The graph represents a network of 491 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, 16 May 2022 at 03:31 UTC.
The requested start date was Monday, 16 May 2022 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 12-day, 20-hour, 41-minute period from Monday, 02 May 2022 at 02:39 UTC to Saturday, 14 May 2022 at 23:21 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 : 491
Unique Edges : 409
Edges With Duplicates : 763
Total Edges : 1172
Number of Edge Types : 5
Retweet : 291
MentionsInRetweet : 428
Replies to : 31
Mentions : 304
Tweet : 118
Self-Loops : 129
Reciprocated Vertex Pair Ratio : 0.0698835274542429
Reciprocated Edge Ratio : 0.130637636080871
Connected Components : 70
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 228
Maximum Edges in a Connected Component : 746
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.413593
Graph Density : 0.00267259653352176
Modularity : 0.501446
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 491 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, 16 May 2022 at 03:31 UTC.
The requested start date was Monday, 16 May 2022 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 12-day, 20-hour, 41-minute period from Monday, 02 May 2022 at 02:39 UTC to Saturday, 14 May 2022 at 23:21 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:
[47] digital,development [19] funded,project [17] usaid,launched [17] launched,2022 [17] implemented,usaid [17] usaid,funded [16] watch,short [16] short,presentation [16] ãƒ,ム[15] 25,27 Top Word Pairs in Tweet in G1:
[15] watch,short [15] short,presentation [15] 25,27 [13] #ict4d,research [12] still,doing [12] doing,#ict4d [10] digital,platforms [10] amazing,work [10] cathyroc,ikwunneari [9] re,reading Top Word Pairs in Tweet in G2:
[23] digital,development [17] usaid,launched [17] launched,2022 [17] implemented,usaid [17] usaid,funded [17] funded,project [14] exciting,news [14] news,usaid [14] 2022,digital [14] development,awards Top Word Pairs in Tweet in G3:
[4] pti,jhanday [4] playing,games [3] jhanday,ka [2] top,python [2] python,instructors [2] instructors,humble [2] humble,opinion [2] opinion,each [2] each,one [2] one,unique Top Word Pairs in Tweet in G4:
[8] crf_cork,sjhcrf [8] sjhcrf,crfghrb [7] online,ictd [6] less,24hours [6] 24hours,ictd [6] ictd,conference [6] conference,register [6] register,click [6] click,crf_cork [5] hrb_ncto,less Top Word Pairs in Tweet in G5:
[9] digital,rights [3] digital,development [3] interested,protect [3] protect,uphold [3] uphold,digital [3] rights,research [3] research,digital [3] rights,framework [3] framework,using [3] using,digital Top Word Pairs in Tweet in G6:
[11] digital,development [8] #gddf2022,begins [8] wonâ,miss [8] miss,moment [8] moment,community [8] community,driven [7] #ict4d,ict_works [7] driven,sessions [7] sessions,conversations [6] begins,wednesday Top Word Pairs in Tweet in G7:
[3] center,#digitalacceleration [3] #digitalacceleration,interviews [3] interviews,benjimeltzer [3] benjimeltzer,aerobotics_intl [3] aerobotics_intl,#drone [3] #drone,technology [3] technology,impact [2] excellent,#gddf2022 [2] #gddf2022,panel [2] panel,dr Top Word Pairs in Tweet in G8:
[5] #globaldev,links [3] links,443 [3] 443,feat [2] links,444 [2] 444,feat [2] feat,froghwazhma [2] froghwazhma,katarinah [2] katarinah,fredharter [2] fredharter,rodmenaf [2] rodmenaf,ncsullivan Top Word Pairs in Tweet in G9:
[5] join,6th [5] 6th,ethiopian [5] ethiopian,tax [5] tax,research [5] research,network [5] network,seminar [5] seminar,invited [5] invited,attend [5] attend,hear [5] hear,speakers Top Word Pairs in Tweet in G10:
[7] 10,minutes [6] pleased,relieved [6] relieved,see [6] see,people [6] people,finally [6] finally,acknowledge [6] acknowledge,environmental [6] environmental,impact [6] impact,reliance [6] reliance,digital Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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 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: