actonclimate, Twitter, 12/1/2021 11:02:42 AM, 267316


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actonclimate_2021-11-30_20-00-00.xlsx
actonclimate_2021-11-30_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 01, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/3D9Vi9C
@mikehudema
@pauledawson
@jane__eden
@arikring
@jfsebastian146
@timguinee
@melbourne_7
@erlijng
@nshl_gpt
@beth_devincenzi

Top hashtags:
#actonclimate
#buildbackbetter
#climatecrisis
#solar
#climateemergency

Description:
Description
The graph represents a network of 3,828 Twitter users whose tweets in the requested range contained "actonclimate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 December 2021 at 04:10 UTC.

The requested start date was Wednesday, 01 December 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 3-day, 1-hour, 15-minute period from Saturday, 27 November 2021 at 08:00 UTC to Tuesday, 30 November 2021 at 09:15 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 : 3828
Unique Edges : 2815
Edges With Duplicates : 17687
Total Edges : 20502
Number of Edge Types : 5
Retweet : 5682
MentionsInRetweet : 9625
Mentions : 4764
Tweet : 328
Replies to : 103
Self-Loops : 377
Reciprocated Vertex Pair Ratio : 0.0105610561056106
Reciprocated Edge Ratio : 0.0209013716525147
Connected Components : 68
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 3669
Maximum Edges in a Connected Component : 20289
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.205169
Graph Density : 0.000522534300229983
Modularity : 0.308395
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,828 Twitter users whose tweets in the requested range contained "actonclimate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 01 December 2021 at 04:10 UTC.

The requested start date was Wednesday, 01 December 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 3-day, 1-hour, 15-minute period from Saturday, 27 November 2021 at 08:00 UTC to Tuesday, 30 November 2021 at 09:15 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 : actonclimate
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:
[78] https://www.usatoday.com/story/news/nation/2021/09/28/climate-change-study-kids-could-see-extreme-weather-events/5897362001/
[54] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[52] https://www.cnn.com/2021/10/02/weather/climate-disasters-of-summer-2021/index.html
[44] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[35] https://www.theguardian.com/environment/2021/apr/21/101-nobel-laureates-call-for-global-fossil-fuel-non-proliferation-treaty
[31] https://www.theatlantic.com/science/archive/2018/02/college-republicans-carbon-climate-change-plan/554465/
[31] https://www.americanprogress.org/issues/religion/reports/2021/07/21/501843/religious-americans-demand-climate-action/
[30] https://www.theguardian.com/commentisfree/2021/aug/09/ipcc-report-transforming-society-avert-catastrophe-net-zero
[30] https://www.marketwatch.com/story/climate-change-is-the-biggest-health-threat-this-century-heres-how-medical-schools-are-adapting-2020-02-26
[28] https://www.theguardian.com/food/2021/sep/30/coffee-bean-price-spike-just-a-taste-of-whats-to-come-with-climate-change

Top URLs in Tweet in G1:
[1] https://act.greenpeace.ca/en-ca/closed-petition
[1] https://www.motherjones.com/environment/2021/11/toll-canada-tar-sands-mining-native-people-land-destruction-toxic-water-pollution/
[1] https://www.greenpeace.org/international/act/lets-end-the-age-of-plastic/
[1] https://ottawacitizen.com/news/canada/recovery-work-next-step-in-flooded-b-c-but-more-heavy-rain-expected-next-week/wcm/97052054-2166-448b-b6ac-ae4a6f3e698d

Top URLs in Tweet in G2:
[78] https://www.usatoday.com/story/news/nation/2021/09/28/climate-change-study-kids-could-see-extreme-weather-events/5897362001/
[54] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[52] https://www.cnn.com/2021/10/02/weather/climate-disasters-of-summer-2021/index.html
[44] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[35] https://www.theguardian.com/environment/2021/apr/21/101-nobel-laureates-call-for-global-fossil-fuel-non-proliferation-treaty
[31] https://www.theatlantic.com/science/archive/2018/02/college-republicans-carbon-climate-change-plan/554465/
[31] https://www.americanprogress.org/issues/religion/reports/2021/07/21/501843/religious-americans-demand-climate-action/
[30] https://www.marketwatch.com/story/climate-change-is-the-biggest-health-threat-this-century-heres-how-medical-schools-are-adapting-2020-02-26
[30] https://www.theguardian.com/commentisfree/2021/aug/09/ipcc-report-transforming-society-avert-catastrophe-net-zero
[28] https://www.theguardian.com/food/2021/sep/30/coffee-bean-price-spike-just-a-taste-of-whats-to-come-with-climate-change

Top URLs in Tweet in G3:
[1] https://www.theguardian.com/environment/2020/sep/21/worlds-richest-1-cause-double-co2-emissions-of-poorest-50-says-oxfam?CMP=share_btn_tw
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=27d2a980-0d0f-11eb-896c-d7c259405ee9&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMC0wNS9leHhvbi1jYXJib24tZW1pc3Npb25zLWFuZC1jbGltYXRlLWxlYWtlZC1wbGFucy1yZXZlYWwtcmlzaW5nLWNvMi1vdXRwdXQ=
[1] https://act.audubon.org/a/birds-tell-us?ms=digital-adv-social-twitter-x-20211100-nas_alert_-_birds_tell_us&utm_source=twitter&utm_medium=social&utm_campaign=20211100_nas_alert_-_birds_tell_us
[1] https://www.audubon.org/news/the-entire-colorado-river-basin-crisis
[1] https://www.dailyleader.com/2021/10/27/rising-gas-prices-cause-for-concern-at-the-pump/
[1] https://www.unicef.org/stories/water-and-climate-change-10-things-you-should-know
[1] https://www.youtube.com/watch?v=Tu32N_Lwk5M&feature=youtu.be

[1] https://thehill.com/opinion/energy-environment/583115-climate-tipping-points-the-arctic-is-a-bellwether-for-irreversible
[1] https://www.ipcc.ch/2021/08/09/ar6-wg1-20210809-pr/
[1] https://www.sciencedirect.com/science/article/pii/S2666765720300119

Top URLs in Tweet in G4:
[4] https://twitter.com/i/lists/1431542442583633922
[1] https://pacinst.org/publication/freshwater-scarcity/
[1] https://www.retroreport.org/video/why-earth-s-driest-places-may-hold-the-key-to-the-future-of-water/
[1] https://www.theguardian.com/commentisfree/2017/nov/17/economic-prize-climate-change-action
[1] https://flipboard.com/@iLikeGreen/-covid-19---/a-Pf0h0E0sR3uHlERUZ9QBIw%3Aa%3A11526798-8fac224ece%2Flinkedin.com
[1] https://mailchi.mp/9a4b169865dc/sign-up-now-jcan-december-decarbonizer-webinars

Top URLs in Tweet in G5:
[10] https://swevens.hearnow.com/go-back-in-time
[7] https://rpujolviven.blogspot.com/2013/04/the-perfect-storm.html
[5] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[5] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[5] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[5] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[4] https://rpujolviven.blogspot.com/2012/10/infinite-growth.html
[4] https://www.economicsobservatory.com/how-may-climate-change-affect-peoples-economic-decisions
[4] https://www.instagram.com/accounts/login/
[3] https://news.mongabay.com/2021/11/fighting-climate-change-is-a-dirty-job-but-soils-can-do-it-problem-solved/

Top URLs in Tweet in G6:
[9] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/2021-a-tipping-point-year-presented-by-electrify-now-december-8-3-pm-est/5553
[8] https://creativesociety.com/
[7] https://www.rateitgreen.com/green-building-articles/inclusivity-and-equality-essential-pieces-to-the-climate-change-action-puzzle/120
[6] https://www.youtube.com/watch?v=WdSmnlVC_yk&feature=youtu.be

[1] https://reneweconomy.com.au/coal-power-plants-are-killing-millions-with-air-pollution-and-must-be-closed-research-finds/
[1] https://www.abc.net.au/news/2021-09-10/conservation-threat-database-might-help-save-parrots-and-koalas/100444938
[1] https://twitter.com/_GlobalCrisis_/status/1465255333723574276
[1] https://ibb.co/album/sppWBy
[1] https://www.youtube.com/watch?v=JxIdhv2KHb8

[1] https://twitter.com/Netherlanders/status/1465329096821514240

Top URLs in Tweet in G7:
[2] https://grist.org/climate/climate-change-forest-loss/
[2] https://www.cbc.ca/news/canada/british-columbia/heavy-rains-drench-british-columbians-with-more-climate-anxiety-1.6265115?__vfz=medium%3Dsharebar
[2] https://westernlaw.org/biden-administration-lobs-weak-oil-gas-leasing-report-day-thanksgiving/
[1] https://www.commondreams.org/news/2021/11/26/biden-drilling-report-blasted-shocking-capitulation-needs-corporate-polluters
[1] https://twitter.com/MikeHudema/status/1464636152149860356
[1] https://twitter.com/MikeHudema/status/1464585342443560968
[1] https://www.theguardian.com/environment/2021/nov/26/great-barrier-reef-how-a-spectacular-coral-spawning-event-is-helping-to-breed-heat-tolerant-corals
[1] https://www.bbc.com/news/world-asia-india-59173478
[1] https://edition.cnn.com/2021/11/23/india/air-pollution-delhi-residents-intl-hnk-dst/index.html
[1] https://www.ibtimes.sg/biodiversity-loss-overlooked-crisis-61327

Top URLs in Tweet in G8:
[2] https://www.registerguard.com/story/opinion/columns/2021/11/28/build-back-better-electric-vehicles-carbon-emissions-peter-defazio-joe-biden-infrastructure-bill/8740197002/
[1] https://www.politico.com/states/california/story/2021/11/23/adapting-to-climate-is-a-winning-issue-for-politicians-even-in-red-states-1394620

Top URLs in Tweet in G9:
[4] https://www.theguardian.com/us-news/2021/nov/26/atmospheric-rivers-floods-washington-state
[2] https://www.theguardian.com/politics/2021/nov/28/developers-challenged-over-carbon-footprint-of-new-buildings-in-uk
[2] https://www.theguardian.com/world/2021/nov/25/pakistan-orders-monday-closure-of-schools-and-offices-in-lahore-to-cut-smog
[2] https://www.theguardian.com/environment/2021/nov/24/un-shipping-summit-criticised-dangerous-delay-emissions-plan
[2] https://www.theguardian.com/global-development/2021/nov/27/taste-this-its-salty-how-rising-seas-are-ruining-the-gambias-rice-farmers
[2] https://twitter.com/KambojAnanya/status/1464090970748702722
[1] https://www.theguardian.com/science/2021/nov/30/worlds-vast-networks-of-underground-fungi-to-be-mapped-for-first-time
[1] https://www.theguardian.com/commentisfree/2021/nov/26/world-divided-black-lives-matter-climate-feminism
[1] https://www.theguardian.com/business/2021/nov/27/bulb-chief-used-government-advisory-role-to-brief-against-rivals
[1] https://www.theguardian.com/environment/2021/nov/27/its-critical-can-microsoft-make-good-on-its-climate-ambitions

Top URLs in Tweet in G10:
[5] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/2021-a-tipping-point-year-presented-by-electrify-now-december-8-3-pm-est/5553
[2] https://homeowner.natecosystem.com/final-days-in-pa-solar-panel-install-video/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.positive.news/lifestyle/ethical-gift-guide/#.YaJIW0-chc8.twitter
[1] https://www.openspaceinstitute.org/stories/2021-year-in-review-addressing-climate-change
[1] https://preserve.nature.org/page/91139/action/1?s_p.gc.eg.x.bbba&sf155408443=1
[1] https://www.youtube.com/results?search_query=That's+The+Way+It+Is+Celine+Dion
[1] https://twitter.com/unesco_bw/status/1463511073978568720
[1] https://twitter.com/MikeHudema/status/1464811834519740422
[1] https://twitter.com/timguinee/status/1465115022175178753
[1] https://twitter.com/Oregonian/status/1464998300164272128

Top Domains
Top Domains in Tweet in Entire Graph:
[201] theguardian.com
[92] twitter.com
[79] usatoday.com
[74] cnn.com
[66] blogspot.com
[54] washingtonpost.com
[54] dw.com
[46] nytimes.com
[44] coalitionforgreencapital.com
[36] theatlantic.com

Top Domains in Tweet in G1:
[1] greenpeace.ca
[1] motherjones.com
[1] greenpeace.org
[1] ottawacitizen.com

Top Domains in Tweet in G2:
[174] theguardian.com
[79] usatoday.com
[72] cnn.com
[54] dw.com
[54] washingtonpost.com
[44] coalitionforgreencapital.com
[43] nytimes.com
[35] scientificamerican.com
[34] nationalgeographic.com
[34] theatlantic.com

Top Domains in Tweet in G3:
[7] twitter.com
[2] audubon.org
[1] theguardian.com
[1] bloomberg.com
[1] dailyleader.com
[1] unicef.org
[1] youtube.com
[1] thehill.com
[1] ipcc.ch
[1] sciencedirect.com

Top Domains in Tweet in G4:
[4] twitter.com
[1] pacinst.org
[1] retroreport.org
[1] theguardian.com
[1] flipboard.com
[1] mailchi.mp

Top Domains in Tweet in G5:
[53] blogspot.com
[15] twitter.com
[10] hearnow.com
[7] co.uk
[4] theconversation.com
[4] economicsobservatory.com
[4] instagram.com
[3] mongabay.com
[3] nytimes.com
[3] theguardian.com

Top Domains in Tweet in G6:
[16] rateitgreen.com
[8] creativesociety.com
[7] youtube.com
[3] twitter.com
[1] com.au
[1] net.au
[1] ibb.co

Top Domains in Tweet in G7:
[8] twitter.com
[3] grist.org
[2] cbc.ca
[2] westernlaw.org
[1] commondreams.org
[1] theguardian.com
[1] bbc.com
[1] cnn.com
[1] ibtimes.sg
[1] flipboard.com

Top Domains in Tweet in G8:
[2] registerguard.com
[1] politico.com

Top Domains in Tweet in G9:
[19] theguardian.com
[4] sciencedaily.com
[3] twitter.com
[1] thebulletin.org

Top Domains in Tweet in G10:
[14] twitter.com
[5] rateitgreen.com
[2] natecosystem.com
[1] positive.news
[1] openspaceinstitute.org
[1] nature.org
[1] youtube.com
[1] creativesociety.com
[1] google.com
[1] psr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3246] actonclimate
[788] buildbackbetter
[746] climatecrisis
[530] solar
[438] climateemergency
[396] climatechange
[306] solarpower
[236] norway
[188] climateaction
[165] letsgetreal



Top Hashtags in Tweet in G1:
[467] solar
[271] solarpower
[253] climateemergency
[222] norway
[200] climatecrisis
[144] solarpowered
[112] southkorea
[81] actonclimate
[59] climate
[32] buildbackbetter

Top Hashtags in Tweet in G2:
[2703] actonclimate
[691] buildbackbetter
[388] climatecrisis
[268] climatechange
[163] letsgetreal
[156] buildbackbetteract
[131] climatesolutions
[96] westvirginia
[76] cop26
[64] renewableenergy

Top Hashtags in Tweet in G3:
[35] actonclimate
[26] climateemergency
[22] climatecrisis
[22] climatejustice
[17] climateaction
[15] climatechange
[14] uprootthesystem
[13] solar
[11] nurdles
[10] solarpower

Top Hashtags in Tweet in G4:
[31] actonclimate
[17] climatecrisis
[12] climateaction
[10] cop26
[9] climatechange
[8] water
[7] solar
[6] sustainability
[5] sdgs
[5] solarpower

Top Hashtags in Tweet in G5:
[109] actonclimate
[62] climateemergency
[55] sustainableliving
[55] ecoliving
[55] ecolivingtips
[55] environmentallyfriendly
[51] climatecrisis
[49] climatechange
[29] climateaction
[28] climate

Top Hashtags in Tweet in G6:
[36] actonclimate
[16] climatesecurity
[13] climateemergency
[12] fossilfuel
[11] emissions
[11] globalcrisis
[11] sustainability
[11] rewild
[11] wildlife
[10] climatechange

Top Hashtags in Tweet in G7:
[32] actonclimate
[13] climatecrisis
[8] climate
[8] solar
[7] climateaction
[5] buildbackbetter
[4] climatechange
[4] savethebees
[4] solarpower
[4] climateemergency

Top Hashtags in Tweet in G8:
[43] buildbackbetter
[7] actonclimate
[2] cleanenergy
[1] climatechange
[1] ev
[1] actnow
[1] aerialfirefightingforce

Top Hashtags in Tweet in G9:
[30] actonclimate
[18] watches4nature
[3] globaljustice
[3] 1o5
[3] noplanetb
[3] climateemergency
[3] uprootthesystem
[2] solarpowered
[2] globalwarming
[1] renewables

Top Hashtags in Tweet in G10:
[33] actonclimate
[7] energy
[7] climatechange
[5] electrifynow
[5] cleanenergy
[5] greenenergy
[5] greentech
[5] cleantech
[5] carbon
[5] emissions

Top Words
Top Words in Tweet in Entire Graph:
[3246] #actonclimate
[3038] mikehudema
[1898] climate
[1486] more
[1156] solutions
[1022] reconciliation
[865] budget
[839] bees
[838] years
[791] #buildbackbetter

Top Words in Tweet in G1:
[2743] mikehudema
[908] more
[754] bees
[725] years
[467] #solar
[426] life
[421] built
[412] rainforest
[410] solutions
[383] four

Top Words in Tweet in G2:
[2703] #actonclimate
[1712] climate
[1018] reconciliation
[850] budget
[701] solutions
[701] support
[694] #buildbackbetter
[449] energy
[429] funding
[415] time

Top Words in Tweet in G3:
[219] pauledawson
[215] more
[206] emissions
[194] double
[190] 50
[186] co2
[185] world's
[185] richest
[185] cause
[185] poorest

Top Words in Tweet in G4:
[35] mikehudema
[31] #actonclimate
[20] arikring
[18] pacificinstitut
[17] #climatecrisis
[16] charluv2011
[14] petergleick
[13] completely
[13] set
[13] conditions

Top Words in Tweet in G5:
[109] #actonclimate
[62] #climateemergency
[57] erlijng
[57] small
[55] boy
[55] big
[55] dreams
[55] good
[55] #sustainableliving
[55] #ecoliving

Top Words in Tweet in G6:
[36] #actonclimate
[16] #climatesecurity
[15] december
[13] #climateemergency
[12] #fossilfuel
[12] protect
[11] #emissions
[11] unfccc
[11] #globalcrisis
[11] #sustainability

Top Words in Tweet in G7:
[40] more
[32] #actonclimate
[28] greenpeace
[27] climate
[23] mikehudema
[23] bees
[17] man
[16] life
[16] hope
[15] coral

Top Words in Tweet in G8:
[53] climate
[43] #buildbackbetter
[40] act
[38] makes
[38] bold
[38] investments
[38] create
[38] hundreds
[38] thousands
[38] jobs

Top Words in Tweet in G9:
[30] #actonclimate
[18] #watches4nature
[15] climate
[11] history
[11] international
[11] negotiations
[11] under
[11] auspices
[11] mostly
[11] story

Top Words in Tweet in G10:
[33] #actonclimate
[7] #energy
[7] #climatechange
[6] december
[5] 2021
[5] tipping
[5] point
[5] year
[5] presented
[5] #electrifynow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[813] budget,reconciliation
[580] climate,solutions
[421] bees,disappear
[421] disappear,surface
[421] surface,globe
[421] globe,man
[421] man,four
[421] four,years
[421] years,life
[421] life,left

Top Word Pairs in Tweet in G1:
[377] bees,disappear
[377] disappear,surface
[377] surface,globe
[377] globe,man
[377] man,four
[377] four,years
[377] years,life
[377] life,left
[377] left,more
[377] more,bees

Top Word Pairs in Tweet in G2:
[809] budget,reconciliation
[579] climate,solutions
[408] solutions,budget
[358] clean,energy
[334] funding,climate
[295] #actonclimate,support
[290] marshablackburn,senatorhagerty
[269] #actonclimate,#buildbackbetter
[268] #buildbackbetter,act
[244] tax,credits

Top Word Pairs in Tweet in G3:
[185] world's,richest
[185] richest,cause
[185] cause,double
[185] double,co2
[185] co2,emissions
[185] emissions,poorest
[185] poorest,50
[185] 50,radical
[185] radical,idea
[185] idea,maybe

Top Word Pairs in Tweet in G4:
[13] completely,set
[13] set,conditions
[13] conditions,environments
[13] environments,extreme
[13] extreme,events
[13] events,petergleick
[13] petergleick,retro
[12] pacificinstitut,completely
[12] retro,re
[11] jackthelad1947,hanslak

Top Word Pairs in Tweet in G5:
[55] small,boy
[55] boy,big
[55] big,dreams
[55] dreams,good
[55] good,#sustainableliving
[55] #sustainableliving,#ecoliving
[55] #ecoliving,#ecolivingtips
[55] #ecolivingtips,#environmentallyfriendly
[54] erlijng,small
[54] #environmentallyfriendly,#save

Top Word Pairs in Tweet in G6:
[16] #climatesecurity,#actonclimate
[12] #actonclimate,#fossilfuel
[11] #fossilfuel,#sustainability
[11] #rewild,#wildlife
[10] #unsc,#climatesecurity
[9] 2021,tipping
[9] tipping,point
[9] point,year
[9] year,presented
[9] presented,#electrifynow

Top Word Pairs in Tweet in G7:
[15] fossil,fuels
[14] spectacular,coral
[14] coral,spawning
[14] spawning,give
[14] give,glimpse
[14] glimpse,hope
[14] hope,great
[14] great,barrier
[14] barrier,reef
[14] reef,climate

Top Word Pairs in Tweet in G8:
[40] #buildbackbetter,act
[38] act,makes
[38] makes,bold
[38] bold,climate
[38] climate,investments
[38] investments,create
[38] create,hundreds
[38] hundreds,thousands
[38] thousands,jobs
[38] jobs,save

Top Word Pairs in Tweet in G9:
[11] history,international
[11] international,climate
[11] climate,negotiations
[11] negotiations,under
[11] under,auspices
[11] auspices,mostly
[11] mostly,story
[11] story,going
[11] going,nowhere
[11] nowhere,unless

Top Word Pairs in Tweet in G10:
[7] #climatechange,#actonclimate
[5] 2021,tipping
[5] tipping,point
[5] point,year
[5] year,presented
[5] presented,#electrifynow
[5] #electrifynow,december
[5] december,pm
[5] pm,#cleanenergy
[5] #cleanenergy,#greenenergy

Top Replied-To
Top Replied-To in Entire Graph:
@martinheinrich
@johncornyn
@marshablackburn
@chriscartw83
@unfccc
@sen_joemanchin
@senatorromney
@charlesiceland
@glblctznin
@myzerocarbon

Top Replied-To in G2:
@martinheinrich
@johncornyn
@marshablackburn
@senatorromney
@sen_joemanchin
@repalexmooney
@nytclimate
@senmarkkelly
@repangiecraig
@nvidiahealth

Top Replied-To in G3:
@chriscartw83
@charlesiceland
@drkimberley
@scientistrebel1

Top Replied-To in G4:
@hazloe3
@risepdx
@raduede
@climatechange_z
@theramoliya
@ideas4a
@vladimir_t1972
@bazthebemused

Top Replied-To in G5:
@josephnsanberg
@thegoodgodabove
@unfccc
@myzerocarbon

Top Replied-To in G6:
@gerryhassan
@antonioguterres
@mikehudema
@beach_token
@ayikorulisa
@sustainablezon3
@insideclimate
@lighthouse_web
@creativescty
@climatecentral

Top Replied-To in G7:
@help3arth
@imspeaking13
@potus
@incindia
@greenpeace

Top Replied-To in G8:
@reptedlieu

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@marshablackburn
@senatorhagerty
@timguinee
@senatorlujan
@pauledawson
@martinheinrich
@sen_joemanchin
@senfeinstein
@senalexpadilla

Top Mentioned in G1:
@mikehudema
@jjhorgan
@bcndp
@cocacola
@oceansclimatecu
@tjwattphoto
@ontariogreens

Top Mentioned in G2:
@marshablackburn
@senatorhagerty
@timguinee
@senatorlujan
@martinheinrich
@senfeinstein
@sen_joemanchin
@senalexpadilla
@gptnshl
@johncornyn

Top Mentioned in G3:
@pauledawson
@mikehudema
@lucacaster
@audubonsociety
@stevesilent
@burkese
@gtitli
@richard35609781
@charlesiceland
@climate24877412

Top Mentioned in G4:
@mikehudema
@arikring
@pacificinstitut
@charluv2011
@petergleick
@jackthelad1947
@seth_leitman
@saleemulhuq
@hanslak
@debraruh

Top Mentioned in G5:
@erlijng
@mikehudema
@myzerocarbon
@friendsofenv
@0rghcrjtdsihrj9
@joe34348717
@bobhillbrain
@enviro_voter
@rpujolvives
@envirotecmag

Top Mentioned in G6:
@unfccc
@_globalcrisis_
@creativescty
@youtube
@antonioguterres
@un
@greenrupertread
@gggi_hq
@iied
@gecoalition

Top Mentioned in G7:
@greenpeace
@mikehudema
@potus
@ethoslifestyle
@hypathieblog
@antonio_randino
@americanninja53
@jjhorgan
@grist
@pauledawson

Top Mentioned in G8:
@reptedlieu
@reppeterdefazio
@registerguard
@pdxceleste
@housedemocrats
@enviroregon
@darrensoto
@mikehudema
@energycommerce

Top Mentioned in G9:
@sumuelahi
@giacomo_cortes
@mikehudema
@1millionactivi1
@riseupmovt
@nakabuyehildaf
@anhourfornature
@vikasjitiwari
@pandey14kiran
@nyci4india

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@rk70534
@lennaleprena
@solutioneer72
@pparzival
@joni_looking
@_redfrog
@billm9
@yarosisnancy
@sddphoto

Top Tweeters in G1:
@lennaleprena
@billm9
@chrisbrey1
@lizditz
@drdaveanddee
@astwisa
@bob_stinson1234
@msmwatchdog2013
@jjj5819
@cotey_mary

Top Tweeters in G2:
@jfsebastian146
@helperstream
@areck0001
@fox10phoenix
@bostonglobe
@foxnews
@washingtonpost
@latimes
@abc
@cnn

Top Tweeters in G3:
@wildwillow65
@glasgow_watch
@tess_blue815
@canisgallicus
@avonan
@mcnejames
@letsroc137
@wavetop
@watchdogsniffer
@vivs1man

Top Tweeters in G4:
@_redfrog
@sddphoto
@lehimesa
@dancas2
@jamestoupin
@jilevin
@ken_crichlow
@blanketcrap
@npsusa
@billnigh

Top Tweeters in G5:
@yarosisnancy
@fwwinterberg
@protectingterra
@nytimes
@paulmcclintock
@onlywhitetiger
@rojorurba002
@melpricehb
@eco1start
@1zzyzyx1

Top Tweeters in G6:
@breakingkind
@mspadine
@kvajpayaee
@victoria_victo3
@wten
@elainem11584892
@karmageddon67
@mikimiyazaki13
@johnsnowmtainer
@energyreferralx

Top Tweeters in G7:
@joni_looking
@guardian
@loulachat
@brendahazelhur1
@loreyjeanene
@ranaomer
@hypathieblog
@deadblurryface
@desiree_ahgudo
@grist

Top Tweeters in G8:
@solutioneer72
@rosenchild
@all435reps
@tyberzannxxxx
@betzmyboyblue11
@charlenegapeach
@sandykalano
@tassajarard
@wtf_imtooold
@vaw511

Top Tweeters in G9:
@rk70534
@pparzival
@olumideidowu
@drlarrybkeating
@bulletinatomic
@amarprasadreddy
@seenandheard22
@lisazed2
@vikasjitiwari
@conradmaj

Top Tweeters in G10:
@pauldeaton_ia
@uplantatree
@nwprogressive
@t1dme
@yycwander
@nazli_karakoc
@shrewsburygreen
@ecosocialist84
@stopcoalexports
@marlovanmarck