The graph represents a network of 3,871 Twitter users whose tweets in the requested range contained "SciFri", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 March 2019 at 05:35 UTC.
The requested start date was Thursday, 21 March 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, 22-hour, 53-minute period from Thursday, 07 March 2019 at 00:23 UTC to Wednesday, 20 March 2019 at 23:16 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 : 3871
Unique Edges : 6797
Edges With Duplicates : 3752
Total Edges : 10549
Number of Edge Types : 3
Replies to : 1297
Mentions : 8422
Tweet : 830
Self-Loops : 830
Reciprocated Vertex Pair Ratio : 0.0435684647302905
Reciprocated Edge Ratio : 0.0834990059642147
Connected Components : 285
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 3321
Maximum Edges in a Connected Component : 9591
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.373417
Graph Density : 0.000503645673753752
Modularity : 0.428893
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[976] head,nasa [975] scifri,next [973] step,foot [971] next,step [971] foot,moon [971] moon,here's [971] here's,head [692] scifri,nasa [89] scifri,summer [88] youth,climate Top Word Pairs in Tweet in G1:
[960] head,nasa [957] step,foot [956] next,step [956] foot,moon [956] moon,here's [956] here's,head [956] scifri,next [530] scifri,nasa [58] vaughnfry,scifri [50] youth,climate Top Word Pairs in Tweet in G2:
[55] scifri,summer [42] scifri,week [42] science,friday [41] tune,scifri [40] jumping,spiders [39] cbquist,scifri [39] internship,apply [35] superbloom,disappoint [35] disappoint,tune [35] week,hear Top Word Pairs in Tweet in G3:
[17] flora,lichtman [13] guests,flora [10] first,person [9] lichtman,transcript [8] lichtman,transcripts [6] person,mars [6] next,person [6] person,moon [5] guests,howard [5] howard,markel Top Word Pairs in Tweet in G4:
[135] scifri,nasa [60] nasa,jimbridenstine [54] killer_meltdown,scifri [50] scifri,jimbridenstine [39] jimbridenstine,nasa [31] doesn,t [29] article,doesn [28] nasa,article [28] t,really [28] really,go Top Word Pairs in Tweet in G5:
[9] scifri_,aran_chezhire [7] aran_chezhire,lotteje13 [6] d,d [5] dasucakies,yorumochi [5] yorumochi,aeon_ix [5] aeon_ix,dishwasher1910 [5] dishwasher1910,sprayjea [5] _thebearcave,avogado6 [4] devil,cry [4] cry,5 Top Word Pairs in Tweet in G6:
[12] sciencemarchdc,indiaunnewyork [12] scifri,sciam [12] sciam,kapoors_s [12] kapoors_s,vincentcoyle1 [12] vincentcoyle1,pragyavats [12] pragyavats,culbs [10] sdg2030,sciencemarchdc [9] indiaunnewyork,chavivohra [9] chavivohra,scifri [9] kiranshaw,sdg2030 Top Word Pairs in Tweet in G7:
[2] quote,science [2] science,explains [2] explains,everything [2] everything,dave [2] dave,lewis [2] lewis,poet [2] poet,atheistrepublic [2] popsci,scifri [2] saracarterdc,tuckercarlson Top Word Pairs in Tweet in G8:
[18] disastrous,flooding [18] flooding,events [18] events,becoming [18] becoming,more [18] more,planet [18] planet,warms [18] warms,already [18] already,more [18] more,frequent [17] novapbs,disastrous Top Word Pairs in Tweet in G9:
[15] crazy,day [15] day,fieldwork [15] fieldwork,amphibs [15] amphibs,looking [15] looking,salamanders [15] salamanders,ice [15] ice,found [15] found,very [15] very,unexpected [15] unexpected,chilly Top Word Pairs in Tweet in G10:
[40] digitalcloudgal,tmanspeaks [38] mentorafrika,digitalcloudgal [38] tmanspeaks,drjdrooghaag [37] laurenmaille,audreydesisto [32] adamrogers2030,mentorafrika [30] amandaray02,laurenmaille [29] drjdrooghaag,amandaray02 [24] jbarbosapr,evankirstel [24] donasarkar,neilcattermull [24] neilcattermull,kirkdborne Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: