conference [10] local,partnerships [8] draft,agenda [7] initiate,#globaldev [7] #globaldev,collaboration [7] collaboration,strengthen [7] strengthen,local [7] partnerships,share [7] share,learning [7] learning,best Top Word Pairs in Tweet in G2:
[9] #ict4d,wayan_vota [9] wayan_vota,ict_works [6] covid,19 [6] artificial,intelligence [5] year,anudpa [5] anudpa,one [5] one,achievements [5] achievements,proud [5] proud,peer [5] peer,reviewed Top Word Pairs in Tweet in G3:
[7] congrats,martinhearson [7] martinhearson,tovonyrandria [7] tovonyrandria,fantastic [7] fantastic,presentation [7] presentation,think [7] think,two [7] two,results [7] results,caught [7] caught,interest [6] tandonsuranjali,congrats Top Word Pairs in Tweet in G4:
[8] #globaldev,links [5] many,more [3] final,#globaldev [3] links,edition [3] edition,2020 [3] 2020,feat [3] links,388 [3] 388,feat [2] feat,lynseyaddario [2] lynseyaddario,abbyhiggins Top Word Pairs in Tweet in G5:
[7] paper,dr [7] dr,hannahthinyane [7] hannahthinyane,fransassetti [7] fransassetti,explore [7] explore,#technology [7] #technology,support [7] support,businesses [7] businesses,unmasking [6] unumacau,paper [6] unmasking,#labourexploitatio Top Word Pairs in Tweet in G6:
[9] information,communication [7] communication,technologies [7] facebook,group [6] ict4d,tanzania [5] technologies,development [5] development,ict4d [5] group,information [4] ict4d,facebook [3] please,follow [3] follow,link Top Word Pairs in Tweet in G7:
[9] org,involved [9] involved,'s [9] 's,#opensource [9] #opensource,work [9] work,add [9] add,issue [9] issue,#github [9] #github,repo [8] malaskumar,org [7] digital,public Top Word Pairs in Tweet in G8:
[13] omdenaai,#ai [11] #ai,startups [11] startups,know [11] know,startups [11] startups,change [11] change,world [11] world,best [11] best,way [11] way,accelerate [11] accelerate,mission Top Word Pairs in Tweet in G9:
[7] ifip_94,follow [6] follow,track [6] track,#digitalinclusion [6] #digitalinclusion,developing [6] developing,economies [6] economies,#icis2020 [6] #icis2020,important [6] important,talks [6] talks,topics [6] topics,including Top Word Pairs in Tweet in G10:
[2] realsmartafrica,bmz_bund [2] bmz_bund,worldbank [2] worldbank,rwandaict [2] rwandaict,ictafrica1 [2] ictafrica1,moict_ug [2] moict_ug,rwictchamber [2] rwictchamber,ict4d [2] ict4d,africanroundup [2] africanroundup,itu [2] itu,garikainhongo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G7:
Top Replied-To in G10:
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: