The graph represents a network of 419 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, 25 October 2021 at 03:02 UTC.
The requested start date was Monday, 25 October 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, 3-hour, 32-minute period from Monday, 11 October 2021 at 06:02 UTC to Sunday, 24 October 2021 at 09:35 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 : 419
Unique Edges : 350
Edges With Duplicates : 577
Total Edges : 927
Number of Edge Types : 5
Retweet : 220
MentionsInRetweet : 370
Mentions : 220
Tweet : 104
Replies to : 13
Self-Loops : 106
Reciprocated Vertex Pair Ratio : 0.0708661417322835
Reciprocated Edge Ratio : 0.132352941176471
Connected Components : 73
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 131
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.20839
Graph Density : 0.00310605108997271
Modularity : 0.541442
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 419 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, 25 October 2021 at 03:02 UTC.
The requested start date was Monday, 25 October 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, 3-hour, 32-minute period from Monday, 11 October 2021 at 06:02 UTC to Sunday, 24 October 2021 at 09:35 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:
[22] local,government [21] government,revenue [21] revenue,initiative [20] tax,committee [18] initiative,seeking [18] committee,discusses [16] digital,rights [16] call,#expression [16] #expression,#interest [16] #interest,#researchers Top Word Pairs in Tweet in G1:
[19] tax,committee [17] local,government [17] government,revenue [17] revenue,initiative [17] committee,discusses [14] working,paper [14] call,#expression [14] #expression,#interest [14] #interest,#researchers [14] #researchers,wanted Top Word Pairs in Tweet in G2:
[16] digital,rights [12] african,digital [10] rights,network [10] network,collaboration [10] collaboration,ids_uk [10] ids_uk,produced [10] produced,comparative [10] comparative,analysis [10] analysis,privacy [10] privacy,rights Top Word Pairs in Tweet in G3:
[6] #blockchain,smart [6] smart,#sustainable [6] #sustainable,cities [6] cities,#womenintech [6] #womenintech,#sdgs [6] #sdgs,#smartcities [6] #smartcities,#govtech [6] #govtech,#cybersecurity [5] join,sidwashington [5] sidwashington,usaid Top Word Pairs in Tweet in G4:
[10] #globaldev,links [10] links,feat [7] aidnography,#globaldev [7] many,more [6] feat,ruth_staylor [6] ruth_staylor,faineg [6] faineg,yashjournals [6] yashjournals,giuliowolfe [6] giuliowolfe,many [3] designers,power Top Word Pairs in Tweet in G5:
[9] #universityofmanchester,#ict4d [2] سـي,ـفـى [2] gt,gt [2] wind,turbines [2] digital,governance [2] ict4d,sed [2] #ict4d,#learning Top Word Pairs in Tweet in G6:
[5] last,call [5] call,tique's [5] tique's,omc [5] omc,event [5] event,avellino [5] avellino,held [5] held,online [5] online,english [5] english,tomorrow [5] tomorrow,miss Top Word Pairs in Tweet in G7:
[14] part,#digital [14] #digital,#transformation [14] #transformation,join [14] join,discussion [14] discussion,digitalagrihub [14] digitalagrihub,d4ag_ [14] d4ag_,tracks [13] iapad,part Top Word Pairs in Tweet in G8:
[7] great,interaction [7] interaction,addition [7] addition,demand [7] demand,govuganda [7] govuganda,thru' [7] thru',moict_ug [7] moict_ug,initiate [7] initiate,review [7] review,existing [7] existing,legal Top Word Pairs in Tweet in G9:
[5] infotechdev,role [5] role,ict [5] ict,effect [5] effect,national [5] national,culture [5] culture,economic [5] economic,growth [5] growth,jayaprakash [5] jayaprakash,pillai [5] pillai,online Top Word Pairs in Tweet in G10:
[2] evènement,fiscalité [2] fiscalité,internationale [2] internationale,selon [2] selon,grand [2] grand,sud [2] sud,13 [2] 13,oct [2] oct,1600 [2] 1600,1730 [2] 1730,gmt Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: