keepitintheground, Twitter, 4/6/2020 4:49:55 AM, 224465


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keepitintheground_2020-04-05_19-14-50.xlsx
keepitintheground_2020-04-05_19-14-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 06, 2020
Short Description:
keepitintheground via NodeXL https://bit.ly/2wkvXxi
@pauledawson
@shell
@adanionline
@ourfuturebot
@fff_digital
@arikring
@elaineedo
@extinctionr
@markruffalo
@pollutersout

Top hashtags:
#keepitintheground
#climatestrikeonline
#pollutersout
#digitalstrike
#stopadani

Description:
Description
The graph represents a network of 2,986 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, 06 April 2020 at 02:15 UTC.

The requested start date was Monday, 06 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 14-hour, 28-minute period from Thursday, 26 March 2020 at 20:11 UTC to Sunday, 05 April 2020 at 10:39 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 : 2986
Unique Edges : 5170
Edges With Duplicates : 3117
Total Edges : 8287
Number of Edge Types : 4
Mentions : 956
MentionsInRetweet : 6798
Replies to : 219
Tweet : 314
Self-Loops : 314
Reciprocated Vertex Pair Ratio : 0.0151358789129687
Reciprocated Edge Ratio : 0.0298203998644527
Connected Components : 148
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 2682
Maximum Edges in a Connected Component : 7988
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.597283
Graph Density : 0.000662163238608762
Modularity : 0.482149
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 2,986 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, 06 April 2020 at 02:15 UTC.

The requested start date was Monday, 06 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 9-day, 14-hour, 28-minute period from Thursday, 26 March 2020 at 20:11 UTC to Sunday, 05 April 2020 at 10:39 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:
[23] https://www.bloomberg.com/tosv2.html?vid=&uuid=57895c40-7017-11ea-9b8d-3f7c9f2b433e&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yNi90aGUtd29ybGQtaXMtb24tdGhlLWJyaW5rLW9mLXJ1bm5pbmctb3V0LW9mLXBsYWNlcy10by1wdXQtb2ls
[10] https://www.nytimes.com/2020/03/26/business/energy-environment/oil-storage.html
[7] https://engage.us.greenpeace.org/onlineactions/T0FtqzjfRUmW77PhApqEXg2?utm_source=website&utm_medium=hero&sourceid=1007529&_ga=2.24325818.1863509439.1584920025-1679375713.1528315943
[7] https://www.carbonbrief.org/coal-mines-emit-more-methane-than-oil-and-gas-sector-study-finds
[6] https://fortune.com/2020/03/27/coronavirus-gas-prices-oil-industry-storage-crude-production/
[5] https://www.commondreams.org/news/2020/04/02/pandemic-paralyzes-global-economy-world-awash-seas-oil-nowhere-left-store-it
[5] https://twitter.com/fff_digital/status/1242952179973083138
[5] https://twitter.com/ClarkWDerry/status/1243571196769124352
[4] https://www.ecowatch.com/crude-oil-storage-facilities-2645609285.html
[4] https://twitter.com/PatsyIP4/status/1243377517064409091

Top URLs in Tweet in G1:
[2] https://climatecrocks.com/2020/04/03/the-weekend-wonk-what-exxon-knew-in-cartoons/
[1] https://www.theguardian.com/environment/2019/aug/14/fracking-causing-rise-in-methane-emissions-study-finds?CMP=share_btn_tw
[1] https://www.independent.co.uk/environment/scotland-wind-power-on-shore-renewable-energy-climate-change-uk-a9013066.html
[1] https://www.forbes.com/sites/niallmccarthy/2019/03/25/oil-and-gas-giants-spend-millions-lobbying-to-block-climate-change-policies-infographic/#51bf63737c4f
[1] https://twitter.com/carbonbubble/status/1246719728648957952
[1] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2020/04/02/decline-fossil-fuel-emissions-due-coronavirus-lockdowns-no-substitute-climate-action%3Futm_campaign%3Dshareaholic%26utm_medium%3Dreferral%26utm_source%3Dtwitter&r=1
[1] https://twitter.com/greenpeaceusa/status/1246101855781957633
[1] https://twitter.com/ClimateHuman/status/1245099125089034240
[1] https://twitter.com/PaulEDawson/status/1243371916238487553
[1] https://twitter.com/NaomiAKlein/status/1243325414933696513

Top URLs in Tweet in G2:
[5] https://www.carbonbrief.org/coal-mines-emit-more-methane-than-oil-and-gas-sector-study-finds
[3] https://twitter.com/SaribuhayUPD/status/1243525945723457542
[3] https://twitter.com/fff_digital/status/1242952179973083138
[2] https://www.theguardian.com/environment/2020/apr/01/government-set-to-make-decision-on-uks-largest-coalmine
[2] https://twitter.com/e_thunter/status/1243483208722927617
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=57895c40-7017-11ea-9b8d-3f7c9f2b433e&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yNi90aGUtd29ybGQtaXMtb24tdGhlLWJyaW5rLW9mLXJ1bm5pbmctb3V0LW9mLXBsYWNlcy10by1wdXQtb2ls
[1] https://www.ecowatch.com/crude-oil-storage-facilities-2645609285.html
[1] https://www.theguardian.com/commentisfree/2020/apr/05/climate-crisis-villains-oil-industry-big-banks-pipelines?CMP=share_btn_tw
[1] https://www.cnbc.com/2020/03/25/big-oil-may-have-to-break-dividend-taboo-as-debt-spirals-investors-say.html
[1] https://www.theguardian.com/environment/2020/apr/01/the-fossil-fuel-industry-is-broken-will-a-cleaner-climate-be-the-result?CMP=Share_AndroidApp_Tweet

Top URLs in Tweet in G3:
[3] https://twitter.com/AkteKeyenberg/status/1243844027159416834
[3] https://twitter.com/earthdayswitch/status/1242530669479317507
[3] https://twitter.com/fff_digital/status/1243335703427272707
[3] https://twitter.com/PatsyIP4/status/1243377517064409091
[2] https://twitter.com/stopadani/status/1245492366753943552
[2] https://twitter.com/fff_digital/status/1242952179973083138
[1] http://www.savedruridge.co.uk/
[1] https://twitter.com/the_ecologist/status/1245798179150446593
[1] https://redd-monitor.org/2019/12/12/indonesias-katingan-redd-project-sells-carbon-credits-to-shell-but-that-doesnt-mean-the-forest-is-protected-its-threatened-by-land-conflicts-fires-and-a-palm-oil-plantation/
[1] https://twitter.com/CologneXr/status/1207574508372189184

Top URLs in Tweet in G4:
[1] https://youtu.be/zYtmBG0azF4

Top URLs in Tweet in G5:
[1] https://www.edo.org.au/our-cases/
[1] https://www.nationalgeographic.com/magazine/2020/04/climate-change-alters-beloved-landscapes-we-experience-solastalgia-feature/
[1] https://www.theguardian.com/environment/2020/mar/31/fears-for-water-quality-after-nsw-allows-coalmining-extension-under-sydneys-worona-reservoir

Top URLs in Tweet in G6:
[3] https://earthjustice.org/news/press/2020/standing-rock-sioux-tribe-prevails-as-federal-judge-strikes-down-dapl-permits
[1] https://www.itv.com/news/2020-03-12/call-to-cancel-new-coal-plants-worldwide-as-renewables-out-compete-on-cost/
[1] https://www.sunflower-alliance.org/the-army-corps-of-engineers-oily-sf-to-stockton-dredging-plan/
[1] https://engage.us.greenpeace.org/onlineactions/T0FtqzjfRUmW77PhApqEXg2?utm_source=website&utm_medium=hero&sourceid=1007529&_ga=2.24325818.1863509439.1584920025-1679375713.1528315943
[1] http://OilPrice.com
[1] https://oilprice.com/Energy/Energy-General/The-First-Victims-Of-The-Oil-Price-War.html

Top URLs in Tweet in G7:
[4] https://www.commondreams.org/news/2020/04/02/pandemic-paralyzes-global-economy-world-awash-seas-oil-nowhere-left-store-it
[2] https://www.theguardian.com/environment/2020/apr/01/the-fossil-fuel-industry-is-broken-will-a-cleaner-climate-be-the-result
[2] http://www.lakotalaw.org/our-actions/congress-kxl
[1] https://twitter.com/Tzeporah/status/1243335984965505024
[1] https://www.carbonbrief.org/fossil-fuel-use-not-closely-linked-to-longer-life-expectancy-study-suggests?utm_content=buffer4857a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.instagram.com/p/B-PmUVvnRi5/?igshid=1qoaswu4ld2ut
[1] https://www.nytimes.com/2020/03/26/climate/epa-coronavirus-pollution-rules.html
[1] https://act.sierraclub.org/actions/Virginia?actionId=AR0256306&id=70131000001Lp1FAAS&utm_campaign=addthis&utm_source=twitter&utm_medium=recruit#.Xn5yQvh76SA.twitter
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8116c600-70e0-11ea-87d6-011682a4a7c1&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yNy9vaWwtZHJpbGxlcnMtc2xhc2gtdS1zLWFjdGl2aXR5LWJ5LWJpZ2dlc3QtbWFyZ2luLWluLWZvdXIteWVhcnM=
[1] https://twitter.com/duncan/status/1243948768921366529

Top URLs in Tweet in G8:
[2] https://twitter.com/seelyan/status/1243517459606327296
[1] https://insideclimatenews.org/news/25032020/dakota-access-pipeline-under-review-federal-court?utm_campaign=Hot%20News&utm_source=hs_email&utm_medium=email&utm_content=85298678&_hsenc=p2ANqtz-9dzCoPzg-8V23wT09nPCBTRBaOyvtn0EDgkUwuZwt58YJHjbyU-MQ7yUhaTE8OG2kXWyr4mv8-RlySHdddxUka2jamyg&_hsmi=85298678
[1] https://www.theguardian.com/environment/2020/apr/01/the-fossil-fuel-industry-is-broken-will-a-cleaner-climate-be-the-result?CMP=Share_AndroidApp_Tweet
[1] https://www.reuters.com/article/us-equinor-lobbying/equinor-to-quit-u-s-lobby-group-over-climate-policy-idUSKBN21E2KU
[1] https://www.cnbc.com/2020/03/25/big-oil-may-have-to-break-dividend-taboo-as-debt-spirals-investors-say.html
[1] https://energyinnovationact.org/
[1] https://climate.nasa.gov/evidence/
[1] http://climate.nasa.gov/evidence/
[1] https://www.forbes.com/sites/jeetendrsehdev/2020/03/31/coronavirus-or-climate-change-greta-thunberg-and-the-woke-generation-teach-us-important-lessons-in-leadership/
[1] https://actionnetwork.org/petitions/sign-the-petition-to-protect-indigenous-sovereignty-demand-fossil-fuel-profiteers-jpmorgan-chase-and-kohlberg-kravis-roberts-co-divest-from-coastal-gaslink-pipeline?source=20200303_WetsuwetenSolidarity_STAND&referrer=group-standearth

Top URLs in Tweet in G9:
[1] https://thenarwhal.ca/heres-what-you-need-to-know-about-the-vista-mine-albertas-thermal-coal-project-that-sidestepped-a-federal-review/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=35011ca0-6d09-11ea-9c8d-2fade63ad4fd&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yMy9jb2FsLWlzLXdvcmxkLXMtbW9zdC1leHBlbnNpdmUtZnVlbC1hZnRlci1vaWwtcy1icnV0YWwtY29sbGFwc2U=
[1] https://nymag.com/intelligencer/2020/03/shell-climate-change.html
[1] https://weather.com/en-CA/international/videos/video/arctic-sea-ice-hits-2nd-lowest-on-record
[1] https://www.cbc.ca/news/canada/calgary/tc-energy-keystone-xl-pipeline-1.5515850
[1] http://OilPrice.com
[1] https://oilprice.com/Energy/Oil-Prices/5-Crude-Could-Put-Canadas-Oil-Sands-Out-Of-Business.html?utm_source=tw&utm_medium=tw_repost
[1] https://www.carbonbrief.org/coal-mines-emit-more-methane-than-oil-and-gas-sector-study-finds
[1] https://coyotegulch.blog/2020/04/02/colorado-ag-says-state-will-challenge-epas-fuel-efficiency-rule-change-the-grand-junction-daily-sentinel-actonclimate-keepitintheground/
[1] https://www.washingtonpost.com/weather/2020/03/31/gulf-of-mexico-warm-tornadoes-hurricanes/?tid=ss_tw

Top URLs in Tweet in G10:
[21] https://www.bloomberg.com/tosv2.html?vid=&uuid=57895c40-7017-11ea-9b8d-3f7c9f2b433e&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yNi90aGUtd29ybGQtaXMtb24tdGhlLWJyaW5rLW9mLXJ1bm5pbmctb3V0LW9mLXBsYWNlcy10by1wdXQtb2ls
[1] https://twitter.com/BethanyinCBR/status/1245248741893746688
[1] https://twitter.com/CO2_earth/status/1245392101644341248
[1] http://www.wealdactiongroup.org.uk

Top Domains
Top Domains in Tweet in Entire Graph:
[165] twitter.com
[28] bloomberg.com
[27] theguardian.com
[11] nytimes.com
[8] carbonbrief.org
[7] greenpeace.org
[7] fortune.com
[6] commondreams.org
[5] co.uk
[5] oilprice.com

Top Domains in Tweet in G1:
[6] twitter.com
[2] climatecrocks.com
[1] theguardian.com
[1] co.uk
[1] forbes.com
[1] shareaholic.com

Top Domains in Tweet in G2:
[48] twitter.com
[11] theguardian.com
[5] carbonbrief.org
[2] bloomberg.com
[1] ecowatch.com
[1] cnbc.com
[1] co.uk
[1] google.com
[1] vicnews.com

Top Domains in Tweet in G3:
[28] twitter.com
[1] co.uk
[1] redd-monitor.org
[1] nos.nl
[1] com.au

Top Domains in Tweet in G4:
[1] youtu.be

Top Domains in Tweet in G5:
[1] org.au
[1] nationalgeographic.com
[1] theguardian.com

Top Domains in Tweet in G6:
[3] earthjustice.org
[2] oilprice.com
[1] itv.com
[1] sunflower-alliance.org
[1] greenpeace.org

Top Domains in Tweet in G7:
[29] twitter.com
[5] theguardian.com
[4] commondreams.org
[3] lakotalaw.org
[3] cnn.com
[2] nytimes.com
[1] carbonbrief.org
[1] instagram.com
[1] sierraclub.org
[1] bloomberg.com

Top Domains in Tweet in G8:
[2] nasa.gov
[2] twitter.com
[1] insideclimatenews.org
[1] theguardian.com
[1] reuters.com
[1] cnbc.com
[1] energyinnovationact.org
[1] forbes.com
[1] actionnetwork.org

Top Domains in Tweet in G9:
[2] oilprice.com
[1] thenarwhal.ca
[1] bloomberg.com
[1] nymag.com
[1] weather.com
[1] cbc.ca
[1] carbonbrief.org
[1] coyotegulch.blog
[1] washingtonpost.com
[1] nytimes.com

Top Domains in Tweet in G10:
[21] bloomberg.com
[2] twitter.com
[1] org.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1715] keepitintheground
[489] climatestrikeonline
[425] pollutersout
[265] digitalstrike
[158] stopadani
[119] savecongorainforest
[118] climatecrisis
[118] fridaysforfuture
[114] savecongoforest_flora_fauna
[93] actonclimate



Top Hashtags in Tweet in G1:
[205] keepitintheground
[59] actonclimate
[16] climatechange
[13] climatecrisis
[10] climateemergency
[10] scicomm
[7] strandedassets
[4] timeforaction
[4] ecocide
[3] divest

Top Hashtags in Tweet in G2:
[744] keepitintheground
[291] climatestrikeonline
[280] pollutersout
[181] digitalstrike
[108] savecongorainforest
[104] savecongoforest_flora_fauna
[87] stopadani
[77] fridaysforfuture
[63] digitalstrikeph
[40] listenlearnact

Top Hashtags in Tweet in G3:
[242] keepitintheground
[152] climatestrikeonline
[125] pollutersout
[68] stopadani
[61] digitalstrike
[21] mantenloenlatierra
[11] digitastrike
[7] fridaysforfuture
[6] actnow
[6] savecongorainforest

Top Hashtags in Tweet in G4:
[4] keepitintheground
[2] greennewdeal
[2] nybudget
[1] climatechange
[1] climate
[1] renewable
[1] energy
[1] covid_19
[1] environment

Top Hashtags in Tweet in G5:
[6] keepitintheground
[1] savecongoforest_flora_fauna
[1] savecongorainforest
[1] covid19
[1] climateaction

Top Hashtags in Tweet in G6:
[14] keepitintheground
[2] indigenousrights
[2] actnow
[1] stopadani
[1] pollutersout
[1] fossilfuels
[1] extinctionrebellion
[1] listentotheexperts
[1] nodapl

Top Hashtags in Tweet in G7:
[80] keepitintheground
[7] fossilfuels
[5] digitalstrike
[5] covid19
[5] climatecrisis
[4] climatestrikeonline
[4] pollutersout
[4] nokxl
[4] keystonexl
[4] divest

Top Hashtags in Tweet in G8:
[25] keepitintheground
[13] fridaysforfuture
[9] climatecrisis
[5] stopthemoneypipeline
[5] climatestrikeonline
[5] americantobaccotrail
[4] poenvoorgroen
[4] climatejustice
[3] climateemergency
[3] fossilfuel

Top Hashtags in Tweet in G9:
[24] keepitintheground
[15] climate
[12] digitalstrike
[8] bonn
[7] actonclimate
[6] climatestrikeonline
[6] beatcovid19
[5] netzstreikfuersklima
[5] go100re
[3] climateemergency

Top Hashtags in Tweet in G10:
[31] keepitintheground
[6] pollutersout
[3] hasdeo
[2] climatecriminals
[2] stopadani
[1] dirtymoney
[1] greennewdeal
[1] canceleverythingnow
[1] actonclimate
[1] climateemergency

Top Words
Top Words in Tweet in Entire Graph:
[2232] Words in Sentiment List#1: Positive
[3167] Words in Sentiment List#2: Negative
[109] Words in Sentiment List#3: Angry/Violent
[104337] Non-categorized Words
[109736] Total Words
[1752] #keepitintheground
[1589] pauledawson
[1151] shell
[1111] climate
[802] adanionline

Top Words in Tweet in G1:
[1349] pauledawson
[576] international
[559] climate
[491] people
[483] become
[479] significant
[477] ecocide
[477] needs
[477] crime
[477] hold

Top Words in Tweet in G2:
[774] #keepitintheground
[654] shell
[433] adanionline
[424] pollutersout
[411] fff_digital
[359] oil
[357] climate
[291] #climatestrikeonline
[282] #pollutersout
[256] world

Top Words in Tweet in G3:
[458] shell
[349] adanionline
[246] #keepitintheground
[183] coal
[171] fossil
[152] #climatestrikeonline
[152] fuels
[145] more
[144] extraction
[142] ground

Top Words in Tweet in G4:
[93] thanks
[93] onondaganation
[93] native
[93] peoples
[93] led
[93] way
[93] grassroots
[93] organizations
[93] activists
[92] markruffalo

Top Words in Tweet in G5:
[106] elaineedo
[94] grieving
[86] water
[47] œitâ
[47] itâ
[47] hunter
[47] valley
[46] residâ
[43] quality
[43] perspective

Top Words in Tweet in G6:
[85] federal
[83] standing
[83] rock
[81] good
[79] sioux
[78] news
[78] difficult
[78] times
[78] court
[78] granted

Top Words in Tweet in G7:
[80] #keepitintheground
[15] oil
[9] fossil
[7] time
[7] #fossilfuels
[6] climate
[6] down
[6] pipeline
[6] put
[5] #digitalstrike

Top Words in Tweet in G8:
[51] back
[48] week
[48] against
[46] look
[46] win
[46] victory
[46] standing
[46] rock
[46] sioux
[46] tribe

Top Words in Tweet in G9:
[31] coal
[30] energy
[29] ecowarriorss
[24] #keepitintheground
[20] #climate
[16] world
[15] start
[15] time
[14] investing
[14] ice

Top Words in Tweet in G10:
[31] #keepitintheground
[21] mh
[21] wonder
[21] wait
[21] leaving
[21] ground
[20] s_pastorelli
[8] thursday
[8] local
[8] residents

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[556] ecocide,needs
[556] needs,become
[556] become,international
[556] international,crime
[556] crime,hold
[556] hold,business
[556] business,leaders
[556] leaders,people
[556] people,significant
[556] significant,public

Top Word Pairs in Tweet in G1:
[477] ecocide,needs
[477] needs,become
[477] become,international
[477] international,crime
[477] crime,hold
[477] hold,business
[477] business,leaders
[477] leaders,people
[477] people,significant
[477] significant,public

Top Word Pairs in Tweet in G2:
[195] niger,delta
[194] shell,adanionline
[174] climate,crisis
[132] #keepitintheground,#pollutersout
[128] shell,responsible
[128] world,including
[128] including,niger
[110] pollutersout,fff_digital
[107] fff_digital,pollutersout
[105] responsible,fueling

Top Word Pairs in Tweet in G3:
[230] shell,adanionline
[152] fossil,fuels
[135] keep,fossil
[135] fuels,ground
[134] #climatestrikeonline,shell
[134] adanionline,keep
[134] ground,end
[134] end,coal
[134] coal,extraction
[134] extraction,projects

Top Word Pairs in Tweet in G4:
[93] thanks,onondaganation
[93] onondaganation,native
[93] native,peoples
[93] peoples,led
[93] led,way
[93] way,grassroots
[93] grassroots,organizations
[93] organizations,activists
[91] markruffalo,thanks
[91] activists,dedicat

Top Word Pairs in Tweet in G5:
[47] œitâ,grieving
[47] grieving,itâ
[47] itâ,grieving
[47] grieving,hunter
[47] hunter,valley
[46] elaineedo,œitâ
[46] valley,residâ
[43] water,quality
[43] quality,perspective
[43] think,mining

Top Word Pairs in Tweet in G6:
[83] standing,rock
[79] rock,sioux
[78] good,news
[78] difficult,times
[78] federal,court
[78] granted,request
[78] request,standing
[76] extinctionr,good
[67] news,week
[67] week,during

Top Word Pairs in Tweet in G7:
[5] fossil,fuel
[4] #digitalstrike,#keepitintheground
[4] shut,down
[4] keystone,xl
[4] xl,pipeline
[3] #fossilfuels,#keepitintheground
[3] #nopipelines,#keepitintheground
[3] fossil,fuels
[3] tell,congress
[3] congress,shut

Top Word Pairs in Tweet in G8:
[46] look,back
[46] back,win
[46] win,week
[46] week,victory
[46] victory,standing
[46] standing,rock
[46] rock,sioux
[46] sioux,tribe
[46] tribe,against
[46] against,dakota

Top Word Pairs in Tweet in G9:
[12] time,dump
[12] dump,coal
[12] coal,forever
[12] forever,coal
[12] coal,dirtiest
[12] dirtiest,usually
[12] usually,cheapest
[12] cheapest,option
[12] option,energy
[12] energy,world

Top Word Pairs in Tweet in G10:
[21] mh,wonder
[21] wonder,wait
[21] wait,leaving
[21] leaving,ground
[21] ground,#keepitintheground
[20] s_pastorelli,mh
[8] thursday,local
[8] local,residents
[8] residents,campaigners
[8] campaigners,england

Top Replied-To
Top Replied-To in Entire Graph:
@shell
@adanionline
@pollutersout
@jkenney
@redmayne_robert
@thomtillis
@daveredstone
@patsyip4
@_carbontiptoes
@itsarigrace

Top Replied-To in G2:
@adanionline
@shell
@pollutersout
@patsyip4
@daveredstone
@itsarigrace
@_carbontiptoes
@redmayne_robert
@maria82351855
@npr

Top Replied-To in G3:
@shell
@adanionline
@pollutersout
@futureperu

Top Replied-To in G4:
@arikring

Top Replied-To in G8:
@thomtillis
@repdanbishop
@teamrubicon

Top Replied-To in G10:
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@shell
@adanionline
@fff_digital
@pollutersout
@maria82351855
@saleemulhuq
@elaineedo
@sadrachnirere

Top Mentioned in G1:
@pauledawson
@saleemulhuq
@envdefensefund
@icccad
@fff_digital
@shell
@dr_jim1
@jamie_margolin
@thisiszerohour
@pollutersout

Top Mentioned in G2:
@shell
@adanionline
@fff_digital
@pollutersout
@pauledawson
@patsyip4
@e_thunter
@ilana_tzipporah
@_carbontiptoes
@fffdigital

Top Mentioned in G3:
@shell
@adanionline
@maria82351855
@pollutersout
@fff_digital
@sadrachnirere
@biofuelwatch
@pauledawson
@colognexr

Top Mentioned in G4:
@onondaganation
@markruffalo
@pauledawson
@binkygreen
@profraywills
@btzmedina
@thenergynet
@insunwetrust
@energycoin
@amazingchevvolt

Top Mentioned in G5:
@elaineedo
@pauledawson
@edolawyers
@strikeclimate
@shell
@adanionline
@extinctionr
@350
@owlblk
@saleemulhuq

Top Mentioned in G6:
@extinctionr
@pauledawson
@donahuejm
@adanionline
@pollutersout
@shell
@patsyip4
@colognexr
@fff_digital
@a

Top Mentioned in G8:
@350
@pauledawson
@shell
@fff_digital
@usaparents
@adanionline
@liloandscience
@gael_romero15
@pollutersout
@teamrubicon_4

Top Mentioned in G9:
@ecowarriorss
@pauledawson
@spruefer
@parents4future
@dominikbarbato
@shell
@gabstrikesagain
@nasaclimate
@epa
@allan_crawshaw

Top Mentioned in G10:
@s_pastorelli
@wealdactiongr
@fff_digital
@pauledawson
@parents4futureg
@gretathunberg
@adityamukarji
@dhruv_rathee
@itsarigrace
@e_thunter

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@honeymoongondol
@miguelhilargiak
@chuddles11
@sudeepkhatri
@ggg_says
@foggybottomgal
@kenkircher1
@dgendvil
@b1e56df9ce6549f

Top Tweeters in G1:
@miguelhilargiak
@chuddles11
@sudeepkhatri
@kenkircher1
@b1e56df9ce6549f
@shadowdogdesign
@tess_blue815
@mlczone
@gregmroscoe
@markburgerenerg

Top Tweeters in G2:
@foggybottomgal
@ccafaro1
@cberrl
@nofascistlies
@charluv2011
@hackneywick
@bluedillygal
@itvana9tdbmjmyk
@marcvegan
@joshollegien

Top Tweeters in G3:
@dome689
@realjohncurley
@avonan
@ewestaway
@brade1991
@gabydore
@shell_loyd
@kleytoncooper
@crestonq
@lcby

Top Tweeters in G4:
@btzmedina
@penndragonart
@amazingchevvolt
@mythos1014
@capatosta122
@mjfsteeler
@alexaadams12
@cb765
@oldwac1
@avildsen

Top Tweeters in G5:
@jurylady5
@darylgibson
@faully33
@gadflyquebec
@michaelpurvis64
@joshdacat
@fran_b__
@vinepsychic
@coonavass
@aconvict

Top Tweeters in G6:
@dalek_fan
@stolensweeties
@donahuejm
@proglocommons
@unetomaterouge
@allresistance
@jodikoberinski
@chrismaslanka
@gracchus56
@ladodue

Top Tweeters in G7:
@turbokitty
@planetkooler
@darielgarner
@fa
@alexschleber
@cpt_intl
@cellomomoncars
@saulocorona
@newomen4justice
@pinkyracr

Top Tweeters in G8:
@ggg_says
@drrimmer
@straitarrow10
@noadanioz
@traceywithhope
@jockbuster
@jaytay777
@agnesbookbinder
@pxbern
@papahaha2

Top Tweeters in G9:
@business
@blanketcrap
@allan_crawshaw
@srzjwalters
@coyotegulch
@laurelrusswurm
@ecowarriorss
@wynjym
@ecoexpert1
@emi_ny7hsc

Top Tweeters in G10:
@reuters
@nytimes
@msnbc
@huffpostindia
@gerritrentier
@mcc01778
@iamonir
@ajacquitaylor
@mertenhou
@saskiag_md


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