#sustainablechemistry, Twitter, 11/16/2021 3:14:39 AM, 266349


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#sustainablechemistry_2021-11-15_19-12-00.xlsx
#sustainablechemistry_2021-11-15_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3ccO4ql
@isc3centre
@ecrnnetwork
@good_policies
@euchems
@annadesperada
@covestrode
@lombardiaue
@ulla234
@cdtsuschem
@bmu

Top hashtags:
#sustainablechemistry
#regions
#cop26
#gscw21
#ecrn
#futurepolicyaward
#scicomm

Description:
Description
The graph represents a network of 64 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 November 2021 at 03:12 UTC.

The requested start date was Tuesday, 16 November 2021 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, 1-hour, 59-minute period from Tuesday, 02 November 2021 at 12:49 UTC to Friday, 12 November 2021 at 14:48 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 : 64
Unique Edges : 55
Edges With Duplicates : 121
Total Edges : 176
Number of Edge Types : 5
Retweet : 34
MentionsInRetweet : 49
Mentions : 82
Replies to : 4
Tweet : 7
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.113636363636364
Reciprocated Edge Ratio : 0.204081632653061
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 45
Maximum Edges in a Connected Component : 135
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.196313
Graph Density : 0.0243055555555556
Modularity : 0.358205
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 64 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 November 2021 at 03:12 UTC.

The requested start date was Tuesday, 16 November 2021 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, 1-hour, 59-minute period from Tuesday, 02 November 2021 at 12:49 UTC to Friday, 12 November 2021 at 14:48 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://dechema.converia.de/frontend/index.php?sub=595
[2] https://twitter.com/EuChemS/status/1458755131185385473
[2] https://ecrn.net/event/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://www.youtube.com/watch?v=dJru3QktE24&t=10s

[1] https://twitter.com/annadesperada/status/1459109945186598915
[1] https://twitter.com/annadesperada/status/1459108159948267548
[1] https://twitter.com/natjoneil/status/1458763926435467266
[1] https://twitter.com/annadesperada/status/1458459202989576193
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/ic2r-carbon-recycling-by-developing-innovative-catalysis.html
[1] https://twitter.com/annadesperada/status/1458397044356358153

Top URLs in Tweet in G1:
[2] https://dechema.converia.de/frontend/index.php?sub=595
[1] https://www.isc3.org/.../innovation/investor-forum-2021.html
[1] https://twitter.com/MooresResearch/status/1457716695259299845
[1] https://twitter.com/ECRNnetwork/status/1458397394752753664
[1] https://us06web.zoom.us/webinar/register/WN_b9XSATZbRhqDFKSHqnLDeA?fbclid=IwAR06zvzBL82XGud1c7axfXHPyI0qQFKvGWeKMXGdMWzFn3jqlP12asrrUaY
[1] https://twitter.com/Good_Policies/status/1453626801100570627
[1] https://twitter.com/EuChemS/status/1458755131185385473
[1] https://twitter.com/annadesperada/status/1458397044356358153
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/ic2r-carbon-recycling-by-developing-innovative-catalysis.html
[1] https://twitter.com/annadesperada/status/1458459202989576193

Top URLs in Tweet in G2:
[2] https://ecrn.net/event/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://www.youtube.com/watch?v=dJru3QktE24&t=10s

[1] https://ecrn.net/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/

Top URLs in Tweet in G3:
[1] https://mediaspace.nottingham.ac.uk/media/Sustainable+Chemistry+in+shortA+Working+towards+a+new+generation+of+catalysts/1_uaiwhclm?utm_campaign=catalysts
[1] https://mediaspace.nottingham.ac.uk/media/
[1] The
[1] hidden
[1] chemistry
[1] in
[1] cars/1_vm1epp3d
[1] https://twitter.com/CDTSusChem/status/1457690443538472965

Top URLs in Tweet in G5:
[1] https://mcdonough.com/cradle-cradle-conversation-william-mcdonough/
[1] https://open.spotify.com/episode/7tqjkpl1rdQLCVZiO5X3W9

Top URLs in Tweet in G6:
[1] https://suschem-2.sciforum.net/#webinar_content

Top URLs in Tweet in G7:
[1] https://twitter.com/EuChemS/status/1458755131185385473

Top Domains
Top Domains in Tweet in Entire Graph:
[12] twitter.com
[3] ecrn.net
[2] converia.de
[2] isc3.org
[2] ac.uk
[1] youtube.com
[1] mcdonough.com
[1] spotify.com
[1] zoom.us
[1] sciforum.net

Top Domains in Tweet in G1:
[10] twitter.com
[2] converia.de
[2] isc3.org
[1] zoom.us

Top Domains in Tweet in G2:
[3] ecrn.net
[1] youtube.com

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

Top Domains in Tweet in G5:
[1] mcdonough.com
[1] spotify.com

Top Domains in Tweet in G6:
[1] sciforum.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] sustainablechemistry
[9] regions
[9] cop26
[7] gscw21
[4] ecrn
[4] futurepolicyaward
[4] scicomm
[3] european
[3] genderequality
[3] webinar



Top Hashtags in Tweet in G1:
[27] sustainablechemistry
[7] gscw21
[3] genderequality
[2] startups
[1] innovations
[1] stakeholderforum
[1] enviropreneur
[1] leadinpaint
[1] capci
[1] iki

Top Hashtags in Tweet in G2:
[9] regions
[9] sustainablechemistry
[4] ecrn
[3] european
[3] gswc21
[2] gswc
[1] chemicalsector
[1] industries
[1] gscw
[1] industrialecosystems

Top Hashtags in Tweet in G3:
[8] cop26
[4] scicomm
[3] sustainablechemistry
[1] catalysts
[1] environment
[1] togetherforourplanet

Top Hashtags in Tweet in G4:
[6] sustainablechemistry
[4] futurepolicyaward
[1] policymaking
[1] leadinpaint
[1] toxicsfreefuture

Top Hashtags in Tweet in G5:
[2] sustainablechemistry
[1] circulareconomy
[1] cop26
[1] podcast
[1] greenchemistry
[1] sustainable

Top Hashtags in Tweet in G6:
[3] webinar
[3] sustainablechemistry
[1] materials
[1] building
[1] construction

Top Hashtags in Tweet in G7:
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[51] #sustainablechemistry
[29] week
[24] global
[18] isc3centre
[17] sustainable
[15] chemistry
[13] 1st
[12] ecrnnetwork
[12] isc3
[12] catalyst

Top Words in Tweet in G1:
[27] #sustainablechemistry
[13] global
[13] week
[12] isc3
[10] forum
[9] investor
[9] during
[9] isc3centre
[8] very
[8] 1st

Top Words in Tweet in G2:
[9] #regions
[9] #sustainablechemistry
[9] sustainable
[8] ecrnnetwork
[8] key
[7] transition
[7] week
[6] event
[6] dg
[5] ulla234

Top Words in Tweet in G3:
[12] catalyst
[8] #cop26
[7] cdtsuschem
[6] hoping
[6] change
[6] tackling
[6] climate
[6] crisis
[6] chemistry
[6] getting

Top Words in Tweet in G4:
[7] good_policies
[6] #sustainablechemistry
[5] isc3centre
[5] global
[5] week
[5] bmu
[4] part
[4] talk
[4] experts
[4] success

Top Words in Tweet in G5:
[7] viridischem
[6] cradle
[3] thanks
[3] attended
[3] today's
[3] webinar
[3] basf's
[3] patrick
[3] harmon
[3] mentioned

Top Words in Tweet in G6:
[3] first
[3] video
[3] week
[3] offering
[3] recording
[3] 2nd
[3] #webinar
[3] #sustainablechemistry
[2] sciforum
[2] ðÿž

Top Words in Tweet in G7:
[2] present

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15] #sustainablechemistry,week
[14] global,#sustainablechemistry
[11] sustainable,chemistry
[9] investor,forum
[8] #regions,key
[8] global,sustainable
[7] chemistry,week
[7] isc3,global
[7] isc3centre,global
[6] hoping,#cop26

Top Word Pairs in Tweet in G1:
[10] #sustainablechemistry,week
[9] investor,forum
[9] global,#sustainablechemistry
[7] isc3,global
[5] isc3,investor
[5] 1st,isc3
[4] during,1st
[3] virtual,third
[3] third,isc3
[3] forum,explore

Top Word Pairs in Tweet in G2:
[8] #regions,key
[5] 1st,global
[5] global,sustainable
[4] #ecrn,event
[4] event,#regions
[4] key,players
[4] players,transition
[4] transition,sustainable
[4] sustainable,circular
[4] circular,chemical

Top Word Pairs in Tweet in G3:
[6] hoping,#cop26
[6] #cop26,catalyst
[6] catalyst,change
[6] change,tackling
[6] tackling,climate
[6] climate,crisis
[6] crisis,catalyst
[5] cdtsuschem,hoping
[3] fill,petrol
[3] petrol,station

Top Word Pairs in Tweet in G4:
[5] global,#sustainablechemistry
[5] #sustainablechemistry,week
[4] part,isc3centre
[4] isc3centre,global
[4] week,talk
[4] talk,experts
[4] experts,success
[4] success,factors
[4] factors,chemical
[4] jutta,emig

Top Word Pairs in Tweet in G5:
[3] thanks,attended
[3] attended,today's
[3] today's,viridischem
[3] viridischem,webinar
[3] webinar,basf's
[3] basf's,patrick
[3] patrick,harmon
[3] harmon,mentioned
[3] mentioned,cradle
[3] cradle,cradle

Top Word Pairs in Tweet in G6:
[3] first,video
[3] video,week
[3] week,offering
[3] offering,recording
[3] recording,2nd
[3] 2nd,#webinar
[3] #webinar,#sustainablechemistry
[2] sciforum,first
[2] #sustainablechemistry,ðÿž

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@ecrnnetwork
@good_policies
@bmu
@cdtsuschem
@ulla234
@giz_gmbh
@jessstreetschem
@baljeuj
@eu_growth

Top Mentioned in G1:
@isc3centre
@bymspinstitute
@annadesperada
@giz_gmbh
@dechema
@ecrnnetwork
@bmu
@umweltbundesamt
@minamatamea
@baljeuj

Top Mentioned in G2:
@ecrnnetwork
@ulla234
@isc3centre
@baljeuj
@eu_growth
@euinmyregion
@eu_commission
@heleenvanwijk
@voermanslia
@fabri_sala

Top Mentioned in G3:
@cdtsuschem
@jessstreetschem
@chemistryuon
@uonpressoffice
@uon_institute

Top Mentioned in G4:
@good_policies
@isc3centre
@bmu
@wandelalexa
@umweltbundesamt
@denrofficial
@ecowasteph

Top Mentioned in G5:
@viridischem
@basf
@billmcdonough
@goinggreen_show

Top Mentioned in G6:
@sciforum

Top Mentioned in G7:
@euchems

Top Tweeters
Top Tweeters in Entire Graph:
@b0tsci
@euinmyregion
@eu_commission
@unep
@ajmuraikhi
@eu_growth
@jayaisales
@mvo_nl
@assolombarda
@bmu

Top Tweeters in G1:
@unep
@ajmuraikhi
@mvo_nl
@berytech
@aniiuy
@mduchenski
@mooresresearch
@dechema
@tudarmstadt
@leuphana

Top Tweeters in G2:
@euinmyregion
@eu_commission
@eu_growth
@assolombarda
@giz_gmbh
@zuid_holland
@ulla234
@nunezdolors
@baljeuj
@fabri_sala

Top Tweeters in G3:
@b0tsci
@jayaisales
@uonpressoffice
@1stevehowdle
@uon_institute
@dane_smyth
@chemistryuon
@cdtsuschem
@mednottingham
@jessstreetschem

Top Tweeters in G4:
@bmu
@good_policies
@denrofficial
@umweltbundesamt
@ingra_h
@diderbob
@skassid
@ecowasteph
@wandelalexa

Top Tweeters in G5:
@basf
@contentplace
@billmcdonough
@viridischem
@chiraljam
@goinggreen_show

Top Tweeters in G6:
@mdpiopenaccess
@sciforum
@suschem_mdpi

Top Tweeters in G7:
@euchems
@afaquim_asoc