#sustainablechemistry, Twitter, 8/30/2022 6:21:04 AM, 280981


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#sustainablechemistry_2022-08-29_19-30-00.xlsx
#sustainablechemistry_2022-08-29_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 30, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3AUIZQA
@isc3centre
@amerchemsociety
@kavlifoundation
@gagliardi8
@tandfphysci
@castagnologroup
@arccbbc
@achemaworldwide
@maxmenche
@jungchemiker

Top hashtags:
#sustainablechemistry
#acsfall2022
#chemistry
#achema22

Description:
Description
The graph represents a network of 41 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, 30 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 30 August 2022 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, 23-hour, 29-minute period from Tuesday, 16 August 2022 at 14:07 UTC to Friday, 26 August 2022 at 13:37 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 : 41
Unique Edges : 36
Edges With Duplicates : 64
Total Edges : 100
Number of Edge Types : 5
Mentions : 28
Retweet : 21
MentionsInRetweet : 40
Tweet : 10
Replies to : 1
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.12
Reciprocated Edge Ratio : 0.214285714285714
Connected Components : 8
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 15
Maximum Edges in a Connected Component : 40
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.514667
Graph Density : 0.0341463414634146
Modularity : 0.442975
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 41 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, 30 August 2022 at 02:30 UTC.

The requested start date was Tuesday, 30 August 2022 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, 23-hour, 29-minute period from Tuesday, 16 August 2022 at 14:07 UTC to Friday, 26 August 2022 at 13:37 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://acs.digitellinc.com/acs/live/28/page/905/1?eventSearchInput=Kavli&eventSearchDateTimeStart=&eventSearchDateTimeEnd=
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers
[1] https://www.isc3.org/page/life-cycle-assessment-for-start-ups
[1] https://www.isc3.org/page/policy-papers
[1] https://twitter.com/JungChemiker/status/1545046704931500032
[1] https://www.isc3.org/.../sustainable-chemistry-renewable
[1] https://isc3.org/
[1] https://www.linkedin.com/feed/update/urn:li:activity:6968199368403210241
[1] https://isc3.org/page/what-we-do
[1] https://www.acs.org/content/acs/en/meetings/acs-meetings/fall-2022/agenda/keynote-events.html

Top URLs in Tweet in G1:
[1] https://isc3.org/page/what-we-do
[1] https://isc3.org/
[1] https://www.linkedin.com/feed/update/urn:li:activity:6968199368403210241
[1] https://www.isc3.org/.../sustainable-chemistry-renewable
[1] https://www.isc3.org/page/policy-papers
[1] https://twitter.com/JungChemiker/status/1545046704931500032
[1] https://www.isc3.org/page/life-cycle-assessment-for-start-ups
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers

Top URLs in Tweet in G2:
[2] https://acs.digitellinc.com/acs/live/28/page/905/1?eventSearchInput=Kavli&eventSearchDateTimeStart=&eventSearchDateTimeEnd=
[1] https://www.acs.org/content/acs/en/meetings/acs-meetings/fall-2022/agenda/keynote-events.html

Top URLs in Tweet in G5:
[1] https://arc-cbbc.nl/2022/08/publication-new-reactors-for-co2-free-hydrogen-production-and-podcast-introduction-e1/

Top URLs in Tweet in G7:
[1] https://www.xn--grnechemiesterreich-z6b1j.at/veranstaltungen-gc/a-green-chemical-deal

Top URLs in Tweet in G8:
[1] https://www.sigmaaldrich.com/DE/en/campaigns/sustainable-chemistry?utm_campaign=everyonesocial&utm_medium=social-media&utm_source=twitter&es_id=41adbce97a

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] sustainablechemistry
[12] acsfall2022
[8] chemistry
[5] achema22
[5] greenchemistry
[4] innovation
[3] startup
[3] startups
[3] isc3
[3] science



Top Hashtags in Tweet in G1:
[14] sustainablechemistry
[5] achema22
[4] innovation
[3] startup
[3] isc3
[3] startups
[2] giveaways
[2] waste
[1] sustainableinnovation
[1] entrepreneurship

Top Hashtags in Tweet in G2:
[12] acsfall2022
[7] chemistry
[5] sustainablechemistry
[4] greenchemistry
[3] science

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

Top Hashtags in Tweet in G4:
[2] directedevolution
[2] biocatalysis
[2] sustainablechemistry
[1] mscaif
[1] enzymeengineering
[1] cycloprobio
[1] sciencetwitter
[1] horizoneurope

Top Hashtags in Tweet in G5:
[1] podcast
[1] sustainablechemistry
[1] circularchemistry

Top Hashtags in Tweet in G6:
[2] realtimechem
[2] chemlife
[1] lablife
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] greendeal
[1] zeropollution
[1] circulareconomy
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] sustainablechemistry
[1] earthday
[1] teammilliporesigma

Top Words
Top Words in Tweet in Entire Graph:
[26] #sustainablechemistry
[19] chemistry
[14] innovations
[14] lecture
[12] join
[12] gagliardi8
[12] #acsfall2022
[11] kavlifoundation
[9] amerchemsociety
[9] 23

Top Words in Tweet in G1:
[14] #sustainablechemistry
[8] 2022
[7] booth
[6] achemaworldwide
[6] meet
[6] isc3
[6] 10
[6] isc3centre
[5] hall
[5] global

Top Words in Tweet in G2:
[14] innovations
[14] lecture
[12] gagliardi8
[12] chemistry
[12] #acsfall2022
[11] kavlifoundation
[10] join
[9] amerchemsociety
[7] #chemistry
[7] tomorrow

Top Words in Tweet in G3:
[5] environmental
[5] analytical
[5] chemistry
[4] top
[4] latest
[4] field
[4] advancements
[4] international
[4] journal
[3] tandfphysci

Top Words in Tweet in G4:
[2] picking
[2] right
[2] colonies
[2] #directedevolution
[2] proteins
[2] #biocatalysis
[2] #sustainablechemistry
[2] uclchemistry

Top Words in Tweet in G6:
[2] friday
[2] already
[2] week
[2] lab
[2] keep
[2] loop
[2] share
[2] #realtimechem
[2] #chemlife

Top Words in Tweet in G7:
[2] konferenz
[2] green
[2] chemical
[2] deal
[2] 22
[2] 23
[2] 09
[2] wien
[2] zentrum
[2] fachtagung

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] innovations,chemistry
[10] chemistry,lecture
[9] kavlifoundation,innovations
[9] lecture,#acsfall2022
[7] tomorrow,aug
[7] aug,23
[7] 23,hear
[7] hear,gagliardi8
[7] gagliardi8,deliver
[7] deliver,kavlifoundation

Top Word Pairs in Tweet in G1:
[5] achemaworldwide,2022
[4] hall,booth
[4] booth,b73
[3] 2022,meet
[3] global,start
[3] start,service
[3] upcatalyst1,natupla
[3] natupla,getting
[3] getting,ready
[3] ready,isc3

Top Word Pairs in Tweet in G2:
[10] innovations,chemistry
[10] chemistry,lecture
[9] kavlifoundation,innovations
[9] lecture,#acsfall2022
[7] tomorrow,aug
[7] aug,23
[7] 23,hear
[7] hear,gagliardi8
[7] gagliardi8,deliver
[7] deliver,kavlifoundation

Top Word Pairs in Tweet in G3:
[5] environmental,analytical
[5] analytical,chemistry
[4] top,latest
[4] latest,environmental
[4] chemistry,field
[4] field,advancements
[4] advancements,international
[4] international,journal
[3] tandfphysci,top
[3] journal,environme

Top Word Pairs in Tweet in G4:
[2] picking,right
[2] right,colonies
[2] colonies,#directedevolution
[2] #directedevolution,proteins
[2] proteins,#biocatalysis
[2] #biocatalysis,#sustainablechemistry
[2] #sustainablechemistry,uclchemistry

Top Word Pairs in Tweet in G6:
[2] friday,already
[2] already,week
[2] week,lab
[2] lab,keep
[2] keep,loop
[2] loop,share
[2] share,#realtimechem
[2] #realtimechem,#chemlife

Top Word Pairs in Tweet in G7:
[2] konferenz,green
[2] green,chemical
[2] chemical,deal
[2] deal,22
[2] 22,23
[2] 23,09
[2] 09,wien
[2] wien,zentrum
[2] zentrum,fachtagung
[2] fachtagung,die

Top Replied-To
Top Replied-To in Entire Graph:
@upcatalyst1

Top Replied-To in G1:
@upcatalyst1

Top Mentioned
Top Mentioned in Entire Graph:
@gagliardi8
@kavlifoundation
@amerchemsociety
@achemaworldwide
@isc3centre
@dechema
@tandfphysci
@jungchemiker
@upcatalyst1
@uclchemistry

Top Mentioned in G1:
@achemaworldwide
@isc3centre
@dechema
@jungchemiker
@upcatalyst1
@dehubchemhealth
@bl_chemelot
@mobiuspbc
@leuphana
@giz_gmbh

Top Mentioned in G2:
@gagliardi8
@kavlifoundation
@amerchemsociety

Top Mentioned in G3:
@tandfphysci

Top Mentioned in G4:
@uclchemistry
@crotti_michele
@cast
@castagnologroup

Top Mentioned in G5:
@hadianmorteza
@tueindhoven

Top Mentioned in G6:
@asynt

Top Mentioned in G7:
@umwelt_at

Top Tweeters
Top Tweeters in Entire Graph:
@codewithtwitchi
@chemicaleyeguy
@mjganaydemir2
@yavuzyavuzurgun
@amerchemsociety
@tueindhoven
@bmuv
@giz_gmbh
@bmklimaschutz
@cuneyttuncer

Top Tweeters in G1:
@codewithtwitchi
@bmuv
@giz_gmbh
@umweltbundesamt
@dechema
@leuphana
@achemaworldwide
@bl_chemelot
@isc3centre
@jungchemiker

Top Tweeters in G2:
@chemicaleyeguy
@amerchemsociety
@kavlifoundation
@jcim_jctc
@bessvlai
@cbasmtsu
@uchicagopme
@gagliardi8
@ythinkingout
@arup_chemistry

Top Tweeters in G3:
@mjganaydemir2
@yavuzyavuzurgun
@cuneyttuncer
@tandfphysci

Top Tweeters in G4:
@uclchemistry
@crotti_michele
@castagnologroup
@cast

Top Tweeters in G5:
@tueindhoven
@arccbbc
@hadianmorteza

Top Tweeters in G6:
@asynt
@asyntkirsty

Top Tweeters in G7:
@bmklimaschutz
@umwelt_at

Top Tweeters in G8:
@chrisadamevans9