The graph represents a network of 4,838 Twitter users whose tweets in the requested range contained "scicomm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 September 2019 at 04:55 UTC.
The requested start date was Monday, 16 September 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 4-day, 23-hour, 12-minute period from Tuesday, 10 September 2019 at 16:58 UTC to Sunday, 15 September 2019 at 16:10 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 : 4838
Unique Edges : 7167
Edges With Duplicates : 2012
Total Edges : 9179
Number of Edge Types : 3
Mentions : 8086
Tweet : 905
Replies to : 188
Self-Loops : 905
Reciprocated Vertex Pair Ratio : 0.0446518305814788
Reciprocated Edge Ratio : 0.0854865310610225
Connected Components : 447
Single-Vertex Connected Components : 121
Maximum Vertices in a Connected Component : 3508
Maximum Edges in a Connected Component : 7680
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.768395
Graph Density : 0.00031092148907634
Modularity : 0.700078
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[157] #scicomm,#sciart [114] check,out [114] #sciencereclaimsthewww,#fightfakescience [114] #fightfakescience,#makesciencegreatagain [114] #makesciencegreatagain,#science [114] #science,#wissenschaft [98] such,thing [94] scientists,know [94] know,such [94] thing,boy Top Word Pairs in Tweet in G1:
[110] #sciencereclaimsthewww,#fightfakescience [110] #fightfakescience,#makesciencegreatagain [110] #makesciencegreatagain,#science [110] #science,#wissenschaft [80] #wisskomm,#scicomm [79] #wissenschaft,#wisskomm [36] #scicomm,#wisskomm [31] #wissenschaft,#scicomm [25] excellent,job [25] job,going Top Word Pairs in Tweet in G2:
[70] yellow,billed [63] ants,sugar [63] sugar,recruitment [63] recruitment,neutrophils [63] neutrophils,site [63] site,laser [63] laser,damage [63] damage,mouse [63] mouse,inguinal [63] inguinal,lymph Top Word Pairs in Tweet in G3:
[21] very,important [20] excited,see [20] see,massivesci [20] massivesci,partnership [20] partnership,christineliuart [20] christineliuart,now [20] now,articles [20] articles,spanish [20] spanish,science [20] science,writing Top Word Pairs in Tweet in G4:
[55] new,tooth [55] tooth,paper [55] paper,out [55] out,#fossil [55] #fossil,tooth [55] tooth,needs [55] needs,fish [55] fish,amphibians [55] amphibians,reptiles [54] yara_haridy,new Top Word Pairs in Tweet in G5:
[62] #scicomm,#sciart [55] secret,#scicomm [55] #scicomm,project [55] project,involves [55] involves,scientists [55] scientists,#scicomm [55] #sciart,social [55] social,gamified [55] gamified,mobile [55] mobile,platform Top Word Pairs in Tweet in G6:
[19] #scicomm,#sciart [13] क,र [12] communicate,science [9] mitosis,problems [9] problems,#scicomm [9] य,ग [9] एनआईप,ज [9] ज,आर [8] #sciencetwitter,#scicomm [8] scicomm_india,dbtindia Top Word Pairs in Tweet in G7:
[18] lara,wagner [17] plain,language [17] language,summary [12] take,deep [12] deep,breath [12] breath,squidfan [12] squidfan,agu_scicomm [12] agu_scicomm,help [12] help,guide [12] guide,through Top Word Pairs in Tweet in G8:
[19] climate,change [16] know,anyone [16] anyone,including [16] including,doing [16] doing,amazing [16] amazing,research [16] research,#scicomm [16] #scicomm,around [16] around,communicating [16] communicating,climate Top Word Pairs in Tweet in G9:
[9] #scicomm,#science [4] #science,#sciencetwitter [3] science,#scicomm [3] science,communication [3] check,out [3] #scicomm,#sciart [3] learn,more [3] western,arctic [2] announcing,first [2] first,annual Top Word Pairs in Tweet in G10:
[93] scientists,know [93] know,such [93] such,thing [93] thing,boy [93] boy,brain [93] brain,girl [93] girl,brain [93] brain,born [93] born,wrong [93] wrong,one 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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