Meltwater, Twitter, 11/25/2023 8:40:54 PM, 293988


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Meltwater Twitter NodeXL SNA Map and Report for Saturday, 25 November 2023 at 19:52 UTC
Meltwater Twitter NodeXL SNA Map and Report for Saturday, 25 November 2023 at 19:52 UTC
From:
marc_smith
Uploaded on:
November 25, 2023
Short Description:
Meltwater via NodeXL https://bit.ly/3QTSTbV
@realandyleeshow
@meltwater
@cymaticwave
@kenneth72712993
@tmallard
@dawntj90
@geraldkutney
@maverickde76412
@peakaustria
@dawnwhistler711

Top hashtags:
#meltwater
#climatecatastrophe
#socialmedia
#globalwarming
#marketing

Description:
Description
The graph represents a network of 1,832 Twitter users whose recent tweets contained "Meltwater", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/31/2022 12:00:00 AM and 11/25/2023 11:52:40 AM. The network was obtained from Twitter on Saturday, 25 November 2023 at 20:38 UTC.

The tweets in the network were tweeted over the 1033-day, 6-hour, 12-minute period from Tuesday, 26 January 2021 at 12:02 UTC to Saturday, 25 November 2023 at 18:14 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 1832
Unique Edges : 1693
Edges With Duplicates : 961
Total Edges : 2654
Number of Edge Types : 9
Replies to : 588
MentionsInReplyTo : 701
Retweet : 365
Tweet : 534
Mentions : 326
MentionsInRetweet : 48
Quote : 55
MentionsInQuoteReply : 10
MentionsInQuote : 27
Self-Loops : 853
Reciprocated Vertex Pair Ratio : 0.016857720836143
Reciprocated Edge Ratio : 0.0331564986737401
Connected Components : 586
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 266
Maximum Edges in a Connected Component : 560
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.011132
Graph Density : 0.000449559860624519
Modularity : 0.6092
NodeXL Version : 1.0.1.526
Data Import : The graph represents a network of 1,832 Twitter users whose recent tweets contained "Meltwater", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/31/2022 12:00:00 AM and 11/25/2023 11:52:40 AM. The network was obtained from Twitter on Saturday, 25 November 2023 at 20:38 UTC.

The tweets in the network were tweeted over the 1033-day, 6-hour, 12-minute period from Tuesday, 26 January 2021 at 12:02 UTC to Saturday, 25 November 2023 at 18:14 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : Meltwater
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:
[20] https://www.nature.com/articles/s41586-023-05762-w
[12] https://bit.ly/3XwUbwk
[10] https://rpujolviven.blogspot.com/2013/01/really-are-temperatures-stopping-its.html
[9] https://rpujolviven.blogspot.com/2017/12/tomorrow-is-now.html
[8] https://www.ecowatch.com/meltwater-arctic-glaciers.html
[4] https://phys.org/news/2023-10-meltwater-beneath-antarctic-glaciers-retreat.html
[4] http://Copy.ai
[4] https://today.ucsd.edu/story/meltwater-flowing-beneath-antarctic-glaciers-may-be-accelerating-their-retreat
[4] https://bit.ly/3DmjfwE
[4] https://bit.ly/3Einryb

Top URLs in Tweet in G1:
[19] https://www.nature.com/articles/s41586-023-05762-w
[10] https://rpujolviven.blogspot.com/2013/01/really-are-temperatures-stopping-its.html
[9] https://rpujolviven.blogspot.com/2017/12/tomorrow-is-now.html
[8] https://www.ecowatch.com/meltwater-arctic-glaciers.html
[4] http://Copy.ai
[3] https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2023JC019890?mi=3gjry7&af=R&ConceptID=103716&content=articlesChapters&sortBy=Earliest&target=default
[3] https://www.washingtonpost.com/climate-environment/2023/09/04/juneau-flood-alaska-glacier-mendenhall/
[2] https://www.inkl.com/a/BWqxNVCGxol
[2] https://traineeshipplaza.nl/traineeship/meltwater/sales-management-traineeship
[2] https://e360.yale.edu/features/himalayas-glaciers-climate-change

Top URLs in Tweet in G2:
[1] https://pm.gc.ca/en/news/news-releases/2020/03/23/canadas-plan-mobilize-science-fight-covid-19
[1] https://www.meltwater.com/en/blog/fake-news-on-social-media
[1] https://www.statcan.gc.ca/en/about/pia/meltwater
[1] https://search.open.canada.ca/en/ct/?sort=contract_date_s%20desc&page=1&search_text=Meltwater#
[1] https://tnc.news/2022/06/30/rcmp-spyware/

Top URLs in Tweet in G3:
[12] https://bit.ly/3XwUbwk
[4] https://bit.ly/3Einryb
[4] https://bit.ly/3DmjfwE
[3] https://bit.ly/3MKYmR4
[2] https://bit.ly/3RaK7bg
[2] https://www.bizcommunity.com/Article/196/40/243319.html
[2] https://www.bizcommunity.com/Article/196/837/241415.html
[2] https://www.bizcommunity.com/Article/196/669/241618.html
[2] https://www.bizcommunity.com/Article/196/15/243418.html
[2] https://www.bizcommunity.com/Article/196/669/243386.html

Top URLs in Tweet in G4:
[1] https://earthobservatory.nasa.gov/images/151891/a-brief-iceberg-island-encounter

Top URLs in Tweet in G5:
[2] https://climate.nasa.gov/vital-signs/sea-level/
[1] https://phys.org/news/2021-01-ocean-temperature-threatens-greenland-ice.html
[1] https://www.youtube.com/watch?v=5bi8sjKgLzE&t=17s

[1] https://today.ucsd.edu/story/meltwater-flowing-beneath-antarctic-glaciers-may-be-accelerating-their-retreat
[1] https://pubmed.ncbi.nlm.nih.gov/12637739/
[1] https://biocycle.atmos.colostate.edu/shiny/Milankovitch/
[1] https://malevus.com/otzi-did-not-die-directly-at-the-site/

Top URLs in Tweet in G6:
[1] https://climate.nasa.gov/vital-signs/ice-sheets/
[1] https://zacklabe.com/arctic-sea-ice-figures/
[1] https://apple.news/A3hzlOA12TYWtch0Q7xXQjQ
[1] https://www.nature.com/articles/s41586-023-05762-w
[1] https://go.nasa.gov/3roLwjX

Top URLs in Tweet in G7:
[1] https://www.kuow.org/stories/rocketing-boulders-dwindling-streams-the-toll-of-washington-s-shriveling-glaciers
[1] https://sofiamip.github.io

Top URLs in Tweet in G8:
[1] https://www.meltwater.com/en/blog/50-metrics-to-measure-your-content-marketing-campaign
[1] https://www.meltwater.com/en/blog/chatgpt-social-media-marketing-life-hacks
[1] https://www.meltwater.com/en/blog/2023-ai-chatbots

Top URLs in Tweet in G10:
[1] http://www.youtube.com/watch?v=34C9YW4QgXk


Top Domains
Top Domains in Tweet in Entire Graph:
[105] bit.ly
[29] meltwater.com
[24] nature.com
[23] dlvr.it
[19] blogspot.com
[15] ow.ly
[14] buff.ly
[11] bizcommunity.com
[11] nasa.gov
[10] co.jp

Top Domains in Tweet in G1:
[22] dlvr.it
[22] nature.com
[19] blogspot.com
[11] bit.ly
[11] ow.ly
[8] ecowatch.com
[7] buff.ly
[5] wiley.com
[5] meltwater.com
[4] ift.tt

Top Domains in Tweet in G2:
[2] gc.ca
[1] meltwater.com
[1] canada.ca
[1] tnc.news

Top Domains in Tweet in G3:
[92] bit.ly
[10] meltwater.com
[10] bizcommunity.com
[6] buff.ly
[3] bitly.ws
[2] surveymonkey.com
[2] google.com
[2] shorturl.at
[2] marketech-apac.com
[1] siecledigital.fr

Top Domains in Tweet in G4:
[1] nasa.gov

Top Domains in Tweet in G5:
[2] nasa.gov
[1] phys.org
[1] youtube.com
[1] ucsd.edu
[1] nih.gov
[1] colostate.edu
[1] malevus.com

Top Domains in Tweet in G6:
[2] nasa.gov
[1] zacklabe.com
[1] apple.news
[1] nature.com

Top Domains in Tweet in G7:
[1] kuow.org
[1] github.io

Top Domains in Tweet in G8:
[3] meltwater.com

Top Domains in Tweet in G10:
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] meltwater
[19] climatecatastrophe
[18] socialmedia
[13] globalwarming
[12] marketing
[11] climatechange
[11] pr
[10] climatechage
[10] climatecollapse
[9] ai



Top Hashtags in Tweet in G1:
[19] climatecatastrophe
[13] globalwarming
[10] climatechage
[10] climatecollapse
[9] meltwater
[9] oceans
[9] climatecrisishypocrisy
[5] climatechange
[5] water
[4] oceanography

Top Hashtags in Tweet in G2:
[1] trudeauhasgottogo
[1] socialcreditsystem

Top Hashtags in Tweet in G3:
[9] socialmedia
[8] marketing
[8] bizpressoffice
[7] pr
[6] meltwater
[5] ai
[5] thankyou
[4] strategy
[3] finance
[3] sociallistening

Top Hashtags in Tweet in G4:
[1] iceberg
[1] clarenceisland
[1] southshetlands
[1] antarctica
[1] gis
[1] spatial
[1] mapping
[1] remotesensing
[1] modis
[1] satellite

Top Hashtags in Tweet in G5:
[1] climate

Top Hashtags in Tweet in G6:
[2] freezeup
[2] seaice
[1] antarctica
[1] greenland
[1] methane
[1] seabed
[1] multiyear
[1] strength
[1] tippingpoint
[1] southernocean

Top Hashtags in Tweet in G7:
[1] sustainwhat
[1] sentinel2
[1] paraglacial
[1] climateemergency
[1] cascading
[1] natural
[1] hazards
[1] fieldwork
[1] phd
[1] ladakh

Top Hashtags in Tweet in G8:
[6] socialmedia
[2] chatgpt
[2] ia
[2] marketing
[1] happythursday
[1] contentmarketing
[1] data
[1] seo
[1] transfonum
[1] happysaturday

Top Hashtags in Tweet in G10:
[1] atlantis
[1] atlantic

Top Words
Top Words in Tweet in Entire Graph:
[1318] meltwater
[284] realandyleeshow
[273] canada
[268] news
[268] company
[263] 2021
[258] fact
[258] called
[256] fun
[256] government

Top Words in Tweet in G1:
[378] meltwater
[85] ice
[70] glaciers
[58] antarctic
[42] ocean
[42] glacial
[40] social
[36] sea
[36] glacier
[34] water

Top Words in Tweet in G2:
[288] meltwater
[284] realandyleeshow
[267] canada
[260] company
[253] government
[253] news
[252] fun
[252] 475
[252] fact
[252] called

Top Words in Tweet in G3:
[134] meltwater
[60] media
[57] social
[30] marketing
[28] 2023
[26] more
[24] insights
[20] top
[19] blog
[19] stay

Top Words in Tweet in G4:
[9] meltwater
[7] michael_d_crow
[6] nxgrs73
[6] noelturner194
[6] bubbasranch
[6] newnormality20
[6] wayneallanh
[6] mikedel21893959
[6] automatrix66_kc
[6] benkoby1911

Top Words in Tweet in G5:
[21] meltwater
[11] sea
[10] ice
[7] glacier
[7] level
[7] years
[7] year
[6] 1a
[6] ecowarriorss
[5] due

Top Words in Tweet in G6:
[31] meltwater
[25] ph
[16] snow
[16] rain
[16] seaice
[15] surface
[13] 2c
[10] 30
[9] above
[9] ice

Top Words in Tweet in G7:
[14] meltwater
[11] ice
[7] sea
[5] glacier
[5] climateofgavin
[5] revkin
[4] nsidc
[4] conversationedu
[3] water
[3] both

Top Words in Tweet in G8:
[16] meltwater
[9] modjenn
[7] khulood_almani
[7] isabellepiel29
[7] thierry_pires
[7] labordeolivier
[6] #socialmedia
[5] sandroandrine
[5] merci
[5] nicochan33

Top Words in Tweet in G10:
[8] meltwater
[7] brightinsight6
[5] pulse
[4] kayleighhistory
[3] 0xscsamurai
[3] pulses
[3] drdavidmiano
[3] archaeologygame
[3] historysmilo
[3] think

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[254] called,meltwater
[252] fun,fact
[252] paid,425
[252] 475,45
[252] 45,company
[252] company,called
[252] fact,2021
[252] 2021,government
[252] 425,475
[252] government,canada

Top Word Pairs in Tweet in G1:
[26] antarctic,glaciers
[25] beneath,antarctic
[24] glacial,meltwater
[22] sea,level
[21] meltwater,flowing
[21] antarctic,meltwater
[20] abyssal,ocean
[20] flowing,beneath
[20] ocean,overturning
[19] overturning,slowdown

Top Word Pairs in Tweet in G2:
[252] meltwater,news
[252] 2021,government
[252] 475,45
[252] 45,company
[252] fun,fact
[252] called,meltwater
[252] paid,425
[252] 425,475
[252] company,called
[252] fact,2021

Top Word Pairs in Tweet in G3:
[38] social,media
[14] stay,date
[11] recap,happened
[11] blog,stay
[11] bookmark,blog
[11] media,week
[11] let's,save
[11] happened,social
[11] save,scroll
[11] week,let's

Top Word Pairs in Tweet in G4:
[4] nikolovscience,andrygiles
[3] jgorman2424,priscian
[3] fredhikes,agentsinaction
[3] bubbasranch,georgejeff9804
[3] nonsequiturmeme,cdcollins5269
[3] evenminded121,mikedel21893959
[3] nxgrs73,tor_lan
[3] phlannelphysics,ibergwiesel
[3] willard1951,d_e_mol
[3] asinister,variegated2

Top Word Pairs in Tweet in G5:
[7] sea,level
[4] mm,year
[4] level,rise
[4] pulse,1a
[4] meltwater,pulse
[3] glacial,meltwater
[3] cm,year
[3] rate,sea
[3] polar,glacial
[2] 1993,average

Top Word Pairs in Tweet in G6:
[16] rain,snow
[16] snow,meltwater
[11] surface,ph
[7] 2c,28
[7] 28,4f
[7] temps,above
[6] above,2c
[6] multiyear,seaice
[6] 2c,prevents
[6] freezeup,temps

Top Word Pairs in Tweet in G7:
[7] sea,ice
[4] nsidc,conversationedu
[3] climateofgavin,nsidc
[3] revkin,climateofgavin
[2] supplies,agriculture
[2] threat,floods
[2] loss,himalayas
[2] himalayas,disrupt
[2] meltwater,sea
[2] water,supplies

Top Word Pairs in Tweet in G8:
[7] meltwater,modjenn
[5] khulood_almani,thierry_pires
[5] isabellepiel29,nicochan33
[5] nicochan33,merci
[5] mc_factory,isabellepiel29
[5] thierry_pires,sandroandrine
[5] smugnier,labordeolivier
[5] anthonyrochand,meltwater
[5] labordeolivier,khulood_almani
[5] sandroandrine,mc_factory

Top Word Pairs in Tweet in G10:
[4] meltwater,pulse
[3] 0xscsamurai,kayleighhistory
[3] kuhoopes,jens2go
[3] drdavidmiano,meltwater
[3] kayleighhistory,kuhoopes
[3] meltwater,pulses
[3] archaeologygame,historysmilo
[3] historysmilo,drdavidmiano
[3] jens2go,archaeologygame
[2] sunweatherman,brightinsight6

Top Replied-To
Top Replied-To in Entire Graph:
@rainmaker1973
@gunsnrosesgirl3
@anthonyrochand
@meltwater
@kenneth72712993
@elementascience
@albedojourney
@leonsimons8
@zlabe
@frank_strong

Top Replied-To in G1:
@bluelad89420
@gunsnrosesgirl3
@andrewkinkella
@janinekrippner
@seeking_truth90
@razibkhan
@empty_america

Top Replied-To in G2:
@realandyleeshow
@dorourkeca

Top Replied-To in G3:
@meltwater
@jorn_lyseggen
@nbstv
@supreetkay
@thierryleth
@berthierace
@darrelng
@writerclarke
@wearesocial
@chrisruthpr

Top Replied-To in G4:
@kenneth72712993
@jimdtweet
@smarzeli
@agrinsted

Top Replied-To in G5:
@bigcarbonprints
@kamkamcords
@martinsc36
@ecowarriorss
@dazeofview
@billym2k
@harveyhcodyii
@fred408km
@jamesjimbozzzz
@nima20009

Top Replied-To in G6:
@leonsimons8
@zlabe
@geophysion
@davidullrich202
@dorfman_p
@wally_was_here
@faktantarkast10
@greenneighbour

Top Replied-To in G7:
@revkin
@cscottwatson
@glacioverse
@davepetley
@realglacier
@climateofgavin

Top Replied-To in G8:
@anthonyrochand
@soniablock
@jeancayeux
@chidambara09

Top Replied-To in G9:
@aesboo

Top Replied-To in G10:
@sunweatherman
@truthshepherrd
@0xscsamurai
@kayleighhistory
@brightinsight6

Top Mentioned
Top Mentioned in Entire Graph:
@realandyleeshow
@meltwater
@juliefowlis
@lwspellsongs
@wearesocial
@modjenn
@biz_marketing
@marc_smith
@isabellepiel29
@labordeolivier

Top Mentioned in G1:
@winterapples
@archaeonewsnet
@jasonabramski3
@meltwater
@brewminate

Top Mentioned in G2:
@realandyleeshow
@petrichorvader

Top Mentioned in G3:
@meltwater
@wearesocial
@biz_marketing
@heyjasperai
@copy_ai
@bizcommunity
@latelyaikately
@deejahn
@lizelmuwaya

Top Mentioned in G4:
@michael_d_crow
@bubbasranch
@benkoby1911
@wayneallanh
@asinister
@priscian
@newnormality20
@noelturner194
@nxgrs73
@mikedel21893959

Top Mentioned in G5:
@ecowarriorss
@mikehudema
@peakaustria
@pmagn
@roy_nathanson
@zubymusic
@kaitlinnaughten
@cbcquirks
@rdqblueridge
@deniscoghlan

Top Mentioned in G6:
@dawntj90
@geraldkutney
@paulhbeckwith
@nasaclimate
@charliejgardner
@johnranford
@dorfman_p
@communitynotes
@leonsimons8
@mouse_math

Top Mentioned in G7:
@nsidc
@conversationedu
@climateofgavin
@icimod
@glacierhazards
@realglacier
@third_pole
@rameshbhushal
@modeshift
@icicle_diaries

Top Mentioned in G8:
@meltwater
@modjenn
@isabellepiel29
@labordeolivier
@khulood_almani
@thierry_pires
@smugnier
@sandroandrine
@mc_factory
@nicochan33

Top Mentioned in G9:
@jhuanackerman
@babydgrownup
@meltwater
@ticklebot79
@thefounder17
@durbangreen
@cajolo12
@jjrscott
@roykelpie
@_vilipendio

Top Mentioned in G10:
@brightinsight6
@kayleighhistory
@kuhoopes
@jens2go
@archaeologygame
@historysmilo
@drdavidmiano
@soilmandan
@0xscsamurai
@archaiclens

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@lyndae222
@dgendvil
@inquirerdotnet
@itheretweeter1
@timesofindia
@guardian
@aha1r
@nuriabenet77
@sevenbowie

Top Tweeters in G1:
@dgendvil
@timesofindia
@aha1r
@macbeestje
@jeannebartram
@bulldoghill
@buffer
@fmtoday
@fascinatorfun
@arthur59611540

Top Tweeters in G2:
@lyndae222
@happyfinko
@gsawision
@bcgift
@srduquette3
@happytrails493
@joellehamilto10
@daboom66
@higgy_59
@franktmcveety

Top Tweeters in G3:
@forbes
@nbstv
@thierryleth
@pulseuganda
@berthierace
@googlechrome
@nodegrouponline
@mwitaa
@vladobotsvadze
@harvardbiz

Top Tweeters in G4:
@davidahoward
@veronicatalbot9
@veritatem2021
@mark_melbin
@rogtallbloke
@asinister
@regimechangebc
@noelturner194
@rln_nelson
@ejwwest

Top Tweeters in G5:
@pmagn
@ecowarriorss
@manifesto2000
@sdg2030
@zubymusic
@robinmonotti
@kringle
@sciencenotdogma
@deniscoghlan
@unesco

Top Tweeters in G6:
@dawntj90
@geraldkutney
@paulhbeckwith
@ericblake12
@afreedma
@mouse_math
@faktantarkast10
@dorfman_p
@davidullrich202
@berndburkert

Top Tweeters in G7:
@conversationedu
@revkin
@watershedlab
@climateofgavin
@icimod
@third_pole
@ohsnepal
@davepetley
@geobrentatlarge
@realglacier

Top Tweeters in G8:
@chidambara09
@nicochan33
@jeancayeux
@anthonyrochand
@sandroandrine
@kalydeoo
@khulood_almani
@curieuxexplorer
@mallys_
@labordeolivier

Top Tweeters in G9:
@mahindroosumeet
@itssukuna
@jjrscott
@paulmetellus
@brazybudz
@durbangreen
@babydgrownup
@montseg91437514
@pietrastanicki
@_vilipendio

Top Tweeters in G10:
@athopemarie
@kuhoopes
@jens2go
@archaeologygame
@kayleighhistory
@soilmandan
@0xscsamurai
@sunweatherman
@drdavidmiano
@reddresspress


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