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#sustainablechemistry_2022-12-19_19-30-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 20, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3HY5zLQ
@elschemistry
@ic2mp
@isc3centre
@bmartinmatute
@uni_mainz_eng
@asyntkirsty
@xx_aithor_xx
@asynt
@diy4u_eu
@microbiozindia

Top hashtags:
#sustainablechemistry
#greenchem2023
#greenchemistry
#solarenergy
#drysyn

Description:
Description
The graph represents a network of 33 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, 20 December 2022 at 03:30 UTC.

The requested start date was Tuesday, 20 December 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, 9-hour, 38-minute period from Wednesday, 07 December 2022 at 07:50 UTC to Friday, 16 December 2022 at 17:28 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 : 33
Unique Edges : 12
Edges With Duplicates : 38
Total Edges : 50
Number of Edge Types : 4
Retweet : 15
MentionsInRetweet : 15
Tweet : 8
Mentions : 12
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 8
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 19
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.321637
Graph Density : 0.0236742424242424
Modularity : 0.4892
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 33 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, 20 December 2022 at 03:30 UTC.

The requested start date was Tuesday, 20 December 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, 9-hour, 38-minute period from Wednesday, 07 December 2022 at 07:50 UTC to Friday, 16 December 2022 at 17:28 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:
[3] http://M.Sc
[3] https://bit.ly/GREN2023
[2] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S2451929422004302&_version=1&md5=455b2a6e3375dadb5dd547b1d18f9613
[1] https://www.magazin.uni-mainz.de/12909_ENG_HTML.php
[1] https://www.leuphana.de/en/professional-school/information-for-applicants/information-day.html
[1] https://www.ul.com/insights/developing-sustainable-consumer-products-through-chemistry?utm_source=twitter&utm_medium=social&utm_campaign=esg_socialpillar&utm_term=rcp&linkId=193458091
[1] https://www.isc3.org/page/innovation-challenge
[1] https://www.isc3.org/page/key-characteristics-of-sustainable-chemistry
[1] https://www.asynt.com/products/benchtop-synthesis-tools/drysyn-range/
[1] https://www.e2p2l.com/en

Top URLs in Tweet in G1:
[3] https://bit.ly/GREN2023

Top URLs in Tweet in G2:
[1] https://www.e2p2l.com/en
[1] https://twitter.com/angew_chem/status/1599703461066674177

Top URLs in Tweet in G3:
[3] http://M.Sc
[1] https://www.leuphana.de/en/professional-school/information-for-applicants/information-day.html
[1] https://www.isc3.org/page/key-characteristics-of-sustainable-chemistry
[1] https://www.isc3.org/page/innovation-challenge

Top URLs in Tweet in G4:
[2] http://www.sciencedirect.com/science?_ob=GatewayURL&_origin=AUTHORALERT&_method=citationSearch&_piikey=S2451929422004302&_version=1&md5=455b2a6e3375dadb5dd547b1d18f9613

Top URLs in Tweet in G5:
[1] https://www.magazin.uni-mainz.de/12909_ENG_HTML.php

Top URLs in Tweet in G6:
[1] https://www.asynt.com/products/benchtop-synthesis-tools/drysyn-range/

Top URLs in Tweet in G7:
[1] https://www.ul.com/insights/developing-sustainable-consumer-products-through-chemistry?utm_source=twitter&utm_medium=social&utm_campaign=esg_socialpillar&utm_term=rcp&linkId=193458091

Top Domains
Top Domains in Tweet in Entire Graph:
[3] m.sc
[3] bit.ly
[2] isc3.org
[2] sciencedirect.com
[1] uni-mainz.de
[1] leuphana.de
[1] ul.com
[1] asynt.com
[1] e2p2l.com
[1] twitter.com

Top Domains in Tweet in G1:
[3] bit.ly

Top Domains in Tweet in G2:
[1] e2p2l.com
[1] twitter.com

Top Domains in Tweet in G3:
[3] m.sc
[2] isc3.org
[1] leuphana.de

Top Domains in Tweet in G4:
[2] sciencedirect.com

Top Domains in Tweet in G5:
[1] uni-mainz.de

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] sustainablechemistry
[7] greenchem2023
[4] greenchemistry
[3] solarenergy
[2] drysyn
[1] energyconversion
[1] energystorage
[1] sustainability
[1] productsustainability
[1] agriculture



Top Hashtags in Tweet in G1:
[7] greenchem2023
[3] greenchemistry
[3] sustainablechemistry
[1] circulareconomy

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

Top Hashtags in Tweet in G3:
[6] sustainablechemistry
[1] chemistry
[1] agriculture

Top Hashtags in Tweet in G4:
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[3] solarenergy
[1] sustainablechemistry
[1] energyconversion
[1] energystorage

Top Hashtags in Tweet in G6:
[2] drysyn
[1] labequipment
[1] chemtwitter
[1] realtimechem
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] sustainability
[1] productsustainability
[1] greenchemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] unea
[1] chemicals
[1] health
[1] sustainablechemistry
[1] antimicrobialresistance

Top Words
Top Words in Tweet in Entire Graph:
[15] #sustainablechemistry
[14] abstract
[11] submit
[9] speakers
[9] deadline
[8] elschemistry
[7] dresden
[7] 14
[7] join
[7] dec

Top Words in Tweet in G1:
[14] abstract
[11] submit
[9] deadline
[9] speakers
[8] elschemistry
[7] approaching
[7] dresden
[7] dec
[7] join
[7] #greenchem2023

Top Words in Tweet in G3:
[6] #sustainablechemistry
[4] programmes
[3] find
[3] leuphana
[3] cohort
[2] chemistry
[2] msc
[2] isc3centre
[2] graduation
[2] certificate

Top Words in Tweet in G4:
[2] bond
[2] amino
[2] work
[2] formation
[2] chem
[2] latest
[2] acids
[2] unprotected

Top Words in Tweet in G5:
[3] storing
[3] molecule
[3] prof
[3] #solarenergy
[3] developed
[3] capable
[3] team
[3] streb
[3] whenever
[3] releasing

Top Words in Tweet in G6:
[2] free
[2] #drysyn
[2] perfect
[2] vials
[2] benchtop
[2] oil
[2] missing
[2] deets
[2] tool
[2] heating

Top Words in Tweet in G7:
[4] sustainability
[3] paper
[3] solutions
[3] white
[3] ul
[2] overlooked
[2] developed
[2] key
[2] chemical
[2] aspect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] abstract,14
[7] join,expert
[7] expert,speakers
[7] deadline,approaching
[7] 14,dec
[7] approaching,submit
[7] #greenchem2023,abstract
[7] submit,abstract
[7] dec,join
[7] abstract,deadline

Top Word Pairs in Tweet in G1:
[7] dec,join
[7] speakers,dresden
[7] abstract,deadline
[7] #greenchem2023,abstract
[7] join,expert
[7] approaching,submit
[7] deadline,approaching
[7] 14,dec
[7] expert,speakers
[7] abstract,14

Top Word Pairs in Tweet in G3:
[2] programmes,info
[2] day,14th
[2] mba,#sustainablechemistry
[2] #sustainablechemistry,certificate
[2] sustainable,chemistry
[2] info,day
[2] students,1st
[2] find,more
[2] more,study
[2] celebrate,graduation

Top Word Pairs in Tweet in G4:
[2] amino,acids
[2] acids,chem
[2] latest,work
[2] unprotected,amino
[2] formation,unprotected
[2] bond,formation
[2] work,bond

Top Word Pairs in Tweet in G5:
[3] carsten,streb
[3] team,developed
[3] prof,carsten
[3] storing,#solarenergy
[3] #solarenergy,releasing
[3] developed,molecule
[3] releasing,whenever
[3] streb,team
[3] capable,storing
[3] molecule,capable

Top Word Pairs in Tweet in G6:
[2] tool,vials
[2] vials,flasks
[2] oil,free
[2] benchtop,#drysyn
[2] #drysyn,perfect
[2] missing,benchtop
[2] heating,tool
[2] free,heating
[2] flasks,deets
[2] perfect,oil

Top Word Pairs in Tweet in G7:
[3] white,paper
[3] ul,solutions
[2] paper,key
[2] chemical,sustainability
[2] key,overlooked
[2] aspect,sustainability
[2] developed,white
[2] sustainability,chemical
[2] solutions,developed
[2] overlooked,aspect

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@elschemistry
@uni_mainz_eng
@isc3centre
@leuphana
@ul_solutions
@asyntkirsty
@asynt
@bmartinmatute
@humblotanaelle

Top Mentioned in G1:
@elschemistry

Top Mentioned in G2:
@humblotanaelle
@princeanana
@ic2mp
@dr08_cnrs
@inc_cnrs
@univpoitiers
@solvaygroup

Top Mentioned in G3:
@isc3centre
@leuphana

Top Mentioned in G4:
@bmartinmatute
@stockholms_univ
@mistra

Top Mentioned in G5:
@uni_mainz_eng

Top Mentioned in G6:
@asyntkirsty
@asynt

Top Mentioned in G7:
@ul_solutions

Top Mentioned in G8:
@unep

Top Tweeters
Top Tweeters in Entire Graph:
@eventcentralme
@bap47
@unep
@genetwork
@stockholms_univ
@ul_solutions
@billing8605766
@elschemistry
@inc_cnrs
@solvaygroup

Top Tweeters in G1:
@eventcentralme
@bap47
@elschemistry
@brennosantosle1
@perezestelacl
@dixitratnakant2
@diy4u_eu
@nasir_lawal

Top Tweeters in G2:
@inc_cnrs
@solvaygroup
@univpoitiers
@dr08_cnrs
@ic2mp
@princeanana
@humblotanaelle

Top Tweeters in G3:
@billing8605766
@leuphana
@isc3centre
@dskahlon3

Top Tweeters in G4:
@stockholms_univ
@bmartinmatute
@xx_aithor_xx
@mistra

Top Tweeters in G5:
@uni_mainz_eng
@lschwierig
@ckerzig

Top Tweeters in G6:
@asynt
@microbiozindia
@asyntkirsty

Top Tweeters in G7:
@ul_solutions
@ahfanews

Top Tweeters in G8:
@unep
@genetwork


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