#sustainablechemistry, Twitter, 12/6/2022 3:37:13 AM, 285617


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#sustainablechemistry_2022-12-05_19-30-00.xlsx
#sustainablechemistry_2022-12-05_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3VBMxiq
@this0499154500
@suncochem_eu
@isc3centre
@riccardodisanza
@vitobelgium
@pallabbasuri
@latinxchem
@uni_mainz_eng
@kyushuuniv_en
@idw_online_en

Top hashtags:
#sustainablechemistry
#road2greenchem
#unimainz

Description:
Description
The graph represents a network of 53 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, 06 December 2022 at 03:30 UTC.

The requested start date was Tuesday, 06 December 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 12-day, 2-hour, 28-minute period from Tuesday, 22 November 2022 at 09:55 UTC to Sunday, 04 December 2022 at 12:23 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 : 53
Unique Edges : 42
Edges With Duplicates : 62
Total Edges : 104
Number of Edge Types : 4
Retweet : 27
MentionsInRetweet : 42
Mentions : 25
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0655737704918033
Reciprocated Edge Ratio : 0.123076923076923
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 53
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.595822
Graph Density : 0.0235849056603774
Modularity : 0.523391
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 53 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, 06 December 2022 at 03:30 UTC.

The requested start date was Tuesday, 06 December 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 12-day, 2-hour, 28-minute period from Tuesday, 22 November 2022 at 09:55 UTC to Sunday, 04 December 2022 at 12:23 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://idw-online.de/-DEv2AC
[1] https://www.uni-mainz.de/presse/aktuell/16683_ENG_HTML.php
[1] https://vito.be/nl/nieuws/algen-kunnen-een-stukje-van-de-wereld-redden
[1] https://suncochem.eu/cluster-projects/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285085
[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://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

Top URLs in Tweet in G1:
[1] https://isc3.org/page/gender-sustainable-chemistry/isc3-initiative-on-gender-sustainable-chemistry
[1] https://www.isc3.org/page/stakeholder-forum
[1] https://www.isc3.org/page/key-characteristics-of-sustainable-chemistry
[1] https://jobs.giz.de/index.php?ac=jobad&id=64661
[1] https://www.isc3.org/page/news/new-white-paper-hydrogen-economy-and-sustainability

Top URLs in Tweet in G2:
[1] https://vito.be/nl/nieuws/algen-kunnen-een-stukje-van-de-wereld-redden
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=285085

Top URLs in Tweet in G3:
[1] https://suncochem.eu/cluster-projects/
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f

Top URLs in Tweet in G5:
[1] https://www.uni-mainz.de/presse/aktuell/16683_ENG_HTML.php
[1] https://idw-online.de/-DEv2AC

Top URLs in Tweet in G7:
[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 G8:
[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 URLs in Tweet in G9:
[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 Domains
Top Domains in Tweet in Entire Graph:
[4] isc3.org
[2] avantium.com
[1] idw-online.de
[1] uni-mainz.de
[1] vito.be
[1] suncochem.eu
[1] nodexlgraphgallery.org
[1] co.uk
[1] acs.org
[1] list-manage.com

Top Domains in Tweet in G1:
[4] isc3.org
[1] giz.de

Top Domains in Tweet in G2:
[1] vito.be
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[1] suncochem.eu
[1] list-manage.com

Top Domains in Tweet in G5:
[1] uni-mainz.de
[1] idw-online.de

Top Domains in Tweet in G7:
[2] avantium.com

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

Top Domains in Tweet in G9:
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] sustainablechemistry
[5] road2greenchem
[4] unimainz
[3] suncochem
[2] photochemistry
[2] susinnoscience
[2] startups
[2] renewableenergy
[2] sustainable
[2] polymer



Top Hashtags in Tweet in G1:
[10] sustainablechemistry
[2] isc3
[1] isc3genderaction
[1] womeninscience
[1] futuregenerations
[1] scientists
[1] startups
[1] stakeholderforum
[1] supplychains
[1] lifecycle

Top Hashtags in Tweet in G2:
[3] sustainablechemistry
[1] duurzamechemie
[1] biochemie
[1] ideaproject
[1] algen
[1] algae
[1] interregnwe
[1] startups
[1] sustainability
[1] renewableenergy

Top Hashtags in Tweet in G3:
[7] sustainablechemistry
[5] road2greenchem
[3] suncochem

Top Hashtags in Tweet in G4:
[1] latinxchem22
[1] lxchemorg
[1] oc101
[1] microdroplet
[1] teammassspec
[1] acceleratedreactions
[1] electrospray
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[4] unimainz
[2] photochemistry
[2] susinnoscience
[2] sustainablechemistry

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

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[1] sustainable
[1] environment
[1] ethics
[1] graduatecareers
[1] greentech

Top Hashtags in Tweet in G8:
[2] polymer
[1] sustainablechemistry

Top Hashtags in Tweet in G9:
[2] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[29] #sustainablechemistry
[10] non
[10] work
[10] cluster
[9] accelerated
[9] enzymatic
[9] hope
[9] esterification
[9] acid
[9] microdroplet

Top Words in Tweet in G1:
[10] #sustainablechemistry
[8] isc3centre
[7] chemistry
[6] interested
[6] field
[6] looking
[5] hiring
[5] project
[5] manager
[5] sustainable

Top Words in Tweet in G2:
[3] #sustainablechemistry

Top Words in Tweet in G3:
[10] cluster
[7] #sustainablechemistry
[5] eu
[5] part
[5] formed
[5] suncochem_eu
[5] #road2greenchem
[5] funded
[5] projects
[3] #suncochem

Top Words in Tweet in G4:
[9] collision
[9] enzymatic
[9] non
[9] acid
[9] hi
[9] during
[9] work
[9] esterification
[9] accelerated
[9] latinxchem

Top Words in Tweet in G5:
[7] generation
[7] researchers
[7] highly
[7] novel
[7] established
[7] kyushuuniv_en
[7] strategy
[6] uni_mainz_eng
[5] energetic
[4] #unimainz

Top Words in Tweet in G7:
[2] #sustainablechemistry

Top Words in Tweet in G8:
[3] chemical
[2] accounts
[2] issue
[2] efforts
[2] sustainability
[2] check
[2] highlighting
[2] recent
[2] special
[2] #polymer

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9] fatty,acid
[9] enzymatic,fatty
[9] hi,latinxchem
[9] esterification,during
[9] acid,esterification
[9] non,enzymatic
[9] work,accelerated
[9] latinxchem,work
[9] during,microdroplet
[9] accelerated,non

Top Word Pairs in Tweet in G1:
[5] hiring,interested
[5] project,manager
[5] sustainable,chemistry
[5] interested,field
[5] field,sustainable
[5] chemistry,looking
[5] looking,project
[4] manager,inter
[4] isc3centre,hiring
[3] inclusion,perspectives

Top Word Pairs in Tweet in G3:
[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
[2] #sustainablechemistry,project

Top Word Pairs in Tweet in G4:
[9] enzymatic,fatty
[9] acid,esterification
[9] fatty,acid
[9] esterification,during
[9] latinxchem,work
[9] hi,latinxchem
[9] collision,hope
[9] non,enzymatic
[9] microdroplet,collision
[9] work,accelerated

Top Word Pairs in Tweet in G5:
[7] kyushuuniv_en,established
[7] established,novel
[7] novel,strategy
[7] generation,highly
[7] strategy,generation
[5] highly,energetic
[4] #unimainz,kyushuuniv_en
[4] researchers,#unimainz
[3] uni_mainz_eng,kyushuuniv_en
[3] researchers,uni_mainz_eng

Top Word Pairs in Tweet in G8:
[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
@latinxchem
@pallabbasuri
@kyushuuniv_en
@uni_mainz_eng
@suncochem_eu
@saschagabizon
@idw_online_en
@interreg_nwe
@flowphotochem

Top Mentioned in G1:
@isc3centre
@saschagabizon

Top Mentioned in G2:
@interreg_nwe
@isc3centre
@4sre4
@suncochem_eu
@bekvcv
@vitobelgium
@electrolube
@riccardodisanza
@tandfphysci
@itsm_karursouth

Top Mentioned in G3:
@suncochem_eu
@flowphotochem
@solar2chem
@decadeproject
@ocean_h2020
@recodeh2020

Top Mentioned in G4:
@latinxchem
@pallabbasuri

Top Mentioned in G5:
@kyushuuniv_en
@uni_mainz_eng
@idw_online_en

Top Mentioned in G6:
@sygnaturediscov
@groupprocter
@uomchemistry

Top Mentioned in G7:
@ecovadis

Top Mentioned in G8:
@amerchemsociety

Top Tweeters
Top Tweeters in Entire Graph:
@jobsviatweet
@4constellation
@analioj
@saschagabizon
@amerchemsociety
@this0499154500
@idw_online_en
@chemistryandbi1
@abdulhamidrabb2
@electrolube

Top Tweeters in G1:
@jobsviatweet
@4constellation
@saschagabizon
@abdulhamidrabb2
@sia___34
@isc3centre
@jungchemiker
@agnidas17
@judsonkolton

Top Tweeters in G2:
@this0499154500
@electrolube
@vitobelgium
@interreg_nwe
@tandfphysci
@4sre4
@itsm_karursouth
@bekvcv
@tonykhleefa123

Top Tweeters in G3:
@chem_light
@iitalk_projects
@solar2chem
@flowphotochem
@hysytech
@suncochem_eu
@recodeh2020
@ocean_h2020
@decadeproject

Top Tweeters in G4:
@chemistryandbi1
@latinxchem
@sniinvestigador
@kaelmeur
@brennosantosle1
@anacristinagalz
@mafernan9
@group_pradeep
@pallabbasuri

Top Tweeters in G5:
@idw_online_en
@chem_flow
@nobuhiroyanai
@uni_mainz_eng
@kyushuuniv_en
@wengeroliver
@ckerzig

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

Top Tweeters in G7:
@ecovadis
@avantium

Top Tweeters in G8:
@analioj
@amerchemsociety

Top Tweeters in G9:
@ogconferences
@scivera


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