arctic climate, Twitter, 3/4/2021 7:27:19 AM, 250067


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arctic climate Twitter NodeXL SNA Map and Report for keskiviikko, 03 maaliskuuta 2021 at 22.34 UTC
arctic climate Twitter NodeXL SNA Map and Report for keskiviikko, 03 maaliskuuta 2021 at 22.34 UTC
From:
mihkal
Uploaded on:
March 04, 2021
Short Description:
arctic climate via NodeXL https://bit.ly/3t0EhtV
@reuters
@incorrectskts
@lopezlovinlife
@secblinken
@mikehudema
@nowthisnews
@zlabe
@ecowarriorss
@davetroy
@nrdc_af

Top hashtags:
#arctic
#climate
#climatechange
#climatecrisis
#polarbearday
#actonclimate
#energy

Description:
Description
The graph represents a network of 5 720 Twitter users whose recent tweets contained "arctic climate", 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 Wednesday, 03 March 2021 at 23:11 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 47-minute period from Wednesday, 24 February 2021 at 04:26 UTC to Wednesday, 03 March 2021 at 22:13 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 Fruchterman-Reingold layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5720
Unique Edges : 7478
Edges With Duplicates : 928
Total Edges : 8406
Number of Edge Types : 5
Retweet : 4311
MentionsInRetweet : 1715
Mentions : 1266
Tweet : 886
Replies to : 228
Self-Loops : 933
Reciprocated Vertex Pair Ratio : 0,0130681818181818
Reciprocated Edge Ratio : 0,0257992148065059
Connected Components : 734
Single-Vertex Connected Components : 418
Maximum Vertices in a Connected Component : 3635
Maximum Edges in a Connected Component : 6057
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6,40813
Graph Density : 0,000218019434665702
Modularity : 0,836105
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5 720 Twitter users whose recent tweets contained "arctic climate", 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 Wednesday, 03 March 2021 at 23:11 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 47-minute period from Wednesday, 24 February 2021 at 04:26 UTC to Wednesday, 03 March 2021 at 22:13 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 Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : arctic climate
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:
[158] https://www.reuters.com/article/us-russia-arctic-satellite/russia-launches-satellite-to-monitor-climate-in-arctic-idUSKCN2AS0A7
[106] https://twitter.com/ASLuhn/status/1363315951127588866
[104] https://phys.org/news/2021-02-record-high-arctic-freshwater-labrador-sea.html
[102] https://act.nrdc.org/letter/5624-af-arctic-21026?source=TWOARCPETAFTK
[99] http://washingtonrealist.blogspot.com/2006/04/robert-mcfarlane-and-breathing-room.html
[91] https://oceana.org/blog/watch-climate-change-melting-arctic-ice-and-threatening-endangered-bowhead-whales?utm_campaign=Engage&utm_content=20210225TWBowheadWhales&utm_source=Twitter&utm_medium=Social&utm_id=Y7gqikLZa2kmLs
[84] http://www.karstenhaustein.com/climate
[72] https://www.reuters.com/article/uk-russia-arctic-satellite-idUKKCN2AS0AC?taid=603bcaec186e2a000182c98c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[71] https://www.vox.com/22295520/climate-change-shipping-russia-china-arctic
[61] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7?taid=603baed3186e2a000182c92c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[16] https://edition.cnn.com/2021/02/28/europe/russia-satellite-climate-arctic-intl/index.html
[13] https://www.reuters.com/article/us-russia-arctic-satellite/russia-launches-satellite-to-monitor-climate-in-arctic-idUSKCN2AS0A7
[12] https://www.newsweek.com/weather-news-polar-votex-arctic-texas-climate-change-1573415
[10] https://www.vox.com/22295520/climate-change-shipping-russia-china-arctic
[9] https://www.cnn.com/2021/02/28/europe/russia-satellite-climate-arctic-intl/index.html?utm_source=dlvr.it&utm_medium=twitter
[7] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7
[6] https://www.nytimes.com/2021/02/22/climate/arctic-refuge-seismic-survey.html?smid=tw-share
[6] https://kottke.org/21/02/climate-crisis-typeface-arctic-sea-ice-extent
[6] https://www.nytimes.com/interactive/2021/02/11/climate/wolverines-climate-change.html?smid=tw-share
[4] http://www.msn.com/en-us/news/world/russia-launches-satellite-to-monitor-climate-in-arctic/ar-BB1e5yoC?ocid=st

Top URLs in Tweet in G2:
[112] https://www.reuters.com/article/us-russia-arctic-satellite/russia-launches-satellite-to-monitor-climate-in-arctic-idUSKCN2AS0A7
[69] https://www.reuters.com/article/uk-russia-arctic-satellite-idUKKCN2AS0AC?taid=603bcaec186e2a000182c98c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[57] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7?taid=603baed3186e2a000182c92c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[42] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7?taid=603b837a7459310001cdf14c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[42] https://www.reuters.com/article/uk-russia-arctic-satellite-idUKKCN2AS0AC?taid=603b9af17459310001cdf1af&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://www.lanl.gov/discover/news-release-archive/2021/February/0224-beaufort-sea.php
[11] https://www.independent.co.uk/news/world/europe/russia-satellite-climate-arctic-b1808725.html?utm_term=Autofeed&utm_medium=Social&utm_content=Echobox&utm_source=Twitter#Echobox=1614520130
[3] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7
[1] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7?taid=603bbe2dc0731c0001227270&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://flipboard.com/@science/climate-change-gv69bl41z?from=share&utm_source=flipboard&utm_medium=share

Top URLs in Tweet in G4:
[34] https://www.washingtonpost.com/climate-environment/2021/02/25/atlantic-ocean-currents-weakening-amoc-gulf-stream/
[3] https://phys.org/news/2021-02-record-high-arctic-freshwater-labrador-sea.html
[1] https://www.reuters.com/article/us-russia-arctic-satellite/russia-launches-satellite-to-monitor-climate-in-arctic-idUSKCN2AS0A7
[1] https://kottke.org/21/02/climate-crisis-typeface-arctic-sea-ice-extent

Top URLs in Tweet in G5:
[16] https://www.state.gov/secretary-blinkens-call-with-norwegian-foreign-minister-soreide/
[11] https://www.state.gov/joint-statement-on-the-united-states-iceland-strategic-dialogue/#.YD618nF6Upo.twitter
[7] https://www.eventbrite.ca/e/our-climate-our-arctic-virtual-youth-conference-registration-141008268527
[7] https://twitter.com/SecBlinken/status/1365449893746245640
[6] https://www.wilsoncenter.org/event/climate-security-risks-arctic
[5] https://twitter.com/usembassyottawa/status/1365032565208408077
[2] https://www.state.gov/
[2] https://twitter.com/StudentsOnIce/status/1365024942505545733
[2] https://www.state.gov/secretary-antony-j-blinken-virtual-discussion-with-students-on-ice/
[2] https://www.economist.com/news/leaders/21721379-current-trends-arctic-will-be-ice-free-summer-2040-arctic-it-known-today

Top URLs in Tweet in G6:
[14] https://www.theguardian.com/us-news/ng-interactive/2020/oct/13/arctic-ice-melting-climate-change-global-warming
[10] https://medium.com/green-and-red-media/texas-freezes-over-cowboy-capitalism-big-oils-spin-machine-and-mutual-aid-23d8090a41cf
[4] https://e360.yale.edu/features/why-drilling-the-arctic-refuge-will-release-a-double-dose-of-carbon
[3] https://www.theguardian.com/environment/2015/jun/12/polar-bears-eat-dolphins-as-arctic-warms
[3] https://www.treehugger.com/polar-bears-narwhals-ice-melts-5114011
[2] https://www.independent.co.uk/climate-change/news/climate-change-breakdown-arctic-frost-thawing-canada-environment-a8959056.html
[2] https://www.independent.co.uk/news/world/americas/climate-change-breakdown-arctic-frost-thawing-canada-environment-a8959056.html?fbclid=IwAR3W8dAHvxIDiazAHu6GC9w0MHmkpv6KLXWhNLj3sJcQTWHZkblPWdUHAOE
[2] https://youtu.be/IB971Vbnyn0
[2] https://twitter.com/ScottDuncanWX/status/1363914472545525763
[2] https://www.theguardian.com/world/2021/feb/24/arctic-ice-loss-forces-polar-bears-to-use-four-times-as-much-energy-to-survive-study

Top URLs in Tweet in G7:
[3] https://www.highnorthnews.com/en/arctic-craters-caused-climate-change
[3] https://polarbearscience.com/2020/01/27/attenboroughs-arctic-betrayal-new-video-reveals-that-terrorizing-young-children-about-climate-began-with-polar-bears/
[2] https://electroverse.net/snow-mass-700-gigatons-above-average-arctic-sea-ice-growth-iceland-volcanoes/
[1] https://www.youtube.com/watch?v=4P4t0p3Yjfg&feature=youtu.be

[1] https://twitter.com/ASLuhn/status/1363315951127588866
[1] https://phys.org/news/2021-02-extreme-antarctica-george-vi-ice.html
[1] https://skepticalscience.com/endorsements.shtml
[1] https://www.metoffice.gov.uk/about-us/press-office/news/weather-and-climate/2021/2020-ends-earths-warmest-10-years-on-record
[1] https://twitter.com/ncdave4life/status/1320957085161607169
[1] https://www.bloomberg.com/news/articles/2021-02-22/first-arctic-navigation-in-february-sends-a-worrying-climate-signal

Top URLs in Tweet in G8:
[72] https://phys.org/news/2021-02-record-high-arctic-freshwater-labrador-sea.html
[40] http://www.nationalgeographic.com/environment/article/6-numbers-define-climate-challenge-in-changing-us
[22] https://www.nationalgeographic.com/science/article/why-ocean-current-critical-to-world-weather-losing-steam-arctic
[13] https://siberiantimes.com/other/others/news/scientists-call-for-urgent-increase-in-monitoring-potentially-explosive-permafrost-heave-mounds/
[10] https://thebarentsobserver.com/en/climate-crisis/2021/03/russian-researchers-average-arctic-temperature-could-increase-20-degs
[9] https://www.theguardian.com/science/2020/oct/27/sleeping-giant-arctic-methane-deposits-starting-to-release-scientists-find
[7] https://thebarentsobserver.com/en/industry-and-energy/2021/01/coal-tycoon-confirms-construction-start-new-taymyr-sea-terminal
[6] https://phys.org/news/2021-02-extreme-antarctica-george-vi-ice.html
[6] https://www.washingtonpost.com/climate-environment/2021/02/25/atlantic-ocean-currents-weakening-amoc-gulf-stream/
[5] https://theconversation.com/climate-change-what-would-4-c-of-global-warming-feel-like-152625?utm_source=twitter&utm_medium=bylinetwitterbutton

Top URLs in Tweet in G9:
[75] http://www.karstenhaustein.com/climate
[34] https://svs.gsfc.nasa.gov/4750
[22] https://arctic.noaa.gov/Report-Card/Report-Card-2020
[22] http://journals.ametsoc.org/doi/10.1175/JCLI-D-17-0436.1
[9] https://iceblog.org/2021/02/26/international-polar-bear-day-only-rapid-emissions-reductions-can-ensure-the-arctic-icons-survive-beyond-2100/
[6] https://twitter.com/Weather_West/status/1364267212115075074
[4] https://edition.cnn.com/2021/02/17/world/siberia-craters-arctic-climate-change-scn/index.html
[3] https://trib.al/cqqRJpX
[2] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[2] https://sites.uci.edu/zlabe/arctic-temperatures/

Top URLs in Tweet in G10:
[13] https://www.themoscowtimes.com/2021/02/28/russia-launches-its-first-arctic-monitoring-satellite-a73097
[1] https://thebarentsobserver.com/en/climate-crisis/2021/03/russian-researchers-average-arctic-temperature-could-increase-20-degs
[1] https://www.reuters.com/article/us-russia-arctic-satellite-idUSKCN2AS0A7?taid=603baed3186e2a000182c92c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.sciencealert.com/a-major-ocean-current-might-be-on-the-verge-of-a-climate-change-tipping-point

Top Domains
Top Domains in Tweet in Entire Graph:
[438] reuters.com
[375] twitter.com
[140] phys.org
[129] theguardian.com
[124] blogspot.com
[119] bloomberg.com
[102] vox.com
[102] nrdc.org
[92] oceana.org
[87] cnn.com

Top Domains in Tweet in G1:
[37] cnn.com
[25] twitter.com
[24] nytimes.com
[23] reuters.com
[13] vox.com
[13] theguardian.com
[12] newsweek.com
[11] msn.com
[8] blogspot.com
[7] co.uk

Top Domains in Tweet in G2:
[326] reuters.com
[12] lanl.gov
[11] co.uk
[1] flipboard.com

Top Domains in Tweet in G4:
[34] washingtonpost.com
[3] phys.org
[1] reuters.com
[1] kottke.org

Top Domains in Tweet in G5:
[31] state.gov
[14] twitter.com
[7] eventbrite.ca
[6] wilsoncenter.org
[4] reuters.com
[2] economist.com
[1] nordiccentre.net

Top Domains in Tweet in G6:
[20] theguardian.com
[10] medium.com
[5] yale.edu
[4] co.uk
[3] treehugger.com
[2] youtu.be
[2] blogspot.com
[2] twitter.com
[1] youtube.com
[1] ncronline.org

Top Domains in Tweet in G7:
[3] highnorthnews.com
[3] polarbearscience.com
[2] twitter.com
[2] electroverse.net
[1] youtube.com
[1] phys.org
[1] skepticalscience.com
[1] gov.uk
[1] bloomberg.com

Top Domains in Tweet in G8:
[78] phys.org
[62] nationalgeographic.com
[17] thebarentsobserver.com
[14] theguardian.com
[13] siberiantimes.com
[7] yale.edu
[6] washingtonpost.com
[5] theconversation.com
[5] twitter.com
[5] nature.com

Top Domains in Tweet in G9:
[75] karstenhaustein.com
[34] nasa.gov
[24] ametsoc.org
[22] noaa.gov
[11] twitter.com
[9] iceblog.org
[7] trib.al
[5] cnn.com
[4] uci.edu
[2] nsidc.org

Top Domains in Tweet in G10:
[13] themoscowtimes.com
[1] thebarentsobserver.com
[1] reuters.com
[1] sciencealert.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[671] arctic
[663] climate
[309] climatechange
[279] climatecrisis
[237] polarbearday
[186] actonclimate
[180] energy
[176] go100re
[172] greennewdeal
[84] climateaction



Top Hashtags in Tweet in G1:
[38] arctic
[26] climatechange
[24] climate
[19] russia
[6] globalwarming
[6] science
[6] climatecrisis
[5] texasfreeze
[5] polarbears
[4] satellite

Top Hashtags in Tweet in G2:
[12] freshwater
[12] climate
[3] russia
[3] arctic
[2] satellite
[1] climatechange
[1] climatecrisis
[1] siberia
[1] wildfires

Top Hashtags in Tweet in G4:
[200] polarbearday
[34] wtpblue
[34] ovearth
[34] onev1
[3] climate

Top Hashtags in Tweet in G5:
[18] arctic
[18] climate
[17] security
[12] eriksensoreide
[11] democracy
[4] unsc
[2] exxonknew
[1] polarbearday

Top Hashtags in Tweet in G6:
[194] climate
[190] climatecrisis
[160] actonclimate
[160] energy
[160] go100re
[156] greennewdeal
[36] climateemergency
[10] texasblackouts
[10] texasfreeze
[9] climateaction

Top Hashtags in Tweet in G7:
[4] climatecrisis
[3] celebrateco2
[3] climate
[2] actonclimate
[2] energy
[2] greennewdeal
[2] go100re
[1] nailedit
[1] arctic
[1] gulfstream

Top Hashtags in Tweet in G8:
[146] climate
[40] arctic
[27] climatechange
[24] keepitintheground
[13] nature
[13] climatecrisis
[8] gretathunberg
[6] gulfstream
[6] antarctica
[6] globalwarming

Top Hashtags in Tweet in G9:
[75] arctic
[8] climatechange
[7] climateaction
[7] climate
[7] polarbearday
[3] internationalpolarbearday
[3] biodiversity
[2] cop26
[2] itspossible
[2] ndcswewant

Top Hashtags in Tweet in G10:
[2] climate
[1] arctic
[1] actonclimate
[1] energy
[1] climatecrisis
[1] greennewdeal
[1] go100re
[1] rt
[1] polarbearday

Top Words
Top Words in Tweet in Entire Graph:
[5402] arctic
[4442] climate
[2168] change
[1387] ice
[984] sea
[870] satellite
[865] russia
[745] monitor
[690] #climate
[679] #arctic

Top Words in Tweet in G1:
[377] arctic
[334] climate
[142] satellite
[132] russia
[131] monitor
[118] launches
[115] change
[84] ice
[54] sea
[45] polar

Top Words in Tweet in G2:
[355] arctic
[347] climate
[337] russia
[337] monitor
[336] satellite
[250] launches
[87] launched
[64] environment
[61] arktika
[58] space

Top Words in Tweet in G3:
[291] sakusa
[291] like
[291] arctic
[291] monkeys
[291] atsumu
[291] yeah
[291] climate
[291] change
[291] problem

Top Words in Tweet in G4:
[434] change
[238] climate
[238] arctic
[234] ice
[200] happy
[200] #polarbearday
[200] threatens
[200] survival
[200] rate
[200] sheets

Top Words in Tweet in G5:
[329] canada
[239] arctic
[232] climate
[205] change
[182] security
[174] important
[163] relationship
[163] grateful
[163] 200
[163] personnel

Top Words in Tweet in G6:
[546] arctic
[196] #climate
[191] #climatecrisis
[171] things
[161] happening
[160] #actonclimate
[160] #energy
[160] #go100re
[159] time
[156] stay

Top Words in Tweet in G7:
[41] arctic
[38] climate
[19] ice
[18] dawntj90
[16] thedisproof
[14] fauntleroy1934
[14] jamz129
[11] roypentland
[10] geraldkutney
[10] bridgetholmstro

Top Words in Tweet in G8:
[209] arctic
[186] climate
[178] ocean
[162] freshwater
[147] #climate
[144] alter
[119] sea
[98] europe
[85] water
[76] beaufort

Top Words in Tweet in G9:
[121] arctic
[120] ice
[119] sea
[115] climate
[107] striking
[102] temperature
[89] cold
[79] change
[76] warm
[76] pattern

Top Words in Tweet in G10:
[204] polar
[180] bear
[180] species
[158] climate
[150] arctic
[91] ice
[91] threatens
[90] listed
[90] threatened
[90] 2008

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1873] climate,change
[646] monitor,climate
[591] sea,ice
[550] satellite,monitor
[531] climate,arctic
[465] russia,launches
[419] arctic,ice
[414] launches,satellite
[303] arctic,monkeys
[297] like,arctic

Top Word Pairs in Tweet in G1:
[118] monitor,climate
[110] satellite,monitor
[109] climate,change
[108] russia,launches
[102] climate,arctic
[102] launches,satellite
[38] sea,ice
[26] arctic,sea
[21] polar,bears
[21] climate,environment

Top Word Pairs in Tweet in G2:
[337] monitor,climate
[277] climate,arctic
[274] satellite,monitor
[248] russia,launches
[219] launches,satellite
[87] russia,launched
[64] climate,environment
[64] environment,arctic
[58] space,satellite
[58] satellite,arktika

Top Word Pairs in Tweet in G3:
[291] sakusa,like
[291] like,arctic
[291] arctic,monkeys
[291] monkeys,atsumu
[291] atsumu,yeah
[291] yeah,climate
[291] climate,change
[291] change,problem

Top Word Pairs in Tweet in G4:
[234] climate,change
[200] happy,#polarbearday
[200] #polarbearday,climate
[200] change,threatens
[200] threatens,survival
[200] survival,rate
[200] rate,arctic
[200] arctic,ice
[200] ice,sheets
[200] sheets,shrinks

Top Word Pairs in Tweet in G5:
[204] climate,change
[163] canada,relationship
[163] relationship,important
[163] important,grateful
[163] grateful,200
[163] 200,personnel
[163] personnel,embassy
[163] embassy,consulates
[163] consulates,canada
[163] canada,dedicated

Top Word Pairs in Tweet in G6:
[156] arctic,stay
[156] stay,arctic
[156] arctic,terrifying
[156] terrifying,things
[156] things,happening
[156] happening,arctic
[156] arctic,planet
[156] planet,time
[156] time,waste
[156] waste,#actonclimate

Top Word Pairs in Tweet in G7:
[8] nogo_1965,jamz129
[8] bailfund_brawl,alshalloway
[8] alshalloway,joetheatheistp
[8] joetheatheistp,insane_voice
[8] insane_voice,bradpkeyes
[8] bradpkeyes,fauntleroy1934
[8] fauntleroy1934,dawntj90
[8] dawntj90,joedieseldodge
[8] joedieseldodge,badgersno
[8] badgersno,fknsavages27

Top Word Pairs in Tweet in G8:
[80] arctic,ocean
[72] europe,climate
[72] climate,alter
[72] alter,rapidly
[72] rapidly,freshwater
[72] freshwater,content
[72] content,beaufort
[72] beaufort,sea
[72] sea,largest
[72] largest,arctic

Top Word Pairs in Tweet in G9:
[117] sea,ice
[76] climate,change
[75] warm,arctic
[75] arctic,cold
[73] month's,striking
[73] striking,warm
[73] cold,continent
[73] continent,pattern
[73] pattern,temperature
[73] temperature,anomalies

Top Word Pairs in Tweet in G10:
[180] polar,bear
[90] bear,listed
[90] listed,threatened
[90] threatened,species
[90] species,2008
[90] 2008,sea
[90] sea,ice
[90] ice,loss
[90] loss,attributed
[90] attributed,warming

Top Replied-To
Top Replied-To in Entire Graph:
@reuters
@scripps_ocean
@notrickszone
@ecowarriorss
@stevens_carl
@cmdr_hadfield
@ken_w_peartree
@eriksolheim
@jeannin55385803

Top Replied-To in G1:
@thealtaiproject

Top Replied-To in G2:
@reuters
@pigottp
@independent

Top Replied-To in G4:
@bradbeauregardj

Top Replied-To in G5:
@studentsonice
@nnus
@climateenvoy

Top Replied-To in G6:
@eriksolheim
@mikeokuda
@rythmol81
@barackobama
@sethhorstmeyer

Top Replied-To in G7:
@stevens_carl
@roypentland
@jeannin55385803
@keillerdon
@ancistroneura
@kenneth72712993
@bubbasranch
@thinks_about_it
@chrismartzwx
@mikedel21893959

Top Replied-To in G8:
@ecowarriorss

Top Replied-To in G9:
@viewfrom33
@oecd_env
@cnn

Top Replied-To in G10:
@nowthisnews

Top Mentioned
Top Mentioned in Entire Graph:
@nrdc_af
@alaskawild
@roscosmos
@vp
@juliettekayyem
@nasahyperwall
@lukewbarratt
@islahms
@teamshrub
@secblinken

Top Mentioned in G1:
@postislamabad

Top Mentioned in G2:
@reuters
@rt_com
@robspiked
@flipboard
@kremlinrussia_e

Top Mentioned in G5:
@secblinken
@studentsonice
@statedept
@nato
@mfaiceland
@climateenvoy
@wilson
@polarinstitute
@canadainstitute
@theeconomist

Top Mentioned in G6:
@climatechange
@justintrudeau
@salsabilakhrns_
@stonekettle
@jonathanwnv
@oceans_north
@barackobama

Top Mentioned in G7:
@dawntj90
@thedisproof
@jamz129
@bridgetholmstro
@sharksandwhich
@kctaz
@geraldkutney
@climatehope2
@medbennett

Top Mentioned in G8:
@naturecomms
@naturegeosci
@natureclimate
@nature
@rnd_de
@ecowarriorss

Top Mentioned in G9:
@nasahyperwall
@nsidc
@iceblogger
@un
@wwf
@nsf
@khayhoe
@wwf_arctic
@agms00
@polarbears

Top Mentioned in G10:
@nowthisnews

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@filafresh
@rashidaldosari
@cowboyscifibot
@zyiteblog
@phildecarolis
@mlnangalama
@monicasloves
@solutioneer72
@moonbootica

Top Tweeters in G1:
@zyiteblog
@jenkers_en
@israelnewslinks
@strawberryng
@new_narrative
@sabcnews
@dev_discourse
@isearch247
@mrkalman
@ahmadnormaulana

Top Tweeters in G2:
@moonbootica
@independent
@gus_802
@habbradley
@reuters
@reneevoicebrand
@therezafontoura
@curiocat13
@dragontauro
@nozakitakehide

Top Tweeters in G3:
@kurootsukkl
@thisisviewth
@cintentacion
@mc2476
@xhoerochimarux
@0nejeno
@bot_cult
@liumacchiato
@gumiarc
@siriuslyyuliy

Top Tweeters in G4:
@monicasloves
@scheerenberger
@brontyman
@sevenbowie
@missesbun
@teresamac2009
@hettivong
@gryphonmom
@aviflygirl
@hrhstillstacie

Top Tweeters in G5:
@rashidaldosari
@solutioneer72
@k1a1zzz
@johangreg
@wadakashiho
@gwydion620
@lalojimjuarez
@deemoney521
@jinxy_minxy
@bangtanourstars

Top Tweeters in G6:
@drdaveanddee
@chrisbrey1
@dgendvil
@carrybeyond
@melissajpeltier
@albertarabbit
@beverlyfolkers
@joshollegien
@msdixiediva8253
@carstarr6

Top Tweeters in G7:
@stredni_trida
@tokyo_tom
@carter7raymond
@halleverkehrt
@neasdenparade
@anthea_bailey
@rogerxmathew
@103blinddog
@dunvirkin
@climatedepot

Top Tweeters in G8:
@arriadna
@funnagan
@mr_spock
@ironfalcon77
@cindyceemerson
@ht4ecosocialism
@shambles151
@barryhallphd
@swentol
@geomysl

Top Tweeters in G9:
@ken_crichlow
@markplackett1
@shirfire218
@wwf
@eloycam2012
@pmo_w
@cnn
@artificialbra1n
@joaniegentian
@andybrwn

Top Tweeters in G10:
@filafresh
@yarosisnancy
@beverly21811568
@jjj5819
@micjojd
@noybsk2017
@zahrahmusa
@mini_bubbly
@heather941001
@egeavcioglu


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