#sustainablechemistry, Twitter, 7/27/2021 1:53:05 AM, 258848


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#sustainablechemistry_2021-07-26_18-50-48.xlsx
#sustainablechemistry_2021-07-26_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/377riNK
@isc3centre
@suschem_mdpi
@fraunhoferimm
@cetiqtsenaibr
@dereklowe
@firjan
@jilianliang
@maijapohjakalli
@sharada_iith
@iithyderabad

Top hashtags:
#sustainablechemistry
#innovationchallenge
#innovation

Description:
Description
The graph represents a network of 24 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, 27 July 2021 at 01:50 UTC.

The requested start date was Tuesday, 27 July 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 11-day, 6-hour, 45-minute period from Wednesday, 14 July 2021 at 06:52 UTC to Sunday, 25 July 2021 at 13:37 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 : 24
Unique Edges : 13
Edges With Duplicates : 18
Total Edges : 31
Number of Edge Types : 4
Mentions : 15
Tweet : 4
Retweet : 6
MentionsInRetweet : 6
Self-Loops : 4
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 8
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 14
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.285714
Graph Density : 0.0307971014492754
Modularity : 0.494797
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 24 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, 27 July 2021 at 01:50 UTC.

The requested start date was Tuesday, 27 July 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 11-day, 6-hour, 45-minute period from Wednesday, 14 July 2021 at 06:52 UTC to Sunday, 25 July 2021 at 13:37 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:
[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
[1] https://www.isc3.org/en/activities/innovation/investor-forum-2021.html
[1] https://fm21.scg.ch/
[1] https://www.isc3.org/en/service/media-services/press-releases/ready-set-here-come-the-changemaker.html
[1] https://www.imm.fraunhofer.de/en/innovation-fields/photochemistry.html

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/slink?code=d-_J4KM
[1] https://www.isc3.org/en/service/media-services/press-releases/ready-set-here-come-the-changemaker.html
[1] https://www.isc3.org/en/activities/innovation/investor-forum-2021.html
[1] https://twitter.com/isc3centre/status/1413138550254575624

Top URLs in Tweet in G2:
[1] https://fm21.scg.ch/

Top URLs in Tweet in G3:
[1] https://www.imm.fraunhofer.de/en/innovation-fields/photochemistry.html

Top URLs in Tweet in G5:
[1] https://vito.be/en/news/pillar-towards-unique-pilot-infrastructure-catalytic-processing-wood-and-lignin

Top URLs in Tweet in G6:
[1] https://www.chemistryworld.com/opinion/putting-combustion-into-reverse/4013995.article

Top URLs in Tweet in G7:
[1] https://pubmed.ncbi.nlm.nih.gov/34298310/

Top Domains
Top Domains in Tweet in Entire Graph:
[2] isc3.org
[1] nih.gov
[1] vito.be
[1] chemistryworld.com
[1] linkedin.com
[1] twitter.com
[1] scg.ch
[1] fraunhofer.de

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

Top Domains in Tweet in G2:
[1] scg.ch

Top Domains in Tweet in G3:
[1] fraunhofer.de

Top Domains in Tweet in G5:
[1] vito.be

Top Domains in Tweet in G6:
[1] chemistryworld.com

Top Domains in Tweet in G7:
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] sustainablechemistry
[3] innovationchallenge
[3] innovation
[3] renewableenergy
[2] biobasedaromatics
[1] gurupurnima
[1] backtolab
[1] covid_19
[1] chemistrylab
[1] organicsynthesis



Top Hashtags in Tweet in G1:
[4] sustainablechemistry
[3] innovationchallenge
[3] innovation
[3] renewableenergy
[1] biotechnology
[1] investorforum21
[1] monthofsustainablechemistry
[1] innovations
[1] hiring
[1] applynow

Top Hashtags in Tweet in G2:
[1] sustainablechemistry
[1] sustainability

Top Hashtags in Tweet in G3:
[1] photochemistry
[1] fraunhofer
[1] flowchemistry
[1] sustainablechemistry
[1] weknowhow

Top Hashtags in Tweet in G4:
[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 G5:
[2] biobasedaromatics
[1] sustainablechemistry

Top Hashtags in Tweet in G6:
[1] co2
[1] carboncapture
[1] climateaction
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[1] spb
[1] scr
[1] socialresponsibility
[1] wearechemistry
[1] oa
[1] ultrasound

Top Words
Top Words in Tweet in Entire Graph:
[11] #sustainablechemistry
[7] more
[5] synthesis
[5] chemical
[5] field
[4] lab
[4] compounds
[4] 2021
[3] take
[3] place

Top Words in Tweet in G1:
[4] field
[4] #sustainablechemistry
[4] more
[3] dechema
[3] giz_gmbh
[3] voting
[3] period
[3] second
[3] isc3
[3] #innovationchallenge

Top Words in Tweet in G2:
[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 G3:
[3] use
[3] light
[3] sensitive
[3] energy
[3] source
[3] productive
[3] synthesis
[3] chemical
[3] compounds
[3] more

Top Words in Tweet in G5:
[2] technologies
[2] conversion
[2] wood
[2] lignin
[2] #biobasedaromatics
[2] proven
[2] lab
[2] scale
[2] together

Top Words in Tweet in G6:
[2] ccu
[2] carbon

Top Words in Tweet in G7:
[2] table
[2] #sustainablechemistry
[2] total
[2] synthesis
[2] bioactive
[2] natural
[2] products
[2] green
[2] tool

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3] take,place
[3] voting,period
[3] period,second
[3] second,isc3
[3] isc3,#innovationchallenge
[3] #innovationchallenge,called
[3] called,#innovation
[3] #innovation,field
[3] field,#renewableenergy
[3] use,light

Top Word Pairs in Tweet in G1:
[3] voting,period
[3] period,second
[3] second,isc3
[3] isc3,#innovationchallenge
[3] #innovationchallenge,called
[3] called,#innovation
[3] #innovation,field
[3] field,#renewableenergy
[2] learn,more
[2] dechema,giz_gmbh

Top Word Pairs in Tweet in G2:
[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 G3:
[3] use,light
[3] light,sensitive
[3] sensitive,energy
[3] energy,source
[3] source,productive
[3] productive,synthesis
[3] synthesis,chemical
[3] chemical,compounds
[3] compounds,more
[2] fraunhoferimm,use

Top Word Pairs in Tweet in G5:
[2] technologies,conversion
[2] conversion,wood
[2] wood,lignin
[2] lignin,#biobasedaromatics
[2] #biobasedaromatics,proven
[2] proven,lab
[2] lab,scale
[2] scale,together

Top Word Pairs in Tweet in G7:
[2] total,synthesis
[2] synthesis,bioactive
[2] bioactive,natural
[2] natural,products
[2] green,tool

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dechema
@giz_gmbh
@suschem_mdpi
@isc3centre
@fraunhoferimm
@iithyderabad
@vitobelgium
@ku_leuven
@dereklowe

Top Mentioned in G1:
@dechema
@giz_gmbh
@isc3centre
@firjan
@cetiqtsenaibr
@leuphana

Top Mentioned in G2:
@suschem_mdpi
@swisschemistry
@sus_mdpi
@susenviron_mdpi

Top Mentioned in G3:
@fraunhoferimm

Top Mentioned in G4:
@iithyderabad

Top Mentioned in G5:
@vitobelgium
@ku_leuven

Top Mentioned in G6:
@dereklowe

Top Tweeters
Top Tweeters in Entire Graph:
@johnsnowmtainer
@energyreferralx
@dereklowe
@giz_gmbh
@ku_leuven
@firjan
@vitobelgium
@sus_mdpi
@dechema
@erickve18230852

Top Tweeters in G1:
@johnsnowmtainer
@energyreferralx
@giz_gmbh
@firjan
@dechema
@leuphana
@cetiqtsenaibr
@isc3centre

Top Tweeters in G2:
@sus_mdpi
@swisschemistry
@susenviron_mdpi
@suschem_mdpi
@jilianliang

Top Tweeters in G3:
@erickve18230852
@ivam_micro
@fraunhoferimm

Top Tweeters in G4:
@iithyderabad
@sharada_iith

Top Tweeters in G5:
@ku_leuven
@vitobelgium

Top Tweeters in G6:
@dereklowe
@maijapohjakalli

Top Tweeters in G7:
@klinkenbergfa
@spb_spain