actonclimate, Twitter, 11/24/2021 8:44:21 AM, 266893


FAQ | Problem?

actonclimate_2021-11-23_20-00-00.xlsx
actonclimate_2021-11-23_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/30Xorrh
@mikehudema
@nshl_gpt
@greenpeace
@cleanairmoms
@senjeffmerkley
@arikring
@michaelbdack
@melbourne_7
@mikimiyazaki13
@timguinee

Top hashtags:
#actonclimate
#solarpanels
#climatecrisis
#climatechange
#nature
#climate

Description:
Description
The graph represents a network of 5,668 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, 24 November 2021 at 04:08 UTC.

The requested start date was Wednesday, 24 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 4-day, 5-hour, 3-minute period from Friday, 19 November 2021 at 05:17 UTC to Tuesday, 23 November 2021 at 10:20 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 : 5668
Unique Edges : 2593
Edges With Duplicates : 13972
Total Edges : 16565
Number of Edge Types : 5
Retweet : 6311
MentionsInRetweet : 7537
Mentions : 2171
Tweet : 446
Replies to : 100
Self-Loops : 484
Reciprocated Vertex Pair Ratio : 0.00834831749293604
Reciprocated Edge Ratio : 0.0165584002037957
Connected Components : 133
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 5311
Maximum Edges in a Connected Component : 15991
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.145615
Graph Density : 0.000244422917212267
Modularity : 0.399147
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,668 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, 24 November 2021 at 04:08 UTC.

The requested start date was Wednesday, 24 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 4-day, 5-hour, 3-minute period from Friday, 19 November 2021 at 05:17 UTC to Tuesday, 23 November 2021 at 10:20 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:
[43] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[39] https://www.cnn.com/2021/10/02/weather/climate-disasters-of-summer-2021/index.html
[22] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[22] https://www.theguardian.com/environment/2021/sep/06/more-than-200-health-journals-call-for-urgent-action-on-climate-crisis
[21] https://www.theguardian.com/us-news/2021/nov/19/giant-sequoias-wildfires-killed
[19] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[17] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[16] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[16] https://www.scientificamerican.com/article/studies-sound-alarm-on-badly-out-of-date-fema-flood-maps/
[11] https://www.washingtonpost.com/climate-environment/2021/09/04/climate-disaster-hurricane-ida/

Top URLs in Tweet in G1:
[2] http://emissions.To
[1] https://www.greenpeace.org/international/act/lets-end-the-age-of-plastic/
[1] https://twitter.com/MikeHudema/status/1461737051183853580
[1] https://secure.ucsusa.org/a/2021-tell-congress-take-bold-climate-action?utm_source=twitter&utm_medium=social&utm_campaign=tw&ms=twitter
[1] https://secure.ucsusa.org/a/2021-urge-senate-pass-build-back-better-act?ms=twitter
[1] https://news.yahoo.com/chaos-canadas-west-coast-preview-105210205.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://www.theguardian.com/australia-news/2021/nov/22/wa-nippers-parents-speak-out-against-woodside-energy-sponsorship-deal
[1] https://twitter.com/MikeHudema/status/1461374687221583873

Top URLs in Tweet in G2:
[43] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[39] https://www.cnn.com/2021/10/02/weather/climate-disasters-of-summer-2021/index.html
[22] https://www.theguardian.com/environment/2021/sep/06/more-than-200-health-journals-call-for-urgent-action-on-climate-crisis
[19] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[16] https://www.scientificamerican.com/article/studies-sound-alarm-on-badly-out-of-date-fema-flood-maps/
[11] https://www.washingtonpost.com/climate-environment/2021/09/04/climate-disaster-hurricane-ida/
[10] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[9] https://www.marketwatch.com/story/climate-change-is-the-biggest-health-threat-this-century-heres-how-medical-schools-are-adapting-2020-02-26
[9] https://www.climate.gov/news-features/blogs/beyond-data/2020-us-billion-dollar-weather-and-climate-disasters-historical
[9] https://www.theatlantic.com/science/archive/2018/02/college-republicans-carbon-climate-change-plan/554465/

Top URLs in Tweet in G3:
[1] https://news.trust.org/item/20211117091422-wig8y/
[1] https://www.mic.com/impact/recycling-plastic-myth
[1] https://www.theguardian.com/artanddesign/2021/nov/16/global-heating-is-destroying-rock-art-tens-of-thousands-of-years-old-experts-warn
[1] https://www.channelnewsasia.com/sustainability/south-koreas-beaches-face-threat-development-rising-seas-2324296
[1] https://twitter.com/ScientistRebel1/status/1460902122107678724

Top URLs in Tweet in G4:
[4] https://www.momscleanairforce.org/gas-stoves-climate-health/
[3] https://twitter.com/RepPeterDeFazio/status/1461691818953818119
[2] https://medium.com/enrique-dans/a-world-powered-by-renewable-energies-is-possible-701656d30f69?source=twitterShare-1a87bda351f5-1637602071&_branch_match_id=link-991381817357349869
[2] https://theconversation.com/five-things-you-need-to-know-about-the-glasgow-climate-pact-171799
[2] https://www.hpe.com/us/en/insights/articles/harnessing-the-power-of-the-ocean-to-create-clean-energy-2110.html?jumpid=em_3yri8jusxz_aid-520054795
[1] https://www.woodlandtrust.org.uk/blog/2017/11/foraging-in-november-and-december/
[1] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[1] https://rpujolviven.blogspot.com/2013/10/after-storm-will-always-be-calm.html
[1] https://www.weforum.org/agenda/2021/11/ecopreneur-revolution-climate-change-cop26-paris-agreement/
[1] https://www.economist.com/the-world-ahead/2021/11/08/the-fight-against-climate-change-requires-action-not-just-words

Top URLs in Tweet in G5:
[2] https://twitter.com/i/lists/1431542442583633922
[1] https://cleantechnica.com/2020/09/12/renewable-energy-22-2-of-us-electricity-in-1st-half-of-2020-charts/
[1] https://twitter.com/sudarsansand/status/1460851476645834756
[1] https://earther.gizmodo.com/this-giant-vibrator-could-somehow-be-the-future-of-wind-1846526505
[1] https://rpujolviven.blogspot.com/2017/02/spring-asthenia-in-fifth-of-february.html
[1] https://drawdown.org/solutions/table-of-solutions

Top URLs in Tweet in G6:
[15] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[8] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[6] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[5] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DAwRVMmgfEf4&q=EgS4SO-bGNW974wGIhBmpCJ7KnsVEGeqiwpOmYPsMgFy
[4] https://theconversation.com/five-things-you-need-to-know-about-the-glasgow-climate-pact-171799
[4] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[3] https://www.weforum.org/agenda/2021/11/women-imf-world-bank-avia-ceo-amanda-blanc-multilateralism/
[3] https://gizmodo.com/dc-comics-thinks-superman-s-best-climate-action-is-prot-1847884741
[3] https://www.raconteur.net/sustainability/climate-crisis-economic-opportunity/
[3] https://rpujolviven.blogspot.com/2015/03/the-fossil-co2-is-going-out-permafrost.html

Top URLs in Tweet in G7:
[20] https://www.theguardian.com/us-news/2021/nov/19/giant-sequoias-wildfires-killed
[4] https://www.theguardian.com/environment/2021/nov/20/climate-protesters-block-london-bridges-after-activists-jailed
[2] https://twitter.com/xr_cambridge/status/1462710812527767553
[2] https://www.theguardian.com/environment/2021/nov/20/american-fishers-west-coast-sue-big-oil
[2] https://www.theguardian.com/environment/2021/nov/21/cop27-is-in-egypt-next-year-but-will-anyone-be-allowed-to-protest
[2] https://www.theguardian.com/australia-news/2021/nov/22/wa-nippers-parents-speak-out-against-woodside-energy-sponsorship-deal
[1] https://www.latimes.com/opinion/story/2021-11-15/cop26-climate-summit-fossil-fuels
[1] https://www.theguardian.com/us-news/2021/nov/17/biden-administration-gulf-of-mexico-oil-gas-drilling-leases?CMP=Share_AndroidApp_Other
[1] https://braveneweurope.com/rupert-read-jem-bendell-the-davosification-of-cop-why-capitalism-hasnt-got-climate-covered
[1] https://twitter.com/pmagn/status/1462588398535798784

Top URLs in Tweet in G8:
[5] https://www.sierraclub.org/ecocentro/blog/2021/11/la-humanidad-en-la-cuerda-floja-humanity-tightrope
[1] https://twitter.com/janetted/status/1457560230007607297
[1] https://twitter.com/janetted/status/1461088828047900680
[1] https://twitter.com/RebeccaKling/status/1461768788496551942

Top URLs in Tweet in G9:
[6] https://globelegislators.org/sites/default/files/inline-files/FP-PG
[6] COP26
[6] Newsletter
[6] 22Nov21.pdf
[4] https://www.youtube.com/watch?v=WdSmnlVC_yk&feature=youtu.be

[2] https://www.rateitgreen.com/green-building-articles/inclusivity-and-equality-essential-pieces-to-the-climate-change-action-puzzle/120
[2] 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266240
[2] https://twitter.com/antonioguterres/status/1462016118474756097
[1] https://twitter.com/UNYouthEnvoy/status/1461736022841167874

Top URLs in Tweet in G10:
[1] https://twitter.com/Women4Aus/status/1461427282384281600
[1] https://twitter.com/Bigly20/status/1462164284817883136

Top Domains
Top Domains in Tweet in Entire Graph:
[161] twitter.com
[116] blogspot.com
[107] theguardian.com
[49] cnn.com
[47] dw.com
[22] youtube.com
[19] coalitionforgreencapital.com
[18] scientificamerican.com
[14] momscleanairforce.org
[14] washingtonpost.com

Top Domains in Tweet in G1:
[2] emissions.to
[2] twitter.com
[2] ucsusa.org
[1] greenpeace.org
[1] yahoo.com
[1] theguardian.com

Top Domains in Tweet in G2:
[53] blogspot.com
[47] dw.com
[46] cnn.com
[44] theguardian.com
[21] twitter.com
[19] coalitionforgreencapital.com
[16] scientificamerican.com
[13] washingtonpost.com
[9] marketwatch.com
[9] climate.gov

Top Domains in Tweet in G3:
[1] trust.org
[1] mic.com
[1] theguardian.com
[1] channelnewsasia.com
[1] twitter.com

Top Domains in Tweet in G4:
[13] twitter.com
[4] momscleanairforce.org
[3] theconversation.com
[2] blogspot.com
[2] medium.com
[2] hpe.com
[2] youtube.com
[1] org.uk
[1] weforum.org
[1] economist.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] cleantechnica.com
[1] gizmodo.com
[1] blogspot.com
[1] drawdown.org

Top Domains in Tweet in G6:
[60] blogspot.com
[23] twitter.com
[9] theguardian.com
[7] weforum.org
[6] theconversation.com
[5] youtube.com
[5] google.com
[4] ft.com
[4] natecosystem.com
[3] org.uk

Top Domains in Tweet in G7:
[48] theguardian.com
[9] twitter.com
[6] sciencedaily.com
[1] latimes.com
[1] braveneweurope.com
[1] springer.com
[1] globalwitness.org
[1] thestar.com

Top Domains in Tweet in G8:
[5] sierraclub.org
[3] twitter.com

Top Domains in Tweet in G9:
[6] globelegislators.org
[5] twitter.com
[4] youtube.com
[4] rateitgreen.com
[2] nodexlgraphgallery.org
[1] net.au
[1] unicef.org

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2361] actonclimate
[682] solarpanels
[666] climatecrisis
[553] climatechange
[512] nature
[382] climate
[316] climateemergency
[284] rewild
[282] climateaction
[274] buildbackbetter



Top Hashtags in Tweet in G1:
[657] solarpanels
[618] actonclimate
[458] nature
[309] climatecrisis
[275] climatechange
[265] rewild
[260] climate
[233] endplasticpollution
[166] cleanenergy
[137] solarpower

Top Hashtags in Tweet in G2:
[794] actonclimate
[144] climatecrisis
[131] buildbackbetter
[127] climatechange
[108] climateemergency
[76] climatesolutions
[35] buildbackbetteract
[31] climate
[30] climateaction
[22] cop26

Top Hashtags in Tweet in G3:
[16] actonclimate
[7] solarpanels
[5] belikethem
[5] rewild
[5] climatechange
[5] cleanenergy
[4] nature
[4] climatecrisis
[4] solarpower
[4] offshorewind

Top Hashtags in Tweet in G4:
[118] actonclimate
[63] buildbackbetter
[37] buildbackbetteract
[29] climatecrisis
[25] climateaction
[13] climatechange
[6] cleanenergy
[5] sustainability
[5] actnow
[5] thanksgiving

Top Hashtags in Tweet in G5:
[20] actonclimate
[17] climatechange
[10] sustainability
[8] renewableenergy
[8] carbon
[7] wind
[7] solar
[7] energy
[7] energytransition
[7] co2

Top Hashtags in Tweet in G6:
[155] actonclimate
[82] climatecrisis
[80] climateemergency
[60] climatechange
[47] climateactionnow
[37] climatejustice
[36] climateaction
[36] climatestrike
[35] climate
[31] cop26

Top Hashtags in Tweet in G7:
[122] actonclimate
[60] climateemergency
[33] watches4nature
[8] greenwashing
[7] cop26
[5] climatecrisis
[4] copout26
[4] solarpower
[4] climate
[4] belikethem

Top Hashtags in Tweet in G8:
[91] actonclimate
[13] cop26
[2] nature
[2] climatecrisis
[2] fossilfuels
[2] solarpanels
[1] belikethem
[1] endplasticpollution
[1] protectthetongass
[1] buildbackbetteract

Top Hashtags in Tweet in G9:
[23] actonclimate
[11] climateemergency
[10] cop26
[7] act4sdgs
[7] climate
[6] energy
[6] sdgs
[5] youth2030
[5] climatechange
[5] economy

Top Hashtags in Tweet in G10:
[1] solarpower
[1] cleanenergy

Top Words
Top Words in Tweet in Entire Graph:
[4620] mikehudema
[2360] #actonclimate
[1199] nature
[1006] solutions
[865] over
[854] climate
[774] many
[686] more
[686] created
[683] flexible

Top Words in Tweet in G1:
[4269] mikehudema
[1089] nature
[783] solutions
[672] many
[657] australian
[657] researchers
[657] created
[657] flexible
[657] #solarpanels
[657] printed

Top Words in Tweet in G2:
[794] #actonclimate
[469] climate
[309] reconciliation
[258] budget
[215] funding
[193] support
[178] solutions
[158] risk
[144] #climatecrisis
[140] energy

Top Words in Tweet in G3:
[298] fossil
[298] fuels
[221] greenpeace
[162] over
[149] know
[149] two
[149] thirds
[149] textiles
[149] made
[149] fashion

Top Words in Tweet in G4:
[118] #actonclimate
[116] thank
[101] climate
[69] historic
[63] #buildbackbetter
[61] supporting
[57] clean
[56] investments
[53] future
[49] make

Top Words in Tweet in G5:
[47] mikehudema
[36] arikring
[26] saleemulhuq
[21] raduede
[21] adamrogers2030
[20] cberrl
[20] #actonclimate
[19] sbyravan
[19] dawnroseturner
[19] solhog

Top Words in Tweet in G6:
[155] #actonclimate
[82] #climatecrisis
[80] #climateemergency
[60] #climatechange
[47] #climateactionnow
[45] climate
[37] #climatejustice
[36] #climateaction
[36] #climatestrike
[35] #climate

Top Words in Tweet in G7:
[122] #actonclimate
[96] save
[95] longer
[94] incrementalism
[60] #climateemergency
[56] coderedearth
[46] clima
[42] climate
[39] mikehudema
[33] #watches4nature

Top Words in Tweet in G8:
[91] #actonclimate
[79] house
[79] voted
[79] lower
[79] americans
[79] costs
[79] taxes
[79] invest
[79] america
[79] future

Top Words in Tweet in G9:
[23] #actonclimate
[14] cop26
[11] #climateemergency
[10] #cop26
[9] antonioguterres
[8] protect
[8] mikehudema
[8] apoorv_om
[7] youth
[7] #act4sdgs

Top Words in Tweet in G10:
[7] actonclimate
[5] aaarghhhhhh
[4] adamajacoby
[4] strollingrabbi
[3] julieecowarrior
[3] sstockwe
[3] adylady9969
[3] advocateplanet
[3] nigelgdale
[3] mikehudema

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[695] many,solutions
[682] australian,researchers
[682] researchers,created
[682] created,flexible
[682] flexible,#solarpanels
[682] #solarpanels,printed
[682] printed,newspapers
[682] newspapers,many
[681] mikehudema,australian
[664] mikehudema,wow

Top Word Pairs in Tweet in G1:
[670] many,solutions
[657] australian,researchers
[657] researchers,created
[657] created,flexible
[657] flexible,#solarpanels
[657] #solarpanels,printed
[657] printed,newspapers
[657] newspapers,many
[656] mikehudema,australian
[613] mikehudema,wow

Top Word Pairs in Tweet in G2:
[253] budget,reconciliation
[153] climate,solutions
[114] clean,energy
[91] 000,people
[87] solutions,budget
[78] funding,climate
[76] #actonclimate,support
[75] climate,change
[68] #actonclimate,#buildbackbetter
[65] states,risk

Top Word Pairs in Tweet in G3:
[298] fossil,fuels
[149] know,over
[149] over,two
[149] two,thirds
[149] thirds,textiles
[149] textiles,made
[149] made,fossil
[149] fuels,fashion
[149] fashion,hidden
[149] hidden,addiction

Top Word Pairs in Tweet in G4:
[47] clean,energy
[46] historic,investments
[41] supporting,historic
[41] investments,address
[41] address,climate
[41] climate,crisis
[41] crisis,make
[41] make,clean
[28] working,ensure
[28] ensure,children

Top Word Pairs in Tweet in G5:
[19] raduede,sbyravan
[19] sbyravan,saleemulhuq
[19] saleemulhuq,dawnroseturner
[19] dawnroseturner,solhog
[19] solhog,cberrl
[19] cberrl,kashthefuturist
[19] kashthefuturist,adamrogers2030
[19] adamrogers2030,reclaimanglesea
[17] arikring,raduede
[17] reclaimanglesea,amazingche

Top Word Pairs in Tweet in G6:
[27] #actonclimate,#climatecrisis
[20] #climateemergency,#climatecrisis
[19] #racetozero,#actonclimate
[19] #climateemergency,#globalwarming
[19] #globalwarming,#fridaysforfuture
[19] 40,000
[18] #actonclimate,#climatejustice
[18] #climatecrisis,#climatestrike
[18] #climatestrike,#climateactionnow
[18] #climateactionnow,#climatejustice

Top Word Pairs in Tweet in G7:
[94] incrementalism,longer
[94] longer,save
[47] save,incrementalism
[47] save,#actonclimate
[47] #actonclimate,#climateemergency
[46] coderedearth,incrementalism
[46] #climateemergency,clima
[20] wildfires,killed
[20] killed,nearly
[20] nearly,20

Top Word Pairs in Tweet in G8:
[79] house,voted
[79] voted,lower
[79] lower,americans
[79] americans,costs
[79] costs,taxes
[79] taxes,invest
[79] invest,america
[79] america,future
[79] future,strength
[79] strength,#actonclimate

Top Word Pairs in Tweet in G9:
[6] #actonclimate,#act4sdgs
[6] 6th,issue
[6] issue,parliamentarians
[6] parliamentarians,cop26
[6] cop26,newsletter
[6] newsletter,download
[6] download,pls
[6] pls,share
[5] youth,self
[5] self,made

Top Word Pairs in Tweet in G10:
[3] adamajacoby,actonclimate
[3] actonclimate,sstockwe
[3] sstockwe,aaarghhhhhh
[3] aaarghhhhhh,adylady9969
[3] adylady9969,strollingrabbi
[3] strollingrabbi,advocateplanet
[3] advocateplanet,nigelgdale
[2] julieecowarrior,adamajacoby
[2] nigelgdale,louiseadl
[2] victorklinetnl,katharinetnl

Top Replied-To
Top Replied-To in Entire Graph:
@nayonsorkarbd
@arikring
@raduede
@potus
@senatorsinema
@chriscartw83
@keillerdon
@lisasj
@sen_joemanchin
@mikehudema

Top Replied-To in G1:
@mikehudema

Top Replied-To in G2:
@chriscartw83
@senatorsinema
@sen_joemanchin
@nwsmiami
@cookiechat4_0
@_hannahritchie
@thom_hartmann
@repmikelevin
@repthompson
@repadams

Top Replied-To in G4:
@sgilmoredist11
@ggw_co
@repjayapal
@repkathleenrice
@repstephmurphy

Top Replied-To in G5:
@arikring
@raduede
@risepdx
@ecowarriorss
@jimcassidy48
@dougmcneall

Top Replied-To in G6:
@nayonsorkarbd
@enda_b
@stopthespraybc
@mikeschreiner

Top Replied-To in G7:
@potus
@greenrupertread

Top Replied-To in G8:
@oversightdems
@earthjustice

Top Replied-To in G9:
@albertoemachado
@krick0604

Top Replied-To in G10:
@adamajacoby
@vaniaholt9
@aaaopinion
@brownecomp

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@greenpeace
@senjeffmerkley
@coderedearth
@senatorhassan
@senatorshaheen
@cleanairmoms
@senschumer
@sengillibrand
@timguinee

Top Mentioned in G1:
@mikehudema
@jjhorgan
@bcndp
@disfolddotcom
@georgemonbiot
@cocacola
@gretathunberg
@gloriamika
@tooopmedia
@tjwattphoto

Top Mentioned in G2:
@mikehudema
@senatorhassan
@senatorshaheen
@senschumer
@sengillibrand
@chriscoons
@senatorcarper
@timguinee
@senbobcasey
@sentoomey

Top Mentioned in G3:
@greenpeace
@mikehudema
@greenpeaceusa
@greenourplanet2

Top Mentioned in G4:
@cleanairmoms
@actonclimateus
@reppeterdefazio
@chrisdoylefl
@mikehudema
@margerama100
@defendourfuture
@cleanairmoms_pa
@repblumenauer
@pdxceleste

Top Mentioned in G5:
@mikehudema
@arikring
@saleemulhuq
@adamrogers2030
@cberrl
@raduede
@sbyravan
@dawnroseturner
@solhog
@kashthefuturist

Top Mentioned in G6:
@mikehudema
@alexwitzleben
@myzerocarbon
@joe34348717
@pauledawson
@bobhillbrain
@gretathunberg
@wef
@gecko39
@ramprakashmina

Top Mentioned in G7:
@coderedearth
@mikehudema
@giacomo_cortes
@docsforclimate
@sumuelahi
@greenrupertread
@braveneweurope1
@juliancribb
@potus

Top Mentioned in G8:
@senjeffmerkley
@sierraclub
@mikehudema
@javier_sc
@joebiden
@repmaloney
@janetted
@earthjustice
@oliveroliver

Top Mentioned in G9:
@cop26
@antonioguterres
@mikehudema
@apoorv_om
@un
@youtube
@unfccc
@jjackx14
@globe_intl
@kvajpayaee

Top Mentioned in G10:
@actonclimate
@aaarghhhhhh
@strollingrabbi
@julieecowarrior
@adamajacoby
@sstockwe
@adylady9969
@advocateplanet
@nigelgdale
@mikehudema

Top Tweeters
Top Tweeters in Entire Graph:
@solutioneer72
@geoffrey_payne
@joni_looking
@billm9
@inspiteoftrump
@sddphoto
@chrisbrey1
@lehimesa
@cheezwitham
@minhkular

Top Tweeters in G1:
@joni_looking
@billm9
@chrisbrey1
@cheezwitham
@drdaveanddee
@chuddles11
@johnjoechad
@astwisa
@willseattle
@minotauresse

Top Tweeters in G2:
@eykis
@mcdonalds
@jfsebastian146
@markburgerenerg
@cultiv8hope
@areck0001
@fox10phoenix
@foxnews
@fog_0f_war
@abc

Top Tweeters in G3:
@funnagan
@alexaadams12
@joshdacat
@7tariqm
@voteforchanges
@frank3davies
@sharonsrose13
@urbanwitch9
@slytwain
@vikkik88

Top Tweeters in G4:
@dgendvil
@mikecoulson48
@mary_swilling
@ambiimoore
@ricardo_ik_ahau
@iridescentashes
@eco1start
@eturleye
@buckleyswartz
@kittybayoutsfan

Top Tweeters in G5:
@geoffrey_payne
@sddphoto
@lehimesa
@minhkular
@dancas2
@jamestoupin
@ken_crichlow
@blanketcrap
@npsusa
@suekhi

Top Tweeters in G6:
@curiocat13
@guardian
@nytimes
@alanjmitchell_
@thequint
@moisturevapor8r
@guasch22
@imagine_garden
@ft
@afp

Top Tweeters in G7:
@bob_stinson1234
@changetocindy
@andymoz78
@littlebirdsteph
@replicantx6
@0calamity
@pbrown4348
@planetkooler
@gbibuildingco
@lulex

Top Tweeters in G8:
@solutioneer72
@inspiteoftrump
@russelltim151
@metaquest
@all100senators
@eilonwy24
@corinneam
@ellis_texas
@amydentata
@meloniasherban

Top Tweeters in G9:
@zeynazerda
@robtropper
@mspadine
@kvajpayaee
@victoria_victo3
@bungobot1
@ebyzio
@mikimiyazaki13
@ersu1880
@jjackx14

Top Tweeters in G10:
@whterbbnadvocat
@johnnybridge2
@bron1954
@adamajacoby
@bugwannostra
@simonahac
@samoskal
@aaarghhhhhh
@advocateplanet
@julieoz836