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#sustainablechemistry_2022-02-21_19-37-12.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 22, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/34QuwrP
@isc3centre
@this0499154500
@suncochem_eu
@leuphana
@kkuemmererlab
@chemmouse
@smartprosys
@niez_eka
@acsgci
@fatwafirdaus

Top hashtags:
#sustainablechemistry
#applynow
#sustainabledevelopment
#application

Description:
Description
The graph represents a network of 54 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, 22 February 2022 at 03:37 UTC.

The requested start date was Tuesday, 22 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 10-day, 6-hour, 3-minute period from Tuesday, 08 February 2022 at 05:59 UTC to Friday, 18 February 2022 at 12:02 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 : 54
Unique Edges : 45
Edges With Duplicates : 52
Total Edges : 97
Number of Edge Types : 4
Mentions : 32
MentionsInRetweet : 34
Retweet : 23
Tweet : 8
Self-Loops : 8
Reciprocated Vertex Pair Ratio : 0.0491803278688525
Reciprocated Edge Ratio : 0.09375
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 49
Maximum Edges in a Connected Component : 92
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.257261
Graph Density : 0.0223619846261356
Modularity : 0.508582
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 54 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, 22 February 2022 at 03:37 UTC.

The requested start date was Tuesday, 22 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 10-day, 6-hour, 3-minute period from Tuesday, 08 February 2022 at 05:59 UTC to Friday, 18 February 2022 at 12:02 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:
[4] https://jobs.giz.de/index.php?ac=jobad&id=59702
[2] http://M.Sc
[2] https://twitter.com/isc3centre/status/1492065054824542209
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://twitter.com/isc3centre/status/1471205341853540369
[1] https://twitter.com/AnnaTurns/status/1483866028421566465
[1] https://pro.evalato.com/4023
[1] https://twitter.com/HorizonBooster/status/1493511005166518272
[1] https://www.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html
[1] https://survey.leuphana.de/index.php/316732?lang=en

Top URLs in Tweet in G1:
[4] https://jobs.giz.de/index.php?ac=jobad&id=59702
[2] https://twitter.com/isc3centre/status/1492065054824542209
[1] https://www.isc3.org/en/activities/innovation/innovation-challenge-2021/2022.html
[1] https://twitter.com/isc3centre/status/1471205341853540369
[1] https://twitter.com/isc3centre/status/1490603887845380098
[1] https://www.isc3.org/en/about-isc3/women-in-sustainable-chemistry.html
[1] https://twitter.com/UN_Women/status/1489962419036246018
[1] http://M.Sc
[1] https://survey.leuphana.de/index.php/316732?lang=en
[1] https://www.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html

Top URLs in Tweet in G2:
[1] https://ovgu.b-ite.careers/jobposting/28195a260e33139231b04b639356e0be345bbaca0
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271536

Top URLs in Tweet in G3:
[1] http://M.Sc
[1] https://www.bincanada.ca/post/working-together-to-solve-the-global-end-of-life-lithium-ion-battery-challenge

Top URLs in Tweet in G4:
[1] https://twitter.com/HorizonBooster/status/1493511005166518272

Top URLs in Tweet in G6:
[1] https://www.psi.ch/en/ene/scientific-highlights/optimization-of-catalyst-performance-to-increase-efficiency-of-methanol

Top URLs in Tweet in G7:
[1] https://www.chem-map.com/chemical_news/will-browne-sustainable-chemistry/

Top Domains
Top Domains in Tweet in Entire Graph:
[7] twitter.com
[4] giz.de
[2] isc3.org
[2] leuphana.de
[2] m.sc
[1] evalato.com
[1] bincanada.ca
[1] chem-map.com
[1] psi.ch
[1] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[6] twitter.com
[4] giz.de
[2] isc3.org
[2] leuphana.de
[1] m.sc
[1] evalato.com

Top Domains in Tweet in G2:
[1] b-ite.careers
[1] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[1] m.sc
[1] bincanada.ca

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G6:
[1] psi.ch

Top Domains in Tweet in G7:
[1] chem-map.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] sustainablechemistry
[6] applynow
[5] sustainabledevelopment
[4] application
[4] suncochem
[4] intern
[3] innovationchallenge
[3] waste
[3] road2greenchem
[3] research



Top Hashtags in Tweet in G1:
[18] sustainablechemistry
[6] applynow
[4] application
[4] intern
[3] innovationchallenge
[3] waste
[2] research
[2] sdg5
[2] footprints
[1] goforit

Top Hashtags in Tweet in G2:
[3] sustainablechemistry
[1] circulareconomy
[1] startupofthemonth
[1] cryosmetics
[1] suncochem

Top Hashtags in Tweet in G3:
[10] sustainablechemistry
[4] sustainabledevelopment
[3] gwb2022
[3] vaniazuin
[1] hydrogeneconomy

Top Hashtags in Tweet in G4:
[3] road2greenchem
[3] suncochem
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[1] sustainability
[1] sustainablechemistry
[1] education
[1] research
[1] greenchemistrycommitment
[1] tuberlin

Top Hashtags in Tweet in G6:
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[35] #sustainablechemistry
[13] isc3centre
[13] 2022
[11] school
[10] 8th
[10] summer
[10] 25
[10] 07
[10] 29
[9] sustainable

Top Words in Tweet in G1:
[18] #sustainablechemistry
[10] isc3centre
[7] very
[7] sustainable
[6] 22
[6] #applynow
[6] school
[5] february
[5] 2022
[5] hub

Top Words in Tweet in G2:
[3] smartprosys
[3] stellenausschreibung
[3] kommst
[3] ingenieurwissenschaften
[3] interessierst
[3] sozialwissenschaften
[3] #sustainablechemistry
[2] möch

Top Words in Tweet in G3:
[10] #sustainablechemistry
[8] 07
[8] 2022
[5] 8th
[5] summer
[5] school
[5] 25
[5] 29
[5] kkuemmererlab
[4] #sustainabledevelopment

Top Words in Tweet in G4:
[3] part
[3] #road2greenchem
[3] cluster
[3] supported
[3] horizonbooster
[3] initiative
[3] #suncochem
[2] suncochem_eu
[2] flowpho

Top Words in Tweet in G5:
[2] launching
[2] today
[2] first
[2] green
[2] career
[2] cafés
[2] starting
[2] education
[2] research
[2] pm

Top Words in Tweet in G7:
[3] programme
[2] chem
[2] map
[2] lead

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] 8th,summer
[10] summer,school
[10] school,#sustainablechemistry
[10] 07,2022
[6] focus,topic
[5] #sustainablechemistry,#sustainabledevelopment
[5] #sustainabledevelopment,25
[5] 25,07
[5] 2022,29
[5] 29,07

Top Word Pairs in Tweet in G1:
[5] 8th,summer
[5] summer,school
[5] school,#sustainablechemistry
[4] #application,open
[4] open,until
[4] looking,#intern
[4] #intern,#sustainablechemistry
[4] #sustainablechemistry,sustainable
[4] sustainable,development
[4] development,25

Top Word Pairs in Tweet in G2:
[3] stellenausschreibung,kommst
[3] kommst,ingenieurwissenschaften
[3] ingenieurwissenschaften,interessierst
[3] interessierst,sozialwissenschaften
[2] smartprosys,stellenausschreibung
[2] sozialwissenschaften,möch

Top Word Pairs in Tweet in G3:
[8] 07,2022
[5] 8th,summer
[5] summer,school
[5] school,#sustainablechemistry
[4] #sustainablechemistry,#sustainabledevelopment
[4] #sustainabledevelopment,25
[4] 25,07
[4] 2022,29
[4] 29,07
[4] 2022,focus

Top Word Pairs in Tweet in G4:
[3] part,#road2greenchem
[3] #road2greenchem,cluster
[3] cluster,supported
[3] supported,horizonbooster
[3] horizonbooster,initiative
[3] initiative,#suncochem
[2] suncochem_eu,part
[2] #suncochem,flowpho

Top Word Pairs in Tweet in G5:
[2] launching,today
[2] today,first
[2] first,green
[2] green,career
[2] career,cafés
[2] cafés,starting
[2] starting,education
[2] education,research
[2] research,pm
[2] pm,cet

Top Word Pairs in Tweet in G7:
[2] chem,map
[2] programme,lead

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@kkuemmererlab
@leuphana
@suncochem_eu
@horizonbooster
@smartprosys
@iupac
@annaturns
@flowpho
@bicsarnia

Top Mentioned in G1:
@isc3centre
@un_women
@leuphana
@annaturns
@dechema
@bmuv
@umweltbundesamt
@leafy_ke
@leqarabio
@ecoacttz

Top Mentioned in G2:
@smartprosys
@isc3centre
@act4chemistry
@viridischem
@suncochem_eu
@cryosmeticsskin
@suschem
@guilletio
@txell_fuguet
@mpeire

Top Mentioned in G3:
@kkuemmererlab
@iupac
@leuphana
@isc3centre
@bicsarnia
@acsgci
@li_cycle

Top Mentioned in G4:
@horizonbooster
@suncochem_eu
@flowpho
@flowphotochem
@solar2chem
@ocean_h2020
@recodeh2020
@decadeproject

Top Mentioned in G5:
@greenchemtu

Top Mentioned in G6:
@arik_beck

Top Tweeters
Top Tweeters in Entire Graph:
@in_stemm
@un_women
@suschem
@bmuv
@berytech
@chemmouse
@acsgci
@this0499154500
@umweltbundesamt
@euchems

Top Tweeters in G1:
@in_stemm
@un_women
@bmuv
@berytech
@umweltbundesamt
@euchems
@niez_eka
@cwandiga
@annaturns
@dechema

Top Tweeters in G2:
@suschem
@this0499154500
@txell_fuguet
@mpeire
@act4chemistry
@viridischem
@kulaklab
@guilletio
@cryosmeticsskin
@smartprosys

Top Tweeters in G3:
@chemmouse
@acsgci
@bicsarnia
@iupac
@leuphana
@li_cycle
@nireasiwrc
@hikelights4life
@teokalpakchiev
@kkuemmererlab

Top Tweeters in G4:
@fatwafirdaus
@iitalk_projects
@flowphotochem
@solar2chem
@suncochem_eu
@horizonbooster
@ocean_h2020
@recodeh2020
@decadeproject
@flowpho

Top Tweeters in G5:
@beyondbenign
@greenchemtu

Top Tweeters in G6:
@psich_en
@arik_beck

Top Tweeters in G7:
@chem_map


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