#sustainablechemistry, Twitter, 1/25/2022 5:42:18 AM, 270619


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#sustainablechemistry_2022-01-24_19-37-12.xlsx
#sustainablechemistry_2022-01-24_19-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 25, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3KGmhOX
@isc3centre
@this0499154500
@univaveiro
@suschem_mdpi
@laqvfctnova
@ecrnnetwork
@itqbunl
@bmuv
@umweltbundesamt
@dechema

Top hashtags:
#sustainablechemistry
#waste
#innovation
#challenge
#efficient
#extraction

Description:
Description
The graph represents a network of 32 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, 25 January 2022 at 03:37 UTC.

The requested start date was Tuesday, 25 January 2022 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 9-day, 18-hour, 39-minute period from Tuesday, 11 January 2022 at 15:22 UTC to Friday, 21 January 2022 at 10:02 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 : 32
Unique Edges : 21
Edges With Duplicates : 34
Total Edges : 55
Number of Edge Types : 4
Retweet : 6
MentionsInRetweet : 6
Mentions : 41
Tweet : 2
Self-Loops : 2
Reciprocated Vertex Pair Ratio : 0.0285714285714286
Reciprocated Edge Ratio : 0.0555555555555556
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 27
Maximum Edges in a Connected Component : 52
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.679245
Graph Density : 0.0362903225806452
Modularity : 0.462893
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 32 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, 25 January 2022 at 03:37 UTC.

The requested start date was Tuesday, 25 January 2022 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 9-day, 18-hour, 39-minute period from Tuesday, 11 January 2022 at 15:22 UTC to Friday, 21 January 2022 at 10:02 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269845
[1] https://www.mdpi.com/2673-4079/3/1/1
[1] https://twitter.com/AnnaTurns/status/1483866028421566465
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://pro.evalato.com/4023
[1] https://twitter.com/SzekelyGroup/status/1482998650468974592
[1] https://twitter.com/isc3centre/status/1483813559092002826
[1] https://laqv.requimte.pt/gazette/737-lpgapplications_to_8_phd_scholarships_at_laqvl_pg

Top URLs in Tweet in G1:
[1] https://twitter.com/isc3centre/status/1483813559092002826
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://twitter.com/AnnaTurns/status/1483866028421566465
[1] https://pro.evalato.com/4023

Top URLs in Tweet in G2:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269845
[1] https://laqv.requimte.pt/gazette/737-lpgapplications_to_8_phd_scholarships_at_laqvl_pg

Top URLs in Tweet in G3:
[1] https://www.mdpi.com/2673-4079/3/1/1

Top URLs in Tweet in G5:
[1] https://twitter.com/SzekelyGroup/status/1482998650468974592

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[2] nodexlgraphgallery.org
[1] mdpi.com
[1] isc3.org
[1] evalato.com
[1] requimte.pt

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

Top Domains in Tweet in G2:
[2] nodexlgraphgallery.org
[1] requimte.pt

Top Domains in Tweet in G3:
[1] mdpi.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18] sustainablechemistry
[4] waste
[3] innovation
[3] challenge
[2] efficient
[2] extraction
[2] enzyme
[2] ionic
[2] footprints
[2] isc3



Top Hashtags in Tweet in G1:
[8] sustainablechemistry
[4] waste
[3] innovation
[3] challenge
[2] footprints
[2] niteshmehta
[2] isc3
[1] gotoxicfree
[1] greenchemistreefoundation
[1] pharma

Top Hashtags in Tweet in G2:
[7] sustainablechemistry
[2] laqvrequimte
[2] energytransition
[2] materials
[2] circulareconomy

Top Hashtags in Tweet in G3:
[2] efficient
[2] extraction
[2] enzyme
[2] ionic
[1] liquids
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[1] phdthesis
[1] sustainablechemistry
[1] research
[1] teamnova

Top Hashtags in Tweet in G5:
[1] upcycling
[1] membranescience
[1] sustainablechemistry
[1] kaust

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4] #sustainablechemistry,#waste
[3] isc3,launched
[3] launched,3rd
[3] 3rd,#innovation
[3] #innovation,#challenge
[3] #challenge,#sustainablechemistry
[3] #waste,prevention
[3] prevention,valorisation
[3] valorisation,management
[3] univaveiro,fctnova

Top Word Pairs in Tweet in G1:
[4] #sustainablechemistry,#waste
[3] isc3,launched
[3] launched,3rd
[3] 3rd,#innovation
[3] #innovation,#challenge
[3] #challenge,#sustainablechemistry
[3] #waste,prevention
[3] prevention,valorisation
[3] valorisation,management
[2] thank,annaturns

Top Word Pairs in Tweet in G2:
[3] univaveiro,fctnova
[2] phd,scholarships
[2] scholarships,#sustainablechemistry
[2] #sustainablechemistry,#laqvrequimte
[2] #laqvrequimte,offer
[2] offer,applications
[2] applications,until
[2] until,14
[2] 14,january
[2] january,2022

Top Word Pairs in Tweet in G3:
[2] #efficient,#extraction
[2] #extraction,rubisco
[2] rubisco,#enzyme
[2] #enzyme,spinach
[2] spinach,leaves
[2] leaves,using
[2] using,aqueous
[2] aqueous,solutions
[2] solutions,biocompatible
[2] biocompatible,#ionic

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@univaveiro
@annaturns
@laqvfctnova
@uporto
@fctnova
@suschem_mdpi
@dechema
@leuphana_uni
@giz_gmbh

Top Mentioned in G1:
@isc3centre
@annaturns
@dechema
@leuphana_uni
@giz_gmbh
@bmuv
@umweltbundesamt
@leafy_ke
@leqarabio
@ecoacttz

Top Mentioned in G2:
@laqvfctnova
@univaveiro
@fctnova
@uporto
@this0499154500
@uonscience
@isc3centre
@harm_michael
@priscillaachakp
@uonengineering

Top Mentioned in G3:
@suschem_mdpi
@mdpiopenaccess
@path_rg
@univaveiro

Top Mentioned in G4:
@ibetportugal
@novaunl

Top Mentioned in G5:
@szekelygroup

Top Tweeters
Top Tweeters in Entire Graph:
@jasl71
@bmuv
@mdpiopenaccess
@giz_gmbh
@univaveiro
@uporto
@uonengineering
@umweltbundesamt
@uonscience
@this0499154500

Top Tweeters in G1:
@bmuv
@giz_gmbh
@umweltbundesamt
@annaturns
@dechema
@gdch_aktuell
@ecrnnetwork
@isc3centre
@jungchemiker
@leuphana_uni

Top Tweeters in G2:
@jasl71
@univaveiro
@uporto
@uonengineering
@uonscience
@this0499154500
@harm_michael
@priscillaachakp
@fctnova
@laqvfctnova

Top Tweeters in G3:
@mdpiopenaccess
@path_rg
@suschem_mdpi
@anamferreira8

Top Tweeters in G4:
@itqbunl
@novaunl
@ibetportugal

Top Tweeters in G5:
@ampm_kaust
@szekelygroup


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