#sustainablechemistry, Twitter, 6/23/2021 11:08:14 AM, 257537


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#sustainablechemistry_2021-06-22_18-50-49.xlsx
#sustainablechemistry_2021-06-22_18-50-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/2SYNAxN
@acsgci
@isc3centre
@amarazacharias
@beyondbenign
@djc_constable
@natjoneil
@mia7jane
@viridischem
@suschem_mdpi
@fraunhoferimm

Top hashtags:
#gcande
#sustainablechemistry
#greenchemistry
#flowchemistry

Description:
Description
The graph represents a network of 41 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, 23 June 2021 at 01:50 UTC.

The requested start date was Tuesday, 22 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 11-day, 23-hour, 41-minute period from Wednesday, 09 June 2021 at 15:41 UTC to Monday, 21 June 2021 at 15:23 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 : 41
Unique Edges : 31
Edges With Duplicates : 102
Total Edges : 133
Number of Edge Types : 5
Mentions : 33
Retweet : 38
MentionsInRetweet : 53
Replies to : 1
Tweet : 8
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.109090909090909
Reciprocated Edge Ratio : 0.19672131147541
Connected Components : 4
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 119
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.708124
Graph Density : 0.0371951219512195
Modularity : 0.339392
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 41 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, 23 June 2021 at 01:50 UTC.

The requested start date was Tuesday, 22 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 11-day, 23-hour, 41-minute period from Wednesday, 09 June 2021 at 15:41 UTC to Monday, 21 June 2021 at 15:23 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://www.youtube.com/playlist?list=PLjrRq82oPDlMJbRNGrRuuIHlpqKICU_NM

[2] https://gcande.digitellinc.com/gcande/live/7/page/47/1?eventSearchInput=&eventSearchDate=2021-06-14&eventSearchTrack=129&eventSearchTag=0
[1] https://twitter.com/isc3centre/status/1399436572408356878
[1] https://www.isc3.org/en/event.html
[1] https://www.linkedin.com/slink?code=gDtnMBs
[1] https://fm21.scg.ch/
[1] https://app.viridischem.com/registration.html
[1] https://us02web.zoom.us/webinar/register/WN_nPqfMMWxQ-OSUckVv9hD6w
[1] https://www.gcande.org/
[1] https://www.achema.de/en/the-achema/congress-programme/schedule?lectureId=qTV0RCfKYn2sXJynhvQz

Top URLs in Tweet in G1:
[1] https://twitter.com/isc3centre/status/1399436572408356878
[1] https://twitter.com/isc3centre/status/1395661020463603712
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] https://www.isc3.org/en/event.html

Top URLs in Tweet in G2:
[2] https://www.youtube.com/playlist?list=PLjrRq82oPDlMJbRNGrRuuIHlpqKICU_NM

[1] https://app.viridischem.com/registration.html
[1] https://us02web.zoom.us/webinar/register/WN_nPqfMMWxQ-OSUckVv9hD6w
[1] https://www.gcande.org/

Top URLs in Tweet in G3:
[2] https://gcande.digitellinc.com/gcande/live/7/page/47/1?eventSearchInput=&eventSearchDate=2021-06-14&eventSearchTrack=129&eventSearchTag=0

Top URLs in Tweet in G4:
[1] https://www.gcande.org/register/?cid=sc_gci_twit_2_17_21

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

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

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

Top Domains
Top Domains in Tweet in Entire Graph:
[2] twitter.com
[2] youtube.com
[2] digitellinc.com
[2] gcande.org
[1] isc3.org
[1] linkedin.com
[1] scg.ch
[1] viridischem.com
[1] zoom.us
[1] achema.de

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

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

Top Domains in Tweet in G3:
[2] digitellinc.com

Top Domains in Tweet in G4:
[1] gcande.org

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] gcande
[28] sustainablechemistry
[24] greenchemistry
[6] flowchemistry
[6] sustainable
[5] intern
[5] communications
[5] application
[3] greenchemsitry
[2] sdgs



Top Hashtags in Tweet in G1:
[4] sustainablechemistry
[4] intern
[4] communications
[4] application
[2] sdgs
[1] kopernikusprojekte
[1] p2x
[1] ptx
[1] greatteam
[1] applynow

Top Hashtags in Tweet in G2:
[23] gcande
[18] greenchemistry
[16] sustainablechemistry
[3] greenchemsitry
[2] scientists
[1] video
[1] intern
[1] communications
[1] application

Top Hashtags in Tweet in G3:
[11] gcande
[4] greenchemistry
[3] sustainablechemistry
[1] chemtwitter

Top Hashtags in Tweet in G4:
[1] gbcm
[1] gcande
[1] greenchemistry
[1] sustainablechemistry

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

Top Hashtags in Tweet in G6:
[6] flowchemistry
[6] sustainable
[2] achemapulse
[2] fraunhofer
[2] achema
[2] weknowhow
[2] photochemistry
[2] sustainablechemistry

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

Top Words
Top Words in Tweet in Entire Graph:
[35] #gcande
[28] #sustainablechemistry
[25] 25th
[25] annual
[24] #greenchemistry
[20] great
[19] acsgci
[18] join
[15] technical
[15] sessions

Top Words in Tweet in G1:
[5] very
[5] looking
[4] #sustainablechemistry
[4] hiring
[4] #intern
[4] support
[4] #communications
[4] team
[4] #application
[4] link

Top Words in Tweet in G2:
[24] 25th
[24] annual
[23] #gcande
[18] #greenchemistry
[16] great
[16] #sustainablechemistry
[16] acsgci
[14] join
[14] technical
[12] djc_constable

Top Words in Tweet in G3:
[11] #gcande
[8] natjoneil
[8] rapidfire
[8] learn
[8] innovations
[8] initiatives
[7] mwentzel
[7] davidalaviska
[6] beyondbenign
[6] find

Top Words in Tweet in G4:
[4] really
[4] excited
[4] great
[4] opportunity
[4] speak
[4] opening
[4] gc
[4] conference
[4] friday
[4] talented

Top Words in Tweet in G5:
[2] 2021

Top Words in Tweet in G6:
[6] #flowchemistry
[6] #sustainable
[6] chemical
[6] pharmaceutical
[6] production
[4] fraunhoferimm
[4] miss
[4] presentation
[4] exhibit
[3] 15

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[25] 25th,annual
[22] annual,#gcande
[15] #greenchemistry,#sustainablechemistry
[10] registrants,25th
[8] hope,join
[8] learn,innovations
[8] innovations,initiatives
[8] #gcande,great
[8] technical,sessions
[7] natjoneil,mwentzel

Top Word Pairs in Tweet in G1:
[4] hiring,looking
[4] looking,#intern
[4] #intern,support
[4] support,#communications
[4] #communications,team
[4] team,#application
[4] #application,link
[4] link,very
[4] very,much
[3] isc3centre,hiring

Top Word Pairs in Tweet in G2:
[24] 25th,annual
[21] annual,#gcande
[13] #greenchemistry,#sustainablechemistry
[9] registrants,25th
[8] #gcande,great
[8] technical,sessions
[7] hope,join
[7] green,chemistry
[7] chemistry,engineering
[7] engineering,conference

Top Word Pairs in Tweet in G3:
[8] learn,innovations
[8] innovations,initiatives
[7] natjoneil,mwentzel
[7] mwentzel,davidalaviska
[6] find,natjoneil
[6] davidalaviska,#gcande
[6] #gcande,rapidfire
[6] rapidfire,sessions
[6] sessions,learn
[5] beyondbenign,find

Top Word Pairs in Tweet in G4:
[4] really,excited
[4] excited,great
[4] great,opportunity
[4] opportunity,speak
[4] speak,opening
[4] opening,gc
[4] gc,conference
[4] conference,friday
[4] friday,talented
[3] amarazacharias,really

Top Word Pairs in Tweet in G6:
[6] #flowchemistry,#sustainable
[6] #sustainable,chemical
[6] chemical,pharmaceutical
[6] pharmaceutical,production
[4] miss,presentation
[4] presentation,exhibit
[4] exhibit,#flowchemistry
[3] production,processes
[3] fraunhoferimm,miss
[3] production,proce

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
@natjoneil
@mwentzel
@davidalaviska
@beyondbenign
@isc3centre
@fraunhoferimm
@viridischem
@amarazacharias

Top Mentioned in G1:
@isc3centre
@bmbf_bund
@dechema
@giz_gmbh
@leuphana_uni
@scitech

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

Top Mentioned in G3:
@natjoneil
@mwentzel
@davidalaviska
@beyondbenign
@milliporesigma
@acsgci
@djc_constable

Top Mentioned in G4:
@amarazacharias
@acsgci
@arnaudvoituriez
@lecnam

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
@kedisnd
@bmbf_bund
@giz_gmbh
@lecnam
@acsgci
@davidalaviska
@michmuzz
@beyondbenign

Top Tweeters in G1:
@sustaintrends
@ennomnom
@bmbf_bund
@giz_gmbh
@dechema
@clustermarket
@isc3centre
@annadesperada
@leuphana_uni
@scitech

Top Tweeters in G2:
@acsgci
@michmuzz
@contentplace
@acssustainable
@viridischem
@biohavenpharma
@djc_constable
@rukaiyamrs

Top Tweeters in G3:
@davidalaviska
@beyondbenign
@milliporesigma
@mwentzel
@kovacs_dalila
@natjoneil
@mia7jane
@greenchemed

Top Tweeters in G4:
@lecnam
@suscoote
@schroederraoni
@arnaudvoituriez
@amarazacharias

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

Top Tweeters in G6:
@kedisnd
@chem_flow
@fraunhoferimm
@incite_eu

Top Tweeters in G7:
@gaurabc
@danhaas


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