#sustainablechemistry, Twitter, 12/22/2020 2:53:39 AM, 243859


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#sustainablechemistry_2020-12-21_18-50-48.xlsx
#sustainablechemistry_2020-12-21_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2020
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3rioK8z
@isc3centre
@acsgci
@evolvedbynature
@mota_josue
@chemistrynl
@suncochem_eu
@eu_h2020
@ana_isousa
@3brach3t
@lecnam

Top hashtags:
#sustainablechemistry
#greenchemistry
#gochem
#chains2020
#suncochem
#importance

Description:
Description
The graph represents a network of 39 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, 22 December 2020 at 02:50 UTC.

The requested start date was Tuesday, 22 December 2020 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 10-day, 6-hour, 29-minute period from Tuesday, 08 December 2020 at 10:59 UTC to Friday, 18 December 2020 at 17:29 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 : 39
Unique Edges : 32
Edges With Duplicates : 34
Total Edges : 66
Number of Edge Types : 4
Retweet : 14
MentionsInRetweet : 22
Tweet : 13
Mentions : 17
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 12
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 27
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.493671
Graph Density : 0.0256410256410256
Modularity : 0.515324
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 39 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, 22 December 2020 at 02:50 UTC.

The requested start date was Tuesday, 22 December 2020 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 10-day, 6-hour, 29-minute period from Tuesday, 08 December 2020 at 10:59 UTC to Friday, 18 December 2020 at 17:29 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://docs.google.com/forms/d/e/1FAIpQLSdzMo9_upjLsnnF1bxBW2EikERInapq0ju6wWUhcEGlbDWXqg/viewform
[1] https://advanced-chemistry.peersalleyconferences.com/registration
[1] http://gender-chemicals.org/webinar-recording-4
[1] https://twitter.com/GenderChemicals/status/1336293938026729472
[1] https://suncochem.eu/deliverables-promotional-materials/
[1] https://twitter.com/NML_ChemBioGC/status/1334087337278627841
[1] https://twitter.com/leuphana/status/1338834434389385218
[1] https://twitter.com/AmaraZacharias/status/1313089677163888641
[1] https://www.elsevier.com/connect/recycling-pineapple-waste-and-converting-invasive-plants-to-biofuel?utm_campaign=Nurturing+SM&utm_source=twitter&utm_medium=referral&dgcid=RN_AGCM_Sourced_300002810&sf240820829=1
[1] https://renewablesnow.com/news/enel-green-power-nextchem-planning-green-hydrogen-project-in-us-723989/

Top URLs in Tweet in G1:
[1] https://twitter.com/GenderChemicals/status/1336293938026729472
[1] https://twitter.com/ChemandWaste/status/1336234063686823936
[1] https://twitter.com/brsmeas/status/1339578146606084099
[1] https://twitter.com/DECHEMA/status/1339571668101058560
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html

Top URLs in Tweet in G2:
[1] https://www.voguebusiness.com/sustainability/can-fashion-eliminate-forever-chemicals?utm_campaign=335de0374b-EMAIL_CAMPAIGN_2020_11_30_01_26&utm_medium=email&utm_source=Vogue+Business+Sustainability&utm_term=0_d562b17dc2-335de0374b-57970139&utm_content=later-12627224

Top URLs in Tweet in G3:
[1] http://gender-chemicals.org/webinar-recording-4
[1] https://www.forbes.com/sites/brookerobertsislam/2020/11/30/could-this-innovation-be-an-answer-to-fashions-plastic-problem/?sh=430afd896042

Top URLs in Tweet in G4:
[1] https://suncochem.eu/deliverables-promotional-materials/

Top URLs in Tweet in G6:
[1] https://renewablesnow.com/news/enel-green-power-nextchem-planning-green-hydrogen-project-in-us-723989/
[1] https://www.elsevier.com/connect/recycling-pineapple-waste-and-converting-invasive-plants-to-biofuel?utm_campaign=Nurturing+SM&utm_source=twitter&utm_medium=referral&dgcid=RN_AGCM_Sourced_300002810&sf240820829=1
[1] https://twitter.com/leuphana/status/1338834434389385218

Top URLs in Tweet in G7:
[2] https://docs.google.com/forms/d/e/1FAIpQLSdzMo9_upjLsnnF1bxBW2EikERInapq0ju6wWUhcEGlbDWXqg/viewform
[1] https://twitter.com/AmaraZacharias/status/1313089677163888641

Top URLs in Tweet in G8:
[1] https://advanced-chemistry.peersalleyconferences.com/registration

Top URLs in Tweet in G9:
[1] https://twitter.com/NML_ChemBioGC/status/1334087337278627841

Top URLs in Tweet in G10:
[1] https://preferences.acspubs.org/ascecg?follow=1&utm_source=pubs_content_marketing&utm_medium=twitter&utm_description=PUBS_0920_BLH_SC_ascecg_Pinned_Tweet_e-Alerts_Promo&ref=pubs_content_marketing_twitter_PUBS_0920_BLH_SC_ascecg_Pinned_Tweet_e-Alerts_Promo

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[2] google.com
[1] peersalleyconferences.com
[1] gender-chemicals.org
[1] suncochem.eu
[1] elsevier.com
[1] renewablesnow.com
[1] isc3.org
[1] acspubs.org
[1] voguebusiness.com

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

Top Domains in Tweet in G2:
[1] voguebusiness.com

Top Domains in Tweet in G3:
[1] gender-chemicals.org
[1] forbes.com

Top Domains in Tweet in G4:
[1] suncochem.eu

Top Domains in Tweet in G6:
[1] renewablesnow.com
[1] elsevier.com
[1] twitter.com

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

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

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

Top Domains in Tweet in G10:
[1] acspubs.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] sustainablechemistry
[5] greenchemistry
[5] gochem
[5] chains2020
[3] suncochem
[3] importance
[3] gender
[3] recognition
[3] diversity
[3] equality



Top Hashtags in Tweet in G1:
[9] sustainablechemistry
[3] importance
[3] gender
[3] recognition
[3] diversity
[3] equality
[2] pops
[2] nips
[2] sweden
[2] stockholmconvention

Top Hashtags in Tweet in G2:
[2] sustainablechemistry
[1] environmental
[1] health
[1] pfas
[1] fashion

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

Top Hashtags in Tweet in G4:
[3] suncochem
[1] sustainablechemistry
[1] chemicalindustry
[1] energy

Top Hashtags in Tweet in G5:
[5] gochem
[5] chains2020
[4] sustainablechemistry
[2] health
[1] publicprivatepartnerships

Top Hashtags in Tweet in G6:
[4] sustainablechemistry
[2] greenchemistry
[1] ndaa
[1] renewablesnow
[1] nextchem
[1] enelgreenpower
[1] hydrogenfuel
[1] electrolyser
[1] fermentum
[1] accelerateyourvision

Top Hashtags in Tweet in G7:
[2] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] materials
[1] sustainablechemistry
[1] chemistryconferences2021
[1] berlin

Top Hashtags in Tweet in G9:
[2] sustainable
[2] sustainablechemistry
[2] sustainability

Top Hashtags in Tweet in G10:
[2] sustainablechemistry
[2] sustainableengineering

Top Words
Top Words in Tweet in Entire Graph:
[29] #sustainablechemistry
[6] register
[6] more
[6] project
[6] isc3centre
[6] great
[5] #greenchemistry
[5] webinar
[5] start
[5] #gochem

Top Words in Tweet in G1:
[9] #sustainablechemistry
[4] great
[4] isc3centre
[3] #importance
[3] #gender
[3] within
[3] growing
[3] #recognition
[3] #diversity
[3] #equality

Top Words in Tweet in G2:
[2] huge
[2] thank
[2] manhattanedu's
[2] samiulamin7
[2] rose
[2] maxwell
[2] evolved
[2] nature's
[2] carlos
[2] bosques

Top Words in Tweet in G3:
[3] #greenchemistry
[3] webinar
[3] nylon
[3] end
[2] acsgci
[2] case
[2] missed
[2] prof
[2] dr
[2] klaus

Top Words in Tweet in G4:
[4] more
[4] project
[3] know
[3] #suncochem
[3] eu_h2020
[3] funded
[3] download
[3] promotional
[3] materials
[3] find

Top Words in Tweet in G5:
[5] #gochem
[5] #chains2020
[5] session
[4] #sustainablechemistry
[3] start
[2] chemistrynl
[2] project
[2] day
[2] check
[2] 'funding

Top Words in Tweet in G6:
[4] #sustainablechemistry
[2] #greenchemistry
[2] green

Top Words in Tweet in G7:
[2] still
[2] time
[2] register
[2] lecnam
[2] virtual
[2] conferences
[2] #sustainablechemistry

Top Words in Tweet in G8:
[2] register
[2] 2nd
[2] advanced
[2] chemistry
[2] world
[2] congress
[2] held
[2] june
[2] 14
[2] 15

Top Words in Tweet in G9:
[2] last
[2] opportunity
[2] register
[2] webinar
[2] tomorrow
[2] #sustainable
[2] #sustainablechemistry
[2] #sustainability

Top Words in Tweet in G10:
[3] latest
[2] acssustainable
[2] keep
[2] advances
[2] #sustainablechemistry
[2] #sustainableengineering
[2] acs
[2] alerts
[2] bring

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3] 14,15
[3] know,more
[3] more,#suncochem
[3] #suncochem,eu_h2020
[3] eu_h2020,funded
[3] funded,project
[3] project,download
[3] download,promotional
[3] promotional,materials
[3] materials,find

Top Word Pairs in Tweet in G1:
[3] #importance,#gender
[3] #gender,within
[3] within,#sustainablechemistry
[3] #sustainablechemistry,growing
[3] growing,#recognition
[3] #recognition,#diversity
[3] #diversity,#equality
[3] #equality,lead
[2] great,news
[2] news,#sustainablechemistry

Top Word Pairs in Tweet in G2:
[2] huge,thank
[2] thank,manhattanedu's
[2] manhattanedu's,samiulamin7
[2] samiulamin7,rose
[2] rose,maxwell
[2] maxwell,evolved
[2] evolved,nature's
[2] nature's,carlos
[2] carlos,bosques
[2] bosques,marius

Top Word Pairs in Tweet in G3:
[2] case,missed
[2] missed,prof
[2] prof,dr
[2] dr,klaus
[2] klaus,kümmerer
[2] kümmerer,kkuemmererlab
[2] kkuemmererlab,isc3centre
[2] isc3centre,gave
[2] gave,great
[2] great,presentation

Top Word Pairs in Tweet in G4:
[3] know,more
[3] more,#suncochem
[3] #suncochem,eu_h2020
[3] eu_h2020,funded
[3] funded,project
[3] project,download
[3] download,promotional
[3] promotional,materials
[3] materials,find
[2] suncochem_eu,know

Top Word Pairs in Tweet in G5:
[3] #gochem,session
[2] day,#chains2020
[2] #chains2020,start
[2] start,check
[2] check,#gochem
[2] session,'funding
[2] 'funding,results'
[2] results',12
[2] 12,45
[2] 45,13

Top Word Pairs in Tweet in G7:
[2] still,time
[2] time,register
[2] register,lecnam
[2] lecnam,virtual
[2] virtual,conferences
[2] conferences,#sustainablechemistry

Top Word Pairs in Tweet in G8:
[2] register,2nd
[2] 2nd,advanced
[2] advanced,chemistry
[2] chemistry,world
[2] world,congress
[2] congress,held
[2] held,june
[2] june,14
[2] 14,15
[2] 15,2021

Top Word Pairs in Tweet in G9:
[2] last,opportunity
[2] opportunity,register
[2] register,webinar
[2] webinar,tomorrow
[2] tomorrow,#sustainable
[2] #sustainable,#sustainablechemistry
[2] #sustainablechemistry,#sustainability

Top Word Pairs in Tweet in G10:
[2] keep,latest
[2] latest,advances
[2] advances,#sustainablechemistry
[2] #sustainablechemistry,#sustainableengineering
[2] #sustainableengineering,acs
[2] acs,alerts
[2] alerts,bring

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@eu_h2020
@suncochem_eu
@acsgci
@kkuemmererlab
@genderchemicals
@lecnam
@zilaworks
@manhattanedu
@samiulamin7

Top Mentioned in G1:
@isc3centre
@zilaworks
@genderchemicals
@chemandwaste

Top Mentioned in G2:
@manhattanedu
@samiulamin7
@evolvedbynature
@abbyg_chemistry
@rachelcernansky
@voguebusiness

Top Mentioned in G3:
@acsgci
@kkuemmererlab
@isc3centre
@genomatica
@genderchemicals

Top Mentioned in G4:
@eu_h2020
@suncochem_eu

Top Mentioned in G5:
@lauramrabet
@nwo_science
@kncvchemie
@chemistrynl

Top Mentioned in G7:
@lecnam
@amarazacharias

Top Mentioned in G8:
@chemistry_2021

Top Mentioned in G9:
@nml_chembiogc

Top Mentioned in G10:
@acssustainable

Top Tweeters
Top Tweeters in Entire Graph:
@ajmuraikhi
@eu_h2020
@lecnam
@nwo_science
@boywitik
@manhattanedu
@acsgci
@elslifesciences
@voguebusiness
@terencehyland

Top Tweeters in G1:
@ajmuraikhi
@agnes_dittmar
@isc3centre
@delaneysw
@chemandwaste
@genderchemicals
@zilaworks

Top Tweeters in G2:
@manhattanedu
@voguebusiness
@rachelcernansky
@evolvedbynature
@abbyg_chemistry
@samiulamin7

Top Tweeters in G3:
@boywitik
@acsgci
@genomatica
@mota_josue
@kkuemmererlab

Top Tweeters in G4:
@eu_h2020
@txell_fuguet
@iff
@suncochem_eu

Top Tweeters in G5:
@nwo_science
@kncvchemie
@chemistrynl
@lauramrabet

Top Tweeters in G6:
@elslifesciences
@terencehyland
@oliverolsson_de
@fermentumbio

Top Tweeters in G7:
@lecnam
@3brach3t
@amarazacharias

Top Tweeters in G8:
@suschem_mdpi
@chemistry_2021

Top Tweeters in G9:
@nml_chembiogc
@ana_isousa

Top Tweeters in G10:
@hortenseleferra
@acssustainable


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