#sustainablechemistry, Twitter, 10/12/2021 2:53:17 AM, 264353


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#sustainablechemistry_2021-10-11_19-12-00.xlsx
#sustainablechemistry_2021-10-11_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 12, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/2YHc1Ta
@isc3centre
@suschem_ch
@leuphana
@dechema
@chemieverband
@sookio
@asynt
@chemists4future
@giz_gmbh
@mjrmacleod

Top hashtags:
#sustainablechemistry
#greenchemistry
#greener
#teammerck
#team
#teammilliporesigma

Description:
Description
The graph represents a network of 31 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 October 2021 at 02:12 UTC.

The requested start date was Tuesday, 12 October 2021 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 11-day, 16-hour, 29-minute period from Tuesday, 28 September 2021 at 12:31 UTC to Sunday, 10 October 2021 at 05:01 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 : 31
Unique Edges : 17
Edges With Duplicates : 33
Total Edges : 50
Number of Edge Types : 4
Tweet : 16
Retweet : 11
MentionsInRetweet : 11
Mentions : 12
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.0588235294117647
Reciprocated Edge Ratio : 0.111111111111111
Connected Components : 14
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 17
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.404255
Graph Density : 0.0193548387096774
Modularity : 0.4079
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 31 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 October 2021 at 02:12 UTC.

The requested start date was Tuesday, 12 October 2021 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 11-day, 16-hour, 29-minute period from Tuesday, 28 September 2021 at 12:31 UTC to Sunday, 10 October 2021 at 05:01 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://www.ilmac.ch/en/2nd-green-sustainable-chemistry-day
[2] https://twitter.com/SusChem_CH/status/1445643207799291905
[2] https://nviewscareer.com/job/phd-position-sustainable-organophosphates-zero-waste-project-chemistry/
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=8695dd3929
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=5582af66fc
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=12c6cbfe39
[1] https://twitter.com/ELSchemistry/status/1445647519262728192
[1] https://www.isc3.org/en/news/news/chemists-for-future-lecture-1-by-isc3-research-and-education-hub-director-prof-kuemmerer-from-green-to-sustainable-chemistry.html
[1] https://dechema.converia.de/frontend/index.php?sub=595
[1] https://www.youtube.com/watch?v=9OnWyBKvijo&t=1s


Top URLs in Tweet in G1:
[1] https://www.tbpinnovate.com/agplasticsinnovation
[1] https://www.marketscreener.com/quote/stock/MERCK-KGAA-436395/news/Merck-CIRCA-GROUP-S-BIO-BASED-CHEMICALS-FEATURED-IN-MERCK-KGaA-WEBINAR-36531258/
[1] https://www.politico.eu/sponsored-content/innovative-chemistry-is-putting-the-automotive-industry-in-the-fast-lane-to-a-greener-future/
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=c9d422e984
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=251e974763
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=5e30012f56
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=12c6cbfe39
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=5582af66fc
[1] https://www.sigmaaldrich.com/CA/en/collections/events/e892465964?amp%3Butm_source=linkedin&%3Butm_medium=social+media&%3Butm_campaign=sustainability-tid-2021041035&utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=8695dd3929

Top URLs in Tweet in G2:
[1] https://twitter.com/ELSchemistry/status/1445647519262728192
[1] https://twitter.com/NobelPrize/status/1445687884158160904
[1] https://www.youtube.com/watch?v=9OnWyBKvijo&t=1s

[1] https://dechema.converia.de/frontend/index.php?sub=595
[1] https://www.isc3.org/en/news/news/chemists-for-future-lecture-1-by-isc3-research-and-education-hub-director-prof-kuemmerer-from-green-to-sustainable-chemistry.html

Top URLs in Tweet in G3:
[2] https://twitter.com/SusChem_CH/status/1445643207799291905
[2] https://www.ilmac.ch/en/2nd-green-sustainable-chemistry-day
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41929-017-0007-z
[1] https://www.ilmac.ch/en/ticket
[1] https://twitter.com/ILMAC_Basel/status/1438394726063935488
[1] https://pubs.acs.org/doi/10.1021/acssuschemeng.8b06467?cookieSet=1

Top URLs in Tweet in G4:
[1] https://www.leuphana.de/en/professional-school/events/news/single-view/2021/09/24/master-sustainable-chemistry-listed-among-sdg-good-practices-of-the-un.html

Top URLs in Tweet in G5:
[1] https://www.asynt.com/products/benchtop-synthesis-tools/

Top URLs in Tweet in G6:
[2] https://nviewscareer.com/job/phd-position-sustainable-organophosphates-zero-waste-project-chemistry/

Top URLs in Tweet in G7:
[1] https://twitter.com/bnzphtalide/status/1443786754004172800

Top URLs in Tweet in G8:
[1] https://youtu.be/tRVLmMcImu4

Top Domains
Top Domains in Tweet in Entire Graph:
[6] sigmaaldrich.com
[6] twitter.com
[3] ilmac.ch
[2] nviewscareer.com
[1] isc3.org
[1] converia.de
[1] youtube.com
[1] asynt.com
[1] nature.com
[1] acs.org

Top Domains in Tweet in G1:
[6] sigmaaldrich.com
[1] tbpinnovate.com
[1] marketscreener.com
[1] politico.eu

Top Domains in Tweet in G2:
[2] twitter.com
[1] youtube.com
[1] converia.de
[1] isc3.org

Top Domains in Tweet in G3:
[3] twitter.com
[3] ilmac.ch
[1] nature.com
[1] acs.org

Top Domains in Tweet in G4:
[1] leuphana.de

Top Domains in Tweet in G5:
[1] asynt.com

Top Domains in Tweet in G6:
[2] nviewscareer.com

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

Top Domains in Tweet in G8:
[1] youtu.be

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] sustainablechemistry
[13] greenchemistry
[6] greener
[6] teammerck
[3] team
[3] teammilliporesigma
[3] suschem
[2] ilmac
[2] circulareconomy
[2] phd



Top Hashtags in Tweet in G1:
[9] sustainablechemistry
[8] greenchemistry
[6] greener
[6] teammerck
[3] team
[3] teammilliporesigma
[2] fermentum
[2] accelerateyourvision
[2] fermentationservicesdotcom
[1] innovations

Top Hashtags in Tweet in G2:
[6] sustainablechemistry
[1] isc3
[1] nobelprize
[1] circulareconomy
[1] fridaysforfuture
[1] climatechange
[1] investor
[1] climatetech
[1] cleantech
[1] science

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

Top Hashtags in Tweet in G4:
[1] sustainability
[1] sustainablechemistry
[1] sdg
[1] unitednations

Top Hashtags in Tweet in G5:
[1] sustainablechemistry
[1] labsafety
[1] realtimechem

Top Hashtags in Tweet in G6:
[2] phd
[2] academicjobs
[1] thenetherlands
[1] amsterdam
[1] sustainablechemistry
[1] computationalchemistry
[1] sustainableorganophosphates
[1] thenetherlandsjob

Top Hashtags in Tweet in G7:
[2] chemistry
[2] sustainablechemistry
[2] greenchemistry
[2] potreaction

Top Hashtags in Tweet in G8:
[2] volta
[1] circulareconomy
[1] ccu
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[24] #sustainablechemistry
[13] chemistry
[13] 2021
[13] #greenchemistry
[12] virtual
[11] join
[10] green
[8] register
[8] use
[7] free

Top Words in Tweet in G1:
[11] virtual
[9] #sustainablechemistry
[8] #greenchemistry
[6] green
[6] chemistry
[6] symposium
[6] october
[6] 27
[6] november
[6] 10

Top Words in Tweet in G2:
[6] #sustainablechemistry
[5] chemistry
[5] proud
[5] contribute
[4] green
[3] sustainable
[3] director
[3] more
[2] registered
[2] elsevierconnect's

Top Words in Tweet in G3:
[8] use
[7] suschem_ch
[6] join
[6] ilmac
[6] 2021
[6] talk
[6] ludo
[6] diels
[6] bio
[6] derived

Top Words in Tweet in G6:
[2] phd
[2] position
[2] sustainable
[2] organophosphates
[2] zero
[2] waste
[2] project
[2] chemistry
[2] #phd
[2] #academicjobs

Top Words in Tweet in G7:
[2] #chemistry
[2] #sustainablechemistry
[2] #greenchemistry
[2] #potreaction

Top Words in Tweet in G8:
[3] excess
[3] co2
[2] avantium
[2] imagine
[2] world
[2] longer
[2] harmful
[2] helpful
[2] #volta
[2] technology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] #greenchemistry,#sustainablechemistry
[6] virtual,green
[6] green,chemistry
[6] chemistry,symposium
[6] symposium,october
[6] october,27
[6] 27,november
[6] november,10
[6] 10,2021
[6] #sustainablechemistry,#greener

Top Word Pairs in Tweet in G1:
[8] #greenchemistry,#sustainablechemistry
[6] virtual,green
[6] green,chemistry
[6] chemistry,symposium
[6] symposium,october
[6] october,27
[6] 27,november
[6] november,10
[6] 10,2021
[6] #sustainablechemistry,#greener

Top Word Pairs in Tweet in G2:
[4] proud,contribute
[3] green,sustainable
[3] sustainable,chemistry
[2] registered,elsevierconnect's
[2] elsevierconnect's,green
[2] chemistry,conference
[2] conference,proud
[2] research,education
[2] very,proud
[2] contribute,initative

Top Word Pairs in Tweet in G3:
[6] join,ilmac
[6] ilmac,2021
[6] 2021,talk
[6] talk,ludo
[6] ludo,diels
[6] diels,use
[6] use,bio
[6] bio,derived
[6] derived,aromatic
[6] aromatic,compounds

Top Word Pairs in Tweet in G6:
[2] phd,position
[2] position,sustainable
[2] sustainable,organophosphates
[2] organophosphates,zero
[2] zero,waste
[2] waste,project
[2] project,chemistry
[2] chemistry,#phd
[2] #phd,#academicjobs

Top Word Pairs in Tweet in G7:
[2] #chemistry,#sustainablechemistry
[2] #sustainablechemistry,#greenchemistry
[2] #greenchemistry,#potreaction

Top Word Pairs in Tweet in G8:
[3] excess,co2
[2] imagine,world
[2] world,excess
[2] co2,longer
[2] longer,harmful
[2] harmful,helpful
[2] helpful,#volta
[2] #volta,technology
[2] technology,making

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@suschem_ch
@elsevierconnect
@kkuemmererlab
@giz_gmbh
@chemists4future
@isc3centre
@leuphana
@chemieverband
@dechema
@sookio

Top Mentioned in G2:
@elsevierconnect
@kkuemmererlab
@giz_gmbh
@chemists4future
@isc3centre
@leuphana
@dechema
@chemieverband

Top Mentioned in G3:
@suschem_ch

Top Mentioned in G4:
@undesa

Top Mentioned in G5:
@sookio

Top Mentioned in G6:
@nviewscareer

Top Mentioned in G7:
@bnzphtalide

Top Mentioned in G8:
@avantium

Top Tweeters
Top Tweeters in Entire Graph:
@sookio
@undesa
@savirapu
@giz_gmbh
@elsevierconnect
@bnzphtalide
@acsgci
@chemieverband
@asynt
@nviewscareer

Top Tweeters in G1:
@tbpinnovate
@fermentumbio
@mickey_hlinka
@aprilbauerphd
@guajardoerika1
@assuntaromano14
@mjrmacleod
@chemistrysemin1

Top Tweeters in G2:
@giz_gmbh
@elsevierconnect
@chemieverband
@dechema
@isc3centre
@kkuemmererlab
@chemists4future

Top Tweeters in G3:
@helvchimacta
@chimia_journal
@ilmac_basel
@swisschemistry
@suschem_ch
@godineauedouard

Top Tweeters in G4:
@undesa
@leuphana

Top Tweeters in G5:
@sookio
@asynt

Top Tweeters in G6:
@acsgci
@nviewscareer

Top Tweeters in G7:
@savirapu
@bnzphtalide

Top Tweeters in G8:
@avantium
@greenwashberlin