#sustainablechemistry, Twitter, 2/8/2022 3:40:05 AM, 271536


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#sustainablechemistry_2022-02-07_19-37-12.xlsx
#sustainablechemistry_2022-02-07_19-37-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 08, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3HFyVf9
@isc3centre
@act4chemistry
@viridischem
@smartprosys
@suncochem_eu
@cryosmeticsskin
@suschem
@guilletio
@txell_fuguet
@mpeire

Top hashtags:
#sustainablechemistry
#startupofthemonth
#cryosmetics
#suncochem

Description:
Description
The graph represents a network of 38 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, 08 February 2022 at 03:37 UTC.

The requested start date was Tuesday, 08 February 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, 15-hour, 26-minute period from Tuesday, 25 January 2022 at 02:41 UTC to Thursday, 03 February 2022 at 18:07 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 : 38
Unique Edges : 22
Edges With Duplicates : 30
Total Edges : 52
Number of Edge Types : 5
Mentions : 14
Retweet : 12
MentionsInRetweet : 13
Tweet : 12
Replies to : 1
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.0769230769230769
Reciprocated Edge Ratio : 0.142857142857143
Connected Components : 13
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 21
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.407407
Graph Density : 0.0199146514935989
Modularity : 0.512482
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 38 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, 08 February 2022 at 03:37 UTC.

The requested start date was Tuesday, 08 February 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, 15-hour, 26-minute period from Tuesday, 25 January 2022 at 02:41 UTC to Thursday, 03 February 2022 at 18:07 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://fal.cn/3lRqQ
[1] https://www.leuphana.de/en/university/open-positions/research-teaching/eng-ansicht-forschung-lehre/2022/01/17/research-associate-m-f-d-sustainable-chemistry.html
[1] https://twitter.com/IntlYoungerChem/status/1486724836726489094
[1] https://www.degruyter.com/document/doi/10.1515/ci-2022-0103/html
[1] https://twitter.com/emieldobb/status/1486260491349635075
[1] https://www.suschem-es.org/detalle_premio.asp?id=43
[1] https://suncochem.eu/
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/cryosmetics-caring-for-healthy-skin-and-the-environment.html
[1] https://hakaimagazine.com/news/searching-for-the-future-of-sunscreen/

Top URLs in Tweet in G1:
[1] https://www.leuphana.de/en/university/open-positions/research-teaching/eng-ansicht-forschung-lehre/2022/01/17/research-associate-m-f-d-sustainable-chemistry.html
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/cryosmetics-caring-for-healthy-skin-and-the-environment.html
[1] https://www.degruyter.com/document/doi/10.1515/ci-2022-0103/html
[1] https://twitter.com/emieldobb/status/1486260491349635075
[1] https://twitter.com/IntlYoungerChem/status/1486724836726489094

Top URLs in Tweet in G3:
[1] https://events.vito.be/membrane-technology-for-OSN
[1] https://www.positive.news/science/green-chemistry-eco-innovations-to-reduce-our-chemical-footprint/?fbclid=IwAR3DF6MOScpI2ZjqPwtr4BJtDFSppDNTO1V_uYbal6VJWYd1xaS147weCeE
[1] https://hakaimagazine.com/news/searching-for-the-future-of-sunscreen/

Top URLs in Tweet in G4:
[1] https://suncochem.eu/
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f

Top URLs in Tweet in G5:
[1] https://twitter.com/viridischem/status/1485735363264004101
[1] https://us02web.zoom.us/webinar/register/WN_0zYeoSvWS16hobLTcMriZA

Top URLs in Tweet in G7:
[1] https://fal.cn/3lRqQ

Top URLs in Tweet in G8:
[1] https://www.suschem-es.org/detalle_premio.asp?id=43

Top URLs in Tweet in G9:
[1] https://chem.unc.edu/home/sustainability-committee/

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[1] fal.cn
[1] leuphana.de
[1] degruyter.com
[1] suschem-es.org
[1] suncochem.eu
[1] list-manage.com
[1] isc3.org
[1] hakaimagazine.com
[1] unc.edu

Top Domains in Tweet in G1:
[2] twitter.com
[1] leuphana.de
[1] isc3.org
[1] degruyter.com

Top Domains in Tweet in G3:
[1] vito.be
[1] positive.news
[1] hakaimagazine.com

Top Domains in Tweet in G4:
[1] suncochem.eu
[1] list-manage.com

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

Top Domains in Tweet in G7:
[1] fal.cn

Top Domains in Tweet in G8:
[1] suschem-es.org

Top Domains in Tweet in G9:
[1] unc.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] sustainablechemistry
[5] startupofthemonth
[5] cryosmetics
[4] suncochem
[3] chemicalindustry
[3] circulareconomy
[3] greenchemistry
[2] research
[2] education
[1] hiring



Top Hashtags in Tweet in G1:
[5] sustainablechemistry
[5] startupofthemonth
[5] cryosmetics
[2] research
[2] education
[1] hiring
[1] applynow
[1] innovation
[1] sdgs
[1] unea

Top Hashtags in Tweet in G2:
[1] sustainablechemistry

Top Hashtags in Tweet in G3:
[5] sustainablechemistry
[1] membranefiltration
[1] greenchemistry
[1] makingsciencegreen
[1] naturalchemicals
[1] chemtwitter
[1] sunscreen
[1] cyanobacteria
[1] algae
[1] fermentum

Top Hashtags in Tweet in G4:
[4] suncochem
[3] chemicalindustry
[2] sustainablechemistry
[1] circulareconomy
[1] co2

Top Hashtags in Tweet in G5:
[2] greenchemistry
[2] sustainablechemistry
[1] risk
[1] productdevelopment

Top Hashtags in Tweet in G6:
[2] circulareconomy
[2] sustainablechemistry
[1] firsttweet

Top Hashtags in Tweet in G7:
[1] sustainablechemistry

Top Hashtags in Tweet in G8:
[1] sustainablechemistry
[1] waste

Top Hashtags in Tweet in G9:
[1] sustainability
[1] gogreen
[1] sustainablechemistry

Top Hashtags in Tweet in G10:
[2] sustainablechemistry
[1] sciveralens

Top Words
Top Words in Tweet in Entire Graph:
[22] #sustainablechemistry
[8] products
[8] hello
[8] twitter
[7] research
[6] isc3centre
[6] free
[6] chemicals
[6] smartprosys
[5] #startupofthemonth

Top Words in Tweet in G1:
[6] isc3centre
[5] #sustainablechemistry
[5] #startupofthemonth
[5] #cryosmetics
[5] develops
[5] natural
[5] skincare
[5] products
[5] free
[5] synthetic

Top Words in Tweet in G2:
[3] sec

Top Words in Tweet in G3:
[5] #sustainablechemistry
[3] chemical
[2] pieter
[2] infographic
[2] personal
[2] care
[2] products
[2] sustainable

Top Words in Tweet in G4:
[4] #suncochem
[4] project
[3] addressing
[3] need
[3] eu
[3] #chemicalindustry
[3] reduce
[3] dependence
[3] carbon
[3] feedstock

Top Words in Tweet in G5:
[4] viridischem
[3] scientists
[3] webinar
[2] #greenchemistry
[2] #sustainablechemistry
[2] join
[2] next
[2] series
[2] learn
[2] craig

Top Words in Tweet in G6:
[8] hello
[8] twitter
[6] smartprosys
[4] world
[4] account
[4] ovgupress
[3] research
[2] dies
[2] neue
[2] forschungsinitiative

Top Words in Tweet in G10:
[3] help
[2] #sustainablechemistry
[2] come
[2] one
[2] meetings
[2] lately
[2] overwhelmed
[2] sure
[2] start
[2] re

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5] #startupofthemonth,#cryosmetics
[5] #cryosmetics,develops
[5] develops,natural
[5] natural,skincare
[5] skincare,products
[5] products,free
[5] free,synthetic
[5] synthetic,chemicals
[4] isc3centre,#startupofthemonth
[4] chemicals,toâ

Top Word Pairs in Tweet in G1:
[5] #startupofthemonth,#cryosmetics
[5] #cryosmetics,develops
[5] develops,natural
[5] natural,skincare
[5] skincare,products
[5] products,free
[5] free,synthetic
[5] synthetic,chemicals
[4] isc3centre,#startupofthemonth
[4] chemicals,toâ

Top Word Pairs in Tweet in G3:
[2] personal,care
[2] care,products

Top Word Pairs in Tweet in G4:
[3] #suncochem,project
[3] project,addressing
[3] addressing,need
[3] need,eu
[3] eu,#chemicalindustry
[3] #chemicalindustry,reduce
[3] reduce,dependence
[3] dependence,carbon
[3] carbon,feedstock
[2] suncochem_eu,#suncochem

Top Word Pairs in Tweet in G5:
[2] scientists,join
[2] join,next
[2] next,viridischem
[2] viridischem,webinar
[2] webinar,series
[2] series,learn
[2] learn,craig
[2] craig,rowlands
[2] rowlands,michael
[2] michael,schultz

Top Word Pairs in Tweet in G6:
[4] hello,world
[4] world,hello
[4] hello,twitter
[4] twitter,account
[4] smartprosys,ovgupress
[2] smartprosys,hello
[2] twitter,dies
[2] dies,neue
[2] neue,twitter
[2] account,forschungsinitiative

Top Word Pairs in Tweet in G10:
[2] #sustainablechemistry,come
[2] come,one
[2] one,meetings
[2] meetings,lately
[2] lately,overwhelmed
[2] overwhelmed,sure
[2] sure,start
[2] start,re
[2] re,help

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

Top Replied-To in G2:
@amerchemsociety

Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@leuphana
@suncochem_eu
@emieldobb
@jungchemiker
@viridischem
@smartprosys
@labiotech_eu
@intlyoungerchem

Top Mentioned in G1:
@isc3centre
@leuphana
@emieldobb
@jungchemiker
@un
@unep
@wef
@intlyoungerchem

Top Mentioned in G2:
@energy
@nist
@nsf

Top Mentioned in G4:
@suncochem_eu

Top Mentioned in G5:
@viridischem

Top Mentioned in G6:
@smartprosys

Top Mentioned in G7:
@labiotech_eu

Top Mentioned in G8:
@suschem

Top Mentioned in G9:
@uncchemistry

Top Mentioned in G10:
@scivera

Top Tweeters
Top Tweeters in Entire Graph:
@wef
@un
@unep
@energy
@labiotech_eu
@amerchemsociety
@nsf
@suschem
@nist
@sustainablydef

Top Tweeters in G1:
@wef
@un
@unep
@mpeire
@leuphana
@isc3centre
@intlyoungerchem
@jungchemiker
@guilletio
@emieldobb

Top Tweeters in G2:
@energy
@amerchemsociety
@nsf
@nist
@act4chemistry

Top Tweeters in G3:
@cplabsafety
@kjhaxton
@nahra_chem
@fermentumbio

Top Tweeters in G4:
@txell_fuguet
@hysytech
@suncochem_eu

Top Tweeters in G5:
@contentplace
@mikegoblue93
@viridischem

Top Tweeters in G6:
@jakob_schweizer
@maxsynbio
@smartprosys

Top Tweeters in G7:
@labiotech_eu
@acsgci

Top Tweeters in G8:
@suschem
@foroqys

Top Tweeters in G9:
@uncchemistry
@laurenmcrae10

Top Tweeters in G10:
@sustainablydef
@scivera


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