#sustainablechemistry, Twitter, 6/22/2021 1:53:37 AM, 257426


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#sustainablechemistry_2021-06-21_18-50-48.xlsx
#sustainablechemistry_2021-06-21_18-50-48.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 22, 2021
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3xDZg7P
@acsgci
@amarazacharias
@beyondbenign
@djc_constable
@natjoneil
@mia7jane
@viridischem
@isc3centre
@fraunhoferimm
@suschem_mdpi

Top hashtags:
#gcande
#sustainablechemistry
#greenchemistry
#flowchemistry

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, 22 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 9-day, 23-hour, 45-minute period from Wednesday, 09 June 2021 at 15:41 UTC to Saturday, 19 June 2021 at 15:27 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 : 27
Edges With Duplicates : 96
Total Edges : 123
Number of Edge Types : 5
Retweet : 35
MentionsInRetweet : 50
Mentions : 29
Replies to : 1
Tweet : 8
Self-Loops : 10
Reciprocated Vertex Pair Ratio : 0.125
Reciprocated Edge Ratio : 0.222222222222222
Connected Components : 5
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 21
Maximum Edges in a Connected Component : 102
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.267748
Graph Density : 0.0453781512605042
Modularity : 0.321039
NodeXL Version : 1.0.1.445
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, 22 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 9-day, 23-hour, 45-minute period from Wednesday, 09 June 2021 at 15:41 UTC to Saturday, 19 June 2021 at 15:27 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://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
[1] https://www.imm.fraunhofer.de/en/events/achema-pulse-2021.html
[1] https://www.isc3.org/en/event.html

Top URLs in Tweet in G1:
[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 G2:
[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 G3:
[1] https://www.gcande.org/register/?cid=sc_gci_twit_2_17_21

Top URLs in Tweet in G4:
[1] https://fm21.scg.ch/

Top URLs in Tweet in G5:
[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 G6:
[1] https://www.isc3.org/en/event.html
[1] https://jobs.giz.de/index.php?ac=jobad&id=55629
[1] https://twitter.com/isc3centre/status/1395661020463603712

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

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

Top Domains in Tweet in G1:
[2] youtube.com
[1] viridischem.com
[1] zoom.us
[1] gcande.org

Top Domains in Tweet in G2:
[2] digitellinc.com

Top Domains in Tweet in G3:
[1] gcande.org

Top Domains in Tweet in G4:
[1] scg.ch

Top Domains in Tweet in G5:
[1] achema.de
[1] fraunhofer.de

Top Domains in Tweet in G6:
[1] isc3.org
[1] giz.de
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] gcande
[27] sustainablechemistry
[24] greenchemistry
[6] flowchemistry
[6] sustainable
[3] greenchemsitry
[2] scientists
[2] achemapulse
[2] fraunhofer
[2] achema



Top Hashtags in Tweet in G1:
[23] gcande
[18] greenchemistry
[16] sustainablechemistry
[3] greenchemsitry
[2] scientists
[1] video

Top Hashtags in Tweet in G2:
[11] gcande
[4] greenchemistry
[3] sustainablechemistry
[1] chemtwitter

Top Hashtags in Tweet in G3:
[1] gbcm
[1] gcande
[1] greenchemistry
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[1] sustainablechemistry
[1] sustainability

Top Hashtags in Tweet in G5:
[6] flowchemistry
[6] sustainable
[2] achemapulse
[2] fraunhofer
[2] achema
[2] weknowhow
[2] photochemistry
[2] sustainablechemistry

Top Hashtags in Tweet in G6:
[3] sustainablechemistry
[2] sdgs
[2] intern
[2] communications
[2] application
[1] isc3
[1] changemakers
[1] internationalcooperation
[1] lca
[1] dechema

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
[27] #sustainablechemistry
[25] 25th
[25] annual
[24] #greenchemistry
[20] great
[19] acsgci
[18] join
[15] technical
[15] sessions

Top Words in Tweet in G1:
[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 G2:
[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 G3:
[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 G4:
[2] 2021

Top Words in Tweet in G5:
[6] #flowchemistry
[6] #sustainable
[6] chemical
[6] pharmaceutical
[6] production
[4] fraunhoferimm
[4] miss
[4] presentation
[4] exhibit
[3] 15

Top Words in Tweet in G6:
[3] #sustainablechemistry
[3] looking
[3] ideas
[2] sustainable
[2] chemistry
[2] june
[2] 2021
[2] #sdgs
[2] hiring
[2] #intern

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

Top Word Pairs in Tweet in G2:
[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 G3:
[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 G5:
[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 Word Pairs in Tweet in G6:
[2] sustainable,chemistry
[2] hiring,looking
[2] looking,#intern
[2] #intern,support
[2] support,#communications
[2] #communications,team
[2] team,#application
[2] #application,link
[2] link,very
[2] very,much

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

Top Replied-To in G1:
@mia7jane

Top Mentioned
Top Mentioned in Entire Graph:
@acsgci
@djc_constable
@natjoneil
@mwentzel
@davidalaviska
@beyondbenign
@fraunhoferimm
@viridischem
@amarazacharias
@milliporesigma

Top Mentioned in G1:
@acsgci
@djc_constable
@viridischem
@biohavenpharma

Top Mentioned in G2:
@natjoneil
@mwentzel
@davidalaviska
@beyondbenign
@milliporesigma
@acsgci
@djc_constable

Top Mentioned in G3:
@amarazacharias
@acsgci
@arnaudvoituriez
@lecnam

Top Mentioned in G4:
@swisschemistry
@suschem_mdpi
@sus_mdpi
@susenviron_mdpi

Top Mentioned in G5:
@fraunhoferimm

Top Mentioned in G6:
@isc3centre
@scitech

Top Mentioned in G7:
@gaurabc

Top Tweeters
Top Tweeters in Entire Graph:
@kedisnd
@lecnam
@acsgci
@davidalaviska
@michmuzz
@beyondbenign
@milliporesigma
@sus_mdpi
@contentplace
@suscoote

Top Tweeters in G1:
@acsgci
@michmuzz
@contentplace
@acssustainable
@viridischem
@biohavenpharma
@djc_constable
@rukaiyamrs

Top Tweeters in G2:
@davidalaviska
@beyondbenign
@milliporesigma
@mwentzel
@kovacs_dalila
@natjoneil
@mia7jane
@greenchemed

Top Tweeters in G3:
@lecnam
@suscoote
@schroederraoni
@arnaudvoituriez
@amarazacharias

Top Tweeters in G4:
@sus_mdpi
@swisschemistry
@susenviron_mdpi
@suschem_mdpi

Top Tweeters in G5:
@kedisnd
@chem_flow
@fraunhoferimm
@incite_eu

Top Tweeters in G6:
@clustermarket
@isc3centre
@annadesperada
@scitech

Top Tweeters in G7:
@gaurabc
@danhaas


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