actonclimate, Twitter, 7/7/2021 9:30:14 AM, 258472


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actonclimate_2021-07-06_20-00-00.xlsx
actonclimate_2021-07-06_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/2TBxJpy
@mikehudema
@pauledawson
@spe_token_bsc
@sustaintrends
@martinheinrich
@jfsebastian146
@greenpeace
@jane__eden
@arikring
@saleemulhuq

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

Description:
Description
The graph represents a network of 5,716 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, 07 July 2021 at 03:05 UTC.

The requested start date was Wednesday, 07 July 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 4-day, 9-hour, 55-minute period from Friday, 02 July 2021 at 00:11 UTC to Tuesday, 06 July 2021 at 10:07 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 : 5716
Unique Edges : 1293
Edges With Duplicates : 14629
Total Edges : 15922
Number of Edge Types : 5
Retweet : 6996
MentionsInRetweet : 7771
Mentions : 633
Tweet : 476
Replies to : 46
Self-Loops : 503
Reciprocated Vertex Pair Ratio : 0.00607677486290203
Reciprocated Edge Ratio : 0.012080141426046
Connected Components : 148
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 5394
Maximum Edges in a Connected Component : 15429
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.082883
Graph Density : 0.000207794179681354
Modularity : 0.352239
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,716 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, 07 July 2021 at 03:05 UTC.

The requested start date was Wednesday, 07 July 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 4-day, 9-hour, 55-minute period from Friday, 02 July 2021 at 00:11 UTC to Tuesday, 06 July 2021 at 10:07 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:
[131] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[40] https://www.buzzfeednews.com/article/zahrahirji/northwest-heatwave-washington-oregon
[39] https://www.weforum.org/agenda/2021/06/preserve-africa-forests-green-economy/?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=23011_paying_Gabon_to_protect_forests&utm_campaign=social_video_2021
[13] https://www.bloomberg.com/tosv2.html?vid=&uuid=c7057d80-dcb1-11eb-a0b9-a112f3792b84&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0yOS9oaXQtaGFyZC1ieS1kcm91Z2h0LWZhcm1lcnMtZ2V0LWNyZWF0aXZl
[10] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[10] https://saveplanetearth.io
[8] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[7] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[7] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[7] https://grist.org/sponsored/out-of-the-ashes-of-wildfire-stories-of-recovery-and-resilience/

Top URLs in Tweet in G1:
[119] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[2] https://act.greenpeace.org/page/43667/-/1?locale=en-US
[2] https://www.sfgate.com/weather/article/washington-state-roads-buckling-heat-wave-weather-16279055.php
[1] https://www.newsweek.com/record-hit-ice-melt-antarctica-day-climate-emergency-1479326?utm_medium=Social&utm_source=Twitter
[1] https://www.pbs.org/newshour/show/a-leaked-un-report-warns-worst-is-yet-to-come-on-climate-change-heres-how-you-can-help
[1] https://www.independent.co.uk/climate-change/news/climate-change-breakdown-arctic-frost-thawing-canada-environment-a8959056.html
[1] https://www.weforum.org/agenda/2018/04/head-of-un-environment-solheim-the-markets-have-moved-on-renewables-policy-makers-must-keep-up
[1] https://www.independent.co.uk/climate-change/news/arctic-circle-summer-global-warming-b1875285.html?fbclid=IwAR2SL8Mzu4orxN-q3e0ErJff8bSk5uLH2CHR43fy0utNkCQVVCtoKNbgDk4
[1] https://www.autoevolution.com/news/wind-powered-oceanbird-is-the-tallest-ship-in-the-world-can-carry-7000-cars-164302.html
[1] https://www.vegkit.com/why-veg/for-the-planet/

Top URLs in Tweet in G2:
[6] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[3] https://www.theguardian.com/world/2021/apr/13/everything-you-need-to-know-about-the-plan-to-release-treated-fukushima-water
[2] https://www.theguardian.com/lifeandstyle/2021/apr/25/going-vegan-can-switching-to-a-plant-based-diet-really-save-the-planet
[2] https://www.carbonbrief.org/food-systems-responsible-for-one-third-of-human-caused-emissions
[2] https://e360.yale.edu/features/as-climate-changes-worsens-a-cascade-of-tipping-points-looms
[2] https://www.bbc.co.uk/news/science-environment-53140069
[2] https://theconversation.com/feeding-cows-a-few-ounces-of-seaweed-daily-could-sharply-reduce-their-contribution-to-climate-change-157192?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://twitter.com/mikehudema/status/1411675956578750466
[1] https://www.reuters.com/article/us-climate-change-seagrass/shrinking-sea-meadows-store-more-carbon-than-forests-scientists-are-racing-to-track-whats-left-idUSKBN2BV0MV
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=27d2a980-0d0f-11eb-896c-d7c259405ee9&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMC0wNS9leHhvbi1jYXJib24tZW1pc3Npb25zLWFuZC1jbGltYXRlLWxlYWtlZC1wbGFucy1yZXZlYWwtcmlzaW5nLWNvMi1vdXRwdXQ=

Top URLs in Tweet in G3:
[39] https://www.weforum.org/agenda/2021/06/preserve-africa-forests-green-economy/?utm_source=twitter&utm_medium=social_video&utm_term=1_1&utm_content=23011_paying_Gabon_to_protect_forests&utm_campaign=social_video_2021
[10] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[8] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[7] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[7] https://grist.org/sponsored/out-of-the-ashes-of-wildfire-stories-of-recovery-and-resilience/
[6] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[6] https://news.un.org/en/story/2021/06/1094762
[4] https://rpujolviven.blogspot.com/2012/10/infinite-growth.html
[4] https://www.nytimes.com/2020/11/05/climate/climate-change-food-production.html?smid=tw-share
[4] https://rpujolviven.blogspot.com/2013/05/are-400-ppm-of-co2-border-to-beginning.html

Top URLs in Tweet in G4:
[10] https://saveplanetearth.io
[1] https://twitter.com/360_trader/status/1411293710801948682
[1] https://twitter.com/spe_token_bsc/status/1412048624863875072
[1] https://twitter.com/SPE_Token_BSC/status/1411686235656003585
[1] https://twitter.com/spe_token_bsc/status/1411686235656003585
[1] https://twitter.com/dwallacewells/status/1411021926026317825
[1] https://twitter.com/ue/status/1410300881761882112

Top URLs in Tweet in G5:
[7] https://insideclimatenews.org/news/04072021/sporadic-environmental-voters-hold-the-power-to-shift-elections-and-turn-red-states-blue/
[2] https://twitter.com/hannah_mahoney_/status/1411042904651534338
[2] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[1] https://www.buzzfeednews.com/article/zahrahirji/lake-charles-hurricane-disaster-recovery-climate-change
[1] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[1] https://rpujolviven.blogspot.com/2012/10/infinite-growth.html
[1] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[1] https://twitter.com/nytimes/status/1411338952741695491
[1] https://www.buzzfeednews.com/article/zahrahirji/northwest-heatwave-washington-oregon
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c7057d80-dcb1-11eb-a0b9-a112f3792b84&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0yOS9oaXQtaGFyZC1ieS1kcm91Z2h0LWZhcm1lcnMtZ2V0LWNyZWF0aXZl

Top URLs in Tweet in G6:
[1] https://blogforiowa.com/2021/07/06/the-climate-crisis-is-accelerating-now-what/
[1] https://www.washingtonpost.com/opinions/2021/06/29/heat-wave-pacific-northwest-climate-anxiety-coping/
[1] https://www.washingtonpost.com/climate-environment/2021/07/03/climate-change-heat-dome-death/
[1] https://www.momscleanairforce.org/play-in-2019-photos/
[1] https://www.washingtonpost.com/opinions/2021/06/30/animals-northwest-heat-wave-danger/
[1] https://www.vox.com/recode/2021/7/3/22560691/power-grid-climate-change-heat-wave
[1] https://www.channel4.com/news/revealed-exxonmobils-lobbying-war-on-climate-change-legislation
[1] https://apnews.com/article/droughts-science-government-and-politics-business-environment-and-nature-9d7a6f8bc275c7e3428f4acd79270f8d
[1] https://www.pbs.org/newshour/science/climate-change-is-fundamentally-altering-yellowstones-ecosystem
[1] https://www.theguardian.com/environment/2021/jun/25/yellowstone-national-park-climate-crisis

Top URLs in Tweet in G7:
[1] https://www.positive.news/economics/the-open-database-that-lets-people-buy-food-direct-from-source/#.XxigulqPcEU.twitter
[1] https://clim8invest.com/investment-academy/how-to-start-investing/
[1] https://bit.ly/3jDo8ce
[1] https://www.eco-business.com/news/rising-seas-could-cost-asias-biggest-cities-us724-billion-by-2030/
[1] https://www.forbes.com/sites/dishashetty/2021/06/25/study-links-fossil-fuels-to-a-million-deaths-in-2017/
[1] https://southeastasiaglobe.com/deforestation-indigenous-malaysia/
[1] https://twitter.com/blkahn/status/1411074599803142146
[1] https://benformass.com/climate-plan/

Top URLs in Tweet in G8:
[39] https://www.buzzfeednews.com/article/zahrahirji/northwest-heatwave-washington-oregon
[12] https://www.bloomberg.com/tosv2.html?vid=&uuid=c7057d80-dcb1-11eb-a0b9-a112f3792b84&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0yOS9oaXQtaGFyZC1ieS1kcm91Z2h0LWZhcm1lcnMtZ2V0LWNyZWF0aXZl
[5] https://www.thedailybeast.com/lytton-the-british-columbia-town-that-set-heat-wave-record-is-now-on-fire?ref=home
[1] https://theconversation.com/most-buildings-were-designed-for-an-earlier-climate-heres-what-will-happen-as-global-warming-accelerates-163672?utm_medium=amptwitter&utm_source=twitter
[1] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[1] https://twitter.com/ClimateCEE/status/1409768600601128960
[1] https://twitter.com/wedonthavetime/status/1410993227101085700

Top URLs in Tweet in G9:
[4] https://www.theguardian.com/business/2021/jul/05/housebuilder-taylor-wimpey-opposed-plans-cut-new-home-emissions
[2] https://twitter.com/mikehudema/status/1411296628045238276
[2] https://www.washingtonpost.com/climate-environment/2021/07/03/climate-change-heat-dome-death/
[2] https://twitter.com/MikeHudema/status/1411675956578750466
[2] https://www.theguardian.com/environment/2021/jul/02/pollutionwatch-protect-air-quality-indoors-tube-rail
[2] https://www.theguardian.com/environment/2021/jul/02/yellowstone-geyser-old-faithful-stop-erupting-ramifications
[2] https://www.theguardian.com/world/2021/jul/05/new-zealand-experiences-hottest-june-on-record-despite-polar-blast
[2] https://www.theguardian.com/environment/2021/jul/05/small-majority-believe-there-is-still-time-to-avert-climate-disaster-survey
[1] https://twitter.com/aaronhuertas/status/1410680817836244994
[1] https://twitter.com/bymikebaker/status/1410790395647168517

Top URLs in Tweet in G10:
[6] https://www.youtube.com/watch?v=WdSmnlVC_yk&feature=youtu.be

[1] https://www.youtube.com/watch?v=yvx0zsPMfIY&feature=youtu.be

[1] https://twitter.com/parksvillenews/status/1410397006279843841
[1] https://www.sfgate.com/weather/article/pyrocumulonimbus-British-Columbia-lightning-Canada-16287681.php
[1] https://twitter.com/darren_stallcup/status/1411800448785260547
[1] https://twitter.com/davidsuzukifdn/status/1412062476989050885
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DtjSDn_4uRlg%26feature%3Dyoutu.be&q=EgS4SO-bGPO6sfsFIhkA8aeDS3smpUccAIk96VstNFutXA9Iqj8wMgFy
[1] https://twitter.com/MelodyShisundi/status/1410473276950913027

Top Domains
Top Domains in Tweet in Entire Graph:
[167] twitter.com
[134] sfgate.com
[79] blogspot.com
[61] theguardian.com
[44] weforum.org
[41] buzzfeednews.com
[21] nytimes.com
[17] bloomberg.com
[10] org.au
[10] saveplanetearth.io

Top Domains in Tweet in G1:
[121] sfgate.com
[6] twitter.com
[2] greenpeace.org
[2] co.uk
[2] theguardian.com
[1] newsweek.com
[1] pbs.org
[1] weforum.org
[1] autoevolution.com
[1] vegkit.com

Top Domains in Tweet in G2:
[23] theguardian.com
[10] twitter.com
[6] sfgate.com
[4] yale.edu
[3] co.uk
[3] theconversation.com
[2] reuters.com
[2] carbonbrief.org
[2] nationalgeographic.com
[1] bloomberg.com

Top Domains in Tweet in G3:
[75] blogspot.com
[43] twitter.com
[42] weforum.org
[10] nytimes.com
[9] theguardian.com
[7] grist.org
[6] ft.com
[6] un.org
[4] salon.com
[4] outsideonline.com

Top Domains in Tweet in G4:
[10] saveplanetearth.io
[6] twitter.com

Top Domains in Tweet in G5:
[7] insideclimatenews.org
[4] blogspot.com
[3] twitter.com
[2] buzzfeednews.com
[1] sfgate.com
[1] bloomberg.com

Top Domains in Tweet in G6:
[3] washingtonpost.com
[1] blogforiowa.com
[1] momscleanairforce.org
[1] vox.com
[1] channel4.com
[1] apnews.com
[1] pbs.org
[1] theguardian.com
[1] phys.org

Top Domains in Tweet in G7:
[1] positive.news
[1] clim8invest.com
[1] bit.ly
[1] eco-business.com
[1] forbes.com
[1] southeastasiaglobe.com
[1] twitter.com
[1] benformass.com

Top Domains in Tweet in G8:
[39] buzzfeednews.com
[12] bloomberg.com
[5] thedailybeast.com
[2] twitter.com
[1] theconversation.com
[1] sfgate.com

Top Domains in Tweet in G9:
[40] twitter.com
[21] theguardian.com
[4] sciencedaily.com
[3] washingtonpost.com
[1] timesnownews.com
[1] actionnetwork.org
[1] net.ph
[1] ctvnews.ca
[1] grist.org
[1] wcsclimateadaptationfund.org

Top Domains in Tweet in G10:
[7] youtube.com
[4] twitter.com
[1] sfgate.com
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1093] actonclimate
[944] climatecrisis
[752] climate
[525] solar
[192] climatechange
[183] climateemergency
[141] 4thofjuly
[139] independenceday
[122] climateaction
[103] bikes



Top Hashtags in Tweet in G1:
[654] climate
[642] climatecrisis
[449] solar
[151] actonclimate
[86] bikes
[84] solarpanels
[70] norway
[43] energy
[42] climatechange
[31] greennewdeal

Top Hashtags in Tweet in G2:
[133] actonclimate
[66] climatecrisis
[39] solar
[27] climate
[26] climatechange
[10] keepitintheground
[9] bikes
[7] solarpanels
[7] climateaction
[7] enoughisenough

Top Hashtags in Tweet in G3:
[278] actonclimate
[136] climatecrisis
[99] climateemergency
[88] climatechange
[67] climateaction
[46] sdgs
[43] sustainability
[43] esg
[38] futureofwork
[36] airpollution

Top Hashtags in Tweet in G4:
[131] 4thofjuly
[131] independenceday
[55] actonclimate
[12] spe
[2] bscgem
[2] climatechange
[2] sandfrancisco
[2] climatecrisis
[2] saveplanetearth
[1] cryptocurrency

Top Hashtags in Tweet in G5:
[33] actonclimate
[31] climatecrisis
[15] climateaction
[9] climateemergency
[9] climatechange
[8] climate
[7] climatestrike
[6] pollution
[5] savethetobintrees
[5] economy

Top Hashtags in Tweet in G6:
[22] actonclimate
[11] climateemergency
[10] timetoact
[10] climatecrisis
[9] climateaction
[7] heatdome
[7] heatwave
[7] extremeweather
[6] july4th
[6] patriot

Top Hashtags in Tweet in G7:
[20] actonclimate
[6] climatecrisis
[2] keepitintheground
[2] solar
[2] mapoli
[1] climatechange
[1] solarpanels
[1] endcoal
[1] economy
[1] climateaction

Top Hashtags in Tweet in G8:
[63] actonclimate
[5] flamingfuture
[5] almedalen
[3] climatecrisis
[2] solar
[2] solarpanels
[1] cop26
[1] climateactionnow
[1] houseonfire
[1] leadonclimate

Top Hashtags in Tweet in G9:
[105] actonclimate
[25] watches4nature
[9] climatecrisis
[9] climatechange
[8] sdgs
[5] climateemergency
[5] climateactionnow
[5] climate
[4] carfreemegacities
[4] netzeromegacities

Top Hashtags in Tweet in G10:
[43] uprootthesystem
[17] climatecrisis
[13] actonclimate
[3] solar
[3] climate
[3] kenyasafi
[3] netzero
[1] plastic
[1] plasticbagfreeday
[1] nature

Top Words
Top Words in Tweet in Entire Graph:
[4565] mikehudema
[1475] more
[1460] years
[1275] ice
[1253] pauledawson
[1093] #actonclimate
[944] #climatecrisis
[862] planet
[821] need
[821] bees

Top Words in Tweet in G1:
[3958] mikehudema
[1230] years
[1090] ice
[656] planet
[654] #climate
[650] more
[642] #climatecrisis
[636] bees
[599] emergency
[591] action

Top Words in Tweet in G2:
[1089] pauledawson
[387] more
[291] mikehudema
[210] emissions
[196] world
[195] co2
[180] climate
[160] year
[155] change
[154] methane

Top Words in Tweet in G3:
[278] #actonclimate
[136] #climatecrisis
[99] #climateemergency
[96] mikehudema
[88] #climatechange
[86] wef
[85] more
[67] #climateaction
[59] climate
[50] pauledawson

Top Words in Tweet in G4:
[221] spe_token_bsc
[132] over
[131] happy
[131] #4thofjuly
[131] celebrate
[131] #independenceday
[131] heat
[131] dome
[131] pacific
[131] north

Top Words in Tweet in G5:
[53] mikehudema
[43] pauledawson
[33] #actonclimate
[32] arikring
[31] #climatecrisis
[20] more
[20] saleemulhuq
[20] dawnroseturner
[20] solhog
[20] cberrl

Top Words in Tweet in G6:
[84] temperature
[84] scientists
[83] extremely
[83] low
[83] water
[83] levels
[83] crazy
[83] swings
[83] warning
[83] four

Top Words in Tweet in G7:
[79] greenpeace
[56] people
[53] going
[51] lives
[50] lost
[48] 20
[48] missing
[48] devastating
[48] landslide
[48] japan

Top Words in Tweet in G8:
[63] #actonclimate
[51] climatereality
[39] public
[39] health
[39] emergency
[23] mikehudema
[12] farmers
[12] deserve
[12] fighting
[12] chance

Top Words in Tweet in G9:
[105] #actonclimate
[25] #watches4nature
[19] climate
[11] time
[10] first
[9] #climatecrisis
[9] #climatechange
[9] over
[9] demand
[9] change

Top Words in Tweet in G10:
[239] more
[100] bees
[50] man
[44] mikehudema
[43] give
[43] chance
[43] pollination
[43] plants
[43] animals
[43] #uprootthesystem

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[664] earth,lost
[664] lost,28
[664] 28,trillion
[664] trillion,tons
[664] tons,ice
[664] ice,23
[664] 23,years
[664] years,#climatecrisis
[664] #climatecrisis,planet
[662] mikehudema,earth

Top Word Pairs in Tweet in G1:
[590] #climate,action
[589] clear,doing
[589] doing,#climate
[589] action,responding
[589] responding,emergency
[589] emergency,never
[588] mikehudema,clear
[588] never,comm
[573] earth,lost
[573] lost,28

Top Word Pairs in Tweet in G2:
[145] co2,emissions
[134] climate,change
[129] world's,richest
[129] richest,cause
[129] cause,double
[129] double,co2
[129] emissions,poorest
[129] poorest,50
[129] 50,radical
[129] radical,idea

Top Word Pairs in Tweet in G3:
[52] #climatecrisis,#climateemergency
[46] first,african
[46] african,country
[46] country,paid
[46] paid,saving
[46] saving,forests
[46] forests,wef
[41] wef,#sustainability
[41] #sustainability,#esg
[36] #actonclimate,gretathunberg

Top Word Pairs in Tweet in G4:
[131] happy,#4thofjuly
[131] #4thofjuly,celebrate
[131] celebrate,#independenceday
[131] #independenceday,heat
[131] heat,dome
[131] dome,over
[131] over,pacific
[131] pacific,north
[131] north,west
[131] west,shattering

Top Word Pairs in Tweet in G5:
[20] saleemulhuq,dawnroseturner
[20] dawnroseturner,solhog
[20] solhog,cberrl
[20] adamrogers2030,reclaimanglesea
[18] reclaimanglesea,amazingchevvolt
[18] amazingchevvolt,1o5cleanenergy
[18] 1o5cleanenergy,kirillklip
[17] cberrl,adamrogers2030
[16] arikring,saleemulhuq
[11] hazloe3,profstrachan

Top Word Pairs in Tweet in G6:
[83] extremely,low
[83] low,water
[83] water,levels
[83] levels,crazy
[83] crazy,temperature
[83] temperature,swings
[83] swings,scientists
[83] scientists,warning
[83] warning,four
[82] martinheinrich,extremely

Top Word Pairs in Tweet in G7:
[48] lives,lost
[48] lost,20
[48] 20,people
[48] people,missing
[48] missing,devastating
[48] devastating,landslide
[48] landslide,japan
[48] japan,thoughts
[48] thoughts,hearts
[48] hearts,everyone

Top Word Pairs in Tweet in G8:
[39] public,health
[39] health,emergency
[39] emergency,#actonclimate
[38] climatereality,public
[12] farmers,deserve
[12] deserve,fighting
[12] fighting,chance
[12] chance,#actonclimate
[11] climatereality,farmers
[5] welcome,#flamingfuture

Top Word Pairs in Tweet in G9:
[13] #watches4nature,#actonclimate
[12] #actonclimate,#watches4nature
[8] #sdgs,demand
[8] demand,stop
[8] stop,sacrificing
[8] sacrificing,underserved
[8] underserved,car
[8] car,first
[8] first,nyc
[8] nyc,structurally

Top Word Pairs in Tweet in G10:
[50] more,bees
[50] bees,more
[43] give,bees
[43] bees,chance
[43] chance,more
[43] more,pollination
[43] pollination,more
[43] more,plants
[43] plants,more
[43] more,animals

Top Replied-To
Top Replied-To in Entire Graph:
@pauledawson
@mikehudema
@endelstamberg
@unfccc
@assaadrazzouk
@extremetemps
@scottduncanwx
@edmarkey
@kevinkevinmtai
@meneer_pastoor

Top Replied-To in G1:
@mikehudema

Top Replied-To in G2:
@pauledawson

Top Replied-To in G3:
@endelstamberg
@kenbielicki
@joebiden

Top Replied-To in G4:
@unfccc
@elonmusk
@leahmcelrath
@wholemarsblog
@binance
@electricfuturey
@meneer_pastoor
@kevinkevinmtai
@scottduncanwx
@extremetemps

Top Replied-To in G5:
@cambma
@hazloe3
@saleemulhuq
@raduede
@arikring
@bryandawsonusa

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@spe_token_bsc
@wef
@greenpeace
@martinheinrich
@gretathunberg
@climatereality
@360_trader
@fridays4futureu

Top Mentioned in G1:
@mikehudema
@gretathunberg
@justintrudeau
@joebiden
@jjhorgan
@scottduncanwx
@tooopmedia
@jamieclimate

Top Mentioned in G2:
@pauledawson
@mikehudema
@mustafasari_van
@nursing_dhar
@earthjustice
@burbaum
@michaelemann
@hannah_erf
@leads_connect
@realrichlawley

Top Mentioned in G3:
@mikehudema
@wef
@pauledawson
@gretathunberg
@mvollmer1
@shi4tech
@vanessa_vash
@alexandriav2005
@eve_chantel
@mremtee

Top Mentioned in G4:
@spe_token_bsc
@360_trader
@gretathunberg
@mattgusti
@elonmusk
@fff_digital
@lossdamageyouth
@toritsui
@fridays4future
@mockcop26

Top Mentioned in G5:
@mikehudema
@pauledawson
@arikring
@dawnroseturner
@solhog
@cberrl
@adamrogers2030
@reclaimanglesea
@amazingchevvolt
@1o5cleanenergy

Top Mentioned in G6:
@martinheinrich
@cleanairmoms
@heathermcteer
@thereval
@politicsnation
@mikehudema
@pauledawson
@swalker06
@enviroaction
@themttimes

Top Mentioned in G7:
@greenpeace
@mikehudema
@bendowningma
@pauledawson
@clim8invest
@gri_lse
@thebeatnews
@paulpolman
@elonmusk
@arikring

Top Mentioned in G8:
@climatereality
@mikehudema
@pauledawson
@joelgehman
@oregon_resister
@tdzwilewski
@allanmargolin
@yogask
@tinnacmark
@wedonthavetime

Top Mentioned in G9:
@gecko39
@niesnerkg
@ingebear09
@roland_84_e

Top Mentioned in G10:
@mikehudema
@fridays4futureu
@pauledawson
@climate_mission
@youtube
@jjackx14
@melodyshisundi
@greenpeace
@stevesilent
@davidsuzukifdn

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@geoffrey_payne
@chrisbrey1
@kenkircher1
@lehimesa
@miguelhilargiak
@dancas2
@drdaveanddee
@minhkular
@dgendvil

Top Tweeters in G1:
@chrisbrey1
@marthalynneowe1
@1loriking
@willseattle
@viralvideovlogs
@lavenderblue27
@brontyman
@phendricks71
@wally_wests
@samhainnight

Top Tweeters in G2:
@kenkircher1
@miguelhilargiak
@drdaveanddee
@minhkular
@sudeepkhatri
@nilimajumder
@warncc
@glasgow_watch
@bob_stinson1234
@slsandpet

Top Tweeters in G3:
@3wombats
@jilliemary
@scheerenberger
@jfsebastian146
@nicochan33
@nytimes
@olumideidowu
@akwyz
@shi4tech
@gvalan

Top Tweeters in G4:
@leahmcelrath
@drkarajan
@scifryer2
@wholemarsblog
@expertoencripto
@capitalweather
@seanduzzit
@meneer_pastoor
@sladecrypto
@mitzijonelle

Top Tweeters in G5:
@dancas2
@jjj5819
@morgfair
@blanketcrap
@billnigh
@cberrl
@njdoc
@avonan
@amazingchevvolt
@charluv2011

Top Tweeters in G6:
@dgendvil
@sueleugers
@trumpwatchnews
@markburgerenerg
@lltwing
@all100senators
@ckkoch3
@kellylmckevitt
@tari1231
@kattompkins

Top Tweeters in G7:
@mobea
@youranonriots
@satandevil6662
@joshollegien
@aglb66
@l82be
@7tariqm
@kimwillful
@ker8mel
@63pei473mwl740f

Top Tweeters in G8:
@lehimesa
@funnagan
@tdzwilewski
@bofflespoffle
@khadar_khm
@vetrepreneurone
@earnest_one
@lindadoherty4
@33kindnessrulz
@cheriedelcarlo

Top Tweeters in G9:
@adjordan
@gecko39
@kempo50
@clime_it
@sawyerjerry
@samoskal
@ingebear09
@fisher_danar
@marywag2947
@elizebiermann

Top Tweeters in G10:
@hackneywick
@giraldo35
@redmayne_robert
@trundlelinb
@automatonomega
@chabis_ch
@bredsedatelmjao
@jjackx14
@wernerbrover
@f1fantwo


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