#sustainablechemistry, Twitter, 5/3/2022 11:02:03 PM, 275756


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#sustainablechemistry_2022-05-02_19-30-00.xlsx
#sustainablechemistry_2022-05-02_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3FcemXb
@isc3centre
@this0499154500
@viridischem
@ecrnnetwork
@geoffmackey1
@suncochem_eu
@greenchemistr18
@yschmal
@frank_schaap
@nunezdolors

Top hashtags:
#sustainablechemistry
#earthday
#teammilliporesigma

Description:
Description
The graph represents a network of 62 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, 03 May 2022 at 02:30 UTC.

The requested start date was Tuesday, 03 May 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, 14-hour, 55-minute period from Tuesday, 19 April 2022 at 06:36 UTC to Saturday, 30 April 2022 at 21:31 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 : 62
Unique Edges : 36
Edges With Duplicates : 98
Total Edges : 134
Number of Edge Types : 4
Tweet : 39
Mentions : 45
Retweet : 23
MentionsInRetweet : 27
Self-Loops : 39
Reciprocated Vertex Pair Ratio : 0.15
Reciprocated Edge Ratio : 0.260869565217391
Connected Components : 25
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 25
Maximum Edges in a Connected Component : 61
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.042135
Graph Density : 0.01216287678477
Modularity : 0.345678
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 62 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, 03 May 2022 at 02:30 UTC.

The requested start date was Tuesday, 03 May 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, 14-hour, 55-minute period from Tuesday, 19 April 2022 at 06:36 UTC to Saturday, 30 April 2022 at 21:31 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.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html
[2] https://chemistry-europe.onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)1864-564X.hottopic-sustainablechemistry
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275048
[1] https://www.linkedin.com/feed/update/urn:li:share:6925838074409086976
[1] https://www.linkedin.com/feed/update/urn:li:share:6925830963625164800
[1] https://www.sigmaaldrich.com/DE/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=c3fab1eecc
[1] https://us02web.zoom.us/webinar/register/WN_ibZiohMcRJK5uKnTM0Nrpw
[1] https://www.isc3.org/en/news/article/article/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
[1] https://twitter.com/isc3centre/status/1517033871396769792

Top URLs in Tweet in G1:
[1] https://www.sigmaaldrich.com/DE/en/products/analytical-chemistry/analytical-chromatography/solvents?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=095c630c60
[1] https://www.foodpackagingforum.org/news/us-government-calls-for-input-to-define-sustainable-chemistry?utm_campaign&utm_medium=twitter&utm_source=twitter
[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=06c56955ca
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:6922279608184688640
[1] http://biomassmagazine.com/articles/18903/ostp-improves-the-federal-definition-of-undefinedsustainable-chemistryundefined
[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=939f3b90f9
[1] https://www.sigmaaldrich.com/DE/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=7fe025e3c1
[1] https://www.sigmaaldrich.com/US/en/products/analytical-chemistry/analytical-chromatography/solvents?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=1d76ea4c0d
[1] https://www.sigmaaldrich.com/US/en/product/mm/101969?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=68281f013b
[1] https://www.sigmaaldrich.com/US/en/products/chemistry-and-biochemicals/lab-chemicals?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=e05ce5688e

Top URLs in Tweet in G2:
[2] https://www.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html
[1] https://us02web.zoom.us/webinar/register/WN_ibZiohMcRJK5uKnTM0Nrpw
[1] https://www.isc3.org/en/activities/innovation/open-labs-brazil-2021.html
[1] https://us06web.zoom.us/webinar/register/7916504865083/WN_NGd50cUiRliE9CaLroF4iw
[1] https://twitter.com/ANIIuy/status/1516886925608509440
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html?fbclid=IwAR12sqdwTCLITsooZvqXjlZ3vX445_KHV3M2UpNmbzTto29C-mawQrUjszU
[1] https://twitter.com/isc3centre/status/1471205341853540369
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://twitter.com/isc3centre/status/1517033871396769792
[1] https://www.isc3.org/en/news/article/article/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

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275048

Top URLs in Tweet in G4:
[1] https://ecrn.net/event-follow-up-ecrn-conference-waste-as-a-feedstock-for-the-circular-economy-challenges-and-opportunities-for-the-chemical-industry/
[1] https://ecrn.net/event/ecrn-online-conference-waste-as-a-feedstock-for-the-circular-economy-challenges-and-opportunities-for-the-chemical-industry/
[1] https://regione-lombardia.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=regione-lombardia&service=6&rnd=0.4306785519649462&main_url=https%3A%2F%2Fregione-lombardia.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b000000051c7e787929bdcc5ed228433b6b3d4a00998372e4e3e8a5bd97c3ad36c3952482%26siteurl%3Dregione-lombardia%26confViewID%3D224092525223116057%26encryptTicket%3DSDJTSwAAAAX1o5ihtrrQSUIUcW_FyAn_TyhMFOpUOIg0D-A552kXhA2%26
[1] https://ecrn.net/register-now-ecrn-hybrid-event-how-to-bridge-the-skills-gap-to-enable-the-green-and-digital-transformation-of-the-chemical-industry/

Top URLs in Tweet in G5:
[1] https://www.youtube.com/channel/UCDJ_JlbvbrXuheRJvE_wyNw

Top URLs in Tweet in G6:
[1] https://dispersions-resins.basf.com/emea/en/adhesives/sustainable-chemistry.html

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/feed/update/urn:li:share:6925109175270162432

Top URLs in Tweet in G8:
[2] https://chemistry-europe.onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)1864-564X.hottopic-sustainablechemistry

Top URLs in Tweet in G9:
[1] https://okt.to/5W7MF0

Top URLs in Tweet in G10:
[1] https://www.sigmaaldrich.com/DE/en/campaigns/biorenewable-solvents?utm_source=twitter&utm_medium=social-media&utm_campaign=everyonesocial&es_id=f2e01e2fce
[1] https://www.sigmaaldrich.com/US/en/products/analytical-chemistry/analytical-chromatography/solvents?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=07c3d24ef3
[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=dcf1ffb54c

Top Domains
Top Domains in Tweet in Entire Graph:
[22] sigmaaldrich.com
[4] linkedin.com
[4] isc3.org
[4] twitter.com
[3] ecrn.net
[2] zoom.us
[2] leuphana.de
[2] wiley.com
[2] nodexlgraphgallery.org
[1] greenchemistry-toolkit.org

Top Domains in Tweet in G1:
[19] sigmaaldrich.com
[3] linkedin.com
[1] foodpackagingforum.org
[1] biomassmagazine.com
[1] instagram.com
[1] greenchemistry-toolkit.org

Top Domains in Tweet in G2:
[4] isc3.org
[4] twitter.com
[2] zoom.us
[2] leuphana.de

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

Top Domains in Tweet in G4:
[3] ecrn.net
[1] webex.com

Top Domains in Tweet in G5:
[1] youtube.com

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

Top Domains in Tweet in G7:
[1] linkedin.com

Top Domains in Tweet in G8:
[2] wiley.com

Top Domains in Tweet in G9:
[1] okt.to

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] sustainablechemistry
[24] earthday
[13] teammilliporesigma
[10] greenchemistry
[9] circulareconomy
[8] teammerck
[8] waste
[6] sustainability
[6] chemical
[6] industry



Top Hashtags in Tweet in G1:
[28] sustainablechemistry
[18] earthday
[10] teammilliporesigma
[8] teammerck
[6] greenchemistry
[5] sustainability
[3] packagingwaste
[3] chemistry
[3] silicagel
[2] research

Top Hashtags in Tweet in G2:
[10] sustainablechemistry
[5] scientificequipment
[5] labspace
[2] innovationchallenge
[1] tenobjectives
[1] senai
[1] chemicalleasing
[1] biocides
[1] uruguay
[1] apply

Top Hashtags in Tweet in G3:
[3] sustainablechemistry
[1] earthday
[1] teammilliporesigma
[1] greenchemistry

Top Hashtags in Tweet in G4:
[8] waste
[8] circulareconomy
[6] chemical
[6] industry
[4] ecrn
[4] feedstock
[4] sustainablechemistry
[1] european
[1] vocational
[1] skills

Top Hashtags in Tweet in G5:
[3] suncochem
[3] youtube
[1] sustainablechemistry

Top Hashtags in Tweet in G6:
[1] sustainability
[1] sustainablechemistry
[1] adhesives
[1] supplier

Top Hashtags in Tweet in G7:
[2] sumat
[2] materialsmodelling
[1] materialsmodeling
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[2] sustainablechemistry
[2] greenchemistry

Top Hashtags in Tweet in G9:
[2] earthday
[1] greenchemistry
[1] flowchemistry
[1] biocatalysis
[1] photoredox
[1] greenmt
[1] sustainablechemistry

Top Hashtags in Tweet in G10:
[4] sustainablechemistry
[3] earthday
[2] packagingwaste
[2] teammilliporesigma
[1] solvent
[1] smallmolecule

Top Words
Top Words in Tweet in Entire Graph:
[55] #sustainablechemistry
[24] #earthday
[21] day
[19] tip
[19] lab
[14] more
[13] #teammilliporesigma
[12] sustainable
[12] event
[11] waste

Top Words in Tweet in G1:
[28] #sustainablechemistry
[18] #earthday
[16] lab
[15] tip
[15] day
[10] #teammilliporesigma
[9] alternatives
[8] #teammerck
[6] sustainable
[6] #greenchemistry

Top Words in Tweet in G2:
[10] #sustainablechemistry
[7] economy
[7] isc3centre
[6] dechema
[6] isc3
[6] more
[5] giz_gmbh
[5] leuphana
[5] bmuv
[5] umweltbundesamt

Top Words in Tweet in G3:
[3] this0499154500
[3] #sustainablechemistry
[2] nodexl
[2] isc3centre
[2] csctbath
[2] dominiqueagust1

Top Words in Tweet in G4:
[12] event
[8] #waste
[8] #circulareconomy
[7] ecrnnetwork
[6] #chemical
[6] #industry
[5] ecrn
[4] missed
[4] #ecrn
[4] #feedstock

Top Words in Tweet in G5:
[6] more
[3] #suncochem
[3] videos
[3] find
[3] project
[3] #youtube
[3] channel
[3] know
[3] latest
[2] suncochem_eu

Top Words in Tweet in G6:
[3] biomass
[3] balance
[3] basfs
[3] unique
[3] approach
[3] source
[3] materials
[3] used
[3] production
[3] products

Top Words in Tweet in G7:
[2] watch
[2] documentary
[2] #sumat
[2] project
[2] thursday
[2] 2022
[2] kanaal
[2] canal
[2] #materialsmodelling

Top Words in Tweet in G8:
[2] sustainable
[2] chemistry
[2] co
[2] xswvnw0twt
[2] #sustainablechemistry
[2] #greenchemistry

Top Words in Tweet in G9:
[2] honor
[2] #earthday
[2] proud
[2] share
[2] article
[2] process
[2] analytical
[2] technology
[2] pat
[2] powers

Top Words in Tweet in G10:
[4] #sustainablechemistry
[4] tip
[3] #earthday
[3] lab
[3] day
[2] ready
[2] go
[2] big
[2] 14
[2] cut

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] #sustainablechemistry,tip
[17] #earthday,lab
[17] lab,day
[8] event,#waste
[7] day,#teammilliporesigma
[6] sustainable,chemistry
[6] #chemical,#industry
[5] throughout,value
[5] value,chains
[5] chains,#sustainablechemistry

Top Word Pairs in Tweet in G1:
[15] #sustainablechemistry,tip
[14] #earthday,lab
[14] lab,day
[5] day,#teammerck
[5] day,#teammilliporesigma
[5] throughout,value
[5] value,chains
[5] chains,#sustainablechemistry
[5] chemical,consumption
[5] consumption,waste

Top Word Pairs in Tweet in G2:
[5] need,access
[5] access,#scientificequipment
[5] #scientificequipment,#labspace
[5] #labspace,check
[5] check,factsheet
[5] factsheet,sharing
[5] sharing,economy
[4] #sustainablechemistry,waste
[4] isc3centre,need
[4] economy,#sustainablech

Top Word Pairs in Tweet in G3:
[2] #sustainablechemistry,nodexl
[2] nodexl,this0499154500
[2] this0499154500,isc3centre
[2] isc3centre,csctbath
[2] csctbath,dominiqueagust1

Top Word Pairs in Tweet in G4:
[8] event,#waste
[6] #chemical,#industry
[4] missed,#ecrn
[4] #ecrn,event
[4] #waste,#feedstock
[4] #feedstock,#circulareconomy
[4] #circulareconomy,summary
[4] summary,speakers
[4] speakers,presentations
[4] presentations,full

Top Word Pairs in Tweet in G5:
[3] #suncochem,videos
[3] videos,find
[3] find,more
[3] more,project
[3] project,#youtube
[3] #youtube,channel
[3] channel,know
[3] know,more
[3] more,latest
[2] suncochem_eu,#suncochem

Top Word Pairs in Tweet in G6:
[3] biomass,balance
[3] balance,basfs
[3] basfs,unique
[3] unique,approach
[3] approach,source
[3] source,materials
[3] materials,used
[3] used,production
[3] production,products
[3] products,renewable

Top Word Pairs in Tweet in G7:
[2] watch,documentary
[2] documentary,#sumat
[2] #sumat,project
[2] project,thursday
[2] thursday,2022
[2] 2022,kanaal
[2] kanaal,canal
[2] canal,#materialsmodelling

Top Word Pairs in Tweet in G8:
[2] sustainable,chemistry
[2] chemistry,co
[2] co,xswvnw0twt
[2] xswvnw0twt,#sustainablechemistry
[2] #sustainablechemistry,#greenchemistry

Top Word Pairs in Tweet in G9:
[2] honor,#earthday
[2] #earthday,proud
[2] proud,share
[2] share,article
[2] article,process
[2] process,analytical
[2] analytical,technology
[2] technology,pat
[2] pat,powers

Top Word Pairs in Tweet in G10:
[4] #sustainablechemistry,tip
[3] #earthday,lab
[3] lab,day
[2] ready,go
[2] go,big
[2] big,#sustainablechemistry
[2] tip,14
[2] 14,cut
[2] cut,down
[2] down,#packagingwaste

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@ecrnnetwork
@dechema
@giz_gmbh
@leuphana
@bmuv
@umweltbundesamt
@unep
@scitechparkpune
@aniiuy

Top Mentioned in G2:
@isc3centre
@dechema
@giz_gmbh
@leuphana
@bmuv
@umweltbundesamt
@unep
@scitechparkpune
@aniiuy
@clustermarket

Top Mentioned in G3:
@this0499154500
@isc3centre
@csctbath
@dominiqueagust1
@monika
@monikaaroy
@tandfphysci
@heroes21st
@aapscdt
@compchembiobot

Top Mentioned in G4:
@ecrnnetwork
@yschmal
@lieventop
@nunezdolors
@frank_schaap

Top Mentioned in G5:
@suncochem_eu

Top Mentioned in G6:
@geoffmackey1

Top Mentioned in G7:
@f_tielens

Top Mentioned in G8:
@angew_chem

Top Mentioned in G9:
@mettlertoledo

Top Mentioned in G10:
@aguillermo6

Top Tweeters
Top Tweeters in Entire Graph:
@compchembiobot
@angew_chem
@unep
@crowleygroup
@this0499154500
@bmuv
@monika
@giz_gmbh
@aniiuy
@umweltbundesamt

Top Tweeters in G1:
@fpffoundation
@gaochfscientist
@fermentumbio
@madelineallen11
@jlzima
@itschemistchris
@ionicpisa
@kv_chem
@learneranduser
@susdyechemlab

Top Tweeters in G2:
@unep
@bmuv
@giz_gmbh
@aniiuy
@umweltbundesamt
@dechema
@leuphana
@clustermarket
@juliana_lvidal
@twingbermuehle

Top Tweeters in G3:
@compchembiobot
@this0499154500
@monika
@dominiqueagust1
@csctbath
@tandfphysci
@viridischem
@monikaaroy
@aapscdt
@heroes21st

Top Tweeters in G4:
@nunezdolors
@ecrnnetwork
@folcolupo
@yschmal
@lieventop
@frank_schaap

Top Tweeters in G5:
@lujanmejias
@hysytech
@suncochem_eu

Top Tweeters in G6:
@geoffmackey1
@basf_ukandi_md
@basf_ireland

Top Tweeters in G7:
@f_tielens
@ftielens

Top Tweeters in G8:
@angew_chem
@crowleygroup

Top Tweeters in G9:
@chem_flow
@mettlertoledo

Top Tweeters in G10:
@aguillermo6
@zkh_12


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