The graph represents a network of 304 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, 15 November 2021 at 04:01 UTC.
The requested start date was Monday, 15 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 11-day, 4-hour, 5-minute period from Monday, 01 November 2021 at 06:00 UTC to Friday, 12 November 2021 at 10:05 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 : 304
Unique Edges : 335
Edges With Duplicates : 489
Total Edges : 824
Number of Edge Types : 5
Retweet : 178
MentionsInRetweet : 354
Mentions : 193
Tweet : 91
Replies to : 8
Self-Loops : 94
Reciprocated Vertex Pair Ratio : 0.118604651162791
Reciprocated Edge Ratio : 0.212058212058212
Connected Components : 50
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 117
Maximum Edges in a Connected Component : 354
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.525213
Graph Density : 0.0052219037693243
Modularity : 0.502072
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 304 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, 15 November 2021 at 04:01 UTC.
The requested start date was Monday, 15 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 11-day, 4-hour, 5-minute period from Monday, 01 November 2021 at 06:00 UTC to Friday, 12 November 2021 at 10:05 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] special,issue [19] isj,special [18] working,paper [17] ictdtax,working [14] launch,webinar [14] webinar,isj [14] digital,platforms [13] #datajustice,#ict4d [12] today,first [12] first,lecture Top Word Pairs in Tweet in G1:
[22] special,issue [19] isj,special [14] digital,platforms [14] launch,webinar [14] webinar,isj [13] #datajustice,#ict4d [12] today,first [12] first,lecture [12] lecture,#datajustice [12] #ict4d,unioslo Top Word Pairs in Tweet in G2:
[17] ictdtax,working [17] working,paper [11] armed,group [11] group,taxation [10] started,regular [10] regular,lengthy [10] lengthy,conversations [10] conversations,armed [10] taxation,culminated [10] culminated,ictdtax Top Word Pairs in Tweet in G3:
[8] #ict4d,ict_works [5] usaid,primer [4] artificial,intelligence [4] primer,#disinformation [4] #disinformation,#misinformation [4] #misinformation,#malinfomation [4] #malinfomation,#ict4d [4] 10,things [4] things,know [4] know,children Top Word Pairs in Tweet in G4:
[7] œìž,ë [7] ë,ˆì [7] ˆì,ì [4] ì,ì [4] ì,œìž [3] œì,œìž [3] í,ì [3] intern,ict4d [3] ict4d,conference [3] #ict4d,#internetfreedom Top Word Pairs in Tweet in G5:
[7] #globaldev,links [4] aidnography,#globaldev [4] links,423 [4] 423,feat [4] feat,steph_beasley [4] steph_beasley,trm_revolution [4] trm_revolution,senoussiii [4] senoussiii,mediadev_fr [4] mediadev_fr,drmarkcarrigan [4] drmarkcarrigan,trumanitarian Top Word Pairs in Tweet in G6:
[7] register,free [7] free,attend [7] attend,2nd [6] tech,choices [6] choices,collaboration [6] collaboration,partnering [6] partnering,locally [6] locally,data [6] data,sharing [6] sharing,partnerships Top Word Pairs in Tweet in G7:
[6] proper,dilluns [6] dilluns,yolandalupianez [6] yolandalupianez,jss_ictd [6] jss_ictd,josu_sallent [6] josu_sallent,comparteixen [6] comparteixen,coneixement [6] coneixement,experiències [6] experiències,congrès [6] congrès,internacional [5] world,hospital Top Word Pairs in Tweet in G8:
[3] applications,open [3] technology,foundations [3] foundations,#digitaldevelopment [3] #digitaldevelopment,#ict4d [2] sept,2022 [2] one,year [2] digital,development [2] cddmanchester,technology [2] 学部時代の卒論書く時からお世話になってる本,information [2] information,communication Top Word Pairs in Tweet in G9:
[6] #ict4djapan,#ict4d [5] 今年も,#国際協力キャリアガイド [5] #国際協力キャリアガイド,に掲載していただきました [5] に掲載していただきました,今回は国際協力サロンの主宰者として [5] 今回は国際協力サロンの主宰者として,狩野さん [5] 狩野さん,yoshi_kanot [5] yoshi_kanot,竹内さん [5] 竹内さん,tomonarit [5] tomonarit,のict4d [5] のict4d,lab Top Word Pairs in Tweet in G10:
[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 [5] worldbank,law Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: