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#sustainablechemistry_2021-11-08_19-12-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 09, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3oc2Nav
@isc3centre
@lombardiaue
@ecrnnetwork
@viridischem
@sciforum
@basf
@good_policies
@emieldobb
@unmgcy
@juliana_lvidal

Top hashtags:
#sustainablechemistry
#webinar
#materials
#building
#construction
#isc3youthday

Description:
Description
The graph represents a network of 35 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, 09 November 2021 at 03:12 UTC.

The requested start date was Tuesday, 09 November 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 10-day, 0-hour, 10-minute period from Tuesday, 26 October 2021 at 09:20 UTC to Friday, 05 November 2021 at 09:31 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 : 35
Unique Edges : 24
Edges With Duplicates : 48
Total Edges : 72
Number of Edge Types : 4
Retweet : 16
MentionsInRetweet : 28
Mentions : 22
Tweet : 6
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0.025
Reciprocated Edge Ratio : 0.0487804878048781
Connected Components : 6
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 20
Maximum Edges in a Connected Component : 46
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.942605
Graph Density : 0.034453781512605
Modularity : 0.436439
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 35 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, 09 November 2021 at 03:12 UTC.

The requested start date was Tuesday, 09 November 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 10-day, 0-hour, 10-minute period from Tuesday, 26 October 2021 at 09:20 UTC to Friday, 05 November 2021 at 09:31 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://suschem-2.sciforum.net
[1] https://ecrn.net/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://mcdonough.com/cradle-cradle-conversation-william-mcdonough/
[1] https://ecrn.net/event/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://www.isc3.org/en/activities/innovation/start-up-of-the-month/article/ic2r-carbon-recycling-by-developing-innovative-catalysis.html
[1] https://www.isc3.org/en/activities/innovation/investor-forum-2021.html
[1] https://twitter.com/DECHEMA/status/1452908103826034689
[1] https://suschem-2.sciforum.net/#webinar_content
[1] https://www.isc3.org/en/event/global-sustainable-chemistry-week-2021.html
[1] https://twitter.com/protti_stefano/status/1454023907602731012

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=OzReSRU5YxY

[1] https://us06web.zoom.us/webinar/register/WN_b9XSATZbRhqDFKSHqnLDeA
[1] https://us06web.zoom.us/webinar/register/WN_b9XSATZbRhqDFKSHqnLDeA?fbclid=IwAR06zvzBL82XGud1c7axfXHPyI0qQFKvGWeKMXGdMWzFn3jqlP12asrrUaY
[1] https://twitter.com/Good_Policies/status/1453626801100570627
[1] https://dechema.converia.de/frontend/index.php?sub=595
[1] https://www.isc3.org/.../innovation/investor-forum-2021.html
[1] https://docs.google.com/forms/d/e/1FAIpQLSfxFfzpDJCaUrPOumsbXyrrphJVWJGTNjtrg-b6yoXKUEbwzw/viewform
[1] https://www.isc3.org/en/event/global-sustainable-chemistry-week-2021.html
[1] https://www.isc3.org/en/activities/innovation/investor-forum-2021.html
[1] https://twitter.com/DECHEMA/status/1452908103826034689

Top URLs in Tweet in G2:
[1] https://mcdonough.com/cradle-cradle-conversation-william-mcdonough/

Top URLs in Tweet in G3:
[1] https://ecrn.net/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/
[1] https://ecrn.net/event/save-the-date-ecrn-online-conference-eu-regions-as-key-players-in-the-transition-to-the-sustainable-and-circular-chemical-sector/

Top URLs in Tweet in G5:
[2] https://suschem-2.sciforum.net
[1] https://suschem-2.sciforum.net/#webinar_content

Top URLs in Tweet in G6:
[1] https://twitter.com/protti_stefano/status/1454023907602731012

Top URLs in Tweet in G7:
[1] https://8th-biorizon-bio-aromatics-event.b2match.io/home

Top Domains
Top Domains in Tweet in Entire Graph:
[4] isc3.org
[3] twitter.com
[3] sciforum.net
[2] ecrn.net
[2] zoom.us
[1] mcdonough.com
[1] google.com
[1] converia.de
[1] youtube.com
[1] b2match.io

Top Domains in Tweet in G1:
[4] isc3.org
[2] zoom.us
[2] twitter.com
[1] youtube.com
[1] converia.de
[1] google.com

Top Domains in Tweet in G2:
[1] mcdonough.com

Top Domains in Tweet in G3:
[2] ecrn.net

Top Domains in Tweet in G5:
[3] sciforum.net

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

Top Domains in Tweet in G7:
[1] b2match.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] sustainablechemistry
[6] webinar
[4] materials
[4] building
[3] construction
[3] isc3youthday
[2] gswc21
[2] ecrn
[2] regions
[2] gscw21



Top Hashtags in Tweet in G1:
[11] sustainablechemistry
[2] gscw21
[1] capci
[1] iki
[1] climatechange
[1] leadinpaint
[1] innovations
[1] isc3youthday
[1] youngvoices
[1] investorforum

Top Hashtags in Tweet in G2:
[1] circulareconomy
[1] sustainablechemistry
[1] cop26

Top Hashtags in Tweet in G3:
[2] gswc21
[2] sustainablechemistry
[2] ecrn
[2] regions
[1] lombardia
[1] chemistry

Top Hashtags in Tweet in G4:
[2] isc3youthday

Top Hashtags in Tweet in G5:
[6] webinar
[6] sustainablechemistry
[4] materials
[4] building
[3] construction
[1] 10/27/2021 12:00:00 AM
[1] today

Top Hashtags in Tweet in G6:
[2] enzymes
[2] biocatalysis
[1] greenchemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] biobasedbusiness
[1] sustainablechemistry
[1] biobasedchemistry

Top Hashtags in Tweet in G8:
[1] unibayreuth
[1] chemie
[1] verteidigung
[1] dissertation
[1] doktortitel
[1] bayreuth
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[23] #sustainablechemistry
[13] week
[12] register
[12] 00
[9] first
[9] isc3centre
[9] 10
[9] 11
[9] 12
[8] 2nd

Top Words in Tweet in G1:
[11] #sustainablechemistry
[11] 00
[8] future
[7] discussion
[7] programme
[7] partner
[7] world
[7] good_policies
[6] isc3centre
[6] 10

Top Words in Tweet in G2:
[6] cradle
[5] viridischem
[3] thanks
[3] attended
[3] today's
[3] webinar
[3] basf's
[3] patrick
[3] harmon
[3] mentioned

Top Words in Tweet in G3:
[4] sustainable
[4] week
[4] register
[3] event
[3] 10
[2] ecrnnetwork
[2] 1st
[2] global
[2] #gswc21
[2] #sustainablechemistry

Top Words in Tweet in G4:
[2] isc3centre
[2] excited
[2] collaboration
[2] unmgcy
[2] jungchemiker
[2] #isc3youthday
[2] 11
[2] nov
[2] 2021
[2] 12

Top Words in Tweet in G5:
[6] 2nd
[6] #webinar
[6] #sustainablechemistry
[5] register
[4] advances
[4] biobased
[4] polymeric
[4] #materials
[4] #building
[3] sciforum

Top Words in Tweet in G6:
[2] interested
[2] #enzymes
[2] organic
[2] synthesis
[2] check
[2] chapter
[2] #biocatalysis
[2] thanks
[2] protti_stefano

Top Words in Tweet in G7:
[2] join
[2] biorizon
[2] 2nd
[2] dec
[2] discuss
[2] latest
[2] progress
[2] field
[2] bio
[2] aromatics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7] world,future
[7] programme,partner
[6] 2nd,#webinar
[6] #webinar,#sustainablechemistry
[6] first,global
[5] november,10
[5] during,first
[5] global,#sustainablechemistry
[5] #sustainablechemistry,week
[5] partner,world

Top Word Pairs in Tweet in G1:
[7] programme,partner
[7] world,future
[6] first,global
[5] partner,world
[5] future,council
[5] council,good_policies
[5] good_policies,host
[5] host,panel
[5] panel,discussion
[5] global,#sustainablechemistry

Top Word Pairs in Tweet in G2:
[3] thanks,attended
[3] attended,today's
[3] today's,viridischem
[3] viridischem,webinar
[3] webinar,basf's
[3] basf's,patrick
[3] patrick,harmon
[3] harmon,mentioned
[3] mentioned,cradle
[3] cradle,cradle

Top Word Pairs in Tweet in G3:
[3] week,register
[2] 1st,global
[2] global,sustainable
[2] last,week
[2] register,#ecrn
[2] #ecrn,event
[2] event,#regions
[2] #regions,key
[2] key,players
[2] players,transition

Top Word Pairs in Tweet in G4:
[2] isc3centre,excited
[2] excited,collaboration
[2] collaboration,unmgcy
[2] unmgcy,jungchemiker
[2] jungchemiker,#isc3youthday
[2] #isc3youthday,11
[2] 11,nov
[2] nov,2021
[2] 2021,12
[2] 12,30

Top Word Pairs in Tweet in G5:
[6] 2nd,#webinar
[6] #webinar,#sustainablechemistry
[4] advances,biobased
[4] biobased,polymeric
[4] polymeric,#materials
[4] #materials,#building
[3] first,video
[3] video,week
[3] week,offering
[3] offering,recording

Top Word Pairs in Tweet in G6:
[2] interested,#enzymes
[2] #enzymes,organic
[2] organic,synthesis
[2] synthesis,check
[2] check,chapter
[2] chapter,#biocatalysis
[2] #biocatalysis,thanks
[2] thanks,protti_stefano

Top Word Pairs in Tweet in G7:
[2] join,biorizon
[2] biorizon,2nd
[2] 2nd,dec
[2] dec,discuss
[2] discuss,latest
[2] latest,progress
[2] progress,field
[2] field,bio
[2] bio,aromatics
[2] aromatics,elaborate

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@good_policies
@sciforum
@viridischem
@basf
@unmgcy
@jungchemiker
@ecrnnetwork
@giz_gmbh
@bmu

Top Mentioned in G1:
@good_policies
@isc3centre
@giz_gmbh
@bmu
@umweltbundesamt
@unep
@dechema
@unmgcy
@jungchemiker
@leuphana

Top Mentioned in G2:
@viridischem
@basf
@billmcdonough

Top Mentioned in G3:
@ecrnnetwork
@assolombarda
@isc3centre

Top Mentioned in G4:
@isc3centre
@unmgcy
@jungchemiker

Top Mentioned in G5:
@sciforum

Top Mentioned in G6:
@protti_stefano
@castagnologroup

Top Mentioned in G7:
@biorizon
@vitobelgium

Top Tweeters
Top Tweeters in Entire Graph:
@unep
@profturnusol
@assolombarda
@bmu
@good_policies
@mdpiopenaccess
@giz_gmbh
@aniiuy
@umweltbundesamt
@basf

Top Tweeters in G1:
@unep
@profturnusol
@bmu
@good_policies
@giz_gmbh
@aniiuy
@umweltbundesamt
@ingra_h
@dechema
@diderbob

Top Tweeters in G2:
@basf
@contentplace
@billmcdonough
@viridischem
@chiraljam

Top Tweeters in G3:
@assolombarda
@nunezdolors
@ecrnnetwork
@lombardiaue

Top Tweeters in G4:
@unmgcy
@juliana_lvidal
@jungchemiker
@emieldobb

Top Tweeters in G5:
@mdpiopenaccess
@sciforum
@suschem_mdpi

Top Tweeters in G6:
@protti_stefano
@d_castagnolo
@castagnologroup

Top Tweeters in G7:
@vitobelgium
@agroflanders
@biorizon

Top Tweeters in G8:
@suscentrebay


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