The graph represents a network of 3,035 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, 09 July 2022 at 00:44 UTC.
The requested start date was Saturday, 09 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 128-day, 21-hour, 3-minute period from Tuesday, 01 March 2022 at 04:07 UTC to Friday, 08 July 2022 at 01:11 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 : 3035
Unique Edges : 3649
Edges With Duplicates : 10705
Total Edges : 14354
Number of Edge Types : 5
MentionsInRetweet : 5703
Mentions : 3940
Retweet : 3562
Tweet : 757
Replies to : 392
Self-Loops : 782
Reciprocated Vertex Pair Ratio : 0.0735048446374875
Reciprocated Edge Ratio : 0.136943666355431
Connected Components : 70
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 2807
Maximum Edges in a Connected Component : 13827
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.06087
Graph Density : 0.000697857016416907
Modularity : 0.347983
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,035 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, 09 July 2022 at 00:44 UTC.
The requested start date was Saturday, 09 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 128-day, 21-hour, 3-minute period from Tuesday, 01 March 2022 at 04:07 UTC to Friday, 08 July 2022 at 01:11 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:
[502] citizen,science [392] learn,more [321] full,report [270] report,learn [203] read,full [166] #citsci,#citizenscience [145] remember,check [145] #citizenscience,#citsci [144] citizen,scientists [139] check,full Top Word Pairs in Tweet in G1:
[45] citizen,science [31] looking,forward [31] #raci2022,#ozchem [18] #ml,folk [18] #digitalhumanities,#ai [16] #raci2022,congress [16] #ai,#ml [16] day,#raci2022 [15] #sustainability,#science [15] #citizenscience,project Top Word Pairs in Tweet in G2:
[314] full,report [313] learn,more [291] citizen,science [265] report,learn [199] read,full [141] remember,check [136] check,full [122] more,#citizenscience [110] citizen,scientists [109] more,cs Top Word Pairs in Tweet in G3:
[56] citizen,science [40] #citizenscience,apps [37] learn,more [27] #citsci,projects [23] #citsci,#citizenscience [23] #citsci,project [20] #citizenscience,#citsci [18] spotteron,#citizenscience [16] #citizenscience,projects [16] #citizenscience,app Top Word Pairs in Tweet in G4:
[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 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:
[13] citizen,science [7] mobile,app [7] great,useful [7] useful,meeting [7] meeting,held [7] held,lyon [7] lyon,#inrae [7] #inrae,regarding [7] regarding,enhance [7] enhance,temporary Top Word Pairs in Tweet in G7:
[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 G8:
[13] #marinemammal,research [12] phone,photos [12] photos,videos [12] videos,totally [12] totally,fine [12] fine,helping [12] helping,#marinemammal [12] research,easier [12] easier,think [11] sign,help Top Word Pairs in Tweet in G9:
[48] one,week [48] week,left [48] left,amazing [48] amazing,response [48] response,far [48] far,need [48] need,help [48] help,fill [48] fill,gaps [48] gaps,please Top Word Pairs in Tweet in G10:
[24] publishing,#citizenscience [24] #citizenscience,data [24] data,fight [24] fight,against [24] against,mosquito [24] mosquito,borne [24] borne,diseases [24] diseases,gigablog [24] gigablog,talking [23] gigabytejournal,publishing 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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Top Tweeters in G10: