keepitintheground, Twitter, 9/28/2020 1:53:07 AM, 236117


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keepitintheground_2020-09-27_18-12-18.xlsx
keepitintheground_2020-09-27_18-12-18.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 28, 2020
Short Description:
keepitintheground via NodeXL https://bit.ly/3cAPrOR
@pauledawson
@doctorvive
@priceofoil
@gavinnewsom
@ourfuturebot
@sunfloweraction
@ecowarriorss
@wildearthguard
@eco1start
@harold_steves

Top hashtags:
#keepitintheground
#actonclimate
#climatecrisis
#climatechange

Description:
Description
The graph represents a network of 2,897 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, 28 September 2020 at 01:15 UTC.

The requested start date was Monday, 28 September 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 12-day, 10-hour, 22-minute period from Monday, 14 September 2020 at 00:35 UTC to Saturday, 26 September 2020 at 10:57 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 : 2897
Unique Edges : 1184
Edges With Duplicates : 7410
Total Edges : 8594
Number of Edge Types : 5
Retweet : 3388
MentionsInRetweet : 4358
Mentions : 429
Replies to : 106
Tweet : 313
Self-Loops : 357
Reciprocated Vertex Pair Ratio : 0.00944600459535359
Reciprocated Edge Ratio : 0.018715225088518
Connected Components : 139
Single-Vertex Connected Components : 63
Maximum Vertices in a Connected Component : 2566
Maximum Edges in a Connected Component : 8075
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.895253
Graph Density : 0.000471291505596378
Modularity : 0.412677
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,897 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, 28 September 2020 at 01:15 UTC.

The requested start date was Monday, 28 September 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 12-day, 10-hour, 22-minute period from Monday, 14 September 2020 at 00:35 UTC to Saturday, 26 September 2020 at 10:57 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:
[28] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1098
[28] http://priceofoil.org/2020/09/23/big-oil-reality-check/
[12] https://www.alternet.org/2020/09/new-analysis-finds-planet-heading-toward-temperature-threshold-not-seen-in-34-million-years/#.X2CDDdDyYO0.twitter
[8] https://liabilityroadmap.org/
[8] https://www.greatfallstribune.com/story/news/2020/09/21/coal-production-montana-saw-21-decline-last-year/5858642002/
[6] https://www.independent.co.uk/environment/solar-power-worlds-cheapest-electricity-production-energy-wind-farms-a7477096.html
[6] https://www.deccanchronicle.com/nation/current-affairs/290616/rajahmundry-new-canal-top-solar-power-project-in-west-godavari.html
[6] https://www.theguardian.com/environment/2019/sep/06/oil-and-gas-companies-undermining-climate-goals-says-report?CMP=share_btn_tw
[5] http://www.kazmabirak.org/
[5] https://www.theguardian.com/us-news/2020/jun/10/new-mexico-fracking-navajo-indian-country?CMP=share_btn_tw

Top URLs in Tweet in G1:
[3] https://www.theguardian.com/environment/2020/jun/03/vladimir-putin-orders-state-of-emergency-huge-fuel-spill-siberia-power-plant-kerch
[3] https://www.theguardian.com/environment/2019/sep/06/oil-and-gas-companies-undermining-climate-goals-says-report?CMP=share_btn_tw
[3] https://www.theguardian.com/us-news/2020/jun/10/new-mexico-fracking-navajo-indian-country?CMP=share_btn_tw
[2] https://www.climatechangenews.com/2020/09/11/asian-multilateral-bank-promises-end-coal-related-financing/
[2] https://www.theguardian.com/environment/2020/aug/21/insurance-giant-suncorp-to-end-coverage-and-finance-for-oil-and-gas-industry?CMP=share_btn_tw
[2] https://www.bbc.co.uk/news/uk-scotland-49565953
[1] https://insideclimatenews.org/news/31082020/candidate-profile-donald-trump-climate-change-election-2020?utm_source=twitter&utm_medium=social
[1] https://www.forbes.com/sites/trevornace/2018/12/11/with-32-trillion-in-assets-investors-demand-immediate-action-on-climate-change/#72357d8e2b48
[1] https://thehill.com/policy/energy-environment/512294-trump-administration-finalizes-plan-to-open-up-alaska-wildlife
[1] https://www.reuters.com/article/us-norway-autos/tesla-boom-lifts-norways-electric-car-sales-to-record-market-share-idUSKCN1RD2BB

Top URLs in Tweet in G2:
[20] http://priceofoil.org/2020/09/23/big-oil-reality-check/
[3] https://www.change.org/p/government-of-uganda-save-bugoma-forest-uganda?recruiter=7818766&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=1ec2cff0-d5bb-012f-0ff8-4040496dcccb
[3] https://twitter.com/Florent_Mimart/status/1306224962475360258
[2] https://www.lesechos.fr/industrie-services/energie-environnement/bp-premiere-major-a-annoncer-le-declin-du-petrole-1242219
[2] https://www.nytimes.com/2020/09/12/climate/methane-natural-gas-flaring.html
[1] http://priceofoil.org/big-oil-reality-check
[1] https://www.npr.org/2020/09/15/913052498/oil-demand-has-collapsed-and-it-wont-come-back-any-time-soon
[1] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1098
[1] https://twitter.com/i/web/status/1308668329331249152
[1] https://twitter.com/i/web/status/1308810130092445699

Top URLs in Tweet in G3:
[6] https://liabilityroadmap.org/
[3] http://priceofoil.org/2020/09/23/big-oil-reality-check/
[2] https://twitter.com/RisingTideNA/status/1307743065927331840
[1] https://twitter.com/judlew/status/1309632545785409536
[1] https://twitter.com/cayouthvsbigoil/status/1307775349866991616
[1] https://act.biologicaldiversity.org/1TSRBODhrU-KMw6WY-udjQ2?utm_source=eeo&utm_medium=email&utm_campaign=eeo1054&utm_term=Climate&contactdata=
[1] https://sacramento.cbslocal.com/2020/09/20/protesters-demand-newsom-act-on-climate-change-racial-justice/
[1] https://twitter.com/Scott_Wiener/status/1309221990595612673
[1] https://twitter.com/scott_wiener/status/1309221990595612673
[1] https://actionnetwork.org/petitions/governor-newsom-stop-fuelingtheflames-of-californias-climate-crisis

Top URLs in Tweet in G4:
[6] https://www.deccanchronicle.com/nation/current-affairs/290616/rajahmundry-new-canal-top-solar-power-project-in-west-godavari.html
[5] https://www.independent.co.uk/environment/solar-power-worlds-cheapest-electricity-production-energy-wind-farms-a7477096.html
[3] https://twitter.com/MaryHeglar/status/1303994928624799746
[3] https://gu.com/p/4938j/stw
[2] https://twitter.com/climatebrad/status/509858376503660545
[2] https://twitter.com/PriceofOil/status/1308625618850914305
[2] https://twitter.com/Ende__Gelaende/status/1309749450575876096
[2] https://liabilityroadmap.org/
[2] https://twitter.com/nowthisnews/status/1305701119155462144
[2] https://www.fool.com/investing/general/2015/06/13/beating-fossil-fuels-costs-continue-to-drop-for-so.aspx

Top URLs in Tweet in G5:
[1] https://twitter.com/RobGMacfarlane/status/1309035104564633603
[1] https://www.change.org/p/government-of-uganda-save-bugoma-forest-uganda?recruiter=7818766&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&utm_term=psf_combo_share_initial&recruited_by_id=1ec2cff0-d5bb-012f-0ff8-4040496dcccb
[1] https://www.nytimes.com/2020/09/22/climate/climate-change-future.html
[1] https://www.linkedin.com/slink?code=dpbsUUZ

Top URLs in Tweet in G6:
[3] https://twitter.com/Harold_Steves/status/1291992014033055744
[3] https://www.cbc.ca/news/technology/california-wildfires-climate-change-1.5659909?__vfz=medium%3Dsharebar
[2] http://priceofoil.org/2020/09/23/big-oil-reality-check/
[1] https://www.cbc.ca/news/canada/north/melted-ice-caps-collapsed-milne-shelf-nunavut-canada-arctic-1.5678802?__vfz=medium%3Dsharebar
[1] https://www.theguardian.com/world/2020/sep/11/oregon-fires-california-washington-deaths-wildfires?CMP=share_btn_tw
[1] https://insideclimatenews.org/news/14092020/climate-change-lawsuit-connecticut-deleware
[1] https://www.npr.org/2020/09/15/913052498/oil-demand-has-collapsed-and-it-wont-come-back-any-time-soon
[1] https://www.motherjones.com/environment/2020/09/american-exceptionalism-is-another-casualty-of-our-climate-disasters/
[1] https://www.theguardian.com/us-news/2020/sep/12/california-oregon-washington-fires-explained-climate-change?CMP=share_btn_tw
[1] https://thenarwhal.ca/wildfire-ocean-acidification-covid-19/

Top URLs in Tweet in G7:
[1] https://www.livescience.com/oldest-climate-record-ever-cenozoic-era.html
[1] https://www.youtube.com/watch?v=OfaxCJEmN7E

[1] https://www.theguardian.com/environment/2020/jul/22/first-active-leak-of-sea-bed-methane-discovered-in-antarctica
[1] https://earthsky.org/earth/northern-hemisphere-2020-hottest-summer-on-record
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02716-4%3Futm_source%3Dtwt_nnc%26utm_medium%3Dsocial%26utm_campaign%3Dnaturenews
[1] https://gu.com/p/4938j/stw
[1] http://www.deccanchronicle.com/nation/current-affairs/290616/rajahmundry-new-canal-top-solar-power-project-in-west-godavari.html
[1] https://www.independent.co.uk/environment/solar-power-worlds-cheapest-electricity-production-energy-wind-farms-a7477096.html

Top URLs in Tweet in G8:
[26] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1098
[8] https://www.greatfallstribune.com/story/news/2020/09/21/coal-production-montana-saw-21-decline-last-year/5858642002/
[4] https://wildearthguardians.org/press-releases/colorado-agency-caves-to-u-s-forest-service-oks-more-bulldozing-of-roadless-forest/
[4] https://www.linkedin.com/slink?code=ghZbvpT
[3] https://www.theguardian.com/environment/2019/sep/06/oil-and-gas-companies-undermining-climate-goals-says-report?CMP=share_btn_tw
[3] https://www.washingtonpost.com/climate-environment/trumps-fossil-fuel-agenda-gets-pushback-from-federal-judges/2020/09/15/0a96b3fc-f76b-11ea-85f7-5941188a98cd_story.html
[2] https://www.theguardian.com/us-news/2020/jun/10/new-mexico-fracking-navajo-indian-country?CMP=share_btn_tw
[2] https://wildearthguardians.org/press-releases/conservation-groups-file-suit-to-block-federal-coal-plan-in-powder-river-basin-of-montana-and-wyoming/
[2] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1083
[1] https://www.theguardian.com/environment/2019/aug/14/fracking-causing-rise-in-methane-emissions-study-finds?CMP=share_btn_tw

Top URLs in Tweet in G9:
[1] https://www.nrc.nl/nieuws/2020/09/14/nederlandse-steun-voor-fossiele-industrie-dit-jaar-45-miljard-a4011957
[1] https://www.bloomberg.com/news/articles/2018-06-19/coal-is-being-squeezed-out-of-power-industry-by-cheap-renewables
[1] https://www.greenpeace.org/international/story/44923/oil-is-leaking-all-over-the-world/
[1] https://act.gp/2GXiuL4

Top URLs in Tweet in G10:
[2] https://www.bbc.com/news/business-54242055
[1] https://www.greenpeace.org/international/story/44923/oil-is-leaking-all-over-the-world/
[1] https://twitter.com/ClimateWest/status/1305280852478263296
[1] https://twitter.com/bethsawin/status/1305269385611948035
[1] https://twitter.com/NPR/status/1304754776064880641
[1] https://twitter.com/EchosEnergie/status/1305467276381093889
[1] https://twitter.com/homesickalien80/status/1305687503110889473
[1] https://www.michaelwest.com.au/gas-gush-the-toadies-of-mainstream-media-trot-out-governments-fossil-fuel-fracking-campaign/
[1] https://www.greentechmedia.com/articles/read/green-hydrogen-explained#.XwQSDsvNYFY.twitter
[1] https://www.abc.net.au/radio/programs/worldtoday/bushfire-smoke-poses-risk-to-pregnancies/12665412

Top Domains
Top Domains in Tweet in Entire Graph:
[147] twitter.com
[37] wildearthguardians.org
[32] theguardian.com
[30] priceofoil.org
[17] co.uk
[12] alternet.org
[8] nytimes.com
[8] liabilityroadmap.org
[8] greatfallstribune.com
[7] deccanchronicle.com

Top Domains in Tweet in G1:
[12] theguardian.com
[3] twitter.com
[2] climatechangenews.com
[2] co.uk
[2] nationalobserver.com
[1] insideclimatenews.org
[1] forbes.com
[1] thehill.com
[1] reuters.com
[1] paper.li

Top Domains in Tweet in G2:
[21] priceofoil.org
[15] twitter.com
[3] change.org
[2] lesechos.fr
[2] nytimes.com
[1] npr.org
[1] wildearthguardians.org
[1] commondreams.org
[1] franceinter.fr
[1] nasa.gov

Top Domains in Tweet in G3:
[12] twitter.com
[6] liabilityroadmap.org
[3] priceofoil.org
[2] dailykos.com
[1] biologicaldiversity.org
[1] cbslocal.com
[1] actionnetwork.org
[1] wildearthguardians.org
[1] lastchancealliance.org

Top Domains in Tweet in G4:
[43] twitter.com
[6] deccanchronicle.com
[5] co.uk
[4] theguardian.com
[3] gu.com
[2] nytimes.com
[2] liabilityroadmap.org
[2] fool.com
[2] zmescience.com
[2] climateemergencyeu.org

Top Domains in Tweet in G5:
[1] twitter.com
[1] change.org
[1] nytimes.com
[1] linkedin.com

Top Domains in Tweet in G6:
[4] cbc.ca
[4] twitter.com
[2] theguardian.com
[2] priceofoil.org
[1] insideclimatenews.org
[1] npr.org
[1] motherjones.com
[1] thenarwhal.ca

Top Domains in Tweet in G7:
[1] livescience.com
[1] youtube.com
[1] theguardian.com
[1] earthsky.org
[1] nature.com
[1] gu.com
[1] deccanchronicle.com
[1] co.uk

Top Domains in Tweet in G8:
[35] wildearthguardians.org
[8] theguardian.com
[8] greatfallstribune.com
[4] twitter.com
[4] linkedin.com
[3] washingtonpost.com
[1] climatechangenews.com
[1] co.uk
[1] solveclimatechange.com

Top Domains in Tweet in G9:
[1] nrc.nl
[1] bloomberg.com
[1] greenpeace.org
[1] act.gp

Top Domains in Tweet in G10:
[32] twitter.com
[2] bbc.com
[2] washingtonpost.com
[1] greenpeace.org
[1] com.au
[1] greentechmedia.com
[1] net.au
[1] ecowatch.com
[1] bloomberg.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1141] keepitintheground
[317] actonclimate
[178] climatecrisis
[138] climatechange
[105] fuelingtheflames
[82] fridaysforfuture
[74] climateemergency
[71] climatestrike
[61] climateaction
[58] climate



Top Hashtags in Tweet in G1:
[239] keepitintheground
[220] actonclimate
[11] climatechange
[4] ecocide
[2] climateemergency
[2] carrowteige
[2] mayo
[2] naturesbest
[2] leavenotrace
[2] waw

Top Hashtags in Tweet in G2:
[202] keepitintheground
[38] pétrole
[21] bigoilreality
[15] climateweeknyc
[15] facetheclimateemergency
[13] bigoil
[11] climateaction
[10] climateresistance
[9] wearewatchingyou
[8] northsearevolution

Top Hashtags in Tweet in G3:
[105] fuelingtheflames
[101] keepitintheground
[38] freethemall
[36] ourlastchance
[33] climatecrisis
[6] covid19
[6] calegislature
[4] actonclimate
[3] climateemergency
[2] bigoilreality

Top Hashtags in Tweet in G4:
[147] keepitintheground
[67] fridaysforfuture
[63] climatestrike
[53] climateemergency
[40] climatecrisis
[36] climate
[28] schoolstrike4climate
[28] actonclimate
[27] climatechange
[24] climateaction

Top Hashtags in Tweet in G5:
[12] keepitintheground
[5] actonclimate
[3] tellthetruth
[2] climatecrisis
[2] plastic
[2] oil
[1] greennewdeal
[1] climatestrike
[1] untilwearedone
[1] fridaysforfuture

Top Hashtags in Tweet in G6:
[60] climatechange
[35] keepitintheground
[14] wildfires
[12] cdnpoli
[11] bcpoli
[8] climateactionnow
[4] climatecrisis
[4] actonclimate
[3] canceltmx
[2] bigoilreality

Top Hashtags in Tweet in G7:
[19] keepitintheground
[7] climate
[5] facetheclimateemergency
[5] unitebehindthescience
[4] actonclimate
[3] solar
[2] california
[2] returnoninvestment
[2] energytransition
[2] energy

Top Hashtags in Tweet in G8:
[47] keepitintheground
[19] actonclimate
[17] climatechange
[13] climateaction
[13] justtransition
[12] wildfires
[11] dyk
[8] fracking
[8] cleanenergy
[8] coal

Top Hashtags in Tweet in G9:
[48] climatecrisis
[24] keepitintheground
[8] exitoil
[8] ice
[2] climatechange
[2] breakfree
[2] actonclimate
[1] klimaatcrisis

Top Hashtags in Tweet in G10:
[69] keepitintheground
[7] climatecrisis
[6] climatechange
[5] fossilfuels
[4] climatejustice
[3] actonclimate
[2] climatechangeisreal
[2] socialjustice
[2] greennewdeal
[2] gnd

Top Words
Top Words in Tweet in Entire Graph:
[1547] pauledawson
[1141] #keepitintheground
[1048] oil
[705] gas
[648] stop
[585] climate
[560] ecocide
[522] major
[466] need
[447] people

Top Words in Tweet in G1:
[1263] pauledawson
[469] gas
[467] oil
[451] ecocide
[302] major
[296] significant
[269] people
[264] business
[263] leaders
[262] needs

Top Words in Tweet in G2:
[202] #keepitintheground
[188] climate
[171] big
[154] oil
[126] stop
[125] need
[111] time
[110] check
[110] half
[110] measures

Top Words in Tweet in G3:
[296] gavinnewsom
[161] sunrisebayarea
[138] cagovernor
[112] action
[107] time's
[105] climate
[105] #fuelingtheflames
[101] #keepitintheground
[96] oil
[91] cayouthvsbigoil

Top Words in Tweet in G4:
[147] #keepitintheground
[67] #fridaysforfuture
[63] #climatestrike
[53] #climateemergency
[43] again
[40] #climatecrisis
[36] global
[36] #climate
[34] time
[31] parents4future

Top Words in Tweet in G5:
[246] again
[244] need
[178] doctorvive
[123] stop
[122] hear
[122] folks
[122] reduce
[122] emissions
[122] truth
[121] emitting

Top Words in Tweet in G6:
[82] harold_steves
[67] time
[65] years
[64] major
[63] 1957
[60] #climatechange
[59] 1st
[59] warnings
[59] scientists
[59] 60

Top Words in Tweet in G7:
[149] methane
[108] ecowarriorss
[73] siberia
[72] antarctica
[71] ocean
[71] floor
[71] already
[71] being
[71] released
[71] first

Top Words in Tweet in G8:
[79] wildearthguard
[66] coal
[49] stop
[47] #keepitintheground
[41] federal
[37] dirty
[30] keep
[29] ground
[29] allies
[28] guardians

Top Words in Tweet in G9:
[96] question
[83] oil
[69] pauledawson
[49] greenpeace
[48] spill
[48] #climatecrisis
[48] companies
[48] continue
[40] half
[32] miljard

Top Words in Tweet in G10:
[69] #keepitintheground
[13] oil
[10] need
[7] #climatecrisis
[6] climate
[6] industry
[6] #climatechange
[5] #fossilfuels
[5] power
[5] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[424] oil,gas
[348] fossil,fuels
[338] ecocide,needs
[338] needs,become
[338] become,international
[338] international,crime
[338] crime,hold
[338] hold,business
[338] business,leaders
[338] leaders,people

Top Word Pairs in Tweet in G1:
[303] oil,gas
[262] ecocide,needs
[262] needs,become
[262] become,international
[262] international,crime
[262] crime,hold
[262] hold,business
[262] business,leaders
[262] leaders,people
[262] people,significant

Top Word Pairs in Tweet in G2:
[118] big,oil
[110] need,#keepitintheground
[110] #keepitintheground,half
[110] half,measures
[110] measures,won
[110] won,stop
[109] time,reality
[109] reality,check
[109] check,big
[109] stop,climate

Top Word Pairs in Tweet in G3:
[86] cagovernor,gavinnewsom
[71] taking,action
[56] stop,#fuelingtheflames
[56] sunrisebayarea,sacsunrise
[56] sacsunrise,cayouthvsbigoil
[55] youth,sunrisebayarea
[55] action,telling
[55] telling,cagovernor
[55] gavinnewsom,time's
[53] cayouthvsbigoil,taking

Top Word Pairs in Tweet in G4:
[31] global,#climatestrike
[24] #fridaysforfuture,#schoolstrike4climate
[24] #climatecrisis,#climateemergency
[23] #climatestrike,again
[23] again,#untilwearedone
[22] #untilwearedone,#fridaysforfuture
[21] #endfossilfuels,#keepitintheground
[17] again,again
[15] #fridaysforfuture,thus
[15] thus,#climatestrike

Top Word Pairs in Tweet in G5:
[123] again,again
[122] again,hear
[122] hear,folks
[122] folks,need
[122] need,reduce
[122] reduce,emissions
[122] emissions,truth
[122] truth,need
[121] doctorvive,again
[121] need,stop

Top Word Pairs in Tweet in G6:
[59] 1st,major
[59] major,warnings
[59] warnings,#climatechange
[59] #climatechange,scientists
[59] scientists,1957
[59] 1957,60
[59] 60,years
[59] years,warned
[59] warned,coming
[58] harold_steves,1st

Top Word Pairs in Tweet in G7:
[71] siberia,antarctica
[71] antarctica,ocean
[71] ocean,floor
[71] floor,methane
[71] methane,already
[71] already,being
[71] being,released
[71] released,first
[71] first,active
[71] active,leak

Top Word Pairs in Tweet in G8:
[28] guardians,allies
[27] coal,ground
[27] allies,urged
[27] urged,federal
[27] federal,court
[27] court,stop
[27] stop,mountain
[27] mountain,coal
[27] coal,company
[27] company,using

Top Word Pairs in Tweet in G9:
[48] question,oil
[48] oil,spill
[48] spill,question
[48] question,#climatecrisis
[48] #climatecrisis,companies
[48] companies,continue
[47] greenpeace,question
[31] eh,pardon
[31] pardon,hoeveel
[31] hoeveel,hoor

Top Word Pairs in Tweet in G10:
[3] fossil,fuel
[2] climate,change
[2] oil,#keepitintheground
[2] fuel,industry
[2] #actonclimate,#keepitintheground
[2] industry,#keepitintheground
[2] #keepitintheground,#climatecrisis
[2] oil,gas
[2] oil,companies
[2] coal,fired

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@ac360
@shell
@pauledawson
@350
@chevron
@albertarabbit
@angustaylormp
@jonathanwnv
@ferchatterjee

Top Replied-To in G1:
@naomioreskes
@alarabiya_eng
@pauledawson

Top Replied-To in G2:
@shell
@drtmloomis

Top Replied-To in G3:
@gavinnewsom
@crpe_ej
@cagovernor

Top Replied-To in G4:
@350
@janboehm
@wdraktuell
@debateenergyde
@c40cities
@climatehuman
@carbonbrief
@mattjcan
@guardianeco
@zalmodegicos

Top Replied-To in G5:
@jkenney
@jeffgoodell

Top Replied-To in G6:
@albertarabbit

Top Replied-To in G7:
@luckytran

Top Replied-To in G9:
@peter_simone

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@gavinnewsom
@doctorvive
@sunrisebayarea
@cagovernor
@ecowarriorss
@priceofoil
@wildearthguard
@harold_steves
@cayouthvsbigoil

Top Mentioned in G1:
@pauledawson
@michaelemann
@gerhard_dmu
@jamie_margolin
@thisiszerohour
@alancrook12
@baicairc1001
@ivykriss

Top Mentioned in G2:
@priceofoil
@total
@greenpeacefr
@campanalemark
@nikkireisch
@350
@shell
@commondreams
@luisbaram
@swedishpm

Top Mentioned in G3:
@gavinnewsom
@sunrisebayarea
@cagovernor
@cayouthvsbigoil
@sacsunrise
@amberakemipiatt
@rtbayarea
@benjamingoloff
@jose_bernal415

Top Mentioned in G4:
@parents4future
@usaparents
@pauledawson
@arikring
@unc
@andytuit
@polizei_nrw_ac
@magnuscarlbring
@ruthptn
@dawnroseturner

Top Mentioned in G5:
@doctorvive
@pauledawson
@andytuit
@ifyouneedmeblog
@fietsenisleuk
@colinaitchison
@priceofoil
@carmiorenstein
@ilonamotto
@patagorda

Top Mentioned in G6:
@harold_steves
@torrancecoste
@pauledawson
@albertarabbit
@drnoelhealy
@rbaschak
@doctorvive
@theenergymix
@theslimdude

Top Mentioned in G7:
@ecowarriorss
@pauledawson
@climatemessages
@doctorvive
@arikring
@ktreethomas
@sciencenotdogma
@amazingchevvolt
@luckytran
@350

Top Mentioned in G8:
@wildearthguard
@johnhorning_
@pauledawson
@climatewest
@govmlg
@blmnational
@peach_40599
@publiccarbon
@climateecho

Top Mentioned in G9:
@pauledawson
@greenpeace
@xrutrecht
@350
@exitoilexitoel
@peter_simone
@doctorvive

Top Tweeters
Top Tweeters in Entire Graph:
@geoffrey_payne
@rjber15
@_redfrog
@bliadhnaichean
@derekjohnbryant
@honeymoongondol
@chuddles11
@homegypsy
@kenkircher1
@sudeepkhatri

Top Tweeters in G1:
@geoffrey_payne
@derekjohnbryant
@chuddles11
@kenkircher1
@sudeepkhatri
@russelltim151
@johnjoechad
@angelakorras
@ruisaldanha
@ken_crichlow

Top Tweeters in G2:
@_redfrog
@seekingalpha
@mjgarciakcmo
@laura78703
@leoluminary
@hollaka_hollala
@dominoisf
@sacarlin48
@greubelinux
@carlosfgarciag

Top Tweeters in G3:
@keelingcurve_9
@gamefish42
@kehaulyons
@grayhairjoe
@acostaislegend
@kayg23451
@danbacher
@voteforchanges
@sackmanbobbie
@angeloisandoval

Top Tweeters in G4:
@chriskirouac
@cberrl
@bluedillygal
@marcvegan
@aurora_umezawa
@dawnroseturner
@johnnydee62
@kirillklip
@shicooks
@wipapa5

Top Tweeters in G5:
@mrc_slc
@ndngenuity
@myzlilith
@heather63262308
@noahsarkcrew
@colinth7
@otfrom
@raffi_rc
@co2ppm
@meddeviceeng

Top Tweeters in G6:
@pqpolitics
@albertarabbit
@allan_crawshaw
@blubdha
@barbiewithatude
@kirkmurphy
@canrugger
@pennyvane10
@duncanmacmartin
@bloodtribeelect

Top Tweeters in G7:
@amazingchevvolt
@gezgintrk
@jorichardskent
@cindyceemerson
@saleemulhuq
@avigalluna
@sebwrites
@wairarapajane
@mondeeredman
@dianaltu

Top Tweeters in G8:
@rjber15
@honeymoongondol
@homegypsy
@betzmyboyblue11
@roknrob121
@thepowerofmeow
@watchdogsniffer
@wmn4srvl
@lindadoherty4
@psychwriter1515

Top Tweeters in G9:
@christinejameis
@hanslak
@elleallever
@the_plugseeker
@schipholwatch
@edkloosterhuis
@she3rav
@exitoilexitoel
@masterslars
@greenstorm2030

Top Tweeters in G10:
@petchary
@trevorw1953
@almostinfamous
@darielgarner
@ivote4usa
@dsandravyas
@crimsongash
@laurakmm
@infomgmtexec
@garden__honey


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