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, 03 August 2020 at 02:22 UTC.
The requested start date was Monday, 03 August 2020 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, 16-hour, 47-minute period from Monday, 20 July 2020 at 01:21 UTC to Saturday, 01 August 2020 at 18:09 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 : 365
Edges With Duplicates : 787
Total Edges : 1152
Number of Edge Types : 5
MentionsInRetweet : 423
Mentions : 274
Retweet : 289
Replies to : 23
Tweet : 143
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.0556521739130435
Reciprocated Edge Ratio : 0.105436573311367
Connected Components : 70
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 596
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.926625
Graph Density : 0.00252296437923438
Modularity : 0.502842
NodeXL Version : 1.0.1.439
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, 03 August 2020 at 02:22 UTC.
The requested start date was Monday, 03 August 2020 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, 16-hour, 47-minute period from Monday, 20 July 2020 at 01:21 UTC to Saturday, 01 August 2020 at 18:09 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:
[21] covid,19 [17] learn,more [14] merl,tech [13] low,cost [13] cost,telemedicine [13] telemedicine,technology [13] technology,challenges [13] challenges,solutions [13] solutions,#telemedicine [13] #telemedicine,#health Top Word Pairs in Tweet in G1:
[12] calling,#research [12] #research,proposals [12] proposals,#taxation [12] #taxation,#ethiopia [12] #ethiopia,disciplines [12] disciplines,including [12] including,economics [12] economics,law [12] law,accounting [11] ictdtax,calling Top Word Pairs in Tweet in G2:
[6] jhumhealth,gatesfoundation [6] smishaagarwal,johnshopkins [6] johnshopkins,johnshopkinssph [6] johnshopkinssph,the_gdhn [6] ict_works,ict4d [6] published,piece [6] piece,wonderful [6] wonderful,claud_lim [6] claud_lim,dial_community [6] dial_community,connecting Top Word Pairs in Tweet in G3:
[12] recent,trends [12] #digitaltransformation,#innovation [12] #innovation,#datascience [7] trends,#digital [7] #digital,#economy [7] #economy,link [7] link,gt [7] gt,gt [7] gt,co [7] co,mqps8kltcl Top Word Pairs in Tweet in G4:
[7] apply,100 [7] 100,000 [7] solutions,unicef [7] unicef,innovation [7] innovation,fund [6] covid,19 [5] 000,#blockchain [5] #blockchain,solutions [5] fund,#ict4d [5] #ict4d,wayan_vota Top Word Pairs in Tweet in G5:
[3] more,#ict4d [2] lessons,learned [2] learned,deploying [2] deploying,technology [2] technology,communities [2] communities,aware [2] aware,tech [2] tech,people [2] people,already [2] already,eg Top Word Pairs in Tweet in G6:
[6] seeking,data [6] data,geospatial [6] geospatial,analyst [6] analyst,develop [6] develop,maps [6] maps,reports [6] reports,dashboards [6] dashboards,applying [6] applying,#data [5] learn,more Top Word Pairs in Tweet in G7:
[13] merl,tech [10] icymi,released [10] released,papers [10] papers,yesterday [10] yesterday,evolution [10] evolution,merl [10] tech,between [10] between,2014 [10] 2014,2019 [10] 2019,#merltech Top Word Pairs in Tweet in G8:
[9] excellent,speakers [8] chuffed,excellent [8] speakers,join [8] join,#ict4d [8] #ict4d,ldn [8] ldn,virtual [8] virtual,meetup [8] meetup,talking [8] talking,candidly [8] candidly,openly Top Word Pairs in Tweet in G9:
[5] #ict4d,#nptech [5] miss,#rightscon [5] #rightscon,2020 [5] 2020,event [5] event,take [5] take,look [5] look,recorded [5] recorded,event [5] event,playlist [5] playlist,youtube Top Word Pairs in Tweet in G10:
[13] low,cost [13] cost,telemedicine [13] telemedicine,technology [13] technology,challenges [13] challenges,solutions [13] solutions,#telemedicine [13] #telemedicine,#health [13] #health,#ehealth [13] #ehealth,#technology [11] callforpapers,low Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: