#sustainablechemistry, Twitter, 4/1/2021 5:42:51 PM, 251754


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#sustainablechemistry_2021-03-31_18-50-49.xlsx
#sustainablechemistry_2021-03-31_18-50-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3wju4uU
@isc3centre
@acsgci
@jestebanchemeng
@viridischem
@giztransport
@ilovepoe_27
@eksoykimya
@fermentumbio
@suncochem_eu
@martijndegraaff

Top hashtags:
#sustainablechemistry
#greenchemistry
#sustainability
#intern

Description:
Description
The graph represents a network of 30 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 Thursday, 01 April 2021 at 01:50 UTC.

The requested start date was Tuesday, 30 March 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, 9-hour, 3-minute period from Wednesday, 17 March 2021 at 11:11 UTC to Saturday, 27 March 2021 at 20:15 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 : 30
Unique Edges : 15
Edges With Duplicates : 44
Total Edges : 59
Number of Edge Types : 4
Retweet : 19
MentionsInRetweet : 22
Mentions : 7
Tweet : 11
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 7
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 31
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.696078
Graph Density : 0.0310344827586207
Modularity : 0.434789
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 30 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 Thursday, 01 April 2021 at 01:50 UTC.

The requested start date was Tuesday, 30 March 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, 9-hour, 3-minute period from Wednesday, 17 March 2021 at 11:11 UTC to Saturday, 27 March 2021 at 20:15 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://link.springer.com/epdf/10.1007/s12039-021-01886-6?sharing_token=aRwooMNnsB6Y3r9ON7yNUve4RwlQNchNByi7wbcMAY7JhKghHyT3zB8Ee8hqzEnfRcgsnT-b1u1vxl7RuRhXMk2iJLvChSdie1ifwS8P2IPL121cY-sWaPSDLFWz8GmHimPf2MyrPfe8K194ZWcF6W_YN1cYnq1IqKOocBITVs8%3D
[1] https://twitter.com/viridischem/status/1372545458367696905
[1] https://www.se.manchester.ac.uk/our-research/funding/faculty-phd-studentships/
[1] https://twitter.com/contentplace/status/1375903986046263297
[1] https://www.viridischem.com/blogs/new-u-s-legislation-incentivizes-green-chemistry-collaboration/
[1] https://www.isc3.org/en/news/article/article/a-new-way-to-share-rd-equipment-arrives-in-brazil.html
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f
[1] https://suncochem.eu/deliverables-promotional-materials/
[1] https://jobs.giz.de/index.php?ac=jobad&id=54235
[1] https://www.linkedin.com/slink?code=gbQxu5g

Top URLs in Tweet in G1:
[1] https://www.isc3.org/en/news/article/article/a-new-way-to-share-rd-equipment-arrives-in-brazil.html
[1] https://jobs.giz.de/index.php?ac=jobad&id=54124
[1] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://jobs.giz.de/index.php?ac=jobad&id=54235
[1] https://www.linkedin.com/slink?code=gbQxu5g

Top URLs in Tweet in G2:
[1] https://twitter.com/viridischem/status/1372545458367696905
[1] https://www.viridischem.com/blogs/new-u-s-legislation-incentivizes-green-chemistry-collaboration/
[1] https://twitter.com/contentplace/status/1375903986046263297

Top URLs in Tweet in G4:
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f
[1] https://suncochem.eu/deliverables-promotional-materials/

Top URLs in Tweet in G5:
[1] https://www.forbes.com/sites/amyfeldman/2021/03/15/synthetic-biology-company-amyris-swapped-biofuels-for-personal-care-its-stock-is-up-10-fold-over-the-past-year/?sh=3bbbf05a5b7a

Top URLs in Tweet in G6:
[1] https://www.se.manchester.ac.uk/our-research/funding/faculty-phd-studentships/

Top URLs in Tweet in G7:
[2] https://link.springer.com/epdf/10.1007/s12039-021-01886-6?sharing_token=aRwooMNnsB6Y3r9ON7yNUve4RwlQNchNByi7wbcMAY7JhKghHyT3zB8Ee8hqzEnfRcgsnT-b1u1vxl7RuRhXMk2iJLvChSdie1ifwS8P2IPL121cY-sWaPSDLFWz8GmHimPf2MyrPfe8K194ZWcF6W_YN1cYnq1IqKOocBITVs8%3D

Top URLs in Tweet in G8:
[1] https://archive.newsletter2go.com/?n2g=im0rctaf-lwe01giv-dh
[1] https://www.youtube.com/watch?v=kbkXVZMabAs&ab_channel=CO2EXIDE


Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[2] springer.com
[2] giz.de
[1] ac.uk
[1] viridischem.com
[1] isc3.org
[1] list-manage.com
[1] suncochem.eu
[1] linkedin.com
[1] newsletter2go.com

Top Domains in Tweet in G1:
[2] giz.de
[1] isc3.org
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] viridischem.com

Top Domains in Tweet in G4:
[1] list-manage.com
[1] suncochem.eu

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

Top Domains in Tweet in G6:
[1] ac.uk

Top Domains in Tweet in G7:
[2] springer.com

Top Domains in Tweet in G8:
[1] newsletter2go.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] sustainablechemistry
[6] greenchemistry
[5] sustainability
[4] intern
[4] powertox
[4] suncochem
[3] phdscholarships
[3] eksoy
[3] newagent
[3] forbes



Top Hashtags in Tweet in G1:
[5] sustainability
[5] sustainablechemistry
[4] intern
[4] powertox
[2] innovationchallenge
[1] phdscholarships
[1] collaboration
[1] scientific
[1] research
[1] innovation

Top Hashtags in Tweet in G2:
[5] sustainablechemistry
[4] greenchemistry
[2] earthhour2021
[2] green

Top Hashtags in Tweet in G3:
[3] eksoy
[3] newagent
[1] sustainablechemistry
[1] reactivesoaping

Top Hashtags in Tweet in G4:
[4] suncochem
[4] sustainablechemistry
[1] chemicalindustry
[1] renewableenergy

Top Hashtags in Tweet in G5:
[3] forbes
[3] amyris
[3] synbio
[1] sustainablechemistry
[1] personalcare
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Hashtags in Tweet in G6:
[2] phdscholarships
[1] sustainablechemistry
[1] greenchemistry

Top Hashtags in Tweet in G7:
[2] methane
[2] ethanol
[2] catalysis
[2] catalyst
[1] greensynthesis
[1] greenchemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] sustainablechemistry
[1] ccus

Top Words
Top Words in Tweet in Entire Graph:
[19] #sustainablechemistry
[9] apply
[8] interested
[7] looking
[7] project
[7] sustainable
[6] isc3centre
[6] work
[6] #greenchemistry
[5] partner

Top Words in Tweet in G1:
[9] apply
[7] interested
[7] looking
[6] sustainable
[6] isc3centre
[5] #sustainability
[5] #sustainablechemistry
[4] project
[4] partner
[4] giztransport

Top Words in Tweet in G2:
[5] #sustainablechemistry
[4] #greenchemistry
[2] viridischem
[2] yes
[2] here's
[2] #earthhour2021
[2] #green
[2] act
[2] meets
[2] dual

Top Words in Tweet in G3:
[3] eksoy
[3] reactive
[3] soaping
[3] agent
[3] exoline
[3] 3027
[3] cyc
[3] made
[3] 100
[3] recycled

Top Words in Tweet in G4:
[4] #suncochem
[4] #sustainablechemistry
[3] know
[3] more
[3] project
[3] download
[3] promotional
[3] materials
[2] suncochem_eu
[2] lea

Top Words in Tweet in G5:
[3] forbes
[3] covers
[3] amyris'
[3] auspicious
[3] transition
[3] biofuels
[3] synbio
[3] driven
[3] personal
[3] care

Top Words in Tweet in G6:
[2] university
[2] manchester
[2] opened
[2] call
[2] dean
[2] doctoral
[2] scholarship
[2] awards
[2] #phdscholarships

Top Words in Tweet in G7:
[2] activation
[2] #methane
[2] cu
[2] moox
[2] synthesis
[2] #ethanol
[2] #catalysis
[2] #catalyst

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] interested,apply
[4] partner,giztransport
[4] giztransport,looking
[4] looking,#intern
[4] #intern,work
[4] work,#powertox
[4] #powertox,help
[4] help,develop
[4] develop,#sustainability
[4] #sustainability,standards

Top Word Pairs in Tweet in G1:
[7] interested,apply
[4] partner,giztransport
[4] giztransport,looking
[4] looking,#intern
[4] #intern,work
[4] work,#powertox
[4] #powertox,help
[4] help,develop
[4] develop,#sustainability
[4] #sustainability,standards

Top Word Pairs in Tweet in G2:
[2] yes,here's
[2] here's,#earthhour2021
[2] #earthhour2021,#green
[2] #green,#greenchemistry
[2] #greenchemistry,#sustainablechemistry
[2] #sustainablechemistry,act
[2] act,meets
[2] meets,dual
[2] dual,challenges
[2] challenges,economic

Top Word Pairs in Tweet in G3:
[3] eksoy,reactive
[3] reactive,soaping
[3] soaping,agent
[3] agent,exoline
[3] exoline,3027
[3] 3027,cyc
[3] cyc,made
[3] made,100
[3] 100,recycled
[3] recycled,industrial

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

Top Word Pairs in Tweet in G5:
[3] forbes,covers
[3] covers,amyris'
[3] amyris',auspicious
[3] auspicious,transition
[3] transition,biofuels
[3] biofuels,synbio
[3] synbio,driven
[3] driven,personal
[3] personal,care
[3] care,#forbes

Top Word Pairs in Tweet in G6:
[2] university,manchester
[2] manchester,opened
[2] opened,call
[2] call,dean
[2] dean,doctoral
[2] doctoral,scholarship
[2] scholarship,awards
[2] awards,#phdscholarships

Top Word Pairs in Tweet in G7:
[2] activation,#methane
[2] #methane,cu
[2] cu,moox
[2] moox,synthesis
[2] synthesis,#ethanol
[2] #ethanol,#catalysis
[2] #catalysis,#catalyst

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@giztransport
@jestebanchemeng
@martijndegraaff
@viridischem
@eksoykimya
@suncochem_eu
@fermentumbio
@genomatica
@brontidebg

Top Mentioned in G1:
@isc3centre
@giztransport
@martijndegraaff
@jestebanchemeng
@clustermarket
@cetiqtsenaibr
@firjan

Top Mentioned in G2:
@viridischem
@genomatica
@brontidebg

Top Mentioned in G3:
@eksoykimya

Top Mentioned in G4:
@suncochem_eu

Top Mentioned in G5:
@fermentumbio

Top Mentioned in G6:
@jestebanchemeng

Top Mentioned in G7:
@jchemsci

Top Mentioned in G8:
@co2exideproject
@siemens_energy

Top Tweeters
Top Tweeters in Entire Graph:
@sustaintrends
@siemens_energy
@suschem
@_biodiversa
@firjan
@synbiobot
@acsgci
@contentplace
@martijndegraaff
@iff

Top Tweeters in G1:
@sustaintrends
@suschem
@firjan
@acsgci
@martijndegraaff
@clustermarket
@ilovepoe_27
@giztransport
@cetiqtsenaibr
@isc3centre

Top Tweeters in G2:
@contentplace
@brontidebg
@genomatica
@viridischem
@chiraljam

Top Tweeters in G3:
@shahid_eksoy
@eksoykimya
@273zulfiqar

Top Tweeters in G4:
@iff
@hysytech
@suncochem_eu

Top Tweeters in G5:
@_biodiversa
@synbiobot
@fermentumbio

Top Tweeters in G6:
@jkowalska
@jestebanchemeng

Top Tweeters in G7:
@jncbala
@jchemsci

Top Tweeters in G8:
@siemens_energy
@co2exideproject


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