#sustainablechemistry, Twitter, 2/23/2021 4:55:54 AM, 249410


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#sustainablechemistry_2021-02-22_18-50-48.xlsx
#sustainablechemistry_2021-02-22_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3pJ7QOn
@acsgci
@isc3centre
@viridischem
@chemanager_eu
@suncochem_eu
@eu_h2020
@vitobelgium
@medicalomnix
@yallapppa
@urd_abi

Top hashtags:
#sustainablechemistry
#renewableenergy
#startup
#zurich
#catalysis
#university

Description:
Description
The graph represents a network of 31 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, 23 February 2021 at 02:50 UTC.

The requested start date was Tuesday, 23 February 2021 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 8-day, 19-hour, 32-minute period from Wednesday, 10 February 2021 at 13:34 UTC to Friday, 19 February 2021 at 09:06 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 : 31
Unique Edges : 14
Edges With Duplicates : 45
Total Edges : 59
Number of Edge Types : 4
Retweet : 16
MentionsInRetweet : 18
Mentions : 19
Tweet : 6
Self-Loops : 7
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 5
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 17
Maximum Edges in a Connected Component : 34
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.126074
Graph Density : 0.0311827956989247
Modularity : 0.430839
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 31 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, 23 February 2021 at 02:50 UTC.

The requested start date was Tuesday, 23 February 2021 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 8-day, 19-hour, 32-minute period from Wednesday, 10 February 2021 at 13:34 UTC to Friday, 19 February 2021 at 09:06 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:
[5] https://www.linkedin.com/feed/update/urn:li:activity:6765229139243995136
[2] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f
[1] https://twitter.com/Joao_F_Borges/status/1362371497021554689
[1] https://www.isc3.org/en/event.html
[1] http://hosted-p0.vresp.com/1901105/06fb69174b/ARCHIVE
[1] https://www.gcande.org/register/?cid=sc_gci_twit_2_17_21
[1] https://twitter.com/GenderChemicals/status/1361332662892437506
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html?fbclid=IwAR1oCfiBdr2Ki_tQ5_1yS0Ea54TNpnCVY5B14DYYj9ZAs1sqwtZrAIP5aAA

Top URLs in Tweet in G1:
[2] https://twitter.com/isc3centre/status/1339986175419887617
[1] https://twitter.com/Joao_F_Borges/status/1362371497021554689
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html?fbclid=IwAR1oCfiBdr2Ki_tQ5_1yS0Ea54TNpnCVY5B14DYYj9ZAs1sqwtZrAIP5aAA
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2020/2021.html
[1] https://twitter.com/GenderChemicals/status/1361332662892437506
[1] https://www.isc3.org/en/event.html

Top URLs in Tweet in G2:
[1] https://www.gcande.org/register/?cid=sc_gci_twit_2_17_21

Top URLs in Tweet in G3:
[1] https://suncochem.us7.list-manage.com/subscribe?u=b751315d63effab09a842ef69&id=e4be21354f

Top URLs in Tweet in G4:
[5] https://www.linkedin.com/feed/update/urn:li:activity:6765229139243995136

Top URLs in Tweet in G5:
[1] http://hosted-p0.vresp.com/1901105/06fb69174b/ARCHIVE

Top URLs in Tweet in G6:
[1] https://www.project-incite.eu/
[1] https://twitter.com/INCITE_EU/status/1359174006755237888

Top URLs in Tweet in G7:
[1] https://storebrands.com/voices-industry-experts-weigh-private-labels-future

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[5] linkedin.com
[3] isc3.org
[1] list-manage.com
[1] vresp.com
[1] gcande.org
[1] storebrands.com
[1] project-incite.eu

Top Domains in Tweet in G1:
[4] twitter.com
[3] isc3.org

Top Domains in Tweet in G2:
[1] gcande.org

Top Domains in Tweet in G3:
[1] list-manage.com

Top Domains in Tweet in G4:
[5] linkedin.com

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

Top Domains in Tweet in G6:
[1] project-incite.eu
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] sustainablechemistry
[8] renewableenergy
[7] startup
[5] zurich
[5] catalysis
[5] university
[5] chemtwitter
[4] suncochem
[4] innovationchallenge
[3] sdgs



Top Hashtags in Tweet in G1:
[9] sustainablechemistry
[6] startup
[6] renewableenergy
[4] innovationchallenge
[3] sdgs
[2] changemakers
[2] changemaker
[2] gender
[1] science
[1] iupac2021

Top Hashtags in Tweet in G2:
[2] sustainablechemistry
[1] gcande
[1] greenchemistry
[1] startup
[1] renewableenergy

Top Hashtags in Tweet in G3:
[4] suncochem
[1] sustainablechemistry
[1] chemicalindustry
[1] renewableenergy

Top Hashtags in Tweet in G4:
[5] zurich
[5] catalysis
[5] sustainablechemistry
[5] university
[5] chemtwitter

Top Hashtags in Tweet in G5:
[1] sustainablechemistry
[1] greenchemistry
[1] toxicity

Top Hashtags in Tweet in G6:
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] storebrands
[1] sustainablechemistry
[1] fermentum
[1] accelerateyourvision
[1] fermentationservicesdotcom

Top Words
Top Words in Tweet in Entire Graph:
[20] #sustainablechemistry
[10] chemistry
[9] more
[8] #renewableenergy
[7] registration
[7] open
[7] 25th
[7] annual
[7] green
[7] engineering

Top Words in Tweet in G1:
[9] #sustainablechemistry
[6] #startup
[6] #renewableenergy
[6] apply
[4] isc3centre
[4] isc3
[4] year's
[4] #innovationchallenge
[3] #sdgs
[3] more

Top Words in Tweet in G2:
[6] registration
[6] open
[6] 25th
[6] annual
[6] green
[6] chemistry
[6] engineering
[6] conference
[6] join
[6] june

Top Words in Tweet in G3:
[4] know
[4] more
[4] #suncochem
[4] eu_h2020
[4] project
[4] one
[4] first
[4] ones
[4] subscribe
[4] community

Top Words in Tweet in G4:
[5] clariant
[5] signed
[5] agreement
[5] #zurich
[5] support
[5] research
[5] #catalysis
[5] #sustainablechemistry
[5] provides
[5] calls

Top Words in Tweet in G5:
[3] chemistry
[2] scientists
[2] chemists
[2] find
[2] sustainable
[2] act
[2] newsletter
[2] watch
[2] video

Top Words in Tweet in G6:
[2] chemo
[2] enzymatic
[2] processes
[2] change
[2] chemical
[2] industry
[2] reduce
[2] impact
[2] environment
[2] climate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] registration,open
[7] open,25th
[7] 25th,annual
[7] annual,green
[7] green,chemistry
[7] chemistry,engineering
[7] engineering,conference
[7] conference,join
[7] join,june
[7] june,days

Top Word Pairs in Tweet in G1:
[6] #sustainablechemistry,#renewableenergy
[4] apply,year's
[3] forget,apply
[3] year's,#innovationchallenge
[3] #innovationchallenge,#sustainablechemistry
[3] #renewableenergy,#startup
[2] abstract,sdgs
[2] sdgs,benefit
[2] benefit,society
[2] society,hand

Top Word Pairs in Tweet in G2:
[6] registration,open
[6] open,25th
[6] 25th,annual
[6] annual,green
[6] green,chemistry
[6] chemistry,engineering
[6] engineering,conference
[6] conference,join
[6] join,june
[6] june,days

Top Word Pairs in Tweet in G3:
[4] know,more
[4] more,#suncochem
[4] #suncochem,eu_h2020
[4] eu_h2020,project
[4] project,one
[4] one,first
[4] first,ones
[4] ones,subscribe
[4] subscribe,community
[3] suncochem_eu,know

Top Word Pairs in Tweet in G4:
[5] clariant,signed
[5] signed,agreement
[5] #zurich,support
[5] support,research
[5] research,#catalysis
[5] #catalysis,#sustainablechemistry
[5] #sustainablechemistry,provides
[5] provides,calls
[5] calls,significant
[5] significant,financial

Top Word Pairs in Tweet in G5:
[2] scientists,chemists
[2] chemists,find
[2] find,sustainable
[2] sustainable,chemistry
[2] chemistry,act
[2] act,newsletter
[2] newsletter,watch
[2] watch,video

Top Word Pairs in Tweet in G6:
[2] chemo,enzymatic
[2] enzymatic,processes
[2] processes,change
[2] change,chemical
[2] chemical,industry
[2] industry,reduce
[2] reduce,impact
[2] impact,environment
[2] environment,climate
[2] climate,find

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@acsgci
@isc3centre
@clariant
@eu_h2020
@eth_en
@suncochem_eu
@intlyoungerchem
@emieldobb
@iupac

Top Mentioned in G1:
@isc3centre
@intlyoungerchem
@emieldobb
@iupac
@medicalomnix

Top Mentioned in G2:
@acsgci
@isc3centre

Top Mentioned in G3:
@eu_h2020
@suncochem_eu

Top Mentioned in G4:
@clariant
@eth_en
@eth
@angew_chem

Top Mentioned in G5:
@acsgci
@viridischem
@chriscoons

Top Mentioned in G6:
@vitobelgium
@incite_eu

Top Tweeters
Top Tweeters in Entire Graph:
@johnsnowmtainer
@energyreferralx
@angew_chem
@chemanager_eu
@amerchemsociety
@chriscoons
@eu_h2020
@eurecat_news
@chemmouse
@yallapppa

Top Tweeters in G1:
@agnes_dittmar
@iupac
@intlyoungerchem
@isc3centre
@nievesf93775388
@jungchemiker
@medicalomnix
@emieldobb

Top Tweeters in G2:
@amerchemsociety
@chemmouse
@yallapppa
@acsgci
@akdoana
@urd_abi

Top Tweeters in G3:
@johnsnowmtainer
@energyreferralx
@eu_h2020
@eurecat_news
@suncochem_eu

Top Tweeters in G4:
@angew_chem
@chemanager_eu
@eth_en
@eth
@clariant

Top Tweeters in G5:
@chriscoons
@contentplace
@viridischem

Top Tweeters in G6:
@vitobelgium
@yearnetwork
@incite_eu

Top Tweeters in G7:
@fermentumbio