The graph represents a network of 2,605 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 03:39 UTC.
The tweets in the network were tweeted over the 2569-day, 8-hour, 59-minute period from Monday, 04 January 2016 at 15:05 UTC to Tuesday, 17 January 2023 at 00:04 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 : 2605
Unique Edges : 2341
Edges With Duplicates : 9304
Total Edges : 11645
Number of Edge Types : 8
Retweet : 2960
MentionsInRetweet : 4511
Mentions : 2137
Tweet : 918
Replies to : 100
Quote : 384
MentionsInQuote : 534
MentionsInReplyTo : 101
Self-Loops : 1364
Reciprocated Vertex Pair Ratio : 0.0733648346182542
Reciprocated Edge Ratio : 0.136700648748842
Connected Components : 209
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 2143
Maximum Edges in a Connected Component : 10887
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.242291
Graph Density : 0.00063625722718039
Modularity : 0.295944
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,605 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 1/16/2023 5:00:34 PM. The network was obtained from Twitter on Tuesday, 17 January 2023 at 03:39 UTC.
The tweets in the network were tweeted over the 2569-day, 8-hour, 59-minute period from Monday, 04 January 2016 at 15:05 UTC to Tuesday, 17 January 2023 at 00:04 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:
[466] sustainable,chemistry [229] green,sustainable [174] green,chemistry [162] #greenchemistry,#sustainablechemistry [158] learn,more [155] isc3centre,#sustainablechemistry [152] summer,school [143] #sustainablechemistry,#innovation [131] green,#sustainablechemistry [118] research,green Top Word Pairs in Tweet in G1:
[93] sustainable,chemistry [84] stakeholder,forum [83] isc3centre,#sustainablechemistry [82] 4th,isc3 [68] learn,more [67] isc3,stakeholder [63] social,economic [63] compromising,ecological [63] present,without [63] #sustainablechemistry,facilitates Top Word Pairs in Tweet in G2:
[92] sustainable,chemistry [79] green,#sustainablechemistry [74] #sustainablechemistry,#innovation [62] isc3centre,#sustainablechemistry [52] #sustainablechemistry,project [50] learn,more [49] green,sustainable [44] summer,school [40] #sustainablechemistry,nodexl [38] find,more Top Word Pairs in Tweet in G3:
[74] summer,school [67] #greenchemistry,#sustainablechemistry [52] school,#greenchemistry [51] sustainable,chemistry [45] please,spread [44] call,applications [43] open,iupac [43] applications,open [42] opportunity,call [42] green,chemistry Top Word Pairs in Tweet in G4:
[126] sustainable,chemistry [124] green,sustainable [117] #openaccess,journal [117] gold,#openaccess [117] research,green [117] current,research [110] introducing,current [110] chemistry,brand [110] journal,crgsc [110] crgsc,publishes Top Word Pairs in Tweet in G5:
[25] #greenchemistry,#sustainablechemistry [20] #sustainablechemistry,tip [18] #earthday,lab [18] lab,day [15] green,chemistry [11] sustainable,chemistry [8] day,#teammilliporesigma [7] #sustainablechemistry,#greenchemistry [7] 10,2021 [7] october,27 Top Word Pairs in Tweet in G6:
[17] #chemjobs,#ecrchat [17] #catalysis,#greenchem [17] #biobased,#sustainablechemistry [17] #sustainablechemistry,#chemjobs [17] #greenchem,#biobased [17] please,#catalysis [16] deuxbeck,please [13] special,collection [13] journals,create [13] create,special Top Word Pairs in Tweet in G7:
[19] young,scientists [16] honor,young [11] influence,everyday [11] working,project [11] 1st,center [11] town,#nccrcatalysis [11] #switzerland,working [11] phd,postdoc [11] center,town [11] world,influence Top Word Pairs in Tweet in G8:
[9] sustainable,chemistry [7] convert,#co2 [7] behind,scenes [7] use,biological [7] together,bekvcv [7] processes,convert [7] night,together [7] students,professionals [7] base,chemicals [7] chemicals,look Top Word Pairs in Tweet in G9:
[88] green,chemistry [65] proud,shine [65] shine,spotlight [63] together,collaborate [62] spotlight,13 [62] chemistry,journals [62] sustainable,green [62] 13,sustainable [62] collaborate,build [62] journals,together Top Word Pairs in Tweet in G10:
[20] uclchemistry,work [18] uclchemistry,castagnologroup [17] #biocatalysis,open [17] #phd,#biocatalysis [17] open,position [17] position,uclchemistry [17] castagnologroup,join [16] d_castagnolo,#phd [16] join,internati [11] work,teach Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: