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#sustainablechemistry_2022-04-11_19-37-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 12, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3rg3rpW
@this0499154500
@isc3centre
@csctbath
@catalysisevent
@mnpca
@dominiqueagust1
@icastinfo
@gw4climate
@h_khanbareh
@monikaaroy

Top hashtags:
#sustainablechemistry
#earthday
#circulareconomy
#greenchemistry

Description:
Description
The graph represents a network of 77 Twitter users whose tweets in the requested range contained "#sustainablechemistry", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 April 2022 at 02:37 UTC.

The requested start date was Tuesday, 12 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 17-hour, 15-minute period from Tuesday, 29 March 2022 at 06:46 UTC to Sunday, 10 April 2022 at 00:01 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


Overall Graph Metrics
Vertices : 77
Unique Edges : 49
Edges With Duplicates : 91
Total Edges : 140
Number of Edge Types : 4
Retweet : 21
MentionsInRetweet : 35
Tweet : 30
Mentions : 54
Self-Loops : 30
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 21
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 84
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.764236
Graph Density : 0.0121326042378674
Modularity : 0.487538
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 77 Twitter users whose tweets in the requested range contained "#sustainablechemistry", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 12 April 2022 at 02:37 UTC.

The requested start date was Tuesday, 12 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 11-day, 17-hour, 15-minute period from Tuesday, 29 March 2022 at 06:46 UTC to Sunday, 10 April 2022 at 00:01 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 : GraphServerTwitterSearch
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[2] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[2] https://twitter.com/isc3centre/status/1471205341853540369
[2] https://ecrn.net/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://twitter.com/susdyechemlab/status/1512942873314009096
[1] https://www.sigmaaldrich.com/US/en/products/chemistry-and-biochemicals/catalysts/organocatalysts?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=63484a519f
[1] https://www.sigmaaldrich.com/US/en/technical-documents/technical-article/analytical-chemistry/green-chemistry-principles?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=7268f16b12
[1] https://www.sigmaaldrich.com/US/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=06de520e3c#greener-alternatives
[1] https://www.sigmaaldrich.com/DE/en/technical-documents/technical-article/chemistry-and-synthesis/cross-coupling/tpgs-750-m?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=a8c6145dc1
[1] https://www.sigmaaldrich.com/US/en/products/chemistry-and-biochemicals/catalysts/organocatalysts?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=c148db6abd
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=50679ca5e5

Top URLs in Tweet in G1:
[2] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[2] https://twitter.com/isc3centre/status/1471205341853540369
[1] https://www.isc3.org/en/service/scientific-platform.html
[1] https://jobs.giz.de/index.php?ac=jobad&id=60406
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html
[1] https://twitter.com/IPCC_CH/status/1511003028706504712
[1] https://www.leuphana.de//en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html
[1] https://twitter.com/isc3centre/status/1493199257318395908
[1] https://jobs.giz.de/index.php?ac=jobad&id=60406&fbclid=IwAR0tptH7rqKMwNuTSb5Iwps5fIY4pSbJDoFMp68bFBHGXG1InLliuN5MZNQ
[1] https://twitter.com/isc3centre/status/1504854650805227528

Top URLs in Tweet in G2:
[2] https://ecrn.net/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://ovgu.b-ite.careers/jobposting/28195a260e33139231b04b639356e0be345bbaca0?ref=homepage
[1] https://twitter.com/UniPadova/status/1510911313328975878
[1] https://www.sigmaaldrich.com/US/en/technical-documents/technical-article/analytical-chemistry/green-chemistry-principles?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=d03935c186
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=484cb63e4a
[1] https://www.sigmaaldrich.com/US/en/products/chemistry-and-biochemicals/catalysts/organocatalysts?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=c474bd05d5
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=1462db8b4b
[1] https://www.sigmaaldrich.com/US/en/products/chemistry-and-biochemicals/catalysts/organocatalysts?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=0cab465a6f
[1] https://www.sigmaaldrich.com/US/en/services/custom-products/small-molecule-library-design?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=22cb234d27
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=d96dec3746

Top URLs in Tweet in G3:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274322
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=273935
[1] https://catalysis-conferences.magnusgroup.org/submit-abstract

Top URLs in Tweet in G4:
[1] https://twitter.com/PolymChem/status/1509508008484782083

Top URLs in Tweet in G5:
[1] https://ed-sdm.univ-toulouse.fr/as/ed/voirproposition.pl?__checksession__=yes&langue=&matricule_prop=41839&site=edsdm

Top URLs in Tweet in G6:
[1] https://www.findaphd.com/phds/?Keywords=castagnolo

Top URLs in Tweet in G7:
[1] https://www.pca.state.mn.us/waste/mn-cup-green-and-sustainable-chemistry-prize

Top URLs in Tweet in G9:
[1] https://twitter.com/susdyechemlab/status/1512942873314009096

Top URLs in Tweet in G10:
[1] https://bit.ly/3pXYp0v

Top Domains
Top Domains in Tweet in Entire Graph:
[22] sigmaaldrich.com
[8] twitter.com
[4] isc3.org
[2] giz.de
[2] ecrn.net
[2] nodexlgraphgallery.org
[1] leuphana.de
[1] bit.ly
[1] findaphd.com
[1] univ-toulouse.fr

Top Domains in Tweet in G1:
[5] twitter.com
[4] isc3.org
[2] giz.de
[1] leuphana.de

Top Domains in Tweet in G2:
[22] sigmaaldrich.com
[2] ecrn.net
[1] b-ite.careers
[1] twitter.com

Top Domains in Tweet in G3:
[2] nodexlgraphgallery.org
[1] magnusgroup.org

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[1] univ-toulouse.fr

Top Domains in Tweet in G6:
[1] findaphd.com

Top Domains in Tweet in G7:
[1] mn.us

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] sustainablechemistry
[21] earthday
[10] circulareconomy
[8] greenchemistry
[8] teammilliporesigma
[7] catalysts
[6] innovationchallenge
[5] solvent
[5] waste
[5] climatereport



Top Hashtags in Tweet in G1:
[8] sustainablechemistry
[6] innovationchallenge
[5] climatereport
[5] change
[3] applynow
[1] scientificpublication
[1] research
[1] renewableenergy
[1] changemaker
[1] sustainabledevelopment

Top Hashtags in Tweet in G2:
[27] sustainablechemistry
[21] earthday
[8] teammilliporesigma
[7] catalysts
[5] solvent
[4] circulareconomy
[4] greenchemistry
[3] teammerck
[2] waste
[2] chemical

Top Hashtags in Tweet in G3:
[7] sustainablechemistry
[4] heterogeneouscatalysis
[2] isc3youthday
[2] waste
[1] applynow
[1] mncup
[1] suncochem
[1] innovation
[1] unitedstates
[1] cat2022

Top Hashtags in Tweet in G4:
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[6] sustainablechemistry
[6] circulareconomy
[1] castres

Top Hashtags in Tweet in G6:
[2] phd
[2] biocatalysis
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G7:
[3] mncup
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] 2022sot
[1] sustainablechemistry
[1] functionalsubstitution

Top Hashtags in Tweet in G9:
[2] newfaculty
[1] newpi
[1] research
[1] chemtwitter
[1] chemistry
[1] dyes
[1] textiles
[1] cosmetics
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G10:
[1] sustainablechemistry
[1] greenchemistry

Top Words
Top Words in Tweet in Entire Graph:
[56] #sustainablechemistry
[21] #earthday
[19] lab
[17] tip
[17] day
[16] more
[10] metal
[10] looking
[10] #circulareconomy
[8] #greenchemistry

Top Words in Tweet in G1:
[8] #sustainablechemistry
[6] #innovationchallenge
[5] leuphana
[5] more
[5] #climatereport
[5] stated
[5] cleary
[5] #change
[5] urgently
[5] needed

Top Words in Tweet in G2:
[27] #sustainablechemistry
[21] #earthday
[17] tip
[17] lab
[17] day
[10] metal
[8] #teammilliporesigma
[7] more
[7] replace
[7] precious

Top Words in Tweet in G3:
[7] #sustainablechemistry
[4] #heterogeneouscatalysis
[3] catalysisevent
[3] wanting
[3] learn
[3] more
[3] join
[3] keynote
[3] speaker
[3] anne

Top Words in Tweet in G4:
[4] papers
[4] free
[4] read
[4] until
[4] guest
[4] edited
[4] antoinebuchard
[4] uniofbath
[4] polymerreaction
[4] monashuni

Top Words in Tweet in G5:
[6] dominiqueagust1
[6] looking
[6] candidat
[6] phd
[6] #sustainablechemistry
[6] #circulareconomy
[6] waiting
[6] funding
[6] response
[5] workingâ

Top Words in Tweet in G6:
[2] #phd
[2] #biocatalysis
[2] open
[2] position
[2] uclchemistry
[2] castagnologroup
[2] join

Top Words in Tweet in G7:
[3] applications
[3] open
[3] 2022
[3] #mncup
[3] excited
[3] sponsor
[3] 10
[3] 000
[3] prize
[3] year

Top Words in Tweet in G9:
[2] rewarding
[2] being
[2] turn
[2] vision
[2] lab
[2] reality
[2] beginning
[2] #newfaculty

Top Words in Tweet in G10:
[2] proud
[2] shine
[2] spotlight
[2] 13
[2] sustainable
[2] green
[2] chemistry
[2] journals
[2] together
[2] collaborate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] #sustainablechemistry,tip
[17] #earthday,lab
[17] lab,day
[7] tip,replace
[7] replace,precious
[7] precious,metal
[7] metal,#catalysts
[7] #catalysts,novel
[7] novel,earth
[7] earth,abundant

Top Word Pairs in Tweet in G1:
[5] #climatereport,stated
[5] stated,cleary
[5] cleary,#change
[5] #change,urgently
[5] urgently,needed
[5] needed,see
[5] see,results
[5] results,last
[5] last,year's
[5] year's,#innovationchallenge

Top Word Pairs in Tweet in G2:
[17] #sustainablechemistry,tip
[17] #earthday,lab
[17] lab,day
[7] tip,replace
[7] replace,precious
[7] precious,metal
[7] metal,#catalysts
[7] #catalysts,novel
[7] novel,earth
[7] earth,abundant

Top Word Pairs in Tweet in G3:
[3] wanting,learn
[3] learn,more
[3] more,#heterogeneouscatalysis
[3] #heterogeneouscatalysis,#sustainablechemistry
[3] #sustainablechemistry,join
[3] join,keynote
[3] keynote,speaker
[3] speaker,anne
[2] #sustainablechemistry,nodexl
[2] nodexl,isc3centre

Top Word Pairs in Tweet in G4:
[4] papers,free
[4] free,read
[4] read,until
[4] until,guest
[4] guest,edited
[4] edited,antoinebuchard
[4] antoinebuchard,uniofbath
[4] uniofbath,polymerreaction
[4] polymerreaction,monashuni
[3] csctbath,papers

Top Word Pairs in Tweet in G5:
[6] looking,candidat
[6] candidat,phd
[6] phd,#sustainablechemistry
[6] #sustainablechemistry,#circulareconomy
[6] #circulareconomy,waiting
[6] waiting,funding
[6] funding,response
[5] dominiqueagust1,looking
[5] response,workingâ

Top Word Pairs in Tweet in G6:
[2] #phd,#biocatalysis
[2] #biocatalysis,open
[2] open,position
[2] position,uclchemistry
[2] uclchemistry,castagnologroup
[2] castagnologroup,join

Top Word Pairs in Tweet in G7:
[3] applications,open
[3] open,2022
[3] 2022,#mncup
[3] #mncup,excited
[3] excited,sponsor
[3] sponsor,10
[3] 10,000
[3] 000,prize
[3] prize,year
[3] year,competition

Top Word Pairs in Tweet in G9:
[2] rewarding,being
[2] being,turn
[2] turn,vision
[2] vision,lab
[2] lab,reality
[2] reality,beginning
[2] beginning,#newfaculty

Top Word Pairs in Tweet in G10:
[2] proud,shine
[2] shine,spotlight
[2] spotlight,13
[2] 13,sustainable
[2] sustainable,green
[2] green,chemistry
[2] chemistry,journals
[2] journals,together
[2] together,collaborate
[2] collaborate,build

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@dominiqueagust1
@leuphana
@mnpca
@csctbath
@antoinebuchard
@uniofbath
@polymerreaction
@monashuni
@dechema

Top Mentioned in G1:
@leuphana
@isc3centre
@dechema
@giz_gmbh
@bmuv
@umweltbundesamt
@kkuemmererlab
@ipcc_ch
@un
@antonioguterres

Top Mentioned in G3:
@catalysisevent
@isc3centre
@this0499154500
@mnpca
@diderbob
@fjs_
@marinahcurry
@francop_nig
@csctbath
@sdgsbot

Top Mentioned in G4:
@antoinebuchard
@uniofbath
@polymerreaction
@monashuni
@csctbath
@bathchem
@uniofbathsci

Top Mentioned in G5:
@dominiqueagust1
@lcc_cnrs
@iuttoulouse3

Top Mentioned in G6:
@uclchemistry
@castagnologroup
@d_castagnolo

Top Mentioned in G7:
@mnpca
@minnesotacup

Top Mentioned in G8:
@lowellcenterma
@sotoxicology

Top Mentioned in G9:
@chemist2dye4

Top Mentioned in G10:
@tandfphysci

Top Tweeters
Top Tweeters in Entire Graph:
@johnsnowmtainer
@energyreferralx
@murugan49569795
@sdgsbot
@un
@uniofbath
@eventcentralme
@vol_de_nuit_333
@uofsc
@mnpca

Top Tweeters in G1:
@johnsnowmtainer
@energyreferralx
@un
@bmuv
@giz_gmbh
@umweltbundesamt
@ipcc_ch
@dechema
@antonioguterres
@gabrielesorg

Top Tweeters in G2:
@ecrnnetwork
@vibhuj
@aprilbauerphd
@chriswozniak
@ajvalliyot
@assuntaromano14
@disc_unipd
@smartprosys
@jlzima
@kv_chem

Top Tweeters in G3:
@sdgsbot
@eventcentralme
@uofsc
@this0499154500
@diderbob
@jungchemiker
@francop_nig
@red_recocat
@catalysisevent
@suncochem_eu

Top Tweeters in G4:
@uniofbath
@monashuni
@uniofbathsci
@csctbath
@polymerreaction
@bathchem
@h_khanbareh
@gw4climate
@antoinebuchard
@icastinfo

Top Tweeters in G5:
@vol_de_nuit_333
@cariouk
@dominiqueagust1
@rluquealvarez
@iuttoulouse3
@wojcieszakr
@lcc_cnrs
@ch_koumpoura

Top Tweeters in G6:
@uclchemistry
@cazknapp
@d_castagnolo
@castagnologroup

Top Tweeters in G7:
@mnpca
@minnesotacup
@marksnydermn_p2
@mnit_services

Top Tweeters in G8:
@sotoxicology
@monikaaroy
@lowellcenterma

Top Tweeters in G9:
@lissathechemist
@chemist2dye4

Top Tweeters in G10:
@murugan49569795
@tandfphysci


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