The graph represents a network of 821 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, 14 June 2021 at 03:03 UTC.
The requested start date was Monday, 14 June 2021 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, 21-hour, 20-minute period from Monday, 31 May 2021 at 01:22 UTC to Saturday, 12 June 2021 at 22:43 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 : 821
Unique Edges : 516
Edges With Duplicates : 1701
Total Edges : 2217
Number of Edge Types : 5
Retweet : 711
MentionsInRetweet : 929
Tweet : 172
Mentions : 372
Replies to : 33
Self-Loops : 172
Reciprocated Vertex Pair Ratio : 0.061105722599418
Reciprocated Edge Ratio : 0.115173674588665
Connected Components : 79
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 533
Maximum Edges in a Connected Component : 1709
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 6.362275
Graph Density : 0.00162502599447432
Modularity : 0.445132
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 821 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, 14 June 2021 at 03:03 UTC.
The requested start date was Monday, 14 June 2021 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, 21-hour, 20-minute period from Monday, 31 May 2021 at 01:22 UTC to Saturday, 12 June 2021 at 22:43 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:
[160] research,study [159] happens,research [159] study,find [108] know,happens [108] find,different [108] different,types [108] types,research [87] research,#bepartofâ [73] part,research [69] taking,part Top Word Pairs in Tweet in G1:
[83] research,study [82] happens,research [82] study,find [52] know,happens [52] find,different [52] different,types [52] types,research [45] nihrtakepart,know [43] research,#bepartofâ [39] part,research Top Word Pairs in Tweet in G2:
[74] happens,research [74] research,study [74] study,find [55] know,happens [55] find,different [55] different,types [55] types,research [47] nihrresearch,know [43] research,#bepartofâ [29] taking,part Top Word Pairs in Tweet in G3:
[10] claud_lim,digiprinciples [10] aidevolved,sonja_ict4d [10] sonja_ict4d,ict4dconference [8] ict4dconference,ilsr [7] ict4paul,claud_lim [6] digiprinciples,aidevolved [6] ilsr,communitynets [5] #dataprotection,cash [5] cash,voucher [5] voucher,assistance Top Word Pairs in Tweet in G4:
[14] developing,countries [11] latest,blog [10] inclusive,framework [10] taxing,informal [10] informal,economy [10] economy,silver [10] silver,bullet [10] bullet,financing [10] financing,development [10] development,covid Top Word Pairs in Tweet in G5:
[17] #ict4d,research [14] open,access [11] conference,proceedings [8] six,#ict4d [7] 82,open [7] access,papers [7] papers,current [7] current,#ict4d [7] research,recent [7] recent,ifip Top Word Pairs in Tweet in G6:
[18] hiring,join [18] join,team [18] team,multi [18] multi,disciplinary [18] disciplinary,researchers [18] researchers,around [18] around,world [18] world,conduct [18] conduct,research [18] research,projects Top Word Pairs in Tweet in G7:
[4] #iot,#lpg [4] #lpg,#africa [4] #africa,#ict4d [3] network,modelization [3] modelization,capacity [3] capacity,planning [3] planning,tool [3] business,relationships [3] ictd,york [2] #tech4good,#ict4d Top Word Pairs in Tweet in G8:
[23] technology,simply [23] simply,tool [23] tool,without [23] without,appropriate [23] appropriate,integration [23] integration,result [23] result,effective [23] effective,#learning [23] #learning,blog [21] wbg_education,technology Top Word Pairs in Tweet in G9:
[9] #digitaldai,reading [9] reading,#technology [9] #technology,#ethics [9] #ethics,#ict4d [9] #ict4d,#ai [9] #ai,gratiana_fu [8] daiglobal,#digitaldai [8] gratiana_fu,# [3] kate_heuisler,interviews [3] interviews,voneat Top Word Pairs in Tweet in G10:
[6] taxing,#informaleconomy [6] #informaleconomy,silver [6] silver,bullet [6] bullet,financing [6] financing,development [6] development,collection [6] collection,costs [6] costs,exceed [6] exceed,revenue [6] coã,ts Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: