The graph represents a network of 4,343 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 Wednesday, 17 July 2019 at 12:12 UTC.
The requested start date was Tuesday, 16 July 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 3-day, 13-hour, 8-minute period from Friday, 12 July 2019 at 10:51 UTC to Tuesday, 16 July 2019 at 00:00 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 : 4343
Unique Edges : 6689
Edges With Duplicates : 1793
Total Edges : 8482
Number of Edge Types : 3
Mentions : 7417
Tweet : 853
Replies to : 212
Self-Loops : 853
Reciprocated Vertex Pair Ratio : 0.0509000620732464
Reciprocated Edge Ratio : 0.0968694624926167
Connected Components : 382
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 3317
Maximum Edges in a Connected Component : 7368
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.451679
Graph Density : 0.000359118105205484
Modularity : 0.674471
NodeXL Version : 1.0.1.416
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[193] science,communication [106] check,out [99] #scicomm,#sciart [97] facts,change [86] telling,people [86] people,more [84] scicomm,researcher [84] researcher,fact [84] fact,telling [84] more,facts Top Word Pairs in Tweet in G1:
[19] #sciart,#scicomm [19] check,out [18] #science,#scicomm [14] #scicomm,#sciencematters [14] #sciencematters,#edtech [13] rise,#sciart [13] short,film [12] #necss,#science [12] #edtech,#openscience [12] #openscience,#itrtg Top Word Pairs in Tweet in G2:
[21] study,flu [21] flu,fact [21] fact,sheet [21] sheet,parents [21] parents,increases [21] increases,vaccination [21] vaccination,rate [21] rate,children [21] children,medical_xpress [20] caulfieldtim,study Top Word Pairs in Tweet in G3:
[34] #scicomm,#comscicon19 [24] #comscicon19,#scicomm [21] comscicon,#scicomm [20] report,#scicomm [19] #scicomm,engagement [19] engagement,out [19] out,collab [19] collab,w [19] w,aldacenter [19] aldacenter,lauralindenfeld Top Word Pairs in Tweet in G4:
[80] scicomm,researcher [80] researcher,fact [80] fact,telling [80] telling,people [80] people,more [80] more,facts [80] facts,change [80] change,mind [80] mind,scicommer [80] scicommer,ok Top Word Pairs in Tweet in G5:
[51] youtube,course [47] excited,announce [47] announce,project [47] project,ve [47] ve,working [47] working,year [47] year,first [47] first,youtube [47] course,science [47] science,communication Top Word Pairs in Tweet in G6:
[19] plain,language [19] language,summary [18] wanted,write [18] write,plain [18] summary,know [18] know,start [18] start,worries [16] started,looking [16] looking,up [16] up,images Top Word Pairs in Tweet in G7:
[4] check,out [3] #science,#scicomm [3] social,media [3] #womeninstem,#scicomm [2] best,#scicomm [2] well,done [2] proud,announce [2] science,communication [2] #scicomm,#comunicaciencia [2] 3,mins Top Word Pairs in Tweet in G8:
[39] ice,rich [39] rich,#permafrost [39] #permafrost,core [39] core,segments [39] segments,thawing [39] thawing,lab [39] lab,left [39] left,two [39] two,imagine [39] imagine,building Top Word Pairs in Tweet in G9:
[60] anti,#gmo [60] #gmo,conversation [60] conversation,generally [60] generally,goes [60] goes,#scicomm [60] #scicomm,very [60] very,important [59] ztiredscientist,anti [12] usual,response [12] response,#scicomm Top Word Pairs in Tweet in G10:
[21] thought,never [21] never,see [21] see,word [21] word,#firn [21] #firn,children's [21] children's,book [21] book,iceberg [21] iceberg,antarctica [21] antarctica,here [20] marlowordybird,thought 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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