The graph represents a network of 226 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, 22 August 2022 at 03:30 UTC.
The requested start date was Monday, 22 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 12-day, 14-hour, 13-minute period from Monday, 08 August 2022 at 06:33 UTC to Saturday, 20 August 2022 at 20:46 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 : 226
Unique Edges : 166
Edges With Duplicates : 264
Total Edges : 430
Number of Edge Types : 5
Retweet : 102
MentionsInRetweet : 127
Replies to : 8
Mentions : 110
Tweet : 83
Self-Loops : 90
Reciprocated Vertex Pair Ratio : 0.0985221674876847
Reciprocated Edge Ratio : 0.179372197309417
Connected Components : 58
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 63
Maximum Edges in a Connected Component : 160
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.030707
Graph Density : 0.00438544739429695
Modularity : 0.502914
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 226 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, 22 August 2022 at 03:30 UTC.
The requested start date was Monday, 22 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 12-day, 14-hour, 13-minute period from Monday, 08 August 2022 at 06:33 UTC to Saturday, 20 August 2022 at 20:46 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:
[15] meet,neema [15] neema,iyer [15] iyer,artist [15] artist,technologist [15] technologist,influencing [15] influencing,digital [15] digital,development [15] development,sector [15] sector,innovative [15] innovative,lens Top Word Pairs in Tweet in G1:
[6] য,গ [4] #govtjobbd,#gojobbd [4] ict,specialist [4] ictd,digital [4] digital,core [4] core,valencia [4] valencia,spain [3] development,practitioners [3] trial,#ict4d [2] #ict4d,#digitaltransformation Top Word Pairs in Tweet in G2:
[5] call,abstracts [3] digital,goverance [3] goverance,key [3] key,issues [3] issues,report [3] report,summarises [3] summarises,stages [3] stages,digitalisation [3] digitalisation,governance [3] governance,digital Top Word Pairs in Tweet in G3:
[15] meet,neema [15] neema,iyer [15] iyer,artist [15] artist,technologist [15] technologist,influencing [15] influencing,digital [15] digital,development [15] development,sector [15] sector,innovative [15] innovative,lens Top Word Pairs in Tweet in G4:
[6] call,papers [6] papers,#ecis2023 [6] #ecis2023,featuring [6] featuring,amazing [6] amazing,#ict4d [6] #ict4d,track [6] track,deadline [6] deadline,17 [6] 17,november [6] november,2022 Top Word Pairs in Tweet in G5:
[6] myths,still [6] still,relevant [5] 10,common [5] relevant,12 [5] 12,years [5] years,later [4] reasons,shift [4] shift,technology [4] technology,career [4] career,social Top Word Pairs in Tweet in G6:
[4] back,scandi [4] scandi,summer [4] summer,break [4] break,#globaldev [4] #globaldev,links [4] links,450 [4] 450,back [4] back,feat [3] feat,taratw [3] taratw,brandaid_world Top Word Pairs in Tweet in G7:
[5] saturday,#worldmosquitoday [5] #worldmosquitoday,great [5] great,reminder [5] reminder,watch [5] watch,recordings [5] recordings,#ict4d [5] #ict4d,#malaria [3] #malaria,elimination [3] available,english [2] ict4dconference,saturday Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[2] join,tue [2] tue,23 [2] 23,aug [2] aug,deep [2] deep,dive [2] dive,#waterdata [2] #waterdata,showcasing [2] showcasing,use [2] use,openupsa's [2] openupsa's,#waterwazi Top Word Pairs in Tweet in G10:
[3] ending,gender [3] gender,#digitaldivide [3] #digitaldivide,critical [3] critical,achieve [3] achieve,#genderequality [3] #genderequality,technology [3] technology,internet [3] internet,great [3] #sbcc,#ict4d [3] open,digital Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
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: