#sustainablechemistry, Twitter, 1/26/2021 2:52:58 AM, 246515


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#sustainablechemistry_2021-01-25_18-50-48.xlsx
#sustainablechemistry_2021-01-25_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 26, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3iXSrbr
@isc3centre
@kkuemmererlab
@researchgermany
@itpog
@prc_cnrs
@augustindeback
@uniturk
@jiipeesalminen
@elsevierconnect
@uniturku

Top hashtags:
#sustainablechemistry
#renewableenergy
#innovation

Description:
Description
The graph represents a network of 37 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 January 2021 at 02:50 UTC.

The requested start date was Tuesday, 26 January 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, 11-hour, 5-minute period from Tuesday, 12 January 2021 at 01:15 UTC to Friday, 22 January 2021 at 12:20 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 : 37
Unique Edges : 20
Edges With Duplicates : 44
Total Edges : 64
Number of Edge Types : 4
Mentions : 18
Retweet : 17
MentionsInRetweet : 24
Tweet : 5
Self-Loops : 5
Reciprocated Vertex Pair Ratio : 0.0555555555555556
Reciprocated Edge Ratio : 0.105263157894737
Connected Components : 7
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 35
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.18136
Graph Density : 0.0285285285285285
Modularity : 0.502136
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 37 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 January 2021 at 02:50 UTC.

The requested start date was Tuesday, 26 January 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, 11-hour, 5-minute period from Tuesday, 12 January 2021 at 01:15 UTC to Friday, 22 January 2021 at 12:20 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://twitter.com/Good_Policies/status/1350020652166647815
[2] https://bit.ly/2LvP5jr
[2] https://www.elsevier.com/connect/recycling-pineapple-waste-and-converting-invasive-plants-to-biofuel?dgcid=_TW_O_Connect&sf241674949=1
[2] https://www.research-in-germany.org/news/2021/1/2021-01-11_Call_for_applications_for_the_Innovation_Challenge_in_sustainable_chemistry_and_renewable_energies.html
[1] https://www.leuphana.de/professional-school/berufsbegleitende-master-mba/sustainable-chemistry.html
[1] https://twitter.com/YoungChemists/status/1351979880741801994
[1] http://www.nature.com/articles/s41570-021-00253-w
[1] https://twitter.com/KKuemmererlab/status/1352528759472205825
[1] https://www.thebhive.net/
[1] https://www.goblu.net/blog/2021/1/19/week-41-the-fashion-sustainability-week-in-review

Top URLs in Tweet in G1:
[2] https://bit.ly/2LvP5jr
[1] https://www.leuphana.de/professional-school/berufsbegleitende-master-mba/sustainable-chemistry.html
[1] https://www.isc3.org/innovation-challenge-2020/2021.html
[1] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html
[1] https://twitter.com/Good_Policies/status/1350020652166647815
[1] https://twitter.com/KKuemmererlab/status/1352528759472205825
[1] https://twitter.com/YoungChemists/status/1351979880741801994
[1] https://twitter.com/isc3centre/status/1346775680369963008

Top URLs in Tweet in G2:
[1] http://www.nature.com/articles/s41570-021-00253-w
[1] https://twitter.com/Good_Policies/status/1350020652166647815

Top URLs in Tweet in G3:
[1] https://www.scoop.it/topic/prevention-du-risque-chimique-by-prc-cnrs/p/4122766358/2021/01/19/conferences-en-ligne-sustainable-chemistry-lecture-series

Top URLs in Tweet in G5:
[2] https://www.research-in-germany.org/news/2021/1/2021-01-11_Call_for_applications_for_the_Innovation_Challenge_in_sustainable_chemistry_and_renewable_energies.html

Top URLs in Tweet in G6:
[1] https://suncochem.eu/deliverables-promotional-materials/

Top URLs in Tweet in G7:
[2] https://www.elsevier.com/connect/recycling-pineapple-waste-and-converting-invasive-plants-to-biofuel?dgcid=_TW_O_Connect&sf241674949=1

Top URLs in Tweet in G8:
[1] https://www.greenbiz.com/article/how-eus-new-toxic-free-vision-could-shape-your-safer-chemicals-strategy

Top URLs in Tweet in G9:
[1] https://www.thebhive.net/
[1] https://www.goblu.net/blog/2021/1/19/week-41-the-fashion-sustainability-week-in-review

Top Domains
Top Domains in Tweet in Entire Graph:
[6] twitter.com
[2] bit.ly
[2] elsevier.com
[2] isc3.org
[2] research-in-germany.org
[1] leuphana.de
[1] nature.com
[1] thebhive.net
[1] goblu.net
[1] scoop.it

Top Domains in Tweet in G1:
[5] twitter.com
[2] isc3.org
[2] bit.ly
[1] leuphana.de

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

Top Domains in Tweet in G3:
[1] scoop.it

Top Domains in Tweet in G5:
[2] research-in-germany.org

Top Domains in Tweet in G6:
[1] suncochem.eu

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

Top Domains in Tweet in G8:
[1] greenbiz.com

Top Domains in Tweet in G9:
[1] thebhive.net
[1] goblu.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] sustainablechemistry
[6] renewableenergy
[6] innovation
[5] renewableenergies
[4] startup
[2] education
[2] greenbiz
[2] eu
[2] fermentum
[2] suncochem



Top Hashtags in Tweet in G1:
[12] sustainablechemistry
[6] renewableenergy
[4] startup
[2] education
[2] innovative
[2] innovationchallenge
[2] changemaker
[2] sdgs
[2] innovation
[1] knowledge

Top Hashtags in Tweet in G2:
[2] sustainablechemistry

Top Hashtags in Tweet in G3:
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[4] innovation
[4] sustainablechemistry
[4] renewableenergies

Top Hashtags in Tweet in G6:
[2] suncochem
[2] sustainablechemistry
[1] chemicalindustry
[1] energy

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[1] greenchemistry
[1] greentech

Top Hashtags in Tweet in G8:
[2] greenbiz
[2] eu
[2] sustainablechemistry
[2] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Hashtags in Tweet in G9:
[1] transparency
[1] sustainablechemistry
[1] digitization
[1] fswir

Top Words
Top Words in Tweet in Entire Graph:
[27] #sustainablechemistry
[21] sustainable
[16] more
[11] chemistry
[9] isc3centre
[7] isc3
[6] curricula
[6] #renewableenergy
[6] challenge
[6] #innovation

Top Words in Tweet in G1:
[12] #sustainablechemistry
[6] #renewableenergy
[6] isc3centre
[5] apply
[5] isc3
[4] #startup
[3] year's
[3] more
[3] sustainable
[3] innovation

Top Words in Tweet in G2:
[10] more
[10] sustainable
[5] towards
[5] curricula
[5] chemistry
[5] contribute
[5] effectively
[5] development
[4] kkuemmererlab
[2] #sustainablechemistry

Top Words in Tweet in G3:
[2] conférences
[2] ligne
[2] sustainable
[2] chemistry
[2] lecture
[2] series
[2] 21
[2] january
[2] 2021
[2] euchems

Top Words in Tweet in G4:
[5] solar
[4] aurum
[4] rooftop
[4] packed
[4] hundreds
[4] panels
[4] perhaps
[4] sustainable
[4] infrastructure
[3] jiipeesalminen

Top Words in Tweet in G5:
[4] #innovation
[4] challenge
[4] #sustainablechemistry
[4] #renewableenergies
[2] researchgermany
[2] call
[2] applications
[2] application
[2] period
[2] isc3

Top Words in Tweet in G6:
[4] project
[2] interested
[2] #suncochem
[2] eu_h2020
[2] find
[2] more
[2] #sustainablechemistry
[2] addressing

Top Words in Tweet in G7:
[2] recycling
[2] pineapple
[2] waste
[2] converting
[2] invasive
[2] plants
[2] biofuel
[2] #sustainablechemistry

Top Words in Tweet in G8:
[2] eu's
[2] toxic
[2] free
[2] chemicals
[2] vision
[2] sustainable
[2] chemistry
[2] juggernaut
[2] #greenbiz
[2] #eu

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[11] more,sustainable
[6] sustainable,curricula
[6] sustainable,chemistry
[5] towards,more
[5] curricula,chemistry
[5] chemistry,contribute
[5] contribute,effectively
[5] effectively,development
[5] development,more
[5] #sustainablechemistry,#renewableenergies

Top Word Pairs in Tweet in G1:
[4] #startup,#sustainablechemistry
[4] #sustainablechemistry,#renewableenergy
[3] apply,year's
[3] year's,isc3
[2] year,push
[2] push,#innovative
[2] #innovative,#startup
[2] #renewableenergy,topics
[2] isc3,#innovationchallenge
[2] #innovationchallenge,find

Top Word Pairs in Tweet in G2:
[10] more,sustainable
[5] towards,more
[5] sustainable,curricula
[5] curricula,chemistry
[5] chemistry,contribute
[5] contribute,effectively
[5] effectively,development
[5] development,more
[4] kkuemmererlab,towards

Top Word Pairs in Tweet in G3:
[2] conférences,ligne
[2] ligne,sustainable
[2] sustainable,chemistry
[2] chemistry,lecture
[2] lecture,series
[2] series,21
[2] 21,january
[2] january,2021
[2] 2021,euchems
[2] euchems,uantwerpen

Top Word Pairs in Tweet in G4:
[4] aurum,rooftop
[4] rooftop,packed
[4] packed,hundreds
[4] hundreds,solar
[4] solar,panels
[4] panels,perhaps
[4] perhaps,sustainable
[4] sustainable,infrastructure
[3] jiipeesalminen,aurum
[3] infrastructure,uniturk

Top Word Pairs in Tweet in G5:
[4] #innovation,challenge
[4] challenge,#sustainablechemistry
[4] #sustainablechemistry,#renewableenergies
[2] call,applications
[2] applications,#innovation
[2] application,period
[2] period,isc3
[2] isc3,#innovation
[2] dechema,isc3centre

Top Word Pairs in Tweet in G6:
[2] interested,#suncochem
[2] #suncochem,eu_h2020
[2] eu_h2020,project
[2] project,find
[2] find,more
[2] more,#sustainablechemistry
[2] #sustainablechemistry,project
[2] project,addressing

Top Word Pairs in Tweet in G7:
[2] recycling,pineapple
[2] pineapple,waste
[2] waste,converting
[2] converting,invasive
[2] invasive,plants
[2] plants,biofuel
[2] biofuel,#sustainablechemistry

Top Word Pairs in Tweet in G8:
[2] eu's,toxic
[2] toxic,free
[2] free,chemicals
[2] chemicals,vision
[2] vision,sustainable
[2] sustainable,chemistry
[2] chemistry,juggernaut
[2] juggernaut,#greenbiz
[2] #greenbiz,#eu
[2] #eu,#sustainablechemistry

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@kkuemmererlab
@jiipeesalminen
@uniturk
@euchems
@uantwerpen
@stockholm_uni
@eu_h2020
@researchgermany
@dechema

Top Mentioned in G1:
@isc3centre
@leuphana_uni
@kkuemmererlab
@youngchemists
@mschmidt_unido

Top Mentioned in G2:
@kkuemmererlab
@leuphana
@isc3centre

Top Mentioned in G3:
@euchems
@uantwerpen
@stockholm_uni
@prc_cnrs

Top Mentioned in G4:
@jiipeesalminen
@uniturk
@uniturku

Top Mentioned in G5:
@researchgermany
@dechema
@isc3centre

Top Mentioned in G6:
@eu_h2020
@suncochem_eu

Top Mentioned in G7:
@elsevierconnect
@elsfoundation

Top Mentioned in G8:
@fermentumbio

Top Tweeters
Top Tweeters in Entire Graph:
@greentechdon
@researchgermany
@eu_h2020
@_biodiversa
@uniturku
@stockholm_uni
@elsevierconnect
@prc_cnrs
@construction21
@euchems

Top Tweeters in G1:
@construction21
@diderbob
@youngchemists
@gdch_aktuell
@isc3centre
@leuphana_uni
@itpog
@mschmidt_unido

Top Tweeters in G2:
@natalielaibach
@glennadamhurst
@leuphana
@chrisslootweg
@furlebensmittel
@kkuemmererlab

Top Tweeters in G3:
@stockholm_uni
@prc_cnrs
@euchems
@uantwerpen
@augustindeback

Top Tweeters in G4:
@uniturku
@sykoy
@suvinenonen
@jiipeesalminen
@uniturk

Top Tweeters in G5:
@researchgermany
@dechema
@pelumine005
@microtopico

Top Tweeters in G6:
@eu_h2020
@txell_fuguet
@suncochem_eu

Top Tweeters in G7:
@greentechdon
@elsevierconnect
@elsfoundation

Top Tweeters in G8:
@_biodiversa
@fermentumbio

Top Tweeters in G9:
@goblu_news


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