#sustainablechemistry, Twitter, 9/6/2022 2:32:30 AM, 281387


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#sustainablechemistry_2022-09-05_19-30-00.xlsx
#sustainablechemistry_2022-09-05_19-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3QifzjU
@isc3centre
@this0499154500
@tandfphysci
@the_gc3
@amerchemsociety
@gagliardi8
@kavlifoundation
@achemaworldwide
@eth_dchab
@ggkp_industry

Top hashtags:
#sustainablechemistry
#achema22
#chemistry
#acsfall2022

Description:
Description
The graph represents a network of 52 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, 06 September 2022 at 02:30 UTC.

The requested start date was Tuesday, 06 September 2022 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 10-day, 20-hour, 39-minute period from Tuesday, 23 August 2022 at 09:56 UTC to Saturday, 03 September 2022 at 06:36 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 : 52
Unique Edges : 45
Edges With Duplicates : 74
Total Edges : 119
Number of Edge Types : 5
Retweet : 26
MentionsInRetweet : 44
Tweet : 11
Mentions : 37
Replies to : 1
Self-Loops : 11
Reciprocated Vertex Pair Ratio : 0.0597014925373134
Reciprocated Edge Ratio : 0.112676056338028
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 36
Maximum Edges in a Connected Component : 97
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.71179
Graph Density : 0.0267722473604827
Modularity : 0.459166
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 52 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, 06 September 2022 at 02:30 UTC.

The requested start date was Tuesday, 06 September 2022 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 10-day, 20-hour, 39-minute period from Tuesday, 23 August 2022 at 09:56 UTC to Saturday, 03 September 2022 at 06:36 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://acs.digitellinc.com/acs/live/28/page/905/1?eventSearchInput=Kavli&eventSearchDateTimeStart=&eventSearchDateTimeEnd=
[1] https://greengrowthknowledge.org/ZSW
[1] https://us06web.zoom.us/meeting/register/tZwkdO6qqjwiGdx1hvW8_H5aF4t8zhlBKzja
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers
[1] https://magnusconferences.com/green-chemistry/submit-abstract
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280981
[1] https://chab.ethz.ch/en/news-and-events/d-chab-news/2021/04/the-swiss-heart-of-sustainable-chemistry.html
[1] https://bit.ly/3pXYp0v
[1] https://bit.ly/3vTRaum
[1] https://www.isc3.org/page/start-up-natupla

Top URLs in Tweet in G1:
[1] https://isc3.org/
[1] https://www.linkedin.com/feed/update/urn:li:activity:6968199368403210241
[1] https://www.isc3.org/.../sustainable-chemistry-renewable
[1] https://www.isc3.org/page/start-up-natupla
[1] https://www.isc3.org/page/news/finalists-of-the-third-isc3-innovation-challenge-selected-ready-set-here-are-the-changemakers

Top URLs in Tweet in G2:
[2] https://acs.digitellinc.com/acs/live/28/page/905/1?eventSearchInput=Kavli&eventSearchDateTimeStart=&eventSearchDateTimeEnd=

Top URLs in Tweet in G3:
[1] https://greengrowthknowledge.org/ZSW

Top URLs in Tweet in G4:
[1] https://chab.ethz.ch/en/news-and-events/d-chab-news/2021/04/the-swiss-heart-of-sustainable-chemistry.html

Top URLs in Tweet in G5:
[1] https://bit.ly/3pXYp0v
[1] https://bit.ly/3vTRaum

Top URLs in Tweet in G6:
[1] https://us06web.zoom.us/meeting/register/tZwkdO6qqjwiGdx1hvW8_H5aF4t8zhlBKzja

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=280981

Top URLs in Tweet in G8:
[1] https://magnusconferences.com/green-chemistry/submit-abstract

Top Domains
Top Domains in Tweet in Entire Graph:
[4] isc3.org
[2] bit.ly
[2] digitellinc.com
[1] greengrowthknowledge.org
[1] zoom.us
[1] magnusconferences.com
[1] nodexlgraphgallery.org
[1] ethz.ch
[1] linkedin.com

Top Domains in Tweet in G1:
[4] isc3.org
[1] linkedin.com

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

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

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

Top Domains in Tweet in G5:
[2] bit.ly

Top Domains in Tweet in G6:
[1] zoom.us

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] sustainablechemistry
[8] achema22
[8] chemistry
[8] acsfall2022
[7] greenchemistry
[5] innovation
[4] chemicals
[4] pollution
[4] publichealth
[4] isc3



Top Hashtags in Tweet in G1:
[13] sustainablechemistry
[6] achema22
[5] innovation
[4] isc3
[3] startup
[3] startups
[2] sdgs
[2] giveaways
[2] waste
[1] sustainableinnovation

Top Hashtags in Tweet in G2:
[7] acsfall2022
[6] chemistry
[4] sustainablechemistry
[3] greenchemistry
[2] science

Top Hashtags in Tweet in G3:
[4] chemicals
[4] pollution
[4] publichealth
[1] sustainablechemistry

Top Hashtags in Tweet in G4:
[2] nccrcatalysis
[1] sustainablechemistry
[1] together

Top Hashtags in Tweet in G5:
[3] sustainablechemistry
[3] greenchemistry

Top Hashtags in Tweet in G6:
[1] webinar
[1] sustainablechemistry
[1] roadmaptozero

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[2] achema22
[1] acsfall2022
[1] chemistry

Top Hashtags in Tweet in G8:
[2] greenchemistry2023
[1] sustainablechemistry

Top Hashtags in Tweet in G9:
[2] sustainability
[2] sustainablechemistry
[1] circulareconomy
[1] chemistry
[1] greenchemistry
[1] climatetech
[1] chemicalengineer
[1] hydrogenindustry
[1] realtimechem

Top Words
Top Words in Tweet in Entire Graph:
[28] #sustainablechemistry
[21] chemistry
[14] join
[13] sustainable
[10] 2022
[10] innovations
[9] meet
[9] isc3centre
[9] webinar
[9] gagliardi8

Top Words in Tweet in G1:
[13] #sustainablechemistry
[8] 2022
[8] meet
[7] achemaworldwide
[7] booth
[6] isc3centre
[6] #achema22
[6] isc3
[6] hall
[5] 10

Top Words in Tweet in G2:
[9] innovations
[9] lecture
[8] gagliardi8
[7] chemistry
[7] #acsfall2022
[6] #chemistry
[6] join
[6] kavlifoundation
[5] fred
[5] kavli

Top Words in Tweet in G3:
[4] know
[4] more
[4] done
[4] global
[4] #chemicals
[4] action
[4] curb
[4] #pollution
[4] safeguard
[4] #publichealth

Top Words in Tweet in G4:
[4] center
[2] town
[2] #nccrcatalysis
[2] eth_en
[2] 1st
[2] kind
[2] world
[2] influence
[2] everyday
[2] life

Top Words in Tweet in G5:
[12] chemistry
[6] sustainable
[6] green
[5] tandfphysci
[5] top
[5] latest
[5] field
[5] advancements
[5] journal
[4] announcements

Top Words in Tweet in G6:
[8] webinar
[4] the_gc3
[4] gc3
[4] series
[4] tune
[4] next
[4] thursday
[4] 12
[4] pm
[4] another

Top Words in Tweet in G7:
[2] #sustainablechemistry
[2] isc3centre
[2] #achema22

Top Words in Tweet in G8:
[3] research
[2] participation
[2] one
[2] best
[2] methods
[2] cultivate
[2] ideas
[2] join
[2] share
[2] aspiring

Top Words in Tweet in G9:
[2] #sustainability
[2] #sustainablechemistry

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] green,chemistry
[5] hall,booth
[5] booth,b73
[5] top,latest
[5] chemistry,field
[5] field,advancements
[5] sustainable,chemistry
[5] fred,kavli
[5] kavli,innovations
[5] innovations,chemistry

Top Word Pairs in Tweet in G1:
[5] hall,booth
[5] booth,b73
[4] achemaworldwide,2022
[4] 2022,meet
[3] upcatalyst1,natupla
[3] natupla,getting
[3] getting,ready
[3] ready,isc3
[3] isc3,friends
[3] friends,pitch

Top Word Pairs in Tweet in G2:
[5] fred,kavli
[5] kavli,innovations
[5] innovations,chemistry
[5] chemistry,lecture
[4] innovations,#chemistry
[4] #chemistry,lecture
[4] tomorrow,aug
[4] aug,23
[4] 23,hear
[4] hear,gagliardi8

Top Word Pairs in Tweet in G3:
[4] know,more
[4] more,done
[4] done,global
[4] global,#chemicals
[4] #chemicals,action
[4] action,curb
[4] curb,#pollution
[4] #pollution,safeguard
[4] safeguard,#publichealth
[4] #publichealth,join

Top Word Pairs in Tweet in G4:
[2] center,town
[2] town,#nccrcatalysis
[2] #nccrcatalysis,eth_en
[2] eth_en,1st
[2] 1st,center
[2] center,kind
[2] kind,world
[2] world,influence
[2] influence,everyday
[2] everyday,life

Top Word Pairs in Tweet in G5:
[6] green,chemistry
[5] top,latest
[5] chemistry,field
[5] field,advancements
[4] announcements,come
[3] proud,shine
[3] shine,spotlight
[3] spotlight,13
[3] 13,sustainable
[3] sustainable,green

Top Word Pairs in Tweet in G6:
[4] gc3,webinar
[4] webinar,series
[4] series,tune
[4] tune,next
[4] next,thursday
[4] thursday,12
[4] 12,pm
[4] pm,another
[4] another,thegc3
[4] thegc3,webinar

Top Word Pairs in Tweet in G8:
[2] participation,one
[2] one,best
[2] best,methods
[2] methods,cultivate
[2] cultivate,ideas
[2] ideas,join
[2] join,share
[2] share,aspiring
[2] aspiring,research
[2] research,work

Top Replied-To
Top Replied-To in Entire Graph:
@upcatalyst1

Top Replied-To in G1:
@upcatalyst1

Top Mentioned
Top Mentioned in Entire Graph:
@isc3centre
@gagliardi8
@achemaworldwide
@kavlifoundation
@tandfphysci
@amerchemsociety
@the_gc3
@thegc3
@ggkp_industry
@u

Top Mentioned in G1:
@achemaworldwide
@isc3centre
@dechema
@upcatalyst1
@the_gc3
@leuphana
@giz_gmbh
@bmuv
@umweltbundesamt
@dehubchemhealth

Top Mentioned in G2:
@gagliardi8
@kavlifoundation
@amerchemsociety

Top Mentioned in G3:
@ggkp_industry
@u
@unep

Top Mentioned in G4:
@eth_en
@eth_dchab
@catalysis_eth
@epfl_en
@uzh_en

Top Mentioned in G5:
@tandfphysci

Top Mentioned in G6:
@the_gc3
@thegc3
@isc3centre

Top Mentioned in G7:
@isc3centre
@amerchemsociety
@kavlifoundation
@gagliardi8
@tandfphysci
@castagnologroup
@arccbbc
@achemaworldwide
@maxmenche
@jungchemiker

Top Mentioned in G8:
@greenchemevent

Top Tweeters
Top Tweeters in Entire Graph:
@codewithtwitchi
@mjganaydemir2
@janhacker9
@eventcentralme
@vijaych37385224
@unep
@amerchemsociety
@this0499154500
@boopal888pmk
@bmuv

Top Tweeters in G1:
@codewithtwitchi
@bmuv
@giz_gmbh
@umweltbundesamt
@dechema
@leuphana
@achemaworldwide
@bl_chemelot
@melvinmwambu
@isc3centre

Top Tweeters in G2:
@amerchemsociety
@kavlifoundation
@bessvlai
@cbasmtsu
@uchicagopme
@gagliardi8
@ythinkingout

Top Tweeters in G3:
@unep
@drmichellebloor
@michaelgbertram
@u
@setac_branch_uk
@ggkp_industry

Top Tweeters in G4:
@janhacker9
@epfl_en
@eth_en
@uzh_en
@catalysis_eth
@eth_dchab

Top Tweeters in G5:
@mjganaydemir2
@vijaych37385224
@boopal888pmk
@dilipdamordamo1
@tandfphysci

Top Tweeters in G6:
@juliana_lvidal
@the_gc3
@annazhenova
@greenrosechem
@thegc3

Top Tweeters in G7:
@this0499154500
@jungchemiker
@maxmenche
@arccbbc
@castagnologroup

Top Tweeters in G8:
@eventcentralme
@greenchemevent

Top Tweeters in G9:
@asynt
@goldenugget13