#sustainablechemistry, Twitter, 7/12/2022 3:21:43 AM, 279415


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#sustainablechemistry_2022-07-11_19-30-00.xlsx
#sustainablechemistry_2022-07-11_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 12, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3c0bDpj
@angew_chem
@isc3centre
@pkforpa
@kmothpoulsen
@citsci_geek
@asyntkirsty
@truemaye1
@tandfphysci
@qut
@polyamin

Top hashtags:
#sustainablechemistry
#iybssd2022
#plasticfreejuly
#plasticfree
#breakfree

Description:
Description
The graph represents a network of 60 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, 12 July 2022 at 02:30 UTC.

The requested start date was Tuesday, 12 July 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 10-day, 6-hour, 31-minute period from Tuesday, 28 June 2022 at 07:24 UTC to Friday, 08 July 2022 at 13:56 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 : 60
Unique Edges : 29
Edges With Duplicates : 64
Total Edges : 93
Number of Edge Types : 4
Retweet : 27
MentionsInRetweet : 34
Tweet : 6
Mentions : 26
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0185185185185185
Reciprocated Edge Ratio : 0.0363636363636364
Connected Components : 13
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 23
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.42132
Graph Density : 0.0155367231638418
Modularity : 0.563504
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 60 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, 12 July 2022 at 02:30 UTC.

The requested start date was Tuesday, 12 July 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 10-day, 6-hour, 31-minute period from Tuesday, 28 June 2022 at 07:24 UTC to Friday, 08 July 2022 at 13:56 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.plasticfreejuly.org/get-involved/what-you-can-do/category/my-community/
[1] https://t.co/RxfQ9eqmpU
[1] https://onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)1521-3773.basic-sciences-sustainable-development
[1] https://www.greenbiz.com/article/why-green-chemistry-right-formula-circular-economy
[1] https://pubs.acs.org/toc/aeecco/2/6?utm_source=pcm&utm_medium=twitter&utm_campaign=UCV000020_ELH_aeecco&src=UCV000020_ELH_aeecco
[1] https://bit.ly/3vTRaum
[1] https://bit.ly/3pXYp0v
[1] https://twitter.com/microbiozindia/status/1543886277808095233
[1] https://twitter.com/Asynt/status/1543843134479671298
[1] https://us02web.zoom.us/meeting/register/tZYkcu-sqTwjEtNsNelHT8XfBa4J9PB5Y1Qc

Top URLs in Tweet in G1:
[1] https://onlinelibrary.wiley.com/doi/toc/10.1002/(ISSN)1521-3773.basic-sciences-sustainable-development

Top URLs in Tweet in G2:
[1] https://us02web.zoom.us/meeting/register/tZYkcu-sqTwjEtNsNelHT8XfBa4J9PB5Y1Qc
[1] https://twitter.com/isc3centre/status/1529103442937004041

Top URLs in Tweet in G3:
[1] https://www.plasticfreejuly.org/get-involved/what-you-can-do/category/my-community/

Top URLs in Tweet in G7:
[1] https://twitter.com/microbiozindia/status/1543886277808095233
[1] https://twitter.com/Asynt/status/1543843134479671298

Top URLs in Tweet in G8:
[1] https://bit.ly/3vTRaum
[1] https://bit.ly/3pXYp0v

Top URLs in Tweet in G9:
[1] https://pubs.acs.org/toc/aeecco/2/6?utm_source=pcm&utm_medium=twitter&utm_campaign=UCV000020_ELH_aeecco&src=UCV000020_ELH_aeecco

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[2] bit.ly
[1] plasticfreejuly.org
[1] t.co
[1] wiley.com
[1] greenbiz.com
[1] acs.org
[1] zoom.us
[1] list-manage.com

Top Domains in Tweet in G1:
[1] wiley.com

Top Domains in Tweet in G2:
[1] zoom.us
[1] twitter.com

Top Domains in Tweet in G3:
[1] plasticfreejuly.org

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

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

Top Domains in Tweet in G9:
[1] acs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] sustainablechemistry
[13] iybssd2022
[7] plasticfreejuly
[7] plasticfree
[7] breakfree
[4] greenchemistry
[3] fridayreads
[3] chemistry
[3] raci2022
[2] sustainability



Top Hashtags in Tweet in G1:
[12] iybssd2022
[1] sustainablechemistry
[1] freetoread

Top Hashtags in Tweet in G2:
[2] stakeholders
[2] india
[2] chemistry
[2] sustainablechemistry
[1] achema2022
[1] event
[1] startups

Top Hashtags in Tweet in G3:
[7] plasticfreejuly
[7] plasticfree
[7] breakfree
[1] fridaysforfuture
[1] banfrackingnow
[1] nofracking4plastics
[1] singleuseplasticban
[1] sustainablechemistry
[1] sustainability

Top Hashtags in Tweet in G4:
[1] postdocposition
[1] circularity
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[3] raci2022
[1] ozchem
[1] sustainability
[1] sustainablechemistry

Top Hashtags in Tweet in G6:
[1] greenchemvenice2018
[1] iupac
[1] sustainablechemistry
[1] greenchemistry
[1] southafrica

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[1] sustainablelaboratories
[1] realtimechem
[1] researchanddevelopment
[1] pharma
[1] specialoffers
[1] laboratoryequipment
[1] chemistry
[1] makinglablifeeasier
[1] laboffers

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

Top Hashtags in Tweet in G9:
[3] fridayreads
[1] research
[1] sustainable
[1] catalysis
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G10:
[2] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[17] #sustainablechemistry
[16] journals
[16] special
[13] celebrate
[13] #iybssd2022
[13] teamed
[13] sister
[13] create
[13] collection
[13] focusing

Top Words in Tweet in G1:
[12] celebrate
[12] #iybssd2022
[12] teamed
[12] sister
[12] journals
[12] create
[12] special
[12] collection
[12] focusing
[12] eight

Top Words in Tweet in G2:
[2] register
[2] see
[2] #stakeholders
[2] #india
[2] taking
[2] #chemistry
[2] action
[2] minimize
[2] chemical
[2] releases

Top Words in Tweet in G3:
[7] take
[7] #plasticfreejuly
[7] challenge
[7] details
[7] link
[7] below
[7] #plasticfree
[7] #breakfree
[6] pkforpa
[6] #fridaysforfutur

Top Words in Tweet in G5:
[6] steven
[3] #raci2022
[3] begins
[3] brisbane
[3] uncle
[3] welcomes
[3] country
[3] racinational
[3] president
[3] dr

Top Words in Tweet in G6:
[2] today
[2] presenting
[2] research
[2] project
[2] international
[2] conference
[2] hold
[2] italy
[2] greenchemsummer
[2] postgraduate

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

Top Words in Tweet in G8:
[7] chemistry
[5] green
[5] sustainable
[3] tandfphysci
[3] proud
[3] shine
[3] spotlight
[3] 13
[3] journals
[3] together

Top Words in Tweet in G9:
[3] #fridayreads
[3] special
[3] issue
[3] envscitech
[3] acs
[3] engineering
[3] presents
[3] latest
[3] photo
[3] electro

Top Words in Tweet in G10:
[2] useful
[2] transferable
[2] framework
[2] exploring
[2] #sustainablechemistry
[2] issues
[2] students
[2] ukstemconf
[2] themes
[2] safety

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] celebrate,#iybssd2022
[13] #iybssd2022,teamed
[13] teamed,sister
[13] sister,journals
[13] journals,create
[13] create,special
[13] special,collection
[13] collection,focusing
[13] focusing,eight
[13] eight,different

Top Word Pairs in Tweet in G1:
[12] celebrate,#iybssd2022
[12] #iybssd2022,teamed
[12] teamed,sister
[12] sister,journals
[12] journals,create
[12] create,special
[12] special,collection
[12] collection,focusing
[12] focusing,eight
[12] eight,different

Top Word Pairs in Tweet in G2:
[2] register,see
[2] see,#stakeholders
[2] #stakeholders,#india
[2] #india,taking
[2] taking,#chemistry
[2] #chemistry,action
[2] action,minimize
[2] minimize,chemical
[2] chemical,releases
[2] releases,pollution

Top Word Pairs in Tweet in G3:
[7] take,#plasticfreejuly
[7] #plasticfreejuly,challenge
[7] challenge,details
[7] details,link
[7] link,below
[7] below,#plasticfree
[7] #plasticfree,#breakfree
[6] pkforpa,take
[6] #breakfree,#fridaysforfutur

Top Word Pairs in Tweet in G5:
[3] #raci2022,begins
[3] begins,brisbane
[3] brisbane,uncle
[3] uncle,steven
[3] steven,welcomes
[3] welcomes,country
[3] country,racinational
[3] racinational,president
[3] president,dr
[3] dr,steven

Top Word Pairs in Tweet in G6:
[2] today,presenting
[2] presenting,research
[2] research,project
[2] project,international
[2] international,conference
[2] conference,hold
[2] hold,italy
[2] italy,greenchemsummer
[2] greenchemsummer,postgraduate
[2] postgraduate,summer

Top Word Pairs in Tweet in G8:
[5] green,chemistry
[3] proud,shine
[3] shine,spotlight
[3] spotlight,13
[3] 13,sustainable
[3] sustainable,green
[3] chemistry,journals
[3] journals,together
[3] together,collaborate
[3] collaborate,build

Top Word Pairs in Tweet in G9:
[3] #fridayreads,special
[3] special,issue
[3] issue,envscitech
[3] envscitech,acs
[3] acs,engineering
[3] engineering,presents
[3] presents,latest
[3] latest,photo
[3] photo,electro
[2] amerchemsociety,#fridayreads

Top Word Pairs in Tweet in G10:
[2] useful,transferable
[2] transferable,framework
[2] framework,exploring
[2] exploring,#sustainablechemistry
[2] #sustainablechemistry,issues
[2] issues,students
[2] students,ukstemconf
[2] ukstemconf,themes
[2] themes,safety

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@angew_chem
@pkforpa
@tandfphysci
@envscitech
@racinational
@qut
@greenchemsummer
@amerchemsociety
@ukstemconf
@citsci_geek

Top Mentioned in G1:
@angew_chem

Top Mentioned in G2:
@dechema
@leuphana
@giz_gmbh
@bmuv
@isc3centre
@giz_india
@umweltbundesamt

Top Mentioned in G3:
@pkforpa

Top Mentioned in G4:
@nanorein
@robsilva31
@nanoscientifica
@teknologiskinst
@icmabcsic

Top Mentioned in G5:
@racinational
@qut
@citsci_geek
@nanojagadish

Top Mentioned in G6:
@greenchemsummer
@truemaye1
@dut_tweets

Top Mentioned in G7:
@microbiozindia
@martynfordham
@asynt

Top Mentioned in G8:
@tandfphysci

Top Mentioned in G9:
@envscitech
@amerchemsociety

Top Mentioned in G10:
@ukstemconf
@dgater1

Top Tweeters
Top Tweeters in Entire Graph:
@fffbot1
@plasticsimpact
@aruberutou
@nithya79898859
@kr31133
@angew_chem
@bethschongar
@iamfluid
@greenbiz
@amerchemsociety

Top Tweeters in G1:
@angew_chem
@chemcatchem
@chembiochem
@chemsuschem
@eurjic
@chemphyschem
@kirawelter
@chemistryopen
@chemnanomat
@chemphotochem

Top Tweeters in G2:
@bmuv
@giz_gmbh
@umweltbundesamt
@dechema
@diderbob
@giz_india
@leuphana
@isc3centre

Top Tweeters in G3:
@fffbot1
@plasticsimpact
@kr31133
@bethschongar
@iamfluid
@alleghenygreens
@pkforpa

Top Tweeters in G4:
@icmabcsic
@kmothpoulsen
@teknologiskinst
@robsilva31
@nanoscientifica
@nanorein

Top Tweeters in G5:
@citsci_geek
@qut
@racinational
@drdanchem
@polyamin
@nanojagadish

Top Tweeters in G6:
@dumamazibuko2
@dut_tweets
@truemaye1
@greenchemsummer

Top Tweeters in G7:
@asynt
@microbiozindia
@asyntkirsty
@martynfordham

Top Tweeters in G8:
@nithya79898859
@tandfphysci
@pjayala89602045

Top Tweeters in G9:
@amerchemsociety
@tanthani
@envscitech

Top Tweeters in G10:
@growen100
@dgater1
@ukstemconf