keepitintheground, Twitter, 10/25/2021 2:32:05 AM, 264672


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keepitintheground_2021-10-24_19-05-16.xlsx
keepitintheground_2021-10-24_19-05-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 25, 2021
Short Description:
keepitintheground via NodeXL https://bit.ly/3jvI9QY
@pauledawson
@christibelcourt
@eco1start
@mahyarsorour
@wildearthguard
@potus
@borisjohnson
@andyhinz2
@cop26
@sensimilliea

Top hashtags:
#keepitintheground
#peoplevsfossilfuels
#climateemergency
#climatecrisis

Description:
Description
The graph represents a network of 3,409 Twitter users whose tweets in the requested range contained "keepitintheground", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 02:09 UTC.

The requested start date was Monday, 25 October 2021 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 13-day, 9-hour, 26-minute period from Monday, 11 October 2021 at 00:29 UTC to Sunday, 24 October 2021 at 09:56 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 : 3409
Unique Edges : 1578
Edges With Duplicates : 8242
Total Edges : 9820
Number of Edge Types : 5
Tweet : 453
Retweet : 3743
MentionsInRetweet : 4525
Replies to : 207
Mentions : 892
Self-Loops : 509
Reciprocated Vertex Pair Ratio : 0.00980615735461802
Reciprocated Edge Ratio : 0.0194218608852755
Connected Components : 187
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 3015
Maximum Edges in a Connected Component : 9315
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.132227
Graph Density : 0.000381136924214693
Modularity : 0.400324
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,409 Twitter users whose tweets in the requested range contained "keepitintheground", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 October 2021 at 02:09 UTC.

The requested start date was Monday, 25 October 2021 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 13-day, 9-hour, 26-minute period from Monday, 11 October 2021 at 00:29 UTC to Sunday, 24 October 2021 at 09:56 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 : keepitintheground
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:
[17] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1115
[15] https://peoplevsfossilfuels.org/
[9] https://www.cbsnews.com/news/greenland-ends-oil-exploration-to-combat-climate-change-and-focus-on-sustainable-development/
[9] https://www.getrevue.co/profile/pauledawson/issues/nine-climate-change-cases-you-ve-never-heard-of-640140
[6] https://www.theguardian.com/environment/2021/oct/20/planned-fossil-fuel-output-vastly-exceeds-climate-limits-says-un
[5] https://www.provincie-utrecht.nl/actueel/nieuws/provincie-zet-nieuwe-stap-procedure-tegen-besluit-ministerie-voor-opsporen-olie-en
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=40649ee0-d7e9-11eb-903c-e985f6f835ce&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yNS9ob3ctZWNvY2lkZS1jb3VsZC1iZWNvbWUtYW4taW50ZXJuYXRpb25hbC1jcmltZS1xdWlja3Rha2U=
[4] https://www.reuters.com/business/sustainable-business/jpmorgan-shares-patents-spur-low-carbon-technology-development-2021-10-07/
[4] https://rpujolviven.blogspot.com/2015/03/the-fossil-co2-is-going-out-permafrost.html
[4] https://twitter.com/fossiltreaty/status/1449027923558559746

Top URLs in Tweet in G1:
[9] https://www.cbsnews.com/news/greenland-ends-oil-exploration-to-combat-climate-change-and-focus-on-sustainable-development/
[9] https://www.getrevue.co/profile/pauledawson/issues/nine-climate-change-cases-you-ve-never-heard-of-640140
[4] https://www.theguardian.com/environment/2021/aug/17/exxon-oil-drilling-guyana-disaster-risk
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=40649ee0-d7e9-11eb-903c-e985f6f835ce&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yNS9ob3ctZWNvY2lkZS1jb3VsZC1iZWNvbWUtYW4taW50ZXJuYXRpb25hbC1jcmltZS1xdWlja3Rha2U=
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=27d2a980-0d0f-11eb-896c-d7c259405ee9&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMC0wNS9leHhvbi1jYXJib24tZW1pc3Npb25zLWFuZC1jbGltYXRlLWxlYWtlZC1wbGFucy1yZXZlYWwtcmlzaW5nLWNvMi1vdXRwdXQ=
[4] https://www.getrevue.co/profile/pauledawson/issues/how-can-the-world-stop-using-coal-711842
[4] https://www.theguardian.com/business/2020/dec/17/lloyds-market-to-quit-fossil-fuel-insurance-by-2030
[4] https://www.bbc.co.uk/news/world-us-canada-58208792
[3] https://www.reuters.com/article/uk-norway-oil-idUKKBN29O0O2
[3] https://www.carbonbrief.org/explainer-will-global-warming-stop-as-soon-as-net-zero-emissions-are-reached

Top URLs in Tweet in G2:
[16] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1115
[14] https://peoplevsfossilfuels.org/
[3] https://wildearthguardians.org/brave-new-wild/show-on-home/colorado-public-lands-spared-from-fracking/
[3] https://wildearthguardians.org/press-releases/federal-judge-overturns-sale-of-colorado-public-lands-for-fracking/
[3] https://wildearthguardians.org/press-releases/groups-deliver-millions-of-signatures-calling-for-ending-federal-fossil-fuel-extraction/
[3] https://twitter.com/puebloalliance/status/1445501571198947332
[2] https://wildearthguardians.org/press-releases/objections-target-bidens-oil-leasing-plan-amid-climate-code-red/
[2] https://www.facebook.com/watch/?v=592488158559436&ref=sharing
[2] https://wildearthguardians.org/press-releases/greater-chaco-coalition-concerns-over-10-mile-mineral-withdrawal/
[2] https://www.permianclimatebomb.org/

Top URLs in Tweet in G3:
[1] https://www.theglobeandmail.com/opinion/article-the-bar-for-climate-leadership-is-far-too-low-in-canada/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.cbc.ca/news/canada/montreal/montreal-ai-website-climate-change-yoshua-bengio-1.6214127
[1] https://www.theguardian.com/environment/2021/oct/21/language-used-to-describe-the-climate-becoming-more-urgent-study-finds
[1] https://www.ledevoir.com/politique/quebec/641322/quebec-renonce-definitivement-a-extraire-des-hydrocarbures

Top URLs in Tweet in G4:
[2] https://twitter.com/i/web/status/1449320004743270400
[2] https://twitter.com/stopcambo/status/1448649306815156229
[2] https://priceofoil.org/2021/10/14/the-skys-limit-africa/
[2] https://www.theguardian.com/environment/2021/oct/20/planned-fossil-fuel-output-vastly-exceeds-climate-limits-says-un
[2] https://twitter.com/DontDrillWight/status/1450531323630731269
[2] https://drillordrop.com/2021/10/17/climate-camp-at-proposed-gas-drilling-site-in-surrey/
[1] https://twitter.com/inbusiness4good/status/1451397067566469122
[1] https://www.facebook.com/event_invite/2wswT8zKZ/
[1] https://twitter.com/i/web/status/1448640682931990531
[1] https://twitter.com/eilperin/status/1448991559081336835

Top URLs in Tweet in G5:
[2] https://twitter.com/cjaourpower/status/1450803670854012929
[1] https://www.desmog.com/2021/10/11/indigenous-136-arrested-white-house-fossil-fuel-protest/
[1] https://www.freep.com/story/news/local/michigan/2021/10/19/protesters-enter-enbridge-property-force-shutdown-straits-oil-pipeline/8529928002/

Top URLs in Tweet in G6:
[2] https://twitter.com/mcberkman/status/1448104906296942596
[2] http://www.deccanchronicle.com/nation/current-affairs/290616/rajahmundry-new-canal-top-solar-power-project-in-west-godavari.html
[2] https://twitter.com/klimavoracht/status/1450779299934613504
[1] https://twitter.com/FinancialTimes/status/1446140129077301265
[1] https://twitter.com/GreenpeaceUK/status/1447485200838144004
[1] https://twitter.com/goodpoliticguy/status/1447611055665033223
[1] https://www.washingtonpost.com/weather/2021/10/11/billion-dollar-disasters-2021-climate/
[1] https://twitter.com/IENearth/status/1447909745977970691
[1] https://www.theguardian.com/us-news/2021/oct/11/california-oil-spill-investigation-attorney-general
[1] https://twitter.com/pauledawson/status/1448008068457893890

Top URLs in Tweet in G7:
[4] https://rpujolviven.blogspot.com/2015/03/the-fossil-co2-is-going-out-permafrost.html
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=f7ebc641-0209-11ec-bab0-6246736f574e&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wOC0yMC9sb2NrZWQtaW4tZW1pc3Npb25zLWZyb20tb2lsLXJlZmluZXJpZXMtZW5kYW5nZXItY2xpbWF0ZS1nb2Fscw==
[2] https://www.cbc.ca/news/science/climate-change-health-impacts-lancet-report-2021-1.6217768?__vfz=medium%3Dsharebar
[2] https://twitter.com/nytimes/status/1449150745354412035
[2] https://www.bbc.co.uk/news/science-environment-58494391
[2] https://www.ft.com/content/644e392b-21de-47f3-accd-0e50be703520
[1] https://www.bbc.co.uk/news/science-environment-58971131
[1] https://thetyee.ca/News/2021/10/04/Pipeline-Standoff-Wetsuweten-Block-Effort-Tunnel-Morice-River/?utm_source=twitter&utm_medium=social&utm_content=100521-1&utm_campaign=editorial
[1] https://www.dailykos.com/stories/2021/10/12/2057689/-Perils-in-the-Permafrost-or-How-What-We-Don-t-Know-Could-Kill-Us
[1] https://twitter.com/mollyjongfast/status/1449157243660902400

Top URLs in Tweet in G8:
[2] https://twitter.com/CAgovernor/status/1451218203976167432
[1] https://twitter.com/itsmeinchaco/status/1451591508864471044
[1] https://twitter.com/climate/status/1449845873991733249
[1] https://twitter.com/UK_Coal/status/1451594720879300610?t=YoVtWQkUJtVGISlhuEUFuw&s=19
[1] https://twitter.com/CAgovernor/status/1451294589403348992
[1] https://twitter.com/VoicesCA/status/1451231908659023903
[1] https://twitter.com/CampanaleMark/status/1450865829843771395
[1] https://twitter.com/centerforbiodiv/status/1447607777027756032
[1] https://gizmodo.com/shell-ceo-roasted-at-ted-climate-conference-he-was-fool-1847862767?rev=1634231783651
[1] https://www.theguardian.com/environment/2021/oct/14/congress-hearing-oil-exxon-bp-shell-chevron?utm_term=1f17065e39b2f1738a6bfb7225ba8eda&utm_campaign=GuardianTodayUS&utm_source=esp&utm_medium=Email&CMP=GTUS_email

Top URLs in Tweet in G9:
[4] https://counterpunch.org/
[3] https://www.dailykos.com/stories/2021/7/9/2039081/-California-s-oil-and-gas-regulatory-agency-denies-21-fracking-permits-by-Aera-Energy
[2] https://www.counterpunch.org/2021/07/15/you-cant-drink-oil-wasting-freshwater-for-fracking-and-drilling-in-california/
[2] http://redgreenandblue.org/2021/07/08/cant-drink-oil-1-8-billion-gallons-freshwater-used-fracking-drilling-ca-since-fall-2018/
[2] https://www.dailykos.com/stories/2021/7/7/2038352/-CA-oil-industry-has-used-1-8-billion-gallons-of-freshwater-for-drilling-operations-since-Fall-2018
[2] https://www.dailykos.com/stories/2021/10/20/2059258/-Activists-urge-CALDEM-to-reject-fossil-fuel-and-law-enforcement-money-in-Friday-march-to-Capitol
[1] https://siberiantimes.com/other/others/news/scientists-call-for-urgent-increase-in-monitoring-potentially-explosive-permafrost-heave-mounds/
[1] https://www.dailykos.com/stories/2021/9/22/2053841/-CODE-RED-California-Elected-officials-from-across-state-urge-Newsom-to-declare-Climate-Emergency
[1] https://www.dailykos.com/stories/2021/9/16/2052635/-Los-Angeles-County-Board-of-Supervisors-Approves-Motions-to-Phase-Out-Oil-and-Gas-Drilling
[1] https://www.dailykos.com/stories/2021/8/8/2042744/-California-denies-42-new-fracking-permits-but-approves-1-019-oil-and-gas-permits-in-2021

Top URLs in Tweet in G10:
[5] https://www.provincie-utrecht.nl/actueel/nieuws/provincie-zet-nieuwe-stap-procedure-tegen-besluit-ministerie-voor-opsporen-olie-en
[1] https://twitter.com/NewClimateEcon/status/1451186611794825221
[1] https://www.trouw.nl/a-b74b2da4
[1] https://twitter.com/AravalliBachao/status/1448246464937750530
[1] https://twitter.com/iea/status/1448170385594220546
[1] https://heated.world/p/bidens-silent-climate-betrayal

Top Domains
Top Domains in Tweet in Entire Graph:
[287] twitter.com
[43] theguardian.com
[34] wildearthguardians.org
[17] peoplevsfossilfuels.org
[16] dailykos.com
[14] bloomberg.com
[13] co.uk
[13] getrevue.co
[10] reuters.com
[9] cbsnews.com

Top Domains in Tweet in G1:
[19] theguardian.com
[13] getrevue.co
[9] cbsnews.com
[8] bloomberg.com
[6] twitter.com
[4] co.uk
[3] reuters.com
[3] carbonbrief.org
[3] climatechangenews.com
[3] edie.net

Top Domains in Tweet in G2:
[42] twitter.com
[33] wildearthguardians.org
[15] peoplevsfossilfuels.org
[3] facebook.com
[3] blogspot.com
[2] permianclimatebomb.org
[2] priceofoil.org
[2] washingtonpost.com
[1] huffpost.com
[1] yahoo.com

Top Domains in Tweet in G3:
[1] theglobeandmail.com
[1] cbc.ca
[1] theguardian.com
[1] ledevoir.com

Top Domains in Tweet in G4:
[56] twitter.com
[4] sumofus.org
[3] priceofoil.org
[3] theguardian.com
[3] drillordrop.com
[2] co.uk
[1] facebook.com
[1] aachener-zeitung.de
[1] stand.earth
[1] peoplevsfossilfuels.org

Top Domains in Tweet in G5:
[2] twitter.com
[1] desmog.com
[1] freep.com

Top Domains in Tweet in G6:
[62] twitter.com
[5] theguardian.com
[4] co.uk
[2] apple.news
[2] cbc.ca
[2] nytimes.com
[2] deccanchronicle.com
[1] washingtonpost.com
[1] bloomberg.com
[1] citizensclimatelobby.org

Top Domains in Tweet in G7:
[21] twitter.com
[5] blogspot.com
[4] bloomberg.com
[3] co.uk
[3] theguardian.com
[2] dailykos.com
[2] cbc.ca
[2] biologicaldiversity.org
[2] ft.com
[1] thetyee.ca

Top Domains in Tweet in G8:
[10] twitter.com
[1] gizmodo.com
[1] theguardian.com

Top Domains in Tweet in G9:
[14] dailykos.com
[6] counterpunch.org
[6] twitter.com
[4] redgreenandblue.org
[2] andtheyleftusabrokenplanet.com
[1] siberiantimes.com

Top Domains in Tweet in G10:
[5] provincie-utrecht.nl
[3] twitter.com
[1] trouw.nl
[1] heated.world

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1383] keepitintheground
[329] peoplevsfossilfuels
[185] climateemergency
[164] climatecrisis
[142] stopline3
[139] cop26
[89] climateaction
[70] actonclimate
[61] climatejustice
[60] landback



Top Hashtags in Tweet in G1:
[94] keepitintheground
[31] climateaction
[19] actonclimate
[9] climatecrisis
[5] climate
[5] climatechange
[4] exxonknew
[4] climatejustice
[2] strandedassets
[2] bigoil

Top Hashtags in Tweet in G2:
[292] keepitintheground
[185] peoplevsfossilfuels
[60] stopline3
[50] landback
[43] honorthetreaties
[42] climatecrisis
[39] buildbackfossilfree
[37] nofalsesolutions
[37] climateemergency
[32] manchin

Top Hashtags in Tweet in G3:
[5] keepitintheground
[2] climatecrisis
[2] justtransition
[2] cdnpoli
[1] climatecodered
[1] 1point5tostayalive
[1] cop26
[1] nofalsesolutions
[1] wedonthavetime
[1] quebec

Top Hashtags in Tweet in G4:
[146] keepitintheground
[66] climateemergency
[45] ecocide
[44] actnow
[44] genocide
[44] ogoni9
[28] isleofwight
[27] cop26
[21] oil
[17] dontdrillthewight

Top Hashtags in Tweet in G5:
[121] keepitintheground
[114] peoplevsfossilfuels
[54] stopline3
[22] congress
[6] climatecrisis
[5] climateemergency
[2] climateresistance
[2] indigenouspeoplesday
[2] stopline5
[2] waterprotectors

Top Hashtags in Tweet in G6:
[113] keepitintheground
[16] climateemergency
[15] climatecrisis
[9] climate
[7] cop26
[6] climateaction
[5] climatechange
[4] fossilfuels
[3] cdnpoli
[3] peoplevsfossilfuels

Top Hashtags in Tweet in G7:
[91] keepitintheground
[24] climatecrisis
[21] climateaction
[21] climatechange
[15] climatemindful
[13] climatechangebugsme
[12] gaslink
[11] climateemergency
[9] fossilfuel
[7] climate

Top Hashtags in Tweet in G8:
[38] keepitintheground
[4] reparations
[4] actonclimate
[3] oilandgas
[3] setbacksnow
[3] climate
[3] fossilfuells
[2] peoplevsfossilfuels
[2] electrifyeverything
[2] climateemergency

Top Hashtags in Tweet in G9:
[49] keepitintheground
[30] bigoil
[27] oilmoneyout
[21] lastchancealliance
[14] 2500ftsetbacksnow
[13] arctic
[12] climatecrisis
[11] fuelingtheflames
[5] climatechange
[5] regulatorycapture

Top Hashtags in Tweet in G10:
[13] keepitintheground
[5] woerden
[5] laatwoerdennietzakken
[3] peoplevsfossilfuels
[3] stopline3
[2] climatecrisis
[2] solidarity
[2] climatejustice
[1] papekopveld
[1] energietransitie

Top Words
Top Words in Tweet in Entire Graph:
[1724] pauledawson
[1448] oil
[1383] #keepitintheground
[940] fossil
[590] gas
[563] climate
[507] 000
[500] government
[490] coal
[466] water

Top Words in Tweet in G1:
[1422] pauledawson
[1058] oil
[421] gas
[406] government
[385] exploration
[380] price
[371] extract
[365] greenland
[365] suspended
[365] officials

Top Words in Tweet in G2:
[292] #keepitintheground
[200] wildearthguard
[185] #peoplevsfossilfuels
[150] potus
[142] climate
[133] fossil
[96] land
[94] fuel
[88] public
[88] more

Top Words in Tweet in G3:
[397] fossil
[394] heart
[394] goes
[394] 000
[394] residents
[394] iqaluit
[394] don
[394] drinkable
[394] water
[394] due

Top Words in Tweet in G4:
[146] #keepitintheground
[101] done
[76] oil
[66] #climateemergency
[65] pauledawson
[50] climate
[50] iwight
[46] shell
[45] #ecocide
[44] xrebellionuk

Top Words in Tweet in G5:
[155] mahyarsorour
[121] #keepitintheground
[114] #peoplevsfossilfuels
[80] fossil
[59] more
[58] fuel
[57] good
[54] fight
[54] over
[54] #stopline3

Top Words in Tweet in G6:
[113] #keepitintheground
[18] fossil
[16] #climateemergency
[15] #climatecrisis
[15] fuel
[13] oil
[12] climate
[9] #climate
[8] gas
[7] #cop26

Top Words in Tweet in G7:
[91] #keepitintheground
[42] pauledawson
[42] oil
[31] crime
[24] sen_joemanchin
[24] #climatecrisis
[24] against
[23] coal
[21] #climateaction
[21] #climatechange

Top Words in Tweet in G8:
[38] #keepitintheground
[19] exxonmobil
[11] one
[10] oil
[10] fossil
[9] vapor
[9] recovery
[9] documented
[8] txsharon
[8] stop

Top Words in Tweet in G9:
[49] #keepitintheground
[37] oil
[31] danbacher
[30] #bigoil
[30] stolen
[28] capitol
[27] #oilmoneyout
[26] mounds
[24] fossil
[23] fracking

Top Words in Tweet in G10:
[17] urgenda
[13] #keepitintheground
[13] nlrebellion
[12] gretathunberg
[10] leosonneveld
[10] great
[10] iea
[10] echoes
[10] basically
[10] statements

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[529] oil,gas
[425] oil,extract
[414] gas,exploration
[412] greenland,suspended
[412] suspended,oil
[412] exploration,government
[412] government,officials
[412] officials,believe
[412] believe,price
[412] price,oil

Top Word Pairs in Tweet in G1:
[402] oil,gas
[371] oil,extract
[366] gas,exploration
[365] greenland,suspended
[365] suspended,oil
[365] exploration,government
[365] government,officials
[365] officials,believe
[365] believe,price
[365] price,oil

Top Word Pairs in Tweet in G2:
[94] fossil,fuel
[51] 000,acres
[51] acres,public
[49] 58,000
[49] dirty,fossil
[48] big,win
[48] bureau,land
[48] land,management
[48] management,decision
[48] decision,sell

Top Word Pairs in Tweet in G3:
[394] heart,goes
[394] goes,000
[394] 000,residents
[394] residents,iqaluit
[394] iqaluit,don
[394] don,drinkable
[394] drinkable,water
[394] water,due
[394] due,contamination
[394] contamination,fossil

Top Word Pairs in Tweet in G4:
[44] #climateemergency,#actnow
[44] #actnow,#ecocide
[44] #ecocide,#genocide
[44] #genocide,#ogoni9
[43] never,forget
[43] forget,done
[43] done,shell
[43] shell,done
[43] done,#climateemergency
[41] xrebellionuk,never

Top Word Pairs in Tweet in G5:
[78] #peoplevsfossilfuels,#keepitintheground
[58] fossil,fuel
[54] fight,over
[54] over,#stopline3
[53] #stopline3,#peoplevsfossilfuels
[53] mahyarsorour,fight
[35] honored,sierraclub
[35] sierraclub,solidarity
[35] solidarity,indigenous
[35] indigenous,frontline

Top Word Pairs in Tweet in G6:
[14] fossil,fuel
[5] oil,gas
[5] #keepitintheground,#climatecrisis
[4] #keepitintheground,#climateemergency
[4] #keepitintheground,#cop26
[3] #climatecrisis,#climateaction
[3] #cop26,#keepitintheground
[3] #climatecrisis,#climateemergency
[3] help,kid
[3] kid,laughed

Top Word Pairs in Tweet in G7:
[24] crime,against
[14] fossil,fuel
[12] tell,jjhorgan
[12] jjhorgan,coastal
[12] coastal,#gaslink
[12] #gaslink,crime
[12] against,wet
[12] wet,suwet
[12] suwet,crime
[12] against,humanity

Top Word Pairs in Tweet in G8:
[9] vapor,recovery
[8] recovery,system
[8] system,site
[8] site,routed
[8] routed,flare
[8] flare,documented
[8] documented,malfunctioning
[8] malfunctioning,november
[8] november,2020
[8] 2020,one

Top Word Pairs in Tweet in G9:
[20] fossil,fuel
[17] oil,gas
[17] stolen,futures
[13] #arctic,russia
[13] russia,yamal
[13] yamal,peninsula
[13] peninsula,000
[13] 000,permafrost
[13] permafrost,mounds
[13] mounds,methane

Top Word Pairs in Tweet in G10:
[10] great,iea
[10] iea,echoes
[10] echoes,basically
[10] basically,statements
[10] statements,gretathunberg
[10] gretathunberg,greenpeace
[10] greenpeace,nlrebellion
[10] nlrebellion,urgenda
[10] urgenda,re
[10] re,doing

Top Replied-To
Top Replied-To in Entire Graph:
@upprize
@apienergy
@exxonmobil
@potus
@calgem
@sen_joemanchin
@michaelemann
@joebiden
@repkatieporter
@iamfluid

Top Replied-To in G1:
@pauledawson
@goldcouncil
@marcellusgas

Top Replied-To in G2:
@joebiden
@potus
@iamfluid
@justintrudeau
@climateenvoy
@whitehouse
@cnn
@senatorcardin
@interfaithpower
@rachel__sarah

Top Replied-To in G4:
@borisjohnson
@bbcnewsnight
@shell
@cop26p
@akshatrathi
@michaelemann
@rarohde
@chewma4
@ruthhayhurst
@parents_4future

Top Replied-To in G7:
@apienergy
@sen_joemanchin
@psrpennsylvania
@maxberger
@madaboutpaper
@chevron
@donnashaunesey
@apga
@philruss97
@gretathunberg

Top Replied-To in G8:
@exxonmobil
@scootermagruder
@climate_lens
@dsooleyphoto
@bat_yann
@gabefilippelli
@cagovernor
@maya4ej
@weatherprof
@washingtonpost

Top Replied-To in G9:
@calgem

Top Replied-To in G10:
@urgenda
@bhupeshbaghel
@senwhitehouse
@leodicaprio
@vp

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@christibelcourt
@wildearthguard
@mahyarsorour
@potus
@joebiden
@shell
@iwight
@sen_joemanchin
@cop26

Top Mentioned in G1:
@pauledawson
@jamie_margolin
@michaelemann
@ipcc_ch
@paidtopollute
@borisjohnson
@grannysidney

Top Mentioned in G2:
@wildearthguard
@potus
@joebiden
@pauledawson
@cjaourpower
@mahyarsorour
@climatewest
@shutdown_dc
@sen_joemanchin
@federalreserve

Top Mentioned in G3:
@christibelcourt
@pauledawson
@climate_unit
@globeandmail
@cjaourpower

Top Mentioned in G4:
@pauledawson
@iwight
@shell
@xrebellionuk
@borisjohnson
@cop26
@dontdrillwight
@debbie_tann
@gloriamaustin
@vixl

Top Mentioned in G5:
@mahyarsorour
@sierraclub
@pauledawson
@desmog
@jsdart
@oil_action
@eco1start
@yeampierre
@shutdown_dc
@txsharon

Top Mentioned in G6:
@conejoclimate
@arikring

Top Mentioned in G7:
@pauledawson
@sen_joemanchin
@jjhorgan
@torrancecoste
@harold_steves
@kiraonclimate
@adrianhigson
@fiercedinosaur
@zaffranriver
@rolferd

Top Mentioned in G8:
@exxonmobil
@txsharon
@cop26
@baymarq
@shell
@pauledawson
@gavinnewsom
@shellstationsus
@robmax4
@futurflo

Top Mentioned in G9:
@danbacher
@ecowarriorss
@y_vs_a
@climatevotersca
@abrokenplanet
@calgem
@gavinnewsom
@pauledawson
@thierryaaron
@calstrs

Top Mentioned in G10:
@urgenda
@nlrebellion
@gretathunberg
@leosonneveld
@iea
@greenpeace
@jiltsietsma
@ruudniewold
@duurzaamwoerden
@solarvisuals

Top Tweeters
Top Tweeters in Entire Graph:
@lennaleprena
@loupo85
@geoffrey_payne
@rjber15
@joni_looking
@serendipitysays
@bliadhnaichean
@kenkircher1
@minhkular
@b1e56df9ce6549f

Top Tweeters in G1:
@lennaleprena
@geoffrey_payne
@kenkircher1
@minhkular
@b1e56df9ce6549f
@glasgow_watch
@johnjoechad
@hazelglasgow
@79topper
@blanketcrap

Top Tweeters in G2:
@joni_looking
@geegeebythesea
@allan_crawshaw
@changetocindy
@janiecestaton
@blubdha
@frackhazreveal
@betzmyboyblue11
@redot2005
@protectingterra

Top Tweeters in G3:
@1loriking
@kimpy123
@globeandmail
@trapdinawrpool
@egilstand
@dianneathome
@wavetop
@312shelly3
@debp197
@l82be

Top Tweeters in G4:
@bbcworld
@maelysdervenn
@eco1start
@redmayne_robert
@alexbellars
@alechitchman1
@greenbeltsal
@sensimilliea
@trundlelinb
@lbc

Top Tweeters in G5:
@tigerbeat
@avonan
@jim_b60
@stabbytosavit
@juliesbooks
@mwt2008
@kevskewl
@nokomaq
@donwilliamson3
@voteforchanges

Top Tweeters in G6:
@riverasunauthor
@frogsarelovely
@progressivepush
@metalrabbit13
@birdmischief
@planetkooler
@darielgarner
@bluwndzdancing
@baffavbaffa
@cindian1

Top Tweeters in G7:
@jfsebastian146
@albertarabbit
@kirkmurphy
@saleemulhuq
@luluonti
@pmagn
@beansi50
@alisonbuckley
@tymvirginia
@jesusnarrowway

Top Tweeters in G8:
@darylgibson
@washingtonpost
@robmax4
@chiccomarx
@solarfred
@greenfirehvac
@maryeb2boyle
@maryewarren
@pamamuses
@oldgreyhorror

Top Tweeters in G9:
@loupo85
@digyoursoul
@jane__eden
@earthspeakorg
@kangaroocaught
@ecowarriorss
@cdbrzezinski
@pierparty
@danbacher
@_thinkbot

Top Tweeters in G10:
@veranderwens
@jp_dutch
@ndtvindia
@avonturenbus
@roarquette
@krispijnbeek
@greenpeace
@sardesairajdeep
@marjanminnesma
@peterpolder