#sustainablechemistry, Twitter, 2/16/2021 2:53:58 AM, 248849


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#sustainablechemistry_2021-02-15_18-50-48.xlsx
#sustainablechemistry_2021-02-15_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/37zZH8X
@isc3centre
@chemanager_eu
@eu_h2020
@suncochem_eu
@cartifct
@agnes_dittmar
@vitobelgium
@fjs_2021
@kkuemmererlab
@oliverolsson_de

Top hashtags:
#sustainablechemistry
#startup
#renewableenergy
#suncochem
#zurich

Description:
Description
The graph represents a network of 36 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, 16 February 2021 at 02:51 UTC.

The requested start date was Tuesday, 16 February 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 11-day, 22-hour, 33-minute period from Tuesday, 02 February 2021 at 12:35 UTC to Sunday, 14 February 2021 at 11:09 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 : 36
Unique Edges : 24
Edges With Duplicates : 51
Total Edges : 75
Number of Edge Types : 4
Mentions : 22
Retweet : 17
MentionsInRetweet : 26
Tweet : 10
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 35
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.356522
Graph Density : 0.0301587301587302
Modularity : 0.460844
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 36 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, 16 February 2021 at 02:51 UTC.

The requested start date was Tuesday, 16 February 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 11-day, 22-hour, 33-minute period from Tuesday, 02 February 2021 at 12:35 UTC to Sunday, 14 February 2021 at 11:09 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:
[5] https://www.linkedin.com/feed/update/urn:li:activity:6765229139243995136
[2] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://storebrands.com/voices-industry-experts-weigh-private-labels-future
[1] https://www.project-incite.eu/
[1] https://twitter.com/INCITE_EU/status/1359174006755237888
[1] https://twitter.com/ChemandWaste/status/1356164132798513152
[1] https://twitter.com/un/status/1356921121153691650
[1] https://twitter.com/unep_fi/status/1355078443340353536
[1] https://twitter.com/isc3centre/status/1356167432617029632
[1] https://twitter.com/FJS_2021/status/1357618697708457985

Top URLs in Tweet in G1:
[2] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://twitter.com/ChemandWaste/status/1356164132798513152
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/zoramat-solutions-a-new-dawn-towards-a-clear-blue-sky.html
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html?fbclid=IwAR1oCfiBdr2Ki_tQ5_1yS0Ea54TNpnCVY5B14DYYj9ZAs1sqwtZrAIP5aAA
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html
[1] https://twitter.com/GenderChemicals/status/1356201727230423041
[1] https://twitter.com/KKuemmererlab/status/1356896796476375044
[1] https://twitter.com/FJS_2021/status/1357618697708457985
[1] https://twitter.com/isc3centre/status/1356167432617029632
[1] https://twitter.com/unep_fi/status/1355078443340353536

Top URLs in Tweet in G2:
[1] https://suncochem.eu/deliverables-promotional-materials/

Top URLs in Tweet in G3:
[5] https://www.linkedin.com/feed/update/urn:li:activity:6765229139243995136

Top URLs in Tweet in G4:
[1] https://www.cartif.es/en/research-areas/biotechnology/

Top URLs in Tweet in G5:
[1] https://www.project-incite.eu/
[1] https://twitter.com/INCITE_EU/status/1359174006755237888

Top URLs in Tweet in G6:
[1] https://www.icp2021.ch/
[1] https://www.mdpi.com/journal/suschem/events

Top URLs in Tweet in G7:
[1] https://twitter.com/DGreenblogger/status/1356334573844635660

Top URLs in Tweet in G8:
[1] https://storebrands.com/voices-industry-experts-weigh-private-labels-future

Top Domains
Top Domains in Tweet in Entire Graph:
[11] twitter.com
[5] linkedin.com
[3] isc3.org
[1] storebrands.com
[1] project-incite.eu
[1] suncochem.eu
[1] icp2021.ch
[1] mdpi.com
[1] cartif.es

Top Domains in Tweet in G1:
[9] twitter.com
[3] isc3.org

Top Domains in Tweet in G2:
[1] suncochem.eu

Top Domains in Tweet in G3:
[5] linkedin.com

Top Domains in Tweet in G4:
[1] cartif.es

Top Domains in Tweet in G5:
[1] project-incite.eu
[1] twitter.com

Top Domains in Tweet in G6:
[1] icp2021.ch
[1] mdpi.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] sustainablechemistry
[9] startup
[7] renewableenergy
[6] suncochem
[5] zurich
[5] catalysis
[5] university
[5] chemtwitter
[5] biotechnology
[4] innovationchallenge



Top Hashtags in Tweet in G1:
[15] sustainablechemistry
[9] startup
[7] renewableenergy
[4] innovationchallenge
[4] gender
[4] changemaker
[4] innovation
[3] sdg
[3] changemakers
[2] chemistry

Top Hashtags in Tweet in G2:
[6] suncochem
[2] sustainablechemistry
[2] chemicalindustry
[1] energy

Top Hashtags in Tweet in G3:
[5] zurich
[5] catalysis
[5] sustainablechemistry
[5] university
[5] chemtwitter

Top Hashtags in Tweet in G4:
[5] biotechnology
[4] sustainablechemistry
[1] greenchemistry
[1] environment

Top Hashtags in Tweet in G5:
[1] sustainablechemistry

Top Hashtags in Tweet in G6:
[1] photochemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] biobased
[1] bionaphtha
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[2] sustainablechemistry
[1] renewable
[1] storebrands
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Words
Top Words in Tweet in Entire Graph:
[31] #sustainablechemistry
[15] more
[9] isc3centre
[9] #startup
[9] find
[9] project
[8] research
[8] isc3
[8] area
[7] support

Top Words in Tweet in G1:
[15] #sustainablechemistry
[9] isc3centre
[9] #startup
[8] more
[8] isc3
[7] apply
[7] #renewableenergy
[4] year's
[4] #innovationchallenge
[4] #gender

Top Words in Tweet in G2:
[8] project
[6] interested
[6] #suncochem
[6] eu_h2020
[6] funded
[6] download
[6] promotional
[6] materials
[6] find
[6] more

Top Words in Tweet in G3:
[5] clariant
[5] signed
[5] agreement
[5] #zurich
[5] support
[5] research
[5] #catalysis
[5] #sustainablechemistry
[5] provides
[5] calls

Top Words in Tweet in G4:
[8] area
[7] cartifct
[5] #biotechnology
[4] #sustainablechemistry
[4] multi
[4] sectorial
[4] combines
[4] several
[4] areas
[3] knowlâ

Top Words in Tweet in G5:
[2] chemo
[2] enzymatic
[2] processes
[2] change
[2] chemical
[2] industry
[2] reduce
[2] impact
[2] environment
[2] climate

Top Words in Tweet in G6:
[2] conference

Top Words in Tweet in G8:
[2] using
[2] cocoons
[2] #sustainablechemistry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] #sustainablechemistry,#renewableenergy
[7] find,more
[6] interested,#suncochem
[6] #suncochem,eu_h2020
[6] eu_h2020,funded
[6] funded,project
[6] project,download
[6] download,promotional
[6] promotional,materials
[6] materials,find

Top Word Pairs in Tweet in G1:
[7] #sustainablechemistry,#renewableenergy
[4] apply,year's
[3] #startup,#changemakers
[3] #changemakers,#sustainablechemistry
[3] #renewableenergy,go
[3] go,ahead
[3] ahead,apply
[3] apply,isc3
[3] isc3centre,#startup
[3] more,weeks

Top Word Pairs in Tweet in G2:
[6] interested,#suncochem
[6] #suncochem,eu_h2020
[6] eu_h2020,funded
[6] funded,project
[6] project,download
[6] download,promotional
[6] promotional,materials
[6] materials,find
[6] find,more
[5] suncochem_eu,interested

Top Word Pairs in Tweet in G3:
[5] clariant,signed
[5] signed,agreement
[5] #zurich,support
[5] support,research
[5] research,#catalysis
[5] #catalysis,#sustainablechemistry
[5] #sustainablechemistry,provides
[5] provides,calls
[5] calls,significant
[5] significant,financial

Top Word Pairs in Tweet in G4:
[4] #biotechnology,#sustainablechemistry
[4] #sustainablechemistry,area
[4] area,cartifct
[4] cartifct,multi
[4] multi,sectorial
[4] sectorial,area
[4] area,combines
[4] combines,several
[4] several,areas
[3] cartifct,#biotechnology

Top Word Pairs in Tweet in G5:
[2] chemo,enzymatic
[2] enzymatic,processes
[2] processes,change
[2] change,chemical
[2] chemical,industry
[2] industry,reduce
[2] reduce,impact
[2] impact,environment
[2] environment,climate
[2] climate,find

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@eu_h2020
@clariant
@suncochem_eu
@eth_en
@kkuemmererlab
@cartifct
@fjs_2021
@chemandwaste
@genderchemicals

Top Mentioned in G1:
@isc3centre
@kkuemmererlab
@fjs_2021
@chemandwaste
@genderchemicals

Top Mentioned in G2:
@eu_h2020
@suncochem_eu

Top Mentioned in G3:
@clariant
@eth_en
@eth
@angew_chem

Top Mentioned in G4:
@cartifct

Top Mentioned in G5:
@vitobelgium
@incite_eu

Top Mentioned in G6:
@suschem_mdpi
@icp2021

Top Mentioned in G7:
@novainstitut

Top Tweeters
Top Tweeters in Entire Graph:
@angew_chem
@chemanager_eu
@igcw
@cartifct
@eu_h2020
@acsgci
@eth_en
@vitobelgium
@eth
@dowppa

Top Tweeters in G1:
@igcw
@acsgci
@agnes_dittmar
@villasanayanet
@isc3centre
@nievesf93775388
@chemandwaste
@oliverolsson_de
@genderchemicals
@kkuemmererlab

Top Tweeters in G2:
@eu_h2020
@dowppa
@txell_fuguet
@dowiberica
@iff
@hysytech
@suncochem_eu

Top Tweeters in G3:
@angew_chem
@chemanager_eu
@eth_en
@eth
@clariant

Top Tweeters in G4:
@cartifct
@biotecyl
@anaeli_ruiz
@veolia_jms

Top Tweeters in G5:
@vitobelgium
@yearnetwork
@incite_eu

Top Tweeters in G6:
@suschem_mdpi
@icp2021

Top Tweeters in G7:
@haraldkaeb
@novainstitut

Top Tweeters in G8:
@evolvedbynature
@fermentumbio


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