#ArcticHeatwave, Twitter, 6/24/2020 1:49:42 AM, 229806


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#ArcticHeatwave_2020-06-23_17-46-34.xlsx
#ArcticHeatwave_2020-06-23_17-46-34.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 24, 2020
Short Description:
#ArcticHeatwave via NodeXL https://bit.ly/3fOMQ4c
@mikarantane
@defis_eu
@conflits_fr
@chroniquegerard
@copernicuseu
@pierre_markuse
@terliwetter
@tonyveco
@wmo
@cbcwatcher8

Top hashtags:
#siberia
#arcticheatwave
#climateaction
#imageoftheday
#euspace
#arctic

Description:
Description
The graph represents a network of 4,709 Twitter users whose recent tweets contained "#ArcticHeatwave", 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, 24 June 2020 at 00:47 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 34-minute period from Monday, 15 June 2020 at 14:48 UTC to Wednesday, 24 June 2020 at 00:22 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 : 4709
Unique Edges : 6627
Edges With Duplicates : 859
Total Edges : 7486
Number of Edge Types : 5
Retweet : 5009
Mentions : 143
Tweet : 184
MentionsInRetweet : 2116
Replies to : 34
Self-Loops : 197
Reciprocated Vertex Pair Ratio : 0.00530503978779841
Reciprocated Edge Ratio : 0.0105540897097625
Connected Components : 126
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 4458
Maximum Edges in a Connected Component : 7205
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.779855
Graph Density : 0.000307713514478052
Modularity : 0.676677
NodeXL Version : 1.0.1.435
Data Import : The graph represents a network of 4,709 Twitter users whose recent tweets contained "#ArcticHeatwave", 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, 24 June 2020 at 00:47 UTC.

The tweets in the network were tweeted over the 8-day, 9-hour, 34-minute period from Monday, 15 June 2020 at 14:48 UTC to Wednesday, 24 June 2020 at 00:22 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 : #ArcticHeatwave
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.bbc.com/news/science-environment-53140069
[18] https://twitter.com/defis_eu/status/1275337831704035328
[18] https://www.cbsnews.com/news/arctic-hottest-temperature-ever/
[15] https://www.theguardian.com/environment/2020/jun/17/climate-crisis-alarm-at-record-breaking-heatwave-in-siberia?utm_source=Nature+Briefing&utm_campaign=127f23e0a3-briefing-dy-20200618&utm_medium=email&utm_term=0_c9dfd39373-127f23e0a3-45004781
[12] https://twitter.com/ScottDuncanWX/status/1273997213623033862
[11] https://www.theguardian.com/environment/2020/jun/17/climate-crisis-alarm-at-record-breaking-heatwave-in-siberia
[8] https://www.bbc.co.uk/news/science-environment-53140069
[8] https://twitter.com/mikarantane/status/1274279541075312640
[7] https://twitter.com/CarbonBrief/status/1275465757669949440
[6] https://twitter.com/defis_eu/status/1275337834937884676

Top URLs in Tweet in G1:
[1] https://twitter.com/defis_eu/status/1275337834937884676
[1] https://twitter.com/WMO/status/1275001460464418816
[1] https://twitter.com/scottduncanwx/status/1273998428498989056

Top URLs in Tweet in G2:
[2] https://twitter.com/defis_eu/status/1275337831704035328
[2] https://www.bbc.co.uk/news/science-environment-53140069
[1] https://tweetedtimes.com/v/3677?s=tnp

Top URLs in Tweet in G4:
[3] https://twitter.com/defis_eu/status/1275337831704035328
[2] https://twitter.com/Laurie_Garrett/status/1274534067254550529
[1] https://twitter.com/defis_eu/status/1275337834937884676
[1] https://twitter.com/ShahidForChange/status/1274596764943740930
[1] https://twitter.com/mikarantane/status/1273918423899287553?s=20
[1] https://twitter.com/mikarantane/status/1274279541075312640?s=20
[1] https://twitter.com/defis_eu/status/1275337831704035328?s=20
[1] https://environmentalnewsroom.wordpress.com/2020/06/07/world-oceans-day/
[1] https://www.flickr.com/photo.gne?short=2jdCS7s
[1] https://www.flickr.com/photo.gne?short=2jdA5Pu

Top URLs in Tweet in G5:
[4] https://www.theguardian.com/environment/2020/jun/17/climate-crisis-alarm-at-record-breaking-heatwave-in-siberia
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=229722
[2] https://twitter.com/mikarantane/status/1274279541075312640
[2] https://twitter.com/gretathunberg/status/1274288799716081665
[2] https://twitter.com/scottduncanwx/status/1273997213623033862
[1] https://twitter.com/NOAAClimate/status/1275066681476317193
[1] https://www.theguardian.com/environment/2020/jun/17/climate-crisis-alarm-at-record-breaking-heatwave-in-siberia?utm_source=Nature+Briefing&utm_campaign=127f23e0a3-briefing-dy-20200618&utm_medium=email&utm_term=0_c9dfd39373-127f23e0a3-45004781
[1] https://www.bbc.co.uk/news/science-environment-53140069
[1] https://www.severe-weather.eu/recent-events/arctic-heat-russia-mk/
[1] https://trib.al/f4an1xD

Top URLs in Tweet in G6:
[7] https://twitter.com/defis_eu/status/1275337831704035328
[6] https://twitter.com/ScottDuncanWX/status/1273997213623033862
[4] https://www.bbc.co.uk/news/science-environment-53140069
[4] https://www.bbc.com/news/science-environment-53140069
[3] https://twitter.com/scottduncanwx/status/1273997213623033862
[2] https://twitter.com/mikarantane/status/1274279541075312640
[2] https://www.cbsnews.com/news/arctic-hottest-temperature-ever/
[2] https://apple.news/AVpK3aRa7RomLI1tOAPU_Ag
[2] https://twitter.com/defis_eu/status/1275337834937884676
[1] https://twitter.com/chrisnelder/status/1270444634292903936

Top URLs in Tweet in G7:
[6] https://twitter.com/CarbonBrief/status/1275465757669949440
[1] https://twitter.com/WeatherProf/status/1273999190448889857
[1] https://twitter.com/defis_eu/status/1275337831704035328
[1] https://twitter.com/billmckibben/status/1274809554044432391
[1] https://twitter.com/davidsirota/status/1274567657589596160
[1] https://twitter.com/free_greenland/status/1273324933402316801

Top URLs in Tweet in G8:
[13] https://www.theguardian.com/environment/2020/jun/17/climate-crisis-alarm-at-record-breaking-heatwave-in-siberia?utm_source=Nature+Briefing&utm_campaign=127f23e0a3-briefing-dy-20200618&utm_medium=email&utm_term=0_c9dfd39373-127f23e0a3-45004781
[13] https://www.cbsnews.com/news/arctic-hottest-temperature-ever/
[1] https://twitter.com/notosingleuse/status/1275538219707310085
[1] https://www.commondreams.org/news/2020/06/22/scares-me-says-bill-mckibben-arctic-hits-1004degf-hottest-temperature-record
[1] https://twitter.com/Arati4Congress/status/1274729338496262145

Top URLs in Tweet in G9:
[26] https://www.bbc.com/news/science-environment-53140069

Top Domains
Top Domains in Tweet in Entire Graph:
[116] twitter.com
[30] bbc.com
[28] theguardian.com
[20] cbsnews.com
[11] co.uk
[11] flickr.com
[4] com.lb
[3] nodexlgraphgallery.org
[3] forbes.com
[3] washingtonpost.com

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[2] twitter.com
[2] co.uk
[1] tweetedtimes.com

Top Domains in Tweet in G4:
[13] twitter.com
[11] flickr.com
[1] wordpress.com
[1] theguardian.com

Top Domains in Tweet in G5:
[7] twitter.com
[5] theguardian.com
[3] nodexlgraphgallery.org
[1] co.uk
[1] severe-weather.eu
[1] trib.al

Top Domains in Tweet in G6:
[46] twitter.com
[6] co.uk
[4] bbc.com
[3] cbsnews.com
[2] apple.news
[1] msn.com
[1] mapsofworld.com
[1] forbes.com
[1] washingtonpost.com
[1] youtube.com

Top Domains in Tweet in G7:
[11] twitter.com

Top Domains in Tweet in G8:
[13] theguardian.com
[13] cbsnews.com
[2] twitter.com
[1] commondreams.org

Top Domains in Tweet in G9:
[26] bbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2123] siberia
[2086] arcticheatwave
[1254] climateaction
[1225] imageoftheday
[1222] euspace
[867] arctic
[700] celsius
[452] verhojansk
[290] wildfires
[259] wildfire



Top Hashtags in Tweet in G1:
[29] arcticheatwave
[23] siberia
[14] arctic
[11] imageoftheday
[11] climateaction
[11] euspace
[8] wildfire
[5] russia
[5] pyrocumulonimbus
[4] wildfires

Top Hashtags in Tweet in G2:
[1578] siberia
[1189] arcticheatwave
[1158] climateaction
[1156] imageoftheday
[1152] euspace
[425] arctic
[405] verhojansk
[12] wildfire
[10] wildfires
[10] russia

Top Hashtags in Tweet in G3:
[697] celsius
[1] onu
[1] réchauffement
[1] arcticheatwave
[1] climatechange

Top Hashtags in Tweet in G4:
[500] arcticheatwave
[468] siberia
[382] arctic
[266] wildfires
[233] wildfire
[168] russia
[102] sentinel2
[84] sakharepublic
[73] arcticcircle
[59] pyrocumulonimbus

Top Hashtags in Tweet in G5:
[22] arcticheatwave
[7] climatecrisis
[6] arctic
[4] climatechange
[4] climateaction
[3] siberia
[3] climatechangenews
[2] verhojansk
[2] russia
[2] usa

Top Hashtags in Tweet in G6:
[87] arcticheatwave
[21] climatechange
[13] arctic
[10] globalwarming
[10] siberia
[8] climateemergency
[8] climatecrisis
[6] heatwave
[5] arcticcircle
[4] climateaction

Top Hashtags in Tweet in G7:
[68] arcticheatwave
[36] arcticfires
[20] siberia
[10] arctic
[7] climatechange
[6] heat
[6] sealevelrise
[5] wildfire
[3] wildfires
[3] verhojansk

Top Hashtags in Tweet in G8:
[30] arcticheatwave
[14] climatechange
[2] celsius
[1] siberia
[1] ecological

Top Hashtags in Tweet in G9:
[27] arcticheatwave
[26] arcticwarming
[1] imageoftheday
[1] climateaction
[1] euspace
[1] siberia

Top Hashtags in Tweet in G10:
[1] jäämerenrata
[1] arktis
[1] arcticheatwave
[1] ilmastokriisi

Top Words
Top Words in Tweet in Entire Graph:
[5254] #arcticheatwave
[2904] 38
[2789] records
[2446] record
[2391] 1885
[2282] #arctic
[2256] #siberia
[2071] temperature
[1905] 2020
[1772] circle

Top Words in Tweet in G1:
[1565] #arcticheatwave
[1542] records
[1537] record
[1535] 38
[1533] verhojansk
[1533] russian
[1533] town
[1533] east
[1533] siberia
[1533] known

Top Words in Tweet in G2:
[1910] temperature
[1643] #arcticheatwave
[1578] #siberia
[1576] #arctic
[1563] #sentinel3
[1562] #climateaction
[1558] circle
[1524] 2020
[1507] 45
[1506] reached

Top Words in Tweet in G3:
[1394] degrés
[697] chaleur
[697] 38
[697] #celsius
[697] ont
[697] été
[697] relevés
[697] samedi
[697] nord
[697] cercle

Top Words in Tweet in G4:
[761] #arcticheatwave
[617] #arctic
[597] #siberia
[507] #russia
[444] #opendata
[405] june
[397] image
[396] wide
[364] today
[346] km

Top Words in Tweet in G5:
[106] med
[96] #arcticheatwave
[72] verhojansk
[67] 38
[65] är
[60] 1885
[59] sibirien
[59] ett
[53] långa
[53] extrema

Top Words in Tweet in G6:
[87] #arcticheatwave
[28] arctic
[21] #climatechange
[15] circle
[13] #arctic
[13] temperatures
[10] degrees
[10] 100
[10] recorded
[10] #globalwarming

Top Words in Tweet in G7:
[77] #arcticheatwave
[72] map
[48] here's
[42] land
[39] next
[37] burning
[37] fire
[36] #arcticfires
[36] getting
[36] lots

Top Words in Tweet in G8:
[41] #arcticheatwave
[26] terrifying
[16] #climatechange
[14] world
[14] news
[14] trending
[13] underway
[13] implications
[13] absolutely
[13] more

Top Words in Tweet in G9:
[28] #arcticheatwave
[27] circle
[26] arctic
[26] sees
[26] 'highest
[26] ever'
[26] recorded
[26] temperatures
[26] #arcticwarming
[2] records

Top Words in Tweet in G10:
[48] ja
[25] #arcticheatwave
[24] arktis
[24] sulaa
[24] paahtuu
[24] mutta
[24] moni
[24] haluaisi
[24] rakentaa
[24] tänne

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1690] #arctic,circle
[1666] #arcticheatwave,#climateaction
[1636] town,east
[1636] known,exceptionally
[1636] winters,broke
[1636] heat,record
[1635] exceptionally,cold
[1635] cold,winters
[1635] broke,time
[1635] time,heat

Top Word Pairs in Tweet in G1:
[1533] verhojansk,russian
[1533] russian,town
[1533] town,east
[1533] east,siberia
[1533] siberia,known
[1533] known,exceptionally
[1533] exceptionally,cold
[1533] cold,winters
[1533] winters,broke
[1533] broke,time

Top Word Pairs in Tweet in G2:
[1558] #arcticheatwave,#climateaction
[1556] #arctic,circle
[1505] land,surface
[1505] surface,temperature
[1502] temperature,lst
[1501] 2019,2020
[1152] #climateaction,#euspace
[1151] #imageoftheday,#arcticheatwave
[1097] #siberia,19
[1097] 19,june

Top Word Pairs in Tweet in G3:
[697] chaleur,38
[697] 38,degrés
[697] degrés,#celsius
[697] #celsius,ont
[697] ont,été
[697] été,relevés
[697] relevés,samedi
[697] samedi,nord
[697] nord,cercle
[697] cercle,polaire

Top Word Pairs in Tweet in G4:
[251] june,2020
[251] full,size
[251] km,wide
[239] today,copernicuseu
[214] copernicuseu,#sentinel2
[203] #arctic,#wildfire
[192] size,#remotesensing
[154] during,#arcticheatwave
[153] 2020,#copernicus
[153] #copernicus,#sentinel

Top Word Pairs in Tweet in G5:
[53] långa,extrema
[53] extrema,värmeböljan
[53] värmeböljan,över
[53] över,sibirien
[53] sibirien,denna
[53] denna,försommar
[53] försommar,är
[53] är,bland
[53] bland,märkligaste
[53] märkligaste,väderhändelser

Top Word Pairs in Tweet in G6:
[12] arctic,circle
[6] #climatechange,#arcticheatwave
[6] circle,sees
[5] 100,degrees
[5] sees,'hottest
[5] 'hottest,ever'
[4] #arcticheatwave,#climatecrisis
[4] #climatechange,#globalwarming
[4] ever',temperatures
[4] recorded,temperatures

Top Word Pairs in Tweet in G7:
[36] #arcticfires,getting
[36] getting,lots
[36] lots,queries
[36] queries,exactly
[36] exactly,burning
[36] burning,#arcticheatwave
[36] #arcticheatwave,boreal
[36] boreal,forest
[36] forest,tundra
[36] tundra,fires

Top Word Pairs in Tweet in G8:
[13] #arcticheatwave,underway
[13] underway,#climatechange
[13] implications,#arcticheatwave
[13] #arcticheatwave,absolutely
[13] absolutely,terrifying
[13] terrifying,more
[13] more,terrifying
[13] terrifying,world
[13] world,being
[13] being,run

Top Word Pairs in Tweet in G9:
[26] arctic,circle
[26] circle,sees
[26] sees,'highest
[26] 'highest,ever'
[26] ever',recorded
[26] recorded,temperatures
[26] temperatures,#arcticheatwave
[26] #arcticheatwave,#arcticwarming

Top Word Pairs in Tweet in G10:
[24] arktis,sulaa
[24] sulaa,paahtuu
[24] paahtuu,mutta
[24] mutta,moni
[24] moni,haluaisi
[24] haluaisi,rakentaa
[24] rakentaa,tänne
[24] tänne,vielä
[24] vielä,rautatien
[24] rautatien,kuljettamaan

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@copernicuseu
@wmo
@esa_eo
@terliwetter
@stracma
@defis_eu
@at_brif
@queenofpeat
@michaelmanneu
@lfkraus

Top Mentioned in G2:
@defis_eu
@vonderleyen

Top Mentioned in G4:
@copernicuseu
@wmo
@esa_eo
@terliwetter
@stracma
@defis_eu
@at_brif
@queenofpeat
@michaelmanneu
@lfkraus

Top Mentioned in G5:
@gretathunberg
@lorettonews
@mikarantane
@heatwavekgns
@keraunosobs
@parholmgren
@_aukera
@dawnroseturner
@solon594bce
@e_rawlins

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@jurylady5
@as_sakimori
@ez4u2say_janis
@_redfrog
@nobby15
@wqqn
@john1966olsen
@angelakorras
@metaquest

Top Tweeters in G1:
@jurylady5
@as_sakimori
@ez4u2say_janis
@nobby15
@wqqn
@angelakorras
@metaquest
@der_bluthund
@icblues
@flipthescript8

Top Tweeters in G2:
@billnigh
@ken_crichlow
@daveyk317
@curiocat13
@khuze_elikhulu
@dalek_fan
@ybreevaart67_63
@thisislule
@princejvstin
@esme_hornbeam

Top Tweeters in G3:
@altai_armande
@_tomacns
@lapin47
@chrolloslut
@fckbvzzle
@tatiiana243
@laybrosluc
@jrmiej
@angana80
@clem953

Top Tweeters in G4:
@_redfrog
@john1966olsen
@mwhalan
@hermitme1
@wendyverran
@forgerat
@faully33
@swentol
@javioru
@lfkraus

Top Tweeters in G5:
@dawnroseturner
@solon594bce
@noreallyhowcome
@morpheo
@cilanivre
@bylinebelife
@muhitreza
@robertklavus
@anettesjobe
@hanserikerik

Top Tweeters in G6:
@mtvenglishnews
@mapsofworld
@grahamelucas
@indiatimes
@animalnsw2015
@artenfrance
@tkaz99
@politwoopsnl
@franbille_
@ballgameskeith

Top Tweeters in G7:
@markplackett1
@mahanthanut
@ctrentham88
@fernandorainr
@achaido
@drsimevans
@leohickman
@saulocorona
@yconsor
@cloo8_

Top Tweeters in G8:
@dichristine
@grannysidney
@cbcwatcher8
@gabrielarcari2
@dorenefc
@juristblog
@johnocap
@ivybono1
@jeangenevie1
@srart25

Top Tweeters in G9:
@justafandavid
@alesalvi12
@bg_grace
@davidisaksen
@dhruvsharmaits1
@cumberscottie
@butterflytongue
@kategodart
@ohhhmygiddyaunt
@whatters1

Top Tweeters in G10:
@ambrowoll
@frozencalamity
@pohnake
@kestinen
@goldie19508
@miikkakeranen
@niksii86
@jaakkookulta
@karilapio
@_0r1on_


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