actonclimate, Twitter, 8/5/2020 3:29:04 AM, 231882


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actonclimate_2020-08-04_20-00-00.xlsx
actonclimate_2020-08-04_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
actonclimate via NodeXL https://bit.ly/3fuMsr4
@mikehudema
@pauledawson
@climatereality
@repcasten
@defendourfuture
@eco1start
@ourfuturebot
@arikring
@dorobuk
@cleanairmoms

Top hashtags:
#actonclimate
#solar
#climate
#climatechange
#climatecrisis
#renewables

Description:
Description
The graph represents a network of 5,201 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, 05 August 2020 at 03:04 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 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, 6-hour, 31-minute period from Saturday, 01 August 2020 at 10:28 UTC to Tuesday, 04 August 2020 at 16:59 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 : 5201
Unique Edges : 1595
Edges With Duplicates : 14839
Total Edges : 16434
Number of Edge Types : 5
Retweet : 6965
MentionsInRetweet : 8141
Tweet : 469
Mentions : 809
Replies to : 50
Self-Loops : 508
Reciprocated Vertex Pair Ratio : 0.0115203880551766
Reciprocated Edge Ratio : 0.0227783605574704
Connected Components : 151
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 4822
Maximum Edges in a Connected Component : 15794
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.40025
Graph Density : 0.000246735095321906
Modularity : 0.348775
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,201 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, 05 August 2020 at 03:04 UTC.

The requested start date was Wednesday, 05 August 2020 at 00:01 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, 6-hour, 31-minute period from Saturday, 01 August 2020 at 10:28 UTC to Tuesday, 04 August 2020 at 16:59 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:
[98] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/
[43] https://365sustainabledecisionschallenge.blogspot.com/
[24] https://climate-consulting.com
[7] https://www.rateitgreen.com/green-building-articles/introduction-to-building-electrification/119
[7] https://thriveglobal.com/stories/advocating-for-equal-justice-with-penny-bauder-heather-mcteer-toney/
[7] https://secure.actblue.com/donate/dw_nj04
[6] https://twitter.com/jjackx14/status/1289047079810039809
[6] https://www.nytimes.com/2020/08/02/opinion/utility-corruption-energy.html?referringSource=articleShare
[6] https://www.momscleanairforce.org/
[5] https://www.svlg.org/event/energy-sustainability-summit/

Top URLs in Tweet in G1:
[2] https://www.newsweek.com/heatwave-antarctica-recorded-first-time-1495206
[1] https://greennewdealcanada.ca/?org=greenpeace&utm_campaign=oil&campaign_project=climatemob&utm_medium=post&utm_term=sign&utm_content=link&content_specific=gnd.mikehudema&ea_tracking_id=en_oil_climatemob_t.co_post_20190506_sign_link_gnd.mikehudema
[1] https://www.youtube.com/watch?v=EqFmLgK_H9s

[1] https://video.buffer.com/v/5f206f5dfeb6c139f14b0e23
[1] https://www.theguardian.com/us-news/2020/aug/04/rising-global-temperatures-death-toll-infectious-diseases-study
[1] https://nypost.com/2020/07/31/two-arctic-ice-caps-have-vanished-as-nasa-reveals-shock-satellite-images-of-global-warming/
[1] https://www.linkedin.com/slink?code=eKumA-K
[1] https://www.linkedin.com/slink?code=epjhtFB
[1] https://www.linkedin.com/slink?code=eYH72GY
[1] https://tweetedtimes.com/v/22464?s=tnp

Top URLs in Tweet in G2:
[3] https://www.vox.com/2019/4/12/18306566/david-attenborough-our-planet-netflix-advocacy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://www.theguardian.com/environment/2019/aug/14/fracking-causing-rise-in-methane-emissions-study-finds?CMP=share_btn_tw
[2] https://www.theguardian.com/environment/2019/dec/10/greenland-ice-sheet-melting-seven-times-faster-than-in-1990s?CMP=share_btn_tw
[2] https://www.theguardian.com/environment/2019/jun/18/arctic-permafrost-canada-science-climate-crisis?CMP=share_btn_tw
[2] https://edition.cnn.com/2019/09/04/politics/trump-climate-change-policy-rollbacks/index.html
[2] https://www.bbc.co.uk/news/uk-scotland-49565953
[2] https://e360.yale.edu/features/the-new-climate-math-the-numbers-keep-getting-more-frightening
[2] https://www.theguardian.com/environment/2020/jun/23/trillion-dollar-investors-warn-brazil-over-dismantling-of-environmental-policies
[2] https://www.ft.com/content/710cc474-15f7-4db0-8d54-a50f161f76bb
[2] https://www.theguardian.com/environment/2019/sep/06/oil-and-gas-companies-undermining-climate-goals-says-report?CMP=share_btn_tw

Top URLs in Tweet in G3:
[7] https://thriveglobal.com/stories/advocating-for-equal-justice-with-penny-bauder-heather-mcteer-toney/
[6] https://www.momscleanairforce.org/
[5] https://thehill.com/policy/energy-environment/509799-senate-democrats-introduce-companion-to-environmental-justice-bill
[5] https://www.orlandosentinel.com/opinion/guest-commentary/os-op-anna-eskamani-renewable-energy-20200802-6qju5xkpwbb7vldhhsq7stbepe-story.html
[4] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/
[3] https://www.huffpost.com/entry/mississippi-teens-climate-change_n_5ec6d8f9c5b6b9606d452fe6
[3] https://www.apple.com/newsroom/2020/07/apple-commits-to-be-100-percent-carbon-neutral-for-its-supply-chain-and-products-by-2030/?_lrsc=d789cb0b-970f-4ca8-b41c-1ac47f5e00b6
[3] https://www.audubon.org/news/join-growing-non-partisan-youth-movement-combat-climate-change
[3] https://twitter.com/jjackx14/status/1289047079810039809
[3] https://www.kickstarter.com/projects/pinkrobotics/pink-robotics-robots-trees-and-co2-capture

Top URLs in Tweet in G4:
[86] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/
[2] https://twitter.com/ccdr/status/1289965618012270594
[1] https://www.washingtonpost.com/weather/2020/07/29/baghdad-iraq-heat-record/
[1] https://www.theguardian.com/commentisfree/2020/aug/04/economists-letter-carbon-economy-climate-change-rebuild
[1] https://coyotegulch.blog/2020/08/01/natures-future-is-our-future-the-nature-conservancy-actonclimate/
[1] https://coyotegulch.blog/2020/08/01/colorados-naturalgas-pivot-the-mountain-town-news-actonclimate-keepitintheground/
[1] https://coyotegulch.blog/2020/08/02/a-quarter-of-bangladesh-is-flooded-millions-have-lost-everything-the-new-york-times-actonclimate/
[1] https://twitter.com/sencorygardner/status/1290361047589822464
[1] https://coyotegulch.blog/2020/08/04/nearly-all-of-colorado-is-under-some-drought-status-a-year-ago-almost-none-of-the-state-was-parched-the-colorado-sun-actonclimate/
[1] https://coyotegulch.blog/2020/08/04/the-worst-case-scenario-for-globalwarming-tracks-closely-with-actual-emissions-inside-climate-news-actonclimate-keepitintheground/

Top URLs in Tweet in G5:
[2] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/
[2] https://365sustainabledecisionschallenge.blogspot.com/
[1] https://qz.com/1245048/portugal-generated-enough-renewable-energy-to-power-the-whole-country-in-march/
[1] https://www.nationalgeographic.com/history/2020/07/environmental-movement-very-white-these-leaders-want-change-that/#close
[1] https://thetylt.com/culture/climate-change-series-part-three-racial-justice-and-climate-justice

Top URLs in Tweet in G6:
[1] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/
[1] https://www.dailycamera.com/2020/08/02/boulder-area-farming-practices-cited-as-potential-tools-in-congressional-climate-report/

Top URLs in Tweet in G7:
[6] https://www.rateitgreen.com/green-building-articles/introduction-to-building-electrification/119
[2] https://thebarentsobserver.com/en/industry-and-energy/2020/07/coal-mine-flooded-melting-glacier#.XyX2FAuqboI.twitter
[2] https://renewablenaturalgas.com/rng-opportunities-for-ghg-emissions-reduction-strategies/
[1] https://earther.gizmodo.com/a-scary-amount-of-rain-is-about-to-drench-the-east-coas-1844595528?utm_medium=sharefromsite&utm_source=earther_twitter
[1] https://www.treehugger.com/why-biodiversity-big-deal-4868786?utm_source=twitter&utm_medium=social&utm_campaign=shareurlbuttons
[1] https://www.huffpost.com/entry/hurricane-isaias-bahamas-florida_n_5f239dccc5b6a34284b8e005?ncid=engmodushpmg00000004
[1] https://www.bostonglobe.com/2020/07/31/metro/temperatures-rise-nightmare-toxic-algae-plagues-hidden-gems-cape-cod/?event=event25
[1] https://earther.gizmodo.com/california-is-burning-20-000-acre-fire-rages-on-uncont-1844588455?utm_medium=sharefromsite&utm_source=earther_twitter
[1] https://www.forbes.com/sites/johncumbers/2020/07/29/despite-coronavirus-new-survey-shows-56-of-americans-are-thinking-about-sustainability-more-than-ever/?utm_content=136273466&utm_medium=social&utm_source=twitter&hss_channel=tw-60629481#34b72b914076
[1] https://www.cfcehc.org/

Top URLs in Tweet in G8:
[5] https://www.trvnaturalworld.uk/
[2] https://www.youtube.com/watch?v=7fHt7Dc5GWE&feature=youtu.be

[2] https://twitter.com/MikeHudema/status/1290276848249667590
[2] https://www.vice.com/en_ca/article/bv85z3/arctic-sea-ice-is-melting-so-fast-i-just-hit-a-record-low
[2] https://www.theguardian.com/us-news/2020/aug/04/rising-global-temperatures-death-toll-infectious-diseases-study
[1] https://twitter.com/Thales_Alenia_S/status/1289125018241302530
[1] https://twitter.com/NeumannJo/status/1289219525376790533
[1] https://www.rateitgreen.com/green-building-articles/introduction-to-building-electrification/119
[1] https://wp.me/p80FpH-2yZ
[1] https://www.reuters.com/article/us-usa-environment-pollution/after-three-decades-most-polluted-u-s-neighborhoods-havent-changed-idUSKCN24V3BS

Top URLs in Tweet in G9:
[1] https://365sustainabledecisionschallenge.blogspot.com/
[1] https://twitter.com/EurekaStreet/status/1288009193170010118?s=20
[1] https://groups.google.com/forum/#!topic/wgar-news/2Dnie0X7IQI
[1] https://www.esquire.com/news-politics/politics/a33338161/siberia-100-degrees-permafrost-melt-climate-crisis/

Top URLs in Tweet in G10:
[3] https://twitter.com/jjackx14/status/1289047079810039809
[2] https://twitter.com/JjackX14/status/1258919416940486657
[2] https://theconversation.com/coronavirus-shows-how-to-get-people-to-act-on-climate-change-heres-the-psychology-143300
[1] https://www.nato.int/docu/review/articles/2019/12/10/planetary-security-the-security-implications-of-climate-change/index.html
[1] https://twitter.com/MikeHudema/status/1267119825576513547
[1] https://www.theguardian.com/environment/2020/aug/03/more-coal-power-generation-closed-than-opened-around-the-world-this-year-research-finds?CMP=Share_iOSApp_Other
[1] https://twitter.com/JjackX14/status/1289047079810039809
[1] https://news.sky.com/story/next-six-months-most-critical-in-a-generation-for-climate-emergency-says-man-behind-paris-deal-12038485?s=09
[1] https://www.nytimes.com/2020/07/30/climate/sea-level-inland-floods.html?smid=tw-nytclimate&smtyp=cur
[1] https://www.stopecocide.earth/making-ecocide-a-crime

Top Domains
Top Domains in Tweet in Entire Graph:
[142] twitter.com
[98] esquire.com
[73] theguardian.com
[43] blogspot.com
[24] climate-consulting.com
[19] nytimes.com
[11] co.uk
[10] youtube.com
[10] wri.org
[10] actblue.com

Top Domains in Tweet in G1:
[3] linkedin.com
[2] newsweek.com
[1] greennewdealcanada.ca
[1] youtube.com
[1] buffer.com
[1] theguardian.com
[1] nypost.com
[1] tweetedtimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[31] theguardian.com
[11] co.uk
[5] twitter.com
[4] theconversation.com
[3] nationalgeographic.com
[3] time.com
[3] yale.edu
[3] vox.com
[2] scientificamerican.com
[2] cnn.com

Top Domains in Tweet in G3:
[47] twitter.com
[7] momscleanairforce.org
[7] thriveglobal.com
[5] thehill.com
[5] orlandosentinel.com
[5] nytimes.com
[5] youtube.com
[4] esquire.com
[3] huffpost.com
[3] apple.com

Top Domains in Tweet in G4:
[86] esquire.com
[5] coyotegulch.blog
[4] twitter.com
[1] washingtonpost.com
[1] theguardian.com
[1] climaterealityproject.org

Top Domains in Tweet in G5:
[2] esquire.com
[2] blogspot.com
[1] qz.com
[1] nationalgeographic.com
[1] thetylt.com

Top Domains in Tweet in G6:
[1] esquire.com
[1] dailycamera.com

Top Domains in Tweet in G7:
[8] twitter.com
[6] rateitgreen.com
[2] gizmodo.com
[2] thebarentsobserver.com
[2] renewablenaturalgas.com
[1] treehugger.com
[1] huffpost.com
[1] bostonglobe.com
[1] forbes.com
[1] cfcehc.org

Top Domains in Tweet in G8:
[33] twitter.com
[5] trvnaturalworld.uk
[4] theguardian.com
[3] washingtonpost.com
[3] youtube.com
[2] paper.li
[2] vice.com
[1] rateitgreen.com
[1] wp.me
[1] reuters.com

Top Domains in Tweet in G9:
[1] blogspot.com
[1] twitter.com
[1] google.com
[1] esquire.com

Top Domains in Tweet in G10:
[9] twitter.com
[2] theconversation.com
[2] stopecocide.earth
[1] nato.int
[1] theguardian.com
[1] sky.com
[1] nytimes.com
[1] esquire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1399] actonclimate
[682] solar
[384] climate
[199] climatechange
[179] climatecrisis
[178] renewables
[177] climateemergency
[176] climateaction
[158] windtree
[152] nigeria



Top Hashtags in Tweet in G1:
[556] solar
[299] climate
[179] actonclimate
[141] windtree
[135] renewables
[129] nigeria
[126] wind
[119] geothermal
[75] antarctica
[49] solarpanels

Top Hashtags in Tweet in G2:
[274] actonclimate
[105] keepitintheground
[77] solar
[66] climateemergency
[63] climateaction
[36] climatechange
[33] climate
[20] climatecrisis
[16] wind
[16] geothermal

Top Hashtags in Tweet in G3:
[206] actonclimate
[72] climatechange
[70] climatecrisis
[63] climateemergency
[60] facetheclimateemergency
[59] buildbackbetter
[57] blacklivesmatter
[57] globalclimatejustice
[57] biodiversite
[57] 6thextinction

Top Hashtags in Tweet in G4:
[103] actonclimate
[7] solar
[4] fossilfuels
[3] renewables
[3] colorado
[3] keepitintheground
[2] nigeria
[2] drought
[2] globalwarming
[2] solarpanels

Top Hashtags in Tweet in G5:
[25] actonclimate
[10] solar
[9] climateaction
[8] climatestrike
[7] environment
[7] climatecatastrophe
[6] climatechange
[6] renewables
[6] climate
[5] energy

Top Hashtags in Tweet in G6:
[138] actonclimate
[1] exposealec
[1] tradeup
[1] climateaction
[1] climateemergency
[1] solar

Top Hashtags in Tweet in G7:
[47] actonclimate
[34] climatechange
[20] climatecrisis
[13] climateemergency
[11] cleanenergy
[10] climatechangeisreal
[9] solar
[9] climate
[7] sustainability
[7] climateactionnow

Top Hashtags in Tweet in G8:
[82] actonclimate
[9] climatechange
[5] ecofriendly
[4] climatejustice
[3] leadonclimate
[3] climatecrisis
[2] energy
[2] heatwaves
[2] motherearth
[2] rockstars

Top Hashtags in Tweet in G9:
[5] 365sustainabledecisions
[3] daylight
[2] firstnations
[2] barngarla
[1] decolonisenow
[1] crafting
[1] wrapping
[1] michelemadigan
[1] eurekastreet
[1] traditionalowners

Top Hashtags in Tweet in G10:
[36] actonclimate
[15] climateemergency
[13] greennewdeal
[12] coronavirus
[8] climatechange
[7] ecocide
[7] law
[6] notofossilfuels
[6] renewables
[5] standfornature

Top Words
Top Words in Tweet in Entire Graph:
[3063] mikehudema
[2623] pauledawson
[1399] #actonclimate
[1086] climate
[965] solutions
[916] people
[810] one
[778] ice
[753] power
[747] let's

Top Words in Tweet in G1:
[2532] mikehudema
[803] solutions
[621] power
[564] let's
[556] #solar
[485] billion
[456] enough
[454] one
[419] people
[411] million

Top Words in Tweet in G2:
[2369] pauledawson
[693] climate
[364] mikehudema
[359] people
[342] ice
[311] lost
[302] being
[302] re
[284] greenland
[274] #actonclimate

Top Words in Tweet in G3:
[206] #actonclimate
[95] climate
[72] #climatechange
[70] #climatecrisis
[69] pauledawson
[63] #climateemergency
[60] people
[60] #facetheclimateemergency
[59] youth
[59] #buildbackbetter

Top Words in Tweet in G4:
[172] climatereality
[172] month
[172] week
[103] #actonclimate
[98] time
[94] 100
[92] arctic
[88] need
[88] temperature
[87] records

Top Words in Tweet in G5:
[42] arikring
[39] ristori20
[35] mikehudema
[32] jackthelad1947
[25] #actonclimate
[23] pauledawson
[20] kashthefuturist
[17] charluv2011
[16] debraruh
[16] hanslak

Top Words in Tweet in G6:
[138] #actonclimate
[136] americans
[136] government
[135] wondered
[135] two
[135] thirds
[135] think
[135] more
[135] over
[135] 90

Top Words in Tweet in G7:
[47] #actonclimate
[34] #climatechange
[20] #climatecrisis
[14] reduce
[14] emissions
[14] health
[13] #climateemergency
[13] report
[12] nrdc
[11] more

Top Words in Tweet in G8:
[82] #actonclimate
[12] climate
[9] #climatechange
[8] help
[7] change
[7] day
[7] ice
[6] bit
[6] greenland
[6] planet

Top Words in Tweet in G9:
[36] kinglouisrocks
[36] penny_madamlash
[36] 3wombats
[36] anne_clothier
[36] janettj777
[36] girrali
[36] eurekastreet
[35] blakandblack
[35] wgarnews
[28] lynlinking

Top Words in Tweet in G10:
[36] #actonclimate
[28] climate
[24] security
[15] #climateemergency
[15] gretathunberg
[13] change
[13] #greennewdeal
[13] pauledawson
[13] nature
[12] nato

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[439] one,day
[437] 11,billion
[437] billion,tons
[437] tons,greenland
[437] greenland,ice
[437] ice,melted
[437] melted,one
[437] day,equivalent
[437] equivalent,million
[437] swimming,pools

Top Word Pairs in Tweet in G1:
[369] solutions,let's
[356] 11,billion
[356] billion,tons
[356] tons,greenland
[356] greenland,ice
[356] ice,melted
[356] melted,one
[356] one,day
[356] day,equivalent
[356] equivalent,million

Top Word Pairs in Tweet in G2:
[233] being,lost
[233] sea,level
[232] ice,being
[232] lost,greenland
[232] greenland,seven
[232] seven,times
[232] times,faster
[232] faster,1990s
[232] 1990s,means
[232] means,sea

Top Word Pairs in Tweet in G3:
[57] #facetheclimateemergency,#buildbackbetter
[57] #buildbackbetter,#blacklivesmatter
[57] #blacklivesmatter,#globalclimatejustice
[57] #globalclimatejustice,#biodiversite
[57] #biodiversite,#6thextinction
[46] climate,change
[41] academics,scientists
[41] scientists,researchers
[41] researchers,please
[41] please,join

Top Word Pairs in Tweet in G4:
[87] temperature,records
[86] spoiler,alert
[86] alert,arctic
[86] arctic,100
[86] 100,degrees
[86] degrees,need
[86] need,#actonclimate
[86] month,month
[86] month,week
[86] week,week

Top Word Pairs in Tweet in G5:
[14] debraruh,hanslak
[14] hanslak,susanheaney
[14] ristori20,mzjacobson
[13] jackthelad1947,neurozoinnovat1
[13] neurozoinnovat1,ristori20
[13] ristori20,kashthefuturist
[13] susanheaney,matthewshirts
[13] hazloe3,profstrachan
[13] profstrachan,ecowarriorss
[13] ecowarriorss,msfowlersays

Top Word Pairs in Tweet in G6:
[135] wondered,two
[135] two,thirds
[135] thirds,americans
[135] americans,think
[135] think,government
[135] government,more
[135] more,#actonclimate
[135] #actonclimate,over
[135] over,90
[134] repcasten,wondered

Top Word Pairs in Tweet in G7:
[11] #actonclimate,#climatecrisis
[11] #climatecrisis,#climateemergency
[10] #climatechange,#actonclimate
[10] #climatechangeisreal,#climatechange
[7] climate,change
[7] coalitionforrng,read
[7] read,iea
[7] iea,report
[7] report,learn
[7] learn,methane

Top Word Pairs in Tweet in G8:
[6] climate,change
[5] 11,billion
[5] billion,tons
[5] tons,greenland
[5] greenland,ice
[5] ice,melted
[5] melted,one
[5] one,day
[5] day,equivalent
[5] equivalent,million

Top Word Pairs in Tweet in G9:
[36] kinglouisrocks,penny_madamlash
[36] penny_madamlash,3wombats
[36] 3wombats,anne_clothier
[36] janettj777,girrali
[36] girrali,eurekastreet
[35] wgarnews,kinglouisrocks
[28] eurekastreet,lynlinking
[24] lynlinking,robro
[23] anne_clothier,janettj777
[21] blakandblack,wgarnews

Top Word Pairs in Tweet in G10:
[14] #climateemergency,#actonclimate
[13] climate,change
[12] nato,review
[12] review,published
[12] published,article
[12] article,planetary
[12] planetary,security
[12] security,security
[12] security,implications
[12] implications,climate

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@sunrisemvmt
@blakandblack
@zelda229
@mikehudema
@jasonhickel
@netflix
@cberrl
@hazloe3
@joebiden

Top Replied-To in G1:
@mikehudema

Top Replied-To in G3:
@jasonhickel
@joebiden
@sensanders
@carolecadwalla
@elonmusk
@kbleecaster
@a_leesha1
@audubonsociety
@n0wars

Top Replied-To in G4:
@defendourfuture

Top Replied-To in G5:
@cberrl
@jackthelad1947
@amazingchevvolt
@hazloe3
@arikring

Top Replied-To in G9:
@blakandblack
@wgarnews
@kinglouisrocks

Top Replied-To in G10:
@gretathunberg
@pauledawson

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@climatereality
@repcasten
@erlijng
@ayanaeliza
@audubonsociety
@arikring
@nwf
@ristori20

Top Mentioned in G1:
@mikehudema
@gretathunberg
@disfolddotcom
@justintrudeau
@lofwyrm
@justingerdes

Top Mentioned in G2:
@pauledawson
@mikehudema
@michaelemann
@alexwitzleben
@aenguskane
@nypost
@kaskadia
@sergio_mesquite
@enviroaction
@orbplanet

Top Mentioned in G3:
@pauledawson
@audubonsociety
@ayanaeliza
@mikehudema
@nwf
@cleanairmoms
@stevesilent
@defendourfuture
@acc_national
@annaforflorida

Top Mentioned in G4:
@climatereality
@pauledawson
@mikehudema
@coyotegulch
@repkenbuck
@robbiebisset
@arikring

Top Mentioned in G5:
@arikring
@ristori20
@mikehudema
@jackthelad1947
@pauledawson
@kashthefuturist
@charluv2011
@debraruh
@hanslak
@mzjacobson

Top Mentioned in G6:
@repcasten
@pauledawson
@joeneguse
@mikehudema
@climatereality
@alec_states
@dailycamera

Top Mentioned in G7:
@nrdc
@ncstinn
@vogellopez
@coalitionforrng
@repmaloney
@oversightdems
@hiwarangal
@rweingarten
@inovateussolar
@creationcare

Top Mentioned in G8:
@calililiindies
@vnaturrechte
@hroadie

Top Mentioned in G9:
@penny_madamlash
@3wombats
@anne_clothier
@janettj777
@girrali
@eurekastreet
@kinglouisrocks
@wgarnews
@blakandblack
@lynlinking

Top Mentioned in G10:
@gretathunberg
@pauledawson
@alex_verbeek
@ethoslifestyle
@jjackx14
@georgemonbiot
@mikehudema
@xrebellionuk
@ecocidelaw
@christa26930016

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@belizean_bz
@dichristine
@robinsnewswire
@solutioneer72
@geoffrey_payne
@evankirstel
@baarahk
@dancas2
@drdaveanddee

Top Tweeters in G1:
@geoffrey_payne
@drdaveanddee
@homegypsy
@chrisbrey1
@dgendvil
@b1e56df9ce6549f
@1loriking
@pradopecci
@scheerenberger
@ntsikimazwai

Top Tweeters in G2:
@chuddles11
@minhkular
@kenkircher1
@ruisaldanha
@cipherequality
@ken_crichlow
@daveyk317
@roripierpont1
@ghofmar
@artis_elemental

Top Tweeters in G3:
@oldlady12345
@dichristine
@politicalbee
@sandradunn1955
@bluebirdtrini
@amcneer
@oasismountain
@4everanimalz1
@softgrasswalker
@dragoncat936362

Top Tweeters in G4:
@broomstick33
@joshollegien
@straitarrow10
@protectingterra
@aconvict
@sosanjin
@masterprogram1
@neric16
@tomcatjerry
@elleallever

Top Tweeters in G5:
@robinsnewswire
@evankirstel
@dancas2
@lehimesa
@jilliemary
@mccarrenbill
@normanbuffong
@jjj5819
@morgfair
@cberrl

Top Tweeters in G6:
@solutioneer72
@tyberzannxxxx
@reneevoicebrand
@rhonda_harbison
@hollaka_hollala
@argusc
@ellendatlow
@all435reps
@eternalnikolas
@sundene

Top Tweeters in G7:
@huffpost
@bkaysac
@bostonglobe
@vv4change
@rccmi
@loansundman
@frannyhelen
@lildelain
@reginaw50361
@zapher134

Top Tweeters in G8:
@paco229
@calililiindies
@echiebondgirl6
@samoskal
@infomgmtexec
@adamjohnstonwpg
@claudeforthomme
@fuzzyfinker
@lifelearner47
@cclsvn

Top Tweeters in G9:
@3wombats
@rjstrikers
@wgarnews
@lynlinking
@ladypoop2
@whterbbnadvocat
@deniseshrivell
@fatherbob
@anne_clothier
@blakandblack

Top Tweeters in G10:
@leonijhuis
@glasgowsvoice
@robynness1
@disqualify_gop
@miketregent
@jjackx14
@gifted_gabby
@peterg4nes2019
@integrity_is
@christa26930016