The graph represents a network of 2,961 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, 30 July 2022 at 00:43 UTC.
The requested start date was Saturday, 30 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 118-day, 20-hour, 26-minute period from Friday, 01 April 2022 at 00:40 UTC to Thursday, 28 July 2022 at 21:07 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 : 2961
Unique Edges : 3659
Edges With Duplicates : 10669
Total Edges : 14328
Number of Edge Types : 5
MentionsInRetweet : 5549
Mentions : 4189
Retweet : 3389
Replies to : 466
Tweet : 735
Self-Loops : 758
Reciprocated Vertex Pair Ratio : 0.0810488676996424
Reciprocated Edge Ratio : 0.149944873208379
Connected Components : 68
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 2789
Maximum Edges in a Connected Component : 14078
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.096604
Graph Density : 0.000724394607373331
Modularity : 0.338131
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,961 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, 30 July 2022 at 00:43 UTC.
The requested start date was Saturday, 30 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 118-day, 20-hour, 26-minute period from Friday, 01 April 2022 at 00:40 UTC to Thursday, 28 July 2022 at 21:07 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:
[436] citizen,science [420] learn,more [334] full,report [306] report,learn [184] read,full [181] remember,check [173] check,full [151] more,#citizenscience [142] citizen,scientists [138] #citsci,#citizenscience Top Word Pairs in Tweet in G1:
[33] #raci2022,#ozchem [29] looking,forward [24] redmapmarine,litterati [23] frogidaus,redmapmarine [22] bennewsome_,inaturalist [22] inaturalist,seekbyinat [22] seekbyinat,gainbioblitz [22] gainbioblitz,frogidaus [19] litterati,tangaroablue [17] #ozchem,#raci2022 Top Word Pairs in Tweet in G2:
[317] learn,more [302] full,report [276] report,learn [260] citizen,science [180] read,full [146] remember,check [141] check,full [135] more,#citizenscience [105] more,cs [99] citizen,scientists Top Word Pairs in Tweet in G3:
[97] happy,#earthday [97] #earthday,find [97] find,contribute [97] contribute,directly [97] directly,life [97] life,scientific [97] scientific,research [97] research,check [96] noaa,happy [57] citizen,science Top Word Pairs in Tweet in G4:
[22] 000,species [21] take,part [21] day,#citynaturechallenge [21] join,#flyfinder [21] #flyfinder,project [21] project,over [21] over,000 [21] species,fly [21] fly,uk [21] uk,fly Top Word Pairs in Tweet in G5:
[11] #citizenscience,#citsci [11] sign,help [11] help,look [11] look,#rustypatchedbumblebee [11] #rustypatchedbumblebee,pineryprovpark [11] pineryprovpark,summer [11] summer,wpcwild911 [11] wpcwild911,last [11] last,known [10] savewildbees,sign Top Word Pairs in Tweet in G6:
[7] citizen,science [7] great,useful [7] useful,meeting [7] meeting,held [7] held,lyon [7] lyon,#inrae [7] #inrae,regarding [7] regarding,enhance [7] enhance,temporary [7] temporary,rivers' Top Word Pairs in Tweet in G7:
[15] mini,conference [10] today,goteborgsuni [8] marine,citizen [8] citizen,science [8] research,vessel [8] #marine,#data [8] #collection,#visualisation [7] goteborgsuni,holds [7] holds,mini [7] conference,marine Top Word Pairs in Tweet in G8:
[33] remember,check [32] learn,more [31] check,full [29] full,report [29] report,learn [18] citizen,science [14] citizen,scientists [14] nächste,woche [13] pilot,projects [13] woche,könnt Top Word Pairs in Tweet in G9:
[42] #citizenscience,apps [21] citizen,science [18] nature's,calendar [16] quick,fact [16] fact,#citizenscience [16] apps,nature's [16] calendar,program [16] program,climatewatch [16] climatewatch,earthwatch_aus [16] earthwatch_aus,already Top Word Pairs in Tweet in G10:
[6] earth,day [5] native,plants [5] extreme,weather [5] weather,events [5] day,trivia [5] trivia,night [4] night,friday [4] friday,april [4] april,26 [4] 26,help 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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