Arctic, Twitter, 3/18/2019 10:14:20 PM, 190818
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Arctic_2019-03-18_10-49-38.xlsx
Arctic_2019-03-18_10-49-38.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
March 18, 2019
Short Description:
Arctic via NodeXL http://bit.ly/2TNs5zi
@ferrisjabr
@wiredscience
@pauledawson
@zlabe
@bestmusiclyric
@billmckibben
@hausfath
@b1e56df9ce6549f
@mikehudema
@wired

Top hashtags:
#arctic
#climate
#climatechange
#schoolsstrike4climate
#jotafm
#climateaction

Description:
Description
The graph represents a network of 17,822 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 Monday, 18 March 2019 at 19:16 UTC.

The tweets in the network were tweeted over the 1-day, 18-hour, 4-minute period from Saturday, 16 March 2019 at 23:48 UTC to Monday, 18 March 2019 at 17:53 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 : 17822
Unique Edges : 20632
Edges With Duplicates : 9262
Total Edges : 29894
Self-Loops : 5419
Reciprocated Vertex Pair Ratio : 0.0311339305221761
Reciprocated Edge Ratio : 0.0603877529399301
Connected Components : 4165
Single-Vertex Connected Components : 2728
Maximum Vertices in a Connected Component : 6732
Maximum Edges in a Connected Component : 15789
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.646251
Graph Density : 5.94384495334031E-05
Modularity : 0.649206
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[276] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un
[184] https://www.reddit.com/r/EarthPorn/comments/b2gzf5/the_pink_tones_of_an_arctic_sunrise_troms_norway/?utm_source=ifttt
[144] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[114] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html
[92] https://foreignpolicy.com/2019/03/15/russias-next-land-grab-wont-be-in-an-ex-soviet-state-it-will-be-in-europe-putin-saakashvili-sweden-finland-arctic-northern-sea-route-baltics-nato/
[66] http://t.ted.com/lI3cAQ5
[48] https://thinkprogress.org/devastating-arctic-warming-locked-in-warns-un-48e55348514b/
[46] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in
[37] https://www.sciencenews.org/article/bering-sea-ice-disappearing-arctic-ecosystems
[36] https://www.unenvironment.org/news-and-stories/press-release/3-5degc-temperature-rise-now-locked-arctic

Top URLs in Tweet in G1:
[174] https://www.reddit.com/r/EarthPorn/comments/b2gzf5/the_pink_tones_of_an_arctic_sunrise_troms_norway/?utm_source=ifttt
[47] https://foreignpolicy.com/2019/03/15/russias-next-land-grab-wont-be-in-an-ex-soviet-state-it-will-be-in-europe-putin-saakashvili-sweden-finland-arctic-northern-sea-route-baltics-nato/
[42] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html
[13] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in
[12] https://www.reuters.com/article/us-oil-opec-novatek/novatek-close-to-deal-with-saudi-aramco-on-arctic-lng-2-project-ceo-idUSKCN1QY0LF?feedType=RSS&feedName=businessNews
[11] https://www.businessinsider.com/un-report-devastating-arctic-temperature-rise-locked-in-2019-3
[9] https://www.nytimes.com/2019/03/15/travel/helsinki-restaurants.html
[9] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un
[9] https://www.sciencenews.org/article/bering-sea-ice-disappearing-arctic-ecosystems
[8] https://www.wired.com/story/the-arctic-carbon-bomb-could-screw-the-climate-even-more/

Top URLs in Tweet in G2:
[1] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[1] http://tweetedtimes.com/v/3679
[1] https://threadreaderapp.com/thread/1106615226844110848.html

Top URLs in Tweet in G3:
[7] https://albertonews.com/entretenimiento/gabriel-garcia-marquez-influencia-para-el-grupo-ingles-arctic-monkeys/
[1] https://twitter.com/account/suspended
[1] https://twitter.com/waxpancake/status/1107442118643994624
[1] https://open.spotify.com/user/arctic_monkeys_official/playlist/6k6ydfwYwG7bs4yRBrHWEs?si=dHIkuRDUS7amhTFvtpJncw

Top URLs in Tweet in G4:
[114] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[15] https://climatism.blog/2019/03/13/polar-bear-habitat-update-abundant-sea-ice-across-the-arctic-even-in-the-barents-sea-climatism/
[13] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in
[8] https://ice-glaces.ec.gc.ca/cgi-bin/getprod.pl?prodid=MODISCOM-T&wrap=1&lang=en
[5] https://climatism.blog/2017/07/16/97-of-climate-experts-promised-you-the-arctic-would-be-ice-free-by-2014/
[3] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un
[3] https://climatism.blog/2019/01/25/climate-dud-predictions-ice-free-arctic-prophesies-by-the-97-consensus-and-compliant-mainstream-media/
[3] https://www.youtube.com/watch?v=TLV4_xaYynY

[3] https://climate.nasa.gov/climate_resources/155/video-annual-arctic-sea-ice-minimum-1979-2018-with-area-graph/
[3] https://www.youtube.com/watch?v=KuwnDXmMemI&feature=youtu.be


Top URLs in Tweet in G5:
[13] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in
[12] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html
[10] https://twitter.com/AlaskaWx/status/1106387652809363462
[8] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[7] https://insideclimatenews.org/news/19022019/arctic-bogs-permafrost-thaw-methane-climate-change-feedback-loop
[5] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in?utm_content=buffer81930&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un
[4] https://www.vox.com/2018/10/9/17951924/climate-change-global-warming-un-ipcc-report-takeaways?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[4] https://www.unenvironment.org/news-and-stories/press-release/3-5degc-temperature-rise-now-locked-arctic
[4] https://www.carbonbrief.org/?p=31392

Top URLs in Tweet in G6:
[18] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html
[6] https://twitter.com/ArcticEcology/status/1106987625221640192
[5] https://www.parliament.uk/business/committees/committees-a-z/commons-select/environmental-audit-committee/news-parliament-2017/changing-arctic-special-report-publication-17-19/
[5] https://www.theguardian.com/environment/2019/mar/13/arctic-temperature-rises-must-be-urgently-tackled-warns-un
[4] https://arcticanthropology.org/2019/03/18/cambridge-arctic-teaching-position-open/
[4] https://thebarentsobserver.com/en/arctic/2019/03/eu143-billion-investments-needed-northern-sea-route#.XI-Qq0Zeh38.twitter
[3] https://www.unenvironment.org/news-and-stories/press-release/3-5degc-temperature-rise-now-locked-arctic
[3] https://publications.parliament.uk/pa/cm201719/cmselect/cmenvaud/2069/206902.htm
[3] https://thebarentsobserver.com/en/arctic/2019/03/eu143-billion-investments-needed-northern-sea-route#.XI_Hrzsw6SM.twitter
[3] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/

Top URLs in Tweet in G7:
[2] https://www.wired.com/story/the-climate-apocalypse-is-now-and-its-happening-to-you?utm_campaign=wiredscience&utm_brand=wired&mbid=social_tw_sci&utm_source=twitter&utm_social-type=owned&utm_medium=social
[1] https://www.wired.com/story/the-arctic-carbon-bomb-could-screw-the-climate-even-more?utm_brand=wired&utm_campaign=wiredscience&utm_social-type=owned&utm_medium=social&utm_source=twitter&mbid=social_tw_sci
[1] https://foreignpolicy.com/2019/03/15/russias-next-land-grab-wont-be-in-an-ex-soviet-state-it-will-be-in-europe-putin-saakashvili-sweden-finland-arctic-northern-sea-route-baltics-nato/
[1] http://bitly.com/2JgyBtG
[1] https://www.wired.com/story/the-climate-apocalypse-is-now-and-its-happening-to-you/?utm_source=twitter&utm_medium=social&utm_social-type=owned&mbid=social_twitter&utm_brand=wired&utm_campaign=wired

Top URLs in Tweet in G8:
[16] https://twitter.com/myheartdjh/status/1107094443004518400
[6] https://twitter.com/rdmvindie/status/1107075871251275777
[5] https://twitter.com/waxpancake/status/1107442118643994624
[1] https://www.instagram.com/p/BvHz9RtF_4W/?utm_source=ig_twitter_share&igshid=jlyrliw3x7r9
[1] https://curiouscat.me/allons-y/post/817171739?t=1552790217
[1] https://www.sporcle.com/games/WavyDavey/every-arctic-moneys-song
[1] https://twitter.com/intoiturner/status/1107106571115474944
[1] https://twitter.com/BestMusicLyric/status/1107197459183353859

Top URLs in Tweet in G9:
[24] https://thinkprogress.org/devastating-arctic-warming-locked-in-warns-un-48e55348514b/
[7] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[6] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html
[4] https://www.ecowatch.com/arctic-un-report-2631610465.html
[2] https://www.carbonbrief.org/factcheck-is-three-five-celsius-of-arctic-warming-now-locked-in
[1] https://www.highnorthnews.com/nb/inviterer-til-verdens-nordligste-klimastreik-i-longyearbyen
[1] https://www.independent.co.uk/voices/climate-strike-protests-arctic-melting-a8825936.html?amp&__twitter_impression=true
[1] https://lnkd.in/eBgWbcW
[1] https://twitter.com/NathanielRugh/status/1106861972107210752
[1] https://psmag.com/ideas/we-already-have-effective-ways-of-restoring-arctic-ice?fbclid=IwAR3B7tuey2myzPljRDsX_rs9m9r9Akmb9Bvb6YyxfWKxmt3qqxnL3wdo04o

Top URLs in Tweet in G10:
[13] https://motherboard.vice.com/en_us/article/qvyaxd/catastrophic-temperature-rise-in-the-arctic-is-locked-in-un-report-says?utm_source=mbtwitter
[8] https://www.wired.com/story/the-arctic-carbon-bomb-could-screw-the-climate-even-more/?mbid=social_twitter_onsiteshare
[6] https://motherboard.vice.com/en_us/article/qvyaxd/catastrophic-temperature-rise-in-the-arctic-is-locked-in-un-report-says
[5] https://motherboard.vice.com/en_us/article/qvyaxd/catastrophic-temperature-rise-in-the-arctic-is-locked-in-un-report-says?utm_campaign=sharebutton
[2] https://www.wired.com/story/the-arctic-carbon-bomb-could-screw-the-climate-even-more/
[1] https://www.pewtrusts.org/en/projects/marine-fellows/fellows-directory/2019/shari-fox
[1] https://www.wired.com/story/boaty-mcboatface-gears-up-for-an-epic-swim-across-the-arctic/?fbclid=IwAR2xz5HSFeqy5m1gaIlirwJ8ScLx414ejOQ0hQM50vUQRdmMulWLu8j-YJg
[1] http://www.sciencealert.com/there-s-nothing-we-can-do-anymore-about-temperature-rise-in-the-arctic
[1] https://news.bloombergenvironment.com/environment-and-energy/melting-permafrost-adds-to-climate-problem-un-official-says?utm_campaign=BE40E994-49A3-11E9-AA89-441EB0E4A6B8&utm_medium=ehsdesk&utm_source=twitter
[1] https://www.wired.com/story/the-climate-apocalypse-is-now-and-its-happening-to-you/?utm_source=twitter&utm_medium=social&utm_social-type=owned&mbid=social_twitter&utm_brand=wired&utm_campaign=wired

Top Domains
Top Domains in Tweet in Entire Graph:
[427] twitter.com
[310] theguardian.com
[196] co.uk
[195] reddit.com
[175] youtube.com
[144] uci.edu
[109] foreignpolicy.com
[94] reuters.com
[71] instagram.com
[70] annemariayritys.com

Top Domains in Tweet in G1:
[183] reddit.com
[112] twitter.com
[76] co.uk
[57] spotify.com
[57] youtube.com
[56] foreignpolicy.com
[36] reuters.com
[34] instagram.com
[29] wired.com
[29] curiouscat.me

Top Domains in Tweet in G2:
[1] uci.edu
[1] tweetedtimes.com
[1] threadreaderapp.com

Top Domains in Tweet in G3:
[7] albertonews.com
[2] twitter.com
[1] spotify.com

Top Domains in Tweet in G4:
[114] uci.edu
[23] climatism.blog
[15] twitter.com
[14] carbonbrief.org
[10] youtube.com
[8] gc.ca
[7] nasa.gov
[3] theguardian.com
[3] wordpress.com
[3] dmi.dk

Top Domains in Tweet in G5:
[23] carbonbrief.org
[14] twitter.com
[13] co.uk
[9] insideclimatenews.org
[8] uci.edu
[6] theguardian.com
[6] instagram.com
[5] unenvironment.org
[4] vox.com
[4] audubon.org

Top Domains in Tweet in G6:
[22] co.uk
[21] twitter.com
[13] thebarentsobserver.com
[9] rcinet.ca
[8] parliament.uk
[7] theguardian.com
[4] arcticanthropology.org
[4] ac.uk
[4] parvati.org
[3] unenvironment.org

Top Domains in Tweet in G7:
[4] wired.com
[1] foreignpolicy.com
[1] bitly.com

Top Domains in Tweet in G8:
[29] twitter.com
[1] instagram.com
[1] curiouscat.me
[1] sporcle.com

Top Domains in Tweet in G9:
[24] thinkprogress.org
[7] co.uk
[7] uci.edu
[4] ecowatch.com
[2] carbonbrief.org
[1] highnorthnews.com
[1] lnkd.in
[1] twitter.com
[1] psmag.com
[1] theguardian.com

Top Domains in Tweet in G10:
[24] vice.com
[12] wired.com
[1] pewtrusts.org
[1] sciencealert.com
[1] bloombergenvironment.com
[1] agdaily.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[653] arctic
[273] climate
[270] climatechange
[182] schoolsstrike4climate
[115] jotafm
[107] climateaction
[68] arcticgoldenticket
[53] globalwarming
[50] nowplaying
[46] protectthearctic



Top Hashtags in Tweet in G1:
[114] jotafm
[78] arctic
[37] climatechange
[25] nowplaying
[15] climateaction
[10] russia
[9] news
[8] arcticmonkeys
[8] smartnews
[7] climate

Top Hashtags in Tweet in G2:
[15] flowerreport
[1] arctic
[1] salmonstate
[1] wildalaskasalmon
[1] bristolbay
[1] sockeyesalmon
[1] wildfish
[1] sockeye
[1] salmonlife
[1] alaska

Top Hashtags in Tweet in G4:
[148] arctic
[23] climatechange
[12] climate
[6] climatechangestrike
[6] globalwarming
[5] seaice
[4] climatehysteria
[4] co2
[4] methane
[4] cooling

Top Hashtags in Tweet in G5:
[26] arctic
[12] climate
[12] vardø
[12] vardo
[12] ivardø
[12] vardoe
[12] varanger
[12] finnmark
[11] nordnorge
[11] nord_norge

Top Hashtags in Tweet in G6:
[115] arctic
[23] polarweek2019
[17] antarctic
[14] signmaps
[12] fieldwork
[11] winter
[11] finland
[10] polar
[10] arthropod
[10] diversity

Top Hashtags in Tweet in G8:
[4] fcseguindofc
[3] shanedawsonisoverparty

Top Hashtags in Tweet in G9:
[175] schoolsstrike4climate
[12] arctic
[5] climatestrike
[4] climatecatastrophe
[4] un
[3] brexit
[2] ukgovt
[2] oil
[2] netzeronyc
[2] netzeromegacities

Top Hashtags in Tweet in G10:
[2] arctic
[1] pewmarinefellow
[1] hopespots
[1] bbc
[1] planetearth
[1] earth
[1] clinatechange
[1] carbonbomb

Top Words
Top Words in Tweet in Entire Graph:
[6297] Words in Sentiment List#1: Positive
[7421] Words in Sentiment List#2: Negative
[71] Words in Sentiment List#3: Angry/Violent
[354324] Non-categorized Words
[368048] Total Words
[14409] arctic
[4592] monkeys
[2032] t
[1757] ago
[1755] 000

Top Words in Tweet in G1:
[2969] arctic
[1284] monkeys
[314] 100
[310] 50
[240] norway
[234] pink
[224] s
[219] sunrise
[216] tones
[216] troms

Top Words in Tweet in G2:
[1679] arctic
[1676] squirrel
[1674] 000
[1674] ago
[1673] 32
[1673] fruit
[1671] ferrisjabr
[1670] yrs
[1670] cached
[1670] burrow

Top Words in Tweet in G3:
[1337] arctic
[1335] monkeys
[1298] bestmusiclyric
[82] done
[41] things
[41] haven't
[41] stopped
[41] loving
[41] once
[13] takes

Top Words in Tweet in G4:
[689] arctic
[387] ice
[295] new
[291] warming
[281] 5c
[268] billmckibben
[263] global
[242] still
[234] emissions
[231] stop

Top Words in Tweet in G5:
[665] c
[526] 1
[364] arctic
[335] pauledawson
[282] 5
[260] worse
[198] more
[189] warming
[153] now
[151] carbon

Top Words in Tweet in G6:
[374] arctic
[65] polar
[64] world
[61] unenvironment
[60] rise
[59] even
[59] winter
[59] temperatures
[54] emissions
[53] paris

Top Words in Tweet in G7:
[375] arctic
[363] wiredscience
[359] s
[359] planet
[356] today
[356] babies
[356] adulthood
[356] live
[356] without
[356] prevalence

Top Words in Tweet in G8:
[438] arctic
[420] monkeys
[168] rdmvindie
[125] one
[119] 1975
[118] twenty
[118] neighbourhood
[117] pilots
[117] panic
[116] disco

Top Words in Tweet in G9:
[249] arctic
[200] f
[181] gretathunberg
[180] norway
[179] massive
[177] high
[176] svalbard
[175] schoolsstrike4climate
[175] planned
[175] friday

Top Words in Tweet in G10:
[282] arctic
[244] s
[243] wired
[238] planet
[236] today
[236] babies
[236] adulthood
[236] live
[236] without
[236] prevalence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4569] arctic,monkeys
[1689] ago,arctic
[1687] 32,000
[1686] yrs,ago
[1685] 000,yrs
[1684] squirrel,cached
[1684] cached,fruit
[1684] fruit,burrow
[1684] burrow,later
[1684] later,sealed

Top Word Pairs in Tweet in G1:
[1279] arctic,monkeys
[217] arctic,sunrise
[216] pink,tones
[216] tones,arctic
[216] sunrise,troms
[216] troms,norway
[214] norway,oc
[209] oc,1280x1920
[92] artists,week
[80] top,5

Top Word Pairs in Tweet in G2:
[1673] 32,000
[1670] 000,yrs
[1670] yrs,ago
[1670] ago,arctic
[1670] squirrel,cached
[1670] cached,fruit
[1670] fruit,burrow
[1670] burrow,later
[1670] later,sealed
[1670] sealed,sediment

Top Word Pairs in Tweet in G3:
[1335] arctic,monkeys
[1234] bestmusiclyric,arctic
[41] done,things
[41] things,done
[41] done,haven't
[41] haven't,stopped
[41] stopped,loving
[41] loving,once
[41] once,arctic
[40] bestmusiclyric,done

Top Word Pairs in Tweet in G4:
[237] global,warming
[233] arctic,still
[229] new,study
[229] study,stop
[229] stop,emissions
[229] emissions,immediately
[229] immediately,arctic
[229] still,warms
[229] warms,5c
[229] 5c,9f

Top Word Pairs in Tweet in G5:
[271] 5,c
[261] 1,5
[260] worse,1
[260] 1,c
[150] far,more
[143] black,carbon
[139] carbon,arctic
[139] fossil,fuel
[138] 70,percent
[138] percent,black

Top Word Pairs in Tweet in G6:
[51] even,world
[51] paris,agreement
[50] emissions,line
[48] world,cut
[48] cut,emissions
[48] winter,temperatures
[48] temperatures,arctic
[48] arctic,rise
[47] line,paris
[46] agreement,winter

Top Word Pairs in Tweet in G7:
[356] today,s
[356] s,babies
[356] babies,adulthood
[356] adulthood,live
[356] live,planet
[356] planet,without
[356] without,arctic
[356] arctic,prevalence
[356] prevalence,heatstroke
[356] heatstroke,extreme

Top Word Pairs in Tweet in G8:
[420] arctic,monkeys
[167] rdmvindie,arctic
[118] twenty,one
[117] one,pilots
[116] panic,disco
[115] pessoas,q
[115] q,escutam
[115] escutam,twenty
[115] pilots,imagine
[115] imagine,dragons

Top Word Pairs in Tweet in G9:
[175] massive,schoolsstrike4climate
[175] schoolsstrike4climate,planned
[175] planned,norway
[175] norway,friday
[175] friday,including
[175] including,longyearbyen
[175] longyearbyen,svalbard
[175] svalbard,high
[175] high,arctic
[174] gretathunberg,massive

Top Word Pairs in Tweet in G10:
[236] today,s
[236] s,babies
[236] babies,adulthood
[236] adulthood,live
[236] live,planet
[236] planet,without
[236] without,arctic
[236] arctic,prevalence
[236] prevalence,heatstroke
[236] heatstroke,extreme

Top Replied-To
Top Replied-To in Entire Graph:
@arctic_khalifa
@arctic_lane
@real_arctic
@jujutsucop
@arctic_fox03
@arctic_lnari
@siderealblue
@_dovahgaming_
@arctic_visuals
@altus_arc

Top Replied-To in G1:

Top Replied-To in G2:
@ferrisjabr
@wiseawise6711

Top Replied-To in G3:
@zzlauraf

Top Replied-To in G4:
@siderealblue
@altus_arc
@odouglasprice
@theclimatehawk
@stormsignalsa
@iluvco2
@laintolerancia
@majorgrubert
@hausfath
@jamesabbott2013

Top Replied-To in G5:
@pauledawson
@kevpluck
@larry79115
@cfigueres
@bbcnews
@ret_ward
@carbonbrief
@michelreimon
@braveneweurope1
@lizlandau

Top Replied-To in G6:
@polar_research
@unenvironment
@villecantell
@parvatiofficial
@naujabianco
@dmdepledge
@bernarddonoghue
@_arctic_circle
@350_kenya
@crkwwrites

Top Replied-To in G7:
@wiredscience
@jens_rabis
@re_ferg

Top Replied-To in G8:
@luisitocomunica
@ourbillie
@mileskanemusic
@sucksitandsee
@superfaders
@80shumbug
@goldenboyturner

Top Replied-To in G9:
@gretathunberg
@indres1
@cris_paunescu
@giammo3
@benson_karras

Top Replied-To in G10:
@wired
@micheleacuto

Top Mentioned
Top Mentioned in Entire Graph:
@ferrisjabr
@bestmusiclyric
@pauledawson
@wiredscience
@billmckibben
@salmugh
@watchmenid
@wired
@mikehudema
@gretathunberg

Top Mentioned in G1:
@zeroco2_
@maritime_cyprus
@filmhuislumen
@haupold
@lidarmonkey
@_oscience

Top Mentioned in G2:
@ferrisjabr
@kimwyles11
@weird_sci
@davidhik
@zlabe
@salmonstateak

Top Mentioned in G3:
@bestmusiclyric
@albertorodnews
@snooze4love
@cezarsantana

Top Mentioned in G4:
@billmckibben
@jaggermickoz
@altus_arc
@dawntj90
@zlabe
@gillesnfio
@sconwaysmith
@bmurphypots
@tomatoesgrilled
@stevesgoddard

Top Mentioned in G5:
@pauledawson
@extinctsymbol
@dwallacewells
@carbonbrief
@hausfath
@planetary_sec
@gernotwagner
@justhaveathink
@kevpluck
@zlabe

Top Mentioned in G6:
@unenvironment
@arcticcouncil
@polar_research
@commonseac
@scottpolar
@arctic_office
@marthakearney
@darcybelanger
@nikolassellheim
@barentsnews

Top Mentioned in G7:
@wiredscience
@ruebenhorst
@ruffphilip
@billmckibben
@pauledawson
@bzberlin
@sz
@nzz
@ferrisjabr
@digg

Top Mentioned in G8:
@rdmvindie
@stressedinha
@bleaktreacle
@fear0ffaiiing
@alexturnermee
@80shumbug
@raveyraveyciub
@brightxeyex
@nikaraujos3
@shinypsycho

Top Mentioned in G9:
@gretathunberg
@xrphilly
@extinctionr
@climateprogress
@pauledawson
@zlabe
@350
@stuartgaia
@krvast
@billmckibben

Top Mentioned in G10:
@wired
@motherboard
@sciencealert
@missionblue
@wiredscience
@2000_mondo
@pewenvironment
@environment
@crushingdonuts
@scinode

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@zodilux
@market_screener
@the_news_diva
@rashidaldosari
@fevziates3
@reeeemixhq
@rlthingy
@scadatlplaylist
@phildecarolis

Top Tweeters in G1:
@zodilux
@market_screener
@reeeemixhq
@scadatlplaylist
@myalliesnews
@buybookstore
@currentplaylist
@seguidorbrisado
@fluxfm_berlin
@feedjunkie

Top Tweeters in G2:
@waccoe
@roblwilson
@carolmaewy
@lindacollins11
@vilinthril
@wingsscotland
@planetscape
@threadreaderapp
@janeface15
@sschinke

Top Tweeters in G3:
@florrejala
@jaanmalik_
@malfeezishere
@actortrivia
@depresseddarth
@ashraf_amirul
@igorvrbueno
@andrel12_
@vangogwh
@mostwowfacts

Top Tweeters in G4:
@pmgeezer
@rmack2x
@k810mt
@jim_b60
@johnrealsmith
@libertyisalady
@nytimes
@rog_2
@jjmplsmn
@mobygrapefan

Top Tweeters in G5:
@honeymoongondol
@markplackett1
@bbcnews
@_kellie_wick_
@blubdha
@sydnets
@dwatchnews
@lawlor224
@gemorace
@emgfind

Top Tweeters in G6:
@independent
@skynews
@estarianne
@bbcworld
@faisalshaikh113
@andreadudding
@tamraraven
@stephiegilley
@donaldverger
@cbc

Top Tweeters in G7:
@owlwoman911_
@valaafshar
@rycasteronline
@jfjabbo
@nollie38
@ansisegle
@ssimms777
@angela_n_hunt
@starkweathertd
@ainarsbr11

Top Tweeters in G8:
@keewa
@ourbillie
@fandombeliefs
@crakjow
@raveyraveyciub
@fadetoblsck
@shwaflles
@odetohlsey
@alexquiffturner
@emecifly

Top Tweeters in G9:
@chuddles11
@davidlance3
@rowaenthe
@dome689
@keepinguposted
@pillapaladini
@laura78703
@faully33
@ineeshadvs
@tumalwas

Top Tweeters in G10:
@debeauxos1
@abcnews
@thedalyplanet
@macheter0
@seanchai313
@condorscondor
@kapnkrk
@fanmodenixiey
@pbrowning02
@wired


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