The graph represents a network of 2,603 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2323-day, 10-hour, 51-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 06 February 2023 at 18:44 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 : 2603
Unique Edges : 2346
Edges With Duplicates : 9301
Total Edges : 11647
Number of Edge Types : 8
Retweet : 2972
MentionsInRetweet : 4521
Mentions : 2129
Tweet : 908
Replies to : 102
Quote : 380
MentionsInQuote : 532
MentionsInReplyTo : 103
Self-Loops : 1356
Reciprocated Vertex Pair Ratio : 0.072722759990072
Reciprocated Edge Ratio : 0.135585377140213
Connected Components : 206
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 2144
Maximum Edges in a Connected Component : 10893
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.245224
Graph Density : 0.000638121389527781
Modularity : 0.294895
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,603 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 03:36 UTC.
The tweets in the network were tweeted over the 2323-day, 10-hour, 51-minute period from Tuesday, 27 September 2016 at 07:52 UTC to Monday, 06 February 2023 at 18:44 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:
[469] sustainable,chemistry [234] green,sustainable [173] green,chemistry [161] #greenchemistry,#sustainablechemistry [160] learn,more [155] isc3centre,#sustainablechemistry [152] summer,school [143] #sustainablechemistry,#innovation [133] green,#sustainablechemistry [115] research,green Top Word Pairs in Tweet in G1:
[93] sustainable,chemistry [84] stakeholder,forum [82] 4th,isc3 [81] isc3centre,#sustainablechemistry [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:
[113] summer,school [83] sustainable,chemistry [74] #sustainablechemistry,#innovation [66] isc3centre,#sustainablechemistry [63] #greenchemistry,#sustainablechemistry [57] green,#sustainablechemistry [52] school,#greenchemistry [45] green,sustainable [45] please,spread [45] call,applications Top Word Pairs in Tweet in G3:
[59] #sustainablechemistry,nodexl [49] #sustainablechemistry,project [38] know,more [37] find,more [36] sustainable,chemistry [35] green,#sustainablechemistry [33] top,hashtags [33] suncochem_eu,#suncochem [33] hashtags,#sustainablechemistry [31] learn,more Top Word Pairs in Tweet in G4:
[122] sustainable,chemistry [120] green,sustainable [114] current,research [114] research,green [114] gold,#openaccess [114] #openaccess,journal [107] chemistry,brand [107] introducing,current [107] crgsc,publishes [107] journal,crgsc Top Word Pairs in Tweet in G5:
[23] #greenchemistry,#sustainablechemistry [20] #sustainablechemistry,tip [18] #earthday,lab [18] lab,day [16] green,chemistry [10] sustainable,chemistry [8] day,#teammilliporesigma [7] october,27 [7] learn,more [7] 27,november Top Word Pairs in Tweet in G6:
[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 G7:
[87] 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 G8:
[12] create,special [12] special,collection [12] celebrate,#iybssd2022 [12] teamed,sister [12] eight,different [12] #iybssd2022,teamed [12] collection,focusing [12] focusing,eight [12] sister,journals [12] journals,create Top Word Pairs in Tweet in G9:
[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 G10:
[17] young,scientists [15] honor,young [11] working,project [11] #switzerland,working [11] phd,postdoc [11] postdoc,#switzerland [11] masters,phd [11] project,related [11] don,forget [11] #sustainablechemistry,don 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: