The graph represents a network of 2,593 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2351-day, 5-hour, 25-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 06 March 2023 at 13:18 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 : 2593
Unique Edges : 2334
Edges With Duplicates : 9316
Total Edges : 11650
Number of Edge Types : 8
Retweet : 2964
MentionsInRetweet : 4514
Mentions : 2137
MentionsInQuote : 541
Tweet : 899
Quote : 387
MentionsInReplyTo : 103
Replies to : 105
Self-Loops : 1348
Reciprocated Vertex Pair Ratio : 0.0733830845771144
Reciprocated Edge Ratio : 0.136732329084589
Connected Components : 204
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 2141
Maximum Edges in a Connected Component : 10906
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.229427
Graph Density : 0.000642012207605472
Modularity : 0.303293
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,593 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2351-day, 5-hour, 25-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 06 March 2023 at 13:18 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:
[474] sustainable,chemistry [232] green,sustainable [172] green,chemistry [165] learn,more [162] #greenchemistry,#sustainablechemistry [155] isc3centre,#sustainablechemistry [154] summer,school [145] #sustainablechemistry,#innovation [128] green,#sustainablechemistry [114] research,green Top Word Pairs in Tweet in G1:
[276] sustainable,chemistry [176] green,sustainable [139] isc3centre,#sustainablechemistry [136] #sustainablechemistry,#innovation [113] current,research [113] gold,#openaccess [113] research,green [113] #openaccess,journal [107] stakeholder,forum [106] brand,gold Top Word Pairs in Tweet in G2:
[59] #sustainablechemistry,nodexl [49] #sustainablechemistry,project [48] #sustainablechemistry,tip [42] #earthday,lab [42] lab,day [40] know,more [38] find,more [33] hashtags,#sustainablechemistry [33] top,hashtags [33] suncochem_eu,#suncochem 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:
[17] #catalysis,#greenchem [17] #sustainablechemistry,#chemjobs [17] #chemjobs,#ecrchat [17] please,#catalysis [17] #biobased,#sustainablechemistry [17] #greenchem,#biobased [16] deuxbeck,please [13] create,special [13] special,collection [13] celebrate,#iybssd2022 Top Word Pairs in Tweet in G5:
[22] #greenchemistry,#sustainablechemistry [20] #sustainablechemistry,tip [18] #earthday,lab [18] lab,day [15] green,chemistry [10] sustainable,chemistry [8] day,#teammilliporesigma [7] november,10 [7] #sustainablechemistry,#greener [7] chemistry,symposium Top Word Pairs in Tweet in G6:
[9] job,opportunity [9] team,uantwerpen [9] support,#blueapp [9] exciting,job [9] opportunity,#microbialcleantech [9] #microbialcleantech,team [9] uantwerpen,support [8] siegfried_vla,exciting [8] #blueapp,#sustainablechemi [7] convert,#co2 Top Word Pairs in Tweet in G7:
[87] green,chemistry [65] proud,shine [65] shine,spotlight [63] together,collaborate [62] collaborate,build [62] spotlight,13 [62] 13,sustainable [62] tandfphysci,proud [62] journals,together [62] sustainable,green Top Word Pairs in Tweet in G8:
[8] professor,peter [8] license,cdtsuschem [8] sustainable,chemistry [8] bbcemt,yesterday [8] cdtsuschem,bbcemt [8] sulfate,alternative [8] peter,license [8] using,lithium [8] lithium,sulfate [8] jessica,onyshko Top Word Pairs in Tweet in G9:
[17] young,scientists [15] honor,young [11] phd,postdoc [11] postdoc,#switzerland [11] masters,phd [11] #switzerland,working [11] #sustainablechemistry,don [11] project,related [11] related,#sustainablechemistry [11] working,project Top Word Pairs in Tweet in G10:
[13] minimising,adverse [13] told,findings [13] mr,achim [13] outlook,ii [13] global,chemicals [13] ii,minimising [13] event,#waste [13] unenvironment,told [13] findings,global [13] halpaap,unenvironment Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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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: