The graph represents a network of 423 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, 10 August 2020 at 02:22 UTC.
The requested start date was Monday, 10 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 13-day, 2-hour, 28-minute period from Monday, 27 July 2020 at 06:11 UTC to Sunday, 09 August 2020 at 08:39 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 : 423
Unique Edges : 293
Edges With Duplicates : 709
Total Edges : 1002
Number of Edge Types : 5
Mentions : 206
Retweet : 282
MentionsInRetweet : 376
Tweet : 130
Replies to : 8
Self-Loops : 131
Reciprocated Vertex Pair Ratio : 0.0911016949152542
Reciprocated Edge Ratio : 0.166990291262136
Connected Components : 62
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 170
Maximum Edges in a Connected Component : 476
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.830961
Graph Density : 0.00288505708491591
Modularity : 0.474651
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 423 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, 10 August 2020 at 02:22 UTC.
The requested start date was Monday, 10 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 13-day, 2-hour, 28-minute period from Monday, 27 July 2020 at 06:11 UTC to Sunday, 09 August 2020 at 08:39 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:
[26] covid,19 [12] learn,more [12] calling,#research [12] #research,proposals [12] proposals,#taxation [12] #taxation,#ethiopia [12] #ethiopia,disciplines [12] disciplines,including [12] including,economics [12] economics,law Top Word Pairs in Tweet in G1:
[6] published,piece [6] piece,wonderful [6] wonderful,claud_lim [6] claud_lim,dial_community [6] dial_community,connecting [6] connecting,digital [6] digital,development [5] nethope_org,#global [5] #global,consortium [5] leading,#nonprofits Top Word Pairs in Tweet in G2:
[5] recent,trends [5] #digitaltransformation,#innovation [5] #innovation,#datascience [4] #datascience,#ai [3] trends,digital [3] digital,economy [3] economy,#digitaltransformation [2] balaji_sandiego,recent [2] #ai,crudinâ [2] trends,#digital Top Word Pairs in Tweet in G3:
[9] join,team [9] team,#hiring [9] viamo,looking [9] looking,excellent [9] ifip_94,blog [7] excellent,candidate [7] #ict4d,#m4d [5] joinviamo,join [5] extension,services [5] design,reality Top Word Pairs in Tweet in G4:
[8] chuffed,excellent [8] excellent,speakers [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 G5:
[6] ãƒ,ム[2] learn,more [2] more,#ict4d [2] mercedes,benz [2] œã,œã [2] radio,broadcasts [2] broadcasts,dispel [2] dispel,rumors [2] promote,solidarity [2] solidarity,communities Top Word Pairs in Tweet in G6:
[9] during,uncertain [9] uncertain,times [9] times,#covid19 [9] #covid19,different [9] different,industries [9] industries,being [9] being,affected [9] affected,#digital [9] #digital,world [8] mobile,solution Top Word Pairs in Tweet in G7:
[5] covid,19 [3] aid,groups [3] groups,embrace [3] embrace,low [3] low,tech [3] tech,communications [3] communications,spread [3] spread,word [3] word,covid [3] access,online Top Word Pairs in Tweet in G8:
[5] host,usaid [5] development,online [5] online,training [4] #digitaldai,#ict4d [4] training,#ict4d [4] daiglobal,#digitaldai [3] apply,host [3] usaid,first [3] first,#digital [3] #digital,development Top Word Pairs in Tweet in G9:
[6] reaching,50 [6] 50,million [6] million,women [6] women,mobile [6] mobile,practical [6] practical,guide [6] guide,gsma [6] gsma,gsmam4d [6] gsmam4d,#sdgs [4] lochoffs,reaching Top Word Pairs in Tweet in G10:
[4] covid,19 [3] 27,ict4d [3] ict4d,jobs [3] jobs,development [3] development,gateway [3] gateway,openqa [3] openqa,wri [3] wri,vera [3] vera,solutions [3] solutions,dimagi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: