The graph represents a network of 510 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, 01 November 2021 at 03:02 UTC.
The requested start date was Monday, 01 November 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, 1-hour, 27-minute period from Monday, 18 October 2021 at 08:10 UTC to Sunday, 31 October 2021 at 09:37 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 : 510
Unique Edges : 452
Edges With Duplicates : 752
Total Edges : 1204
Number of Edge Types : 5
Retweet : 308
MentionsInRetweet : 512
Mentions : 248
Tweet : 126
Replies to : 10
Self-Loops : 128
Reciprocated Vertex Pair Ratio : 0.0757341576506955
Reciprocated Edge Ratio : 0.140804597701149
Connected Components : 81
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 704
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.928977
Graph Density : 0.00268115104588004
Modularity : 0.524437
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 510 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, 01 November 2021 at 03:02 UTC.
The requested start date was Monday, 01 November 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, 1-hour, 27-minute period from Monday, 18 October 2021 at 08:10 UTC to Sunday, 31 October 2021 at 09:37 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:
[24] #錦鯉,さんの最新ラジオを公開しました [24] さんの最新ラジオを公開しました,今週の [24] 今週の,ジジイ時事 [24] ジジイ時事,は [24] は,あの伝説の漫画について [24] あの伝説の漫画について,まさのりさんの内なるジャーナルが目を覚ます [24] まさのりさんの内なるジャーナルが目を覚ます,メールは [24] メールは,nishikigoi [24] nishikigoi,gera [24] gera,fan Top Word Pairs in Tweet in G1:
[20] tax,committee [18] committee,discusses [10] blog,wake [10] wake,#pandorapapers [10] #pandorapapers,rising [10] rising,#inequality [10] #inequality,revenue [10] revenue,recover [10] recover,#covid19 [10] #covid19,badly Top Word Pairs in Tweet in G2:
[10] #globaldev,links [10] links,feat [9] #privacy,rights [7] phat_controller,wrote [6] aidnography,#globaldev [6] digital,rights [6] wrote,article [6] article,readeroy [6] readeroy,conversation [6] conversation,#privacy Top Word Pairs in Tweet in G3:
[13] #76,東京ポテトパーティー [13] 東京ポテトパーティー,錦鯉 [13] 錦鯉,#人生五十年 [13] #人生五十年,#geraラジオ [6] سـي,ـفـى [5] ن,م [5] م,ش [5] ش,ي [5] ي,の_ [5] ـفـى,の_ Top Word Pairs in Tweet in G4:
[7] know,more [7] more,next [7] next,ifip [7] ifip,conference [7] conference,freedom [7] freedom,social [7] social,inclusion [7] inclusion,connected [7] connected,world [7] world,taking Top Word Pairs in Tweet in G5:
[24] #錦鯉,さんの最新ラジオを公開しました [24] さんの最新ラジオを公開しました,今週の [24] 今週の,ジジイ時事 [24] ジジイ時事,は [24] は,あの伝説の漫画について [24] あの伝説の漫画について,まさのりさんの内なるジャーナルが目を覚ます [24] まさのりさんの内なるジャーナルが目を覚ます,メールは [24] メールは,nishikigoi [24] nishikigoi,gera [24] gera,fan Top Word Pairs in Tweet in G6:
[5] join,sidwashington [5] sidwashington,usaid [5] usaid,nsc [5] nsc,cloudflare [5] cloudflare,devresults [5] devresults,#cybersecurity [5] #cybersecurity,event [5] event,10 [5] 10,26 [5] 26,3pm Top Word Pairs in Tweet in G7:
[8] #ict4d,ict_works [6] artificial,intelligence [5] #ict4d,wayan_vota [4] digital,health [4] don,build [4] build,guide [4] guide,ict4d [4] ict4d,practitioners [4] practitioners,write [4] write,#code Top Word Pairs in Tweet in G8:
[14] smart,city [14] city,index [14] index,2021 [14] 2021,imd [14] imd,sutd [14] sutd,#smartcities [14] #smartcities,#sdgs [14] #sdgs,#data [14] #data,#iot [14] #iot,#ai Top Word Pairs in Tweet in G9:
[15] digital,development [14] interested,studying [14] studying,#phd [14] #phd,#ict4d [14] #ict4d,digital [14] development,join [14] join,school [14] school,online [14] online,phd [14] phd,open Top Word Pairs in Tweet in G10:
[14] part,#digital [14] #digital,#transformation [14] #transformation,join [14] join,discussion [14] discussion,digitalagrihub [14] digitalagrihub,d4ag_ [14] d4ag_,tracks [13] iapad,part [4] interested,studying [4] studying,phd 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 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: