#arctic, Twitter, 1/6/2021 1:24:00 PM, 244968


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#arctic Twitter NodeXL SNA Map and Report for keskiviikko, 06 tammikuuta 2021 at 12.56 UTC
#arctic Twitter NodeXL SNA Map and Report for keskiviikko, 06 tammikuuta 2021 at 12.56 UTC
From:
mihkal
Uploaded on:
January 06, 2021
Short Description:
#arctic via NodeXL https://bit.ly/3q0wlr3
@zlabe
@kevpluck
@rockfordw
@think_or_swim
@nsidc
@wwf
@chriscartw83
@rgatess
@baby_leo_bill
@diebo37

Top hashtags:
#arctic
#climatechange
#climateemergency
#climatecrisis
#globalwarming
#gretathunberg
#seaice
#norway
#uscg

Description:
Description
The graph represents a network of 3 462 Twitter users whose recent tweets contained "#arctic", 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, 06 January 2021 at 13:18 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 57-minute period from Tuesday, 29 December 2020 at 17:48 UTC to Wednesday, 06 January 2021 at 12:46 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 : 3462
Unique Edges : 5884
Edges With Duplicates : 1470
Total Edges : 7354
Number of Edge Types : 5
Retweet : 3378
MentionsInRetweet : 2635
Replies to : 61
Mentions : 649
Tweet : 631
Self-Loops : 668
Reciprocated Vertex Pair Ratio : 0,0182469304229195
Reciprocated Edge Ratio : 0,0358398928152738
Connected Components : 350
Single-Vertex Connected Components : 172
Maximum Vertices in a Connected Component : 2643
Maximum Edges in a Connected Component : 6328
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4,712855
Graph Density : 0,000498331578197998
Modularity : 0,717071
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3 462 Twitter users whose recent tweets contained "#arctic", 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, 06 January 2021 at 13:18 UTC.

The tweets in the network were tweeted over the 7-day, 18-hour, 57-minute period from Tuesday, 29 December 2020 at 17:48 UTC to Wednesday, 06 January 2021 at 12:46 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 : #arctic
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:
[162] https://sites.uci.edu/zlabe/arctic-temperatures/
[124] http://nsidc.org/arcticseaicenews/2021/01/ho-ho-ho-hum-december/
[94] http://www.karstenhaustein.com/climate
[68] https://www.protectthearctic.org/
[65] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[60] https://arcticwwf.org/newsroom/stories/2020-conservation-wins-for-the-arctic/
[54] http://e.pc.cd/jXSotalK
[51] https://lynnemorley.blogspot.com/2020/07/svalbard.html
[39] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[37] https://scitechdaily.com/scientists-tracked-arctic-animals-movement-patterns-for-three-decades-this-is-what-they-found/

Top URLs in Tweet in G1:
[149] https://sites.uci.edu/zlabe/arctic-temperatures/
[121] http://nsidc.org/arcticseaicenews/2021/01/ho-ho-ho-hum-december/
[86] http://www.karstenhaustein.com/climate
[55] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[32] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[5] https://www.kpcw.org/post/finding-out-why-2020-was-record-arctic-sea-ice-melt-year-scientist-walt-meier#stream/0
[4] https://nsidc.org/arcticseaicenews/
[4] https://www.youtube.com/watch?v=gD89hfPh4vY&feature=youtu.be

[3] https://data.giss.nasa.gov/gistemp/faq/
[3] https://www.coursera.org/specializations/arctic-climate-environment-geographies/?utm_medium=email&utm_source=other&utm_campaign=s12nlaunch~notifications.auto.7izVfAQ3EeulPBJomK7E8Q

Top URLs in Tweet in G2:
[9] http://www.thinkorswim.ie/where-greenwashing-meet-brainwashing/
[9] http://www.thinkorswim.ie/epic-arctic-meltdown-portends-radically-altered-future/
[9] http://www.thinkorswim.ie/agri-emissions-plan-a-roadmap-to-nowhere/
[4] https://www.severe-weather.eu/global-weather/arctic-circle-unusual-temperature-wave-january-2021-fa/
[3] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[2] https://theconversation.com/the-hopeful-return-of-polar-whales-151487?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://sites.uci.edu/zlabe/arctic-temperatures/
[2] https://www.wired.com/story/beautiful-yet-unnerving-photos-of-the-arctic-getting-greener/?utm_campaign=dashhudson&utm_medium=referral&utm_source=instagram&utm_content=www.instagram.com/p/CIiMtWqAtUI/
[1] https://earthobservatory.nasa.gov/images/147746/the-long-decline-of-arctic-sea-ice
[1] https://hkvalidate.perfdrive.com/?ssa=953d4bd5-ce67-432f-b772-93805640cdc4&ssb=59705217404&ssc=https%3A%2F%2Fiopscience.iop.org%2Farticle%2F10.1088%2F1748-9326%2Faade56&ssi=b419889b-8427-4f48-ad91-b78292953bef&ssk=support@shieldsquare.com&ssm=19818092628190077102327713785243&ssn=7d5d20a0a359f252700ecc4b739fe7c893e16bd42b0f-afb3-4db0-9ac0e8&sso=e1f5c6bb-a9fec6605fca2ea8b9dfca18f27df050961b07c8424d8c20&ssp=80815633911609900033160993691452235&ssq=13857333799556031560437995181675249958811&ssr=ODguMTE0LjIyMy4xODA=&sst=SMRF%20URL%20Expander&ssv=&ssw=

Top URLs in Tweet in G3:
[18] https://arctic-council.org/
[17] https://www.navy.mil/Press-Office/Press-Releases/display-pressreleases/Article/2463000/department-of-the-navy-releases-strategic-blueprint-for-a-blue-arctic/
[16] https://www.highnorthnews.com/nb/node/52021
[14] https://arctic-council.org/en/news/preparing-for-emergency-with-eppr-and-arctic-coast-guard-forum/
[13] https://www.edx.org/course/arctic-security-fundamentals
[11] https://twitter.com/CanGeographers/status/1344121134472515584
[10] https://www.arctictoday.com/three-things-a-biden-administration-can-do-right-away-to-refocus-us-arctic-policy/
[9] https://www.linkedin.com/slink?code=giPyAQV
[9] https://www.mdpi.com/2076-3263/11/1/21/htm
[8] https://polarjournal.ch/en/2020/12/30/drift-ice-stations-are-russian-tradition/

Top URLs in Tweet in G4:
[12] https://www.murkowski.senate.gov/press/release/murkowski-applauds-senate-passage-of-ndaa
[8] https://twitter.com/keinea49/status/1344362955064946688
[8] https://www.severe-weather.eu/global-weather/arctic-circle-unusual-temperature-wave-january-2021-fa/
[7] http://www.guyonclimate.com/2020/12/28/extreme-temperature-diary-monday-december-28th-2020-main-topic-this-years-dire-report-on-the-arctic/
[7] https://112.international/society/watching-earth-burn-57863.html
[5] https://www.change.org/p/u-s-fish-and-wildlife-service-stop-arctic-drilling-save-polar-bears?recruiter=13493222&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=6a7a9a7fd0774850bd7fdb6fc4bbe87f&recruited_by_id=b62736e0-d283-012f-a09a-40401fa5e37a&pt=AVBldGl0aW9uACTrkQEAAAAAX%2BvyHfi95rBhNzlkYjNmZA%3D%3D
[4] https://www.theguardian.com/environment/2021/jan/05/trump-arctic-national-wildlife-refuge-lease-sales
[4] https://twitter.com/USCG/status/1346456660483710976
[3] https://www.cnbc.com/2020/12/04/trump-rushes-drilling-in-arctic-wildlife-reserve-before-biden-takes-office.html
[3] https://twitter.com/twistedblaster/status/1344722080529485825

Top URLs in Tweet in G5:
[5] https://www.theguardian.com/environment/2021/jan/05/trump-arctic-national-wildlife-refuge-lease-sales
[3] https://www.theguardian.com/environment/2021/jan/05/trump-arctic-national-wildlife-refuge-lease-sales?CMP=share_btn_tw
[3] https://www.theguardian.com/environment/2021/jan/05/trump-arctic-national-wildlife-refuge-lease-sales?CMP=Share_iOSApp_Other
[3] https://watchourcity.com/ap-news/judge-allows-oil-gas-lease-sales-in-alaskas-arctic-refuge/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[2] https://www.etsy.com/VintageStyleEst/listing/742105164/vintage-long-fox-fur-collar-white?ref=shop_home_active_1
[2] https://www.etsy.com/VintageStyleEst/listing/774612014/vintage-fox-fur-collar-white-genuine-fur?ref=shop_home_active_9
[2] https://fineartamerica.com/profiles/pomata?tab=artworkgalleries&artworkgalleryid=757419
[2] https://earther.gizmodo.com/7-graphics-that-show-why-the-arctic-is-in-trouble-1845866399
[2] https://e360.yale.edu/digest/study-of-growth-rings-in-tundra-shrubs-reveals-spread-of-arctic-browning
[2] https://www.noaa.gov/media-release/sea-ice-loss-and-extreme-wildfires-mark-another-year-of-arctic-change

Top URLs in Tweet in G6:
[10] https://twitter.com/USNavyEurope/status/1344203707102195714
[5] https://atlantic-forum.com/content/northern-flank-natos-emerging-role-arctic
[5] https://www.navy.mil/Press-Office/Press-Releases/display-pressreleases/Article/2463000/department-of-the-navy-releases-strategic-blueprint-for-a-blue-arctic/
[4] https://atlantic-forum.com/content/arctic-eu-and-nato-should-work-closely-together
[2] https://twitter.com/USCG/status/1346456660483710976
[2] https://twitter.com/usnavyeurope/status/1344203707102195714
[1] https://atlantic-forum.com/node/4316
[1] https://atlantic-forum.com/atlantica-views
[1] https://www.portandterminal.com/maritime-image-of-the-day-uscg-cutter-polar-star-in-action/
[1] https://content.govdelivery.com/accounts/USDHSCG/bulletins/2b33512?reqfrom

Top URLs in Tweet in G7:
[8] https://rpujolviven.blogspot.com/2012/08/the-finish-of-north-pole-ice-can.html
[5] https://twitter.com/ZLabe/status/1345374190291992577
[5] https://rpujolviven.blogspot.com/2013/01/really-are-temperatures-stopping-its.html
[5] https://rpujolvives.blogspot.com/2014/03/labsolutisme-un-gen-mes-del-esser-huma.html
[4] https://rpujolviven.blogspot.com/2013/10/after-storm-will-always-be-calm.html
[4] https://www.theguardian.com/us-news/2020/oct/15/arctic-solastalgia-climate-crisis-inuit-indigenous?CMP=share_btn_tw
[4] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[3] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[3] https://twitter.com/CarbonBubble/status/1346749777791356929
[3] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html

Top URLs in Tweet in G8:
[50] https://lynnemorley.blogspot.com/2020/07/svalbard.html
[36] https://scitechdaily.com/scientists-tracked-arctic-animals-movement-patterns-for-three-decades-this-is-what-they-found/
[4] https://scitechdaily.com/exploring-earth-from-space-rovaniemi-lapland-video/

Top URLs in Tweet in G9:
[5] https://www.goarctica.com/
[3] https://www.loveproperty.com/gallerylist/104795/inside-this-abandoned-house-on-a-norwegian-island-in-the-arctic-circle
[2] https://vimeo.com/494190080
[1] https://sites.uci.edu/zlabe/arctic-temperatures/

Top URLs in Tweet in G10:
[67] https://www.protectthearctic.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[266] uci.edu
[234] twitter.com
[128] nsidc.org
[124] perfdrive.com
[108] blogspot.com
[94] karstenhaustein.com
[78] protectthearctic.org
[69] arcticwwf.org
[63] arctic-council.org
[62] theguardian.com

Top Domains in Tweet in G1:
[236] uci.edu
[125] nsidc.org
[120] perfdrive.com
[86] karstenhaustein.com
[12] twitter.com
[5] kpcw.org
[4] youtube.com
[3] nasa.gov
[3] coursera.org
[2] cnn.com

Top Domains in Tweet in G2:
[27] thinkorswim.ie
[6] uci.edu
[4] severe-weather.eu
[2] theconversation.com
[2] twitter.com
[2] wired.com
[1] nasa.gov
[1] perfdrive.com
[1] nsidc.org
[1] karstenhaustein.com

Top Domains in Tweet in G3:
[65] twitter.com
[60] arctic-council.org
[40] rcinet.ca
[29] highnorthnews.com
[18] navy.mil
[15] polarjournal.ch
[14] arctictoday.com
[13] edx.org
[12] themoscowtimes.com
[11] gpwx.news

Top Domains in Tweet in G4:
[23] twitter.com
[12] senate.gov
[8] severe-weather.eu
[7] guyonclimate.com
[7] 112.international
[7] worldwildlife.org
[6] change.org
[5] theguardian.com
[5] bloomberg.com
[3] cnbc.com

Top Domains in Tweet in G5:
[31] twitter.com
[13] theguardian.com
[6] etsy.com
[6] blogspot.com
[5] apple.com
[4] watchourcity.com
[3] instagram.com
[3] nytimes.com
[3] protectthearctic.org
[3] onegreenplanet.org

Top Domains in Tweet in G6:
[14] twitter.com
[11] atlantic-forum.com
[5] navy.mil
[1] portandterminal.com
[1] govdelivery.com
[1] uci.edu
[1] washingtonpost.com

Top Domains in Tweet in G7:
[36] blogspot.com
[13] twitter.com
[9] uci.edu
[6] yle.fi
[5] theguardian.com
[3] yale.edu
[3] phys.org
[3] springer.com
[2] bloomberg.com
[2] nationalgeographic.com

Top Domains in Tweet in G8:
[50] blogspot.com
[40] scitechdaily.com

Top Domains in Tweet in G9:
[5] goarctica.com
[3] loveproperty.com
[2] vimeo.com
[1] uci.edu

Top Domains in Tweet in G10:
[67] protectthearctic.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4335] arctic
[617] climatechange
[614] climateemergency
[255] climatecrisis
[234] globalwarming
[215] gretathunberg
[164] seaice
[155] norway
[123] uscg
[104] antarctica



Top Hashtags in Tweet in G1:
[970] arctic
[98] climateemergency
[85] seaice
[73] siberia
[71] climatechange
[56] akwx
[48] climatecrisis
[40] gretathunberg
[35] globalwarming
[22] climatechangeisreal

Top Hashtags in Tweet in G2:
[517] arctic
[464] climateemergency
[19] climatechange
[16] gretathunberg
[14] climatecrisis
[12] climate
[10] globalwarming
[6] antarctica
[5] temperatures
[4] co2

Top Hashtags in Tweet in G3:
[535] arctic
[49] russia
[48] climatechange
[30] indigenous
[24] nunavut
[18] science
[17] climate
[16] canada
[16] arcticcouncil
[16] globalwarming

Top Hashtags in Tweet in G4:
[215] arctic
[65] climatecrisis
[45] africa
[41] climatechange
[27] wildlife
[27] climateaction
[20] climate
[18] environment
[12] gretathunberg
[11] science

Top Hashtags in Tweet in G5:
[218] arctic
[29] climatechange
[15] environment
[13] alaska
[10] russia
[10] trump
[9] methane
[8] nature
[8] winter
[8] animals

Top Hashtags in Tweet in G6:
[188] arctic
[110] uscg
[48] mondaymotovation
[46] usnavyeuropeafrica2020
[45] allies
[10] freeandopenarctic
[5] navy
[4] sundayreads
[4] eu
[4] coast

Top Hashtags in Tweet in G7:
[218] arctic
[149] climatechange
[136] gretathunberg
[128] globalwarming
[95] climatecrisis
[51] antarctica
[37] climateaction
[26] temperatures
[26] canada
[20] co2

Top Hashtags in Tweet in G8:
[90] arctic
[50] svalbard
[50] spitzbergen
[50] hurtigruten
[50] longyearbyen
[50] moffenisland
[50] nyalesund
[50] magdalenafjord
[50] 80thparralel
[50] polarbears

Top Hashtags in Tweet in G9:
[117] arctic
[104] norway
[36] nature
[26] amazing
[26] bucketlist
[26] northernnorway
[26] nordland
[24] travel
[24] winter
[19] mountains

Top Hashtags in Tweet in G10:
[67] protectthearctic
[67] arctic

Top Words
Top Words in Tweet in Entire Graph:
[4344] #arctic
[1016] normal
[993] 24ºc
[942] ice
[905] arctic
[875] sea
[818] 2020
[691] average
[627] #climatechange
[617] #climateemergency

Top Words in Tweet in G1:
[971] #arctic
[575] sea
[574] ice
[459] 2020
[444] average
[432] extent
[341] record
[320] km
[316] 000
[291] lowest

Top Words in Tweet in G2:
[926] normal
[922] 24ºc
[517] #arctic
[464] #climateemergency
[461] north
[461] pole
[461] misprint
[461] ready
[461] blow
[461] ht

Top Words in Tweet in G3:
[533] #arctic
[212] arctic
[73] council
[63] 2021
[61] ice
[52] work
[50] #climatechange
[49] #russia
[47] region
[46] change

Top Words in Tweet in G4:
[219] #arctic
[194] oil
[90] stronghold
[71] arctic
[69] #climatecrisis
[61] polar
[54] region
[52] bears
[52] main
[46] hundreds

Top Words in Tweet in G5:
[217] #arctic
[48] arctic
[29] #climatechange
[23] oil
[22] refuge
[20] ice
[15] #environment
[14] fur
[13] #alaska
[12] national

Top Words in Tweet in G6:
[188] #arctic
[111] polar
[111] star
[110] #uscg
[110] cutter
[104] operations
[64] heavy
[60] encountered
[60] seas
[60] gulf

Top Words in Tweet in G7:
[218] #arctic
[150] #climatechange
[139] 2021
[137] incredible
[136] #gretathunberg
[128] #globalwarming
[123] average
[96] #climatecrisis
[79] 01
[75] 20c

Top Words in Tweet in G8:
[90] #arctic
[50] svalbard
[50] spitsbergen
[50] fascinating
[50] place
[50] visit
[50] lucky
[50] polar
[50] bears
[50] #svalbard

Top Words in Tweet in G9:
[117] #arctic
[104] #norway
[60] photo
[59] northern_norway
[47] wow
[36] #nature
[26] #amazing
[26] #bucketlist
[26] #northernnorway
[26] b_ubiquitous

Top Words in Tweet in G10:
[67] january
[67] arctic
[67] national
[67] wildlife
[67] refuge
[67] sold
[67] oil
[67] drilling
[67] 600
[67] 000

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[993] 24ºc,normal
[664] sea,ice
[509] north,pole
[500] normal,#climateemergency
[497] #arctic,north
[497] pole,24ºc
[496] normal,misprint
[496] misprint,24ºc
[496] #climateemergency,ready
[496] ready,blow

Top Word Pairs in Tweet in G1:
[480] sea,ice
[357] ice,extent
[339] #arctic,sea
[316] 000,km
[235] lowest,record
[169] temperatures,#arctic
[148] average,temperatures
[140] extent,averaged
[140] updated,2020
[121] year's,#arctic

Top Word Pairs in Tweet in G2:
[922] 24ºc,normal
[462] normal,#climateemergency
[461] #arctic,north
[461] north,pole
[461] pole,24ºc
[461] normal,misprint
[461] misprint,24ºc
[461] #climateemergency,ready
[461] ready,blow
[461] blow,ht

Top Word Pairs in Tweet in G3:
[46] arctic,council
[26] sea,ice
[23] #arctic,strategy
[20] arctic,states
[20] #indigenous,peoples
[19] russia,plans
[19] oil,gas
[18] #arctic,undergoing
[18] undergoing,rapid
[18] rapid,change

Top Word Pairs in Tweet in G4:
[52] polar,bears
[45] depths,deepest
[45] deepest,#africa
[45] #africa,stronghold
[45] stronghold,elephants
[45] elephants,mined
[45] mined,hundreds
[45] hundreds,oil
[45] oil,wells
[45] wells,canadian

Top Word Pairs in Tweet in G5:
[7] national,wildlife
[7] #arctic,refuge
[7] #arctic,national
[7] drillers,strike
[6] arctic,refuge
[6] wildlife,refuge
[6] refuge,oil
[6] oil,gas
[6] jjfh,event
[6] event,update

Top Word Pairs in Tweet in G6:
[111] polar,star
[109] cutter,polar
[108] #uscg,cutter
[60] star,encountered
[60] encountered,heavy
[60] heavy,seas
[60] seas,gulf
[60] gulf,alaska
[60] alaska,#arctic
[60] #arctic,patrol

Top Word Pairs in Tweet in G7:
[102] #climatechange,#globalwarming
[102] #globalwarming,#gretathunberg
[79] 01,2021
[75] 20c,average
[65] 2021,#arctic
[55] experiencing,hot
[55] hot,blobs
[55] blobs,20c
[55] average,wow
[55] map,incredible

Top Word Pairs in Tweet in G8:
[50] svalbard,spitsbergen
[50] spitsbergen,fascinating
[50] fascinating,place
[50] place,visit
[50] visit,lucky
[50] lucky,polar
[50] polar,bears
[50] bears,#svalbard
[50] #svalbard,#spitzbergen
[50] #spitzbergen,#hurtigruten

Top Word Pairs in Tweet in G9:
[52] #norway,#arctic
[31] #arctic,northern_norway
[26] #amazing,#bucketlist
[26] #norway,#nordland
[26] #nordland,#arctic
[22] #bucketlist,#travel
[22] #travel,#northernnorway
[22] #northernnorway,#norway
[22] #norway,#nature
[22] #nature,#arctic

Top Word Pairs in Tweet in G10:
[67] january,arctic
[67] arctic,national
[67] national,wildlife
[67] wildlife,refuge
[67] refuge,sold
[67] sold,oil
[67] oil,drilling
[67] drilling,600
[67] 600,000
[67] 000,signatures

Top Replied-To
Top Replied-To in Entire Graph:
@jackthelad1947
@icenav57
@klausdodds
@dbirch214
@adoolan34
@mcenterdrexel
@jaymebeanauthor
@exnerpirot
@animallucha
@lovenegan

Top Replied-To in G1:
@assaadrazzouk

Top Replied-To in G3:
@icenav57
@klausdodds
@mcenterdrexel
@exnerpirot
@agnicoeagle
@warinstitute
@comd_rcn_34
@usaporusski
@secpompeo
@arcticcouncil

Top Replied-To in G4:
@jackthelad1947
@biancajagger
@lisamurkowski
@michaelemann
@mlkristola
@climatereality

Top Mentioned
Top Mentioned in Entire Graph:
@kevpluck
@nsidc
@scottduncanwx
@climatologist49
@northern_norway
@faceitarctic
@zlabe
@iarc_alaska
@copernicuseu
@i_ameztoy

Top Mentioned in G1:
@nsidc
@scottduncanwx
@climatologist49
@zlabe
@knomnews
@iarc_alaska
@kevpluck
@osisaf
@nasa
@kpcwgreenearth

Top Mentioned in G2:
@kevpluck
@think_or_swim
@nsidc
@conversationuk
@climatologist49
@zlabe
@knomnews
@iarc_alaska
@scottduncanwx

Top Mentioned in G3:
@secpompeo
@buchananliz
@moscowtimes
@eppr_arctic
@arcticcouncil
@discovermag
@polarinstitute
@burkeryanp
@warinstitute
@sdwg_chair

Top Mentioned in G4:
@gretathunberg
@michaelemann
@shicooks
@neurozoinnovat1
@ristori20
@kashthefuturist
@adamrogers2030
@reclaimanglesea
@debraruh
@hanslak

Top Mentioned in G5:
@_oscience
@nosbrocks
@asianjplantsci

Top Mentioned in G6:
@nato
@filipwalczak10
@atlforum
@_karoline28
@altingetdk
@uni_copenhagen
@delportugalnato
@dk_nato
@usnavyeurope
@gaeslan

Top Mentioned in G7:
@nowthisnews
@mvollmer1
@nicochan33
@frronconi
@labordeolivier
@shicooks
@kanezadiane
@expertsrock
@lovesartdeco
@anand_narang

Top Mentioned in G9:
@northern_norway
@b_ubiquitous
@visitvesteralen
@presserom
@lofotenlights
@visitsvalbard
@lovepropertyuk
@filmmusicio

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@56perumal
@w_angels_wings
@independent
@joepranaitis
@k1a1zzz
@_redfrog
@edjlazar
@wildwillow65
@angelakorras

Top Tweeters in G1:
@edjlazar
@ken_crichlow
@markplackett1
@murfad
@60sparkle
@leel06lee
@dian_simplethin
@artytrace
@flightbomb
@cnn

Top Tweeters in G2:
@angelakorras
@mjgarciakcmo
@andreakirwan
@pauljimerson
@michael_kunz
@owenblacker
@injtokyo
@berle49
@dallas4bernie
@bel_nagy

Top Tweeters in G3:
@businessinsider
@reuters
@dwatchnews
@keithmfitz
@bquest_shipsco_
@xaipe3
@swentol
@apexnerd
@americanwoman8
@ap

Top Tweeters in G4:
@cberrl
@dovewoman1
@albertarabbit
@charluv2011
@amazingchevvolt
@gezgintrk
@all100senators
@antonio22201467
@kirillklip
@shicooks

Top Tweeters in G5:
@wavetossed
@ampomata
@igor2691
@iramey
@vinepsychic
@mediapython
@mixdevil66
@rs_sputnik
@winsontang
@amcuriousnj

Top Tweeters in G6:
@k1a1zzz
@wadakashiho
@tres444
@adekleine
@nmharley2
@kulganofcrydee
@lglwry
@riyadhalrifai
@andytoronto
@chuckdalldorf

Top Tweeters in G7:
@ssxman2
@nicochan33
@capatosta122
@ironfalcon77
@bprophetable
@financialtimes
@alfred996
@epuujee
@lcby
@biobaby19

Top Tweeters in G8:
@paul_cude
@w_angels_wings
@joepranaitis
@tudortweep
@crystalseries
@pennilessscribe
@dougjcooper
@chrisderrick1
@semrasevimli44
@bigtickhk

Top Tweeters in G9:
@barin_moon
@mrkalman
@manuelamravlak
@gabrielanthonyp
@shlingdong
@theeliselise
@uhelenki
@clorescat
@balmitgerea
@flowerfaedundee

Top Tweeters in G10:
@louisxperfctnow
@doieswrld
@_demonomania_
@karoukksj
@traveleroftheu1
@at_suga
@natheerahhh
@iamletiziav
@ao3aviendha
@m1ndofmind


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