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(#arctic OR #antarctic) Twitter NodeXL SNA Map and Report for torstai, 19 toukokuuta 2022 at 17.33 U (experimental version)
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From:
mihkal
Uploaded on:
May 19, 2022
Short Description:
(#arctic OR #antarctic) via NodeXL https://bit.ly/3MA9PB0
@zlabe
@nsidc
@chriscartw83
@laurie_garrett
@platformadam
@wmo
@arcticfrontiers
@wedonthavetime
@esenermiserturk
@noaa

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

Description:
Description
The graph represents a network of 2 430 Twitter users whose recent tweets contained "(#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, 19 May 2022 at 17:56 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 39-minute period from Wednesday, 11 May 2022 at 08:40 UTC to Thursday, 19 May 2022 at 17:20 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 : 2430
Unique Edges : 4174
Edges With Duplicates : 1544
Total Edges : 5718
Number of Edge Types : 5
Retweet : 1804
MentionsInRetweet : 2368
Mentions : 808
Tweet : 655
Replies to : 83
Self-Loops : 691
Reciprocated Vertex Pair Ratio : 0,028328611898017
Reciprocated Edge Ratio : 0,0550964187327824
Connected Components : 359
Single-Vertex Connected Components : 159
Maximum Vertices in a Connected Component : 1464
Maximum Edges in a Connected Component : 4317
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6,038301
Graph Density : 0,000737996127045118
Modularity : 0,695262
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2 430 Twitter users whose recent tweets contained "(#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, 19 May 2022 at 17:56 UTC.

The tweets in the network were tweeted over the 8-day, 8-hour, 39-minute period from Wednesday, 11 May 2022 at 08:40 UTC to Thursday, 19 May 2022 at 17:20 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Fruchterman-Reingold layout algorithm.
Graph Source : TwitterSearch
Graph Term : (#arctic 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:
[193] http://nsidc.org/arcticseaicenews/2022/05/springtime-in-the-arctic/
[60] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[44] http://noaa.gov/news/april-2022-tied-as-earths-fifth-warmest
[35] https://www.carbonbrief.org/guest-post-piecing-together-arctic-sea-ice-history-1850
[32] https://journals.ametsoc.org/view/journals/clim/31/8/jcli-d-17-0436.1.xml
[32] https://www.theguardian.com/world/2022/may/16/arctic-mine-expansion-rejection-narwhal-canada
[31] https://marmarabasin.com/siyaset/arktik-jeopolitigi-nato-masasina-kadar-geldi-190679.htm
[30] https://app.wedonthavetime.org/posts/229977e0-a3f3-4df2-9bdf-b5f52fb39816?utm_source=twitter%26utm_medium=social%26utm_campaign=ArcticFires-warning
[30] https://twitter.com/UN/status/1525869364179705861
[23] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/

Top URLs in Tweet in G1:
[189] http://nsidc.org/arcticseaicenews/2022/05/springtime-in-the-arctic/
[54] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[34] https://www.carbonbrief.org/guest-post-piecing-together-arctic-sea-ice-history-1850
[31] https://journals.ametsoc.org/view/journals/clim/31/8/jcli-d-17-0436.1.xml
[22] https://sites.uci.edu/zlabe/arctic-sea-ice-volumethickness/
[13] https://nsidc.org/cryosphere/icelights/2013/09/sea-ice-age-matters
[10] https://sites.uci.edu/zlabe/arctic-temperatures/
[9] https://journals.ametsoc.org/view/journals/bams/102/8/BAMS-D-21-0086.1.xml
[5] http://noaa.gov/news/april-2022-tied-as-earths-fifth-warmest
[4] https://nsidc.org/cryosphere/icelights/2011/05/sea-ice-and-arctic-coast

Top URLs in Tweet in G2:
[30] https://app.wedonthavetime.org/posts/229977e0-a3f3-4df2-9bdf-b5f52fb39816?utm_source=twitter%26utm_medium=social%26utm_campaign=ArcticFires-warning
[8] https://www.sciencedaily.com/releases/2021/10/211012150028.htm
[2] https://sites.uci.edu/zlabe/arctic-sea-ice-extentconcentration/
[1] https://journals.ametsoc.org/view/journals/clim/31/8/jcli-d-17-0436.1.xml
[1] https://www.theguardian.com/world/2022/may/16/arctic-mine-expansion-rejection-narwhal-canada
[1] https://journals.ametsoc.org/view/journals/bams/102/8/BAMS-D-21-0086.1.xml
[1] https://www.carbonbrief.org/guest-post-piecing-together-arctic-sea-ice-history-1850

Top URLs in Tweet in G3:
[9] https://www.ogimet.com/cgi-bin/gsynres?lang=en&ind=71355&ndays=30
[5] https://hottestnewspredictions.blogspot.com/2022/05/media-confirmation-us-army-poised-to.html
[4] https://drive.google.com/file/d/1R9ECObd5RUz-FOE-XhoETeoZ-6pe4Nwc/view?usp=sharing
[4] https://docs.google.com/document/d/e/2PACX-1vRuIj_e1QZ1Us_v-ptRSrrvVaEWZ0mpc9_xcTQRJmUQUMJpsUn0TsgDSQFzjOIDWZcIVXM6OX6lsf7D/pub
[3] https://www.flickr.com/photos/toshio1/52054004532/in/dateposted/
[3] https://clairvoyantdimitrinkastaikova.weebly.com/blog---hottest-news-predictions/media-confirmation-us-army-poised-to-revamp-alaska-forces-to-prep-for-arctic-fight-may-132022-as-predicted-by-clairvoyant-house-dimitrinka-staikova-and-daughters-in-their-book-published-january-15-2022-weapons-empires-elections-2022-cl
[2] https://apnews.com/article/russia-ukraine-alaska-weather-army-05c4bf5097a566a60b7f4c0ddb71150c
[2] https://clairvoyant-dimitrinka-staikova.mystrikingly.com/blog/media-confirmation-u-s-army-poised-to-revamp-alaska-forces-to-prep-for
[2] https://www.theguardian.com/world/2022/may/15/endurance-wreck-threatened-global-heating-technology-mensun-bound?CMP=share_btn_tw
[2] https://warehousediscounts.net/2022/05/oneplus-9-5g-uk-sim-free-smartphone-with-hasselblad-camera-for-mobile-arctic-sky-8gb-ram-128gb-2-year-warranty/

Top URLs in Tweet in G4:
[30] https://twitter.com/UN/status/1525869364179705861
[20] https://twitter.com/TheEconomist/status/1525888092455985152
[9] https://www.sciencedirect.com/journal/geoderma/about/forthcoming-special-issues
[6] https://arctic-rcc.org/acf-spring-2022
[6] https://twitter.com/ArcRCC_N/status/1523938502962036738
[5] https://aw2022.org/
[5] https://www.helsinki.fi/en/news/climate-change/are-new-carbon-sinks-appearing-arctic?utm_source=twitter&utm_medium=social_owned&utm_campaign=ilmasto
[4] https://twitter.com/AtteKorhola/status/1526616416081874945
[4] https://polareducator.org/get-involved/join-the-2022-pei-council/
[4] https://polarjournal.ch/en/2022/05/06/armed-icebreaker-to-protect-us-interests/

Top URLs in Tweet in G5:
[12] https://www.cbc.ca/news/canada/north/plastic-pollution-arctic-1.6444999
[8] https://www.theguardian.com/world/2022/may/16/arctic-mine-expansion-rejection-narwhal-canada
[7] https://www.iarpccollaborations.org/events/22257
[7] https://www.thompsoncitizen.net/national-news/inuit-fear-ruling-on-arctic-mine-expansion-could-hasten-ongoing-narwhal-decline-5354887
[6] https://www.highnorthnews.com/en/novatek-increasingly-fails-sell-gas-european-hubs-avoid-russian-company
[4] https://ca.news.yahoo.com/plastic-found-inside-arctic-char-202104098.html
[4] https://edition.cnn.com/2022/05/07/weather/antarctica-ice-sheet-climate-ecosystem/index.html
[4] https://www.egmontinstitute.be/jobs-internships-and-opportunities/
[3] https://twitter.com/iarc_alaska/status/1526346835924635650
[3] https://www.arcus.org/research-seminar-series

Top URLs in Tweet in G6:
[15] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Fchapter%2F10.1007%2F978-3-030-89312-5_7
[6] https://rgs-ibg.onlinelibrary.wiley.com/doi/abs/10.1111/area.12802
[5] https://womeninthearcticandantarctic.ca/2019/12/19/ingrid-medby/
[5] https://choice.npr.org/index.html?origin=https://www.npr.org/2022/05/12/1098585422/russia-may-become-the-only-non-nato-nation-in-the-arctic-sparking-fears-of-confl?t=1652419780779
[5] https://www.bbc.com/news/science-environment-61337864
[3] https://twitter.com/ITK_CanadaInuit/status/1524431047445917699
[3] https://www.rcinet.ca/eye-on-the-arctic/2022/05/11/will-the-green-transition-be-the-new-economic-motor-in-the-arctic/
[3] https://www.rcinet.ca/eye-on-the-arctic/2022/05/13/u-s-army-poised-to-revamp-alaska-forces-to-prep-for-arctic-fight/
[3] https://www.rcinet.ca/eye-on-the-arctic/2022/05/18/biggest-construction-sites-in-arctic-russia-could-turn-into-ghost-towns/
[3] https://www.universetoday.com/155666/antarctica-lost-an-ice-shelf-but-gained-an-island/

Top URLs in Tweet in G7:
[4] http://www.arctic-council.org/explore/topics/climate/
[4] https://www.youtube.com/watch?v=oAeKPAOiQIg&feature=youtu.be

[3] https://www.dfo-mpo.gc.ca/oceans/mpa-zpm/index-eng.html
[3] https://www.cryopolitics.com/2022/05/13/russia-china-arctic/
[3] https://icysea.app/
[2] https://ocean.org/climate-change/changing-arctic/
[2] https://twitter.com/YukonUresearch/status/1513668449591074819
[2] https://www.dfo-mpo.gc.ca/transparency-transparence/briefing-breffage/2021/GCC-CCG-eng.htm
[2] http://www.arctic-council.org/explore/topics/arctic-peoples/our-changing-home/
[2] http://www.arctic-council.org/active/

Top URLs in Tweet in G8:
[8] https://www.utas.edu.au/research/degrees/available-projects/projects/humanities/arts-residences-in-extreme-environments
[6] https://www.utas.edu.au/research/degrees/available-projects/projects/social-sciences/negotiating-resilience-in-a-new-antarctic-tourism-context
[4] http://www.antarctica.gov.au/nuyina/about/
[4] https://twitter.com/SAMuseum/status/1526429781994049546
[3] https://www.face-it-project.eu/2022/04/12/highly-productive-ice-algal-mats-in-arctic-melt-ponds-primary-production-and-carbon-turnover/
[2] https://www.face-it-project.eu/2022/05/19/new-research-topic-in-frontiers-in-marine-science-tourism-and-outdoor-recreation-in-a-melting-world/
[2] https://www.face-it-project.eu/2022/05/01/hyposalinity-affects-diurnal-photoacclimation-patterns-in-the-rhodophyte-palmaria-palmata-under-mimicked-arctic-summer-conditions/
[2] https://www.pyroscience.com/en/applications/customer-reports/effect-of-rising-sea-surface-temperatures-on-kelp-photosynthesis-and-respiration-in-the-arctic
[2] https://www.imperial.ac.uk/news/236261/newly-discovered-lake-hold-secret-antarctic/
[2] https://divemagazine.com/scuba-diving-news/ernest-shackleton-endurance-wreck-found

Top URLs in Tweet in G9:
[13] https://www.eventbrite.com/e/polar-insecurities-the-future-of-global-affairs-in-the-circumpolar-north-registration-334092398357
[5] https://www.belfercenter.org/event/arctic-ocean-governance-cooperation-after-conflict
[2] https://www.thearcticinstitute.org/arctic-military-infrastructure-olavsvern-case/
[2] https://www.thearcticinstitute.org/the-arctic-this-week-take-five-week-of-may-9-2022/?cn-reloaded=1
[2] https://twitter.com/madsfred/status/1526154169161334784
[2] https://arcticeconomiccouncil.com/news/aec-put-blue-economy-on-the-agenda-at-arctic-frontiers/
[1] https://www.nordicenergy.org/article/nordic-energy-challenge-2022/
[1] https://businessindexnorth.com/sites/b/businessindexnorth.com/files/bin_rapport-2022-v2_lq.pdf

Top URLs in Tweet in G10:
[3] https://www.youtube.com/watch?v=r9lDDetKMi4&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[217] twitter.com
[217] nsidc.org
[94] uci.edu
[47] noaa.gov
[44] theguardian.com
[43] ametsoc.org
[36] blogspot.com
[35] carbonbrief.org
[31] marmarabasin.com
[30] wedonthavetime.org

Top Domains in Tweet in G1:
[206] nsidc.org
[86] uci.edu
[40] ametsoc.org
[34] carbonbrief.org
[7] noaa.gov
[2] columbia.edu
[2] mdpi.com
[2] youtube.com
[2] theguardian.com
[2] tos.org

Top Domains in Tweet in G2:
[30] wedonthavetime.org
[8] sciencedaily.com
[2] ametsoc.org
[2] uci.edu
[1] theguardian.com
[1] carbonbrief.org

Top Domains in Tweet in G3:
[19] twitter.com
[9] spacenews.com
[9] ogimet.com
[8] google.com
[6] blogspot.com
[5] canadianbestseller.com
[4] instagram.com
[4] theguardian.com
[4] etsy.com
[4] goo.gl

Top Domains in Tweet in G4:
[78] twitter.com
[21] polarjournal.ch
[9] sciencedirect.com
[6] arctic-rcc.org
[5] polareducator.org
[5] aw2022.org
[5] helsinki.fi
[3] unis.no
[3] umu.se
[2] arcticyearbook.com

Top Domains in Tweet in G5:
[14] twitter.com
[14] cbc.ca
[8] theguardian.com
[7] iarpccollaborations.org
[7] thompsoncitizen.net
[6] highnorthnews.com
[5] springer.com
[5] yahoo.com
[5] cnn.com
[4] womeninthearcticandantarctic.ca

Top Domains in Tweet in G6:
[19] rcinet.ca
[15] springer.com
[6] bbc.com
[6] wiley.com
[5] womeninthearcticandantarctic.ca
[5] npr.org
[4] thedrive.com
[3] twitter.com
[3] universetoday.com
[3] spacenews.com

Top Domains in Tweet in G7:
[16] arctic-council.org
[8] youtube.com
[6] twitter.com
[5] gc.ca
[3] cryopolitics.com
[3] icysea.app
[2] ocean.org
[2] arcticpeoples.com
[2] campaign-archive.com
[2] thearcticinstitute.org

Top Domains in Tweet in G8:
[14] edu.au
[7] face-it-project.eu
[5] twitter.com
[4] gov.au
[3] ac.uk
[2] pyroscience.com
[2] divemagazine.com
[1] apple.com
[1] uarctic.org
[1] nsidc.org

Top Domains in Tweet in G9:
[13] eventbrite.com
[5] belfercenter.org
[4] thearcticinstitute.org
[2] twitter.com
[2] arcticeconomiccouncil.com
[1] nordicenergy.org
[1] businessindexnorth.com

Top Domains in Tweet in G10:
[3] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2522] arctic
[345] antarctic
[239] seaice
[193] climatecrisis
[155] climatechange
[141] climate
[132] antarctica
[125] russia
[110] climateemergency
[95] svalbard



Top Hashtags in Tweet in G1:
[445] arctic
[36] seaice
[31] akwx
[9] climatecrisis
[5] antarctic
[5] april
[5] stateofclimate
[4] greenland
[4] climateemergency
[4] world

Top Hashtags in Tweet in G2:
[115] arctic
[40] climateemergency
[38] arcticfires
[38] copernicus
[38] sentinel2
[38] sakharepublic
[38] batagay
[38] siberia
[38] russia
[38] wildfires2022russia

Top Hashtags in Tweet in G3:
[236] arctic
[42] seaice
[34] antarctic
[28] alaska
[25] climatechange
[20] army
[20] book
[18] clairvoyant
[18] dimitrinka
[18] breaking

Top Hashtags in Tweet in G4:
[161] arctic
[40] climate
[31] climatecrisis
[28] antarctica
[22] antarctic
[21] news
[20] russian
[20] biodiversity
[18] climatechange
[15] research

Top Hashtags in Tweet in G5:
[186] arctic
[28] af2022
[21] plasticpollution
[10] russia
[9] arcticfrontiers2022
[8] baffinland
[8] antarctic
[7] security
[7] climate
[6] climatechange

Top Hashtags in Tweet in G6:
[116] arctic
[21] antarctic
[15] russia
[14] climatechange
[12] antarctica
[9] storymap
[9] geographyteachers
[9] students
[9] esriuk
[9] edutwitter

Top Hashtags in Tweet in G7:
[88] arctic
[20] antarctic
[11] seaice
[10] climatechange
[10] icysea
[7] indigenous
[7] didyouknow
[7] mymoes
[5] svalbard
[4] climatereport

Top Hashtags in Tweet in G8:
[43] antarctic
[22] arctic
[8] arts
[8] extreme
[7] faceitproject
[7] endurance
[6] eupolarcluster
[6] arcticresearch
[6] arcticscience
[6] histsci

Top Hashtags in Tweet in G9:
[70] arctic
[32] futuregreenland2022
[28] nuuk
[6] af2022
[5] greenland
[5] research
[4] economy
[4] blueeconomy
[4] sustainability
[4] hydrogen

Top Hashtags in Tweet in G10:
[76] arctic
[72] climatecrisis
[54] climateemergency
[38] russiaonfire
[38] antarctica
[32] cryosphere
[18] methane
[18] climatemergency
[14] world

Top Words
Top Words in Tweet in Entire Graph:
[4650] the
[2523] #arctic
[2208] of
[2033] in
[1485] to
[1304] and
[1088] ice
[1055] a
[890] is
[876] for

Top Words in Tweet in G1:
[904] the
[750] of
[655] ice
[630] sea
[445] #arctic
[427] in
[413] by
[386] was
[384] years
[377] that

Top Words in Tweet in G2:
[287] the
[131] in
[115] #arctic
[87] of
[64] to
[60] fire
[60] climate
[58] may
[46] its
[46] km

Top Words in Tweet in G3:
[236] #arctic
[229] the
[136] of
[111] in
[105] and
[104] to
[63] 2022
[62] arctic
[58] a
[58] for

Top Words in Tweet in G4:
[410] the
[171] in
[161] #arctic
[126] of
[100] to
[78] and
[68] years
[62] 5
[47] is
[42] will

Top Words in Tweet in G5:
[390] the
[186] #arctic
[186] in
[150] to
[134] of
[120] and
[104] for
[101] is
[87] a
[87] amp

Top Words in Tweet in G6:
[234] the
[127] in
[116] #arctic
[95] and
[92] of
[83] to
[68] for
[64] a
[38] that
[35] arctic

Top Words in Tweet in G7:
[245] the
[94] to
[88] #arctic
[76] in
[71] of
[68] and
[62] is
[43] amp
[43] for
[36] as

Top Words in Tweet in G8:
[75] the
[58] to
[45] in
[45] and
[43] #antarctic
[38] a
[26] at
[24] you
[22] #arctic
[21] of

Top Words in Tweet in G9:
[146] the
[70] #arctic
[67] to
[51] amp
[44] and
[43] of
[42] our
[40] in
[39] with
[34] a

Top Words in Tweet in G10:
[105] in
[90] over
[90] average
[88] 1
[76] #arctic
[72] 2022
[72] #climatecrisis
[71] 05
[63] 1c
[59] 0

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[831] in,the
[775] the,#arctic
[728] sea,ice
[453] of,the
[370] that,was
[367] years,of
[367] age,or
[366] area,covered
[366] covered,by
[366] by,sea

Top Word Pairs in Tweet in G1:
[557] sea,ice
[358] area,covered
[358] covered,by
[358] by,sea
[358] ice,that
[358] that,was
[358] was,4
[358] 4,years
[358] years,of
[358] of,age

Top Word Pairs in Tweet in G2:
[58] the,#arctic
[45] in,the
[41] of,the
[38] first,visible
[38] visible,#arcticfires
[38] #arcticfires,by
[38] by,#copernicus
[38] #copernicus,#sentinel2
[38] #sentinel2,may
[38] may,11th

Top Word Pairs in Tweet in G3:
[33] the,#arctic
[31] in,the
[31] raw,data
[30] courtesy,of
[30] of,nsidc
[30] nsidc,#seaice
[30] #seaice,raw
[29] of,the
[28] ice,extent
[22] #arctic,ice

Top Word Pairs in Tweet in G4:
[60] in,the
[60] the,#arctic
[44] of,the
[31] the,world
[30] parts,of
[30] world,especially
[30] especially,the
[30] #arctic,have
[30] have,long
[30] long,surpassed

Top Word Pairs in Tweet in G5:
[102] in,the
[88] the,#arctic
[46] the,arctic
[46] of,the
[38] for,the
[18] is,in
[18] it,is
[15] and,the
[15] big,picture
[14] to,the

Top Word Pairs in Tweet in G6:
[44] the,#arctic
[35] in,the
[22] of,the
[22] the,arctic
[21] out,in
[15] arctic,requires
[15] requires,infrastructural
[15] infrastructural,and
[15] and,climate
[15] climate,change

Top Word Pairs in Tweet in G7:
[43] the,#arctic
[28] to,the
[23] in,the
[22] for,the
[18] it,is
[18] is,still
[16] of,the
[13] #arctic,and
[11] as,fast
[11] fast,as

Top Word Pairs in Tweet in G8:
[14] look,at
[14] at,#antarctic
[12] the,#antarctic
[10] in,the
[9] for,you
[8] if,you
[8] has,been
[8] or,maybe
[8] maybe,your
[8] your,interest

Top Word Pairs in Tweet in G9:
[26] the,#arctic
[19] of,the
[19] way,to
[19] between,amp
[18] will,be
[14] for,the
[13] #arctic,institute
[13] institute,is
[13] is,proud
[13] proud,to

Top Word Pairs in Tweet in G10:
[90] over,average
[71] 05,2022
[54] 1,1c
[38] temperature,anomalies
[38] feeding,#russiaonfire
[38] #russiaonfire,#arctic
[38] yesterday,#antarctica
[38] c,below
[38] #climatecrisis,#climateemergency
[36] average,in

Top Replied-To
Top Replied-To in Entire Graph:
@profstrachan
@aussietechbloke
@jackthelad1947
@faceitarctic
@climatesentinel
@russia
@egypt20016
@theflateartherr
@atlasspace
@publico

Top Replied-To in G1:
@zlabe

Top Replied-To in G2:
@profstrachan
@jackthelad1947

Top Replied-To in G4:
@paulnicklen
@cheapsellotape

Top Replied-To in G5:
@ecophyte

Top Replied-To in G6:
@gurseltokmakogl

Top Replied-To in G7:
@icds_tallinn

Top Replied-To in G8:
@faceitarctic
@samuseum
@naomiforrest22
@vkomyakova13

Top Replied-To in G9:
@arcticfrontiers

Top Replied-To in G10:
@icegoingsouth

Top Mentioned
Top Mentioned in Entire Graph:
@nsidc
@noaancei
@wmo
@copernicusecmwf
@climatologist49
@wedonthavetime
@arcticfrontiers
@journalpolar
@polar_research
@debraruh

Top Mentioned in G1:
@nsidc
@climatologist49
@copernicusecmwf
@zlabe
@uafgina
@uafoceans
@noaancei
@nomenugget_ak
@knomnews
@wmo

Top Mentioned in G2:
@wmo
@wedonthavetime
@debraruh
@seth_leitman
@amazingchevvolt
@kirillklip
@charluv2011
@gretathunberg
@thenergynet
@christinemilne

Top Mentioned in G3:
@_oscience

Top Mentioned in G4:
@polar_research
@journalpolar
@umeauniversity
@unisvalbard
@geoderma_jrnl
@schaedelc
@permafrostcn
@pyrn_official
@arcticresearch
@science_ku

Top Mentioned in G5:
@arcticfrontiers
@uafairbanks
@polarinstitute
@streeternews
@espenbartheide
@saminuorra
@wwfcanada
@iarpccollab
@urmaspaet
@anufredrikson

Top Mentioned in G6:
@antarcticglacie
@lauraboyall1
@jen_thornton1
@esriuk
@cbcnews
@iasc_arctic
@ingridagnete
@jackienortham
@npr
@atlestaalesen

Top Mentioned in G7:
@arcticcouncil
@drjitendrasingh
@ncaor_goa
@gopiye
@kumaravinash13
@osisaf
@esaclimate
@ipcc_ch
@kritimishras
@rajeevan61

Top Mentioned in G8:
@aarhusuni
@elizabeth_leane
@eupolarcluster
@faceitarctic
@carlsbergfondet
@ehess_fr
@cansengooi
@annehardytas
@unibremen
@samuseum

Top Mentioned in G9:
@canadiannorth
@arcticambkod
@andreasosthagen
@belfercenter
@mutebegede
@tromsfylke
@arctic_pol
@madsfred
@arcticfrontiers

Top Tweeters
Top Tweeters in Entire Graph:
@henrirouen
@newsoneplace
@hirogallery
@w_angels_wings
@jondknight
@yymods
@wadakashiho
@housecracka
@dgendvil
@zeynazerda

Top Tweeters in G1:
@ken_crichlow
@haltaq
@jav_riv
@lizl_genealogy
@iramey
@tiredinor4now
@noche_y_calima
@joanaamorais
@necropolitix
@smartguitar1

Top Tweeters in G2:
@lehimesa
@dancas2
@jilliemary
@blanketcrap
@njdoc
@cberrl
@amazingchevvolt
@markburgerenerg
@charluv2011
@golwgymor

Top Tweeters in G3:
@newsoneplace
@moritzbhg
@researchpool
@dasauge_jobs
@thingsaboutgod
@kanadianbest
@tribulation_mrt
@money_personal
@shopmatrixuk
@cbcwatcher8

Top Tweeters in G4:
@eilonwy24
@anselmonadir
@persistentpengn
@dwatchnews
@suelouises
@basuashis
@laurietmiller
@_lnnen_wt
@melbietoast
@msunielsen

Top Tweeters in G5:
@ucloudify
@ianmcalvert
@americanvendor
@halle2017
@dwatchnews_nam
@johnkleinregina
@madinuk
@dan613
@plasticsimpact
@timdotchoi

Top Tweeters in G6:
@jondknight
@eclectelectric
@ap
@cbcnews
@npr
@googeliart
@xsuzi00
@dangarrett97
@afrikaner
@klausdodds

Top Tweeters in G7:
@saragomezaranci
@adityanag2002
@peyotenft
@oss_romano
@darrylwavepoint
@benjohn65
@moesgoi
@ulkoministerio
@riv39525750
@drjitendrasingh

Top Tweeters in G8:
@bquest_shipsco_
@natgeo
@artsy
@wessexougs
@geosociety
@imperialcollege
@grantham_ic
@catrionaelder
@griffiths_huw
@frontmarinesci

Top Tweeters in G9:
@chuddles11
@timovainionpaa
@belfercenter
@modernfledgling
@khumbu2015
@andrewbresnahan
@nilsajohnsen
@melkoraran
@polarpolicy
@pjcapelotti

Top Tweeters in G10:
@dgendvil
@rhosking252
@karmageddon67
@mbrmark
@robafrosty
@dmengel51
@dancady
@tornadokid3
@andrew9boswell
@sinter959


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