#sustainablechemistry, Twitter, 8/23/2022 4:48:21 AM, 280569


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#sustainablechemistry_2022-08-22_19-30-00.xlsx
#sustainablechemistry_2022-08-22_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 23, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3ccstSt
@growen100
@isc3centre
@amerchemsociety
@castagnologroup
@sagarmjain
@mandy_stfc
@arccbbc
@suncochem_eu
@tandfphysci
@etexcomms

Top hashtags:
#sustainablechemistry
#greenchemistry
#chemistry
#realtimechem

Description:
Description
The graph represents a network of 45 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, 23 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 23 August 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 9-day, 22-hour, 58-minute period from Tuesday, 09 August 2022 at 09:51 UTC to Friday, 19 August 2022 at 08:50 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 : 45
Unique Edges : 32
Edges With Duplicates : 34
Total Edges : 66
Number of Edge Types : 5
Retweet : 14
MentionsInRetweet : 21
Mentions : 20
Tweet : 10
Replies to : 1
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.027027027027027
Reciprocated Edge Ratio : 0.0526315789473684
Connected Components : 15
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 5
Maximum Edges in a Connected Component : 9
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.993865
Graph Density : 0.0191919191919192
Modularity : 0.58913
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 45 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, 23 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 23 August 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 9-day, 22-hour, 58-minute period from Tuesday, 09 August 2022 at 09:51 UTC to Friday, 19 August 2022 at 08:50 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.etextilecommunications.com/
[2] https://www.etextilecommunications.com/news/archroma-to-acquire-the-textile-effects-business-of-huntsman-corporation/article_a15bd086-17e6-11ed-8824-57ce04c0015c.html
[1] https://www.asynt.com/blog/how-does-a-liquid-nitrogen-generator-work/
[1] https://www.xn--grnechemiesterreich-z6b1j.at/veranstaltungen-gc/a-green-chemical-deal
[1] https://www.isc3.org/page/life-cycle-assessment-for-start-ups
[1] https://arc-cbbc.nl/2022/08/publication-new-reactors-for-co2-free-hydrogen-production-and-podcast-introduction-e1/
[1] https://www.acs.org/content/acs/en/meetings/acs-meetings/fall-2022/agenda/keynote-events.html
[1] https://isc3.org/page/what-we-do
[1] https://www.isc3.org/page/policy-papers
[1] https://twitter.com/JungChemiker/status/1545046704931500032

Top URLs in Tweet in G1:
[1] https://www.isc3.org/page/life-cycle-assessment-for-start-ups
[1] https://www.isc3.org/page/policy-papers
[1] https://twitter.com/JungChemiker/status/1545046704931500032
[1] https://isc3.org/page/what-we-do

Top URLs in Tweet in G3:
[1] http://www.sciencedirect.com/science/authShare/S0038092X22004807/20220805T100400Z/1?md5=c30c3e2d19532ef3f90d98637ba355f9&dgcid=coauthor

Top URLs in Tweet in G5:
[1] https://www.acs.org/content/acs/en/meetings/acs-meetings/fall-2022/agenda/keynote-events.html

Top URLs in Tweet in G7:
[1] https://arc-cbbc.nl/2022/08/publication-new-reactors-for-co2-free-hydrogen-production-and-podcast-introduction-e1/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/channel/UCDJ_JlbvbrXuheRJvE_wyNw

Top URLs in Tweet in G9:
[2] https://www.etextilecommunications.com/
[2] https://www.etextilecommunications.com/news/archroma-to-acquire-the-textile-effects-business-of-huntsman-corporation/article_a15bd086-17e6-11ed-8824-57ce04c0015c.html

Top URLs in Tweet in G10:
[1] https://onlinelibrary.wiley.com/doi/10.1002/anie.202205609

Top Domains
Top Domains in Tweet in Entire Graph:
[4] etextilecommunications.com
[3] isc3.org
[1] asynt.com
[1] xn--grnechemiesterreich-z6b1j.at
[1] arc-cbbc.nl
[1] acs.org
[1] twitter.com
[1] youtube.com
[1] nature.com
[1] scientificupdate.com

Top Domains in Tweet in G1:
[3] isc3.org
[1] twitter.com

Top Domains in Tweet in G3:
[1] sciencedirect.com

Top Domains in Tweet in G5:
[1] acs.org

Top Domains in Tweet in G7:
[1] arc-cbbc.nl

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

Top Domains in Tweet in G9:
[4] etextilecommunications.com

Top Domains in Tweet in G10:
[1] wiley.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] sustainablechemistry
[5] greenchemistry
[4] chemistry
[3] realtimechem
[3] acsfall2022
[3] suncochem
[2] chemlife
[2] labequipment
[2] isc3
[2] directedevolution



Top Hashtags in Tweet in G1:
[4] sustainablechemistry
[2] isc3
[1] startup
[1] sustainability
[1] changemakers
[1] lifecycleassessment
[1] mission

Top Hashtags in Tweet in G2:
[1] co2
[1] chemistry
[1] openaccess
[1] sercymru
[1] eufunds
[1] eufundscymru
[1] sustainablechemistry

Top Hashtags in Tweet in G3:
[1] perovskite
[1] leadfree
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[2] directedevolution
[2] biocatalysis
[2] sustainablechemistry
[1] mscaif
[1] enzymeengineering
[1] cycloprobio
[1] sciencetwitter
[1] horizoneurope

Top Hashtags in Tweet in G5:
[2] acsfall2022
[1] chemistry
[1] science
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G6:
[2] greenchemistry
[2] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] podcast
[1] sustainablechemistry
[1] circularchemistry

Top Hashtags in Tweet in G8:
[3] suncochem
[3] sustainablechemistry

Top Hashtags in Tweet in G9:
[2] textilechemistry
[2] chemicals
[2] dyeing
[2] sustainablechemistry
[2] acquisition
[2] textiles
[2] textileindustry

Top Hashtags in Tweet in G10:
[2] sustainablechemistry
[2] ionicliquids
[1] angewandtereview

Top Words
Top Words in Tweet in Entire Graph:
[26] #sustainablechemistry
[11] chemistry
[9] environmental
[7] analytical
[7] journal
[6] more
[6] 2022
[5] field
[5] international
[5] #greenchemistry

Top Words in Tweet in G1:
[4] check
[4] #sustainablechemistry
[3] young
[3] achemaworldwide
[3] 2022
[3] booth
[2] supported
[2] field
[2] #isc3
[2] jungchemiker

Top Words in Tweet in G2:
[2] delighted
[2] share
[2] perspective
[2] article
[2] front
[2] cover
[2] graphical
[2] abstract
[2] images
[2] drawn

Top Words in Tweet in G3:
[2] hot
[2] shelf
[2] cranfieldenergy
[2] cranfieldlib
[2] cranfielduni
[2] dopants
[2] play
[2] crucial
[2] role
[2] designing

Top Words in Tweet in G4:
[2] picking
[2] right
[2] colonies
[2] #directedevolution
[2] proteins
[2] #biocatalysis
[2] #sustainablechemistry
[2] uclchemistry

Top Words in Tweet in G5:
[2] mark
[2] calendar
[2] kavlifoundation
[2] innovations
[2] chemistry
[2] lecture
[2] #acsfall2022
[2] featuring
[2] dr
[2] laura

Top Words in Tweet in G6:
[7] environmental
[7] analytical
[7] journal
[6] chemistry
[5] international
[3] tandfphysci
[3] top
[3] latest
[3] field
[3] advancements

Top Words in Tweet in G8:
[5] project
[3] know
[3] more
[3] #suncochem
[3] #sustainablechemistry
[3] consult
[3] videos
[3] including
[2] suncochem_eu

Top Words in Tweet in G9:
[2] acquire
[2] textile
[2] effects
[2] business
[2] read
[2] more
[2] #textilechemistry
[2] #chemicals
[2] #dyeing
[2] #sustainablechemistry

Top Words in Tweet in G10:
[2] enabling
[2] #sustainablechemistry
[2] #ionicliquids
[2] deep
[2] eutectic
[2] solvents
[2] fad
[2] future
[2] agatemor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] environmental,analytical
[6] analytical,chemistry
[5] international,journal
[3] top,latest
[3] latest,environmental
[3] chemistry,field
[3] field,advancements
[3] advancements,international
[3] read,more
[3] journal,environmental

Top Word Pairs in Tweet in G1:
[2] check,jungchemiker
[2] jungchemiker,young
[2] young,chemist
[2] chemist,network
[2] network,events
[2] events,during
[2] during,achemaworldwide
[2] achemaworldwide,2022
[2] 2022,booth
[2] booth,achema

Top Word Pairs in Tweet in G2:
[2] delighted,share
[2] share,perspective
[2] perspective,article
[2] article,front
[2] front,cover
[2] cover,graphical
[2] graphical,abstract
[2] abstract,images
[2] images,drawn
[2] drawn,dr

Top Word Pairs in Tweet in G3:
[2] hot,shelf
[2] shelf,cranfieldenergy
[2] cranfieldenergy,cranfieldlib
[2] cranfieldlib,cranfielduni
[2] cranfielduni,dopants
[2] dopants,play
[2] play,crucial
[2] crucial,role
[2] role,designing
[2] designing,sustainable

Top Word Pairs in Tweet in G4:
[2] picking,right
[2] right,colonies
[2] colonies,#directedevolution
[2] #directedevolution,proteins
[2] proteins,#biocatalysis
[2] #biocatalysis,#sustainablechemistry
[2] #sustainablechemistry,uclchemistry

Top Word Pairs in Tweet in G5:
[2] mark,calendar
[2] calendar,kavlifoundation
[2] kavlifoundation,innovations
[2] innovations,chemistry
[2] chemistry,lecture
[2] lecture,#acsfall2022
[2] #acsfall2022,featuring
[2] featuring,dr
[2] dr,laura

Top Word Pairs in Tweet in G6:
[6] environmental,analytical
[6] analytical,chemistry
[5] international,journal
[3] top,latest
[3] latest,environmental
[3] chemistry,field
[3] field,advancements
[3] advancements,international
[3] journal,environmental
[2] tandfphysci,top

Top Word Pairs in Tweet in G8:
[3] know,more
[3] more,#suncochem
[3] #suncochem,#sustainablechemistry
[3] #sustainablechemistry,project
[3] project,consult
[3] consult,videos
[3] videos,including
[2] suncochem_eu,know

Top Word Pairs in Tweet in G9:
[2] acquire,textile
[2] textile,effects
[2] effects,business
[2] read,more
[2] more,#textilechemistry
[2] #textilechemistry,#chemicals
[2] #chemicals,#dyeing
[2] #dyeing,#sustainablechemistry
[2] #sustainablechemistry,#acquisition
[2] #acquisition,#textiles

Top Word Pairs in Tweet in G10:
[2] enabling,#sustainablechemistry
[2] #sustainablechemistry,#ionicliquids
[2] #ionicliquids,deep
[2] deep,eutectic
[2] eutectic,solvents
[2] solvents,fad
[2] fad,future
[2] future,agatemor

Top Replied-To
Top Replied-To in Entire Graph:
@archromagroup

Top Replied-To in G9:
@archromagroup

Top Mentioned
Top Mentioned in Entire Graph:
@tandfphysci
@asynt
@achemaworldwide
@uclchemistry
@kavlifoundation
@jungchemiker
@suncochem_eu
@cranfieldenergy
@cranfieldlib
@cranfielduni

Top Mentioned in G1:
@achemaworldwide
@jungchemiker
@mobiuspbc
@isc3centre

Top Mentioned in G2:
@growen100
@ramaraj83437775
@nildocostachem
@wefowales

Top Mentioned in G3:
@cranfieldenergy
@cranfieldlib
@cranfielduni
@sagarmjain

Top Mentioned in G4:
@uclchemistry
@crotti_michele
@cast
@castagnologroup

Top Mentioned in G5:
@kavlifoundation
@amerchemsociety
@gagliardi8

Top Mentioned in G6:
@tandfphysci

Top Mentioned in G7:
@hadianmorteza
@tueindhoven

Top Mentioned in G8:
@suncochem_eu

Top Mentioned in G9:
@huntsman_corp

Top Mentioned in G10:
@angew_chem
@univmiami_chem

Top Tweeters
Top Tweeters in Entire Graph:
@yavuzyavuzurgun
@angew_chem
@amerchemsociety
@tueindhoven
@cecilmania
@bmklimaschutz
@cuneyttuncer
@kavlifoundation
@sciup
@cranfielduni

Top Tweeters in G1:
@achemaworldwide
@isc3centre
@jungchemiker
@maxmenche
@mobiuspbc

Top Tweeters in G2:
@wefowales
@usw_chem_pharms
@growen100
@nildocostachem
@ramaraj83437775

Top Tweeters in G3:
@cranfielduni
@cranfieldlib
@mandy_stfc
@cranfieldenergy
@sagarmjain

Top Tweeters in G4:
@uclchemistry
@crotti_michele
@castagnologroup
@cast

Top Tweeters in G5:
@amerchemsociety
@kavlifoundation
@jcim_jctc
@gagliardi8

Top Tweeters in G6:
@yavuzyavuzurgun
@cuneyttuncer
@tandfphysci

Top Tweeters in G7:
@tueindhoven
@arccbbc
@hadianmorteza

Top Tweeters in G8:
@iitalk_projects
@hysytech
@suncochem_eu

Top Tweeters in G9:
@etexcomms
@huntsman_corp
@archromagroup

Top Tweeters in G10:
@angew_chem
@cecilmania
@univmiami_chem