The graph represents a network of 7,965 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 Sunday, 23 May 2021 at 22:48 UTC.
The requested start date was Sunday, 23 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 3-hour, 32-minute period from Tuesday, 11 May 2021 at 20:22 UTC to Saturday, 22 May 2021 at 23:55 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 : 7965
Unique Edges : 7534
Edges With Duplicates : 21400
Total Edges : 28934
Number of Edge Types : 5
Retweet : 5530
MentionsInRetweet : 12036
Mentions : 9874
Tweet : 1083
Replies to : 411
Self-Loops : 1342
Reciprocated Vertex Pair Ratio : 0.0414691943127962
Reciprocated Edge Ratio : 0.0796359499431172
Connected Components : 444
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 6777
Maximum Edges in a Connected Component : 27327
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.010361
Graph Density : 0.000207856257111805
Modularity : 0.387402
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,965 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 Sunday, 23 May 2021 at 22:48 UTC.
The requested start date was Sunday, 23 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 11-day, 3-hour, 32-minute period from Tuesday, 11 May 2021 at 20:22 UTC to Saturday, 22 May 2021 at 23:55 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 : GraphServerTwitterSearch
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:
[192] science,research [186] science,communication [181] research,knowing [181] knowing,everything [181] everything,looking [181] looking,smart [181] smart,being [181] being,'better' [181] 'better',others [181] others,working Top Word Pairs in Tweet in G1:
[72] michelle_cruk,ukri_ceo [68] jeremyfarrar,michelle_cruk [53] reneebleau,suzanne_garrett [52] braincures,do_kinder [51] psychmh,tracyboylin [50] braincures,jeremyfarrar [49] thepeopleshubuk,delusionalacad1 [49] jeremyfarrar,ukri_ceo [46] suzanne_garrett,marikasboros [45] morimahmoudi,academicparity Top Word Pairs in Tweet in G2:
[52] science,communication [37] #scicomm,#storytelling [33] #scientists,#journalists [29] #museums,#socialmedia [26] big,news [26] toolkits,available [26] #journalists,#museums [25] learn,use [25] use,#sciart [25] #sciart,specifically Top Word Pairs in Tweet in G3:
[28] science,communication [26] trying,make [26] make,list [26] list,women [26] women,journalists [26] journalists,cover [26] cover,science [26] science,beat [26] beat,indian [26] indian,regional Top Word Pairs in Tweet in G4:
[170] science,research [169] research,knowing [169] knowing,everything [169] everything,looking [169] looking,smart [169] smart,being [169] being,'better' [169] 'better',others [169] others,working [169] working,help Top Word Pairs in Tweet in G5:
[58] #dhpsp,#scicomm [43] #gratitude,#dhpsp [27] #inpst,#scicomm [24] #gratitude,#inpst [16] #scicomm,#npmnd [16] _atanas_,#gratitude [16] climate,change [15] #scicomm,#scicomm [13] #npmnd,#inpst [12] dhpsp,#gratitude Top Word Pairs in Tweet in G6:
[127] hey,#sciencetwitter [127] #sciencetwitter,participate [127] participate,#scicomm [127] #scicomm,challenge [127] challenge,quote [127] quote,retweet [127] retweet,video [127] video,platform [126] ravenscimaven,hey [12] fortunate,phaka Top Word Pairs in Tweet in G7:
[36] #scicomm,#openscience [18] climate,change [16] key,papers [16] papers,creating [16] creating,adequate [16] adequate,figures [16] figures,scientific [16] scientific,publications [16] publications,write4research [16] write4research,#scicomm Top Word Pairs in Tweet in G8:
[76] results,#paleostream [74] joschuaknuppe,results [70] #paleoart,#dinosaurs [67] #paleostream,abyssosaurus [67] abyssosaurus,dimorphodon [67] dimorphodon,palaeophis [67] palaeophis,tlatolophis [67] tlatolophis,#paleoart [66] #dinosaurs,#pterosaur [30] project,animalia Top Word Pairs in Tweet in G9:
[5] #science,#scicomm [4] #scicomm,#sciart [3] #scicomm,#science [3] #presentations,#presentation [3] #presentation,#scicomm [3] #scicomm,#medwiss [3] #medwiss,#medicalaffairs [3] #medicalaffairs,#medicalmarketing [3] #medicalmarketing,#medical [3] #medical,#marketing Top Word Pairs in Tweet in G10:
[33] scicomm,final [33] final,made [33] made,infographic [33] infographic,spanish [33] spanish,vaccines [33] vaccines,hope [33] hope,distribute [32] carla_alumine,scicomm [32] distribute,worker [18] tragedy,#scicomm Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
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:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: