sustainable development, Twitter, 2/6/2024 3:41:56 AM, 294427


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sustainable development Twitter NodeXL SNA Map and Report for Monday, 05 February 2024 at 18:54 UTC
sustainable development Twitter NodeXL SNA Map and Report for Monday, 05 February 2024 at 18:54 UTC
From:
marc_smith
Uploaded on:
February 06, 2024
Short Description:
sustainable development via NodeXL https://bit.ly/3unoEmt
@un
@1garethwynjones
@wideawake_media
@lainys11
@sustdev
@unmgcy
@ungeneva
@vrijhuid1
@achoki11
@undp

Top hashtags:
#sustainabledevelopment
#sdgs
#baudet
#ووٹ_ڈالو_خان_نکالو
#budget2024
#sustainability

Description:
Description
The graph represents a network of 15,152 Twitter users whose recent tweets contained "sustainable development", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/29/2024 12:00:00 AM and 2/5/2024 10:53:36 AM. The network was obtained from Twitter on Monday, 05 February 2024 at 22:43 UTC.

The tweets in the network were tweeted over the 2020-day, 20-hour, 18-minute period from Wednesday, 25 July 2018 at 22:31 UTC to Monday, 05 February 2024 at 18:49 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 : 15152
Unique Edges : 17942
Edges With Duplicates : 3520
Total Edges : 21462
Number of Edge Types : 9
Retweet : 11234
Replies to : 1428
Tweet : 2383
Mentions : 1936
MentionsInRetweet : 3072
MentionsInQuoteReply : 19
MentionsInReplyTo : 911
Quote : 313
MentionsInQuote : 166
Self-Loops : 3615
Reciprocated Vertex Pair Ratio : 0.0179402400195934
Reciprocated Edge Ratio : 0.0352481203007519
Connected Components : 2535
Single-Vertex Connected Components : 1347
Maximum Vertices in a Connected Component : 7989
Maximum Edges in a Connected Component : 12594
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 7.226919
Graph Density : 7.24186449160813E-05
Modularity : 0.785423
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 15,152 Twitter users whose recent tweets contained "sustainable development", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/29/2024 12:00:00 AM and 2/5/2024 10:53:36 AM. The network was obtained from Twitter on Monday, 05 February 2024 at 22:43 UTC.

The tweets in the network were tweeted over the 2020-day, 20-hour, 18-minute period from Wednesday, 25 July 2018 at 22:31 UTC to Monday, 05 February 2024 at 18:49 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 : sustainable development
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] https://wsds.teriin.org
[30] http://bit.ly/3G08K4c
[30] http://bit.ly/3JXlzxg
[18] https://bit.ly/SankalpAfricaSummit2024
[11] https://www.orfonline.org/hindi/expert-speak/bhutan-s-goal-of-a-green-city-pathways-for-a-syncretic-indo-bhutan-development1
[10] http://opd.to/48Z0LRd
[10] https://bit.ly/47J606i
[8] https://www.jiwamudaindo.com/potential-cooperation-between-indonesia-and-finland/
[8] https://hafug.org/if-social-impact-prize-e100000-funding/
[8] https://bit.ly/3SEyZ6Y

Top URLs in Tweet in G1:
[1] https://www.youtube.com/watch?v=7ykELwj1Ta8

[1] https://oilprice.com/Finance/the-Markets/Political-Backlash-and-High-Interest-Rates-Dampen-ESG-Enthusiasm.html

Top URLs in Tweet in G2:
[11] https://www.orfonline.org/hindi/expert-speak/bhutan-s-goal-of-a-green-city-pathways-for-a-syncretic-indo-bhutan-development1
[3] https://www.livemint.com/news/world/mann-ki-baat-boosts-india-s-efforts-towards-sustainable-development-goals-report-11682697575898.html
[3] https://sdgs.un.org/2030agenda
[3] http://www.worldwetlandsday.org
[3] https://www.ipsnews.net/2024/01/onerous-debt-making-poorest-poorer/
[3] http://bit.ly/WorldEngDay
[2] https://occupationalhealthohs.com/sustainable-development/
[2] https://twitter.com/Itss_Anam001/status/1752662309812756624/photo/1
[2] https://www.narendramodi.in/category/infographics
[2] https://selangorjournal.my/2024/01/selangors-sustainable-development-paves-way-to-end-extreme-poverty/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[30] http://bit.ly/3G08K4c
[30] http://bit.ly/3JXlzxg
[5] https://sdgs.un.org/2024ECOSOCPartnershipForum#sdg_action_segments
[4] https://webtv.un.org/en/asset/k10/k10vfgmyle
[3] https://www.un.org/en/summit-of-the-future
[3] https://www.equaltimes.org/mining-in-the-21st-century
[3] https://docs.google.com/forms/d/e/1FAIpQLSeiicM1YKazFI4Kn1w1sVTXlQ-KCTOS3JTBxImzYHcd_q6hbg/viewform
[2] http://prize.equatorinitiative.org
[2] https://us02web.zoom.us/webinar/register/WN_VZqz0CTZQA-hHFSysSAD-A#/registration
[2] http://Trip.com

Top URLs in Tweet in G4:
[1] https://www.ukfires.org/.../2019/11/Absolute-Zero-online.pdf
[1] https://www.undp.org/news/11-first-mover-countries-launch-50-5-campaign-accelerate-digital-public-infrastructure-adoption-around-world
[1] https://globalenergymonitor.org/projects/global-coal-plant-tracker/tracker/

Top URLs in Tweet in G5:
[4] https://fvd.nl/nieuws/thierry-baudet-toont-ware-agenda-achter-sustainable-development-goals
[1] https://sdgs.un.org/goals

Top URLs in Tweet in G6:
[3] https://buff.ly/42g3aEs
[1] http://linktree.com/ecosocyouthforum

Top URLs in Tweet in G7:
[2] https://www.weforum.org/press/2019/06/world-economic-forum-and-un-sign-strategic-partnership-framework/
[1] https://twitter.com/MarkFriesen08/status/1531876065206931456?t=3YSF8hbWJCfIccNZTKpDDg&s=19
[1] https://blog.friendsofscience.org/2019/01/20/canadians-did-they-ask-you-the-u-n-sustainable-development-agenda-2030/
[1] https://www.gavi.org/our-alliance/global-health-development/sustainable-development-goals
[1] https://www.international.gc.ca/world-monde/issues_development-enjeux_developpement/priorities-priorites/agenda-programme.aspx?lang=eng
[1] https://www.canada.ca/en/environment-climate-change/news/2024/02/government-of-canada-launches-public-engagement-on-the-2035-greenhouse-gas-emissions-reduction-target.html

Top URLs in Tweet in G8:
[18] https://bit.ly/SankalpAfricaSummit2024

Top URLs in Tweet in G9:
[1] https://www.pm.gc.ca/en/news/statements/2023/01/10/declaration-north-america-dna

Top Domains
Top Domains in Tweet in Entire Graph:
[242] bit.ly
[124] dlvr.it
[76] un.org
[52] buff.ly
[39] ow.ly
[38] youtu.be
[33] teriin.org
[29] tinyurl.com
[20] twitter.com
[20] youtube.com

Top Domains in Tweet in G1:
[1] youtube.com
[1] oilprice.com

Top Domains in Tweet in G2:
[118] dlvr.it
[36] bit.ly
[18] buff.ly
[12] co.uk
[11] ow.ly
[11] orfonline.org
[11] nm-4.com
[10] un.org
[10] learnanything.website
[8] wrld.bg

Top Domains in Tweet in G3:
[85] bit.ly
[46] un.org
[14] buff.ly
[8] aje.io
[5] undp.org
[4] google.com
[4] iisd.org
[4] ow.ly
[4] hubs.la
[4] equaltimes.org

Top Domains in Tweet in G4:
[1] ukfires.org
[1] undp.org
[1] globalenergymonitor.org

Top Domains in Tweet in G5:
[4] fvd.nl
[1] un.org

Top Domains in Tweet in G6:
[3] buff.ly
[1] linktree.com

Top Domains in Tweet in G7:
[2] weforum.org
[1] twitter.com
[1] friendsofscience.org
[1] gavi.org
[1] gc.ca
[1] canada.ca

Top Domains in Tweet in G8:
[18] bit.ly

Top Domains in Tweet in G9:
[1] gc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[773] sustainabledevelopment
[243] sdgs
[234] baudet
[143] ووٹ_ڈالو_خان_نکالو
[131] budget2024
[101] sustainability
[87] sustainable
[83] rwanda
[68] development
[55] eritrea



Top Hashtags in Tweet in G1:
[4] agenda2030

Top Hashtags in Tweet in G2:
[330] sustainabledevelopment
[48] sdgs
[35] sustainability
[26] sustainable
[24] communityengagement
[23] budget2024
[23] communitygrowth
[19] communityenrichment
[17] communitydevelopment
[17] communityimpact

Top Hashtags in Tweet in G3:
[73] sdgs
[61] sustainabledevelopment
[30] share
[30] information
[30] resources
[30] research
[30] monitoring
[30] reporting
[30] takeactionforsocialjustice
[30] k4dwb

Top Hashtags in Tweet in G4:
[1] nofarmersnofood
[1] ccp
[1] climatescam

Top Hashtags in Tweet in G5:
[233] baudet
[22] wef
[21] nsc
[21] sustainabledevelopment
[2] zegnee
[2] sdg
[2] problem
[1] farmers
[1] sustainable
[1] agenda2030

Top Hashtags in Tweet in G6:
[50] rwanda
[12] peace
[4] rwandaheroesday
[3] ubutwari2024
[2] sustainable
[2] birds
[2] africa
[2] asia
[2] biology
[2] ecology

Top Hashtags in Tweet in G7:
[2] agenda2030
[1] cdnpoli
[1] internationaldevelopmentweek

Top Hashtags in Tweet in G8:
[27] sankalpafrica2024
[25] kuboreshaukulima
[24] rutosfirstyear
[15] gvnlatilelelit
[15] waterforfood
[14] agricultureke
[11] politrackafrica
[10] kenchicgoesgreen
[10] sankalpafrica2024partners
[9] poweredbychloride

Top Hashtags in Tweet in G9:
[2] sustainabledevelopment
[1] exitthewho

Top Words
Top Words in Tweet in Entire Graph:
[8997] sustainable
[8659] development
[2197] goals
[2061] today
[1830] agenda
[1675] city
[1621] 2030
[1557] departmental
[1556] france
[1555] directorate

Top Words in Tweet in G1:
[1425] today
[1422] 1garethwynjones
[1420] directorate
[1420] departmental
[1419] welded
[1419] clermont
[1419] ferrand
[1419] france
[1419] city
[1419] farmer's

Top Words in Tweet in G2:
[1352] development
[1338] sustainable
[330] #sustainabledevelopment
[288] goals
[155] more
[122] 2024
[120] क
[116] video
[105] growth
[104] future

Top Words in Tweet in G3:
[660] sustainable
[613] development
[171] ungeneva
[158] goals
[155] peace
[143] future
[116] more
[107] humanitarian
[102] world
[101] global

Top Words in Tweet in G4:
[836] sustainable
[835] development
[819] wideawake_media
[817] agenda
[814] 2030
[814] need
[812] wef's
[812] annual
[812] davos
[812] speaking

Top Words in Tweet in G5:
[400] goals
[385] development
[383] sustainable
[367] over
[367] betoog
[237] thierry
[234] vn
[234] sdg's
[233] dreef
[233] waarmee

Top Words in Tweet in G6:
[472] heroes
[452] national
[230] day
[230] time
[223] happy
[221] rwandans
[220] honour
[217] rpf
[217] wishes
[217] inkotanyi

Top Words in Tweet in G7:
[168] sustainable
[152] development
[108] poilievre
[106] sdg
[105] goals
[100] today
[96] idea
[96] factory
[90] spent
[81] pierre

Top Words in Tweet in G8:
[301] sustainable
[289] development
[122] leadership
[79] innovation
[73] strategic
[73] governor
[73] africa
[64] kenya
[63] embrace
[59] let's

Top Words in Tweet in G9:
[285] development
[285] sustainable
[271] agenda
[267] 2030
[253] klveritas
[245] many
[245] goals
[244] united
[244] part
[244] nations

Top Words in Tweet in G10:
[188] arrive
[188] medicago
[188] scan
[188] gc
[188] cbc
[188] strategies
[116] krisster8
[116] secret
[115] china
[115] ev

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8249] sustainable,development
[1815] development,goals
[1555] departmental,directorate
[1551] entrances,departmental
[1550] welded,entrances
[1549] clermont,ferrand
[1549] city,clermont
[1548] farmer's,today
[1548] today,city
[1546] france,welded

Top Word Pairs in Tweet in G1:
[1420] departmental,directorate
[1419] entrances,departmental
[1419] farmer's,today
[1419] clermont,ferrand
[1419] ferrand,france
[1419] welded,entrances
[1419] today,city
[1419] city,clermont
[1419] france,welded
[1418] 1garethwynjones,farmer's

Top Word Pairs in Tweet in G2:
[1252] sustainable,development
[259] development,goals
[54] goals,sdgs
[45] towards,sustainable
[39] united,nations
[39] climate,change
[35] ट,न
[35] भ,ट
[28] क,स
[28] commitment,sustainable

Top Word Pairs in Tweet in G3:
[584] sustainable,development
[144] development,goals
[90] sides,same
[88] sustaining,peace
[88] three,sides
[88] humanitarian,response
[88] same,triangle
[87] peace,three
[87] response,sustainable
[87] development,sustaining

Top Word Pairs in Tweet in G4:
[835] sustainable,development
[812] 2030,agenda
[812] annual,davos
[812] agenda,sustainable
[812] wef's,annual
[811] development,speaking
[811] speaking,wef's
[811] need,fully
[811] fully,implement
[811] implement,2030

Top Word Pairs in Tweet in G5:
[383] sustainable,development
[376] development,goals
[367] over,sustainable
[233] ouderwets,dreef
[233] goals,vn
[233] prachtig,betoog
[233] thierry,#baudet
[233] betoog,over
[233] sdg's,waarmee
[233] #baudet,ouderwets

Top Word Pairs in Tweet in G6:
[448] national,heroes
[230] heroes,day
[220] heroes,time
[220] honour,national
[218] happy,national
[217] day,honour
[217] wishes,rwandans
[217] inkotanyi,wishes
[217] rpf,inkotanyi
[217] rwandans,happy

Top Word Pairs in Tweet in G7:
[148] sustainable,development
[97] development,goals
[96] idea,factory
[96] sdg,idea
[80] pierre,poilievre
[77] start,ups
[76] citykitchener,sdg
[76] spent,time
[76] factory,thank
[76] thank,start

Top Word Pairs in Tweet in G8:
[283] sustainable,development
[58] leadership,africa
[58] month,leaders
[58] strategic,leadership
[58] let's,foster
[58] embrace,strategic
[58] leaders,let's
[58] innovation,inclusivity
[58] foster,innovation
[58] africa,month

Top Word Pairs in Tweet in G9:
[285] sustainable,development
[250] agenda,2030
[250] 2030,sustainable
[244] united,nations
[243] agency,united
[243] goals,part
[243] part,agenda
[243] many,goals
[243] nations,many
[242] klveritas,agency

Top Word Pairs in Tweet in G10:
[188] arrive,scan
[188] gc,strategies
[115] china,interference
[114] interference,cbc
[114] ev,battery
[114] cbc,bonus
[114] sustainable,development
[114] contracts,china
[114] mckinsey,atkins
[114] medicago,mckinsey

Top Replied-To
Top Replied-To in Entire Graph:
@zaharaferg47688
@uraybon84767
@jairbetancourt2
@wideawake_media
@kmisu88
@shafferern57576
@esdc_gc
@elonmusk
@chicaanime00
@luigialarcon

Top Replied-To in G1:
@rhysgethinew
@michaelfagwrfra
@1garethwynjones

Top Replied-To in G2:
@nlc_kenya
@opmdpm
@wideawake_media
@ceresnews
@renoomokri
@_escapekey_
@waluuk
@mitchpresnick
@alexottiofr
@belliott123

Top Replied-To in G3:
@esdc_gc
@kobotoolbox
@ungeneva
@elsieattafuah
@unece
@fishscore
@unops
@unsierraleone
@kimpgch
@unrcmongolia

Top Replied-To in G4:
@wideawake_media
@rodneyellis
@jaimejaicro
@bgatesisapyscho
@bambkb

Top Replied-To in G5:
@elonmusk
@wbrouwer420
@iknet
@slapendned
@denniscabooter

Top Replied-To in G6:
@tristanngamije
@harerimana_tito
@rwandaday

Top Replied-To in G7:
@justintrudeau
@concern70732755
@andersonafdmdep
@kittykaun
@sinkycano
@mariusknulst
@adamkidd00
@sweenis0
@journo_dale
@flexjss

Top Replied-To in G8:
@gideon_kitheka
@mjengoke
@muli_brian_
@itselderk
@main_wolfgirl2
@muthonikate1
@mowsi_ke
@i_amshiti
@fidel_ke
@itsmj_ke

Top Replied-To in G9:
@govt_corrupt
@alanvibe
@john_stelios
@shaunrickard67
@no2wokecanada

Top Replied-To in G10:
@irek_k
@fp_champagne
@bruce_mcgonigal
@allieoftruth

Top Mentioned
Top Mentioned in Entire Graph:
@1garethwynjones
@wideawake_media
@klveritas
@vrijhuid1
@rpfinkotanyi
@balochdiaries
@ungeneva
@sufia__j
@vechainofficial
@thierrybaudet

Top Mentioned in G1:
@1garethwynjones
@ghgguru
@gfederlein
@oilandenergy

Top Mentioned in G2:
@im_alishatorres
@pure65755263920
@mediworldme_
@tggoatbot
@payneinstitute
@dimarjanangola
@saveafamilyplan
@warriorsofpak
@aakritcreative

Top Mentioned in G3:
@ungeneva
@undp
@un
@unecosoc
@globalgoalsun
@elsieattafuah
@antonioguterres
@unfpa
@unops

Top Mentioned in G4:
@wideawake_media
@1garethwynjones
@nickwalker1972
@rodneyellis
@hypocrisy_sucks
@mysticgreydog
@jaimejaicro
@getcarole
@bgatesisapyscho
@powerofrealty

Top Mentioned in G5:
@vrijhuid1
@thierrybaudet
@milanschenk
@plunk69
@wideawake_media
@forumlandfvd
@klveritas
@1garethwynjones
@evavlaar
@ginnymooy

Top Mentioned in G6:
@rpfinkotanyi
@newtimesrwanda
@unrwanda
@justicesectorrw
@rwanda_justice
@euinrw
@ozonnia
@mugishaonline
@afriyan_rwanda
@wachirageorgew

Top Mentioned in G7:
@citykitchener
@justintrudeau
@tr6_guy
@greg_scott84
@patriciac_ppc
@canadianpm
@mentalchrysalis
@rasheed_danesi
@pierrepoilievre
@sinkycano

Top Mentioned in G8:
@sotuoma
@dismus__ke
@bigmandarsil
@ngeckenya
@orengo_james
@254_iconicc
@zachariahnjeru
@amdanielmaithya
@chirchironald
@itsnjorogek

Top Mentioned in G9:
@klveritas
@1garethwynjones
@wideawake_media
@stallulah2
@alanvibe
@krisster8
@raine72parrott
@constanzag77
@stonesculptorjn
@ramanmann1974

Top Mentioned in G10:
@krisster8
@leonardroxon
@irek_k
@truenorthcentre
@nyapfanner
@wideawake_media
@davidlametti
@1garethwynjones
@thecivicsc
@bret_sears

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@chidambara09
@kompascom
@detikcom
@56perumal
@crweworld
@innovativehindu
@dhruvbhim
@chrisbrey1
@lyndae222

Top Tweeters in G1:
@gallimaufrey777
@tyrelle123
@z_chrissie
@pingachoo
@rospay15
@ocraziocornpop
@jjwills2
@kheatherbrown
@georgeeliseo
@maurlind

Top Tweeters in G2:
@kompascom
@crweworld
@stigmabase
@stigmabasef
@peacefmonline
@edourdoo
@tv9gujarati
@kktotlani
@bernamadotcom
@dubailifecoach

Top Tweeters in G3:
@chrisbrey1
@rjber15
@john1966olsen
@dev_discourse
@mulutesfy
@markplackett1
@piapaulette
@nomoreslaves
@alfieturner2
@hfrominger

Top Tweeters in G4:
@rkastrejon
@teppdude
@ebscbwi
@sheelaghg
@rajivnayan7
@alexblx
@calvinswine905
@scotlandrobbed
@johndmtb
@rf_jenkins

Top Tweeters in G5:
@nelliejs501
@defret42
@diggrich_
@verkerksok
@florantine11
@volger66082047
@edkloosterhuis
@gkraankra
@john74244709
@ingridtuinstra1

Top Tweeters in G6:
@nyac_juru_jesse
@breathelove75
@harerimana_tito
@albcontact
@karangwasewase
@gasoretheoneste
@samuelcamarade
@newtimesrwanda
@kayinamurajose8
@akayezuja

Top Tweeters in G7:
@maegan_laporte
@ksp_libs
@paulstewartii
@moritzbhg
@tetsu0724d
@happyfinko
@nick_barnes
@viewsini1
@nancyvictoria
@bcgift

Top Tweeters in G8:
@trevylord
@gideon_kitheka
@cs_njeru
@neddykenyattany
@smileycherry2
@crazydreamer254
@keam_254
@muli_brian_
@jogoorangi
@total_dadoic

Top Tweeters in G9:
@cole_davesc66
@steveg06322664
@jamwr1tes
@eslteac16885695
@lstargazer54
@julioer37960440
@stonesculptorjn
@sharpiedj
@door1961
@counsellmitch

Top Tweeters in G10:
@lyndae222
@kathy19090674
@ag21d
@lisamar91564392
@lindcalgary
@noeasybrushoff
@srduquette3
@brentwhite555
@szenek13
@dougquinney


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