The graph represents a network of 1,974 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, 20 November 2021 at 01:12 UTC.
The requested start date was Saturday, 20 November 2021 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 79-day, 0-hour, 53-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Friday, 19 November 2021 at 00:53 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 : 1974
Unique Edges : 2527
Edges With Duplicates : 5870
Total Edges : 8397
Number of Edge Types : 5
Retweet : 1974
MentionsInRetweet : 3346
Mentions : 2483
Replies to : 229
Tweet : 365
Self-Loops : 387
Reciprocated Vertex Pair Ratio : 0.0827976343533042
Reciprocated Edge Ratio : 0.152932795060556
Connected Components : 50
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1779
Maximum Edges in a Connected Component : 8037
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.589851
Graph Density : 0.00108121237517017
Modularity : 0.391948
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,974 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, 20 November 2021 at 01:12 UTC.
The requested start date was Saturday, 20 November 2021 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 79-day, 0-hour, 53-minute period from Wednesday, 01 September 2021 at 00:00 UTC to Friday, 19 November 2021 at 00:53 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:
[403] citizen,science [154] #citizenscience,#citsci [129] read,full [117] science,projects [101] #citsci,#citizenscience [100] learn,more [96] citizen,scientists [94] #citsci,project [89] full,whitepaper [64] whitepaper,learn Top Word Pairs in Tweet in G1:
[34] southern,bioblitz [29] citizen,science [25] great,southern [24] #citizenscience,project [22] let's,talk [21] citscioz,citsci_geek [21] talk,#tech [21] #tech,#wildlife [21] #wildlife,#nature [21] #nature,#conservation Top Word Pairs in Tweet in G2:
[264] citizen,science [127] read,full [110] #citizenscience,#citsci [88] full,whitepaper [87] science,projects [68] learn,more [67] citizen,scientists [63] whitepaper,learn [53] part,citizen [49] take,part Top Word Pairs in Tweet in G3:
[11] citizen,science [11] check,#citsci [10] #citsci,project [10] project,led [10] led,ncstatecnr [10] ncstatecnr,publicsci_ncsu [10] publicsci_ncsu,ncstate_fer [10] ncstate_fer,bradleyallf [10] bradleyallf,called [10] called,sciquest Top Word Pairs in Tweet in G4:
[31] well,done [31] done,rspbscience [31] rspbscience,#puffineers [31] #puffineers,#citsci [31] #citsci,volunteers [31] volunteers,help [31] help,run [31] run,#puffarazzi [31] #puffarazzi,nominated [30] ellingbry,well Top Word Pairs in Tweet in G5:
[22] citsci,india [20] india,2021 [14] 2021,back [14] back,second [14] second,year [14] year,four [14] four,keynote [14] keynote,talks [14] talks,two [14] two,open Top Word Pairs in Tweet in G6:
[22] spotteron,platform [21] #citsci,project [19] #citizenscience,apps [16] spotteron,#citizenscience [14] running,spotteron [13] #citsci,app [11] celebrating,#citizenscience [10] citizen,science [10] citizen,scientist [9] apps,spotteron Top Word Pairs in Tweet in G7:
[47] great,kererū [47] kererū,count [27] #citsci,project [19] count,nz [19] nz,biggest [19] biggest,#citsci [19] project,help [19] help,gather [16] gather,information [16] information,abundance Top Word Pairs in Tweet in G8:
[17] heute,wochen [17] wochen,weit [17] weit,erste [17] erste,digitale [17] digitale,veranstaltung [17] veranstaltung,rappandrea [17] rappandrea,wyss_el [17] wyss_el,geben [17] geben,einblick [16] lbriefarchiv,heute Top Word Pairs in Tweet in G9:
[5] remote,learning [4] deb_k_alex,fimorrison2 [4] fimorrison2,imerinet [4] imerinet,drjoscience [4] drjoscience,citsci_geek [4] citsci_geek,raffeduteach [4] raffeduteach,cass_lowry [4] cass_lowry,thestemazingpro [4] thestemazingpro,marilynfleer [3] rachaellehr,deb_k_alex Top Word Pairs in Tweet in G10:
[38] fedcitsci,#citsci [38] #citsci,#citizenscience [38] #citizenscience,#usgs [31] #mapping,#gis [30] #usgs,#mapping [24] #tnmcorps,fedcitsci [14] points,submitted [14] #gis,#vgi [13] citizen,science [11] #tnmcorps,recognition Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: