The graph represents a network of 3,814 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:40 UTC.
The tweets in the network were tweeted over the 1559-day, 7-hour, 8-minute period from Friday, 09 November 2018 at 17:42 UTC to Thursday, 16 February 2023 at 00:51 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 : 3814
Unique Edges : 2922
Edges With Duplicates : 9475
Total Edges : 12397
Number of Edge Types : 9
Retweet : 3652
MentionsInRetweet : 5631
Mentions : 1564
Replies to : 184
MentionsInReplyTo : 330
Tweet : 424
MentionsInQuote : 360
Quote : 244
MentionsInQuoteReply : 8
Self-Loops : 814
Reciprocated Vertex Pair Ratio : 0.0616200402267325
Reciprocated Edge Ratio : 0.116086806751636
Connected Components : 310
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 2520
Maximum Edges in a Connected Component : 10073
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.008025
Graph Density : 0.000399235854597834
Modularity : 0.432876
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,814 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:40 UTC.
The tweets in the network were tweeted over the 1559-day, 7-hour, 8-minute period from Friday, 09 November 2018 at 17:42 UTC to Thursday, 16 February 2023 at 00:51 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:
[681] 2023,02 [608] #earthquake,id [507] m5,#earthquake [491] citizen,science [489] raspishakeq,preliminary [480] preliminary,m5 [423] utc,raspishake [294] 02,06 [283] #turkey,2023 [274] #earthquake,recorded Top Word Pairs in Tweet in G1:
[100] #womeninscience,#february11 [89] citizen,science [88] #genderquality,#citizenscience [64] #february11,womenscienceday [51] #citizenscience,means [41] #genderequality,#citizenscience [31] international,day [31] day,women [31] women,girls [30] twitter,conference Top Word Pairs in Tweet in G2:
[262] citizen,science [257] science,project [256] donasascience,helping [256] algorithms,search [256] search,potential [256] project,donasascience [256] newest,citizen [256] ai,algorithms [256] potential,signs [256] train,ai Top Word Pairs in Tweet in G3:
[171] taking,part [154] nature,based [153] well,science [153] part,nature [152] found,taking [152] wildlife,recording [152] study,found [152] recording,good [152] science,study [152] good,well Top Word Pairs in Tweet in G4:
[680] 2023,02 [608] #earthquake,id [507] m5,#earthquake [489] raspishakeq,preliminary [480] preliminary,m5 [423] utc,raspishake [294] 02,06 [283] #turkey,2023 [274] #earthquake,recorded [196] recorded,#raspberryshake Top Word Pairs in Tweet in G5:
[17] citizen,science [17] #citizenscience,projekt [13] #citizenscience,projekts [13] wettbewerb,#aufdieplätzemitforschen [13] #citizenscience,wettbewerb [11] mitforschen,#citizenscience [10] blicken,hinter [10] die,kulissen [10] #arctic,comes [10] over,world Top Word Pairs in Tweet in G6:
[15] working,group [13] #citizenscience,working [11] #wildwednesday,meet [10] občanske,znanosti [10] #openscience,#citizenscience [9] looking,examples [9] data,gbif [9] gbif,inaturalist [9] open,#biodiversity [9] #biodiversity,data Top Word Pairs in Tweet in G7:
[25] thanks,amazing [24] citizen,scientists [21] analysis,data [21] data,2022 [21] 2022,bugs [21] amazing,citizen [21] survey,suggests [21] suggests,alarming [21] bugs,matter [21] kent,analysis Top Word Pairs in Tweet in G8:
[50] free,training [50] experienced,seabirders [50] opportunity,experienced [50] apply,asap [50] considered,#seabirds [50] training,opportunity [50] asap,considered [48] jncc_ukseabirds,free [33] england,wales [33] seabirders,england Top Word Pairs in Tweet in G9:
[20] birds,singing [20] hear,birds [20] pairs,carrying [20] carrying,food [20] habits,see [20] starting,see [20] see,more [20] see,pairs [20] more,signs [20] spring,hear Top Word Pairs in Tweet in G10:
[5] citizen,science [4] learn,more [3] #ecology,#citizenscience [3] citizen,scientist [2] mathematical,archaeology [2] بوجھ,تلے [2] کے,300روز [2] #maths,#mathamatics [2] #citizenscience,project [2] register,water Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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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: