(arctic OR antarctic) ice, Twitter, 3/31/2021 10:40:12 AM, 251648
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(arctic OR antarctic) ice Twitter NodeXL SNA Map and Report for tiistai, 30 maaliskuuta 2021 at 20.3
(arctic OR antarctic) ice Twitter NodeXL SNA Map and Report for tiistai, 30 maaliskuuta 2021 at 20.3
From:
mihkal
Uploaded on:
March 31, 2021
Short Description:
(arctic OR antarctic) ice via NodeXL https://bit.ly/3u437t2
@zlabe
@nsidc
@tethll
@rt_com
@natgeo
@pauledawson
@nasaearth
@sustaintrends
@patrickedenfoto
@wattsupwiththat

Top hashtags:
#arctic
#climate
#climatechange
#climatecrisis
#russia
#russian
#antarctic

Description:
Description
The graph represents a network of 7 640 Twitter users whose recent tweets contained "(arctic OR antarctic) ice", 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, 31 March 2021 at 05:41 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Monday, 22 March 2021 at 17:25 UTC to Tuesday, 30 March 2021 at 20:28 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 : 7640
Unique Edges : 11944
Edges With Duplicates : 2536
Total Edges : 14480
Number of Edge Types : 5
Retweet : 5782
MentionsInRetweet : 3597
Tweet : 1315
Mentions : 3265
Replies to : 521
Self-Loops : 1367
Reciprocated Vertex Pair Ratio : 0,0183715715025013
Reciprocated Edge Ratio : 0,0360802913525874
Connected Components : 1094
Single-Vertex Connected Components : 616
Maximum Vertices in a Connected Component : 5232
Maximum Edges in a Connected Component : 11784
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6,066181
Graph Density : 0,000202306433848349
Modularity : 0,741669
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7 640 Twitter users whose recent tweets contained "(arctic OR antarctic) ice", 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, 31 March 2021 at 05:41 UTC.

The tweets in the network were tweeted over the 8-day, 3-hour, 2-minute period from Monday, 22 March 2021 at 17:25 UTC to Tuesday, 30 March 2021 at 20:28 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 OR antarctic) ice
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:
[343] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together
[312] https://www.nature.com/articles/nature10581
[312] https://climate.gov/news-features/featured-images/2017-arctic-report-card-sea-ice-melting-unprecedented-least-1500-years
[312] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[289] https://www.nasa.gov/feature/goddard/2021/nasa-finds-2021-arctic-winter-sea-ice-tied-for-7th-lowest-on-record?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=114934954
[215] https://www.rt.com/russia/519310-nuclear-submarines-emerge-ice/
[132] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together?xid=twittershare
[110] https://www.nasa.gov/feature/goddard/2021/nasa-finds-2021-arctic-winter-sea-ice-tied-for-7th-lowest-on-record
[110] http://ocean.dmi.dk/arctic/icecover.uk.php
[108] https://orionmagazine.org/article/the-nature-of-plastics/

Top URLs in Tweet in G1:
[54] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together
[24] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together?xid=twittershare
[22] https://www.rt.com/russia/519310-nuclear-submarines-emerge-ice/
[20] https://www.zerohedge.com/geopolitical/watch-3-russian-nuclear-subs-punch-through-arctic-ice-surface-simultaneously
[10] https://nationalpost.com/news/world/three-russian-submarines-surface-and-break-arctic-ice-during-drills
[10] https://www.dailymail.co.uk/news/article-9409319/Putin-hails-Russian-Navy-three-nuclear-missile-submarines-smash-Arctic-ice.html
[10] https://www.livescience.com/russian-nuclear-subs-emerge-arctic-ice.html
[7] https://www.sciencedaily.com/releases/2021/03/210322135221.htm
[7] https://feedpress.me/link/20202/14380141/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together
[6] https://www.thetimes.co.uk/article/warming-of-the-arctic-leaves-inuit-community-in-canada-on-thin-ice-psd6mjnz5

Top URLs in Tweet in G2:
[59] https://on.natgeo.com/3sdHRAy
[58] https://on.natgeo.com/2Pl9ysK
[37] https://www.nationalgeographic.com/environment/article/how-inuit-avoid-falling-through-thinning-Arctic-ice
[34] https://interactive.carbonbrief.org/when-will-the-arctic-see-its-first-ice-free-summer/
[27] https://www.climatechangenews.com/2021/03/18/shipping-industry-can-halve-climate-warming-black-carbon-arctic/
[20] https://www.scmp.com/news/china/diplomacy/article/3127320/could-chill-chinas-ties-west-put-its-polar-silk-road-plans-ice?utm_source=Twitter&utm_medium=share_widget&utm_campaign=3127320
[18] https://www.highnorthnews.com/en/new-study-calculates-risk-vessels-becoming-stuck-arctic-sea-ice
[16] https://www.youtube.com/watch?v=RGeNcoqQlIw&feature=youtu.be

[15] https://nsidc.org/news/newsroom/arctic-sea-ice-maximum-extent-2021
[14] https://www.nationalgeographic.com/animals/article/harp-seals-dying-blanc-sablon-amid-record-low-sea-ice

Top URLs in Tweet in G3:
[285] https://www.nasa.gov/feature/goddard/2021/nasa-finds-2021-arctic-winter-sea-ice-tied-for-7th-lowest-on-record?utm_source=TWITTER&utm_medium=NASA&utm_campaign=NASASocial&linkId=114934954
[92] https://www.nasa.gov/feature/goddard/2021/nasa-finds-2021-arctic-winter-sea-ice-tied-for-7th-lowest-on-record
[23] https://www.nasa.gov/topics/earth/features/antarctic-map.html
[14] https://www.nasa.gov/feature/goddard/2021/nasa-finds-2021-arctic-winter-sea-ice-tied-for-7th-lowest-on-record?utm_source=TWITTER&utm_medium=NASAGoddard&utm_campaign=NASASocial&linkId=114940151
[8] https://euraxess.ec.europa.eu/jobs/613250
[7] https://www.bas.ac.uk/project/bedmap-2/
[7] https://cresis.ku.edu/content/news/newsletter/942
[7] https://svs.gsfc.nasa.gov/cgi-bin/details.cgi?aid=4060
[5] https://bit.ly/ArcticReportCard2020
[4] https://www.livescience.com/antarctica-iceberg-a74-underwater-life.html

Top URLs in Tweet in G4:
[67] https://cp.copernicus.org/articles/15/1063/2019/
[10] https://notrickszone.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/
[5] https://www.pnas.org/content/99/19/12011
[5] https://twitter.com/dodders75/status/1375736898719780866
[4] https://wattsupwiththat.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/
[4] http://ocean.dmi.dk/arctic/icecover.uk.php
[3] http://cp.copernicus.org/articles/15/10
[2] https://www.discovermagazine.com/environment/the-easiest-way-to-fight-global-warming
[2] https://www.nature.com/articles/nature10581
[2] https://climate.gov/news-features/featured-images/2017-arctic-report-card-sea-ice-melting-unprecedented-least-1500-years

Top URLs in Tweet in G5:
[288] https://www.nature.com/articles/nature10581
[288] https://climate.gov/news-features/featured-images/2017-arctic-report-card-sea-ice-melting-unprecedented-least-1500-years
[288] https://sites.uci.edu/zlabe/arctic-sea-ice-figures/
[54] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[16] https://nsidc.org/news/newsroom/arctic-sea-ice-maximum-extent-2021
[12] http://nsidc.org/arcticseaicenews/2021/03/fluctuating-pressures/
[5] https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2020JD033271?cookieSet=1
[5] https://rmets.onlinelibrary.wiley.com/doi/full/10.1002/joc.6850?cookieSet=1
[4] https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2017GL073395?cookieSet=1
[3] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/

Top URLs in Tweet in G6:
[67] https://tvzvezda.ru/news/2021326172-hOcj4.html
[65] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together
[9] https://www.visualcapitalist.com/breaking-the-ice-mapping-changing-arctic/
[6] https://navalpost.com/russian-submarines-nuclear-arctic-exercise-umka-2021/
[5] https://tass.com/defense/1270875
[5] https://twitter.com/mod_russia/status/1375461816529268738
[4] https://thebarentsobserver.com/en/security/2021/03/three-russian-nuclear-ballistic-missile-subs-broke-through-ice-north-pole#.YF4fvysF9g0.twitter
[4] https://www.thedrive.com/the-war-zone/39953/three-russian-ballistic-missile-submarines-just-surfaced-through-the-arctic-ice-together?xid=twittershare
[3] https://tvzvezda.ru/news/forces/content/2021326172-hOcj4.html
[3] https://tass.ru/armiya-i-opk/11006093

Top URLs in Tweet in G7:
[106] http://ocean.dmi.dk/arctic/icecover.uk.php
[49] http://ocean.dmi.dk/arctic/icethickness/images/FullSize_CICE_combine_thick_SM_EN_20210326.png
[38] https://realclimatescience.com/2021/03/bipolar-disorder-in-climate-science/
[34] https://trove.nla.gov.au/newspaper/article/18233023/1068250#
[29] https://notrickszone.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/
[5] https://climatereanalyzer.org/
[5] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[5] https://twitter.com/yota_berlin/status/1177982730933551106
[4] https://nsidc.org/arcticseaicenews/2021/03/arctic-sea-ice-reaches-uneventful-maximum/
[4] https://notrickszone.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/?utm_source=feedly&utm_medium=rss&utm_campaign=antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later

Top URLs in Tweet in G8:
[117] https://www.rt.com/russia/519310-nuclear-submarines-emerge-ice/
[62] https://on.rt.com/b4pa
[6] https://www.navyrecognition.com/index.php/news/defence-news/2021/march/9893-first-time-russian-nuclear-subs-surface-from-under-arctic-ice.html
[1] https://sputniknews.com/russia/202103261082460822-three-russian-nuclear-subs-simultaneously-surface-from-under-ice-in-arctic-for-1st-time-ever--/
[1] https://tvzvezda.ru/news/2021326172-hOcj4.html
[1] http://nsidc.org/arcticseaicenews/2021/03/fluctuating-pressures/
[1] https://thebarentsobserver.com/en/security/2021/03/three-russian-nuclear-ballistic-missile-subs-broke-through-ice-north-pole#.YF4fvysF9g0.twitter

Top URLs in Tweet in G9:
[67] https://www.washingtonpost.com/climate-environment/2020/09/14/glaciers-breaking-antarctica-pine-island-thwaites/?tid=ss_tw
[58] https://www.nationalgeographic.com/environment/article/6-numbers-define-climate-challenge-in-changing-us
[30] https://www.theguardian.com/world/2020/aug/07/canadian-ice-shelf-area-bigger-than-manhattan-collapses-due-to-rising-temperatures?CMP=share_btn_tw
[20] https://www.independent.co.uk/climate-change/news/antarctic-ice-melting-sea-level-rise-thwaites-glacier-study-nasa-a8996596.html
[20] https://www.independent.co.uk/environment/antarctic-ice-melting-sea-level-rise-thwaites-glacier-study-nasa-a8996596.html
[4] https://nbcnews.to/3q4eT4y
[3] https://e360.yale.edu/digest/world-losing-ice-57-percent-faster-than-in-the-1990s-study-finds
[2] https://trib.al/AGTvfgZ
[2] https://ift.tt/3tLnZW8
[1] https://www.nature.com/articles/nature10581

Top URLs in Tweet in G10:
[92] https://wattsupwiththat.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/
[4] https://www.theglobeandmail.com/news/national/scientists-predict-seasonal-ice-free-arctic-by-2015/article1350832/
[3] https://notrickszone.com/2021/03/28/antarctic-sea-ice-grows-2-million-sq-km-area-as-big-as-saudi-arabia-and-hamburg-spring-arriving-later/
[1] https://twitter.com/yota_berlin/status/1177982730933551106
[1] https://www.pnas.org/content/99/19/12011
[1] https://twitter.com/dodders75/status/1375736898719780866

Top Domains
Top Domains in Tweet in Entire Graph:
[482] thedrive.com
[465] nasa.gov
[387] uci.edu
[350] climate.gov
[318] nature.com
[281] rt.com
[231] twitter.com
[191] co.uk
[162] bit.ly
[161] dmi.dk

Top Domains in Tweet in G1:
[79] thedrive.com
[30] twitter.com
[29] zerohedge.com
[23] co.uk
[22] rt.com
[18] youtube.com
[16] livescience.com
[11] msn.com
[10] thebarentsobserver.com
[10] buff.ly

Top Domains in Tweet in G2:
[121] natgeo.com
[53] nationalgeographic.com
[35] youtube.com
[35] carbonbrief.org
[32] scmp.com
[30] twitter.com
[28] bit.ly
[27] climatechangenews.com
[26] ow.ly
[24] nsidc.org

Top Domains in Tweet in G3:
[421] nasa.gov
[8] europa.eu
[7] ac.uk
[7] ku.edu
[5] bit.ly
[4] climate.gov
[4] livescience.com
[3] nsidc.org
[3] nature.com
[3] uci.edu

Top Domains in Tweet in G4:
[70] copernicus.org
[12] notrickszone.com
[7] twitter.com
[6] dmi.dk
[5] pnas.org
[5] wattsupwiththat.com
[5] nasa.gov
[3] climate.gov
[2] timpanogos.blog
[2] discovermagazine.com

Top Domains in Tweet in G5:
[345] uci.edu
[290] nature.com
[288] climate.gov
[28] nsidc.org
[28] wiley.com
[4] ametsoc.org
[4] copernicus.org
[3] doi.org
[3] phys.org
[3] bit.ly

Top Domains in Tweet in G6:
[75] tvzvezda.ru
[69] thedrive.com
[14] twitter.com
[9] visualcapitalist.com
[8] thebarentsobserver.com
[6] navalpost.com
[5] furtherrussia.com
[5] zerohedge.com
[5] gisuser.com
[5] tass.com

Top Domains in Tweet in G7:
[155] dmi.dk
[38] realclimatescience.com
[34] gov.au
[33] notrickszone.com
[14] twitter.com
[9] climatereanalyzer.org
[8] nsidc.org
[6] uci.edu
[4] youtube.com
[3] mongabay.com

Top Domains in Tweet in G8:
[179] rt.com
[6] navyrecognition.com
[1] sputniknews.com
[1] tvzvezda.ru
[1] nsidc.org
[1] thebarentsobserver.com

Top Domains in Tweet in G9:
[67] washingtonpost.com
[58] nationalgeographic.com
[40] co.uk
[30] theguardian.com
[4] nbcnews.to
[3] yale.edu
[2] trib.al
[2] ift.tt
[1] nature.com
[1] climate.gov

Top Domains in Tweet in G10:
[92] wattsupwiththat.com
[4] theglobeandmail.com
[3] notrickszone.com
[2] twitter.com
[1] pnas.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1026] arctic
[251] climate
[213] climatechange
[159] climatecrisis
[149] russia
[144] russian
[112] antarctic
[110] climateaction
[107] actonclimate
[105] globalwarming



Top Hashtags in Tweet in G1:
[36] arctic
[18] russia
[9] climate
[9] seaice
[7] smartnews
[7] science
[7] ice
[7] fmi_marine
[6] news
[6] antarctica

Top Hashtags in Tweet in G2:
[181] arctic
[127] climatechange
[94] climateaction
[88] climate
[77] climatecrisis
[75] climateemergency
[57] actonclimate
[54] energy
[54] noplanetb
[45] globalwarming

Top Hashtags in Tweet in G3:
[47] antarctica
[37] bedmap2
[23] nasa
[17] ice
[14] science
[12] antarctic
[9] arctic
[8] mscajobalert
[8] msca
[7] map

Top Hashtags in Tweet in G4:
[60] climatecrisis
[32] netzero
[22] globalwarming
[12] climatechange
[4] arctic
[2] climatejustice
[2] climate
[2] ice
[1] cdnpoli
[1] marinecloudbrightening

Top Hashtags in Tweet in G5:
[420] arctic
[4] seaice
[3] climatecrisis
[2] cuboulder
[1] rt
[1] climateemergency
[1] actonclimate
[1] climate
[1] energy
[1] noplanetb

Top Hashtags in Tweet in G6:
[105] russia
[56] arctic
[49] submarines
[47] osint
[47] bmø
[27] russian
[3] russiannavy
[3] gisuserpr
[3] geotech
[2] america

Top Hashtags in Tweet in G7:
[27] arctic
[8] rax
[6] climate
[4] climateemergency
[3] climateaction
[2] actonclimate
[2] energy
[2] noplanetb
[1] seaice
[1] permafrost

Top Hashtags in Tweet in G8:
[6] russiannuclearsubs
[6] arcticice
[6] umka
[2] arctic
[1] osint
[1] submarines
[1] bmø
[1] russia

Top Hashtags in Tweet in G9:
[42] actonclimate
[4] arctic
[2] climateemergency
[2] climate
[2] energy
[2] noplanetb
[2] climateaction
[1] climatecrisis
[1] climatechange
[1] globalwarming

Top Hashtags in Tweet in G10:
[18] tdidch

Top Words
Top Words in Tweet in Entire Graph:
[8958] ice
[5985] arctic
[3204] sea
[1754] three
[1721] russian
[1562] submarines
[1295] antarctic
[1145] nuclear
[1125] more
[1099] years

Top Words in Tweet in G1:
[637] ice
[540] arctic
[231] russian
[179] submarines
[171] three
[159] nuclear
[116] sea
[107] simultaneously
[92] antarctic
[92] under

Top Words in Tweet in G2:
[1125] ice
[672] arctic
[332] sea
[181] #arctic
[179] make
[167] more
[150] thinning
[146] system
[138] travel
[136] use

Top Words in Tweet in G3:
[798] arctic
[647] ice
[615] sea
[469] 2021
[398] record
[374] winter
[319] more
[313] data
[308] lowest
[304] years

Top Words in Tweet in G4:
[240] ice
[169] co2
[147] arctic
[93] lower
[92] free
[89] today
[85] warmer
[74] camels
[74] grazing
[73] past

Top Words in Tweet in G5:
[499] ice
[484] sea
[420] #arctic
[381] extent
[297] years
[295] last
[294] summer
[292] late
[291] reconstruction
[289] over

Top Words in Tweet in G6:
[478] arctic
[451] ice
[388] russian
[313] submarines
[243] surfaced
[203] three
[180] first
[180] time
[176] 300
[173] history

Top Words in Tweet in G7:
[496] ice
[334] sea
[241] years
[239] arctic
[201] extent
[182] highest
[116] nytimes
[111] reported
[109] cnn
[109] antarctic

Top Words in Tweet in G8:
[190] arctic
[190] ice
[188] under
[187] time
[186] first
[182] three
[182] submarines
[182] simultaneously
[181] nuclear
[98] russian

Top Words in Tweet in G9:
[331] ice
[140] sea
[135] west
[111] antarctic
[111] glaciers
[107] thwaites
[107] glacier
[107] loss
[101] arctic
[88] 2020

Top Words in Tweet in G10:
[213] ice
[182] sea
[142] antarctic
[94] grows
[93] million
[93] sq
[93] km
[93] area
[93] big
[93] saudi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2801] sea,ice
[1762] arctic,ice
[1208] arctic,sea
[932] three,russian
[733] ice,extent
[577] antarctic,ice
[577] missile,submarines
[568] first,time
[567] ballistic,missile
[516] #arctic,sea

Top Word Pairs in Tweet in G1:
[264] arctic,ice
[111] three,russian
[102] russian,nuclear
[90] sea,ice
[76] ballistic,missile
[66] nuclear,submarines
[64] russian,ballistic
[63] submarines,surfaced
[63] missile,submarines
[57] ice,together

Top Word Pairs in Tweet in G2:
[294] sea,ice
[242] arctic,ice
[134] thinning,arctic
[124] sled,based
[124] based,ice
[123] ice,measuring
[123] measuring,system
[123] system,helps
[123] helps,make
[123] make,travel

Top Word Pairs in Tweet in G3:
[609] sea,ice
[498] arctic,sea
[300] lowest,record
[287] shows,arctic
[285] peak,arctic
[285] ice,winter
[285] winter,2021
[285] 2021,tied
[285] tied,seventh
[285] seventh,lowest

Top Word Pairs in Tweet in G4:
[92] ice,free
[81] free,arctic
[76] co2,lower
[74] camels,grazing
[74] grazing,ice
[72] warmer,today
[70] past,co2
[70] lower,warmer
[67] today,camels
[50] arctic,oops

Top Word Pairs in Tweet in G5:
[469] sea,ice
[405] #arctic,sea
[370] ice,extent
[289] late,summer
[288] reconstruction,late
[288] summer,#arctic
[288] extent,over
[288] over,approximately
[288] approximately,last
[288] last,500

Top Word Pairs in Tweet in G6:
[177] first,time
[159] ballistic,missile
[156] missile,submarines
[154] russian,ballistic
[153] three,russian
[122] surfaced,ice
[119] under,ice
[118] submarines,surfaced
[106] 300,meters
[98] time,history

Top Word Pairs in Tweet in G7:
[311] sea,ice
[194] ice,extent
[182] extent,highest
[176] arctic,sea
[106] six,years
[76] highest,date
[57] highest,last
[57] last,six
[57] years,reported
[57] reported,cnn

Top Word Pairs in Tweet in G8:
[186] first,time
[182] arctic,ice
[180] under,arctic
[96] three,russian
[95] submarines,surfaced
[95] surfaced,under
[95] ice,simultaneously
[94] time,three
[94] russian,navy
[94] navy,nuclear

Top Word Pairs in Tweet in G9:
[71] ice,sheet
[70] antarctic,ice
[70] sea,ice
[68] west,antarctic
[67] enormous,pine
[67] pine,island
[67] island,thwaites
[67] thwaites,glaciers
[67] glaciers,west
[67] west,antarctica

Top Word Pairs in Tweet in G10:
[179] sea,ice
[94] antarctic,sea
[94] ice,grows
[93] grows,million
[93] million,sq
[93] sq,km
[93] km,area
[93] area,big
[93] big,saudi
[93] saudi,arabia

Top Replied-To
Top Replied-To in Entire Graph:
@kenneth72712993
@noelturner194
@denizausten
@keillerdon
@jimdtweet
@zlabe
@simons_seascape
@fwtoney
@dbirch214

Top Replied-To in G1:

Top Replied-To in G2:
@simons_seascape
@fffinbd
@mosaicarctic
@aemoncaar
@perseusrage
@nasaearth
@kenneth72712993
@chrislibertynow
@nsidc
@hausofpayu

Top Replied-To in G3:
@500ccmp3
@egamersfs

Top Replied-To in G4:
@noelturner194
@jimdtweet
@kenneth72712993
@keillerdon
@dawntj90
@fergy1999
@schrdin79008382
@blksbigproblem
@paulreardon013

Top Replied-To in G5:
@zlabe
@fchecker76
@gretathunberg
@tor_lan
@climateskeptic4
@gerryduker52004
@thedisproof
@ahaveland
@climatehawk2
@icy_samuel

Top Replied-To in G6:
@gbrumfiel
@nukestrat
@trbrtc
@alff0x1f
@tonyver45
@theragex
@ccavalleresco

Top Replied-To in G7:
@sooverthis123
@chrislibertynow
@liberat67627787
@man1kspl3nd0r
@climatehuman
@climatologist49
@slunnon1
@tony__heller
@dmdent
@ft_content

Top Replied-To in G8:
@rt_com

Top Replied-To in G9:
@m_goeco

Top Replied-To in G10:
@dbirch214
@geraldkutney
@bscovy1
@cfact
@dawntj90
@detachedobserve
@nigel_farage

Top Mentioned
Top Mentioned in Entire Graph:
@nasaearth
@nsidc
@nasa_ice
@nytimes
@cnn
@npr
@meeratweets
@dawntj90
@thesnp
@d_e_mol

Top Mentioned in G1:
@roguenewsai

Top Mentioned in G2:
@mosaicarctic
@cleanarctic
@imohq
@tomoprater
@natgeo
@smartice_arctic
@arcticprize
@youtube
@nsidc
@assw_2021

Top Mentioned in G3:
@nasaearth
@nasa_ice
@nsidc
@bas_news
@cambridge_uni
@_ukro_
@bas_jobs
@noaa
@nasa
@noaaresearch

Top Mentioned in G4:
@dawntj90
@d_e_mol
@bubbasranch
@geraldkutney
@roypentland
@thinks_about_it
@medbennett
@sustaintrends
@ejwwest
@swcrisis

Top Mentioned in G5:
@nsidc
@zlabe
@gretathunberg
@ericholthaus
@michaelemann
@skepticscience
@unfccc
@ahaveland
@dana1981
@thedisproof

Top Mentioned in G6:
@maxar
@trbrtc
@kingneptune767
@capt_navy
@or_vice_versace
@thewarzonewire
@archer83able
@percypickwick
@covertshores
@basjanlubbers

Top Mentioned in G7:
@nytimes
@cnn
@npr
@pbs
@smh
@climvari
@krvast
@chrislibertynow
@realgeoengwatch
@nsidc

Top Mentioned in G8:
@nsidc

Top Mentioned in G9:
@pauledawson
@ernstkuiper

Top Mentioned in G10:
@wattsupwiththat
@cco8226
@dbirch214
@climaterealists
@geraldkutney

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@belizean_bz
@filafresh
@rashidaldosari
@zyiteblog
@kattavernd
@mlnangalama
@zyitegadgets
@phildecarolis

Top Tweeters in G1:
@jenkers_en
@israelnewslinks
@dclarediane
@pairsonnalitesn
@therussophile
@mbvukutaphiri
@filterednews
@fxbooklttg
@mapocoloco
@dev_discourse

Top Tweeters in G2:
@femtech_
@jondknight
@yymods
@cheezwitham
@johangreg
@iflck
@kimvie
@fieryreddragon
@jmhamiltonblog
@ksp_libs

Top Tweeters in G3:
@oldlady12345
@_redfrog
@ukyomaboroshi
@ruisaldanha
@narumi_satoru
@btzmedina
@barbiesway
@ricardocipago
@juanjo3800
@ttmsnpk

Top Tweeters in G4:
@stevekloscak
@tokyo_tom
@boggywood
@veronicatalbot9
@ronnieressler
@rogerxmathew
@neasdenparade
@alan_poirier
@lamed_vav
@donmcglashen

Top Tweeters in G5:
@dgendvil
@haltaq
@allan_crawshaw
@brade1991
@euphoriceuler
@brandonmscales
@deepgreendesign
@halleverkehrt
@itsguses
@a_standal

Top Tweeters in G6:
@baronianconsult
@888victo888
@4suvariii
@heatherpeno
@janesepmeier
@frioacero
@clarinetwoman2
@paelarrastre
@jfifudhdvhdjzuh
@livegreenordie

Top Tweeters in G7:
@nytimes
@foxnews
@forgerat
@andyhammers
@cnn
@wmathison
@russjensen5
@cachete94249129
@politiwars
@brasilmagic

Top Tweeters in G8:
@viejis39
@gazzahead
@gotothejek
@pavespike
@nayasala
@rt_com
@ciangaia
@dvcstarsonia
@thomas_embleton
@pierre_1er

Top Tweeters in G9:
@3wombats
@glasgow_watch
@tess_blue815
@markburgerenerg
@funnagan
@letsroc137
@queenpeace2017
@michaelpurvis64
@barbb0925
@serabbi

Top Tweeters in G10:
@porridgeisgood
@teppdude
@rf_jenkins
@davidmatheson27
@dude_america
@swedtraders
@dzhray
@chbstone2
@ladypatriot20
@craigsobey


Tags:
#fierbmi #mihkal
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