The graph represents a network of 2,600 Twitter users whose recent tweets contained "#sustainablechemistry", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2330-day, 7-hour, 36-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 13 February 2023 at 15:29 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 : 2600
Unique Edges : 2339
Edges With Duplicates : 9322
Total Edges : 11661
Number of Edge Types : 8
Retweet : 2975
MentionsInRetweet : 4528
Mentions : 2131
MentionsInQuote : 534
Tweet : 905
Quote : 383
MentionsInReplyTo : 103
Replies to : 102
Self-Loops : 1353
Reciprocated Vertex Pair Ratio : 0.0724565756823821
Reciprocated Edge Ratio : 0.135122628412772
Connected Components : 204
Single-Vertex Connected Components : 101
Maximum Vertices in a Connected Component : 2142
Maximum Edges in a Connected Component : 10906
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.235305
Graph Density : 0.000639595110545476
Modularity : 0.303713
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,600 Twitter users whose recent tweets contained "#sustainablechemistry", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2330-day, 7-hour, 36-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 13 February 2023 at 15:29 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 : #sustainablechemistry
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:
[468] sustainable,chemistry [234] green,sustainable [172] green,chemistry [163] #greenchemistry,#sustainablechemistry [161] learn,more [155] isc3centre,#sustainablechemistry [152] summer,school [144] #sustainablechemistry,#innovation [131] green,#sustainablechemistry [115] research,green Top Word Pairs in Tweet in G1:
[275] sustainable,chemistry [178] green,sustainable [139] isc3centre,#sustainablechemistry [135] #sustainablechemistry,#innovation [114] current,research [114] gold,#openaccess [114] research,green [114] #openaccess,journal [107] brand,gold [107] chemistry,brand Top Word Pairs in Tweet in G2:
[59] #sustainablechemistry,nodexl [49] #sustainablechemistry,project [48] #sustainablechemistry,tip [42] lab,day [42] #earthday,lab [39] know,more [37] find,more [33] top,hashtags [33] suncochem_eu,#suncochem [33] hashtags,#sustainablechemistry Top Word Pairs in Tweet in G3:
[78] summer,school [57] #greenchemistry,#sustainablechemistry [52] school,#greenchemistry [45] please,spread [44] call,applications [43] open,iupac [43] applications,open [42] opportunity,call [41] iupac,#postgraduate [41] #postgraduate,summer Top Word Pairs in Tweet in G4:
[23] #greenchemistry,#sustainablechemistry [20] #sustainablechemistry,tip [18] lab,day [18] #earthday,lab [15] green,chemistry [10] sustainable,chemistry [8] day,#teammilliporesigma [7] october,27 [7] #sustainablechemistry,#greener [7] chemistry,symposium Top Word Pairs in Tweet in G5:
[87] green,chemistry [65] shine,spotlight [65] proud,shine [63] together,collaborate [62] chemistry,journals [62] sustainable,green [62] tandfphysci,proud [62] 13,sustainable [62] journals,together [62] spotlight,13 Top Word Pairs in Tweet in G6:
[9] team,uantwerpen [9] support,#blueapp [9] opportunity,#microbialcleantech [9] #microbialcleantech,team [9] exciting,job [9] job,opportunity [9] uantwerpen,support [8] siegfried_vla,exciting [8] #blueapp,#sustainablechemi [7] bekvcv,giving Top Word Pairs in Tweet in G7:
[12] described,lars [12] special,collection [12] journals,create [12] create,special [12] used,mechanocatalyzed [12] focusing,eight [12] pd,milling [12] teamed,sister [12] milling,balls [12] collection,focusing Top Word Pairs in Tweet in G8:
[18] #chemjobs,#ecrchat [18] #catalysis,#greenchem [18] #biobased,#sustainablechemistry [18] #sustainablechemistry,#chemjobs [18] #greenchem,#biobased [18] please,#catalysis [17] deuxbeck,please [10] green,sustainable [8] candidat,phd [8] response,working Top Word Pairs in Tweet in G9:
[8] peter,license [8] lithium,sulfate [8] discussed,using [8] professor,peter [8] yesterday,discussed [8] license,cdtsuschem [8] cdtsuschem,bbcemt [8] bbcemt,yesterday [8] using,lithium [8] sulfate,alternative Top Word Pairs in Tweet in G10:
[8] #hydrogen,based [8] established,novel [8] kyushuuniv_en,established [8] strategy,generation [8] novel,strategy [8] generation,highly [7] virtual,open [7] open,house [7] based,energy [6] pharmaceutical,production 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 G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: