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#sustainablechemistry_2022-11-28_19-30-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3UacdBr
@isc3centre
@4sre4
@suncochem_eu
@bekvcv
@vitobelgium
@electrolube
@riccardodisanza
@tandfphysci
@itsm_karursouth
@tonykhleefa123

Top hashtags:
#sustainablechemistry
#startups
#sustainability
#renewableenergy

Description:
Description
The graph represents a network of 156 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, 29 November 2022 at 03:30 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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 8-day, 15-hour, 32-minute period from Tuesday, 15 November 2022 at 19:52 UTC to Thursday, 24 November 2022 at 11:25 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 : 156
Unique Edges : 40
Edges With Duplicates : 286
Total Edges : 326
Number of Edge Types : 4
Mentions : 23
Tweet : 18
Retweet : 138
MentionsInRetweet : 147
Self-Loops : 18
Reciprocated Vertex Pair Ratio : 0.0328947368421053
Reciprocated Edge Ratio : 0.0636942675159236
Connected Components : 14
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 271
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.988557
Graph Density : 0.0064929693961952
Modularity : 0.336028
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 156 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, 29 November 2022 at 03:30 UTC.

The requested start date was Tuesday, 29 November 2022 at 01:01 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 8-day, 15-hour, 32-minute period from Tuesday, 15 November 2022 at 19:52 UTC to Thursday, 24 November 2022 at 11:25 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:
[1] https://www.oxfordglobal.co.uk/green-sustainable-chemistry/?utm_campaign=Sustainability%20Series&utm_content=229315185&utm_medium=social&utm_source=twitter&hss_channel=tw-385885734
[1] https://suncochem.eu/cluster-projects/
[1] https://www.avantium.com/news/avantium-awarded-gold-sustainability-medal-by-ecovadis/
[1] https://www.avantium.com/careers/vacancies/
[1] https://pubs.acs.org/page/achre4/sustainable-polymers?utm_source=pcm&utm_medium=twitter&utm_campaign=PUBS_1022_SLM_AR_achre4_sustainable_polymers_special_issue&src=PUBS_1022_SLM_AR_achre4_sustainable_polymers_special_issue
[1] https://isc3.org/page/gender-sustainable-chemistry/isc3-initiative-on-gender-sustainable-chemistry
[1] https://bit.ly/3vTRaum
[1] https://www.barentz-na.com/us/hii/products/ICT-biobased-surfactants
[1] https://www.tsgconsulting.com/news-detail/sue-bullock-chemical-sustainability/
[1] https://www.youtube.com/watch?v=0yF9ppO2RKQ&list=PLXeIAuV-gx-cals6cBwU5qGWixUxKk1wx&index=7


Top URLs in Tweet in G1:
[1] https://isc3.org/page/gender-sustainable-chemistry/isc3-initiative-on-gender-sustainable-chemistry
[1] https://isc3.org/
[1] https://www.linkedin.com/feed/update/urn:li:activity:6968199368403210241
[1] https://www.isc3.org/webview/2938bbe6-2ed6-4cee-8ae4-8ee5f64b3a2b
[1] https://www.isc3.org/page/news/isc3-brings-start-ups-for-sustainable-chemistry-together

Top URLs in Tweet in G2:
[1] https://suncochem.eu/cluster-projects/

Top URLs in Tweet in G4:
[1] https://bit.ly/2OFHkEC

Top URLs in Tweet in G5:
[1] https://www.tsgconsulting.com/news-detail/sue-bullock-chemical-sustainability/
[1] https://www.barentz-na.com/us/hii/products/ICT-biobased-surfactants
[1] https://www.oxfordglobal.co.uk/green-sustainable-chemistry/?utm_campaign=Sustainability%20Series&utm_content=229315185&utm_medium=social&utm_source=twitter&hss_channel=tw-385885734

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=0yF9ppO2RKQ&list=PLXeIAuV-gx-cals6cBwU5qGWixUxKk1wx&index=7


Top URLs in Tweet in G8:
[1] https://bit.ly/3vTRaum

Top URLs in Tweet in G9:
[1] https://www.avantium.com/news/avantium-awarded-gold-sustainability-medal-by-ecovadis/
[1] https://www.avantium.com/careers/vacancies/

Top URLs in Tweet in G10:
[1] https://pubs.acs.org/page/achre4/sustainable-polymers?utm_source=pcm&utm_medium=twitter&utm_campaign=PUBS_1022_SLM_AR_achre4_sustainable_polymers_special_issue&src=PUBS_1022_SLM_AR_achre4_sustainable_polymers_special_issue

Top Domains
Top Domains in Tweet in Entire Graph:
[4] isc3.org
[3] bit.ly
[2] avantium.com
[1] co.uk
[1] suncochem.eu
[1] acs.org
[1] barentz-na.com
[1] tsgconsulting.com
[1] youtube.com
[1] linkedin.com

Top Domains in Tweet in G1:
[4] isc3.org
[1] linkedin.com

Top Domains in Tweet in G2:
[1] suncochem.eu

Top Domains in Tweet in G4:
[1] bit.ly

Top Domains in Tweet in G5:
[1] tsgconsulting.com
[1] barentz-na.com
[1] co.uk

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

Top Domains in Tweet in G8:
[1] bit.ly

Top Domains in Tweet in G9:
[2] avantium.com

Top Domains in Tweet in G10:
[1] acs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[121] sustainablechemistry
[28] startups
[19] sustainability
[16] renewableenergy
[14] stakeholder
[7] newsletter
[7] news
[6] isc3
[5] road2greenchem
[3] sustainable



Top Hashtags in Tweet in G1:
[94] sustainablechemistry
[26] startups
[17] sustainability
[16] renewableenergy
[14] stakeholder
[7] newsletter
[7] news
[4] isc3
[3] isc3forum
[2] sustainable

Top Hashtags in Tweet in G2:
[5] road2greenchem
[5] sustainablechemistry
[1] suncochem

Top Hashtags in Tweet in G3:
[1] sustainablechemistry
[1] lignovalue
[1] chemistry

Top Hashtags in Tweet in G4:
[5] sustainablechemistry
[1] isc3
[1] tectransfer
[1] changemakers
[1] startups
[1] entrepreneurs

Top Hashtags in Tweet in G5:
[5] sustainablechemistry
[2] sustainability
[1] greenchemistry
[1] webcomic
[1] scicom
[1] gccsigner
[1] regulations
[1] togetherwegofar
[1] greencleaning

Top Hashtags in Tweet in G6:
[1] sgl
[1] sustainablechemistry
[1] realtimechem

Top Hashtags in Tweet in G7:
[1] biobased
[1] electronics
[1] sustainablechemistry

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

Top Hashtags in Tweet in G9:
[2] sustainablechemistry
[1] sustainable
[1] environment
[1] ethics
[1] graduatecareers
[1] greentech

Top Hashtags in Tweet in G10:
[2] polymer
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[123] isc3centre
[121] #sustainablechemistry
[80] needs
[72] isc3
[55] forum
[50] 4th
[41] stakeholder
[40] without
[40] compromising
[40] facilitates

Top Words in Tweet in G1:
[113] isc3centre
[94] #sustainablechemistry
[78] needs
[70] isc3
[52] forum
[50] 4th
[39] ecological
[39] without
[39] present
[39] social

Top Words in Tweet in G2:
[10] cluster
[5] #sustainablechemistry
[5] eu
[5] part
[5] formed
[5] #road2greenchem
[5] funded
[5] projects
[4] suncochem_eu

Top Words in Tweet in G3:
[7] scenes
[7] night
[7] look
[7] tonight
[7] behind
[7] students
[7] professionals
[7] bekvcv
[7] together
[7] chemistry

Top Words in Tweet in G4:
[6] isc3centre
[5] #sustainablechemistry
[3] forum
[3] more
[3] chemicals
[3] sdgs
[3] stakeholder
[3] global
[2] isc3
[2] much

Top Words in Tweet in G5:
[5] #sustainablechemistry
[2] fb
[2] #sustainability
[2] flexiclean
[2] key

Top Words in Tweet in G8:
[6] chemistry
[3] top
[3] sustainable
[3] advancements
[3] announcements
[3] green
[3] latest
[3] journal
[3] come
[3] field

Top Words in Tweet in G9:
[2] #sustainablechemistry

Top Words in Tweet in G10:
[3] chemical
[2] accounts
[2] issue
[2] efforts
[2] sustainability
[2] check
[2] highlighting
[2] recent
[2] special
[2] #polymer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[50] 4th,isc3
[41] stakeholder,forum
[40] needs,present
[40] without,compromising
[40] social,economic
[40] ecological,social
[40] compromising,ecological
[40] economic,needs
[40] present,without
[40] #sustainablechemistry,facilitates

Top Word Pairs in Tweet in G1:
[50] 4th,isc3
[39] facilitates,needs
[39] social,economic
[39] present,without
[39] ecological,social
[39] without,compromising
[39] #sustainablechemistry,facilitates
[39] compromising,ecological
[39] economic,needs
[39] needs,present

Top Word Pairs in Tweet in G2:
[5] cluster,eu
[5] cluster,formed
[5] #sustainablechemistry,projects
[5] funded,#sustainablechemistry
[5] eu,funded
[5] #road2greenchem,cluster
[5] projects,cluster
[5] part,#road2greenchem
[4] suncochem_eu,part

Top Word Pairs in Tweet in G3:
[7] chemistry,students
[7] behind,scenes
[7] together,bekvcv
[7] professionals,behind
[7] giving,chemistry
[7] bekvcv,giving
[7] scenes,look
[7] students,professionals
[7] tonight,night
[7] night,together

Top Word Pairs in Tweet in G4:
[3] stakeholder,forum
[2] today,mr
[2] young,people
[2] stay,within
[2] unenvironment,told
[2] within,plenatary
[2] minimising,adverse
[2] help,stay
[2] #sustainablechemistry,gt
[2] thank,very

Top Word Pairs in Tweet in G5:
[2] flexiclean,fb

Top Word Pairs in Tweet in G8:
[3] journal,announcements
[3] chemistry,journal
[3] announcements,come
[3] sustainable,chemistry
[3] field,advancements
[3] green,chemistry
[3] advancements,sustainable
[3] chemistry,field
[3] top,latest
[3] latest,green

Top Word Pairs in Tweet in G10:
[2] special,issue
[2] issue,accounts
[2] chemical,research
[2] efforts,#polymer
[2] accounts,chemical
[2] highlighting,recent
[2] recent,efforts
[2] research,highlighting
[2] check,special
[2] #polymer,sustainability

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@bekvcv
@vitobelgium
@suncochem_eu
@saschagabizon
@tandfphysci
@csir_wri
@isc3barth
@unenvironment
@upcatalyst1

Top Mentioned in G1:
@isc3centre
@saschagabizon
@upcatalyst1
@isc3barth
@cb_udec
@udeconcepcion
@startupchile
@proyecto_qactus

Top Mentioned in G2:
@suncochem_eu
@flowphotochem
@solar2chem
@decadeproject
@ocean_h2020
@recodeh2020

Top Mentioned in G3:
@bekvcv
@vitobelgium

Top Mentioned in G4:
@isc3centre
@unenvironment
@isc3barth
@eu_echa
@freitag4future

Top Mentioned in G6:
@sygnaturediscov
@groupprocter
@uomchemistry

Top Mentioned in G7:
@smtaintl
@whatsnewinelec
@macdermidalpha

Top Mentioned in G8:
@tandfphysci

Top Mentioned in G9:
@ecovadis

Top Mentioned in G10:
@amerchemsociety

Top Tweeters
Top Tweeters in Entire Graph:
@tanolanus2
@sjmlik
@ne_ober
@headpointer
@satsahe40444768
@theispas
@astroastraa
@pauljam53835467
@jayapat75254122
@shidvenom

Top Tweeters in G1:
@tanolanus2
@sjmlik
@ne_ober
@headpointer
@satsahe40444768
@theispas
@astroastraa
@pauljam53835467
@jayapat75254122
@shidvenom

Top Tweeters in G2:
@chem_light
@iitalk_projects
@solar2chem
@flowphotochem
@suncochem_eu
@recodeh2020
@ocean_h2020
@decadeproject

Top Tweeters in G3:
@pantonline
@vitobelgium
@waltereevers
@bekvcv
@de_bie_c
@ben_juez
@vanbroekhoven1

Top Tweeters in G4:
@unenvironment
@eu_echa
@freitag4future
@4sre4
@isc3barth

Top Tweeters in G5:
@barentz_na
@ogconferences
@scivera
@heroes21st
@tsgexperts

Top Tweeters in G6:
@uomchemistry
@sygnaturediscov
@riccardodisanza
@groupprocter

Top Tweeters in G7:
@electrolube
@whatsnewinelec
@macdermidalpha
@smtaintl

Top Tweeters in G8:
@yuvarajouri
@tandfphysci
@manojsw43430254

Top Tweeters in G9:
@ecovadis
@avantium

Top Tweeters in G10:
@analioj
@amerchemsociety


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