The graph represents a network of 2,707 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 July 2022 at 00:44 UTC.
The requested start date was Saturday, 02 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 121-day, 17-hour, 11-minute period from Tuesday, 01 March 2022 at 04:07 UTC to Thursday, 30 June 2022 at 21:19 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 : 2707
Unique Edges : 3170
Edges With Duplicates : 9280
Total Edges : 12450
Number of Edge Types : 5
Retweet : 3207
MentionsInRetweet : 5075
Replies to : 295
Mentions : 3233
Tweet : 640
Self-Loops : 663
Reciprocated Vertex Pair Ratio : 0.0751040484298146
Reciprocated Edge Ratio : 0.139714939292627
Connected Components : 68
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 2484
Maximum Edges in a Connected Component : 11937
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.184662
Graph Density : 0.000775821137665318
Modularity : 0.352384
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,707 Twitter users whose tweets in the requested range contained "citsci", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 02 July 2022 at 00:44 UTC.
The requested start date was Saturday, 02 July 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 121-day, 17-hour, 11-minute period from Tuesday, 01 March 2022 at 04:07 UTC to Thursday, 30 June 2022 at 21:19 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 : citsci
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:
[496] citizen,science [360] learn,more [292] full,report [241] report,learn [196] read,full [161] #citsci,#citizenscience [141] #citizenscience,#citsci [127] citizen,scientists [119] remember,check [114] check,full Top Word Pairs in Tweet in G1:
[302] citizen,science [290] full,report [279] learn,more [239] report,learn [195] read,full [118] remember,check [113] check,full [106] more,cs [105] more,#citizenscience [97] #citizenscience,#citsci Top Word Pairs in Tweet in G2:
[27] citizen,science [18] #ml,folk [18] #digitalhumanities,#ai [16] #ai,#ml [15] #sustainability,#science [14] jim_salmons,#digitalhumanities [13] #mysciencemay,favourite [13] looking,forward [12] #science,showcase [12] scimelb,unimelbscicomm Top Word Pairs in Tweet in G3:
[92] happy,#earthday [92] #earthday,find [92] find,contribute [92] contribute,directly [92] directly,life [92] life,scientific [92] scientific,research [92] research,check [91] noaa,happy [50] #citizenscience,opportunities Top Word Pairs in Tweet in G4:
[31] citizen,science [27] learn,more [24] #citsci,projects [24] #citsci,#citizenscience [15] #citizenscience,#citsci [15] bscsorg,bscs_fieldscope [14] high,quality [14] quality,data [14] project,data [14] data,collection Top Word Pairs in Tweet in G5:
[22] 000,species [21] day,#citynaturechallenge [21] join,#flyfinder [21] #flyfinder,project [21] project,over [21] over,000 [21] species,fly [21] fly,uk [21] uk,fly [21] fly,flinder Top Word Pairs in Tweet in G6:
[38] #citizenscience,apps [34] citizen,science [21] mini,conference [18] spotteron,#citizenscience [16] #citizenscience,app [15] nature's,calendar [14] science,citizen [13] quick,fact [13] fact,#citizenscience [13] apps,nature's Top Word Pairs in Tweet in G7:
[13] 23rd,26th [13] citsciassoc,know [12] citizen,science [11] learn,more [10] #csci2022,conference [9] effort,manage [9] manage,mosquito [9] mosquito,borne [9] borne,diseases [9] diseases,#citizenscience Top Word Pairs in Tweet in G8:
[76] birds,people [76] people,powering [76] powering,#ornithology [76] 10,11 [76] 11,oct [65] abstracts,citizenscience [65] citizenscience,birds [65] #ornithology,#bouasm22 [65] #bouasm22,10 [65] oct,2022 Top Word Pairs in Tweet in G9:
[13] citizen,science [7] mobile,app [6] use,dryrivers [6] making,citizen [6] science,fun [6] fun,amélie [6] amélie,truchy [6] truchy,amelaqua [6] amelaqua,shows [6] shows,easy Top Word Pairs in Tweet in G10:
[13] challenge,join [13] join,city [13] city,#nature [13] #nature,challenge [13] challenge,2022 [13] 2022,#students [13] #students,april [13] april,29 [13] seeking,year's [13] year's,#citynaturechallenge 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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