The graph represents a network of 3,554 Twitter users whose recent tweets contained "#SciArt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 19 May 2021 at 23:59 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 44-minute period from Wednesday, 12 May 2021 at 10:49 UTC to Wednesday, 19 May 2021 at 23:34 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 : 3554
Unique Edges : 6065
Edges With Duplicates : 1600
Total Edges : 7665
Number of Edge Types : 5
Retweet : 4061
Tweet : 474
MentionsInRetweet : 2648
Mentions : 449
Replies to : 33
Self-Loops : 504
Reciprocated Vertex Pair Ratio : 0.0194252689035158
Reciprocated Edge Ratio : 0.0381102362204724
Connected Components : 144
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 3188
Maximum Edges in a Connected Component : 7232
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.921066
Graph Density : 0.000502876214366865
Modularity : 0.709787
NodeXL Version : 1.0.1.445
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=-1
Data Import : The graph represents a network of 3,554 Twitter users whose recent tweets contained "#SciArt", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 19 May 2021 at 23:59 UTC.
The tweets in the network were tweeted over the 7-day, 12-hour, 44-minute period from Wednesday, 12 May 2021 at 10:49 UTC to Wednesday, 19 May 2021 at 23:34 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 : TwitterSearch
Graph Term : #SciArt
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[909] #paleoart,#sciart [752] #microscopy,#sciart [612] #cellbiology,#microscopy [310] microscope,#cellbiology [300] animated,version [300] version,gulf [300] gulf,stream [300] stream,sea [300] sea,surface [300] surface,temperatures Top Word Pairs in Tweet in G1:
[822] #paleoart,#sciart [264] book,series [240] south,america [201] parent,devincenzia [201] devincenzia,huge [201] prey,cardiotherium [201] cardiotherium,chicks [200] america,#paleoart [198] finally,close [198] close,finishing Top Word Pairs in Tweet in G2:
[578] #cellbiology,#microscopy [578] #microscopy,#sciart [295] microscope,#cellbiology [250] videoed,microscope [182] cell,videoed [148] galaxies,cells [148] cells,#cellbiology [134] powerhouses,cell [134] cell,mitochondria [131] mitochondria,tracks Top Word Pairs in Tweet in G3:
[95] #sciart,#scicomm [63] #scicomm,#sciart [45] #antarcticlog,series [45] #agublogs,#climatechange [42] #paleoart,#sciart [30] happening,permafrost [30] doodlebugkry,#antarcticlog [30] #sciart,theagu [30] theagu,#agublogs [26] learn,#sciart Top Word Pairs in Tweet in G4:
[289] animated,version [289] version,gulf [289] gulf,stream [289] stream,sea [289] sea,surface [289] surface,temperatures [289] temperatures,oceanographer [289] oceanographer,yesterday [289] yesterday,inspired [289] inspired,moving Top Word Pairs in Tweet in G5:
[141] #neuroart,#science [141] #illustration,#painting [135] #microscopy,#sciart [134] #science,#nerd [134] #art,#geek [134] #sciart,#artist [134] #artist,#fineart [134] #fineart,#illustration [134] #painting,#beautiful [134] #beautiful,#contemporaryart Top Word Pairs in Tweet in G6:
[74] #sciart,#scicomm [52] saturn's,#titan [52] #titan,favourite [52] favourite,solar [52] solar,system [52] system,moon [52] moon,enjoy [52] enjoy,flight [52] flight,hydrocarbon [52] hydrocarbon,landscape Top Word Pairs in Tweet in G7:
[23] fluorescence,friyay [23] friyay,intestine [23] intestine,stained [23] stained,villin [23] villin,p120 [23] p120,vimentin [23] vimentin,#fluorescencefriday [23] #fluorescencefriday,#bioart [23] #bioart,#sciart [21] science,photo Top Word Pairs in Tweet in G8:
[80] #sciart,#sciartsunday [25] #sciartsunday,#animation [25] #animation,#ganymede [25] #ganymede,#jupiter [20] #sciartsunday,#aurora [11] #sciartsunday,#astrophotography [11] #astrophotography,#m16 [11] #m16,#eaglenebula [11] #eaglenebula,#pillarsofcreation [10] working,paper Top Word Pairs in Tweet in G9:
[20] painting,fig [20] fig,paper [20] paper,naturecomms [20] naturecomms,johnsonecology [20] johnsonecology,collaborators [20] collaborators,developed [20] developed,parameterized [20] parameterized,eco [20] eco,evolutionary [20] evolutionary,model Top Word Pairs in Tweet in G10:
[75] project,animalia [69] #sciviz,#scicomm [65] #sciart,#illustration [65] #scicomm,#wildlifeart [58] animalia,365 [58] 365,#sciart [49] #animals,#sciviz [30] #broodx,emerging [30] emerging,missing [30] missing,waiting Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
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: