The graph represents a network of 1,622 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, 24 December 2022 at 01:40 UTC.
The requested start date was Saturday, 24 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 113-day, 10-hour, 31-minute period from Thursday, 01 September 2022 at 05:23 UTC to Friday, 23 December 2022 at 15:55 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 : 1622
Unique Edges : 2062
Edges With Duplicates : 5306
Total Edges : 7368
Number of Edge Types : 5
Retweet : 1755
MentionsInRetweet : 3025
Mentions : 2027
Tweet : 386
Replies to : 175
Self-Loops : 395
Reciprocated Vertex Pair Ratio : 0.0982747997535428
Reciprocated Edge Ratio : 0.178962131837307
Connected Components : 72
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1369
Maximum Edges in a Connected Component : 6824
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.306034
Graph Density : 0.00135589378312241
Modularity : 0.368977
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,622 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, 24 December 2022 at 01:40 UTC.
The requested start date was Saturday, 24 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 113-day, 10-hour, 31-minute period from Thursday, 01 September 2022 at 05:23 UTC to Friday, 23 December 2022 at 15:55 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 : 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:
[325] citizen,science [147] #citsci,#citizenscience [111] #citizenscience,#citsci [91] learn,more [85] #citizenscience,project [61] cs,track [58] meet,colleague [56] #citsci,#h2020 [55] read,full [48] project,description Top Word Pairs in Tweet in G1:
[199] citizen,science [77] learn,more [70] #citizenscience,project [64] #citizenscience,#citsci [61] cs,track [58] meet,colleague [56] #citsci,#h2020 [55] #citsci,#citizenscience [54] read,full [48] #h2020,#citsci Top Word Pairs in Tweet in G2:
[30] oh,christmas [30] christmas,beetle [18] citsci_geek,citscioz [17] using,inaturalist [15] ðÿœˆ,anoplognathus [15] lovely,thy [15] great,southern [15] anoplognathus,spp [15] ž,lovely [15] beetle,ž Top Word Pairs in Tweet in G3:
[28] #citsci,#citizenscience [21] seaweed,search [19] citizen,science [18] big,seaweed [15] science,learning [11] young,people [10] english,great [10] 200,people [10] collaboration,gt [10] great,collaboration Top Word Pairs in Tweet in G4:
[32] #citizenscience,apps [12] spotteron,platform [9] quick,fact [9] fact,#citizenscience [9] work,young [9] #citizenscience,complying [9] people,#citizenscience [9] requires,appropriate [9] young,people [9] apps,nature's Top Word Pairs in Tweet in G5:
[42] #dc,#vc [27] #citizenscience,#citsci [18] #vc,#volunteercomputing [16] #citsci,#rechenkraft [16] #vc,#boinc [16] #boinc,#volunteercomputing [14] #volunteercomputing,#boinc [13] #citsci,#citizenscience [13] #distributedcomputing,#citizenscience [12] #volunteercomputing,#citsci Top Word Pairs in Tweet in G6:
[12] help,sharing [12] appreciate,help [12] open,appreciate [12] science,europe [12] still,open [12] europe,still [12] survey,freshwater [12] sharing,survey [12] freshwater,citizen [12] citizen,science Top Word Pairs in Tweet in G7:
[24] #birdnov,#birdnov22 [24] #birdnov22,#indiaves [17] nvgpal79,day [17] 26th,nov [13] #bird,#birds [13] citsci,india [10] salembirds,indiaves [10] join,3rd [10] 3rd,annual [10] annual,citsci Top Word Pairs in Tweet in G8:
[20] open,event [20] ornithology,open [20] 1800,utc [20] citizen,science [20] utc,open [20] today,1800 [20] science,ornithology [20] conference,citizen [20] event,part [20] #bouasm22,conference Top Word Pairs in Tweet in G9:
[27] life,earth [27] much,understand [27] 50,life [27] due,#climatechange [27] understand,use [27] #climatechange,much [27] #speciesonthemove,due [27] approx,50 [27] earth,#speciesonthemove [26] grettapecl,approx Top Word Pairs in Tweet in G10:
[12] instantwild,we've [11] citizen,science [10] #cameratrap,images [10] expertise,needed [8] help,networkrailse [8] iding,expertise [8] we've,loads [8] needed,help [8] images,need [8] need,iding 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:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: