#sustainablechemistry, Twitter, 10/26/2021 4:40:24 AM, 264765


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#sustainablechemistry_2021-10-25_19-12-00.xlsx
#sustainablechemistry_2021-10-25_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 26, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3CkNUsg
@isc3centre
@suschem_ch
@clariant
@swisschemistry
@juliana_lvidal
@pantonline
@co2valueeu
@vitobelgium
@chimia_journal
@chemists4future

Top hashtags:
#sustainablechemistry
#cleantech
#ccu
#greenchemistry

Description:
Description
The graph represents a network of 62 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, 26 October 2021 at 02:12 UTC.

The requested start date was Tuesday, 26 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 10-day, 21-hour, 32-minute period from Tuesday, 12 October 2021 at 09:28 UTC to Saturday, 23 October 2021 at 07:01 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 : 62
Unique Edges : 56
Edges With Duplicates : 92
Total Edges : 148
Number of Edge Types : 4
Retweet : 37
MentionsInRetweet : 61
Mentions : 42
Tweet : 8
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.116883116883117
Reciprocated Edge Ratio : 0.209302325581395
Connected Components : 11
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 24
Maximum Edges in a Connected Component : 63
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.869739
Graph Density : 0.0227392913802221
Modularity : 0.449815
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 62 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, 26 October 2021 at 02:12 UTC.

The requested start date was Tuesday, 26 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 10-day, 21-hour, 32-minute period from Tuesday, 12 October 2021 at 09:28 UTC to Saturday, 23 October 2021 at 07:01 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:
[3] https://www.youtube.com/watch?v=oJU5pRMI3eU

[2] https://www.youtube.com/channel/UC3OD_pn_6DfqZDii6F3v6BA/featured?utm_campaign=facebook&utm_source=xml&utm_medium=social
[2] https://www.isc3.org/en/event/global-sustainable-chemistry-week-2021.html
[2] https://dechema.converia.de/frontend/index.php?sub=595
[1] https://8th-biorizon-bio-aromatics-event.b2match.io/home
[1] https://twitter.com/Bloom_Biorenew/status/1447568407029813257
[1] https://twitter.com/clariant/status/1451204228718936067
[1] https://www.sigmaaldrich.com/AD/en/collections/events/e892465964?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=e9c79e5626
[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
[1] https://terminplaner4.dfn.de/registration-info-session-schem

Top URLs in Tweet in G1:
[3] https://www.youtube.com/watch?v=oJU5pRMI3eU

[2] https://www.isc3.org/en/event/global-sustainable-chemistry-week-2021.html
[2] https://dechema.converia.de/frontend/index.php?sub=595
[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
[1] https://jobs.giz.de/index.php?ac=jobad&id=57497
[1] https://twitter.com/ANIIuy/status/1448986822957322247
[1] https://twitter.com/ElsevierChemist/status/1450353527843430400
[1] https://www.youtube.com/watch?v=OzReSRU5YxY

[1] https://twitter.com/ELSchemistry/status/1445647519262728192
[1] https://www.isc3.org/en/event/isc3-stakeholder-forum.html

Top URLs in Tweet in G2:
[1] https://twitter.com/clariant/status/1451204228718936067

Top URLs in Tweet in G3:
[1] https://8th-biorizon-bio-aromatics-event.b2match.io/home
[1] https://twitter.com/CO2ValueEU/status/1448559501456596992
[1] https://www.youtube.com/watch?v=OrzGUXY2750


Top URLs in Tweet in G4:
[1] https://twitter.com/Bloom_Biorenew/status/1447568407029813257
[1] https://twitter.com/SusChem_CH/status/1445643207799291905

Top URLs in Tweet in G5:
[2] https://www.youtube.com/channel/UC3OD_pn_6DfqZDii6F3v6BA/featured?utm_campaign=facebook&utm_source=xml&utm_medium=social
[1] https://pubs.acs.org/page/ascecg/video?videoId=6258257780001&cookieSet=1
[1] https://suschem-2.sciforum.net/
[1] https://catsci.com/faster-cleaner-and-greener/
[1] https://www.sigmaaldrich.com/AD/en/collections/events/e892465964?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=e9c79e5626

Top URLs in Tweet in G6:
[1] https://open.spotify.com/episode/7tqjkpl1rdQLCVZiO5X3W9

Top URLs in Tweet in G7:
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f

Top URLs in Tweet in G8:
[1] 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/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] sustainablechemistry
[11] cleantech
[8] ccu
[6] greenchemistry
[4] iscyouthday
[3] suschem
[3] catalysis
[3] isc3
[3] applynow
[2] gscw21



Top Hashtags in Tweet in G1:
[20] sustainablechemistry
[4] iscyouthday
[3] applynow
[3] isc3
[2] innovation
[2] energytransition
[1] sdgs
[1] hiring
[1] job
[1] startups

Top Hashtags in Tweet in G2:
[8] cleantech
[4] sustainablechemistry
[3] catalysis
[1] catalysts

Top Hashtags in Tweet in G3:
[8] ccu
[7] sustainablechemistry
[1] biobasedbusiness
[1] biobasedchemistry
[1] mustwatch
[1] cleantech
[1] power2x
[1] roadtocop26

Top Hashtags in Tweet in G4:
[3] suschem
[3] greenchemistry
[3] sustainablechemistry
[2] cleantech

Top Hashtags in Tweet in G5:
[5] sustainablechemistry
[2] greenchemistry
[1] junhuang
[1] jeremyluterbacher
[1] meaganmauter
[1] acs
[1] sustainableengineering
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Hashtags in Tweet in G6:
[1] podcast
[1] greenchemistry
[1] sustainablechemistry
[1] sustainable

Top Hashtags in Tweet in G7:
[2] suncochem
[2] sustainablechemistry

Top Hashtags in Tweet in G8:
[2] ecrn
[1] gscw21
[1] regions
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[43] #sustainablechemistry
[16] 2021
[15] scientists
[14] isc3centre
[14] sustainable
[13] young
[12] together
[12] clariant
[12] award
[11] swiss

Top Words in Tweet in G1:
[20] #sustainablechemistry
[14] isc3centre
[9] nov
[7] global
[7] leuphana
[6] week
[6] programme
[5] 1st
[5] join
[5] msc

Top Words in Tweet in G2:
[11] young
[11] scientists
[10] clariant
[8] together
[8] swisschemistry
[8] pleased
[8] honor
[8] swiss
[8] #cleantech
[8] award

Top Words in Tweet in G3:
[8] expert
[8] pantonline
[8] #ccu
[7] #sustainablechemistry
[5] 3rd
[5] episode
[5] meet
[5] experts
[5] discussed
[4] co2valueeu

Top Words in Tweet in G4:
[5] speaker
[5] introduce
[4] sustainable
[3] swiss
[3] #suschem
[3] #greenchemistry
[3] #sustainablechemistry
[3] next
[3] francesca
[3] paradisi

Top Words in Tweet in G5:
[5] #sustainablechemistry
[3] 2021
[3] chemistry
[2] 2nd
[2] dr
[2] register
[2] #greenchemistry

Top Words in Tweet in G6:
[2] scientists
[2] love
[2] tool
[2] provides
[2] toxicity
[2] info
[2] way
[2] beyond
[2] typical
[2] sds

Top Words in Tweet in G7:
[3] project
[2] interested
[2] #suncochem
[2] #sustainablechemistry
[2] subscribe
[2] community
[2] interest
[2] receive

Top Words in Tweet in G8:
[3] sustainable
[2] register
[2] #ecrn
[2] event
[2] regions
[2] key
[2] players
[2] transition
[2] circular
[2] chemical

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[13] young,scientists
[10] together,swisschemistry
[10] swisschemistry,pleased
[10] pleased,honor
[10] honor,young
[10] scientists,swiss
[10] swiss,#cleantech
[10] #cleantech,award
[10] award,2021
[9] clariant,together

Top Word Pairs in Tweet in G1:
[6] global,#sustainablechemistry
[6] #sustainablechemistry,week
[5] 1st,global
[5] msc,#sustainablechemistry
[5] sustainable,chemistry
[5] chemistry,conference
[4] week,organized
[4] organized,isc3centre
[4] isc3centre,begins
[4] begins,nov

Top Word Pairs in Tweet in G2:
[11] young,scientists
[8] together,swisschemistry
[8] swisschemistry,pleased
[8] pleased,honor
[8] honor,young
[8] scientists,swiss
[8] swiss,#cleantech
[8] #cleantech,award
[8] award,2021
[7] clariant,together

Top Word Pairs in Tweet in G3:
[5] 3rd,episode
[5] episode,meet
[5] meet,#ccu
[5] #ccu,experts
[5] experts,discussed
[5] discussed,pantonline
[5] pantonline,expert
[5] expert,#sustainablechemistry
[4] co2valueeu,3rd
[4] #sustainablechemistry,resourc

Top Word Pairs in Tweet in G4:
[5] speaker,introduce
[3] #suschem,#greenchemistry
[3] #greenchemistry,#sustainablechemistry
[3] next,speaker
[3] introduce,francesca
[3] francesca,paradisi
[3] paradisi,paradisireslab
[3] paradisireslab,recipient
[3] recipient,green
[3] green,sustainable

Top Word Pairs in Tweet in G5:
[2] #greenchemistry,#sustainablechemistry

Top Word Pairs in Tweet in G6:
[2] scientists,love
[2] love,tool
[2] tool,provides
[2] provides,toxicity
[2] toxicity,info
[2] info,way
[2] way,beyond
[2] beyond,typical
[2] typical,sds
[2] sds,safety

Top Word Pairs in Tweet in G7:
[2] interested,#suncochem
[2] #suncochem,#sustainablechemistry
[2] #sustainablechemistry,project
[2] project,subscribe
[2] subscribe,community
[2] community,interest
[2] interest,receive

Top Word Pairs in Tweet in G8:
[2] register,#ecrn
[2] #ecrn,event
[2] event,regions
[2] regions,key
[2] key,players
[2] players,transition
[2] transition,sustainable
[2] sustainable,circular
[2] circular,chemical
[2] chemical,sector

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@clariant
@swisschemistry
@pantonline
@leuphana
@giz_gmbh
@dechema
@co2valueeu
@vitobelgium
@juliana_lvidal

Top Mentioned in G1:
@isc3centre
@leuphana
@dechema
@giz_gmbh
@juliana_lvidal
@elsevierconnect
@chemists4future
@kkuemmererlab
@bmu
@umweltbundesamt

Top Mentioned in G2:
@clariant
@swisschemistry
@selinakkaiser1
@catalysis_eth

Top Mentioned in G3:
@pantonline
@co2valueeu
@vitobelgium
@biorizon
@reuseco2

Top Mentioned in G4:
@paradisireslab
@suschem_ch
@ilmac_basel
@rwth
@clariant
@swisschemistry
@bloom_biorenew

Top Mentioned in G6:
@goinggreen_show
@viridischem

Top Mentioned in G7:
@suncochem_eu

Top Mentioned in G8:
@ecrnnetwork

Top Tweeters
Top Tweeters in Entire Graph:
@eco1start
@e_nterdiscipl
@yadavganaa
@bmu
@good_policies
@sustdev
@rwth
@giz_gmbh
@elsevierconnect
@aniiuy

Top Tweeters in G1:
@eco1start
@e_nterdiscipl
@bmu
@good_policies
@sustdev
@giz_gmbh
@elsevierconnect
@aniiuy
@acsgci
@umweltbundesamt

Top Tweeters in G2:
@yadavganaa
@clariant
@helvchimacta
@catalysis_eth
@coperetgroup
@swisschemistry
@nimras987
@guidozichi
@wooseokyang1
@selinakkaiser1

Top Tweeters in G3:
@pantonline
@vitobelgium
@ivito98509335
@antolamantia
@biorizon
@reuseco2
@dumas_claire
@co2valueeu
@ifibiop

Top Tweeters in G4:
@rwth
@chimia_journal
@paradisireslab
@ilmac_basel
@swisswomenchem
@suschem_ch
@bloom_biorenew
@godineauedouard

Top Tweeters in G5:
@analytiknews
@sciforum
@catsciltd
@fermentumbio
@learneranduser

Top Tweeters in G6:
@viridischem
@goinggreen_show

Top Tweeters in G7:
@iitalk_projects
@suncochem_eu

Top Tweeters in G8:
@nunezdolors
@ecrnnetwork