The graph represents a network of 385 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, 03 June 2019 at 05:08 UTC.
The requested start date was Monday, 03 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 16-hour, 46-minute period from Monday, 20 May 2019 at 03:57 UTC to Sunday, 02 June 2019 at 20:44 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 : 385
Unique Edges : 519
Edges With Duplicates : 202
Total Edges : 721
Number of Edge Types : 3
Mentions : 609
Tweet : 111
Replies to : 1
Self-Loops : 111
Reciprocated Vertex Pair Ratio : 0.0257936507936508
Reciprocated Edge Ratio : 0.0502901353965184
Connected Components : 58
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 171
Maximum Edges in a Connected Component : 420
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.996353
Graph Density : 0.00349702380952381
Modularity : 0.663409
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[37] #bigdata,#datascience [36] ht,kirkdborne [28] #bigdata,#machinelearning [23] kirkdborne,#ai [23] artificial,intelligence [21] theadamgabriel,ht [21] data4change,nairobi [21] nairobi,kicked [21] kicked,sure [21] sure,follow Top Word Pairs in Tweet in G1:
[36] ht,kirkdborne [27] #bigdata,#machinelearning [25] #bigdata,#datascience [23] kirkdborne,#ai [21] artificial,intelligence [21] theadamgabriel,ht [19] benefits,combining [18] #healthcare,#healthtech [16] #healthcare,benefits [16] combining,#wearables Top Word Pairs in Tweet in G2:
[6] #bigdata,#datascience [4] #bigdata,#data4good [3] #machinelearning,#ai [3] analytics,meets [3] meets,iambic [3] iambic,tetrameter [3] tetrameter,went [3] went,town [3] town,buy [3] buy,things Top Word Pairs in Tweet in G3:
[11] first,#datathon [10] hofwatreg,jointerminal [9] #data4good,#ai4good [6] #bigdata,#datascience [6] jointerminal,#data4good [5] #analytics,#insights [5] inaugural,#datathon [5] s,time [5] #analytics,#datascience [5] over,40 Top Word Pairs in Tweet in G4:
[10] #data4good,#job [10] #job,alert [8] datakind,#data4good [5] applications,open [5] open,uptake [5] uptake,data [5] data,fellows [5] fellows,program [5] program,fall [5] fall,2019 Top Word Pairs in Tweet in G5:
[18] #data4good,e [17] formazione,#data4good [17] e,#civictech [17] #civictech,per [17] programma,di [17] di,formazione [15] iscrizioni,per [15] per,#cordata2019 [15] #cordata2019,https [15] https,t Top Word Pairs in Tweet in G6:
[21] data4change,nairobi [21] nairobi,kicked [21] kicked,sure [21] sure,follow [21] follow,adventure [21] adventure,progress [21] progress,#d4cnairobi [21] #d4cnairobi,stay [20] data4change,data4change [20] stay,tune Top Word Pairs in Tweet in G7:
[17] new,#data4good [17] #data4good,partnership [16] excited,announce [16] announce,new [16] partnership,today [16] today,providing [16] providing,teams [16] teams,access [16] access,dataminr [16] dataminr,support Top Word Pairs in Tweet in G8:
[8] #tbt,wraltechwire [8] wraltechwire,s [8] s,suggested [8] suggested,tagline [8] tagline,sassoftware [8] sassoftware,power [8] power,know [8] know,power [7] oschabenberger,#tbt [5] using,#data4good Top Word Pairs in Tweet in G9:
[9] presenting,#data4good [9] #data4good,oracleanalytics [9] oracleanalytics,session [9] session,#odtug [9] #odtug,#orclepm [9] #orclepm,#orclanalytics [9] #orclanalytics,meetup [9] meetup,monterrey [8] nevianazhgaba,presenting [8] monterrey,gadashe Top Word Pairs in Tweet in G10:
[7] come,meet [7] meet,madana_hq [7] madana_hq,team [7] team,#cebit18 [7] #cebit18,giving [7] giving,away [7] away,10 [7] 10,full [7] full,duration [7] duration,#cebit Top Replied-To in Entire Graph:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G10: