#sustainablechemistry, Twitter, 6/30/2021 3:11:57 AM, 257969


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#sustainablechemistry_2021-06-29_18-50-49.xlsx
#sustainablechemistry_2021-06-29_18-50-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3jnej22
@acsgci
@isc3centre
@djc_constable
@csctbath
@canale_vittorio
@omalley_group
@ukcatalysishub
@suschem_mdpi
@viridischem
@fraunhoferimm

Top hashtags:
#sustainablechemistry
#gcande
#greenchemistry
#flowchemistry

Description:
Description
The graph represents a network of 44 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 Wednesday, 30 June 2021 at 01:50 UTC.

The requested start date was Tuesday, 29 June 2021 at 00:01 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 12-day, 19-hour, 3-minute period from Tuesday, 15 June 2021 at 15:30 UTC to Monday, 28 June 2021 at 10:34 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 : 44
Unique Edges : 38
Edges With Duplicates : 70
Total Edges : 108
Number of Edge Types : 5
Mentions : 33
Retweet : 24
MentionsInRetweet : 40
Replies to : 1
Tweet : 10
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.0740740740740741
Reciprocated Edge Ratio : 0.137931034482759
Connected Components : 7
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 18
Maximum Edges in a Connected Component : 64
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.914286
Graph Density : 0.0306553911205074
Modularity : 0.447209
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 44 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 Wednesday, 30 June 2021 at 01:50 UTC.

The requested start date was Tuesday, 29 June 2021 at 00:01 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 12-day, 19-hour, 3-minute period from Tuesday, 15 June 2021 at 15:30 UTC to Monday, 28 June 2021 at 10:34 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://berytech.org/events/cleantech-learning-series-2021-webinar-3/
[1] https://twitter.com/isc3centre/status/1399436572408356878
[1] https://www.csct.ac.uk/icheme-fellowship/
[1] https://app.viridischem.com/registration.html
[1] https://www.mdpi.com/1420-3049/26/13/3828
[1] https://discover.phoseon.com/keyreact-photochemistry-led-light-source?utm_campaign=photochemistry&utm_content=170801456&utm_medium=social&utm_source=twitter&hss_channel=tw-41427516
[1] https://twitter.com/isc3centre/status/1399392290486030346
[1] https://twitter.com/isc3centre/status/1399391753782939650
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] https://www.linkedin.com/slink?code=gDtnMBs

Top URLs in Tweet in G1:
[1] https://www.csct.ac.uk/icheme-fellowship/

Top URLs in Tweet in G2:
[1] https://app.viridischem.com/registration.html
[1] https://www.youtube.com/playlist?list=PLjrRq82oPDlMJbRNGrRuuIHlpqKICU_NM

[1] http://hosted-p0.vresp.com/1901105/fc19cdfd89/ARCHIVE
[1] https://us02web.zoom.us/.../101.../WN_nPqfMMWxQ-OSUckVv9hD6w
[1] https://us02web.zoom.us/webinar/register/2416232494774/WN_nPqfMMWxQ-OSUckVv9hD6w
[1] https://www.gcande.org/

Top URLs in Tweet in G3:
[1] https://berytech.org/events/cleantech-learning-series-2021-webinar-3/
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] https://twitter.com/isc3centre/status/1399391753782939650
[1] https://twitter.com/isc3centre/status/1399392290486030346
[1] https://twitter.com/isc3centre/status/1399436572408356878

Top URLs in Tweet in G4:
[1] https://www.mdpi.com/1420-3049/26/13/3828

Top URLs in Tweet in G5:
[1] https://fm21.scg.ch/

Top URLs in Tweet in G6:
[1] https://www.edudip.com/en/webinar/electrochemistry/1318890
[1] https://www.imm.fraunhofer.de/en/events/achema-pulse-2021.html
[1] https://www.achema.de/en/the-achema/congress-programme/schedule?lectureId=qTV0RCfKYn2sXJynhvQz

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/slink?code=gDtnMBs

Top URLs in Tweet in G8:
[1] https://discover.phoseon.com/keyreact-photochemistry-led-light-source?utm_campaign=photochemistry&utm_content=170801456&utm_medium=social&utm_source=twitter&hss_channel=tw-41427516

Top Domains
Top Domains in Tweet in Entire Graph:
[3] twitter.com
[2] zoom.us
[1] berytech.org
[1] ac.uk
[1] viridischem.com
[1] mdpi.com
[1] phoseon.com
[1] giz.de
[1] linkedin.com
[1] scg.ch

Top Domains in Tweet in G1:
[1] ac.uk

Top Domains in Tweet in G2:
[2] zoom.us
[1] viridischem.com
[1] youtube.com
[1] vresp.com
[1] gcande.org

Top Domains in Tweet in G3:
[3] twitter.com
[1] berytech.org
[1] giz.de

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

Top Domains in Tweet in G5:
[1] scg.ch

Top Domains in Tweet in G6:
[1] edudip.com
[1] fraunhofer.de
[1] achema.de

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

Top Domains in Tweet in G8:
[1] phoseon.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] sustainablechemistry
[20] gcande
[16] greenchemistry
[5] flowchemistry
[4] intern
[4] communications
[4] application
[4] sustainable
[3] photochemistry
[3] greenchemsitry



Top Hashtags in Tweet in G1:
[1] catalysis
[1] sustainablechemistry
[1] chemtwitter

Top Hashtags in Tweet in G2:
[20] gcande
[15] greenchemistry
[15] sustainablechemistry
[3] greenchemsitry
[1] scientists
[1] researchanddevelopment
[1] scientist
[1] intern
[1] communications
[1] application

Top Hashtags in Tweet in G3:
[5] sustainablechemistry
[3] intern
[3] communications
[3] application
[2] sdgs
[1] isc3
[1] greatteam
[1] applynow
[1] startup
[1] entrepreneurs

Top Hashtags in Tweet in G4:
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[1] sustainablechemistry
[1] sustainability

Top Hashtags in Tweet in G6:
[5] flowchemistry
[4] sustainable
[3] fraunhofer
[3] sustainablechemistry
[2] achemapulse
[2] achema
[2] weknowhow
[2] photochemistry
[1] electrochemical
[1] microreactor

Top Hashtags in Tweet in G7:
[1] sustainablechemistry
[1] disruptivethinking
[1] disruptiveinnovation
[1] greenchemistry

Top Hashtags in Tweet in G8:
[1] chlorination
[1] polymerization
[1] photochemistry
[1] photochemicalreactions
[1] chemicalindustry
[1] wavelength
[1] sustainablechemistry

Top Words
Top Words in Tweet in Entire Graph:
[28] #sustainablechemistry
[20] #gcande
[18] 25th
[18] annual
[17] join
[16] acsgci
[16] #greenchemistry
[13] more
[11] technical
[10] djc_constable

Top Words in Tweet in G1:
[3] drsimonf
[3] alex_j_omalley
[3] give
[3] another
[3] reason
[3] celebrate
[3] congrats
[3] both
[3] icheme
[3] uniofbath

Top Words in Tweet in G2:
[20] #gcande
[18] 25th
[18] annual
[16] acsgci
[16] join
[15] #greenchemistry
[15] #sustainablechemistry
[11] technical
[10] djc_constable
[9] more

Top Words in Tweet in G3:
[5] #sustainablechemistry
[4] looking
[4] very
[4] 59
[3] hiring
[3] #intern
[3] support
[3] #communications
[3] team
[3] #application

Top Words in Tweet in G4:
[4] check
[4] paper
[4] sustainable
[4] synthesis
[4] focused
[4] library
[4] dual
[4] alfa2
[4] ht7
[4] receptor

Top Words in Tweet in G5:
[2] 2021

Top Words in Tweet in G6:
[5] #flowchemistry
[4] #sustainable
[4] chemical
[4] pharmaceutical
[4] production
[3] 15
[3] processes
[3] #fraunhofer
[3] #sustainablechemistry
[2] fraunhoferimm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] 25th,annual
[16] annual,#gcande
[13] #greenchemistry,#sustainablechemistry
[7] hope,join
[7] technical,sessions
[6] over,1300
[6] 1300,registrants
[6] registrants,25th
[6] green,chemistry
[5] wow,over

Top Word Pairs in Tweet in G1:
[3] drsimonf,alex_j_omalley
[3] alex_j_omalley,give
[3] give,another
[3] another,reason
[3] reason,celebrate
[3] celebrate,congrats
[3] congrats,both
[3] both,icheme
[3] icheme,uniofbath
[3] uniofbath,uniofbathsci

Top Word Pairs in Tweet in G2:
[18] 25th,annual
[16] annual,#gcande
[13] #greenchemistry,#sustainablechemistry
[7] hope,join
[7] technical,sessions
[6] green,chemistry
[6] over,1300
[6] 1300,registrants
[6] registrants,25th
[5] wow,over

Top Word Pairs in Tweet in G3:
[3] hiring,looking
[3] looking,#intern
[3] #intern,support
[3] support,#communications
[3] #communications,team
[3] team,#application
[3] #application,link
[3] link,very
[3] very,much
[2] dechema,giz_gmbh

Top Word Pairs in Tweet in G4:
[4] check,paper
[4] paper,sustainable
[4] sustainable,synthesis
[4] synthesis,focused
[4] focused,library
[4] library,dual
[4] dual,alfa2
[4] alfa2,ht7
[4] ht7,receptor
[4] receptor,antagonists

Top Word Pairs in Tweet in G6:
[4] #flowchemistry,#sustainable
[4] #sustainable,chemical
[4] chemical,pharmaceutical
[4] pharmaceutical,production
[3] production,processes
[2] today,15
[2] 15,exhibitor
[2] exhibitor,pitch
[2] pitch,#flowchemistry
[2] miss,presentation

Top Replied-To
Top Replied-To in Entire Graph:
@mia7jane

Top Replied-To in G2:
@mia7jane

Top Mentioned
Top Mentioned in Entire Graph:
@acsgci
@djc_constable
@drsimonf
@alex_j_omalley
@icheme
@uniofbath
@uniofbathsci
@canale_vittorio
@isc3centre
@dechema

Top Mentioned in G1:
@drsimonf
@alex_j_omalley
@icheme
@uniofbath
@uniofbathsci
@csctbath
@bat
@bathchem

Top Mentioned in G2:
@acsgci
@djc_constable
@viridischem
@mia7jane
@isc3centre
@natjoneil
@biohavenpharma

Top Mentioned in G3:
@dechema
@giz_gmbh
@isc3centre
@berytech
@bmbf_bund
@leuphana_uni

Top Mentioned in G4:
@canale_vittorio
@pawel_zajdel
@matylda06236102
@fredlamaty
@xavierbantreil

Top Mentioned in G5:
@swisschemistry
@suschem_mdpi
@sus_mdpi
@susenviron_mdpi

Top Mentioned in G6:
@fraunhoferimm

Top Mentioned in G7:
@gaurabc

Top Tweeters
Top Tweeters in Entire Graph:
@sustaintrends
@ennomnom
@uniofbath
@icheme
@bmbf_bund
@berytech
@giz_gmbh
@acsgci
@molecules_mdpi
@fredlamaty

Top Tweeters in G1:
@uniofbath
@icheme
@uniofbathsci
@csctbath
@ukcatalysishub
@bathchem
@bat
@alex_j_omalley
@drsimonf
@omalley_group

Top Tweeters in G2:
@acsgci
@beyondbenign
@contentplace
@acssustainable
@natjoneil
@mia7jane
@viridischem
@biohavenpharma
@djc_constable
@rukaiyamrs

Top Tweeters in G3:
@sustaintrends
@ennomnom
@bmbf_bund
@berytech
@giz_gmbh
@dechema
@isc3centre
@leuphana_uni

Top Tweeters in G4:
@molecules_mdpi
@fredlamaty
@xavierbantreil
@pawel_zajdel
@canale_vittorio
@matylda06236102

Top Tweeters in G5:
@sus_mdpi
@swisschemistry
@susenviron_mdpi
@suschem_mdpi

Top Tweeters in G6:
@chem_flow
@fraunhoferimm
@incite_eu

Top Tweeters in G7:
@gaurabc
@danhaas

Top Tweeters in G8:
@phoseon


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