global warming, Twitter, 11/29/2021 7:21:26 AM, 267171


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global warming_2021-11-28_22-48-44.xlsx
global warming_2021-11-28_22-48-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 29, 2021
Short Description:
global warming via NodeXL https://bit.ly/3xuElFC
@petersweden7
@peterdclack
@cieloyla
@friendsoscience
@robert76907841
@suzy_1776
@climateben
@callmerayf
@therealvicz
@monkeyobservant

Top hashtags:
#torment_planet_has_neared
#globalwarming
#climatechange
#nytimes

Description:
Description
The graph represents a network of 7,395 Twitter users whose tweets in the requested range contained "global warming", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 06:55 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 3-hour, 30-minute period from Friday, 26 November 2021 at 19:24 UTC to Sunday, 28 November 2021 at 22:55 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 : 7395
Unique Edges : 4347
Edges With Duplicates : 12829
Total Edges : 17176
Number of Edge Types : 5
Tweet : 1485
Retweet : 5437
MentionsInRetweet : 6081
Replies to : 1023
Mentions : 3150
Self-Loops : 1647
Reciprocated Vertex Pair Ratio : 0.00953932061423918
Reciprocated Edge Ratio : 0.0188983636782669
Connected Components : 1473
Single-Vertex Connected Components : 574
Maximum Vertices in a Connected Component : 3027
Maximum Edges in a Connected Component : 7893
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.101759
Graph Density : 0.00015870917029194
Modularity : 0.507273
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,395 Twitter users whose tweets in the requested range contained "global warming", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 November 2021 at 06:55 UTC.

The requested start date was Monday, 29 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 3-hour, 30-minute period from Friday, 26 November 2021 at 19:24 UTC to Sunday, 28 November 2021 at 22:55 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 : GraphServerTwitterSearch
Graph Term : global warming
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:
[226] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[23] https://www.scientificamerican.com/article/cleaning-up-air-pollution-may-strengthen-global-warming/
[22] https://forcechange.com/596362/cut-highly-potent-accelerant-pollutant-to-fight-global-warming/
[20] https://awaited-mahdi.com/showthread.php?p=362934
[19] https://www.mahdialumma.org/showthread.php?p=362934
[18] https://bushra-islamia.com/showthread.php?p=362934
[17] https://forcechange.com/596362/cut-highly-potent-accelerant-pollutant-to-fight-global-warming/?utm_source=email-share-thank-you-now
[12] http://nasser-mohammad.com/showthread.php?p=362934
[12] https://mahdialumma.org/showthread.php?p=362934
[7] https://www.vice.com/en/article/dyppzq/climate-change-rice-global-warming

Top URLs in Tweet in G1:
[1] https://twitter.com/spursofficial/status/1464945734378217479
[1] https://twitter.com/petersweden7/status/1464996889464655881

Top URLs in Tweet in G2:
[22] https://forcechange.com/596362/cut-highly-potent-accelerant-pollutant-to-fight-global-warming/
[17] https://forcechange.com/596362/cut-highly-potent-accelerant-pollutant-to-fight-global-warming/?utm_source=email-share-thank-you-now
[4] https://randomdumber.blogspot.com/2021/11/climate-crisis-competing-environment.html
[3] https://www.instagram.com/accounts/login/
[3] https://twitter.com/dbirch214/status/1464578360626065409
[3] https://twitter.com/petersweden7/status/1464996889464655881
[2] https://www.youtube.com/watch?v=-jhwKqKDkzA&feature=youtu.be

[2] https://tribune.net.ph/index.php/2021/11/27/dud-bud/
[2] https://theconversation.com/even-if-we-halt-global-warming-local-climates-will-change-and-we-need-new-experiments-to-understand-how-172482
[2] https://twitter.com/PeterSweden7/status/1464591985172488196

Top URLs in Tweet in G3:
[4] https://www.ipcc.ch/assessment-report/ar6/
[2] https://www.quora.com/What-is-anthropogenic-global-warming/answer/BJ-Chippindale
[2] https://www.nationalgeographic.com/science/article/110720-polar-bears-global-warming-sea-ice-science-environment
[1] https://www.science.org/content/article/even-50-year-old-climate-models-correctly-predicted-global-warming?cookieSet=1
[1] https://www.youtube.com/playlist?list=PLD31689FF928FC420

[1] https://history.aip.org/climate/index.htm
[1] https://news.climate.columbia.edu/2021/02/25/carbon-dioxide-cause-global-warming/
[1] https://threadreaderapp.com/thread/1399145812760932352.html
[1] https://twitter.com/ncdave4life/status/1214102242510483460
[1] https://twitter.com/IcnirpMick/status/1465024661457195015?s=20

Top URLs in Tweet in G4:
[1] https://spectator.com.au/2021/11/global-freezing/
[1] https://www.highnorthnews.com/en/early-winter-freeze-traps-ships-arctic-ice-highlighting-weak-safety-regime
[1] https://informrevolution.blogspot.com/2021/11/man-made-climate-change-is-fraud.html?m=1
[1] https://twitter.com/tan123/status/1461468708879192065
[1] https://climate.nasa.gov/effects/
[1] https://www.ucsusa.org/climate/impacts
[1] https://www.noaa.gov/education/resource-collections/climate/climate-change-impacts
[1] https://www.militarytimes.com/news/your-military/2019/01/18/dod-majority-of-mission-critical-bases-face-climate-change-threats/
[1] https://climate.nasa.gov/evidence/
[1] https://www.washingtonpost.com/business/2021/11/17/holiday-pies-climate-change/?tid=ss_tw

Top URLs in Tweet in G5:
[20] https://awaited-mahdi.com/showthread.php?p=362934
[18] https://bushra-islamia.com/showthread.php?p=362934
[18] https://www.mahdialumma.org/showthread.php?p=362934
[12] http://nasser-mohammad.com/showthread.php?p=362934
[12] https://mahdialumma.org/showthread.php?p=362934
[2] https://mahdialumma.org/showthread.php?p=363774

Top URLs in Tweet in G6:
[1] https://twitter.com/LegInsurrection/status/1464673660493516806

Top URLs in Tweet in G7:
[1] https://theshot.net.au/general-news/scott-morrison-not-with-a-bang-but-a-whimper/

Top URLs in Tweet in G9:
[3] https://therealslog.com/2014/02/21/the-britta-filter-on-climate-change-the-eus-energy-and-green-boss-is-an-ignoramus-on-co2/

Top Domains
Top Domains in Tweet in Entire Graph:
[247] blogspot.com
[184] twitter.com
[42] youtube.com
[39] forcechange.com
[33] mahdialumma.org
[24] scientificamerican.com
[21] co.uk
[20] awaited-mahdi.com
[18] bushra-islamia.com
[16] theguardian.com

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

Top Domains in Tweet in G2:
[109] twitter.com
[39] forcechange.com
[10] blogspot.com
[8] theguardian.com
[7] youtube.com
[6] co.uk
[3] townhall.com
[3] nytimes.com
[3] theconversation.com
[3] instagram.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] ipcc.ch
[2] quora.com
[2] nationalgeographic.com
[1] science.org
[1] youtube.com
[1] aip.org
[1] columbia.edu
[1] threadreaderapp.com
[1] studyres.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] nasa.gov
[2] co.uk
[1] com.au
[1] highnorthnews.com
[1] blogspot.com
[1] ucsusa.org
[1] noaa.gov
[1] militarytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[32] mahdialumma.org
[20] awaited-mahdi.com
[18] bushra-islamia.com
[12] nasser-mohammad.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[1] net.au

Top Domains in Tweet in G9:
[3] therealslog.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[350] torment_planet_has_neared
[241] globalwarming
[221] climatechange
[168] nytimes
[144] guardian
[142] wsj
[101] bloomberg
[101] cnn
[101] cnbc
[101] wapo



Top Hashtags in Tweet in G1:
[1] bcpoli
[1] cdnpoli

Top Hashtags in Tweet in G2:
[11] climatechange
[8] globalwarming
[5] climateemergency
[5] climate
[4] morebollards
[3] climatecrisis
[3] news
[3] nature
[3] preserve_nature
[2] globalwarmingdenial

Top Hashtags in Tweet in G3:
[1] co2
[1] climatedeniers
[1] wtpblue
[1] wtpearth
[1] globalwarming
[1] climatechange
[1] nytimes
[1] guardian
[1] wsj

Top Hashtags in Tweet in G4:
[1] costofnetzero
[1] oott
[1] wti
[1] trustthescience

Top Hashtags in Tweet in G5:
[349] torment_planet_has_neared

Top Hashtags in Tweet in G7:
[1] alboforpm
[1] federalicacnow
[1] rebeccafanning4longman
[1] natzero2022

Top Words
Top Words in Tweet in Entire Graph:
[5930] global
[5597] warming
[1214] november
[1211] petersweden7
[1211] today
[1047] theory
[1044] cold
[1031] climate
[1028] day
[1013] north

Top Words in Tweet in G1:
[1158] petersweden7
[1119] november
[1110] today
[950] cold
[946] extreme
[945] sweden
[945] coldest
[943] 37
[943] 4c
[943] north

Top Words in Tweet in G2:
[659] global
[651] warming
[58] climate
[40] people
[38] change
[34] think
[33] more
[32] snow
[31] gas
[31] one

Top Words in Tweet in G3:
[64] warming
[60] global
[22] johndublin10
[20] ejwwest
[19] climate
[19] dawntj90
[18] 25_cycle
[17] thedisproof
[16] roypentland
[16] robmeekel

Top Words in Tweet in G4:
[256] global
[253] peterdclack
[252] warming
[170] years
[157] 40
[100] google
[100] vast
[98] filtered
[98] questions
[98] doubts

Top Words in Tweet in G5:
[1869] global
[1639] warming
[1023] theory
[747] coronavirus
[575] paris
[531] intensity
[439] climate
[408] agreement
[397] 16
[396] denying

Top Words in Tweet in G6:
[434] guess
[221] 20
[218] sebgorka
[217] newsmax
[217] nancy
[217] pelosi
[217] purchasing
[217] million
[217] home
[217] fl

Top Words in Tweet in G7:
[147] warming
[145] global
[138] year
[137] entire
[137] nations
[137] wiped
[137] earth
[137] reversed
[137] 2000
[136] suzy_1776

Top Words in Tweet in G8:
[136] global
[136] warming
[134] callmerayf
[131] sturgeon
[131] invented
[131] 2017
[130] serial
[130] liar
[130] tries
[130] convince

Top Words in Tweet in G9:
[63] thames
[63] barrier
[63] working
[63] 1982
[63] pretty
[63] much
[63] redundant
[63] installation
[63] built
[62] cromwellstuff

Top Words in Tweet in G10:
[106] global
[106] warming
[64] jaemin
[64] really
[64] went
[64] talking
[64] dinner
[64] hair
[64] color
[63] jaemnzone

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5494] global,warming
[1027] warming,theory
[986] extreme,cold
[985] cold,sweden
[984] sweden,today
[984] today,37
[984] 37,4c
[984] 4c,north
[984] north,coldest
[984] coldest,november

Top Word Pairs in Tweet in G1:
[944] extreme,cold
[944] cold,sweden
[943] petersweden7,extreme
[943] sweden,today
[943] today,37
[943] 37,4c
[943] 4c,north
[943] north,coldest
[943] coldest,november
[943] november,day

Top Word Pairs in Tweet in G2:
[635] global,warming
[32] climate,change
[23] fight,global
[21] greenhouse,gas
[20] reduce,potent
[20] potent,greenhouse
[20] gas,fight
[15] pollution,global
[14] nuclear,fusion
[14] fusion,become

Top Word Pairs in Tweet in G3:
[57] global,warming
[13] ceist8,fchecker76
[7] climate,change
[7] k_b_lvi,stephen04880258
[7] basil_ireton,the_ouroboros__
[7] the_ouroboros__,davidtayloryork
[7] davidtayloryork,glenncarr6
[7] dawntj90,keithamccluskey
[7] keithamccluskey,gordon_dhg
[7] ericwil06256732,wildweatherdan

Top Word Pairs in Tweet in G4:
[251] global,warming
[156] 40,years
[98] google,filtered
[98] filtered,questions
[98] questions,doubts
[98] doubts,global
[98] warming,vast
[98] vast,issue
[98] issue,sweeping
[98] sweeping,internet

Top Word Pairs in Tweet in G5:
[1639] global,warming
[1023] warming,theory
[408] paris,climate
[408] climate,agreement
[396] denying,disbelieving
[396] disbelieving,global
[396] theory,more
[396] more,16
[396] 16,years
[396] years,planet

Top Word Pairs in Tweet in G6:
[217] newsmax,sebgorka
[217] sebgorka,nancy
[217] nancy,pelosi
[217] pelosi,purchasing
[217] purchasing,20
[217] 20,million
[217] million,home
[217] home,fl
[217] fl,guess
[217] guess,believes

Top Word Pairs in Tweet in G7:
[145] global,warming
[137] entire,nations
[137] nations,wiped
[137] wiped,earth
[137] earth,global
[137] warming,reversed
[137] reversed,year
[137] year,2000
[136] suzy_1776,entire
[2] moron,scottmorrisonmp

Top Word Pairs in Tweet in G8:
[136] global,warming
[130] serial,liar
[130] liar,sturgeon
[130] sturgeon,tries
[130] tries,convince
[130] convince,viewers
[130] viewers,global
[130] warming,first
[130] first,invented
[130] invented,2017

Top Word Pairs in Tweet in G9:
[63] thames,barrier
[63] barrier,working
[63] working,1982
[63] 1982,pretty
[63] pretty,much
[63] much,redundant
[63] redundant,installation
[63] installation,built
[62] cromwellstuff,thames
[55] global,warming

Top Word Pairs in Tweet in G10:
[106] global,warming
[64] jaemin,really
[64] really,went
[64] went,talking
[64] talking,dinner
[64] dinner,global
[64] warming,hair
[64] hair,color
[63] jaemnzone,jaemin
[42] warming,spring

Top Replied-To
Top Replied-To in Entire Graph:
@petersweden7
@cnn
@amcelha3
@gbnews
@ncdave4life
@mollyjongfast
@potus
@callmerayf
@tangomitteckel
@stukhan

Top Replied-To in G1:
@petersweden7
@skogshuldran3
@reportsdanews
@jamesdelingpole
@dmeckle

Top Replied-To in G3:
@amcelha3
@ncdave4life
@tangomitteckel
@marionmartin199
@youutube88
@thedisproof
@johnson_wrjohn1
@paul204731131
@tony__heller
@wil_da_beast630

Top Replied-To in G4:
@tan123
@wattsupwiththat
@peterdclack
@cath654321
@tyotoriffle
@junkscience
@paulstreeting
@martindn1001
@rebeccaapril10
@eve_chantel

Top Replied-To in G5:
@nonmajdsaid

Top Replied-To in G6:
@judicialwatch
@newsmax

Top Replied-To in G7:
@zozzer1966
@danilic
@philwillis

Top Replied-To in G8:
@callmerayf
@mccartneyles

Top Replied-To in G9:
@rebeccaturnermd
@robertsessford1

Top Mentioned
Top Mentioned in Entire Graph:
@petersweden7
@peterdclack
@sebgorka
@newsmax
@eatrsbpr0ceitvy
@gnic73
@suzy_1776
@callmerayf
@drgem2015
@marcilsuano

Top Mentioned in G1:
@petersweden7
@ilsaggioanziano
@stop_the_eu
@western__man
@emanuel71018745
@satinderc
@anna1849
@magapolitics2
@thewizarddk3
@reportsdanews

Top Mentioned in G2:
@saifquadri
@jasonst55268663
@publicelder
@envirodo
@sperlock222
@goldgallant
@josette_jackson
@official_mrlp
@edavis152
@gerard39delaney

Top Mentioned in G3:
@johndublin10
@ejwwest
@dawntj90
@25_cycle
@roypentland
@b_bolshevik100
@mikedel21893959
@friendsoscience
@aristotlemrs
@bubbasranch

Top Mentioned in G4:
@peterdclack
@luisbaram
@petersweden7
@weschenbach
@aldoushuxley77
@marykapadia
@paulstreeting
@frankwi74044551
@rowandean
@climaterealists

Top Mentioned in G5:
@eatrsbpr0ceitvy
@gnic73
@marcilsuano
@news_shiba
@i1ecoykvovttsvb
@uzlpd8uhmjuzdmt
@noonnoon100050
@h713505283
@noon1000noon4
@hamdghalb

Top Mentioned in G6:
@sebgorka
@newsmax
@petersweden7
@consertive1
@peterdclack

Top Mentioned in G7:
@suzy_1776
@scottmorrisonmp
@peterdclack
@danilic
@markbf56
@liberalaus
@zozzer1966
@petersweden7
@bsshannon60
@muppatears

Top Mentioned in G8:
@callmerayf
@allanwo99532883
@facundosavala
@scotthutch_
@peterdclack

Top Mentioned in G9:
@cromwellstuff
@robertsessford1
@petersweden7
@latimeralder
@joeblob20
@rebeccaturnermd
@hug
@avalon262
@huggies7th
@tommy_razzel

Top Mentioned in G10:
@jaemnzone
@feedarchive
@dreamfoider

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@threadreaderapp
@rashidaldosari
@rk70534
@gambiste1
@geoffrey_payne
@commonpatriot
@roblwilson
@_redfrog
@andreiandrei63

Top Tweeters in G1:
@jjauthor
@twitkcg
@monty_chadha
@acuhealtcm
@maegan_laporte
@maryfloor
@nelliejs501
@princessofwails
@johnjonny1
@twittachicca

Top Tweeters in G2:
@radioridethewav
@chronlaw
@saifquadri
@ikateufel
@plankysmith
@trumpquotesbot
@ahammfreepress
@allanholloway
@harrys_hiatus
@abc7chicago

Top Tweeters in G3:
@mailonline
@hl10pm
@jane__eden
@lawyer4laws
@iromg
@tea4gunssc
@1tsakeeper
@neasdenparade
@ronnieressler
@tony__heller

Top Tweeters in G4:
@gambiste1
@dclarediane
@mercutio_m
@nononoeu
@carlos_s01
@ms_dingo
@clondozu
@boggywood
@simon32445788
@luisbaram

Top Tweeters in G5:
@3thoalgarneen
@theenemyofsatan
@ibrahim0ismail
@hsfg0um2gpwzuh9
@sabri112019
@alnaeemaladam
@alnaba2021
@gyvpithzppywsxu
@satisfied_is
@you_r_myallife

Top Tweeters in G6:
@rashidaldosari
@starcoreone02
@jacquelinewxxx
@jpwilloughby
@vmetu
@adevotedyogi
@griffinjesdes
@carti_mandua
@kimbo1118
@vdstaff58

Top Tweeters in G7:
@tyrelle123
@troubleddays
@cannoneerfour
@thethegrinch7
@gjohnston2014
@beaucards
@nanamaryto8
@greed_90
@ijdjurkin
@banjoscrambler

Top Tweeters in G8:
@pollsstar
@alfisutton
@thejoedoe1
@mik61scot
@thomasevansadur
@strongerunited1
@neurolawguy
@pauljepaul
@edglasgow59
@superdupedoodle

Top Tweeters in G9:
@z_chrissie
@horshamgardener
@oldbid45
@maturefinancier
@yvettehenson
@cromwellstuff
@christinadonn11
@biedaboo
@darcybbc
@hhelenakhl

Top Tweeters in G10:
@koryorky
@nanatashaaaaa
@hairmetal
@kissesforjaemin
@venibaek
@kaczkasso
@doomplin_bear
@rosycharisma
@lavenderenty
@kyutiepooh