The graph represents a network of 237 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 18:56 UTC.
The requested start date was Monday, 24 January 2022 at 01:01 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 11-day, 13-hour, 43-minute period from Monday, 10 January 2022 at 08:05 UTC to Friday, 21 January 2022 at 21:48 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 : 237
Unique Edges : 189
Edges With Duplicates : 377
Total Edges : 566
Number of Edge Types : 5
Retweet : 167
MentionsInRetweet : 251
Mentions : 89
Tweet : 55
Replies to : 4
Self-Loops : 62
Reciprocated Vertex Pair Ratio : 0.0336700336700337
Reciprocated Edge Ratio : 0.0651465798045603
Connected Components : 36
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 129
Maximum Edges in a Connected Component : 332
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.652499
Graph Density : 0.00548880783808911
Modularity : 0.504977
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 237 Twitter users whose tweets in the requested range contained "#data4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 24 January 2022 at 18:56 UTC.
The requested start date was Monday, 24 January 2022 at 01:01 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 11-day, 13-hour, 43-minute period from Monday, 10 January 2022 at 08:05 UTC to Friday, 21 January 2022 at 21:48 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 : #data4good
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:
[24] data,science [18] #sashackathon,#sasanalyticsexplorers [18] #sasanalyticsexplorers,#data4good [18] call,scholarships [18] scholarships,research [18] research,data [18] science,social [18] social,good [18] good,isi_fondazione [18] isi_fondazione,supported Top Word Pairs in Tweet in G1:
[5] data,science [4] big,data [4] such,honour [4] honour,featured [4] featured,puntofisso [4] puntofisso,weekly [4] weekly,data [4] data,newsletter [4] newsletter,today [4] today,better Top Word Pairs in Tweet in G2:
[18] #sashackathon,#sasanalyticsexplorers [18] #sasanalyticsexplorers,#data4good [10] wondered,hackathon [10] hackathon,really [10] really,means [10] means,blog [10] blog,never [10] never,wondered [10] wondered,blog [10] blog,still Top Word Pairs in Tweet in G3:
[17] call,scholarships [17] scholarships,research [17] research,data [17] data,science [17] science,social [17] social,good [17] good,isi_fondazione [17] isi_fondazione,supported [17] supported,fondazionecrt [16] isi_fondazione,call Top Word Pairs in Tweet in G4:
[14] life,saving [14] saving,innovation [14] innovation,better [14] better,patient [14] patient,outcomes [14] outcomes,biomerieuxusa [14] biomerieuxusa,works [14] works,sassoftware [14] sassoftware,revolutionize [11] revolutionize,antibiogram Top Word Pairs in Tweet in G5:
[7] scidatacon,2022 [7] 2022,part [7] part,international [7] international,data [7] data,week [7] week,2022 [7] 2022,held [7] held,virtually [7] virtually,seoul [7] seoul,republic Top Word Pairs in Tweet in G6:
[13] looking,bright [13] bright,#computationalsocialscientist [13] #computationalsocialscientist,join [13] join,team [13] team,alan [13] alan,turing [13] turing,institute [13] institute,interdisciplinary [12] guerrero_oa,looking [9] deep,intro Top Word Pairs in Tweet in G7:
[9] cmngounou,vbwamba [9] vbwamba,afroleadership_ [8] résolument,révolution [8] révolution,données [8] données,#afrique [8] #afrique,thisisplace [8] thisisplace,fait [8] fait,l'honneur [8] l'honneur,continuer [6] avons,grand Top Word Pairs in Tweet in G8:
[5] digital,data [5] data,governance [5] governance,transformation [5] transformation,team [5] team,looking [5] looking,analyst [5] analyst,join [5] join,growing [5] growing,practice [4] imcworldwide,digital Top Word Pairs in Tweet in G9:
[4] #coleridgeinitiative,excited [4] excited,share [4] share,today's [4] today's,news [4] news,partnership [4] partnership,pjmfnd [4] pjmfnd,democratize [4] democratize,data [3] coleridge4data,#coleridgeinitiative [3] data,harne Top Word Pairs in Tweet in G10:
[6] #twitterspaces,#data4good [6] #data4good,thursdays [6] thursdays,good [6] good,#knowyourdata [6] #knowyourdata,#datalaw [6] #datalaw,#data [6] #data,#digitallaw [6] #digitallaw,#privacylaw [5] msdatadetective,#twitterspaces [5] #privacylaw,#di Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: