(weather OR climate) (anomalies OR anomaly), Twitter, 5/2/2021 7:38:19 AM, 253949


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(weather OR climate) (anomalies OR anomaly) Twitter NodeXL SNA Map and Report for sunnuntai, 02 touk
(weather OR climate) (anomalies OR anomaly) Twitter NodeXL SNA Map and Report for sunnuntai, 02 touk
From:
mihkal
Uploaded on:
May 02, 2021
Short Description:
(weather OR climate) (anomalies OR anomaly) via NodeXL https://bit.ly/3vu1Dcm
@zlabe
@copernicusecmwf
@nasagiss
@unfccc
@krvast
@jacenty19264446
@eet_foundation
@climatesociety
@pat_wx
@weatherdotus

Top hashtags:
#arctic
#ar6
#cop28
#siberia
#esotc
#natgas
#climate

Description:
Description
The graph represents a network of 571 Twitter users whose recent tweets contained "(weather OR climate) (anomalies OR anomaly)", 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 Sunday, 02 May 2021 at 07:27 UTC.

The tweets in the network were tweeted over the 7-day, 9-hour, 44-minute period from Saturday, 24 April 2021 at 12:22 UTC to Saturday, 01 May 2021 at 22:06 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 : 571
Unique Edges : 751
Edges With Duplicates : 193
Total Edges : 944
Number of Edge Types : 5
Retweet : 353
MentionsInRetweet : 220
Replies to : 35
Tweet : 93
Mentions : 243
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0,00257400257400257
Reciprocated Edge Ratio : 0,00513478818998716
Connected Components : 71
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 716
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,537831
Graph Density : 0,00239346176298891
Modularity : 0,649924
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 571 Twitter users whose recent tweets contained "(weather OR climate) (anomalies OR anomaly)", 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 Sunday, 02 May 2021 at 07:27 UTC.

The tweets in the network were tweeted over the 7-day, 9-hour, 44-minute period from Saturday, 24 April 2021 at 12:22 UTC to Saturday, 01 May 2021 at 22:06 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 : (weather OR climate) (anomalies OR anomaly)
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 Color : Out-Degree
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[90] https://climate.copernicus.eu/climate-indicators/temperature
[58] https://climate.copernicus.eu/esotc/2020/heat-siberia
[17] https://www.pivotalweather.com/model.php?m=gefs&p=sfct_anom&rh=2018030806&fh=gif&r=conus&dpdt
[11] http://iridl.ldeo.columbia.edu/maproom/ENSO/SST_Plots/Weekly_Anomaly.html
[11] http://iri.columbia.edu/our-expertise/climate/enso/enso-essentials/
[8] https://www.pivotalweather.com/model.php?m=eps&p=850t_anom&rh=2018111200&fh=gif&r=conus&dpdt=
[8] https://www.cpc.ncep.noaa.gov/products/people/mchen/CFSv2FCST/weekly/
[8] https://www.pivotalweather.com/model.php?m=ecmwf&p=850t_anom&rh=2021040412&fh=gif&r=conus&dpdt=&mc=
[6] https://weather.us/model-charts/euro/usa-west/anomaly-geopot-500hpa.html
[6] https://www.severe-weather.eu/global-weather/gulf-stream-amoc-ocean-anomaly-united-states-europe-fa/

Top URLs in Tweet in G1:
[85] https://climate.copernicus.eu/climate-indicators/temperature
[56] https://climate.copernicus.eu/esotc/2020/heat-siberia
[2] https://www.ncdc.noaa.gov/data-access/marineocean-data/extended-reconstructed-sea-surface-temperature-ersst-v5
[2] https://bamwx.com/2021/04/29/4-29-21-south-america-sharing-latest-soil-moisture-anomalies-eyeing-impactful-hot-dry-conditions-lingering-in-brazil-ahead-k/

Top URLs in Tweet in G2:
[2] https://climate.copernicus.eu/climate-indicators/temperature

Top URLs in Tweet in G3:
[1] https://climate.copernicus.eu/climate-indicators/temperature

Top URLs in Tweet in G4:
[1] https://climate.copernicus.eu/climate-indicators/temperature
[1] https://twitter.com/BigJoeBastardi/status/1388237248789983233

Top URLs in Tweet in G5:
[2] https://bamwx.com/2021/04/29/4-29-21-south-america-sharing-latest-soil-moisture-anomalies-eyeing-impactful-hot-dry-conditions-lingering-in-brazil-ahead-k/
[1] http://www.msn.com/en-ca/video/news/pacific-moisture-vs-arctic-air-battle-over-alberta/vi-BB1g0kL6?ocid=st
[1] https://youtu.be/xHTM3aeK69I
[1] https://dailymotion.com/video/x2r0k8l
[1] https://www.foreignaffairs.com/articles/world/2018-11-29/climate-shocks-and-humanitarian-crises
[1] https://www.facebook.com/watch/?v=767925053870046
[1] https://news.utexas.edu/2021/04/12/aerial-laser-imaging-for-better-natural-disaster-preparation-and-response/
[1] https://www.youtube.com/watch?v=gVoo0Q4hNpw&feature=youtu.be

[1] https://strangesounds.org/2021/04/weather-anomalies-world-video.html
[1] https://www.dreamstime.com/bad-weather-snow-rain-grass-plants-walk-way-natural-anomaly-spring-heavy-city-image217183262

Top URLs in Tweet in G7:
[11] http://iridl.ldeo.columbia.edu/maproom/ENSO/SST_Plots/Weekly_Anomaly.html
[11] http://iri.columbia.edu/our-expertise/climate/enso/enso-essentials/
[1] https://climate.copernicus.eu/climate-indicators/temperature

Top URLs in Tweet in G9:
[6] https://weather.us/model-charts/euro/usa-west/anomaly-geopot-500hpa.html
[4] https://weather.us/model-charts/euro/usa/anomaly-geopot-500hpa.html
[2] https://water.weather.gov/precip/

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=C-zkhz037_Y&feature=youtu.be

[2] https://www.youtube.com/watch?v=jJFhgFlKoEA&feature=youtu.be

[1] https://www.youtube.com/watch?v=pnp1OzubKZw&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[149] copernicus.eu
[33] pivotalweather.com
[22] columbia.edu
[10] weather.us
[10] noaa.gov
[6] severe-weather.eu
[6] youtube.com
[5] gov.uk
[4] twitter.com
[4] strangesounds.org

Top Domains in Tweet in G1:
[141] copernicus.eu
[2] noaa.gov
[2] bamwx.com

Top Domains in Tweet in G2:
[2] copernicus.eu

Top Domains in Tweet in G3:
[1] copernicus.eu

Top Domains in Tweet in G4:
[1] copernicus.eu
[1] twitter.com

Top Domains in Tweet in G5:
[2] bamwx.com
[1] msn.com
[1] youtu.be
[1] dailymotion.com
[1] foreignaffairs.com
[1] facebook.com
[1] utexas.edu
[1] youtube.com
[1] strangesounds.org
[1] dreamstime.com

Top Domains in Tweet in G7:
[22] columbia.edu
[1] copernicus.eu

Top Domains in Tweet in G9:
[10] weather.us
[2] weather.gov

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] arctic
[58] ar6
[58] cop28
[57] siberia
[56] esotc
[41] natgas
[15] climate
[9] wxtwitter
[5] climatechange
[4] weather



Top Hashtags in Tweet in G1:
[119] arctic
[57] siberia
[56] esotc
[2] brazil
[2] agwx
[2] oatt
[2] corn
[2] soybeans
[2] safrinha
[2] argentina

Top Hashtags in Tweet in G2:
[57] ar6
[57] cop28
[9] climate
[9] wxtwitter
[3] arctic
[2] cop26
[2] itspossible

Top Hashtags in Tweet in G3:
[1] climate

Top Hashtags in Tweet in G5:
[2] climatecrisis
[2] brazil
[2] agwx
[2] oatt
[2] corn
[2] soybeans
[2] safrinha
[2] argentina
[1] allatraunites
[1] creativesociety

Top Hashtags in Tweet in G7:
[1] arctic
[1] ar6
[1] cop28

Top Hashtags in Tweet in G10:
[2] climate
[1] earth
[1] mystery
[1] planet
[1] hidden
[1] resonance
[1] cryptoviewing
[1] allatratv
[1] breakingnews
[1] newswatch

Top Words
Top Words in Tweet in Entire Graph:
[819] the
[516] in
[385] to
[315] temperature
[280] anomalies
[273] over
[228] of
[224] by
[219] climate
[208] for

Top Words in Tweet in G1:
[384] the
[232] over
[207] temperature
[205] by
[172] to
[170] land
[170] 1850
[151] anomalies
[149] data
[142] more

Top Words in Tweet in G2:
[203] in
[146] the
[76] to
[70] c
[69] 2021
[68] 5
[66] temperatures
[64] anomalies
[61] 1
[60] climate

Top Words in Tweet in G3:
[6] of
[6] the
[5] to
[4] it
[3] noelturner194
[3] jgorman2424
[3] martinjbern
[3] sueytonius
[3] roypentland
[3] bubbasranch

Top Words in Tweet in G4:
[12] the
[12] and
[8] for
[8] a
[7] to
[6] average
[5] anomalies
[5] over
[5] in
[5] is

Top Words in Tweet in G5:
[34] the
[21] weather
[15] anomalies
[15] of
[14] to
[14] in
[10] is
[9] for
[8] a
[8] and

Top Words in Tweet in G6:
[70] in
[35] today
[35] like
[35] every
[35] day
[35] but
[35] white
[35] and
[35] below
[35] zero

Top Words in Tweet in G7:
[27] the
[23] more
[22] is
[22] enso
[15] in
[13] data
[12] our
[11] latest
[11] weekly
[11] nino3

Top Words in Tweet in G8:
[40] the
[30] a
[20] has
[20] been
[20] t
[10] talks
[10] about
[10] climate
[10] change
[10] and

Top Words in Tweet in G9:
[40] the
[20] to
[20] in
[16] ridge
[16] of
[10] building
[10] will
[10] bring
[10] above
[10] average

Top Words in Tweet in G10:
[5] via
[5] youtube
[4] i
[4] for
[3] a
[3] anomaly
[3] #climate
[2] solar
[2] storm
[2] tracking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[209] in,the
[171] temperature,anomalies
[123] surface,air
[123] air,temperature
[95] c,above
[92] relative,to
[91] above,the
[91] temperature,anomaly
[90] global,land
[90] land,temperature

Top Word Pairs in Tweet in G1:
[149] temperature,anomalies
[119] surface,air
[119] air,temperature
[86] c,above
[85] global,land
[85] land,temperature
[85] anomalies,since
[85] since,1850
[85] 1850,comparison
[85] comparison,between

Top Word Pairs in Tweet in G2:
[80] in,the
[68] 5,c
[66] c,in
[59] 1,5
[57] persistent,heat
[57] heat,above
[57] above,siberia
[57] siberia,hardly
[57] hardly,any
[57] any,negative

Top Word Pairs in Tweet in G3:
[3] disorderdipolar,drolkrad_eht
[3] bobathon,kritzoventer
[3] w44xc555,affitthro
[3] kaya78229577,williammarsward
[3] whompywombat,rulebylogic
[3] greytonka,erikfrijns
[2] jackklok,rattle_resists
[2] rattle_resists,automatrix66_kc
[2] goodcollie,schrdin79008382
[2] calgarypatty,disorderdipolar

Top Word Pairs in Tweet in G4:
[3] not,looking
[3] looking,super
[3] super,exciting
[3] exciting,for
[3] for,warm
[3] warm,weather
[3] weather,fans
[3] fans,for
[3] for,the
[3] the,foreseeable

Top Word Pairs in Tweet in G5:
[5] of,the
[3] weather,anomalies
[3] the,weather
[3] to,change
[2] arctic,air
[2] of,this
[2] is,a
[2] weather,anomaly
[2] climate,change
[2] from,the

Top Word Pairs in Tweet in G6:
[35] today,like
[35] like,every
[35] every,day
[35] day,but
[35] but,in
[35] in,white
[35] white,and
[35] and,below
[35] below,zero
[35] zero,temperature

Top Word Pairs in Tweet in G7:
[12] in,our
[11] the,latest
[11] latest,weekly
[11] weekly,nino3
[11] nino3,4
[11] 4,sst
[11] sst,anomaly
[11] anomaly,is
[11] is,0
[11] which,is

Top Word Pairs in Tweet in G8:
[20] has,been
[10] talks,about
[10] about,climate
[10] climate,change
[10] change,and
[10] and,its
[10] its,effect
[10] effect,the
[10] the,environment
[10] environment,has

Top Word Pairs in Tweet in G9:
[14] in,the
[12] ridge,in
[10] building,ridge
[10] will,bring
[10] above,average
[8] over,the
[6] we,mentioned
[6] mentioned,the
[6] the,building
[6] the,east

Top Word Pairs in Tweet in G10:
[5] via,youtube
[2] solar,storm
[2] storm,tracking
[2] tracking,polar
[2] polar,echo
[2] echo,anomaly
[2] anomaly,s0
[2] s0,news
[2] news,apr
[2] apr,23

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@copernicusecmwf
@nasagiss
@unfccc
@youtube
@sueytonius
@swcrisis
@rulebylogic
@jgorman2424
@martinjbern
@roypentland

Top Mentioned in G1:
@copernicusecmwf
@nasagiss
@copernicuseu

Top Mentioned in G2:
@unfccc
@nasagiss
@copernicusecmwf
@nasa
@cop26

Top Mentioned in G3:
@jgorman2424
@martinjbern
@sueytonius
@roypentland
@bubbasranch
@jimdtweet
@25_cycle
@swcrisis
@sciencejustwins
@thinks_about_it

Top Mentioned in G4:
@copernicusecmwf
@khayhoe
@thebritishertwi
@ingersolrobert
@joetheatheistp
@glenncarr6
@ianrowley677
@27legin
@thedisproof
@brknman

Top Mentioned in G7:
@copernicusecmwf
@nasagiss
@unfccc
@climatesociety

Top Mentioned in G10:
@youtube
@neloangelo314
@ainittomai
@mrmbb333

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@mhall55nine
@_redfrog
@dgendvil
@o_franco_aleman
@ken_crichlow
@dcexaminer
@olumideidowu
@liliana_dorina
@smilenewa

Top Tweeters in G1:
@robre62
@_redfrog
@dgendvil
@ken_crichlow
@forgerat
@swentol
@hilde57293257
@mwt2008
@elleallever
@solhog

Top Tweeters in G2:
@pmagn
@morphizm
@geo_risk
@lizlassetter
@dmengel51
@carlosdezadeza
@billlinton1
@thedtfgroup
@nasa
@veggirlq

Top Tweeters in G3:
@neasdenparade
@cyrusshares
@regimechangebc
@geraldkutney
@noelturner194
@roypentland
@sturmlliouville
@particle96
@greytonka
@ejwwest

Top Tweeters in G4:
@tokyo_tom
@boggywood
@cyclejunkie88
@oscarswild1
@chimera414
@dawntj90
@simonpearson961
@kctaz
@alshalloway
@insane_voice

Top Tweeters in G5:
@rpujolvives
@sci_tek
@bamwxcom
@busbyj2
@halfq_halfq
@yasir_xcite
@tracycollins13
@biodiversitysos
@stealthcontact
@blondeinengland

Top Tweeters in G6:
@mhall55nine
@o_franco_aleman
@liliana_dorina
@smilenewa
@gabrielanthonyp
@catherinepiech2
@666_rolf
@vanoudenhaegen
@dsanina2015
@ivon_ehd1

Top Tweeters in G7:
@lluviasucv
@cumulunimbus
@climvari
@johanndejesus
@kahumoanaike
@climatesociety
@jaag1968
@weathersri
@marianomendezz
@arielbertossi

Top Tweeters in G8:
@olumideidowu
@redmayne_robert
@dheenylkhair
@mayokun_iyaomo
@kaymusty
@ploggingnigeria
@ekelejiata
@eet_foundation
@baiyereoluwati2
@climaticmind

Top Tweeters in G9:
@oma_oma_1
@jensmotsch
@fortymilefrank
@wwhitness
@pugabenjy
@weatherdotus
@benjamintal31
@jacob_feuer
@nganewswire

Top Tweeters in G10:
@neloangelo314
@polping1
@youtube
@cryptoviewing
@ainittomai
@mrmbb333
@olgaschmidt_
@beznosd
@wericc