#sustainablechemistry, Twitter, 6/21/2022 2:36:39 AM, 278409


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#sustainablechemistry_2022-06-20_19-30-00.xlsx
#sustainablechemistry_2022-06-20_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 21, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3OxrV7f
@isc3centre
@this0499154500
@viridischem
@annadesperada
@tandfphysci
@sloungeafrica
@biorizon
@polskachemia
@martijndegraaff
@suncochem_eu

Top hashtags:
#sustainablechemistry
#greenchemistry
#circulareconomy

Description:
Description
The graph represents a network of 42 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, 21 June 2022 at 02:30 UTC.

The requested start date was Tuesday, 21 June 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, 3-hour, 49-minute period from Tuesday, 07 June 2022 at 08:25 UTC to Friday, 17 June 2022 at 12:15 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 : 42
Unique Edges : 22
Edges With Duplicates : 87
Total Edges : 109
Number of Edge Types : 4
Mentions : 69
MentionsInRetweet : 21
Retweet : 14
Tweet : 5
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.0454545454545455
Reciprocated Edge Ratio : 0.0869565217391304
Connected Components : 7
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 27
Maximum Edges in a Connected Component : 86
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.203125
Graph Density : 0.0267131242740999
Modularity : 0.322195
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 42 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, 21 June 2022 at 02:30 UTC.

The requested start date was Tuesday, 21 June 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, 3-hour, 49-minute period from Tuesday, 07 June 2022 at 08:25 UTC to Friday, 17 June 2022 at 12:15 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278282
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277803
[2] https://us02web.zoom.us/webinar/register/WN_UYUpnyHPQESHKPqN3MCaGg
[1] https://twitter.com/sloungeafrica/status/1537749184182460416
[1] https://twitter.com/isc3centre/status/1534094837930250240
[1] https://twitter.com/isc3centre/status/1532287565432246272
[1] https://www.sciencelink.net/.../de-druk.../20596.article
[1] https://twitter.com/isc3centre/status/1529103442937004041
[1] https://us02web.zoom.us/meeting/register/tZEtce-vrTorHN2vjRjo1uWER5WtWwH_zD2i?_x_zm_rtaid=qVxwm97BREC0nOB3AIDDDQ.1653914474296.9ba6909386985c3664a0719f92c99842&_x_zm_rhtaid=186
[1] https://twitter.com/isc3centre/status/1531280667958562819

Top URLs in Tweet in G1:
[1] https://twitter.com/sloungeafrica/status/1537749184182460416
[1] https://us02web.zoom.us/meeting/register/tZEtce-vrTorHN2vjRjo1uWER5WtWwH_zD2i?_x_zm_rtaid=qVxwm97BREC0nOB3AIDDDQ.1653914474296.9ba6909386985c3664a0719f92c99842&_x_zm_rhtaid=186
[1] https://twitter.com/isc3centre/status/1531280667958562819
[1] https://twitter.com/isc3centre/status/1529103442937004041
[1] https://www.sciencelink.net/.../de-druk.../20596.article
[1] https://twitter.com/isc3centre/status/1532287565432246272
[1] https://twitter.com/isc3centre/status/1534094837930250240

Top URLs in Tweet in G2:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=278282
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277803

Top URLs in Tweet in G3:
[2] https://us02web.zoom.us/webinar/register/WN_UYUpnyHPQESHKPqN3MCaGg
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277803
[1] https://bit.ly/3pXYp0v

Top URLs in Tweet in G4:
[1] https://www.asynt.com/product/condensyn-maxi-reflux-condenser/

Top URLs in Tweet in G5:
[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 URLs in Tweet in G7:
[1] https://www.linkedin.com/feed/update/urn:li:ugcPost:6940974998207528960

Top URLs in Tweet in G8:
[1] https://greenchemistryandcommerce.org/2022-european-forum

Top URLs in Tweet in G9:
[1] https://www.smartprosys.ovgu.de/externalnewsletter.html

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[4] nodexlgraphgallery.org
[3] zoom.us
[1] sciencelink.net
[1] asynt.com
[1] linkedin.com
[1] greenchemistryandcommerce.org
[1] acs.org
[1] bit.ly
[1] ovgu.de

Top Domains in Tweet in G1:
[5] twitter.com
[1] zoom.us
[1] sciencelink.net

Top Domains in Tweet in G2:
[3] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[2] zoom.us
[1] nodexlgraphgallery.org
[1] bit.ly

Top Domains in Tweet in G4:
[1] asynt.com

Top Domains in Tweet in G5:
[1] acs.org

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

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

Top Domains in Tweet in G9:
[1] ovgu.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] sustainablechemistry
[8] greenchemistry
[7] circulareconomy
[4] research
[3] ghana
[3] summerschool
[3] sustainable
[3] hydrogen
[2] chemicalindustry
[2] ace22



Top Hashtags in Tweet in G1:
[8] sustainablechemistry
[3] circulareconomy
[3] ghana
[3] summerschool
[3] sustainable
[3] hydrogen
[2] chemicalindustry
[1] achema2022
[1] innovation
[1] hydrogeneconomy

Top Hashtags in Tweet in G2:
[7] sustainablechemistry
[3] greenchemistry
[2] circulareconomy
[1] suncochem
[1] women
[1] founders
[1] startups
[1] gscw2021

Top Hashtags in Tweet in G3:
[4] sustainablechemistry
[3] greenchemistry
[1] sustainability
[1] chemistry
[1] circulareconomy

Top Hashtags in Tweet in G4:
[1] condensyn
[1] condensynmaxi
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[3] research
[1] environmental
[1] catalysis
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G6:
[2] ace22
[2] paa
[2] watertreatment
[1] waterquality
[1] sustainablechemistry
[1] peraceticacid

Top Hashtags in Tweet in G7:
[1] sustainablechemistry
[1] biobased
[1] industrialtransformation

Top Hashtags in Tweet in G8:
[1] greenchemistry
[1] saferchemicals
[1] sustainablechemistry
[1] europeangreendeal

Top Hashtags in Tweet in G9:
[2] magdeburg
[2] sustainablechemistry
[1] circulareconomy

Top Words
Top Words in Tweet in Entire Graph:
[26] #sustainablechemistry
[9] sustainable
[9] isc3centre
[8] giz_gmbh
[8] #greenchemistry
[7] #circulareconomy
[7] register
[6] dechema
[6] leuphana
[6] umweltbundesamt

Top Words in Tweet in G1:
[8] #sustainablechemistry
[6] dechema
[6] leuphana
[6] giz_gmbh
[6] umweltbundesamt
[6] bmuv
[5] more
[4] isc3centre
[4] register
[4] sustainable

Top Words in Tweet in G2:
[7] #sustainablechemistry
[4] isc3centre
[4] vienna
[4] textile
[3] nodexl
[3] this0499154500
[3] viridischem
[3] catalysisevent
[3] tandfphysci
[3] suncochem_eu

Top Words in Tweet in G3:
[4] #sustainablechemistry
[4] green
[4] chemistry
[3] #greenchemistry
[2] this0499154500
[2] tandfphysci
[2] join
[2] webinar
[2] education
[2] upstream

Top Words in Tweet in G4:
[2] today's
[2] mini
[2] heatwave
[2] uk
[2] small
[2] reminder
[2] low
[2] water
[2] many
[2] areas

Top Words in Tweet in G5:
[3] special
[3] issue
[3] envscitech
[3] engineering
[3] presents
[3] latest
[3] photo
[3] electro
[3] catalytic
[3] #research

Top Words in Tweet in G6:
[2] give
[2] tom
[2] warmuth
[2] wave
[2] awwa
[2] #ace22
[2] hear
[2] things
[2] #paa
[2] water

Top Words in Tweet in G7:
[2] great
[2] see
[2] progress
[2] biorizon
[2] activities
[2] tno
[2] highly
[2] relevant
[2] sustainable
[2] circular

Top Words in Tweet in G8:
[2] join
[2] 14
[2] 16
[2] september
[2] 2022
[2] gc3
[2] european
[2] forum
[2] lego
[2] headquarters

Top Words in Tweet in G9:
[3] smartprosys
[2] interested
[2] updates
[2] #magdeburg
[2] based
[2] research
[2] initiative
[2] #sustainablechemistry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] umweltbundesamt,bmuv
[5] dechema,leuphana
[5] giz_gmbh,umweltbundesamt
[5] #sustainablechemistry,#greenchemistry
[4] #sustainablechemistry,#circulareconomy
[4] more,sustainable
[4] #sustainablechemistry,nodexl
[4] tandfphysci,suncochem_eu
[4] green,chemistry
[3] reminder,register

Top Word Pairs in Tweet in G1:
[6] umweltbundesamt,bmuv
[5] dechema,leuphana
[5] giz_gmbh,umweltbundesamt
[4] more,sustainable
[3] #sustainablechemistry,#circulareconomy
[3] leuphana,giz_gmbh
[3] reminder,register
[3] register,8th
[3] 8th,#summerschool
[3] #summerschool,#sustainablechemistry

Top Word Pairs in Tweet in G2:
[3] #sustainablechemistry,nodexl
[3] tandfphysci,suncochem_eu
[3] top,hashtags
[3] hashtags,#sustainablechemistry
[3] #sustainablechemistry,#greenchemistry
[2] nodexl,isc3centre
[2] isc3centre,this0499154500
[2] this0499154500,viridischem
[2] viridischem,catalysisevent
[2] catalysisevent,tandfphysci

Top Word Pairs in Tweet in G3:
[4] green,chemistry
[2] chemistry,education
[2] education,upstream
[2] upstream,approach
[2] approach,addressing
[2] addressing,sustainability
[2] sustainability,challenges
[2] proud,shine
[2] shine,spotlight
[2] spotlight,13

Top Word Pairs in Tweet in G4:
[2] today's,mini
[2] mini,heatwave
[2] heatwave,uk
[2] uk,small
[2] small,reminder
[2] reminder,low
[2] low,water
[2] water,many
[2] many,areas
[2] areas,world

Top Word Pairs in Tweet in G5:
[3] special,issue
[3] issue,envscitech
[3] envscitech,engineering
[3] engineering,presents
[3] presents,latest
[3] latest,photo
[3] photo,electro
[3] electro,catalytic
[3] catalytic,#research
[2] amerchemsociety,special

Top Word Pairs in Tweet in G6:
[2] give,tom
[2] tom,warmuth
[2] warmuth,wave
[2] wave,awwa
[2] awwa,#ace22
[2] #ace22,hear
[2] hear,things
[2] things,#paa
[2] #paa,water
[2] water,booth

Top Word Pairs in Tweet in G7:
[2] great,see
[2] see,progress
[2] progress,biorizon
[2] biorizon,activities
[2] activities,tno
[2] tno,highly
[2] highly,relevant
[2] relevant,sustainable
[2] sustainable,circular
[2] circular,future

Top Word Pairs in Tweet in G8:
[2] join,14
[2] 14,16
[2] 16,september
[2] september,2022
[2] 2022,gc3
[2] gc3,european
[2] european,forum
[2] forum,lego
[2] lego,headquarters
[2] headquarters,billund

Top Word Pairs in Tweet in G9:
[2] interested,updates
[2] updates,#magdeburg
[2] #magdeburg,based
[2] based,research
[2] research,initiative
[2] initiative,smartprosys
[2] smartprosys,#sustainablechemistry

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@giz_gmbh
@dechema
@leuphana
@umweltbundesamt
@bmuv
@tandfphysci
@sloungeafrica
@this0499154500
@suncochem_eu

Top Mentioned in G1:
@dechema
@leuphana
@giz_gmbh
@umweltbundesamt
@bmuv
@isc3centre
@giz_ghana
@achemaworldwide
@sloungeafrica
@kncvchemie

Top Mentioned in G2:
@isc3centre
@this0499154500
@viridischem
@catalysisevent
@tandfphysci
@suncochem_eu
@circlelabp
@annadesperada
@sloungeafrica
@giz_gmbh

Top Mentioned in G3:
@tandfphysci
@this0499154500
@isc3centre
@suncochem_eu
@viridi
@lizaabraham

Top Mentioned in G4:
@asynt
@asyntkirsty

Top Mentioned in G5:
@envscitech
@amerchemsociety

Top Mentioned in G6:
@awwa
@biosafe_systems

Top Mentioned in G7:
@martijndegraaff

Top Mentioned in G8:
@the_gc3

Top Mentioned in G9:
@smartprosys

Top Tweeters
Top Tweeters in Entire Graph:
@amerchemsociety
@this0499154500
@bmuv
@awwa
@tanthani
@giz_gmbh
@umweltbundesamt
@envscitech
@asynt
@microbiozindia

Top Tweeters in G1:
@bmuv
@umweltbundesamt
@dechema
@leuphana
@achemaworldwide
@kncvchemie
@isc3centre
@chrisslootweg
@saskia_svb
@giz_ghana

Top Tweeters in G2:
@this0499154500
@giz_gmbh
@nunezdolors
@polskachemia
@ecrnnetwork
@annadesperada
@vietextilelab
@catalysisevent
@sloungeafrica
@circlelabp

Top Tweeters in G3:
@tandfphysci
@siva_ragini
@viridischem
@suncochem_eu
@viridi
@lizaabraham

Top Tweeters in G4:
@asynt
@microbiozindia
@asyntkirsty

Top Tweeters in G5:
@amerchemsociety
@tanthani
@envscitech

Top Tweeters in G6:
@awwa
@biosafe_systems
@cygnetaquatics

Top Tweeters in G7:
@martijndegraaff
@biorizon

Top Tweeters in G8:
@the_gc3
@association4aa

Top Tweeters in G9:
@jakob_schweizer
@smartprosys