COP25, Twitter, 12/8/2019 1:10:25 AM, 218364


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COP25_2019-12-07_12-10-23.xlsx
COP25_2019-12-07_12-10-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 08, 2019
Short Description:
COP25 via NodeXL http://bit.ly/38g5Ghz
@gretathunberg
@cop25cl
@chile_despert0
@pragmactivist
@unfccc
@giraldo35
@mymission2030
@who
@mitecogob
@un

Top hashtags:
#cop25
#climatechange
#madrid
#fridaysforfuture
#cop25madrid
#climateaction
#climatestrike
#timeforaction

Description:
Description
The graph represents a network of 17,156 Twitter users whose recent tweets contained "COP25", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 21:34 UTC.

The tweets in the network were tweeted over the 4-hour, 22-minute period from Saturday, 07 December 2019 at 15:47 UTC to Saturday, 07 December 2019 at 20:10 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 : 17156
Unique Edges : 27850
Edges With Duplicates : 5990
Total Edges : 33840
Self-Loops : 2612
Reciprocated Vertex Pair Ratio : 0.0132090964264039
Reciprocated Edge Ratio : 0.0260737817553997
Connected Components : 1163
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 14500
Maximum Edges in a Connected Component : 30571
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.864995
Graph Density : 9.64319466219394E-05
Modularity : 0.698736
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 17,156 Twitter users whose recent tweets contained "COP25", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 07 December 2019 at 21:34 UTC.

The tweets in the network were tweeted over the 4-hour, 22-minute period from Saturday, 07 December 2019 at 15:47 UTC to Saturday, 07 December 2019 at 20:10 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 : TwitterSearch
Graph Term : COP25
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 : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[89] https://thehill.com/policy/energy-environment/473413-zambia-warns-climate-change-has-led-to-worst-drought-in-a-century
[49] https://www.eldiario.es/sociedad/Marcha-Clima-COP25-Madrid-Thunberg_0_971153107.html
[35] https://www.youtube.com/watch?v=EhyY9pX8Lfw&feature=youtu.be

[33] https://unclimatesummit.org/
[32] https://mainichi.jp/articles/20191207/k00/00m/030/012000c
[29] http://bit.ly/2OO20Mr
[29] https://www3.nhk.or.jp/news/html/20191207/k10012206141000.html
[20] https://www.independent.co.uk/environment/climate-change-oceans-oxygen-loss-dead-zones-cop25-madrid-iucn-a9237116.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1575741352
[19] https://www.independent.co.uk/environment/climate-change-oceans-oxygen-loss-dead-zones-cop25-madrid-iucn-a9237116.html
[18] https://www.lavanguardia.com/vida/20191205/472065172389/cop25--sindicatos-espanoles-y-chileno-exigen-que-chile-abandone-la-presidencia-no-puede-continuar-ni-un-dia-mas.html

Top URLs in Tweet in G1:
[12] https://thehill.com/policy/energy-environment/473413-zambia-warns-climate-change-has-led-to-worst-drought-in-a-century
[5] https://twitter.com/GEN_Ecovillages/status/1203291177254084608
[4] https://mundo.sputniknews.com/ecologia/20191207/1089560681/greta-thunberg-califica-de-traicion-inaccion-de-los-politicos-ante-la-crisis-climatica.html
[3] https://www.efe.com/efe/espana/sociedad/el-periodismo-ambiental-demanda-mayor-financiacion-y-garantias-de-seguridad/10004-4127492
[3] https://twitter.com/gretathunberg/status/1203254733466718208
[3] https://www.france24.com/es/20191203-falsos-mitos-sobre-el-cambio-clim%C3%A1tico-que-rodean-a-la-cumbre-cop25?ref=tw
[2] https://www.productordesostenibilidad.es/2019/12/greta-thunberg-no-es-el-problema/
[2] https://www.besteforeldreaksjonen.no/2019/12/verdens-viktigste-pavirker/?fbclid=IwAR1LbOOq3n8d6vi_8cMNOxNiz1Pgnt_q81k8HxGnT0h5d2XfAdgf60W8moE
[2] https://www.efe.com/efe/espana/sociedad/las-ciudades-se-reivindican-en-cop-como-aceleradores-de-planes-ambientales/10004-4127712
[2] https://www.jornada.com.mx/2019/12/07/mundo/024n1mun

Top URLs in Tweet in G2:
[64] https://thehill.com/policy/energy-environment/473413-zambia-warns-climate-change-has-led-to-worst-drought-in-a-century
[28] http://bit.ly/2OO20Mr
[14] https://www.youtube.com/watch?v=QJgU_VtWd50

[11] https://www.iucn.org/theme/marine-and-polar/our-work/climate-change-and-oceans/ocean-deoxygenation
[8] https://www.bbc.com/news/world-europe-50694361
[6] https://www.ipcc.ch/srocc/
[5] https://www.iucn.org/news/marine-and-polar/201912/marine-life-fisheries-increasingly-threatened-ocean-loses-oxygen-iucn-report
[5] https://www.environewsnigeria.com/cop25-small-island-states-youth-leaders-task-emitters-on-climate-emergency/
[5] https://unfccc-cop25.streamworld.de/webcast/rally-for-natural-climate-solutions-at-the-climate
[5] https://www.youtube.com/watch?v=QJgU_VtWd50&feature=youtu.be


Top URLs in Tweet in G3:
[5] https://www.lavanguardia.com/politica/20191207/472084316656/el-pspv-insta-a-los-ayuntamientos-a-aplicar-los-acuerdos-de-la-cop25.html
[4] https://youtu.be/8tAv61A_NUk
[4] https://www.efeverde.com/noticias/sector-inmobiliario-la-cola-sostenibilidad-pide-objetivos-realistas/
[3] https://www.miteco.gob.es/es/educacion-ambiental/default.aspx
[3] http://www.rtve.es/radio/radio3/directo
[3] https://www.ifema.es/cop25/zona-verde
[3] https://twitter.com/sprepchannel/status/1203344108225474565
[3] https://twitter.com/cristinanarbona/status/1203371661384454144
[3] https://www.eldesconcierto.cl/2019/12/07/michelle-bachelet-en-cop25-el-cambio-climatico-afecta-a-la-salud-de-los-mas-vulnerables/
[3] https://twitter.com/wedonthavetime0/status/1203343408716083200

Top URLs in Tweet in G4:
[9] https://cutt.ly/Re8MGeh
[6] https://www.larepublica.cat/noticies/el-govern-espanyol-veta-lentrada-dun-activista-a-la-cimera-cop25-per-estar-vinculat-a-lindependentisme/
[6] https://www.valeursactuelles.com/societe/greenwashing-la-cop25-sponsorisee-par-les-deux-principaux-emetteurs-de-co2-despagne-113761
[6] https://thehill.com/policy/energy-environment/473413-zambia-warns-climate-change-has-led-to-worst-drought-in-a-century
[5] https://blogs.publico.es/ecologismo-de-emergencia/2019/12/07/cop25-quien-paga-los-desastres-climaticos/?utm_source=twitter&utm_medium=social&utm_campaign=web
[4] https://www.cuartopoder.es/cumbre-del-clima/2019/12/06/macha-clima-madrid-cop25-greta/
[4] https://www.cuartopoder.es/sociedad/2019/12/07/espana-un-anfritrion-incumplidor-con-el-medioambiente/
[4] https://corporateeurope.org/en/2019/12/cop25-bankrolled-big-polluters
[3] https://blogs.publico.es/ecologismo-de-emergencia/2019/12/06/mentiras-lobbies-y-greenwashing/?utm_source=twitter&utm_medium=social&utm_campaign=web
[3] https://news.yahoo.com/fossil-fuel-groups-destroying-climate-talks-ngos-020741667.html

Top URLs in Tweet in G5:
[1] https://m.facebook.com/story.php?story_fbid=808696256245393&id=200727143708977
[1] https://www.eldinamo.cl/actualidad/2019/12/06/greta-thunberg-en-cop25-mi-compasion-va-con-las-personas-de-chile/
[1] https://www.facebook.com/story.php?story_fbid=808696256245393&id=200727143708977

Top URLs in Tweet in G6:
[11] https://twitter.com/i/events/1201616915707228161
[11] https://www.independent.co.uk/environment/climate-change-oceans-oxygen-loss-dead-zones-cop25-madrid-iucn-a9237116.html
[9] https://mashable.com/article/greta-thunberg-school-strike-cop25-madrid/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.lavanguardia.com/natural/cambio-climatico/20191207/472075936390/cop25-cumbre-de-madrid.html
[5] https://mashable.com/article/greta-thunberg-school-strike-cop25-madrid/
[5] https://unfccc.int/event/sbsta-51
[4] https://act.350.org/act/COP25-stop-funding-fossils_de/
[4] https://www.eldiario.es/sociedad/Marcha-Clima-COP25-Madrid-Thunberg_0_971153107.html
[4] https://www.lesechos.fr/politique-societe/societe/cop25-les-recettes-du-philosophe-le-plus-ecoute-a-linternational-1154271
[4] https://unfccc.int/event/sbi-51

Top URLs in Tweet in G7:
[12] https://mashable.com/article/greta-thunberg-school-strike-cop25-madrid/?utm_source=social&utm_campaign=mash-com-tw-main-link&utm_content=socialgood&utm_medium=twitter
[6] https://www.climatechangenews.com/2019/12/06/one-worlds-biggest-emitters-trying-fly-radar-cop25/
[3] https://ourkidsclimate.org/open-letter/
[3] https://www.elsaltodiario.com/cambio-climatico/mercado-carbono-cop25-supuesta-solucion-parte-problema
[2] https://www.faz.net/-gun-9u5zu?utm_content=buffereb0a8&utm_medium=social&utm_source=twitter.com&utm_campaign=GEPC%253Ds30
[2] https://www.climatechangenews.com/2019/12/07/cop25-bulletin-achieved-nothing/
[2] https://www.climatechangenews.com/2019/11/01/chile-abandoned-hosting-cop25-cannot-abandon-people/
[2] https://taz.de/Proteste-beim-Weltklimagipfel-in-Madrid/!5648111/
[2] https://twitter.com/ap4ca/status/1202899984925937664
[1] https://twitter.com/drsimevans/status/1203375049174110213

Top URLs in Tweet in G8:
[12] https://report.gndforeurope.com/
[1] https://www.independent.co.uk/environment/climate-change-oceans-oxygen-loss-dead-zones-cop25-madrid-iucn-a9237116.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://stopcambioclimatico.es/2019/12/03/11387/
[1] https://www.rassegna.it/mobile/articoli/lambientalismo-puo-cambiare-il-modello-di-sviluppo
[1] https://inthesetimes.com/article/22193/quite-divorced-from-reality-climate-scientist-activists-call-out-shell-exec
[1] https://oilprice.com/Energy/Crude-Oil/Oil-Could-Fall-To-40-If-OPEC-Fails-To-Deepen-Cuts.html#
[1] https://twitter.com/MikeHudema/status/1202713875357061121
[1] http://ggon.org/OilGasClimate2019/
[1] https://greennewdealgroup.org/how-to-pay-for-the-green-new-deal-a-briefing/
[1] https://www.commondreams.org/news/2019/12/06/calling-him-only-2020-candidate-whose-plan-can-save-our-planet-us-youth-climate

Top URLs in Tweet in G9:
[35] https://www.youtube.com/watch?v=EhyY9pX8Lfw&feature=youtu.be

[4] https://unfccc-cop25.streamworld.de/webcast/clean-energy-nepal-nepals-agenda-and-status-in-cop
[4] https://unfccc-cop25.streamworld.de/webcast/mpgca-human-settlements-climate-emergency-time-to-
[2] https://unfccc-cop25.streamworld.de/webcast/are-universities-teaching-the-future
[2] https://unfccc-cop25.streamworld.de/webcast/earth-savers-movement-3
[2] https://unfccc-cop25.streamworld.de/webcast/hcp-to-co2-739-different-way-different-we
[2] https://twitter.com/franceonu/status/1203344163821039617
[1] https://www.unicef.org/press-releases/fact-sheet-climate-crisis-child-rights-crisis
[1] https://thehill.com/policy/energy-environment/473413-zambia-warns-climate-change-has-led-to-worst-drought-in-a-century
[1] https://friendsofscience.org/assets/documents/Lyman_Who_Cuts_Who_Pays.pdf

Top URLs in Tweet in G10:
[3] http://ggon.org/oilgasclimate2019/
[2] https://twitter.com/luckytran/status/1203032769867239424
[1] https://www.france24.com/en/20191207-fossil-fuel-groups-destroying-climate-talks-ngos
[1] https://www.independent.co.uk/environment/climate-change-oceans-oxygen-loss-dead-zones-cop25-madrid-iucn-a9237116.html
[1] https://www.futura-sciences.com/planete/actualites/rechauffement-climatique-rechauffement-climatique-modeles-climatiques-ont-vu-juste-depuis-debut-78701/?utm_medium=social&utm_source=twitter
[1] https://twitter.com/anjaliapp/status/1203001225198940163
[1] https://twitter.com/linusdolder1/status/1203254703137710080
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ee57c7c0-1936-11ea-bcf8-73dd6faf8537&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0wNy9ub3J3YXktcy1odWdlLW5ldy1vaWwtcHJvamVjdC1jbGFzaGVzLXdpdGgtZ3Jvd2luZy1jbGltYXRlLWZvY3Vz
[1] https://yesilgazete.org/blog/2019/12/07/cop25-oncesi-wmo-iklimin-durumu-raporu/
[1] https://twitter.com/who/status/1203322908426289153

Top Domains
Top Domains in Tweet in Entire Graph:
[555] twitter.com
[146] youtube.com
[89] thehill.com
[69] or.jp
[66] eldiario.es
[62] co.uk
[47] lavanguardia.com
[39] unfccc.int
[38] streamworld.de
[38] facebook.com

Top Domains in Tweet in G1:
[24] twitter.com
[12] thehill.com
[9] efe.com
[5] sputniknews.com
[4] com.mx
[3] unfccc.int
[3] theguardian.com
[3] facebook.com
[3] tiempodecanarias.com
[3] bbc.com

Top Domains in Tweet in G2:
[109] twitter.com
[64] thehill.com
[28] bit.ly
[24] youtube.com
[17] un.org
[17] iucn.org
[13] bbc.com
[12] facebook.com
[12] unfccc.int
[10] streamworld.de

Top Domains in Tweet in G3:
[52] twitter.com
[25] efeverde.com
[16] gob.es
[11] youtube.com
[7] lavanguardia.com
[6] rtve.es
[6] norden.org
[4] cop25.cl
[4] ifema.es
[4] youtu.be

Top Domains in Tweet in G4:
[32] twitter.com
[12] cuartopoder.es
[12] youtube.com
[11] publico.es
[10] elsaltodiario.com
[9] cutt.ly
[8] elpais.com
[6] larepublica.cat
[6] democracynow.org
[6] valeursactuelles.com

Top Domains in Tweet in G5:
[2] facebook.com
[1] eldinamo.cl

Top Domains in Tweet in G6:
[59] twitter.com
[17] co.uk
[17] mashable.com
[13] youtube.com
[11] unfccc.int
[10] facebook.com
[9] lavanguardia.com
[8] 350.org
[7] instagram.com
[7] eldiario.es

Top Domains in Tweet in G7:
[21] twitter.com
[13] mashable.com
[10] climatechangenews.com
[5] faz.net
[4] theguardian.com
[3] youtube.com
[3] ourkidsclimate.org
[3] elsaltodiario.com
[3] elpais.com
[2] zdf.de

Top Domains in Tweet in G8:
[12] gndforeurope.com
[1] co.uk
[1] stopcambioclimatico.es
[1] rassegna.it
[1] inthesetimes.com
[1] oilprice.com
[1] twitter.com
[1] ggon.org
[1] greennewdealgroup.org
[1] commondreams.org

Top Domains in Tweet in G9:
[42] youtube.com
[16] streamworld.de
[8] twitter.com
[2] friendsofscience.org
[2] unfccc.int
[2] spiegel.de
[1] unicef.org
[1] thehill.com
[1] ow.ly
[1] medium.com

Top Domains in Tweet in G10:
[8] twitter.com
[3] ggon.org
[1] france24.com
[1] co.uk
[1] futura-sciences.com
[1] bloomberg.com
[1] yesilgazete.org
[1] dw.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8459] cop25
[1747] climatechange
[640] madrid
[505] fridaysforfuture
[464] cop25madrid
[433] climateaction
[413] climatestrike
[401] timeforaction
[356] tiempodeactuar
[283] marchaporelclima



Top Hashtags in Tweet in G1:
[304] cop25
[221] fridaysforfuture
[201] climatestrike
[21] nocoaljapan
[15] cop25madrid
[14] gretathunberg
[12] madrid
[12] climate
[10] climatecrisis
[7] marchaporelclima

Top Hashtags in Tweet in G2:
[1844] cop25
[314] climatechange
[235] climateaction
[141] madrid
[128] fridaysforfuture
[104] timeforaction
[85] climate
[84] cop25madrid
[77] climatecrisis
[73] ocean

Top Hashtags in Tweet in G3:
[1099] climatechange
[886] cop25
[98] humanrights
[96] tiempodeactuar
[92] cambioclimatico
[86] cambioclimático
[81] timeforaction
[68] cop25madrid
[65] derechoshumanos
[63] airpollution

Top Hashtags in Tweet in G4:
[790] cop25
[150] madrid
[91] 6dporelclima
[81] cop25madrid
[81] copforfuture
[79] marchaporelclima
[76] cumbresocialclima
[65] toxictour
[64] climatejustice
[51] climatechange

Top Hashtags in Tweet in G5:
[498] cop25
[4] nomascarbón
[1] mejillones
[1] lamarchamasgrandedetodas
[1] escazu
[1] cop25madrid2019
[1] autoselectricoscnnchv
[1] valdiviacl
[1] elranco
[1] chile

Top Hashtags in Tweet in G6:
[294] cop25
[39] cop25madrid
[30] tiempodeactuar
[29] timeforaction
[28] cumbredelclima
[24] climatechange
[20] mapfresostenible
[17] gretathunberg
[14] tengounhuerto
[14] madrid

Top Hashtags in Tweet in G7:
[239] cop25
[31] cop25madrid
[23] chile
[22] climatemarch
[21] madrid
[18] thunberg
[14] santiago
[13] sustainableextinction
[12] klimawandel
[10] fridaysforfuture

Top Hashtags in Tweet in G8:
[45] cop25
[28] greennewdeal
[14] 6dporelclima
[11] madrid
[11] diem25
[8] marchaporelclima
[5] investimenti
[5] eu
[4] climate
[4] clima

Top Hashtags in Tweet in G9:
[111] cop25
[31] climateaction
[15] climatechange
[9] timeforaction
[8] climateemergency
[7] changementclimatique
[6] madrid
[6] idu
[6] extinctionrebellion
[6] fridaysforfurture

Top Hashtags in Tweet in G10:
[254] cop25
[19] climatestrike
[16] plazadeladignidad
[16] 50días
[16] ffee
[16] 50diasdelestallido
[16] chiledespertó
[16] chileviolateshumanrights
[15] fridaysforfuture
[9] 6dporelclima

Top Words
Top Words in Tweet in Entire Graph:
[7611] Words in Sentiment List#1: Positive
[15309] Words in Sentiment List#2: Negative
[24] Words in Sentiment List#3: Angry/Violent
[629467] Non-categorized Words
[652387] Total Words
[18100] #cop25
[8360] people
[6772] madrid
[6714] climate
[4663] change

Top Words in Tweet in G1:
[5960] people
[3489] #cop25
[3138] madrid
[3098] #fridaysforfuture
[3079] #climatestrike
[3073] up
[3053] climate
[3047] 500
[3045] 000
[2938] change

Top Words in Tweet in G2:
[3155] #cop25
[1312] climate
[646] madrid
[641] change
[541] people
[468] #climateaction
[439] #climatechange
[401] world
[321] leaders
[318] #fridaysforfuture

Top Words in Tweet in G3:
[1939] #cop25
[1359] #climatechange
[1300] health
[1150] problem
[384] right
[353] #tiempodeactuar
[223] derecho
[213] cop25cl
[201] #timeforaction
[194] más

Top Words in Tweet in G4:
[1420] #cop25
[347] madrid
[298] climate
[239] people
[211] más
[170] 000
[169] #marchaporelclima
[161] 500
[159] #madrid
[156] climático

Top Words in Tweet in G5:
[966] chile
[509] #cop25
[485] sobre
[483] agua
[481] video
[481] manifestante
[481] chileno
[481] toma
[481] micrófono
[481] pequeña

Top Words in Tweet in G6:
[303] #cop25
[175] cop25
[91] climate
[81] madrid
[70] greta
[53] thunberg
[43] change
[41] #cop25madrid
[41] más
[36] à

Top Words in Tweet in G7:
[535] #cop25
[163] climate
[134] madrid
[115] aber
[89] innen
[84] people
[83] dass
[80] sehen
[78] weil
[78] profit

Top Words in Tweet in G8:
[560] #cop25
[479] people
[463] world
[448] madrid
[442] #climatestrike
[408] indigenous
[405] leaders
[402] demanding
[402] future
[402] march

Top Words in Tweet in G9:
[323] #cop25
[188] #climateaction
[160] climate
[136] children
[124] madrid
[118] change
[98] crisis
[91] people
[91] need
[70] now

Top Words in Tweet in G10:
[398] people
[314] #cop25
[239] madrid
[238] climate
[223] #climatestrike
[209] 500
[203] 000
[202] change
[191] leaders
[184] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4034] 500,000
[3733] 000,people
[3419] #fridaysforfuture,#climatestrike
[3258] #cop25,#fridaysforfuture
[3192] last,night
[3153] marched,madrid
[3144] people,power
[3143] change,world
[3139] climate,environmental
[3137] waking,up

Top Word Pairs in Tweet in G1:
[3048] #fridaysforfuture,#climatestrike
[3045] 500,000
[3036] 000,people
[2885] #cop25,#fridaysforfuture
[2861] people,power
[2859] last,night
[2854] people,marched
[2854] marched,madrid
[2854] madrid,last
[2854] night,beginning

Top Word Pairs in Tweet in G2:
[364] climate,change
[207] 500,000
[148] 000,people
[146] #cop25,#cop25madrid
[137] climate,crisis
[114] #cop25,madrid
[104] #cop25,#fridaysforfuture
[97] happening,now
[95] climate,justice
[94] #cop25,#climateaction

Top Word Pairs in Tweet in G3:
[1153] #climatechange,health
[1150] health,problem
[920] problem,#climatechange
[230] problem,#cop25
[101] #cop25,#tiempodeactuar
[99] greatest,threat
[95] convinced,#climatechange
[95] #climatechange,greatest
[95] threat,#humanrights
[95] #humanrights,right

Top Word Pairs in Tweet in G4:
[161] 500,000
[77] climate,change
[75] #cop25,#cop25madrid
[69] contra,climático
[66] #cop25,#marchaporelclima
[64] pedro,armestre
[60] cumbre,clima
[59] 000,people
[59] leaders,#cop25
[57] #fridaysforfuture,#copforfuture

Top Word Pairs in Tweet in G5:
[481] chile,video
[481] video,manifestante
[481] manifestante,chileno
[481] chileno,toma
[481] toma,micrófono
[481] micrófono,#cop25
[481] #cop25,pequeña
[481] pequeña,intervención
[481] intervención,comentarle
[481] comentarle,greta

Top Word Pairs in Tweet in G6:
[51] greta,thunberg
[37] climate,change
[24] #cop25,#cumbredelclima
[22] #tiempodeactuar,#timeforaction
[21] tú,cómo
[21] cómo,contribuyes
[21] contribuyes,#tiempodeactuar
[20] quiero,planeta
[20] planeta,más
[20] más,verde

Top Word Pairs in Tweet in G7:
[77] millionen,streiken
[77] streiken,aber
[77] aber,emissionen
[77] emissionen,steigen
[77] steigen,weiter
[77] weiter,politiker
[77] politiker,innen
[77] innen,versagen
[77] versagen,systematisch
[77] systematisch,weil

Top Word Pairs in Tweet in G8:
[400] streets,madrid
[399] half,million
[399] million,people
[399] people,streets
[399] madrid,demanding
[399] demanding,future
[399] future,livable
[399] livable,indigenous
[399] indigenous,leaders
[399] leaders,around

Top Word Pairs in Tweet in G9:
[102] climate,change
[68] #climateaction,#cop25
[66] young,people
[51] sad,couldn
[51] couldn,t
[51] t,study
[51] study,play
[51] play,climate
[51] change,threatening
[51] threatening,education

Top Word Pairs in Tweet in G10:
[203] 500,000
[200] 000,people
[180] people,streets
[180] streets,madrid
[180] madrid,demanding
[176] #ultimatumcop25,#6dporelclima
[176] #6dporelclima,#climatestrike
[174] change,coming
[174] demanding,livable
[174] livable,future

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@iambiente
@unicef
@crammondsteve
@arthurwyns
@potus
@elonmusk
@adegagz
@virginiaraggi
@gmbutts

Top Replied-To in G1:
@gretathunberg
@unrabanito
@klaus_quast
@incommu28218502
@rocco_anders

Top Replied-To in G2:
@arthurwyns
@gretathunberg
@chriscartw83
@unicef
@plymouthmarine
@cartifct
@wyeates
@nickheubeck
@rausan_cartif
@linusdolder1

Top Replied-To in G3:
@gmunozabogabir
@fernandovallada
@mbachelet
@lujainalqodmani
@drmarianeira
@danielsenderos
@cop25cl
@ictsmarhis
@fryskefreon
@carolaschmidtz

Top Replied-To in G4:
@xrbarcelona
@rebelstreaming
@amigostierraesp
@pramiro_
@gretathunberg
@unicef
@pauledawson
@almeidapp_
@headstein1
@jmjancovici

Top Replied-To in G7:
@scac_chile
@greenpeacecl
@anambarreira
@antoniowalkerp
@mirnaschindler
@ceebankwatch
@egwuerzburg
@sroskjaer
@cducsubt
@gretathunberg

Top Replied-To in G8:
@unicef
@pragmactivist

Top Replied-To in G9:
@gmbutts
@unicef
@hazloe3
@totalrecoverys1
@susaniverach
@stuartgaia
@geraldkutney

Top Replied-To in G10:
@rakelmunoz
@eytanlenko
@easygeography

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@cop25cl
@unfccc
@un
@greenpeace_esp
@iucn
@mitecogob
@roma
@pespinosac
@teresaribera

Top Mentioned in G1:
@gretathunberg
@alvizlo
@fao
@tere_marinovic
@edurobayna
@kangabella
@energiogklima
@xr_belgium
@abeshinzo
@jpn_pmo

Top Mentioned in G2:
@gretathunberg
@unfccc
@un
@iucn
@cop25cl
@euclimateaction
@vanessa_vash
@undp
@antonioguterres
@iucnocean

Top Mentioned in G3:
@cop25cl
@fomentogob
@mitecogob
@mbachelet
@unfccc
@cmnucc
@pespinosac
@opsoms
@pinskymichael
@j_groizard

Top Mentioned in G4:
@greenpeace_esp
@juralde
@ecologistas
@elboletinmadrid
@esxrebellion
@gretathunberg
@iberdrola
@greenpeace
@suez
@corporateeurope

Top Mentioned in G5:
@munquintanormal
@carmengloria_f
@rayenaraya
@karendtv
@tvn
@chilevision
@mega

Top Mentioned in G6:
@diarioferrol
@bluebubbleworld
@5news
@mikeschaf

Top Mentioned in G7:
@luisamneubauer
@gretathunberg
@scac_chile
@350
@un
@iucn
@olca_chile
@ienearth
@biofuelwatch
@gfc123

Top Mentioned in G8:
@gndforeurope
@gndforeurope_it
@gretathunberg
@reaccionayactua
@diem_25
@greennewdealuk
@labgnd
@green_newdealuk
@greenpeace_esp
@seankidney

Top Mentioned in G9:
@gretathunberg
@youtube
@ccnucc
@unicef
@pespinosac
@profstrachan
@ecowarriorss
@christinemilne
@ristori20
@mzjacobson

Top Mentioned in G10:
@gretathunberg
@tasneemessop
@fridaysturkey
@greenpeace_med
@plataformaemt
@scoopit
@zehub
@biggav
@valeriecabanes
@fibgar_

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@jurylady5
@diplomix
@current_knewz
@marcodacostafx
@telesurtv
@adrianat9735
@jcc_news
@publimetrochile
@odio_nao

Top Tweeters in G1:
@oldlady12345
@marcodacostafx
@adrianat9735
@locuspolitikus
@manmet80
@davidlance3
@guillermoesnal
@padakitty
@ggg_says
@konme222

Top Tweeters in G2:
@insdatainter
@marieproia
@dgendvil
@kinshasaweb
@billnigh
@wwf
@scheerenberger
@marconavarrolor
@elalam_vnz
@anselmonadir

Top Tweeters in G3:
@rodolfoxoliz
@isaaranjuez
@aoao7586
@latercera
@nilimajumder
@24horastvn
@guardian
@t13
@fabiparraguezm
@diarilaveu_

Top Tweeters in G4:
@rjber15
@algonfdez
@_redfrog
@quintero_funes
@cronicas_diary
@caval100
@mcraffermi
@llunavermella
@el_pais
@cberrl

Top Tweeters in G5:
@juang44
@luzpatricialeal
@samoyeonbiased
@unlimit4harmony
@juanseapi
@mega
@junmyhyun
@aponwaog
@chilevision
@carlossassarini

Top Tweeters in G6:
@current_knewz
@jcc_news
@lextresabogados
@atsusi_s
@akemoi
@fainformazione
@globalissuesweb
@zazoomnews
@lucas_wyrsch
@ryomatome_tokua

Top Tweeters in G7:
@mackaysuzie
@chrisbrey1
@mwhalan
@darylgibson
@mashable
@broomstick33
@larossa05
@theresaschroe14
@tkysk8r
@tinimaus1110

Top Tweeters in G8:
@mayirmamay14
@briangrnotabot
@mstepczyk
@dawnarickelz
@bettyjo62
@michelejeanson1
@nasty_woman2
@hester_hen
@glaciarblue
@glpiman

Top Tweeters in G9:
@jurylady5
@diplomix
@dancas2
@lehimesa
@sudeepkhatri
@infobae
@susaniverach
@morgfair
@nofascistlies
@blanketcrap

Top Tweeters in G10:
@daveyk317
@forumeditor
@pppatticake
@oteachjohn
@ds20wk
@queenmsheba
@yusuraume529
@cujowasagoodboy
@bradparker_
@zehub