The graph represents a network of 271 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, 29 August 2022 at 03:30 UTC.
The requested start date was Monday, 29 August 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 13-day, 3-hour, 35-minute period from Monday, 15 August 2022 at 06:57 UTC to Sunday, 28 August 2022 at 10:33 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 : 271
Unique Edges : 250
Edges With Duplicates : 414
Total Edges : 664
Number of Edge Types : 5
Tweet : 81
Retweet : 169
MentionsInRetweet : 286
Mentions : 120
Replies to : 8
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.100303951367781
Reciprocated Edge Ratio : 0.18232044198895
Connected Components : 63
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 99
Maximum Edges in a Connected Component : 342
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.535522
Graph Density : 0.0049473828071614
Modularity : 0.497483
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 271 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, 29 August 2022 at 03:30 UTC.
The requested start date was Monday, 29 August 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 13-day, 3-hour, 35-minute period from Monday, 15 August 2022 at 06:57 UTC to Sunday, 28 August 2022 at 10:33 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:
[28] digital,development [17] social,impact [16] meet,neema [16] neema,iyer [16] iyer,artist [16] artist,technologist [16] technologist,influencing [16] influencing,digital [16] development,sector [16] sector,innovative Top Word Pairs in Tweet in G1:
[3] #ict4djapan,#ict4d [2] family,farmers [2] consultancy,ict [2] ict,specialist [2] specialist,emergency [2] emergency,preparedness [2] preparedness,emerging [2] emerging,technologies [2] technologies,ictd [2] ictd,digital Top Word Pairs in Tweet in G2:
[11] call,abstracts [10] submit,abstract [10] global,tax [8] research,colloquium [8] colloquium,global [8] tax,governance [6] one,week [6] week,left [6] left,submit [6] abstract,fourth Top Word Pairs in Tweet in G3:
[12] digital,development [11] infotechdev,digital [9] development,inequalities [9] inequalities,sustainable [9] #ict4d,track [7] very,happy [7] happy,see [7] see,latest [7] latest,article [7] article,published Top Word Pairs in Tweet in G4:
[15] myths,still [15] still,relevant [13] 10,common [13] relevant,12 [13] 12,years [13] years,later [9] #ict4d,wayan_vota [9] wayan_vota,ict_works [7] common,ict4d [7] ict4d,myths Top Word Pairs in Tweet in G5:
[14] amazing,social [14] social,impact [14] impact,leaders [14] leaders,worth [14] worth,following [14] following,twitter [14] twitter,drshikoh [14] drshikoh,neemaiyer [14] neemaiyer,lacinad [14] lacinad,shereenbhan_gh Top Word Pairs in Tweet in G6:
[13] meet,neema [13] neema,iyer [13] iyer,artist [13] artist,technologist [13] technologist,influencing [13] influencing,digital [13] digital,development [13] development,sector [13] sector,innovative [13] innovative,lens Top Word Pairs in Tweet in G7:
[5] back,scandi [5] scandi,summer [5] summer,break [5] break,#globaldev [5] #globaldev,links [5] links,450 [5] 450,back [5] back,feat [4] feat,taratw [4] taratw,brandaid_world Top Word Pairs in Tweet in G8:
[11] amazing,interactice [11] interactice,map [11] map,underlying [11] underlying,database [11] database,emmalbriant [11] emmalbriant,countries [11] countries,cambridge [11] cambridge,analytica [10] phat_controller,amazing [2] look,arrived Top Word Pairs in Tweet in G9:
[5] saturday,#worldmosquitoday [5] #worldmosquitoday,great [5] great,reminder [5] reminder,watch [5] watch,recordings [5] recordings,#ict4d [5] #ict4d,#malaria [3] available,english [3] #malaria,elimination [2] it4life,recrute Top Word Pairs in Tweet in G10:
[6] happening,today [6] today,come [6] come,join [6] join,free [6] free,aeaweb [6] aeaweb,#eval22 [6] #eval22,town [6] town,hall [6] hall,webinar [6] webinar,one Top Replied-To in Entire Graph:
Top Mentioned in Entire Graph:
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: