The graph represents a network of 10 111 Twitter users whose recent tweets contained "#scicomm", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 29 January 2020 at 22:56 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 21-minute period from Wednesday, 22 January 2020 at 02:49 UTC to Wednesday, 29 January 2020 at 22:10 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 : 10234
Unique Edges : 18023
Edges With Duplicates : 7122
Total Edges : 25145
Number of Edge Types : 5
Mentions : 5560
Replies to : 1020
MentionsInRetweet : 11139
Tweet : 2535
Retweet : 4891
Self-Loops : 2603
Reciprocated Vertex Pair Ratio : 0,0331307157329829
Reciprocated Edge Ratio : 0,0641365419272766
Connected Components : 596
Single-Vertex Connected Components : 223
Maximum Vertices in a Connected Component : 8654
Maximum Edges in a Connected Component : 23047
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4,471008
Graph Density : 0,000180148828943807
Modularity : 0,643996
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 10 111 Twitter users whose recent tweets contained "#scicomm", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Wednesday, 29 January 2020 at 22:56 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 21-minute period from Wednesday, 22 January 2020 at 02:49 UTC to Wednesday, 29 January 2020 at 22:10 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #scicomm
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:
[860] #scicomm,#globalhealth [837] novel,#coronavirus [779] #新型冠状病毒,#scicomm [778] #wuhan,#ncov2019 [739] #ncov2019,novel [665] case,fatality [641] perspective,#新型冠状病毒 [605] put,things [605] things,perspective [603] r0,number Top Word Pairs in Tweet in G1:
[78] science,communication [56] #scicomm,#wisskomm [53] #science,#scicomm [45] #scicomm,#science [43] science,writing [42] social,media [42] #scicomm,amp [42] #scicomm,#podcast [41] alda,center [39] #scicomm,#sciart Top Word Pairs in Tweet in G2:
[836] #scicomm,#globalhealth [812] novel,#coronavirus [761] #wuhan,#ncov2019 [757] #新型冠状病毒,#scicomm [722] #ncov2019,novel [644] case,fatality [626] perspective,#新型冠状病毒 [590] put,things [590] things,perspective [588] preliminary,r0 Top Word Pairs in Tweet in G3:
[55] science,communication [45] #scicomm,#womeninstem [44] #science,#scicomm [42] #scicomm,#sciengage [40] #scicomm,#science [39] #womeninstem,#scicomm [39] #womeninstem,#stem [37] #aaas,#scicomm [35] #scicomm,workshop [33] #sciengage,#phd Top Word Pairs in Tweet in G4:
[74] #scicomm,#science [58] #scicomm,#sciencetwitter [42] science,journalism [37] #science,#communication [32] science,communication [27] #communication,#india [26] read,co [25] #scicomm,scicomm_india [22] science,film [21] #research,#chemistry Top Word Pairs in Tweet in G5:
[50] #scichat,#scicomm [42] #academictwitter,#academicchatter [38] #sciart,#scicomm [38] #scicomm,#academictwitter [36] hello,#sciencetwitter [36] #sciencetwitter,working [36] working,project [36] project,blog [36] blog,interview [36] interview,cool Top Word Pairs in Tweet in G6:
[69] #scicomm,#meded [63] science,communication [58] #immunology,#genomics [46] #iot,#scicomm [39] #meded,#technology [38] mostly,rare [36] _news,#serverless [36] rare,immunological [33] #scicomm,#technology [33] #genomics,#raredisease Top Word Pairs in Tweet in G7:
[11] #science,#scicomm [9] #scicomm,#science [7] वर,ग [7] initial,conditions [7] conditions,m1 [7] solar,masses [7] masses,v1x [7] km,x1 [7] center,music [7] #threebodyproblem,#physics Top Word Pairs in Tweet in G8:
[72] #sciart,#scicomm [40] #scicomm,#sciart [28] scientists,work [28] work,artists [28] artists,help [28] help,communicate [28] communicate,work [28] work,tell [28] tell,think [28] think,scholarly Top Word Pairs in Tweet in G9:
[141] jan,2020 [135] full,size [124] #copernicus,#sentinel [122] #sentinel,full [113] #remotesensing,#scicomm [88] 2020,#copernicus [86] more,images [70] size,#remotesensing [61] #scicomm,#vicfires [61] #vicfires,#australianfires Top Word Pairs in Tweet in G10:
[73] more,fun [38] first,paper [38] paper,alert [38] alert,msc [38] msc,#tomography [38] #tomography,work [38] work,seymouria [38] seymouria,brains [38] brains,today [38] today,svp_vertpaleo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: