#sustainablechemistry, Twitter, 4/19/2022 5:15:09 AM, 275048


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#sustainablechemistry_2022-04-18_19-37-12.xlsx
#sustainablechemistry_2022-04-18_19-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 19, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3Eqp3oF
@this0499154500
@isc3centre
@csctbath
@dominiqueagust1
@monikaaroy
@tandfphysci
@heroes21st
@aapscdt
@compchembiobot
@viridischem

Top hashtags:
#sustainablechemistry
#earthday
#teammilliporesigma
#greenchemistry

Description:
Description
The graph represents a network of 84 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, 19 April 2022 at 02:37 UTC.

The requested start date was Tuesday, 19 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 10-day, 10-hour, 50-minute period from Tuesday, 05 April 2022 at 04:51 UTC to Friday, 15 April 2022 at 15:42 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 : 84
Unique Edges : 53
Edges With Duplicates : 118
Total Edges : 171
Number of Edge Types : 4
Retweet : 24
MentionsInRetweet : 30
Mentions : 74
Tweet : 43
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0579710144927536
Reciprocated Edge Ratio : 0.10958904109589
Connected Components : 22
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 93
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.690207
Graph Density : 0.0104704532415376
Modularity : 0.406373
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 84 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, 19 April 2022 at 02:37 UTC.

The requested start date was Tuesday, 19 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 10-day, 10-hour, 50-minute period from Tuesday, 05 April 2022 at 04:51 UTC to Friday, 15 April 2022 at 15:42 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:
[3] https://jobs.giz.de/index.php?ac=jobad&id=60406&fbclid=IwAR0tptH7rqKMwNuTSb5Iwps5fIY4pSbJDoFMp68bFBHGXG1InLliuN5MZNQ
[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/
[2] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[2] https://twitter.com/isc3centre/status/1471205341853540369
[2] https://twitter.com/isc3centre/status/1504854650805227528
[1] https://twitter.com/chemukexpo/status/1513405778337665024
[1] https://www.berufsbegleitende-weiterbildung.org/en/booking-portal/engineering-natural-sciences/
[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://www.leuphana.de/en/professional-school/information-for-applicants/information-day.html

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
[2] https://jobs.giz.de/index.php?ac=jobad&id=60406&fbclid=IwAR0tptH7rqKMwNuTSb5Iwps5fIY4pSbJDoFMp68bFBHGXG1InLliuN5MZNQ
[2] https://twitter.com/isc3centre/status/1504854650805227528
[1] https://www.berufsbegleitende-weiterbildung.org/en/booking-portal/engineering-natural-sciences/
[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.isc3.org/en/news/article/article/extended-deadline-call-for-applications-showcasing-impactful-sustainable-chemistry-start-ups-msmes-and-innovators-from-india-in-the-framework-of-the-monthly-webinar-series-sustainable-chemistry-club.html
[1] https://twitter.com/isc3centre/status/1508428378008952840

Top URLs in Tweet in G2:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274721
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274322
[1] https://jobs.giz.de/index.php?ac=jobad&id=60406&fbclid=IwAR0tptH7rqKMwNuTSb5Iwps5fIY4pSbJDoFMp68bFBHGXG1InLliuN5MZNQ

Top URLs in Tweet in G3:
[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
[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=c68ff9ef6e
[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=a50222db19
[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=d37b86c8a7

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

Top URLs in Tweet in G5:
[1] https://bit.ly/3pXYp0v
[1] https://bit.ly/3vTRaum

Top URLs in Tweet in G7:
[1] https://ed-sdm.univ-toulouse.fr/as/ed/voirproposition.pl?__checksession__=yes&langue=&matricule_prop=41839&site=edsdm

Top URLs in Tweet in G8:
[1] https://www.findaphd.com/phds/?Keywords=castagnolo

Top URLs in Tweet in G9:
[1] https://twitter.com/chemukexpo/status/1513405778337665024
[1] https://us02web.zoom.us/webinar/register/7616497021795/WN_kGQ_9fYQQVeWXW_hZzVbOQ

Top URLs in Tweet in G10:
[1] https://www.sigmaaldrich.com/deepweb/assets/sigmaaldrich/marketing/global/documents/123/920/empower-catalog-ca6721en-ms.pdf?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=c3e7ea6f4f
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=6e935b515a
[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=27f022245b
[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=bd26744112
[1] https://www.sigmaaldrich.com/US/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=cb9aef8056#greener-alternatives
[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=912801fd07
[1] https://www.sigmaaldrich.com/DE/en/services/software-and-digital-platforms/synthia-retrosynthesis-software?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=78dc38e16e
[1] https://www.sigmaaldrich.com/US/en/services/software-and-digital-platforms/dozn-tool?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=10bd1ccee0
[1] https://www.sigmaaldrich.com/US/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=787506eb26
[1] https://www.sigmaaldrich.com/DE/en/technical-documents/technical-article/chemistry-and-synthesis/lead-discovery/fragment-based-dna-encoded-library-for-drug-discovery?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=a6743045e8

Top Domains
Top Domains in Tweet in Entire Graph:
[34] sigmaaldrich.com
[11] twitter.com
[5] isc3.org
[4] leuphana.de
[4] giz.de
[2] ecrn.net
[2] nodexlgraphgallery.org
[2] bit.ly
[1] berufsbegleitende-weiterbildung.org
[1] zoom.us

Top Domains in Tweet in G1:
[8] twitter.com
[5] isc3.org
[4] leuphana.de
[3] giz.de
[1] berufsbegleitende-weiterbildung.org

Top Domains in Tweet in G2:
[2] nodexlgraphgallery.org
[1] giz.de

Top Domains in Tweet in G3:
[16] sigmaaldrich.com

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

Top Domains in Tweet in G5:
[2] bit.ly

Top Domains in Tweet in G7:
[1] univ-toulouse.fr

Top Domains in Tweet in G8:
[1] findaphd.com

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

Top Domains in Tweet in G10:
[18] sigmaaldrich.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] sustainablechemistry
[34] earthday
[14] teammilliporesigma
[11] greenchemistry
[8] waste
[7] solvent
[7] catalysts
[6] circulareconomy
[6] drugdiscovery
[6] teammerck



Top Hashtags in Tweet in G1:
[16] sustainablechemistry
[5] climatereport
[5] change
[5] innovationchallenge
[4] waste
[2] research
[2] changemakers
[2] applynow
[1] education
[1] master

Top Hashtags in Tweet in G2:
[5] sustainablechemistry
[1] earthday
[1] circulareconomy
[1] greenchemistry
[1] applynow
[1] heterogeneouscatalysis
[1] isc3youthday
[1] waste
[1] mncup
[1] 2022sot

Top Hashtags in Tweet in G3:
[18] sustainablechemistry
[15] earthday
[6] teammilliporesigma
[5] solvent
[5] catalysts
[3] greenchemistry
[2] teammerck
[1] smallmolecule
[1] surfactants
[1] chemistry

Top Hashtags in Tweet in G4:
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[2] sustainablechemistry
[2] greenchemistry

Top Hashtags in Tweet in G6:
[1] greenchemistry
[1] sustainablechemistry
[1] engineering
[1] sustainability
[1] climatechange

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[2] circulareconomy
[1] castres

Top Hashtags in Tweet in G8:
[2] phd
[2] biocatalysis
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G9:
[2] greenchemistry
[2] sustainablechemistry

Top Hashtags in Tweet in G10:
[21] sustainablechemistry
[18] earthday
[8] teammilliporesigma
[6] drugdiscovery
[4] teammerck
[2] solvent
[2] catalysts
[2] crosscoupling
[2] surfactants
[1] hdpe

Top Words
Top Words in Tweet in Entire Graph:
[75] #sustainablechemistry
[34] tip
[34] #earthday
[33] lab
[31] day
[22] more
[14] #teammilliporesigma
[11] #greenchemistry
[11] looking
[11] isc3centre

Top Words in Tweet in G1:
[16] #sustainablechemistry
[12] more
[9] leuphana
[8] isc3centre
[6] dechema
[6] giz_gmbh
[6] looking
[6] apply
[5] find
[5] bmuv

Top Words in Tweet in G2:
[5] #sustainablechemistry
[3] isc3centre
[2] nodexl
[2] this0499154500
[2] csctbath
[2] catalysisevent
[2] mnpca
[2] top
[2] hashtags

Top Words in Tweet in G3:
[18] #sustainablechemistry
[15] #earthday
[13] tip
[13] lab
[13] day
[7] metal
[6] #teammilliporesigma
[6] bio
[6] renewable
[5] switch

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

Top Words in Tweet in G5:
[7] chemistry
[5] sustainable
[5] green
[3] tandfphysci
[3] proud
[3] shine
[3] spotlight
[3] 13
[3] journals
[3] together

Top Words in Tweet in G6:
[2] green

Top Words in Tweet in G7:
[2] looking
[2] candidat
[2] phd
[2] #sustainablechemistry
[2] #circulareconomy
[2] waiting
[2] funding
[2] response
[2] dominiqueagust1

Top Words in Tweet in G8:
[2] #phd
[2] #biocatalysis
[2] open
[2] position
[2] uclchemistry
[2] castagnologroup
[2] join

Top Words in Tweet in G9:
[3] chemists
[3] product
[3] developers
[2] thank
[2] chemukexpo
[2] looking
[2] forward
[2] meeting
[2] educators
[2] others

Top Words in Tweet in G10:
[21] #sustainablechemistry
[21] tip
[18] #earthday
[18] lab
[18] day
[8] #teammilliporesigma
[7] chemicals
[6] #drugdiscovery
[5] reduce
[4] bio

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[34] #sustainablechemistry,tip
[31] #earthday,lab
[31] lab,day
[13] day,#teammilliporesigma
[8] find,more
[7] tip,switch
[7] switch,petroleum
[7] petroleum,#solvent
[7] #solvent,nmp
[7] nmp,dmf

Top Word Pairs in Tweet in G1:
[5] find,more
[5] bmuv,umweltbundesamt
[5] #climatereport,stated
[5] stated,cleary
[5] cleary,#change
[5] #change,urgently
[5] urgently,needed
[5] needed,see
[5] see,results
[5] results,last

Top Word Pairs in Tweet in G2:
[2] #sustainablechemistry,nodexl
[2] top,hashtags
[2] hashtags,#sustainablechemistry

Top Word Pairs in Tweet in G3:
[13] #sustainablechemistry,tip
[13] #earthday,lab
[13] lab,day
[5] tip,switch
[5] switch,petroleum
[5] petroleum,#solvent
[5] #solvent,nmp
[5] nmp,dmf
[5] dmf,bio
[5] bio,renewable

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

Top Word Pairs in Tweet in G5:
[5] green,chemistry
[3] proud,shine
[3] shine,spotlight
[3] spotlight,13
[3] 13,sustainable
[3] sustainable,green
[3] chemistry,journals
[3] journals,together
[3] together,collaborate
[3] collaborate,build

Top Word Pairs in Tweet in G7:
[2] looking,candidat
[2] candidat,phd
[2] phd,#sustainablechemistry
[2] #sustainablechemistry,#circulareconomy
[2] #circulareconomy,waiting
[2] waiting,funding
[2] funding,response

Top Word Pairs in Tweet in G8:
[2] #phd,#biocatalysis
[2] #biocatalysis,open
[2] open,position
[2] position,uclchemistry
[2] uclchemistry,castagnologroup
[2] castagnologroup,join

Top Word Pairs in Tweet in G9:
[3] chemists,product
[3] product,developers
[2] thank,chemukexpo
[2] chemukexpo,looking
[2] looking,forward
[2] forward,meeting
[2] meeting,chemists
[2] developers,educators
[2] educators,others
[2] others,interested

Top Word Pairs in Tweet in G10:
[21] #sustainablechemistry,tip
[18] #earthday,lab
[18] lab,day
[8] day,#teammilliporesigma
[4] day,#teammerck
[4] tip,use
[4] tip,save
[4] save,chemicals
[4] chemicals,time
[4] time,costs

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@leuphana
@dechema
@giz_gmbh
@bmuv
@umweltbundesamt
@tandfphysci
@csctbath
@dominiqueagust1
@chemukexpo

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

Top Mentioned in G2:
@isc3centre
@this0499154500
@csctbath
@catalysisevent
@mnpca
@dominiqueagust1
@icastinfo
@gw4climate
@h_khanbareh
@monikaaroy

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

Top Mentioned in G5:
@tandfphysci

Top Mentioned in G6:
@amerchemsociety
@beyondbenign
@unido

Top Mentioned in G7:
@dominiqueagust1
@lcc_cnrs
@iuttoulouse3

Top Mentioned in G8:
@uclchemistry
@castagnologroup
@d_castagnolo

Top Mentioned in G9:
@chemukexpo
@viridischem
@rifminc

Top Mentioned in G10:
@itschemistchris
@kv_chem

Top Tweeters
Top Tweeters in Entire Graph:
@e_nterdiscipl
@johnsnowmtainer
@energyreferralx
@murugan49569795
@sdgsbot
@compchembiobot
@un
@unido
@unep
@uniofbath

Top Tweeters in G1:
@e_nterdiscipl
@johnsnowmtainer
@energyreferralx
@un
@unep
@bmuv
@giz_gmbh
@umweltbundesamt
@ipcc_ch
@dechema

Top Tweeters in G2:
@sdgsbot
@mnpca
@this0499154500
@sotoxicology
@diderbob
@h_khanbareh
@gw4climate
@monikaaroy
@francop_nig
@catalysisevent

Top Tweeters in G3:
@vibhuj
@umeshjnair
@aprilbauerphd
@chriswozniak
@ajvalliyot
@assuntaromano14
@jlzima
@thedeanofthelab
@susdyechemlab
@kap_umt

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

Top Tweeters in G5:
@murugan49569795
@vijayku20743709
@chhannarsahu
@tandfphysci

Top Tweeters in G6:
@unido
@amerchemsociety
@beyondbenign
@heroes21st

Top Tweeters in G7:
@dominiqueagust1
@iuttoulouse3
@wojcieszakr
@lcc_cnrs

Top Tweeters in G8:
@uclchemistry
@cazknapp
@d_castagnolo
@castagnologroup

Top Tweeters in G9:
@chemukexpo
@rifminc
@viridischem

Top Tweeters in G10:
@compchembiobot
@kv_chem
@itschemistchris


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