SeaAirCO2, Twitter, 10/6/2023 9:18:51 PM, 292692


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SeaAirCO2 Twitter NodeXL SNA Map and Report for Friday, 06 October 2023 at 20:49 UTC
SeaAirCO2 Twitter NodeXL SNA Map and Report for Friday, 06 October 2023 at 20:49 UTC
From:
marc_smith
Uploaded on:
October 06, 2023
Short Description:
SeaAirCO2 via NodeXL https://bit.ly/3ZJAmTC
@seaairco2
@circularsea
@tjohara2012
@francisjeffrey7
@ocean_visions
@manifesto2000
@rloveution_btc
@robmonk
@mcarmystrong
@mcgriffken

Top hashtags:
#circular_sea
#co2
#arthur_c_clarke
#seaairco2
#climateemergency

Description:
Description
The graph represents a network of 448 Twitter users whose recent tweets contained "SeaAirCO2", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2007 12:00:00 AM and 10/6/2023 1:49:27 PM. The network was obtained from Twitter on Friday, 06 October 2023 at 20:50 UTC.

The tweets in the network were tweeted over the 4411-day, 20-hour, 58-minute period from Wednesday, 07 September 2011 at 16:51 UTC to Friday, 06 October 2023 at 13:50 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 448
Unique Edges : 457
Edges With Duplicates : 1804
Total Edges : 2261
Number of Edge Types : 7
Replies to : 481
MentionsInReplyTo : 595
MentionsInQuote : 147
MentionsInQuoteReply : 444
Mentions : 235
Quote : 281
Tweet : 78
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.0359937402190923
Reciprocated Edge Ratio : 0.0694864048338369
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 442
Maximum Edges in a Connected Component : 2261
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.530712
Graph Density : 0.0033057686161713
Modularity : 0.189706
NodeXL Version : 1.0.1.523
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=292691
Data Import : The graph represents a network of 448 Twitter users whose recent tweets contained "SeaAirCO2", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2007 12:00:00 AM and 10/6/2023 1:49:27 PM. The network was obtained from Twitter on Friday, 06 October 2023 at 20:50 UTC.

The tweets in the network were tweeted over the 4411-day, 20-hour, 58-minute period from Wednesday, 07 September 2011 at 16:51 UTC to Friday, 06 October 2023 at 13:50 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : SeaAirCO2
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:
[6] https://www.co2.earth/daily-co2
[6] https://twitter.com/SeaAirCO2/status/1210684156851568641
[5] https://twitter.com/SeaAirCO2/status/1155623139956494336
[5] https://twitter.com/SeaAirCO2/status/1205270382866923520
[5] https://twitter.com/SeaAirCO2/status/1195086958948581377
[4] http://CO2.Earth
[4] https://www.epa.gov/sites/production/files/2015-12/documents/us-ghg-inventory-2010-public-review-comments.pdf
[4] https://twitter.com/SeaAirCO2/status/1404867244706783232
[4] https://www.youtube.com/watch?v=9td8A9YxePo

[4] https://twitter.com/CO2_earth/status/1606570144683229184

Top URLs in Tweet in G1:
[5] https://twitter.com/SeaAirCO2/status/1210684156851568641
[5] https://twitter.com/SeaAirCO2/status/1155623139956494336
[4] https://www.youtube.com/watch?v=9td8A9YxePo

[4] https://twitter.com/CO2_earth/status/1606570144683229184
[4] https://twitter.com/SeaAirCO2/status/1404867244706783232
[3] https://www.latimes.com/archives/la-xpm-1999-jan-18-fi-64752-story.html
[3] https://www.epa.gov/sites/production/files/2015-12/documents/us-ghg-inventory-2010-public-review-comments.pdf
[3] https://twitter.com/SeaAirCO2/status/1572352322881327105
[3] https://twitter.com/SeaAirCO2/status/1389840253838524417
[3] https://twitter.com/Circularsea/status/1208854312673144832?s=20

Top URLs in Tweet in G2:
[5] https://twitter.com/SeaAirCO2/status/1195086958948581377
[3] https://twitter.com/Circularsea/status/1124401650481782784
[3] https://twitter.com/SeaAirCO2/status/1205270382866923520
[3] https://twitter.com/Circularsea/status/1241444616546562049
[2] https://twitter.com/SeaAirCO2/status/1146570009528848385
[2] https://splinternews.com/this-real-life-supercomputer-inspired-hal-9000-the-evi-1793847364
[2] https://twitter.com/Circularsea/status/1159621183681134592
[2] https://www.earth-syst-sci-data.net/10/2141/2018/essd-10-2141-2018.pdf
[2] https://twitter.com/SeaAirCO2/status/1156368285962608640
[2] https://twitter.com/Circularsea/status/1171895366322507776

Top URLs in Tweet in G3:
[5] https://www.co2.earth/daily-co2
[4] http://CO2.Earth
[2] https://www.esrl.noaa.gov/gmd/ccgg/trends/monthly.html
[2] https://twitter.com/occuworld/status/1142404353996836864?s=21
[1] https://keelingcurve.ucsd.edu/
[1] https://www.esrl.noaa.gov/gmd/ccgg/trends/weekly.html
[1] https://www.co2.earth/weekly-co2
[1] https://show.pics.io/teem-earth-weekly-co2-graphic-data-from-noaa
[1] https://twitter.com/SeaAirCO2/status/989234943006920704
[1] https://gml.noaa.gov/ccgg/trends/monthly.html

Top URLs in Tweet in G4:
[1] https://www.latimes.com/environment/story/2019-10-02/california-microplastics-ocean-study
[1] http://bit.ly/3mFYoNk
[1] https://thehill.com/opinion/energy-environment/549821-stop-separating-climate-policy-from-ocean-policy#.YIMwRLVGIF0.twitter
[1] https://oceanvisions.org/request-for-proposals-ocean-alkalinity-enhancement/

Top URLs in Tweet in G6:
[1] https://grist.org/article/can-the-u-s-lead-the-world-on-climate-again-these-candidates-think-so/
[1] https://www.cbsnews.com/news/great-barrier-reef-dying-climate-change-caused-decrease-in-new-coral-study-says/
[1] https://climatenewsnetwork.net/planting-more-trees-could-cut-carbon-by-25/
[1] https://www.washingtonpost.com/weather/2019/11/05/earth-sizzles-through-october-another-month-ranks-warmest-record/
[1] https://www.nytimes.com/2019/04/18/us/politics/climate-change-2020-democratic-candidates.html

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[30] google.com
[21] youtube.com
[12] co2.earth
[7] epa.gov
[7] latimes.com
[7] wikipedia.org
[6] noaa.gov
[4] splinternews.com
[3] ipcc.ch

Top Domains in Tweet in G1:
[123] twitter.com
[19] google.com
[10] youtube.com
[5] latimes.com
[5] epa.gov
[4] wikipedia.org
[3] confex.com
[2] nature.com
[2] science.org
[2] splinternews.com

Top Domains in Tweet in G2:
[111] twitter.com
[11] youtube.com
[10] google.com
[3] wikipedia.org
[3] earth-syst-sci-data.net
[3] iucn.org
[3] ipcc.ch
[2] epa.gov
[2] splinternews.com
[2] noaa.gov

Top Domains in Tweet in G3:
[11] co2.earth
[4] noaa.gov
[4] twitter.com
[2] ucsd.edu
[1] pics.io
[1] squarespace.com
[1] ilmanifesto.it
[1] hawaii.gov
[1] youtu.be
[1] insideclimatenews.org

Top Domains in Tweet in G4:
[1] latimes.com
[1] bit.ly
[1] thehill.com
[1] oceanvisions.org

Top Domains in Tweet in G6:
[1] grist.org
[1] cbsnews.com
[1] climatenewsnetwork.net
[1] washingtonpost.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[208] circular_sea
[62] co2
[40] arthur_c_clarke
[38] seaairco2
[29] climateemergency
[23] circularsea
[22] carbon_dioxide
[18] john_c_lilly
[13] climatechange
[13] sea_air_co2



Top Hashtags in Tweet in G1:
[76] circular_sea
[30] co2
[17] seaairco2
[15] arthur_c_clarke
[12] carbon_dioxide
[11] climateemergency
[8] circularsea
[6] john_c_lilly
[6] climatecrisis
[6] malibu

Top Hashtags in Tweet in G2:
[132] circular_sea
[26] co2
[25] arthur_c_clarke
[21] seaairco2
[16] climateemergency
[14] circularsea
[12] john_c_lilly
[11] sea_air_co2
[10] carbon_dioxide
[8] global_carbon_budget

Top Hashtags in Tweet in G3:
[6] co2
[4] bitcoin
[1] noaa
[1] bendthecurve
[1] scripps
[1] mothersday
[1] climatetruth
[1] climaterepair
[1] climateemergency
[1] climateaction

Top Hashtags in Tweet in G4:
[1] cop26
[1] cdr

Top Hashtags in Tweet in G6:
[2] climatechange
[1] climate
[1] coral
[1] carbon
[1] trees
[1] climateemergency

Top Hashtags in Tweet in G7:
[2] sdg14
[1] circularsea
[1] sdg6

Top Words
Top Words in Tweet in Entire Graph:
[364] seaairco2
[208] #circular_sea
[161] circularsea
[126] fj
[119] francisjeffrey7
[97] co
[70] initiative
[70] cc
[69] 2000
[68] ana_couper

Top Words in Tweet in G1:
[98] circularsea
[76] #circular_sea
[62] fj
[60] ana_couper
[39] co
[35] co2_earth
[33] initiative
[30] #co2
[29] 2000
[29] francisjeffrey7

Top Words in Tweet in G2:
[260] seaairco2
[132] #circular_sea
[64] fj
[56] co
[47] cc
[40] 2000
[40] j9
[37] initiative
[30] founder
[27] robertkennedyjr

Top Words in Tweet in G3:
[65] seaairco2
[58] francisjeffrey7
[31] circularsea
[14] elonmusk
[13] ppm
[7] know
[7] year
[7] first
[7] time
[6] data

Top Words in Tweet in G4:
[8] ocean_visions
[8] ocean
[8] seaairco2
[7] francisjeffrey7
[5] circularsea
[3] decades
[3] sen_joemanchin
[3] jigarshahdc
[3] sentoomey
[3] ignaciomls

Top Words in Tweet in G6:
[3] scientists
[2] francisjeffrey7
[2] candidates
[2] due
[2] warmest
[2] seanonolennon
[2] #climatechange
[2] joebiden
[2] seaairco2
[2] such

Top Words in Tweet in G7:
[2] francisjeffrey7
[2] seaairco2
[2] #sdg14

Top Words in Tweet in G8:
[2] paul__jay
[2] francisjeffrey7
[2] seaairco2
[2] danielellsberg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] #circular_sea,initiative
[59] fj,seaairco2
[36] francisjeffrey7,seaairco2
[35] co,founder
[29] seaairco2,circularsea
[26] cc,seaairco2
[25] 2000,ad
[24] seaairco2,#circular_sea
[23] #circular_sea,seaairco2
[17] circularsea,seaairco2

Top Word Pairs in Tweet in G1:
[32] #circular_sea,initiative
[12] 2000,ad
[12] circularsea,#circular_sea
[11] cc,circularsea
[10] over,francisjeffrey7
[10] j9,circularsea
[8] pamfoundation,seashepherdsscs
[8] co2_earth,noaa
[7] graph,#2
[7] fj,#circular_sea

Top Word Pairs in Tweet in G2:
[57] fj,seaairco2
[34] #circular_sea,initiative
[28] co,founder
[26] cc,seaairco2
[23] seaairco2,#circular_sea
[23] #circular_sea,seaairco2
[13] j9,fj
[13] 2000,ad
[12] xxx,ooo
[10] seaairco2,committee

Top Word Pairs in Tweet in G3:
[27] francisjeffrey7,seaairco2
[18] seaairco2,circularsea
[7] circularsea,seaairco2
[7] elonmusk,seaairco2
[5] francisjeffrey7,elonmusk
[5] mauna,loa
[5] year,ago
[5] ppm,#co2
[5] francisjeffrey7,circularsea
[4] seaairco2,elonmusk

Top Word Pairs in Tweet in G4:
[5] circularsea,ocean_visions
[4] seaairco2,circularsea
[3] seaairco2,ocean_visions
[3] ignaciomls,jigarshahdc
[3] sentoomey,seaairco2
[3] francisjeffrey7,ignaciomls
[3] sen_joemanchin,sentoomey
[3] jigarshahdc,sen_joemanchin
[2] ocean,visions
[2] joerogan,andrewdessler

Top Word Pairs in Tweet in G8:
[2] paul__jay,seaairco2
[2] danielellsberg,paul__jay
[2] francisjeffrey7,danielellsberg

Top Replied-To
Top Replied-To in Entire Graph:
@francisjeffrey7
@ana_couper
@seaairco2
@co2_earth
@circularsea
@robertkennedyjr
@roryekennedy
@elonmusk

Top Replied-To in G1:
@ana_couper
@co2_earth
@circularsea
@elonmusk
@occuworld
@mcarmystrong
@aoc
@monstorer

Top Replied-To in G2:
@seaairco2
@robertkennedyjr
@roryekennedy
@co2_earth
@circularsea
@rsachiper
@aoc
@weather_west
@kensingtonroyal

Top Replied-To in G3:
@francisjeffrey7
@seaairco2
@circularsea
@co2_earth
@billyrroth
@jmariewilliam
@jhall

Top Replied-To in G4:
@francisjeffrey7
@seaairco2

Top Replied-To in G5:
@francisjeffrey7

Top Replied-To in G6:
@francisjeffrey7

Top Replied-To in G7:
@francisjeffrey7

Top Replied-To in G8:
@francisjeffrey7

Top Replied-To in G10:
@francisjeffrey7

Top Mentioned
Top Mentioned in Entire Graph:
@seaairco2
@circularsea
@francisjeffrey7
@elonmusk
@co2_earth
@ocean_visions
@robertkennedyjr
@noaa

Top Mentioned in G1:
@circularsea
@francisjeffrey7
@seaairco2
@co2_earth
@elonmusk
@noaa
@tulsigabbard
@ana_couper
@seashepherdsscs

Top Mentioned in G2:
@seaairco2
@circularsea
@robertkennedyjr
@francisjeffrey7
@roryekennedy
@oceansolutions
@co2_earth
@tulsigabbard

Top Mentioned in G3:
@seaairco2
@circularsea
@elonmusk
@francisjeffrey7
@noaa
@keeling_curve
@mcarmystrong
@jonathanturley
@sebgorka
@co2_earth

Top Mentioned in G4:
@ocean_visions
@seaairco2
@circularsea
@ignaciomls
@jigarshahdc
@sen_joemanchin
@sentoomey
@alexepstein
@boykinkaren
@joerogan

Top Mentioned in G5:
@phikapmom
@ciaogirl9
@kalaax008
@ethanbearman
@savonniyestanti
@becoming_bryna
@armvotedem
@johnnyai
@joseph_santoro

Top Mentioned in G6:
@joebiden
@seanonolennon
@seaairco2
@jayinslee
@nytimes
@djsmooth69
@fordfischer
@gabrielshipton
@kellyswords

Top Mentioned in G7:
@seaairco2
@nato
@circularsea
@drfiorella
@adamrogers2030
@ducksunlimited
@ducanada
@ducontario
@armycorpsnad

Top Mentioned in G8:
@danielellsberg
@paul__jay
@seaairco2
@johnbrennan
@msnbc
@cnn

Top Mentioned in G10:
@cheddar
@seaairco2
@circularsea
@wikileaks
@bayassange

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@morgfair
@guardian
@senseof_outrage
@cnbc
@jamesvgingerich
@kalaax008
@foxnews
@pauljimerson
@forbes

Top Tweeters in G1:
@guardian
@senseof_outrage
@jamesvgingerich
@nicochan33
@washingtonpost
@buell003
@mouktaralbert
@jamesinparis
@cleanairmoms
@rainmaker1973

Top Tweeters in G2:
@morgfair
@cnbc
@foxnews
@pauljimerson
@forbes
@andy_christophi
@ktla
@h0t_p0ppy
@foxla
@npr

Top Tweeters in G3:
@occuworld
@foxbusiness
@francisjeffrey7
@jackposobiec
@sbmccallister
@808constituent
@kristinajulia2
@scott_soulia
@sebgorka
@kimgoodspeed1

Top Tweeters in G4:
@latimes
@higginsgggg
@kathydasilva2
@joerogan
@robmonk
@boykinkaren
@alexepstein
@ourocean
@andrewdessler
@thunderbird

Top Tweeters in G5:
@kalaax008
@ciaogirl9
@armvotedem
@olfashdeb
@joseph_santoro
@phikapmom
@gkielec
@becoming_bryna
@savonniyestanti
@ddoorn

Top Tweeters in G6:
@nytimes
@freeassangedoco
@seanonolennon
@fordfischer
@whatislife_70
@joebiden
@jayinslee
@gabrielshipton
@djsmooth69
@roryekennedy

Top Tweeters in G7:
@manifesto2000
@adamrogers2030
@nato
@ducksunlimited
@armycorpsnad
@ducanada
@ducontario
@drfiorella

Top Tweeters in G8:
@cnn
@msnbc
@yumibod
@paul__jay
@danielellsberg
@johnbrennan

Top Tweeters in G9:
@lhslasd
@gwmp_org
@jimcameron
@shellenbergermd
@twitter
@dntftggl

Top Tweeters in G10:
@cheddar
@wikileaks
@josephpallant
@bayassange


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