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#sustainablechemistry_2021-12-20_19-37-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3FfGiZu
@this0499154500
@isc3centre
@uon_propulsion
@deepbranchbio
@messe_services
@vitobelgium
@rotterdamahoy
@castagnologroup
@iisd_sdgs
@livesinchem

Top hashtags:
#sustainablechemistry
#innovation
#challenge
#waste

Description:
Description
The graph represents a network of 48 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 December 2021 at 03:37 UTC.

The requested start date was Tuesday, 21 December 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, 6-hour, 40-minute period from Tuesday, 07 December 2021 at 08:34 UTC to Friday, 17 December 2021 at 15:15 UTC.

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 : 48
Unique Edges : 40
Edges With Duplicates : 38
Total Edges : 78
Number of Edge Types : 4
Retweet : 17
MentionsInRetweet : 26
Mentions : 32
Tweet : 3
Self-Loops : 3
Reciprocated Vertex Pair Ratio : 0.0181818181818182
Reciprocated Edge Ratio : 0.0357142857142857
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 59
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.641379
Graph Density : 0.024822695035461
Modularity : 0.544666
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 48 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 December 2021 at 03:37 UTC.

The requested start date was Tuesday, 21 December 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, 6-hour, 40-minute period from Tuesday, 07 December 2021 at 08:34 UTC to Friday, 17 December 2021 at 15:15 UTC.

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] http://M.Sc
[3] https://www.un.org/en/observances/mountain-day
[1] https://www.isc3.org/en/about-isc3/women-in-sustainable-chemistry.html?tx_news_pi1%5Baction%5D=detail&tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Bnews%5D=175&cHash=e5b7923ca1560adb71d1868ad0ec2891
[1] https://sdg.iisd.org/news/study-estimates-risk-of-chemicals-in-products-to-young-children/
[1] http://sdg.iisd.org/news/oecd-offers-design-guidance-for-sustainable-plastic-products/?utm_medium=email&utm_campaign=SDG%20Update%20-%209%20December%202021&utm_content=SDG%20Update%20-%209%20December%202021+CID_1545f00853db6f160b5e0fef6c283243&utm_source=cm&utm_term=Read
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://www.youtube.com/watch?v=h7fWCkgVSWE

[1] https://nws.vito.be/vNzoTkq1NB
[1] https://www.goodnewsnetwork.org/eco-friendly-jelly-ice-cube-uc-davis/
[1] https://www.leuphana.de/en/professional-school/information-for-applicants/information-day.html

Top URLs in Tweet in G1:
[3] http://M.Sc
[1] https://www.isc3.org/en/about-isc3/women-in-sustainable-chemistry.html?tx_news_pi1%5Baction%5D=detail&tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Bnews%5D=175&cHash=e5b7923ca1560adb71d1868ad0ec2891
[1] https://www.isc3.org/en/about-isc3/women-in-sustainable-chemistry.html?tx_news_pi1%5Baction%5D=detail&tx_news_pi1%5Bcontroller%5D=News&tx_news_pi1%5Bnews%5D=171&cHash=4042ca1d311b99d86a79143c13cebdc1
[1] https://www.leuphana.de/en/professional-school/information-for-applicants/information-day.html
[1] https://www.youtube.com/watch?v=h7fWCkgVSWE

[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html

Top URLs in Tweet in G2:
[1] https://nws.vito.be/vNzoTkq1NB
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=268295
[1] https://bit.ly/3jFcrkB

Top URLs in Tweet in G3:
[1] https://twitter.com/d_castagnolo/status/1470747761083666433

Top URLs in Tweet in G4:
[1] https://mediaspace.nottingham.ac.uk/media/HeathToPower:%2520New%2520generation%2520sustainable%2520thermoelectric%2520materials%2520and%2520devices%2520%2520(H2P)/1_3udr0wil

Top URLs in Tweet in G5:
[1] https://sdg.iisd.org/news/study-estimates-risk-of-chemicals-in-products-to-young-children/
[1] http://sdg.iisd.org/news/oecd-offers-design-guidance-for-sustainable-plastic-products/?utm_medium=email&utm_campaign=SDG%20Update%20-%209%20December%202021&utm_content=SDG%20Update%20-%209%20December%202021+CID_1545f00853db6f160b5e0fef6c283243&utm_source=cm&utm_term=Read

Top URLs in Tweet in G7:
[3] https://www.un.org/en/observances/mountain-day

Top URLs in Tweet in G8:
[1] https://www.goodnewsnetwork.org/eco-friendly-jelly-ice-cube-uc-davis/

Top Domains
Top Domains in Tweet in Entire Graph:
[3] isc3.org
[3] m.sc
[3] un.org
[2] iisd.org
[1] youtube.com
[1] vito.be
[1] goodnewsnetwork.org
[1] leuphana.de
[1] twitter.com
[1] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[3] isc3.org
[3] m.sc
[1] leuphana.de
[1] youtube.com

Top Domains in Tweet in G2:
[1] vito.be
[1] nodexlgraphgallery.org
[1] bit.ly

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

Top Domains in Tweet in G4:
[1] ac.uk

Top Domains in Tweet in G5:
[2] iisd.org

Top Domains in Tweet in G7:
[3] un.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] sustainablechemistry
[3] innovation
[3] challenge
[3] waste
[3] achemanews
[2] achema22
[1] sustainableplastic
[1] isc3
[1] changemakers
[1] sdgs



Top Hashtags in Tweet in G1:
[9] sustainablechemistry
[3] innovation
[3] challenge
[3] waste
[1] interview
[1] tosingeorge
[1] openlabsbrazil
[1] bioeconomy
[1] isc3
[1] changemakers

Top Hashtags in Tweet in G2:
[4] sustainablechemistry
[3] achemanews
[2] achema22
[1] lignin
[1] greenchemistry
[1] sustainableproduction
[1] circulareconomy
[1] biobasedeconomy
[1] rawmaterials
[1] energy

Top Hashtags in Tweet in G3:
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[5] sustainablechemistry

Top Hashtags in Tweet in G5:
[2] sustainablechemistry
[1] sustainableplastic

Top Hashtags in Tweet in G6:
[1] eies2021
[1] sustainablechemistry
[1] transformingindustry

Top Hashtags in Tweet in G7:
[1] lives_in_chemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] goodnewsnetwork
[1] ucdavis
[1] sustainablechemistry
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Words
Top Words in Tweet in Entire Graph:
[24] #sustainablechemistry
[7] isc3centre
[7] products
[7] sustainable
[7] day
[7] mountain
[6] management
[5] more
[5] 2022
[5] uon_propulsion

Top Words in Tweet in G1:
[9] #sustainablechemistry
[6] isc3centre
[6] management
[4] delighted
[4] series
[4] women
[4] more
[4] apply
[4] leuphana_uni
[4] 2022

Top Words in Tweet in G2:
[4] #sustainablechemistry
[3] green
[3] #achemanews
[2] product
[2] vitobelgium
[2] check
[2] innovation
[2] area
[2] #achema22
[2] tackling

Top Words in Tweet in G3:
[3] official
[3] few
[3] weeks
[3] group
[3] move
[3] uclchemistry
[3] start
[3] adventure
[2] castagnologroup
[2] #sustainablechemi

Top Words in Tweet in G4:
[5] fully
[5] funded
[5] phd
[5] scholarships
[5] available
[5] epsrc
[5] sfi
[5] cdt
[5] #sustainablechemistry
[5] atoms

Top Words in Tweet in G5:
[2] #sustainablechemistry
[2] products

Top Words in Tweet in G6:
[3] great
[3] day
[3] rotterdamahoy
[3] european
[3] industry
[3] energy
[3] summit
[3] fostering
[3] ideas
[3] technology

Top Words in Tweet in G7:
[7] mountain
[3] sustainable
[3] tourism
[3] motto
[3] today
[3] international
[3] day
[2] livesinchem
[2] #lives_in_chemist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] fully,funded
[5] funded,phd
[5] phd,scholarships
[5] scholarships,available
[5] available,epsrc
[5] epsrc,sfi
[5] sfi,cdt
[5] cdt,#sustainablechemistry
[5] #sustainablechemistry,atoms
[5] atoms,products

Top Word Pairs in Tweet in G1:
[4] series,women
[3] honored,delighted
[3] delighted,saschagabizon
[3] saschagabizon,executive
[3] executive,director
[3] director,wecf_int
[3] wecf_int,agreed
[3] agreed,interviewed
[3] interviewed,series
[3] apply,#sustainablechemistry

Top Word Pairs in Tweet in G2:
[2] #achemanews,check
[2] check,green
[2] green,innovation
[2] innovation,area
[2] area,#achema22
[2] #achema22,tackling
[2] tackling,challenges
[2] challenges,innovations

Top Word Pairs in Tweet in G3:
[3] official,few
[3] few,weeks
[3] weeks,group
[3] group,move
[3] move,uclchemistry
[3] uclchemistry,start
[3] start,adventure
[2] castagnologroup,official
[2] adventure,#sustainablechemi

Top Word Pairs in Tweet in G4:
[5] fully,funded
[5] funded,phd
[5] phd,scholarships
[5] scholarships,available
[5] available,epsrc
[5] epsrc,sfi
[5] sfi,cdt
[5] cdt,#sustainablechemistry
[5] #sustainablechemistry,atoms
[5] atoms,products

Top Word Pairs in Tweet in G6:
[3] great,day
[3] day,rotterdamahoy
[3] rotterdamahoy,european
[3] european,industry
[3] industry,energy
[3] energy,summit
[3] summit,fostering
[3] fostering,ideas
[3] ideas,technology
[3] technology,plans

Top Word Pairs in Tweet in G7:
[3] sustainable,mountain
[3] mountain,tourism
[3] tourism,motto
[3] motto,today
[3] today,international
[3] international,mountain
[3] mountain,day
[2] livesinchem,sustainable
[2] day,#lives_in_chemist

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@uon_propulsion
@leuphana_uni
@rotterdamahoy
@saschagabizon
@wecf_int
@dechema
@uclchemistry
@deepbranchbio
@vitobelgium

Top Mentioned in G1:
@isc3centre
@leuphana_uni
@saschagabizon
@wecf_int
@dechema
@shobabenergy
@cetiqtsenaibr
@bmuv
@umweltbundesamt
@giz_gmbh

Top Mentioned in G2:
@vitobelgium
@isc3centre
@deepbranchbio
@uon_propulsion
@pantonline
@rotterdamahoy
@dechema
@elsevierconnect
@shobabenergy
@messe_services

Top Mentioned in G3:
@uclchemistry
@castagnologroup
@kclcancer_pharm
@ucl

Top Mentioned in G4:
@uon_propulsion
@chemistryuon

Top Mentioned in G5:
@thegef
@chemandwaste
@unep
@oecd

Top Mentioned in G6:
@rotterdamahoy
@deepbranchbio
@bl_chemelot

Top Mentioned in G7:
@livesinchem

Top Tweeters
Top Tweeters in Entire Graph:
@kutandb
@unep
@saschagabizon
@rotterdamahoy
@oecd
@thegef
@bmuv
@wecf_int
@giz_gmbh
@elsevierconnect

Top Tweeters in G1:
@saschagabizon
@bmuv
@wecf_int
@giz_gmbh
@umweltbundesamt
@chantalvandenb
@leuphana
@juliana_lvidal
@luis_vildozo
@cetiqtsenaibr

Top Tweeters in G2:
@elsevierconnect
@pantonline
@vitobelgium
@this0499154500
@dechema
@achemaworldwide
@messe_services
@kristin_gb
@shobabenergy

Top Tweeters in G3:
@ucl
@kclcancer_pharm
@uclchemistry
@crotti_michele
@silvia_anselmi1
@castagnologroup

Top Tweeters in G4:
@edikipp
@acsgci
@mtheory123
@michaelpweir
@chemistryuon
@uon_propulsion

Top Tweeters in G5:
@unep
@oecd
@thegef
@iisd_sdgs
@chemandwaste

Top Tweeters in G6:
@rotterdamahoy
@indusenergyeu
@cowensgroupuk
@bl_chemelot
@deepbranchbio

Top Tweeters in G7:
@kutandb
@livesinchem
@guenthermaier2

Top Tweeters in G8:
@fermentumbio


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