ice (arctic OR antarctic), Twitter, 1/13/2022 10:03:49 PM, 269964


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ice (arctic OR antarctic) Twitter NodeXL SNA Map and Report for torstai, 13 tammikuuta 2022 at 16.33
ice (arctic OR antarctic) Twitter NodeXL SNA Map and Report for torstai, 13 tammikuuta 2022 at 16.33
From:
mihkal
Uploaded on:
January 13, 2022
Short Description:
ice (arctic OR antarctic) via NodeXL https://bit.ly/3qyZpcl
@peterdclack
@keillerdon
@zlabe
@michaelemann
@junkscience
@laurie_garrett
@electroversenet
@ecosensenow
@pauledawson
@climatereality

Top hashtags:
#arctic
#climatechange
#climatecrisis
#antarctic
#seaice

Description:
Description
The graph represents a network of 8 026 Twitter users whose recent tweets contained "ice (arctic OR antarctic)", 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 Thursday, 13 January 2022 at 17:29 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 40-minute period from Wednesday, 05 January 2022 at 06:51 UTC to Thursday, 13 January 2022 at 16:32 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 : 8026
Unique Edges : 9945
Edges With Duplicates : 2855
Total Edges : 12800
Number of Edge Types : 5
Retweet : 6387
Tweet : 1204
Mentions : 2824
MentionsInRetweet : 1643
Replies to : 742
Self-Loops : 1257
Reciprocated Vertex Pair Ratio : 0,0134416691744408
Reciprocated Edge Ratio : 0,0265267742254776
Connected Components : 1009
Single-Vertex Connected Components : 490
Maximum Vertices in a Connected Component : 5227
Maximum Edges in a Connected Component : 9715
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5,28908
Graph Density : 0,00015685781335271
Modularity : 0,73351
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8 026 Twitter users whose recent tweets contained "ice (arctic OR antarctic)", 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 Thursday, 13 January 2022 at 17:29 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 40-minute period from Wednesday, 05 January 2022 at 06:51 UTC to Thursday, 13 January 2022 at 16:32 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 : ice (arctic OR antarctic)
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:
[260] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[150] https://www.seattletimes.com/seattle-news/study-draws-link-between-melting-arctic-ice-and-western-u-s-fires-that-flare-in-the-fall/
[148] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[140] https://www.youtube.com/watch?v=Ra1s0keiVRE&ab_channel=InsideEdition

[125] https://nsidc.org/arcticseaicenews/category/daily-image/
[124] https://www.theguardian.com/environment/2022/jan/07/lightning-high-arctic-rise-scientists-worried
[118] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[88] http://psc.apl.uw.edu/research/projects/arctic-sea-ice-volume-anomaly/
[87] https://twitter.com/MichaelEMann/status/1480908952858677255
[80] https://electroverse.net/blizzards-batter-pakistan-cold-hits-canadian-refineries-arctic-blast-us/

Top URLs in Tweet in G1:
[2] https://www.severe-weather.eu/global-weather/arctic-sea-ice-second-highest-18-years-end-2021-rrc/
[1] https://www.nasa.gov/feature/goddard/nasa-study-mass-gains-of-antarctic-ice-sheet-greater-than-losses/
[1] https://twitter.com/zerohedge/status/1480931088641966081
[1] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2013GL058084?cookieSet=1

Top URLs in Tweet in G2:
[120] https://nsidc.org/arcticseaicenews/category/daily-image/
[75] https://electroverse.net/blizzards-batter-pakistan-cold-hits-canadian-refineries-arctic-blast-us/
[67] https://electroverse.net/record-snow-sweeps-us-drives-nh-snow-450-gigatons-above-avg-scandinavia-suffered-cold-dec/
[25] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[4] https://lidblog.com/polar-bears-arent-dying-out/
[4] https://tallbloke.wordpress.com/2022/01/11/study-looks-at-antarctic-sea-ice-changes-since-the-early-20th-century-increases-since-1979/
[4] https://www.nasa.gov/feature/goddard/nasa-study-mass-gains-of-antarctic-ice-sheet-greater-than-losses/
[3] https://thenewamerican.com/global-warmist-buzzkill-arctic-ice-is-poised-to-be-its-thickest-in-a-generation/
[2] http://nsidc.org/arcticseaicenews/2012/05/daily-image/
[2] https://rumble.com/vs8qji-noaa-arctic-fraud.html

Top URLs in Tweet in G3:
[23] https://scitechdaily.com/ancient-air-bubbles-trapped-in-antarctic-ice-point-to-cause-of-oxygen-decline/
[11] https://twinybots.ch/
[10] https://thenextweb.com/news/icenet-ai-tool-predicts-arctic-sea-ice-loss-early-warnings-climate-change
[10] https://www.sciencedaily.com/releases/2022/01/220110114135.htm
[7] https://thebarentsobserver.com/en/arctic/2022/01/russias-new-north-pole-platform-soon-ready-move-ice
[6] https://theprint.in/scientifix/drilling-under-antarctic-ice-shelf-scientists-find-treasure-trove-of-life-with-77-species/792865/
[6] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[5] https://www.sciencedaily.com/releases/2022/01/220110114135.htm?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.rollingstone.com/politics/politics-features/doomsday-glacier-thwaites-antarctica-climate-crisis-1273841/
[4] https://lidblog.com/polar-bears-arent-dying-out/

Top URLs in Tweet in G4:
[95] https://www.seattletimes.com/seattle-news/study-draws-link-between-melting-arctic-ice-and-western-u-s-fires-that-flare-in-the-fall/
[58] https://phys.org/news/2021-12-unprecedented-die-offs-ice-climate-wreaking.html
[44] https://www.weforum.org/agenda/2017/05/the-arctic-could-be-ice-free-by-2040/
[23] https://twitter.com/zlabe/status/1479657155640762373
[21] https://tiredearth.com/news/2238
[18] https://www.rollingstone.com/politics/politics-features/doomsday-glacier-thwaites-antarctica-climate-crisis-1273841/
[14] https://phys.org/news/2022-01-growth-sudden-declines-antarctic-sea.html
[11] https://marine.copernicus.eu/news/december-2021-product-release-new-tools-understanding-ocean-waves-and-sea-ice
[10] https://www.ecoshock.org/2022/01/arctic-will-change-your-life-nitrous-oxide-sea-ice-western-fires.html
[10] https://www.washingtonpost.com/climate-environment/2021/12/14/climate-change-arctic-antarctic-poles/?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_protectsouthern____linkcard_

Top URLs in Tweet in G5:
[127] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[95] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[70] http://psc.apl.uw.edu/research/projects/arctic-sea-ice-volume-anomaly/
[43] https://nsidc.org/data/nsidc-0611
[43] https://tc.copernicus.org/articles/14/1519/2020/
[38] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[27] https://www.carbonbrief.org/guest-post-piecing-together-arctic-sea-ice-history-1850
[26] https://journals.ametsoc.org/doi/10.1175/JCLI-D-19-0008.1
[22] https://www.rollingstone.com/politics/politics-features/doomsday-glacier-thwaites-antarctica-climate-crisis-1273841/
[21] https://news.sky.com/story/climate-change-scientists-embark-on-two-month-mission-to-explore-doomsday-thwaites-glacier-12510038

Top URLs in Tweet in G6:
[76] https://twitter.com/MichaelEMann/status/1480908952858677255
[37] https://twitter.com/MichaelEMann/status/1480905858880000001
[25] https://www.earth.columbia.edu/videos/view/watchwords-for-antarctic-clarity-explore-the-meanings-of-collapse
[24] https://www.commondreams.org/news/2022/01/11/oceans-hotter-2021-any-time-recorded-history
[16] https://climatereanalyzer.org/
[15] https://www.natureworldnews.com/articles/48871/20220112/warming-ocean-currents-ocean-warming-global-warming.htm
[15] https://www.rollingstone.com/politics/politics-features/doomsday-glacier-thwaites-antarctica-climate-crisis-1273841/
[10] https://www.washingtonpost.com/weather/2022/01/11/ocean-heat-record-warm-climate/
[8] https://www.msnbc.com/all-in/watch/-doomsday-glacier-experts-raise-alarms-about-cracking-antarctic-ice-shelf-129872965776
[7] https://eos.org/features/the-uncertain-future-of-antarcticas-melting-ice

Top URLs in Tweet in G7:
[9] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[7] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[4] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[4] https://grace.jpl.nasa.gov/resources/31/antarctic-ice-loss-2002-2020/
[3] https://thenextweb.com/news/icenet-ai-tool-predicts-arctic-sea-ice-loss-early-warnings-climate-change
[3] https://tiredearth.com/news/2238
[3] https://www.youtube.com/watch?v=Ra1s0keiVRE&ab_channel=InsideEdition

[3] https://scitechdaily.com/antarcticas-doomsday-glacier-its-collapse-could-trigger-global-floods-and-swallow-islands/
[3] https://www.mercurynews.com/2022/01/10/scientists-explore-thwaites-antarcticas-doomsday-glacier/
[3] https://theprint.in/environment/if-this-doomsday-glacier-melts-there-will-be-global-floods-and-vanishing-of-islands/799195/

Top URLs in Tweet in G8:
[72] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[24] https://lidblog.com/polar-bears-arent-dying-out/
[19] https://www.youtube.com/watch?v=K711wQacJbI&feature=youtu.be

[15] https://twitter.com/dbirch214/status/1481250449672003590
[13] https://www.bas.ac.uk/media-post/abundance-of-life-discovered-beneath-an-antarctic-ice-shelf/
[10] https://www.youtube.com/watch?v=yqrovgoEKp0&feature=youtu.be

[6] https://twitter.com/davidbellamyuk/status/1481273255302422531
[4] https://electroverse.net/record-snow-sweeps-us-drives-nh-snow-450-gigatons-above-avg-scandinavia-suffered-cold-dec/
[4] https://iowaclimate.org/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rdalso-more-ice-than-100-years-ago/
[3] https://nsidc.org/arcticseaicenews/2022/01/a-good-winter-relatively-speaking/

Top URLs in Tweet in G9:
[42] https://nsidc.org/arcticseaicenews/
[23] https://nsidc.org/greenland-today/2022/01/antarctica-today-melt-season-underway/
[17] https://thebarentsobserver.com/en/arctic/2022/01/russias-new-north-pole-platform-soon-ready-move-ice
[17] https://tallbloke.wordpress.com/2022/01/11/study-looks-at-antarctic-sea-ice-changes-since-the-early-20th-century-increases-since-1979/
[12] https://www.noaa.gov/news/2021-was-worlds-6th-warmest-year-on-record
[9] https://www.rcinet.ca/eye-on-the-arctic/2022/01/12/russias-new-north-pole-platform-soon-ready-to-move-into-ice/
[6] https://function.mil.ru/news_page/country/more.htm?id=12402250@egNews
[5] https://www.nord.no/en/about/faculties-and-centres/business-school/research-centres/highnorthcenter/nyheter/Pages/applying-smart-frameworks-to-arctic-cities.aspx
[4] https://nsidc.org/cryosphere/quickfacts/seaice.html
[4] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/

Top URLs in Tweet in G10:
[141] https://notrickszone.com/2022/01/05/climate-history-researcher-arctic-ice-sees-18-year-high-for-january-3rd-also-more-ice-than-100-years-ago/
[1] http://nsidc.org/arcticseaicenews/
[1] http://psc.apl.uw.edu/research/projects/arctic-sea-ice-volume-anomaly/
[1] https://www.carbonbrief.org/guest-post-piecing-together-arctic-sea-ice-history-1850
[1] https://lidblog.com/polar-bears-arent-dying-out/
[1] https://eu.usatoday.com/story/news/factcheck/2021/12/21/fact-check-arctic-antarctic-ice-didnt-reach-record-highs-2021/6503500001/
[1] https://twitter.com/cryptovegan/status/1479127699113353229
[1] https://twitter.com/cryptovegan/status/1479114812625879050

Top Domains
Top Domains in Tweet in Entire Graph:
[461] twitter.com
[315] uci.edu
[286] nsidc.org
[269] youtube.com
[260] notrickszone.com
[179] seattletimes.com
[160] theguardian.com
[156] electroverse.net
[135] co.uk
[105] phys.org

Top Domains in Tweet in G1:
[2] severe-weather.eu
[1] nasa.gov
[1] twitter.com
[1] wiley.com

Top Domains in Tweet in G2:
[142] electroverse.net
[123] nsidc.org
[25] notrickszone.com
[5] nasa.gov
[5] twitter.com
[4] lidblog.com
[4] wordpress.com
[3] thenewamerican.com
[2] rumble.com
[1] ac.uk

Top Domains in Tweet in G3:
[33] twitter.com
[23] scitechdaily.com
[17] sciencedaily.com
[14] youtube.com
[11] twinybots.ch
[10] co.uk
[10] thenextweb.com
[9] phys.org
[7] theguardian.com
[7] thebarentsobserver.com

Top Domains in Tweet in G4:
[95] seattletimes.com
[75] phys.org
[45] weforum.org
[44] twitter.com
[27] tiredearth.com
[23] washingtonpost.com
[21] copernicus.eu
[18] rollingstone.com
[12] uci.edu
[10] ecoshock.org

Top Domains in Tweet in G5:
[260] uci.edu
[71] uw.edu
[52] ametsoc.org
[47] carbonbrief.org
[46] nsidc.org
[43] copernicus.org
[22] rollingstone.com
[21] sky.com
[10] wiley.com
[10] theconversation.com

Top Domains in Tweet in G6:
[117] twitter.com
[25] columbia.edu
[24] commondreams.org
[16] climatereanalyzer.org
[15] natureworldnews.com
[15] rollingstone.com
[12] eos.org
[11] washingtonpost.com
[8] msnbc.com
[7] uci.edu

Top Domains in Tweet in G7:
[13] uci.edu
[11] nasa.gov
[9] notrickszone.com
[8] nature.com
[7] twitter.com
[7] nsidc.org
[4] youtube.com
[4] phys.org
[3] thenextweb.com
[3] tiredearth.com

Top Domains in Tweet in G8:
[72] notrickszone.com
[41] youtube.com
[24] lidblog.com
[21] twitter.com
[13] ac.uk
[7] nsidc.org
[7] electroverse.net
[6] iowaclimate.org
[2] sciencenewsforstudents.org
[1] scitechdaily.com

Top Domains in Tweet in G9:
[71] nsidc.org
[19] thebarentsobserver.com
[17] wordpress.com
[12] noaa.gov
[9] rcinet.ca
[7] nasa.gov
[6] uci.edu
[6] mil.ru
[5] nord.no
[5] polarjournal.ch

Top Domains in Tweet in G10:
[141] notrickszone.com
[2] twitter.com
[1] nsidc.org
[1] uw.edu
[1] carbonbrief.org
[1] lidblog.com
[1] usatoday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[932] arctic
[298] climatechange
[164] climatecrisis
[143] antarctic
[133] seaice
[100] climate
[81] antarctica
[74] gsm
[74] climateemergency
[74] russia



Top Hashtags in Tweet in G2:
[67] gsm
[2] svalbard
[2] seaice
[2] arctic
[1] justsaying
[1] netzero
[1] gbnews

Top Hashtags in Tweet in G3:
[22] arctic
[19] climatechange
[14] ice
[10] learning
[10] machinelearning
[8] climatecrisis
[8] climate
[7] antarctic
[6] antarctica
[5] snow

Top Hashtags in Tweet in G4:
[75] arctic
[50] dontlookup
[30] antarctic
[27] antarctica
[27] tiredearth
[23] climatechange
[21] marine
[21] wildfires
[18] doomsdayglacier
[17] climatecrisis

Top Hashtags in Tweet in G5:
[387] arctic
[28] antarctic
[7] thwaites
[5] greenland
[5] climatecrisis
[3] glacier
[2] antarctica
[2] thwaitesglacier
[2] flooding
[1] climatedata

Top Hashtags in Tweet in G6:
[40] climatecrisis
[40] climateemergency
[18] arctic
[11] watchword
[10] thwaitesglacier
[9] antarctic
[3] lawdome1819
[3] science
[3] glacier
[3] sciku

Top Hashtags in Tweet in G7:
[26] arctic
[11] climatechange
[3] machinelearning
[3] tiredearth
[3] wildfires
[2] learning
[2] climatecrisis
[2] dontlookup
[2] climatebrawl
[2] seaice

Top Hashtags in Tweet in G8:
[6] svalbard
[6] seaice
[6] arctic
[4] gsm
[1] climate
[1] msnbc
[1] antarctic
[1] glacier
[1] climatecrisis
[1] climatecontrol

Top Hashtags in Tweet in G9:
[127] arctic
[73] seaice
[41] svalbard
[32] nsidc
[21] antarctic
[20] antarctica
[13] russia
[12] stateofclimate
[11] research
[9] severnypolyus

Top Hashtags in Tweet in G10:
[2] arctic
[1] climatebrawl
[1] dontlookup
[1] svalbard
[1] seaice

Top Words
Top Words in Tweet in Entire Graph:
[17375] the
[9289] ice
[6344] in
[6186] of
[5706] arctic
[4820] is
[4561] to
[4435] a
[4001] for
[3464] and

Top Words in Tweet in G1:
[4367] the
[2210] amp
[1693] a
[1692] for
[1691] warming
[1627] has
[1172] not
[1170] did
[1110] ice
[1107] arctic

Top Words in Tweet in G2:
[1878] the
[1317] arctic
[1191] ice
[974] in
[904] this
[878] years
[736] climate
[733] 18
[729] highest
[724] is

Top Words in Tweet in G3:
[792] the
[551] ice
[355] of
[325] and
[318] arctic
[310] in
[284] to
[204] a
[188] is
[169] antarctic

Top Words in Tweet in G4:
[901] the
[551] ice
[518] of
[486] in
[372] arctic
[298] climate
[277] and
[252] to
[214] sea
[192] we

Top Words in Tweet in G5:
[1036] the
[840] ice
[698] sea
[573] of
[432] to
[387] #arctic
[348] in
[285] data
[264] year
[261] and

Top Words in Tweet in G6:
[664] the
[582] of
[491] ice
[315] sea
[259] and
[250] antarctic
[245] is
[223] to
[191] ocean
[185] from

Top Words in Tweet in G7:
[291] the
[214] ice
[119] of
[118] is
[102] in
[100] arctic
[95] a
[89] sea
[87] to
[78] and

Top Words in Tweet in G8:
[339] ice
[275] the
[244] arctic
[156] for
[150] years
[124] climate
[95] high
[93] is
[93] 18
[91] amp

Top Words in Tweet in G9:
[664] the
[381] ice
[222] sea
[208] of
[207] is
[162] in
[153] to
[143] km
[138] for
[130] this

Top Words in Tweet in G10:
[211] ice
[197] arctic
[192] in
[186] years
[162] to
[158] hoax
[157] climate
[156] 18
[155] highest
[153] sea

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2436] sea,ice
[2106] in,the
[1588] the,arctic
[1486] global,warming
[1460] did,not
[1404] of,the
[1394] the,global
[1381] amp,antarctic
[1369] arctic,amp
[1352] 15,years

Top Word Pairs in Tweet in G1:
[1170] did,not
[1106] global,warming
[1105] the,global
[1105] 15,years
[1105] arctic,amp
[1105] amp,antarctic
[586] in,a
[586] ice,age
[585] warming,scam
[585] scam,has

Top Word Pairs in Tweet in G2:
[728] arctic,ice
[726] in,18
[726] 18,years
[714] ice,cover
[713] the,climate
[713] climate,models
[713] models,didn
[713] didn,t
[713] t,forecast
[713] forecast,this

Top Word Pairs in Tweet in G3:
[102] in,the
[102] sea,ice
[97] the,arctic
[84] of,the
[81] antarctic,ice
[57] arctic,ice
[48] the,antarctic
[45] the,ice
[44] arctic,sea
[40] in,antarctic

Top Word Pairs in Tweet in G4:
[220] the,arctic
[167] sea,ice
[128] of,the
[116] in,the
[103] the,world
[98] the,western
[96] in,our
[96] and,the
[96] western,united
[96] united,states

Top Word Pairs in Tweet in G5:
[637] sea,ice
[351] #arctic,sea
[192] ice,extent
[178] of,the
[152] 000,km
[136] changes,in
[133] from,1979
[123] the,last
[121] loss,of
[114] mean,about

Top Word Pairs in Tweet in G6:
[222] antarctic,ice
[182] sea,level
[181] level,rise
[171] ice,shelves
[166] ocean,warming
[166] is,destabilizing
[166] destabilizing,antarctic
[141] of,the
[140] ice,sheet
[126] warming,is

Top Word Pairs in Tweet in G7:
[76] sea,ice
[35] the,arctic
[27] arctic,ice
[26] ice,extent
[25] arctic,sea
[25] of,the
[25] in,the
[23] antarctic,ice
[23] did,not
[18] robhon_,taroistok

Top Word Pairs in Tweet in G8:
[124] arctic,ice
[87] years,ago
[74] more,ice
[74] 100,years
[72] climate,history
[72] history,researcher
[72] researcher,arctic
[72] ice,sees
[72] sees,18
[72] 18,year

Top Word Pairs in Tweet in G9:
[181] sea,ice
[88] ice,extent
[82] sq,km
[73] this,is
[62] in,the
[62] of,the
[59] 2022,is
[58] the,ice
[54] from,the
[53] the,antarctic

Top Word Pairs in Tweet in G10:
[156] 18,years
[155] in,18
[149] sea,ice
[144] arctic,sea
[144] ice,extent
[140] contrary,to
[140] to,climate
[140] climate,hoax
[140] hoax,arctic
[140] extent,highest

Top Replied-To
Top Replied-To in Entire Graph:
@sciencebotikus
@junkscience
@michaelemann
@gottalaff
@wutangkids
@chrismartzwx
@zlabe
@larry79115
@eliotjacobson
@keillerdon

Top Replied-To in G1:
@beemosarah
@peterdclack

Top Replied-To in G2:
@keillerdon
@jimbowersclimb
@ecosensenow
@kenfgalaxy
@icebergerjager
@kor_wraith
@thebigdon27
@weschenbach

Top Replied-To in G4:
@larry79115
@chriscartw83
@ecowarriorss
@aneraokailash
@cmems_eu
@johnguynn
@feed4politics
@scrotusinchief
@markcranfield_
@eliotjacobson

Top Replied-To in G5:
@zlabe
@climateben
@ericholthaus
@lang_uli
@pranman
@1millionactivi1
@oclarissapv
@stewart73936501
@dawntj90

Top Replied-To in G6:
@michaelemann
@eliotjacobson
@rdlarter
@berekade
@juanmikelodiun
@stevebloom55
@ghostpanther
@guardian
@cnn
@zonepatroller

Top Replied-To in G7:
@junkscience
@kenneth72712993
@jimbowersclimb
@helllooo1989
@dbirch214
@docsnow1
@fridays_freedom
@iceage2150
@drolkrad_eht
@sniemn

Top Replied-To in G8:
@imsuresteve
@dbirch214
@bellronibell
@itstheatmospher
@desokell
@tyotoriffle
@chrisdebois1
@jennife98347554
@tntjohn1717
@mickeegee2020

Top Replied-To in G9:
@frameofmind
@stephenleahy
@nasa
@buchart
@guardian

Top Replied-To in G10:
@junkscience
@cedarleif
@imsuresteve
@shellenbergermd
@chicomendes_mty
@peterdclack
@cryptovegan

Top Mentioned
Top Mentioned in Entire Graph:
@michaelemann
@polarscience_uw
@physorg_com
@wef
@ejwwest
@jeffgoodell
@oscarswild1
@johndublin10
@leigh_stearns
@antarcticglacie

Top Mentioned in G1:
@pwhillman1
@peterdclack

Top Mentioned in G2:
@ecosensenow
@jw_redacted_
@keillerdon
@kkotakorpi
@mattjcan
@dragonflyjonez

Top Mentioned in G3:
@engineersbot
@stormwallvideos

Top Mentioned in G4:
@physorg_com
@wef
@copernicuseu
@ohiou
@michaelemann
@natureclimate
@ecoshock
@iconickevin
@eliotjacobson

Top Mentioned in G5:
@polarscience_uw
@nsidc
@rollingstone
@csiro

Top Mentioned in G6:
@michaelemann
@jeffgoodell
@antarcticglacie
@rdlarter
@msnbc
@revkin
@glacierthwaites
@columbiaclimate
@guardian
@ghostpanther

Top Mentioned in G7:
@ejwwest
@oscarswild1
@johndublin10
@thedisproof
@mikedel21893959
@dawntj90
@paul4science
@barbarajdurkin
@narvuntien
@climatehope2

Top Mentioned in G8:
@youtube
@dbirch214
@polanimalaus
@govinslee
@kiryenet
@stonesculptorjn
@moldeboy1
@bastardgrimm
@10kclimate
@swcrisis

Top Mentioned in G9:
@nsidc
@barentsnews
@noaancei
@atlestaalesen
@smartice_arctic
@nasa
@ebyalyssa
@noaa
@esa

Top Mentioned in G10:
@shellenbergermd
@zerohedge
@laurencerhunt
@junkscience
@cedarleif

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@zyitegadgets
@edinburghwatch
@ejlazar
@newsoneplace
@andyvermaut
@robre62
@mobiquotes
@69nicebot69
@independent

Top Tweeters in G1:
@powerglobalus
@mgt_coull26
@biffrbear
@beeahoney_
@julie34479
@terrytyler4
@rob_kimbell
@dorvaltony
@gsawision
@sarapadmore

Top Tweeters in G2:
@lyndae222
@filterednews
@redeemedseven
@dragonflyjonez
@susaninlaguna
@real_dr_roy
@rf_jenkins
@andyhammers
@politiwars
@famdoc7

Top Tweeters in G3:
@zyitegadgets
@newsoneplace
@andyvermaut
@mobiquotes
@dclarediane
@simpleweather4u
@knowmadyash
@victorb123
@bbcpropaganda
@miragenewscom

Top Tweeters in G4:
@seabreeze757
@dgendvil
@pmartinauthor
@changetocindy
@daretothink53
@gezgintrk
@laura78703
@ancientbob
@garden4u_wa
@annfinster

Top Tweeters in G5:
@yarosisnancy
@ken_crichlow
@darylgibson
@eloycam2012
@lovabelow98
@steph80335
@ranjona
@luluonti
@manx_maid
@anonomouse1981

Top Tweeters in G6:
@guardian
@markplackett1
@mikereesem
@michaelpurvis64
@gandhiincindia
@crlulukat
@washingtonpost
@terrilltf
@waterflowerm
@alcinx

Top Tweeters in G7:
@helperstream
@rmack2x
@carlos_s01
@jane__eden
@hl10pm
@lawyer4laws
@dickmackintosh
@friendsoscience
@robmeekel
@oscarswild1

Top Tweeters in G8:
@newzfox
@tea4gunssc
@tan123
@whittymike
@johnnicklay2
@chrisri80029765
@noturbine
@stonesculptorjn
@grnconservatism
@craigthomler

Top Tweeters in G9:
@69nicebot69
@orgetorix
@john1966olsen
@rog_2
@kostian_v
@boggywood
@42_dolphins
@smartecocity
@stefanoppk
@jonharding77

Top Tweeters in G10:
@zerohedge
@mlas
@grancake
@j_dickson12
@rldcarync
@bigbobdc68
@markbishopuk
@tedmilo100
@boreguru
@jeaninex9