#sustainablechemistry, Twitter, 7/13/2021 5:07:07 AM, 258606


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#sustainablechemistry_2021-07-12_18-50-48.xlsx
#sustainablechemistry_2021-07-12_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 13, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3AWAceU
@isc3centre
@carolientilburg
@growen100
@suncochem_eu
@csctbath
@icheme
@fraunhoferimm
@usw_chem_pharms
@wefowales
@welshgovernment

Top hashtags:
#sustainablechemistry
#electrochemistry
#suncochem
#hiringnow

Description:
Description
The graph represents a network of 56 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, 13 July 2021 at 01:51 UTC.

The requested start date was Tuesday, 13 July 2021 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, 18-hour, 35-minute period from Tuesday, 29 June 2021 at 12:19 UTC to Friday, 09 July 2021 at 06:54 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 : 56
Unique Edges : 37
Edges With Duplicates : 64
Total Edges : 101
Number of Edge Types : 4
Retweet : 23
MentionsInRetweet : 31
Mentions : 36
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0961538461538462
Reciprocated Edge Ratio : 0.175438596491228
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 40
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.585127
Graph Density : 0.0185064935064935
Modularity : 0.491422
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 56 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, 13 July 2021 at 01:51 UTC.

The requested start date was Tuesday, 13 July 2021 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, 18-hour, 35-minute period from Tuesday, 29 June 2021 at 12:19 UTC to Friday, 09 July 2021 at 06:54 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.edudip.com/en/webinar/electrochemistry/1318890
[1] https://jobs.giz.de/index.php?ac=jobad&id=56238
[1] https://twitter.com/brsmeas/status/1413071450718851072
[1] http://scitechpark.org.in/chemistryclub.html/
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] https://www.isc3.org/en/service/media-services/press-releases/isc3-innovation-hub-at-achema-pulse-2021-the-digital-flagship-event-for-the-process-industry-focussing-on-sustainability.html
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/cellugy-fighting-plastic-waste-with-biocellulose.html
[1] https://twitter.com/ChemandWaste/status/1409778917116825603
[1] https://www.isc3.org/en/activities/education.html
[1] https://twitter.com/ACSGCI/status/1412864033951301633

Top URLs in Tweet in G1:
[1] https://jobs.giz.de/index.php?ac=jobad&id=56238
[1] https://twitter.com/isc3centre/status/1399392290486030346
[1] https://twitter.com/isc3centre/status/1412070964259692548
[1] https://twitter.com/ChemandWaste/status/1413089176484925445
[1] https://www.isc3.org/en/activities/education.html
[1] https://twitter.com/ChemandWaste/status/1409778917116825603
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/cellugy-fighting-plastic-waste-with-biocellulose.html
[1] https://www.isc3.org/en/service/media-services/press-releases/isc3-innovation-hub-at-achema-pulse-2021-the-digital-flagship-event-for-the-process-industry-focussing-on-sustainability.html
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] http://scitechpark.org.in/chemistryclub.html/

Top URLs in Tweet in G2:
[1] https://www.csct.ac.uk/icheme-fellowship/

Top URLs in Tweet in G3:
[1] https://twitter.com/ACSGCI/status/1412864033951301633

Top URLs in Tweet in G5:
[1] https://suncochem.eu/deliverables-promotional-materials/

Top URLs in Tweet in G6:
[2] https://www.edudip.com/en/webinar/electrochemistry/1318890
[1] https://www.imm.fraunhofer.de/en/innovation-fields/electrochemical-synthesis.html

Top URLs in Tweet in G7:
[1] https://pubs.acs.org/doi/10.1021/acs.joc.1c00932?cookieSet=1

Top URLs in Tweet in G8:
[1] https://www.edenresearch.com/about/corporate_video.aspx
[1] https://pubs.acs.org/doi/10.1021/acssuschemeng.1c01095?cookieSet=1
[1] https://www.udel.edu/udaily/2021/june/danhui-xin-pyrogenic-carbon-award-winning-environmental-research/

Top URLs in Tweet in G9:
[1] https://twitter.com/HAReeve/status/1412334946119733249

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[3] isc3.org
[2] giz.de
[2] acs.org
[2] edudip.com
[1] org.in
[1] udel.edu
[1] suncochem.eu
[1] fraunhofer.de
[1] edenresearch.com

Top Domains in Tweet in G1:
[5] twitter.com
[3] isc3.org
[2] giz.de
[1] org.in

Top Domains in Tweet in G2:
[1] ac.uk

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

Top Domains in Tweet in G5:
[1] suncochem.eu

Top Domains in Tweet in G6:
[2] edudip.com
[1] fraunhofer.de

Top Domains in Tweet in G7:
[1] acs.org

Top Domains in Tweet in G8:
[1] edenresearch.com
[1] acs.org
[1] udel.edu

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] sustainablechemistry
[6] electrochemistry
[6] suncochem
[4] hiringnow
[4] agriculture
[4] research
[4] microreactor
[3] startupofthemonth
[3] communication
[3] policy



Top Hashtags in Tweet in G1:
[17] sustainablechemistry
[4] hiringnow
[4] agriculture
[3] communication
[3] policy
[3] startupofthemonth
[2] berlinforumchemicals
[2] applynow
[2] innovation
[2] brazilian

Top Hashtags in Tweet in G2:
[1] catalysis
[1] sustainablechemistry
[1] chemtwitter

Top Hashtags in Tweet in G3:
[2] sercymru
[2] greenchemistry
[2] sustainablechemistry

Top Hashtags in Tweet in G4:
[2] chemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[6] suncochem
[6] sustainablechemistry
[1] co2emissions
[1] renewableenergy
[1] eugreendeal

Top Hashtags in Tweet in G6:
[5] electrochemistry
[4] microreactor
[3] fraunhofer
[3] flowchemistry
[3] sustainablechemistry
[2] research

Top Hashtags in Tweet in G7:
[1] electrochemistry
[1] organicchemistry
[1] research
[1] sustainablechemistry
[1] chemistry
[1] science

Top Hashtags in Tweet in G8:
[3] sustainablechemistry
[2] fermentum
[2] accelerateyourvision
[2] fermentationservicesdotcom
[1] sustainableagriculture
[1] esg
[1] greeneconomy
[1] acs
[1] ittbombay
[1] h2

Top Hashtags in Tweet in G9:
[1] biotech
[1] sustainablechemistry
[1] chemjobs

Top Words
Top Words in Tweet in Entire Graph:
[35] #sustainablechemistry
[12] materials
[11] sustainable
[10] isc3centre
[10] more
[9] chemistry
[7] based
[6] join
[6] next
[6] #electrochemistry

Top Words in Tweet in G1:
[17] #sustainablechemistry
[10] isc3centre
[6] sustainable
[6] chemistry
[5] cooperation
[5] giz_gmbh
[5] next
[4] much
[4] #hiringnow
[4] link

Top Words in Tweet in G2:
[2] drsimonf
[2] alex_j_omalley
[2] give
[2] another
[2] reason
[2] celebrate
[2] congrats
[2] both
[2] icheme
[2] uniofbath

Top Words in Tweet in G3:
[2] many
[2] thanks
[2] highlight
[2] #sercymru
[2] #greenchemistry
[2] #sustainablechemistry
[2] usw_chem_pharms
[2] usw_serc
[2] uswresearch

Top Words in Tweet in G4:
[2] japan
[2] netherlands
[2] good
[2] #chemistry
[2] today
[2] market
[2] study
[2] dutch
[2] solutions
[2] sustainable

Top Words in Tweet in G5:
[12] materials
[6] š#suncochem
[6] available
[6] download
[6] promotional
[6] find
[6] more
[6] #sustainablechemistry
[5] suncochem_eu
[5] prâ

Top Words in Tweet in G6:
[5] flow
[5] #electrochemistry
[4] #microreactor
[4] based
[3] fraunhoferimm
[3] cet
[3] webinar
[3] #fraunhofer
[3] #flowchemistry
[3] #sustainablechemistry

Top Words in Tweet in G7:
[2] go
[2] check
[2] latest
[2] publication
[2] joc_ol
[2] situ
[2] anodically
[2] oxidized
[2] bmim
[2] bf4

Top Words in Tweet in G8:
[3] #sustainablechemistry
[2] #fermentum
[2] #accelerateyourvision
[2] #fermentationservicesdotcom

Top Words in Tweet in G9:
[2] join
[2] start
[2] spinout
[2] journey
[2] need
[2] scientist
[2] help
[2] take
[2] first
[2] product

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] sustainable,chemistry
[6] š#suncochem,materials
[6] materials,available
[6] available,download
[6] download,promotional
[6] promotional,materials
[6] materials,find
[6] find,more
[6] more,#sustainablechemistry
[5] suncochem_eu,š#suncochem

Top Word Pairs in Tweet in G1:
[6] sustainable,chemistry
[4] join,next
[4] next,sustainable
[4] chemistry,club
[4] club,session
[4] session,#sustainablechemistry
[4] #sustainablechemistry,#agriculture
[4] #agriculture,cooperation
[3] looking,forward
[3] #hiringnow,#sustainablechemistry

Top Word Pairs in Tweet in G2:
[2] drsimonf,alex_j_omalley
[2] alex_j_omalley,give
[2] give,another
[2] another,reason
[2] reason,celebrate
[2] celebrate,congrats
[2] congrats,both
[2] both,icheme
[2] icheme,uniofbath
[2] uniofbath,uniofbathsci

Top Word Pairs in Tweet in G3:
[2] many,thanks
[2] thanks,highlight
[2] highlight,#sercymru
[2] #sercymru,#greenchemistry
[2] #greenchemistry,#sustainablechemistry
[2] #sustainablechemistry,usw_chem_pharms
[2] usw_chem_pharms,usw_serc
[2] usw_serc,uswresearch

Top Word Pairs in Tweet in G4:
[2] japan,netherlands
[2] netherlands,good
[2] good,#chemistry
[2] #chemistry,today
[2] today,market
[2] market,study
[2] study,dutch
[2] dutch,solutions
[2] solutions,sustainable
[2] sustainable,chemistry

Top Word Pairs in Tweet in G5:
[6] š#suncochem,materials
[6] materials,available
[6] available,download
[6] download,promotional
[6] promotional,materials
[6] materials,find
[6] find,more
[6] more,#sustainablechemistry
[5] suncochem_eu,š#suncochem
[5] #sustainablechemistry,prâ

Top Word Pairs in Tweet in G6:
[4] #microreactor,based
[3] #fraunhofer,#flowchemistry
[2] today,cet
[2] cet,webinar
[2] webinar,œpower
[2] œpower,chemicals
[2] chemicals,#microreactor
[2] based,flow
[2] flow,#electrochemistry
[2] #electrochemistry,sustainable

Top Word Pairs in Tweet in G7:
[2] go,check
[2] check,latest
[2] latest,publication
[2] publication,joc_ol
[2] joc_ol,situ
[2] situ,anodically
[2] anodically,oxidized
[2] oxidized,bmim
[2] bmim,bf4
[2] bf4,safe

Top Word Pairs in Tweet in G8:
[2] #fermentum,#accelerateyourvision
[2] #accelerateyourvision,#fermentationservicesdotcom

Top Word Pairs in Tweet in G9:
[2] join,start
[2] start,spinout
[2] spinout,journey
[2] journey,need
[2] need,scientist
[2] scientist,help
[2] help,take
[2] take,first
[2] first,product
[2] product,market

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@giz_gmbh
@suncochem_eu
@dechema
@fraunhoferimm
@usw_chem_pharms
@usw_serc
@uswresearch
@joc_ol

Top Mentioned in G1:
@isc3centre
@giz_gmbh
@dechema
@leuphana
@leuphana_uni
@chemandwaste
@scitechparkpune
@bmu
@brsmeas

Top Mentioned in G2:
@drsimonf
@alex_j_omalley
@icheme
@uniofbath
@uniofbathsci
@csctbath
@bat
@bathchem

Top Mentioned in G3:
@usw_chem_pharms
@usw_serc
@uswresearch
@growen100
@unisouthwales
@wefowales
@welshgovernment

Top Mentioned in G4:
@carolientilburg
@nlinjapan
@nlinjapanbiz
@vlietjapan
@avantium
@bl_chemelot
@rvo_int_ond

Top Mentioned in G5:
@suncochem_eu

Top Mentioned in G6:
@fraunhoferimm

Top Mentioned in G7:
@joc_ol
@fabriziovetica

Top Mentioned in G9:
@hydregen_oxford

Top Tweeters
Top Tweeters in Entire Graph:
@82jjc
@eankitpandey
@weincludedorg
@uniofbath
@mick__geek
@welshgovernment
@unisouthwales
@bmu
@icheme
@iciqchem

Top Tweeters in G1:
@82jjc
@eankitpandey
@weincludedorg
@bmu
@giz_gmbh
@brsmeas
@rolphpayet
@dechema
@clustermarket
@leuphana

Top Tweeters in G2:
@uniofbath
@icheme
@uniofbathsci
@csctbath
@bathchem
@bat
@alex_j_omalley
@drsimonf

Top Tweeters in G3:
@welshgovernment
@unisouthwales
@wefowales
@uswresearch
@usw_chem_pharms
@usw_serc
@growen100

Top Tweeters in G4:
@rvo_int_ond
@bl_chemelot
@avantium
@vlietjapan
@nlinjapan
@carolientilburg
@nlinjapanbiz

Top Tweeters in G5:
@mick__geek
@iciqchem
@biocon_co2
@sunergy_eu
@iitalk_projects
@suncochem_eu

Top Tweeters in G6:
@chem_flow
@fraunhoferimm
@fraunhofera

Top Tweeters in G7:
@fluorrismo
@joc_ol
@fabriziovetica

Top Tweeters in G8:
@unia
@edenresearch
@fermentumbio

Top Tweeters in G9:
@hydregen_oxford
@sudmeiertim


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