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#sustainablechemistry_2022-05-30_19-30-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 31, 2022
Short Description:
#sustainablechemistry via NodeXL https://bit.ly/3ac2OrL
@this0499154500
@isc3centre
@tandfphysci
@suncochem_eu
@polskachemia
@vitobelgium
@basf_pl
@hiringcare
@bmuv
@avantium

Top hashtags:
#sustainablechemistry
#startups
#pitch
#vito4starters
#summerschool

Description:
Description
The graph represents a network of 32 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, 31 May 2022 at 02:30 UTC.

The requested start date was Tuesday, 31 May 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, 27-minute period from Tuesday, 17 May 2022 at 12:32 UTC to Saturday, 28 May 2022 at 09:00 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 : 32
Unique Edges : 21
Edges With Duplicates : 31
Total Edges : 52
Number of Edge Types : 4
Mentions : 28
Tweet : 6
Retweet : 9
MentionsInRetweet : 9
Self-Loops : 6
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 6
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 22
Maximum Edges in a Connected Component : 41
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.454902
Graph Density : 0.0292338709677419
Modularity : 0.484837
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 32 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, 31 May 2022 at 02:30 UTC.

The requested start date was Tuesday, 31 May 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, 27-minute period from Tuesday, 17 May 2022 at 12:32 UTC to Saturday, 28 May 2022 at 09:00 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://twitter.com/isc3centre/status/1517033871396769792
[1] http://kongrespolskachemia.pl/
[1] https://twitter.com/MI_Valls/status/1529840935798022145
[1] https://www.leuphana.de/.../summe.../summer-school-2022.html
[1] https://www.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html
[1] https://twitter.com/isc3centre/status/1518593352354177026
[1] https://www.youtube.com/watch?v=zRC_4-fGDW0&feature=youtu.be

[1] https://ecrn.net/we-are-hiring-junior-communication-project-officer/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276951
[1] https://suncochem.eu/

Top URLs in Tweet in G1:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276951
[1] https://suncochem.eu/
[1] https://vito.be/en/vito4starters

Top URLs in Tweet in G2:
[2] https://twitter.com/isc3centre/status/1517033871396769792
[1] https://www.leuphana.de/.../summe.../summer-school-2022.html
[1] https://twitter.com/isc3centre/status/1518593352354177026
[1] https://www.leuphana.de/en/institutes/insc/summer-school-sustainable-chemistry/summer-school-2022.html

Top URLs in Tweet in G3:
[1] https://bit.ly/3pXYp0v

Top URLs in Tweet in G4:
[1] http://kongrespolskachemia.pl/

Top URLs in Tweet in G5:
[1] https://ecrn.net/we-are-hiring-junior-communication-project-officer/

Top URLs in Tweet in G6:
[1] https://twitter.com/pschwllr/status/1528663849603411970

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=zRC_4-fGDW0&feature=youtu.be

[1] https://twitter.com/MI_Valls/status/1529840935798022145

Top Domains
Top Domains in Tweet in Entire Graph:
[5] twitter.com
[2] leuphana.de
[1] kongrespolskachemia.pl
[1] youtube.com
[1] ecrn.net
[1] nodexlgraphgallery.org
[1] suncochem.eu
[1] vito.be
[1] bit.ly

Top Domains in Tweet in G1:
[1] nodexlgraphgallery.org
[1] suncochem.eu
[1] vito.be

Top Domains in Tweet in G2:
[3] twitter.com
[2] leuphana.de

Top Domains in Tweet in G3:
[1] bit.ly

Top Domains in Tweet in G4:
[1] kongrespolskachemia.pl

Top Domains in Tweet in G5:
[1] ecrn.net

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] youtube.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] sustainablechemistry
[5] startups
[4] pitch
[3] vito4starters
[2] summerschool
[2] sustainabledevelopment
[2] hiring
[2] greenchemistry
[2] machinelearning
[1] kongrespolskachemia



Top Hashtags in Tweet in G1:
[4] sustainablechemistry
[4] startups
[4] pitch
[3] vito4starters
[1] greenchemistry
[1] eartoac2022
[1] suncochem
[1] chemicalindustry
[1] support
[1] sustainability

Top Hashtags in Tweet in G2:
[3] sustainablechemistry
[2] summerschool
[2] sustainabledevelopment
[1] education
[1] research
[1] hydrogen
[1] hydrogeneconomy
[1] startups
[1] changemaker
[1] pitchevent

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

Top Hashtags in Tweet in G4:
[1] kongrespolskachemia
[1] biurodssubstancjichemicznych
[1] pipc
[1] css
[1] sustainablechemistry

Top Hashtags in Tweet in G5:
[2] hiring
[1] sustainablechemistry
[1] vacancy
[1] job

Top Hashtags in Tweet in G6:
[2] machinelearning
[1] catalysis
[1] sustainablechemistry

Top Hashtags in Tweet in G7:
[2] sustainablechemistry
[1] fossilfree
[1] sustainablesolutions
[1] molybdenumcluster

Top Words
Top Words in Tweet in Entire Graph:
[13] #sustainablechemistry
[11] sustainable
[7] chemistry
[6] tandfphysci
[6] proud
[6] shine
[6] spotlight
[6] 13
[6] green
[6] journals

Top Words in Tweet in G1:
[4] #sustainablechemistry
[4] #startups
[4] #pitch
[3] vitobelgium
[3] calling
[3] sustainable
[3] register
[3] competition
[3] #vito4starters
[3] win

Top Words in Tweet in G2:
[3] #sustainablechemistry
[3] leuphana
[3] dechema
[3] giz_gmbh
[2] 8th
[2] #summerschool
[2] #sustainabledevelopment
[2] register
[2] umweltbundesamt
[2] bmuv

Top Words in Tweet in G3:
[6] proud
[6] shine
[6] spotlight
[6] 13
[6] sustainable
[6] green
[6] chemistry
[6] journals
[6] together
[6] collaborate

Top Words in Tweet in G5:
[2] ecrn
[2] #hiring
[2] looking
[2] junior
[2] communication
[2] project
[2] officer
[2] apply
[2] 19
[2] june

Top Words in Tweet in G6:
[3] schwallergroup
[2] please
[2] apply
[2] join
[2] team
[2] love
[2] host
[2] master
[2] thesis
[2] #machinelearning

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

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6] proud,shine
[6] shine,spotlight
[6] spotlight,13
[6] 13,sustainable
[6] sustainable,green
[6] green,chemistry
[6] chemistry,journals
[6] journals,together
[6] together,collaborate
[6] collaborate,build

Top Word Pairs in Tweet in G1:
[3] calling,sustainable
[3] sustainable,#startups
[3] #startups,register
[3] register,#pitch
[3] #pitch,competition
[3] competition,#vito4starters
[3] #vito4starters,win
[3] win,20k
[3] 20k,eur
[2] vitobelgium,calling

Top Word Pairs in Tweet in G2:
[3] dechema,giz_gmbh
[2] 8th,#summerschool
[2] #summerschool,#sustainablechemistry
[2] #sustainablechemistry,#sustainabledevelopment

Top Word Pairs in Tweet in G3:
[6] proud,shine
[6] shine,spotlight
[6] spotlight,13
[6] 13,sustainable
[6] sustainable,green
[6] green,chemistry
[6] chemistry,journals
[6] journals,together
[6] together,collaborate
[6] collaborate,build

Top Word Pairs in Tweet in G5:
[2] ecrn,#hiring
[2] #hiring,looking
[2] looking,junior
[2] junior,communication
[2] communication,project
[2] project,officer
[2] officer,apply
[2] apply,19
[2] 19,june
[2] june,more

Top Word Pairs in Tweet in G6:
[2] please,apply
[2] apply,join
[2] join,schwallergroup
[2] schwallergroup,team
[2] team,love
[2] love,host
[2] host,master
[2] master,thesis
[2] thesis,#machinelearning

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tandfphysci
@leuphana
@dechema
@giz_gmbh
@vitobelgium
@umweltbundesamt
@bmuv
@roviramiquel
@schwallergroup
@basf_pl

Top Mentioned in G1:
@vitobelgium
@roviramiquel
@isc3centre
@this0499154500
@suncochem_eu
@tandfphysci
@pantonline
@giz_india
@socialdesigncr1
@waterclimatehub

Top Mentioned in G2:
@leuphana
@dechema
@giz_gmbh
@umweltbundesamt
@bmuv
@achemaworldwide

Top Mentioned in G3:
@tandfphysci

Top Mentioned in G4:
@basf_pl
@grupaazoty_zak
@cefic

Top Mentioned in G5:
@ecrnnetwork

Top Mentioned in G6:
@schwallergroup

Top Tweeters
Top Tweeters in Entire Graph:
@hiringcare
@socialdesigncr1
@chiragk40644017
@yusufiaf
@_roossingh
@this0499154500
@bmuv
@eurecat_news
@giz_gmbh
@sandeeppatelkh

Top Tweeters in G1:
@socialdesigncr1
@this0499154500
@eurecat_news
@pantonline
@vitobelgium
@giz_india
@roviramiquel
@suncochem_eu
@waterclimatehub

Top Tweeters in G2:
@bmuv
@giz_gmbh
@umweltbundesamt
@dechema
@leuphana
@achemaworldwide
@isc3centre

Top Tweeters in G3:
@chiragk40644017
@yusufiaf
@_roossingh
@sandeeppatelkh
@gagan_dhillon04
@tandfphysci

Top Tweeters in G4:
@cefic
@polskachemia
@grupaazoty_zak
@basf_pl

Top Tweeters in G5:
@hiringcare
@ecrnnetwork

Top Tweeters in G6:
@helvchimacta
@schwallergroup

Top Tweeters in G7:
@eleneision93
@avantium