The graph represents a network of 2,551 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, 19 June 2021 at 00:13 UTC.
The requested start date was Saturday, 19 June 2021 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 77-day, 21-hour, 41-minute period from Thursday, 01 April 2021 at 02:32 UTC to Friday, 18 June 2021 at 00:14 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 : 2551
Unique Edges : 2678
Edges With Duplicates : 7464
Total Edges : 10142
Number of Edge Types : 5
Retweet : 2623
MentionsInRetweet : 4148
Mentions : 2584
Tweet : 540
Replies to : 247
Self-Loops : 576
Reciprocated Vertex Pair Ratio : 0.0751266798854373
Reciprocated Edge Ratio : 0.139754098360656
Connected Components : 78
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 2176
Maximum Edges in a Connected Component : 9439
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.238716
Graph Density : 0.000750186393648012
Modularity : 0.375539
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,551 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, 19 June 2021 at 00:13 UTC.
The requested start date was Saturday, 19 June 2021 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 77-day, 21-hour, 41-minute period from Thursday, 01 April 2021 at 02:32 UTC to Friday, 18 June 2021 at 00:14 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:
[519] citizen,science [117] earth,day [109] looking,something [107] #citsci,#citizenscience [104] teachers,parents [104] parents,students [104] students,looking [104] something,earth [104] day,everyone [104] everyone,home Top Word Pairs in Tweet in G1:
[39] citizen,science [24] citsci_geek,citscioz [20] #citizenscience,#biodiversity [19] ential,medicine [17] citscimonth,citsci_geek [17] such,great [17] great,blog [17] blog,efforts [17] efforts,#citsci [17] #citsci,inaturalist Top Word Pairs in Tweet in G2:
[181] citizen,science [40] #citsci,projects [34] learn,more [33] science,month [28] #citsci,project [25] link,below [24] kids,day [23] check,link [20] #citizenscience,projects [20] tomorrow,morning Top Word Pairs in Tweet in G3:
[115] citizen,science [50] read,article [46] #citizenscience,projects [45] article,find [42] #citizenscience,#citsci [37] #citsci,#citizenscience [33] data,extracted [33] extracted,52 [33] 52,different [33] shows,distribution Top Word Pairs in Tweet in G4:
[25] citizen,science [18] book,place [16] youth,learning [15] taking,place [14] nhm_citsci,nhm_london [13] special,11 [13] 11,00 [13] sharing,nhmla [13] nhmla,#nature [13] #nature,#exploration Top Word Pairs in Tweet in G5:
[41] city,town [40] town,halls [39] 2021,community [35] #citsci,#citizenscience [30] community,#treeschallenge [26] #mapping,#gis [23] #citizenscience,#citsci [22] citizen,science [19] #tnmcorps,fedcitsci [18] mapping,challenge Top Word Pairs in Tweet in G6:
[44] april,#citizensciencemonth [42] citizen,scientists [41] #citizensciencemonth,celebration [41] celebration,ll [41] ll,highlighting [41] highlighting,#citsci [41] #citsci,projects [41] projects,noaa [41] noaa,partners [41] citizen,science Top Word Pairs in Tweet in G7:
[104] teachers,parents [104] parents,students [104] students,looking [104] looking,something [104] something,earth [104] earth,day [104] day,everyone [104] everyone,home [104] home,join [103] wrigleycorners,teachers Top Word Pairs in Tweet in G8:
[69] #digsesh2,#wstc7 [55] ellingbry,#digsesh2 [50] puffin,diet [48] #wstc7,#citsci [48] #citsci,#projectpuffinuk [48] #projectpuffinuk,collecting [48] collecting,puffin [48] diet,data [48] data,2017 [47] 2017,#puffarazzi Top Word Pairs in Tweet in G9:
[27] polli,nation [15] pollinator,monitoring [15] monitoring,season [15] launch,day [15] day,polli [15] nation,resources [15] resources,live [15] live,buzzing [15] buzzing,uk [15] uk,italy Top Word Pairs in Tweet in G10:
[21] study,finds [21] finds,citizens [21] citizens,play [21] play,key [21] key,role [21] role,early [21] early,detection [21] detection,#invasivespecies [21] #invasivespecies,#pests [21] #pests,openaccess 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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