The graph represents a network of 3,925 Twitter users whose recent tweets contained "citizenscience", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:41 UTC.
The tweets in the network were tweeted over the 1770-day, 13-hour, 9-minute period from Thursday, 10 May 2018 at 10:50 UTC to Wednesday, 15 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3925
Unique Edges : 3110
Edges With Duplicates : 9728
Total Edges : 12838
Number of Edge Types : 9
Retweet : 3457
MentionsInRetweet : 5096
Replies to : 400
MentionsInReplyTo : 960
Mentions : 1800
MentionsInQuote : 319
Quote : 261
Tweet : 530
MentionsInQuoteReply : 15
Self-Loops : 1020
Reciprocated Vertex Pair Ratio : 0.0672057502246182
Reciprocated Edge Ratio : 0.125947129146321
Connected Components : 275
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 2762
Maximum Edges in a Connected Component : 10739
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.134501
Graph Density : 0.000385606783666738
Modularity : 0.415844
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,925 Twitter users whose recent tweets contained "citizenscience", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 02:41 UTC.
The tweets in the network were tweeted over the 1770-day, 13-hour, 9-minute period from Thursday, 10 May 2018 at 10:50 UTC to Wednesday, 15 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : citizenscience
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:
[523] 2023,03 [501] m5,#earthquake [495] #earthquake,id [445] preliminary,m5 [398] raspishakeq,preliminary [370] citizen,science [278] #earthquake,recorded [240] #citizenscience,project [213] #raspberryshake,#citizenscience [206] seismic,network Top Word Pairs in Tweet in G1:
[183] citizen,science [65] #citizenscience,project [50] open,call [33] #citizenscience,projects [32] final,event [28] around,world [27] ibercivis,seeking [27] world,#citizenscience [25] cos4cloud,final [24] citscimonth,citizen Top Word Pairs in Tweet in G2:
[90] #citizenscience,project [84] related,single [84] #france,#italy [84] #human,#behavior [84] single,use [84] team,conducting [84] #research,#human [84] use,#plastics [84] #behavior,related [84] conducting,#research Top Word Pairs in Tweet in G3:
[152] reposting,staff [152] range,join [152] salary,range [152] lab,manager [152] job,alert [152] scientist,lab [152] higher,salary [152] position,higher [152] alert,reposting [152] staff,research Top Word Pairs in Tweet in G4:
[518] 2023,03 [501] m5,#earthquake [495] #earthquake,id [445] preliminary,m5 [398] raspishakeq,preliminary [278] #earthquake,recorded [212] #raspberryshake,#citizenscience [206] #citizenscience,seismic [206] seismic,network [203] utc,raspishake Top Word Pairs in Tweet in G5:
[33] open,science [17] physical,copy [17] _radicalnursing,jdillardwright [17] book,contributed [17] leadership,_radicalnursing [17] chapter,under [17] copy,book [17] contributed,chapter [17] under,leadership [16] nursepatmacrn,physical Top Word Pairs in Tweet in G6:
[30] nature,map [25] review,paper [24] canberra,nature [19] #citizenscience,#biodiversity [18] #naturemapr,#citizenscience [17] featured,sighting [17] map,featured [15] bird,window [14] citizen,science [14] window,collisions Top Word Pairs in Tweet in G7:
[40] #citizenscience,project [37] water,quality [37] quality,data [37] smartphone,collect [37] use,smartphone [37] today,chesapeake [37] water,watch [37] project,use [37] collect,water [37] chesapeake,water Top Word Pairs in Tweet in G8:
[29] come,join [15] #conservation,projects [15] working,exciting [15] exciting,jobs [15] join,working [15] #citizenscience,#conservation [15] several,exciting [15] exciting,#citizenscience [15] advertised,come [15] jobs,advertised Top Word Pairs in Tweet in G9:
[23] recorded,last [23] occupied,grey [23] grey,heron [23] 10,000 [23] apparently,occupied [23] last,year [23] 000,apparently [23] bto,heronries [23] census,little [23] year,bto Top Word Pairs in Tweet in G10:
[10] kary,mullis [10] dr,kary [7] mullis,aids [6] mtaibbi,stanford [6] stanford,twitter [6] goddeketal,mtaibbi [5] una_alta_volta,nobulls13085098 [5] catwomanvonni,androidbadboy [5] rettalaw2,dbbtom [5] gigi69030829,vttbqw9s3xjpoow Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: