The graph represents a network of 411 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, 08 November 2021 at 03:02 UTC.
The requested start date was Monday, 08 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, 0-hour, 24-minute period from Monday, 25 October 2021 at 06:22 UTC to Sunday, 07 November 2021 at 06:47 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 : 411
Unique Edges : 359
Edges With Duplicates : 587
Total Edges : 946
Number of Edge Types : 5
Retweet : 238
MentionsInRetweet : 369
Tweet : 116
Mentions : 214
Replies to : 9
Self-Loops : 117
Reciprocated Vertex Pair Ratio : 0.0925925925925926
Reciprocated Edge Ratio : 0.169491525423729
Connected Components : 75
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 109
Maximum Edges in a Connected Component : 256
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.680055
Graph Density : 0.00315114829980417
Modularity : 0.520756
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 411 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, 08 November 2021 at 03:02 UTC.
The requested start date was Monday, 08 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, 0-hour, 24-minute period from Monday, 25 October 2021 at 06:22 UTC to Sunday, 07 November 2021 at 06:47 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:
[11] blog,wake [11] wake,#pandorapapers [11] #pandorapapers,rising [11] rising,#inequality [11] #inequality,revenue [11] revenue,recover [11] recover,#covid19 [11] #covid19,badly [11] badly,needed [10] ictdtax,blog Top Word Pairs in Tweet in G2:
[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 [12] ù,ù [7] œìž,ë [7] ë,ˆì [7] ˆì,ì [4] ì,ì [4] ì,œìž Top Word Pairs in Tweet in G3:
[10] #ict4d,ict_works [5] artificial,intelligence [3] digital,development [3] development,solution [3] solution,best [3] best,humanitarian [3] humanitarian,project [3] project,#ict4d [3] challenges,today [3] today,larger Top Word Pairs in Tweet in G4:
[13] #datajustice,#ict4d [12] today,first [12] first,lecture [12] lecture,#datajustice [12] #ict4d,unioslo [12] unioslo,love [12] love,lecture [12] lecture,biblio [12] biblio,deeply [12] deeply,shaped Top Word Pairs in Tweet in G5:
[11] #globaldev,links [11] links,feat [6] aidnography,#globaldev [6] many,more [4] feat,phat_controller [4] phat_controller,_seanjacobs [4] _seanjacobs,pass_blue [4] pass_blue,suzannehfranks [4] suzannehfranks,archive [2] feat,pollywilkins Top Word Pairs in Tweet in G6:
[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 G7:
[18] smart,city [18] city,index [18] index,2021 [18] 2021,imd [18] imd,sutd [18] sutd,#smartcities [18] #smartcities,#sdgs [18] #sdgs,#data [18] #data,#iot [18] #iot,#ai Top Word Pairs in Tweet in G8:
[8] law,justice [5] join,center [5] center,#digitalacceleration [5] #digitalacceleration,#ict4d [5] #ict4d,team [5] team,experts [5] experts,nov [5] nov,10 [5] 10,during [5] during,worldbank Top Word Pairs in Tweet in G9:
[19] interested,studying [19] online,phd [19] phd,open [19] open,day [15] digital,development [15] nov,4th [14] studying,#phd [14] #phd,#ict4d [14] #ict4d,digital [14] development,join Top Word Pairs in Tweet in G10:
[4] proper,dilluns [4] dilluns,yolandalupianez [4] yolandalupianez,jss_ictd [4] jss_ictd,josu_sallent [4] josu_sallent,comparteixen [4] comparteixen,coneixement [4] coneixement,experiències [4] experiències,congrès [4] congrès,internacional [3] ticsalut,proper Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
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:
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Top Tweeters in G9:
Top Tweeters in G10: