The graph represents a network of 85 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, 14 November 2022 at 04:30 UTC.
The requested start date was Monday, 14 November 2022 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 2-day, 19-hour, 40-minute period from Monday, 31 October 2022 at 13:20 UTC to Thursday, 03 November 2022 at 09:00 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 : 85
Unique Edges : 79
Edges With Duplicates : 160
Total Edges : 239
Number of Edge Types : 5
Tweet : 16
Retweet : 44
MentionsInRetweet : 69
Mentions : 106
Replies to : 4
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.178217821782178
Reciprocated Edge Ratio : 0.302521008403361
Connected Components : 16
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 107
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.082397
Graph Density : 0.0166666666666667
Modularity : 0.405945
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 85 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, 14 November 2022 at 04:30 UTC.
The requested start date was Monday, 14 November 2022 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 2-day, 19-hour, 40-minute period from Monday, 31 October 2022 at 13:20 UTC to Thursday, 03 November 2022 at 09:00 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:
[10] #fddf2022,#frontiertech [9] #digitaldev,#ict4d [9] #ict4d,#ai [8] #nft,#dao [8] #dpgs,#sdgs [8] #dao,#metaverse [8] #sdgs,techchange [8] #metaverse,#dpgs [8] chemonics,dial_community [8] #ai,#nft Top Word Pairs in Tweet in G1:
[7] case,studies [7] #taxpolicyconference,logri [7] gdnint,#taxpolicyconference [7] studies,senegal [7] logri,colleagues [7] presenting,case [7] colleagues,presenting [7] live,gdnint [6] arewamoyo,live [6] senegal,strengthenâ Top Word Pairs in Tweet in G2:
[10] #fddf2022,#frontiertech [9] #digitaldev,#ict4d [9] #ict4d,#ai [8] #dao,#metaverse [8] #ai,#nft [8] #nft,#dao [8] #metaverse,#dpgs [8] #sdgs,techchange [8] techchange,usaid_digital [8] #dpgs,#sdgs Top Word Pairs in Tweet in G3:
[2] basically,entire [2] wrong,platform [2] #globaldev,links [2] links,460 [2] class,focus [2] 460,feat [2] capitalismâ,class [2] newsletter,basically [2] entire,œwhatâ [2] œwhatâ,wrong Top Word Pairs in Tweet in G4:
[7] infoschoolsheff,igsd_shef [4] saraksha,stage [4] œobservant,participantâ [4] saraksha,infoschoolsheff [4] stage,presents [4] presents,being [4] participantâ,reflections [4] being,œobservant [4] igsd_shef,saraksha [3] #ict4d,researchers Top Word Pairs in Tweet in G5:
[6] wayan_vota,ict_works [6] digital,development [6] #ict4d,wayan_vota [5] move,digital [5] development,digital [5] digital,transformation [3] apply,million [3] transformation,ict_works [3] solution,#ict4d [3] ict_works,#ict4d Top Word Pairs in Tweet in G6:
[5] toaster,#designthinking [5] ashamed,designs [5] designs,pretty [5] forever,feel [5] pretty,sexy [5] feel,little [5] little,ashamed [5] sexy,toaster [4] designrealworld,forever [4] #designthinking,#victorpapaâ Top Word Pairs in Tweet in G7:
[2] ictd,digital Top Word Pairs in Tweet in G9:
[3] #fddf2022ke,#ict4d [3] getting,stressed [3] communities,getting [3] nearly,topic [3] stressed,nearly [3] topic,#fddf2022ke [3] #fddf2022,power [3] power,communities [2] omondipeter_gyf,#fddf2022 Top Word Pairs in Tweet in G10:
[3] #solutions,used [3] used,strengthen [3] #community,based [3] missed,side [3] event,within [3] within,#sif2022 [3] side,event [3] based,#software [3] #sif2022,#community [3] #software,#solutions Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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 G5:
Top Mentioned in G6:
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: