#sustainablechemistry, Twitter, 8/3/2021 3:36:49 AM, 259457


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#sustainablechemistry_2021-08-02_19-04-30.xlsx
#sustainablechemistry_2021-08-02_19-04-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 03, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/2WPXXWs
@carolientilburg
@isc3centre
@suschem_mdpi
@vitobelgium
@acsgci
@biorizon
@agroflanders
@bl_chemelot
@iithyderabad
@eeregov

Top hashtags:
#sustainablechemistry
#chemistry
#biobasedaromatics
#sustainability

Description:
Description
The graph represents a network of 35 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, 03 August 2021 at 02:04 UTC.

The requested start date was Tuesday, 03 August 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 9-day, 0-hour, 26-minute period from Wednesday, 21 July 2021 at 15:34 UTC to Friday, 30 July 2021 at 16:00 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 : 35
Unique Edges : 21
Edges With Duplicates : 22
Total Edges : 43
Number of Edge Types : 4
Mentions : 23
Tweet : 4
Retweet : 8
MentionsInRetweet : 8
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.125
Reciprocated Edge Ratio : 0.222222222222222
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 12
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.284848
Graph Density : 0.0226890756302521
Modularity : 0.54543
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 35 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, 03 August 2021 at 02:04 UTC.

The requested start date was Tuesday, 03 August 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 9-day, 0-hour, 26-minute period from Wednesday, 21 July 2021 at 15:34 UTC to Friday, 30 July 2021 at 16:00 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:
[1] https://eere-exchange.energy.gov/Default.aspx#FoaIde231b0d9-2c92-4010-a822-77abecf0dc82
[1] https://edu.rsc.org/ideas/tie-sustainable-industry-into-your-chemistry-topics/4014014.article
[1] https://www.chemicalweekly.com/
[1] https://www.linkedin.com/slink?code=eZE6JQ7
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DBS1n2UDqYzU&q=EgS4SO-bGLrIoogGIhAe468gK9LTuiqvvb4YvUUyMgFy
[1] https://pubmed.ncbi.nlm.nih.gov/34298310/
[1] https://vito.be/en/news/pillar-towards-unique-pilot-infrastructure-catalytic-processing-wood-and-lignin
[1] https://www.chemistryworld.com/opinion/putting-combustion-into-reverse/4013995.article
[1] https://www.linkedin.com/slink?code=d-_J4KM
[1] https://twitter.com/isc3centre/status/1413138550254575624

Top URLs in Tweet in G2:
[1] https://www.linkedin.com/slink?code=d-_J4KM
[1] https://www.isc3.org/en/activities/innovation/investor-forum-2021.html
[1] https://twitter.com/isc3centre/status/1413138550254575624

Top URLs in Tweet in G3:
[1] https://fm21.scg.ch/

Top URLs in Tweet in G4:
[1] https://vito.be/en/news/pillar-towards-unique-pilot-infrastructure-catalytic-processing-wood-and-lignin

Top URLs in Tweet in G5:
[1] https://eere-exchange.energy.gov/Default.aspx#FoaIde231b0d9-2c92-4010-a822-77abecf0dc82

Top URLs in Tweet in G6:
[1] https://pubmed.ncbi.nlm.nih.gov/34298310/
[1] https://www.chemicalweekly.com/
[1] https://www.linkedin.com/slink?code=eZE6JQ7
[1] https://edu.rsc.org/ideas/tie-sustainable-industry-into-your-chemistry-topics/4014014.article

Top URLs in Tweet in G7:
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DBS1n2UDqYzU&q=EgS4SO-bGLrIoogGIhAe468gK9LTuiqvvb4YvUUyMgFy

Top URLs in Tweet in G9:
[1] https://www.chemistryworld.com/opinion/putting-combustion-into-reverse/4013995.article

Top Domains
Top Domains in Tweet in Entire Graph:
[2] linkedin.com
[1] energy.gov
[1] rsc.org
[1] chemicalweekly.com
[1] google.com
[1] nih.gov
[1] vito.be
[1] chemistryworld.com
[1] twitter.com
[1] isc3.org

Top Domains in Tweet in G2:
[1] linkedin.com
[1] isc3.org
[1] twitter.com

Top Domains in Tweet in G3:
[1] scg.ch

Top Domains in Tweet in G4:
[1] vito.be

Top Domains in Tweet in G5:
[1] energy.gov

Top Domains in Tweet in G6:
[1] nih.gov
[1] chemicalweekly.com
[1] linkedin.com
[1] rsc.org

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

Top Domains in Tweet in G9:
[1] chemistryworld.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] sustainablechemistry
[4] chemistry
[4] biobasedaromatics
[2] sustainability
[2] solarenergy
[1] greenchemistry
[1] rsc
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom



Top Hashtags in Tweet in G1:
[4] chemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G2:
[3] sustainablechemistry
[1] biotechnology
[1] investorforum21
[1] monthofsustainablechemistry
[1] innovations
[1] hiring
[1] applynow

Top Hashtags in Tweet in G3:
[1] sustainablechemistry
[1] sustainability

Top Hashtags in Tweet in G4:
[4] biobasedaromatics
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[1] sustainablechemistry

Top Hashtags in Tweet in G6:
[3] sustainablechemistry
[1] oa
[1] ultrasound
[1] chemicals
[1] chemicalindustry
[1] ecofriendly
[1] environment
[1] chemicalweekly
[1] sustainability
[1] textiles

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[2] solarenergy
[1] chemicalengineering
[1] womeninstem

Top Hashtags in Tweet in G8:
[1] gurupurnima
[1] backtolab
[1] covid_19
[1] chemistrylab
[1] organicsynthesis
[1] sustainablechemistry
[1] womeninscience
[1] phdlife
[1] phdresearch
[1] graduateschool

Top Hashtags in Tweet in G9:
[1] co2
[1] carboncapture
[1] climateaction
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[14] #sustainablechemistry
[7] chemistry
[6] lab
[5] sustainable
[4] japan
[4] netherlands
[4] good
[4] #chemistry
[4] today
[4] market

Top Words in Tweet in G1:
[4] japan
[4] netherlands
[4] good
[4] #chemistry
[4] today
[4] market
[4] study
[4] dutch
[4] solutions
[4] sustainable

Top Words in Tweet in G2:
[3] #sustainablechemistry
[3] more
[3] dechema
[3] giz_gmbh
[2] learn
[2] apply

Top Words in Tweet in G3:
[3] 2021
[2] suschem_mdpi
[2] swiss
[2] chemical
[2] society
[2] fall
[2] meeting
[2] chemistry
[2] environment
[2] sponsored

Top Words in Tweet in G4:
[4] technologies
[4] conversion
[4] wood
[4] lignin
[4] #biobasedaromatics
[4] proven
[4] lab
[4] scale
[4] together
[3] vitobelgium

Top Words in Tweet in G5:
[2] manufacturing

Top Words in Tweet in G6:
[3] #sustainablechemistry
[2] total
[2] synthesis
[2] bioactive
[2] natural
[2] products
[2] green
[2] tool

Top Words in Tweet in G7:
[2] story
[2] sunthetics
[2] #sustainablechemistry
[2] students
[2] trying
[2] change
[2] world
[2] #solarenergy

Top Words in Tweet in G9:
[2] ccu
[2] carbon

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4] japan,netherlands
[4] netherlands,good
[4] good,#chemistry
[4] #chemistry,today
[4] today,market
[4] market,study
[4] study,dutch
[4] dutch,solutions
[4] solutions,sustainable
[4] sustainable,chemistry

Top Word Pairs in Tweet in G1:
[4] japan,netherlands
[4] netherlands,good
[4] good,#chemistry
[4] #chemistry,today
[4] today,market
[4] market,study
[4] study,dutch
[4] dutch,solutions
[4] solutions,sustainable
[4] sustainable,chemistry

Top Word Pairs in Tweet in G2:
[2] learn,more
[2] dechema,giz_gmbh

Top Word Pairs in Tweet in G3:
[2] swiss,chemical
[2] chemical,society
[2] society,fall
[2] fall,meeting
[2] meeting,2021
[2] 2021,chemistry
[2] chemistry,environment
[2] environment,sponsored
[2] sponsored,take
[2] take,place

Top Word Pairs in Tweet in G4:
[4] technologies,conversion
[4] conversion,wood
[4] wood,lignin
[4] lignin,#biobasedaromatics
[4] #biobasedaromatics,proven
[4] proven,lab
[4] lab,scale
[4] scale,together
[3] vitobelgium,technologies
[3] together,ku_leuv

Top Word Pairs in Tweet in G6:
[2] total,synthesis
[2] synthesis,bioactive
[2] bioactive,natural
[2] natural,products
[2] green,tool

Top Word Pairs in Tweet in G7:
[2] story,sunthetics
[2] sunthetics,#sustainablechemistry
[2] #sustainablechemistry,students
[2] students,trying
[2] trying,change
[2] change,world
[2] world,#solarenergy

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@carolientilburg
@vitobelgium
@dechema
@giz_gmbh
@suschem_mdpi
@energy
@eeregov
@physicsgirluk
@nlinjapan

Top Mentioned in G1:
@carolientilburg
@nlinjapan
@nlinjapanbiz
@vlietjapan
@avantium
@bl_chemelot
@rvo_int_ond

Top Mentioned in G2:
@dechema
@giz_gmbh
@firjan
@cetiqtsenaibr
@leuphana

Top Mentioned in G3:
@suschem_mdpi
@swisschemistry
@sus_mdpi
@susenviron_mdpi

Top Mentioned in G4:
@vitobelgium
@ku_leuven

Top Mentioned in G5:
@energy
@eeregov

Top Mentioned in G7:
@physicsgirluk

Top Mentioned in G8:
@iithyderabad

Top Mentioned in G9:
@dereklowe

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@mig30m6
@energy
@physicsgirluk
@dereklowe
@giz_gmbh
@ku_leuven
@firjan
@acsgci
@rvo_int_ond

Top Tweeters in G1:
@mig30m6
@rvo_int_ond
@bl_chemelot
@avantium
@vlietjapan
@nlinjapan
@nlinjapanbiz
@carolientilburg

Top Tweeters in G2:
@giz_gmbh
@firjan
@dechema
@leuphana
@cetiqtsenaibr
@isc3centre

Top Tweeters in G3:
@sus_mdpi
@swisschemistry
@susenviron_mdpi
@suschem_mdpi
@jilianliang

Top Tweeters in G4:
@ku_leuven
@vitobelgium
@agroflanders
@biorizon

Top Tweeters in G5:
@energy
@acsgci
@eeregov

Top Tweeters in G6:
@klinkenbergfa
@chemicalweekly
@fermentumbio

Top Tweeters in G7:
@femtech_
@physicsgirluk

Top Tweeters in G8:
@iithyderabad
@sharada_iith

Top Tweeters in G9:
@dereklowe
@maijapohjakalli


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