#sustainablechemistry, Twitter, 8/16/2022 6:20:15 AM, 280163


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#sustainablechemistry_2022-08-15_19-30-00.xlsx
#sustainablechemistry_2022-08-15_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3JUDpR6
@isc3centre
@growen100
@angew_chem
@tandfphysci
@suncochem_eu
@amerchemsociety
@etexcomms
@fermentumbio
@sciup
@bmuv

Top hashtags:
#sustainablechemistry
#greenchemistry
#chemistry
#suncochem
#innovation
#waste

Description:
Description
The graph represents a network of 41 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, 16 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 16 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, 3-hour, 1-minute period from Tuesday, 02 August 2022 at 14:00 UTC to Thursday, 11 August 2022 at 17:02 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 : 41
Unique Edges : 29
Edges With Duplicates : 37
Total Edges : 66
Number of Edge Types : 5
Retweet : 14
MentionsInRetweet : 21
Tweet : 7
Mentions : 23
Replies to : 1
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.111111111111111
Reciprocated Edge Ratio : 0.2
Connected Components : 12
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 18
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.309417
Graph Density : 0.024390243902439
Modularity : 0.529614
NodeXL Version : 1.0.1.503
Data Import : The graph represents a network of 41 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, 16 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 16 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, 3-hour, 1-minute period from Tuesday, 02 August 2022 at 14:00 UTC to Thursday, 11 August 2022 at 17:02 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
[2] http://M.Sc
[1] https://www.youtube.com/channel/UCDJ_JlbvbrXuheRJvE_wyNw
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00152-4
[1] https://www.scientificupdate.com/training_courses/green-chemistry-towards-more-sustainable-synthesis/20221004/
[1] https://www.asynt.com/blog/how-does-a-liquid-nitrogen-generator-work/
[1] https://onlinelibrary.wiley.com/doi/10.1002/anie.202205609
[1] http://www.sciencedirect.com/science/authShare/S0038092X22004807/20220805T100400Z/1?md5=c30c3e2d19532ef3f90d98637ba355f9&dgcid=coauthor

Top URLs in Tweet in G1:
[2] http://M.Sc
[1] https://survey.leuphana.de/index.php/756218?lang=en
[1] https://survey.leuphana.de/index.php/415227?lang=en
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers

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 G4:
[1] https://bit.ly/3pXYp0v

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

Top URLs in Tweet in G6:
[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 G7:
[1] https://onlinelibrary.wiley.com/doi/10.1002/anie.202205609

Top URLs in Tweet in G8:
[1] https://www.acs.org/content/acs/en/meetings/acs-meetings/fall-2022/agenda/keynote-events.html

Top URLs in Tweet in G9:
[1] https://www.scientificupdate.com/training_courses/green-chemistry-towards-more-sustainable-synthesis/20221004/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs43586-022-00152-4

Top URLs in Tweet in G10:
[1] https://www.asynt.com/blog/how-does-a-liquid-nitrogen-generator-work/

Top Domains
Top Domains in Tweet in Entire Graph:
[4] etextilecommunications.com
[2] m.sc
[2] leuphana.de
[1] youtube.com
[1] isc3.org
[1] nature.com
[1] scientificupdate.com
[1] asynt.com
[1] wiley.com
[1] sciencedirect.com

Top Domains in Tweet in G1:
[2] leuphana.de
[2] m.sc
[1] isc3.org

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

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

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

Top Domains in Tweet in G6:
[4] etextilecommunications.com

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

Top Domains in Tweet in G8:
[1] acs.org

Top Domains in Tweet in G9:
[1] scientificupdate.com
[1] nature.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] sustainablechemistry
[5] greenchemistry
[4] chemistry
[3] suncochem
[3] innovation
[3] waste
[3] acsfall2022
[2] science
[2] labequipment
[2] realtimechem



Top Hashtags in Tweet in G1:
[8] sustainablechemistry
[3] innovation
[3] waste
[2] sustainabledevelopment
[1] entrepreneur
[1] startup
[1] sdgs
[1] feminist
[1] genderequality

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] sustainablechemistry
[2] greenchemistry

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

Top Hashtags in Tweet in G6:
[2] textilechemistry
[2] chemicals
[2] dyeing
[2] sustainablechemistry
[2] acquisition
[2] textiles
[2] textileindustry

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[2] ionicliquids
[1] angewandtereview

Top Hashtags in Tweet in G8:
[2] acsfall2022
[1] chemistry
[1] science
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G9:
[3] sustainablechemistry
[2] greenchemistry
[1] acsfall2022
[1] chemistry
[1] science
[1] acs
[1] organicchemistry
[1] processchemistry
[1] nature
[1] labdesign

Top Hashtags in Tweet in G10:
[3] sustainablechemistry
[2] labequipment
[2] realtimechem
[1] liquidnitrogen
[1] ln2
[1] cryogenics
[1] drysyn
[1] laboratoryequipment
[1] chemistry
[1] laboratory

Top Words
Top Words in Tweet in Entire Graph:
[26] #sustainablechemistry
[10] chemistry
[8] sustainable
[7] more
[7] management
[6] 2022
[6] leuphana
[5] environmental
[5] know
[5] project

Top Words in Tweet in G1:
[8] #sustainablechemistry
[7] management
[6] leuphana
[4] 10
[3] exciting
[3] 2022
[3] mba
[3] school
[3] isc3
[3] #innovation

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:
[4] hot
[4] shelf
[4] cranfieldenergy
[4] cranfieldlib
[4] cranfielduni
[4] dopants
[4] play
[4] crucial
[4] role
[4] designing

Top Words in Tweet in G4:
[4] proud
[4] shine
[4] spotlight
[4] journal
[4] chemistry
[4] together
[3] environmental
[3] analytical
[3] collaborate
[2] tandfphysci

Top Words in Tweet in G5:
[5] project
[3] know
[3] more
[3] #suncochem
[3] #sustainablechemistry
[3] consult
[3] videos
[3] including
[2] suncochem_eu

Top Words in Tweet in G6:
[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 G7:
[2] enabling
[2] #sustainablechemistry
[2] #ionicliquids
[2] deep
[2] eutectic
[2] solvents
[2] fad
[2] future
[2] agatemor

Top Words in Tweet in G8:
[2] mark
[2] calendar
[2] kavlifoundationâ
[2] innovations
[2] chemistry
[2] lecture
[2] #acsfall2022
[2] featuring
[2] dr
[2] laura

Top Words in Tweet in G9:
[3] 2022
[3] #sustainablechemistry
[3] chemistry
[2] acs
[2] fall
[2] #greenchemistry
[2] green
[2] online
[2] course
[2] coming

Top Words in Tweet in G10:
[3] asynt
[3] #sustainablechemistry
[2] #labequipment
[2] #realtimechem

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4] proud,shine
[4] shine,spotlight
[4] green,chemistry
[4] hot,shelf
[4] shelf,cranfieldenergy
[4] cranfieldenergy,cranfieldlib
[4] cranfieldlib,cranfielduni
[4] cranfielduni,dopants
[4] dopants,play
[4] play,crucial

Top Word Pairs in Tweet in G1:
[3] isc3,#innovation
[3] #innovation,challenge
[3] challenge,#sustainablechemistry
[3] #sustainablechemistry,#waste
[3] #waste,prevention
[3] prevention,valorisation
[3] valorisation,management
[3] management,10
[2] exciting,news
[2] news,research

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:
[4] hot,shelf
[4] shelf,cranfieldenergy
[4] cranfieldenergy,cranfieldlib
[4] cranfieldlib,cranfielduni
[4] cranfielduni,dopants
[4] dopants,play
[4] play,crucial
[4] crucial,role
[4] role,designing
[4] designing,sustainable

Top Word Pairs in Tweet in G4:
[4] proud,shine
[4] shine,spotlight
[3] together,collaborate
[2] tandfphysci,proud
[2] spotlight,international
[2] international,journal
[2] journal,environmental
[2] environmental,analytical
[2] analytical,chemistry
[2] chemistry,journal

Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[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 Word Pairs in Tweet in G8:
[2] mark,calendar
[2] calendar,kavlifoundationâ
[2] kavlifoundationâ,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 G9:
[2] acs,fall
[2] fall,2022
[2] green,chemistry
[2] chemistry,online
[2] online,course
[2] course,coming
[2] coming,soon
[2] soon,looking
[2] looking,techniques
[2] techniques,strategies

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

Top Replied-To in G6:
@archromagroup

Top Mentioned
Top Mentioned in Entire Graph:
@leuphana
@cranfieldenergy
@cranfieldlib
@cranfielduni
@isc3centre
@asynt
@sagarmjain
@tandfphysci
@suncochem_eu

Top Mentioned in G1:
@leuphana
@isc3centre
@achemaworldwide
@dechema
@giz_gmbh
@bmuv
@umweltbundesamt
@holthausanna
@bymspinstitute

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

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

Top Mentioned in G4:
@tandfphysci

Top Mentioned in G5:
@suncochem_eu

Top Mentioned in G6:
@huntsman_corp

Top Mentioned in G7:
@angew_chem
@univmiami_chem

Top Mentioned in G8:
@amerchemsociety
@gagliardi8

Top Mentioned in G9:
@sciup

Top Mentioned in G10:
@asynt

Top Tweeters
Top Tweeters in Entire Graph:
@profilo3marco
@corradotopi
@yavuzyavuzurgun
@angew_chem
@amerchemsociety
@bmuv
@giz_gmbh
@cecilmania
@umweltbundesamt
@kavlifoundation

Top Tweeters in G1:
@corradotopi
@bmuv
@giz_gmbh
@umweltbundesamt
@dechema
@leuphana
@achemaworldwide
@isc3centre
@oliverolsson_de
@bymspinstitute

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:
@profilo3marco
@yavuzyavuzurgun
@tandfphysci

Top Tweeters in G5:
@iitalk_projects
@hysytech
@suncochem_eu

Top Tweeters in G6:
@etexcomms
@huntsman_corp
@archromagroup

Top Tweeters in G7:
@angew_chem
@cecilmania
@univmiami_chem

Top Tweeters in G8:
@amerchemsociety
@kavlifoundation
@gagliardi8

Top Tweeters in G9:
@sciup
@fermentumbio
@viridischem

Top Tweeters in G10:
@asynt
@asyntkirsty