actonclimate, Twitter, 3/17/2021 1:45:47 PM, 250798


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actonclimate_2021-03-16_19-56-20.xlsx
actonclimate_2021-03-16_19-56-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 17, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/3vxiRXb
@mikehudema
@pauledawson
@arikring
@cleanairmoms
@eco1start
@mvollmer1
@redmayne_robert
@citizensclimate
@carolyncbarthel
@potus

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

Description:
Description
The graph represents a network of 4,921 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, 17 March 2021 at 03:02 UTC.

The requested start date was Wednesday, 17 March 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 5-day, 17-hour, 39-minute period from Wednesday, 10 March 2021 at 17:28 UTC to Tuesday, 16 March 2021 at 11:08 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 : 4921
Unique Edges : 1708
Edges With Duplicates : 14323
Total Edges : 16031
Number of Edge Types : 5
Retweet : 6646
MentionsInRetweet : 7733
Mentions : 950
Tweet : 654
Replies to : 48
Self-Loops : 690
Reciprocated Vertex Pair Ratio : 0.0122767857142857
Reciprocated Edge Ratio : 0.0242557883131202
Connected Components : 139
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 4591
Maximum Edges in a Connected Component : 15473
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.61123
Graph Density : 0.000262232707675583
Modularity : 0.344565
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,921 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, 17 March 2021 at 03:02 UTC.

The requested start date was Wednesday, 17 March 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 5-day, 17-hour, 39-minute period from Wednesday, 10 March 2021 at 17:28 UTC to Tuesday, 16 March 2021 at 11:08 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:
[24] https://news.sky.com/story/attenboroughs-stark-warning-on-climate-change-its-already-too-late-12226694
[17] https://www.amazon.com/dp/B08L3NWB9S
[17] https://www.sustainabledecisions.eu/
[14] https://www.cleanairalliance.org/we-need-climate-action-now/
[11] https://malegislature.gov/statehouse/contact
[9] https://earthfirstjournal.news/newswire/2018/01/01/on-its-hundredth-birthday-in-1959-edward-teller-warned-the-oil-industry-about-global-warming
[7] https://www.ecowatch.com/icelandic-startup-carbon-emissions-solution-2651055325.html
[7] https://addup.sierraclub.org/campaigns/thank-president-biden-for-acting-on-climate---and-ask-him-to-do-more?promoid=7013q000001klyZAAQ&utm_medium=recruit&utm_source=twitter&utm_campaign=addup&tc=false
[7] https://www.washingtonpost.com/climate-environment/2021/02/25/atlantic-ocean-currents-weakening-amoc-gulf-stream/
[6] https://www.weforum.org/agenda/2021/02/sweden-local-parking-community/

Top URLs in Tweet in G1:
[3] https://twitter.com/juliancribb/status/1370507856168980481
[2] https://www.washingtonpost.com/news/energy-environment/wp/2015/01/28/the-best-idea-in-a-long-time-covering-parking-lots-with-solar-panels/?utm_term=.d5b953f3fe4c&utm_content=buffer46c25&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer&noredirect=on
[1] https://www.newsweek.com/heatwave-antarctica-recorded-first-time-1495206
[1] https://www.weforum.org/agenda/2019/08/renewables-energy-electricity-green-oecd/?utm_source=Facebook+Videos&utm_medium=Facebook+Videos&utm_campaign=Facebook+Video+Blogs
[1] https://video.buffer.com/v/6047bb971cae7d5f976d7c76
[1] https://canopyplanet-org.zoom.us/webinar/register/WN_YDj7pxSHQmqEu6TJc0vV8w
[1] https://twitter.com/climatologist49/status/1370963935688486914
[1] https://twitter.com/audubonsociety/status/1369697595728216069
[1] https://twitter.com/collapsology/status/1370738313255084033
[1] https://www.forbes.com/sites/tilakdoshi/2021/03/04/the-texas-catastrophic-blackout-lessons-for-the-developing-countries/?sh=34d92abb6481

Top URLs in Tweet in G2:
[3] https://www.vox.com/2019/4/12/18306566/david-attenborough-our-planet-netflix-advocacy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://e360.yale.edu/features/as-climate-changes-worsens-a-cascade-of-tipping-points-looms
[3] https://www.theguardian.com/environment/2020/nov/23/climate-crisis-co2-hits-new-record-despite-covid-19-lockdowns?CMP=share_btn_tw
[3] http://www.fastcoexist.com/3049540/5-ways-to-convince-people-to-actually-do-something-about-climate-change?utm_content=buffer12564&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.reuters.com/article/uk-norway-oil-idUKKBN29O0O2
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=27d2a980-0d0f-11eb-896c-d7c259405ee9&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMC0wNS9leHhvbi1jYXJib24tZW1pc3Npb25zLWFuZC1jbGltYXRlLWxlYWtlZC1wbGFucy1yZXZlYWwtcmlzaW5nLWNvMi1vdXRwdXQ=
[2] https://www.theguardian.com/business/2020/dec/17/lloyds-market-to-quit-fossil-fuel-insurance-by-2030
[2] https://www.theguardian.com/environment/2021/feb/19/power-outages-texas-california-climate-crisis
[2] https://www.theguardian.com/world/2020/oct/04/activists-try-to-stop-autobahn-being-built-through-german-forest?CMP=share_btn_tw
[2] https://www.theguardian.com/world/2020/jul/20/chinas-first-climate-striker-cant-return-to-school?CMP=share_btn_tw

Top URLs in Tweet in G3:
[7] https://addup.sierraclub.org/campaigns/thank-president-biden-for-acting-on-climate---and-ask-him-to-do-more?promoid=7013q000001klyZAAQ&utm_medium=recruit&utm_source=twitter&utm_campaign=addup&tc=false
[6] https://cutmethane.org/
[4] https://twitter.com/debhaalandnm/status/1371589252794830848
[4] https://www.rollingstone.com/politics/politics-features/michael-regan-confirmed-epa-climate-crisis-biden-1139383/
[3] https://www.aljazeera.com/news/2021/2/24/mutual-suicide-us-issues-stark-warning-on-climate-change
[2] https://rpujolviven.blogspot.com/2015/12/climate-hits-us.html?spref=tw
[2] https://twitter.com/nwswpc/status/1358732400893779968?s=21
[2] https://rpujolviven.blogspot.com/2015/06/mankind-is-melding-by-own-hot.html
[2] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[2] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html

Top URLs in Tweet in G4:
[23] https://news.sky.com/story/attenboroughs-stark-warning-on-climate-change-its-already-too-late-12226694
[8] https://earthfirstjournal.news/newswire/2018/01/01/on-its-hundredth-birthday-in-1959-edward-teller-warned-the-oil-industry-about-global-warming
[6] https://twitter.com/YootDigmeMusic/status/1369888723907805184
[6] https://www.wired.com/story/ocean-acidification-could-make-tiny-fish-lose-their-hearing/
[5] https://www.ecowatch.com/icelandic-startup-carbon-emissions-solution-2651055325.html
[4] https://weather.com/news/climate/news/2021-03-13-amazon-rainforest-greenhouse-gas-emissions
[3] https://grist.org/justice/one-of-the-most-polluted-counties-in-america-is-getting-40000-more-oil-wells/
[3] https://insideclimatenews.org/news/07032021/agriculture-banks-climate-change-emissions-meat-dairy-blackrock/
[3] https://grist.org/justice/oil-companies-not-feminist-international-womens-day/
[3] https://grist.org/justice/whos-talking-about-climate-change-on-tv-mostly-white-men/

Top URLs in Tweet in G5:
[6] https://www.weforum.org/agenda/2021/02/sweden-local-parking-community/
[2] https://www.visualcapitalist.com/mapped-the-drainage-basins-of-the-worlds-longest-rivers/
[2] https://www.linkedin.com/slink?code=ekwTFTz
[1] https://www.visualcapitalist.com/how-much-solar-energy-is-consumed-per-capita-1965-2019/
[1] https://www.bcg.com/publications/2021/biodiversity-loss-business-implications-responses
[1] https://www.wired.com/story/climate-change-tiktok-science-communication/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[1] https://twitter.com/grist/status/1371537112831512581
[1] https://www.wri.org/blog/2021/03/brazil-forest-restoration-monitoring?utm_source=twitter&utm_medium=worldresources&utm_campaign=socialmedia&utm_term=da6ac24a-0217-4a29-b7cb-40055a0a865f
[1] https://www.weforum.org/agenda/2021/03/nature-based-solutions-to-restore-ecosystems-require-dietary-change/

Top URLs in Tweet in G6:
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=918b4720-8392-11eb-816d-4d4d67449fad&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMy0xMS9hZGQtcml2ZXJzLXRvLXRoZS1saXN0LW9mLXRoaW5ncy1odXJ0LWJ5LWNsaW1hdGUtY2hhbmdl
[1] https://www.theguardian.com/environment/2021/feb/02/economics-of-biodiversity-review-what-are-the-recommendations
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ddee96a0-6dd3-11eb-a47d-3523651acbfc&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMi0wMi91LWstbmVlZHMtZml2ZS10aW1lcy1lbGVjdHJpYy1jYXItY2hhcmdpbmctYm9vc3QtdG8tbWVldC1nb2Fscw==
[1] https://www.edie.net/news/8/Ocado-trials-electric-vehicles-for-rapid-deliveries/
[1] https://www.euronews.com/living/2020/09/21/people-care-more-about-climate-change-than-saving-money-says-survey
[1] https://www.theguardian.com/environment/2020/jun/23/uk-public-supports-green-recovery-from-coronavirus-crisis
[1] https://renews.biz/64938/scotland-and-basque-region-partner-on-wave-funding/#.X9h2I_N6zqY.twitter
[1] https://www.theguardian.com/business/2021/jan/02/dogger-banks-giant-turbines-herald-a-wind-of-change-in-uk-industry?CMP=share_btn_tw
[1] https://www.theguardian.com/environment/2021/feb/08/powering-up-uk-hills-could-be-used-as-energy-batteries?CMP=share_btn_tw
[1] http://Clim8invest.com

Top URLs in Tweet in G7:
[3] https://www.nytimes.com/interactive/2021/03/02/climate/atlantic-ocean-climate-change.html
[2] https://science.house.gov/climate-impacts-at-home
[1] https://www.nytimes.com/2021/03/14/climate/outer-banks-tax-climate-change.html?searchResultPosition=1
[1] https://twitter.com/ncstinn/status/1370833901556543493
[1] https://bangordailynews.com/2021/02/23/opinion/contributors/climate-change-should-play-big-role-in-pandemic-recession-recovery-plans/
[1] https://www.record-eagle.com/opinion/opinion-when-texas-freezes-over-arctic-conditions-in-u-s-show-climate-change-is-here/article_1f14e3da-7619-11eb-add8-fbdcef7602ff.html
[1] https://www.theinvadingsea.com/2021/03/02/conservative-floridians-need-to-tell-our-u-s-senators-that-they-should-support-carbon-pricing/
[1] https://energyinnovationact.org/
[1] https://twitter.com/cclatx/status/1370732915026460680
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fglobalecoguy.org%2Foccams-razor-for-the-planet-b3a720cc961c

Top URLs in Tweet in G8:
[11] https://malegislature.gov/statehouse/contact
[4] https://www.americanprogress.org/statesidechat
[3] https://twitter.com/EnviroLeagueMA/status/1371501926773297158
[3] http://www.wbiw.com/2021/03/09/mitchell-high-school-students-say-solar-panels-will-be-cost-effective-for-the-high-school/
[2] https://www.austinchronicle.com/columns/2021-03-12/opinion-electric-school-buses-are-a-win-for-kids-health-the-environment-and-our-community/
[2] https://twitter.com/MikeHudema/status/1371487363449434114
[1] https://www.youtube.com/watch?app=desktop&v=p0XdPgrmNqU&feature=youtu.be
[1] https://royalsociety.org/topics-policy/projects/climate-change-evidence-causes/basics-of-climate-change/
[1] https://www.washingtonpost.com/climate-environment/2021/03/04/climate-change-butterflies/
[1] https://grist.org/climate/report-nobody-talks-about-global-warming-anymore/

Top URLs in Tweet in G9:
[1] https://twitter.com/dhabonajob/status/1371719739165306880
[1] https://phys.org/news/2021-03-scientists-stunned-beneath-mile-deep-greenland.html
[1] https://www.nipr.ac.jp/english/info/notice/20210309.html#SRXIbxz.twitter_tweet_ninja_m

Top URLs in Tweet in G10:
[2] https://twitter.com/gretathunberg/status/1370467167355932680
[2] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[2] https://www.nytimes.com/interactive/2021/03/10/climate/electric-vehicle-fleet-turnover.html?smid=tw-share
[2] https://www.theguardian.com/business/2021/mar/13/crisis-in-values-exclusive-extract-mark-carneys-book
[2] https://www.theguardian.com/business/2021/mar/13/mark-carney-bank-of-england-job
[2] https://www.eurekalert.org/pub_releases/2021-03/run-gw031121.php
[1] https://twitter.com/SenJackyRosen/status/1369707505811656708
[1] https://snoline3.com/
[1] https://twitter.com/ChefJonKung/status/1369454957146091523
[1] https://www.nytimes.com/2020/02/03/climate/japan-coal-fukushima.html?referringSource=articleShare

Top Domains
Top Domains in Tweet in Entire Graph:
[204] twitter.com
[84] theguardian.com
[28] blogspot.com
[24] sky.com
[24] washingtonpost.com
[22] nytimes.com
[18] amazon.com
[18] sustainabledecisions.eu
[17] sciencedaily.com
[14] cleanairalliance.org

Top Domains in Tweet in G1:
[8] twitter.com
[2] washingtonpost.com
[1] newsweek.com
[1] weforum.org
[1] buffer.com
[1] zoom.us
[1] forbes.com

Top Domains in Tweet in G2:
[25] theguardian.com
[7] co.uk
[6] yale.edu
[3] vox.com
[3] reuters.com
[3] time.com
[3] fastcoexist.com
[3] twitter.com
[2] nationalgeographic.com
[2] bloomberg.com

Top Domains in Tweet in G3:
[33] twitter.com
[19] blogspot.com
[8] sierraclub.org
[6] washingtonpost.com
[6] cutmethane.org
[5] nytimes.com
[4] theguardian.com
[4] momscleanairforce.org
[4] thehill.com
[4] rollingstone.com

Top Domains in Tweet in G4:
[44] twitter.com
[23] sky.com
[11] grist.org
[9] wired.com
[8] earthfirstjournal.news
[8] theguardian.com
[6] insideclimatenews.org
[5] ecowatch.com
[5] linkedin.com
[4] co.uk

Top Domains in Tweet in G5:
[7] weforum.org
[3] visualcapitalist.com
[2] linkedin.com
[1] bcg.com
[1] wired.com
[1] twitter.com
[1] wri.org

Top Domains in Tweet in G6:
[6] twitter.com
[4] theguardian.com
[3] bloomberg.com
[1] edie.net
[1] euronews.com
[1] renews.biz
[1] clim8invest.com
[1] earthfirstjournal.news
[1] wri.org

Top Domains in Tweet in G7:
[5] twitter.com
[4] nytimes.com
[2] house.gov
[1] bangordailynews.com
[1] record-eagle.com
[1] theinvadingsea.com
[1] energyinnovationact.org
[1] medium.com
[1] phys.org
[1] theguardian.com

Top Domains in Tweet in G8:
[11] malegislature.gov
[9] twitter.com
[4] americanprogress.org
[3] wbiw.com
[3] theguardian.com
[2] austinchronicle.com
[1] youtube.com
[1] royalsociety.org
[1] washingtonpost.com
[1] grist.org

Top Domains in Tweet in G9:
[1] twitter.com
[1] phys.org
[1] ac.jp

Top Domains in Tweet in G10:
[41] twitter.com
[29] theguardian.com
[17] sciencedaily.com
[12] eurekalert.org
[8] blogspot.com
[7] nytimes.com
[2] sierraclub.org
[2] washingtonpost.com
[2] dailykos.com
[2] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1969] actonclimate
[702] solar
[479] climatecrisis
[452] climate
[293] energy
[271] renewables
[246] climatechange
[211] dolphin
[211] whale
[208] climateaction



Top Hashtags in Tweet in G1:
[543] solar
[453] actonclimate
[328] climate
[220] energy
[185] dolphin
[185] whale
[158] climatecrisis
[114] renewables
[106] denmark
[95] cleanenergy

Top Hashtags in Tweet in G2:
[238] actonclimate
[61] keepitintheground
[52] solar
[25] climate
[24] climatechange
[24] climatecrisis
[16] energy
[14] renewables
[14] cleanenergy
[12] dolphin

Top Hashtags in Tweet in G3:
[261] actonclimate
[79] climatecrisis
[61] timetoact
[49] climateemergency
[35] climateaction
[32] confirmclimate
[27] publiclands
[22] allofgovt
[21] buildbackbetter
[21] climatechange

Top Hashtags in Tweet in G4:
[178] actonclimate
[112] climatecrisis
[94] climatechange
[83] climateaction
[39] fightfor1point5
[36] ethoslifestyle
[30] facetheclimateemergency
[26] climatejustice
[25] climate
[24] sustainability

Top Hashtags in Tweet in G5:
[133] sustainability
[87] renewables
[85] plasticwaste
[83] plasticpollution
[44] actonclimate
[34] greennewdeal
[24] sdgs
[18] emergingtech
[18] ethiopia
[15] silk

Top Hashtags in Tweet in G6:
[53] actonclimate
[31] solar
[26] brazil
[18] climate
[13] climatecrisis
[13] renewables
[12] cleanenergy
[11] energy
[8] nature
[8] art

Top Hashtags in Tweet in G7:
[34] actonclimate
[19] climatechange
[13] climatecrisis
[9] climateaction
[7] climate
[5] orclimateaction
[4] orleg
[3] priceonpollution
[2] creationcare
[2] orpol

Top Hashtags in Tweet in G8:
[47] actonclimate
[26] nextgenerationroadmap
[21] roadmapbill
[11] climateaction
[10] climate
[10] go100re
[10] greennewdeal
[9] fridaysforfuture
[9] mapoli
[9] energy

Top Hashtags in Tweet in G9:
[90] actonclimate
[85] youthclimatedialogue
[9] keepmamaafricagreen
[9] savebugomaforest
[7] savebugoma
[4] climatecrisis
[1] climateactionnow
[1] youthclimatechangedialogue
[1] biodiversityneedsyouth
[1] youthclumatechangedialogue

Top Hashtags in Tweet in G10:
[155] actonclimate
[55] watches4nature
[28] gogreen
[16] climatecrisis
[15] climateactionnow
[14] climatechange
[14] facetheclimateemergency
[14] lowwasteliving
[14] ecofriendly
[14] lowwaste

Top Words
Top Words in Tweet in Entire Graph:
[3321] mikehudema
[1969] #actonclimate
[1717] pauledawson
[955] climate
[879] world
[837] need
[758] global
[702] #solar
[667] planet
[625] emissions

Top Words in Tweet in G1:
[2608] mikehudema
[543] #solar
[484] planet
[453] #actonclimate
[409] nature
[406] time
[397] global
[378] need
[377] protect
[376] world

Top Words in Tweet in G2:
[1467] pauledawson
[325] climate
[292] world
[262] years
[243] mikehudema
[238] #actonclimate
[232] first
[231] need
[217] emissions
[186] global

Top Words in Tweet in G3:
[261] #actonclimate
[79] #climatecrisis
[73] epa
[67] mikehudema
[67] climate
[64] interior
[61] #timetoact
[61] secretary
[58] protect
[50] debhaalandnm

Top Words in Tweet in G4:
[178] #actonclimate
[112] #climatecrisis
[94] #climatechange
[92] mikehudema
[83] #climateaction
[71] pauledawson
[60] ethoslifestyle
[44] climate
[42] planet
[41] arikring

Top Words in Tweet in G5:
[133] #sustainability
[131] mvollmer1
[87] built
[87] #renewables
[85] classroom
[85] bricks
[85] made
[85] #plasticwaste
[85] nowthisnews
[83] #plasticpollution

Top Words in Tweet in G6:
[198] mikehudema
[105] climate
[76] pauledawson
[64] crisis
[57] world
[53] #actonclimate
[44] one
[41] need
[40] change
[37] planet

Top Words in Tweet in G7:
[61] waiting
[48] citizensclimate
[36] world
[34] #actonclimate
[34] one
[30] hotter
[30] man
[30] wonders
[30] elected
[30] officials

Top Words in Tweet in G8:
[52] climate
[49] action
[47] #actonclimate
[36] wait
[30] senate
[30] bill
[30] again
[29] passed
[27] ma
[26] legislature

Top Words in Tweet in G9:
[132] climate
[106] omwisiikii_zoe
[102] forests
[90] #actonclimate
[86] dhabonajob
[85] #youthclimatedialogue
[79] deforestation
[79] oxfaminuganda
[77] change
[63] youth

Top Words in Tweet in G10:
[155] #actonclimate
[55] #watches4nature
[28] #gogreen
[20] climate
[16] #climatecrisis
[15] #climateactionnow
[14] #climatechange
[14] #facetheclimateemergency
[14] #lowwasteliving
[14] #ecofriendly

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[378] #solar,panels
[329] time,waste
[319] mikehudema,nature
[290] climate,change
[279] let's,protect
[271] #climate,#energy
[261] #actonclimate,#climate
[257] mikehudema,world
[247] co2,emissions
[230] bike,lane

Top Word Pairs in Tweet in G1:
[305] #solar,panels
[265] mikehudema,nature
[262] time,waste
[237] let's,protect
[216] #climate,#energy
[202] #actonclimate,#climate
[200] bike,lane
[199] south,korea
[199] korea,built
[199] built,bike

Top Word Pairs in Tweet in G2:
[166] pauledawson,first
[165] first,thing
[165] thing,need
[112] need,understand
[112] understand,emergency
[112] emergency,admit
[112] admit,fact
[112] fact,failed
[112] failed,humanity
[105] breached,global

Top Word Pairs in Tweet in G3:
[42] #timetoact,#actonclimate
[37] #actonclimate,#climateemergency
[34] epa,administrator
[32] interior,secretary
[30] #climateemergency,#climatecrisis
[28] #climatecrisis,#climateaction
[27] secretary,debhaalandnm
[27] debhaalandnm,stand
[27] stand,indigenous
[27] indigenous,communities

Top Word Pairs in Tweet in G4:
[28] #climateaction,#climatechange
[28] #climatechange,#climatecrisis
[24] climate,change
[24] #climatecrisis,#climatejustice
[23] attenborough's,stark
[23] stark,warning
[23] warning,#climatechange
[23] #climatechange,'it's
[23] 'it's,already
[23] already,late'

Top Word Pairs in Tweet in G5:
[85] classroom,built
[85] built,bricks
[85] bricks,made
[85] made,#plasticwaste
[85] #plasticwaste,nowthisnews
[85] nowthisnews,#sustainability
[85] #sustainability,#renewables
[83] #renewables,#plasticpollution
[82] mvollmer1,classroom
[79] #plasticpollution,#gr

Top Word Pairs in Tweet in G6:
[32] climate,crisis
[30] climate,change
[30] treat,climate
[30] crisis,crisis
[28] mikehudema,biden
[28] biden,treat
[28] crisis,gretathunberg
[28] gretathunberg,msnbc
[28] msnbc,politicians
[26] meet,mikaellefarias2

Top Word Pairs in Tweet in G7:
[30] hotter,world
[30] world,waiting
[30] waiting,one
[30] one,man
[30] man,wonders
[30] wonders,elected
[30] elected,officials
[30] officials,waiting
[29] citizensclimate,hotter
[18] climate,change

Top Word Pairs in Tweet in G8:
[37] climate,action
[36] action,wait
[26] ma,legislature
[26] legislature,knows
[26] knows,climate
[26] wait,senate
[26] senate,passed
[26] passed,#nextgenerationroadmap
[26] #nextgenerationroadmap,bill
[26] bill,again

Top Word Pairs in Tweet in G9:
[50] youth,climate
[50] climate,change
[45] #actonclimate,#youthclimatedialogue
[33] research,projects
[33] projects,shows
[26] tree,cover
[25] change,anything
[25] anything,pave
[25] pave,safe
[25] safe,future

Top Word Pairs in Tweet in G10:
[29] #actonclimate,#watches4nature
[26] #watches4nature,#actonclimate
[14] #lowwasteliving,#ecofriendly
[14] #ecofriendly,#lowwaste
[14] #lowwaste,#livinggreen
[14] #livinggreen,#wasteless
[14] #wasteless,#lowwastelifestyle
[14] #lowwastelifestyle,#reducereuserecycle
[14] #reducereuserecycle,#savetheearth
[14] #savetheearth,#gogreen

Top Replied-To
Top Replied-To in Entire Graph:
@mikehudema
@oxfaminuganda
@endelstamberg
@christinapolla8
@ladydoctorsays
@dawnroseturner
@ivokainkrieg
@risepdx
@hazloe3
@amazingchevvolt

Top Replied-To in G1:
@mikehudema

Top Replied-To in G3:
@mikehudema
@weatherprof
@epwcmte
@debhaalandnm
@stuartpstevens
@michael_s_regan

Top Replied-To in G4:
@amazingchevvolt
@hazloe3
@risepdx
@ivokainkrieg
@dawnroseturner
@eankitpandey
@secretarypete

Top Replied-To in G6:
@endelstamberg
@socalgas
@76
@gretathunberg

Top Replied-To in G7:
@repdeborahross
@t4america
@sentomcotton
@nytimes

Top Replied-To in G9:
@oxfaminuganda
@nfaug

Top Replied-To in G10:
@cleanairmoms_az

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@mvollmer1
@omwisiikii_zoe
@nowthisnews
@dhabonajob
@ethoslifestyle
@oxfaminuganda
@epa
@cleanairmoms

Top Mentioned in G1:
@mikehudema
@gretathunberg
@justintrudeau
@lightyear_cars
@watchextinction
@cleanenergycan
@msnbc
@canopyplanet
@klatubaradaniko

Top Mentioned in G2:
@pauledawson
@mikehudema
@oxeconrecovery
@ret_ward
@clim8invest
@lukgudmundsson
@gretathunberg
@michaelemann
@brian_ocall
@rhianmarithomas

Top Mentioned in G3:
@mikehudema
@epa
@debhaalandnm
@cleanairmoms
@interior
@michael_s_regan
@pauledawson
@joebiden
@epamichaelregan
@potus

Top Mentioned in G4:
@mikehudema
@pauledawson
@ethoslifestyle
@arikring
@jackthelad1947
@kashthefuturist
@charluv2011
@seth_leitman
@profraywills
@adamrogers2030

Top Mentioned in G5:
@mvollmer1
@nowthisnews
@shicooks
@cnet
@mikehudema
@sa
@mashable
@wef
@jblefevre60
@visualcap

Top Mentioned in G6:
@mikehudema
@pauledawson
@gretathunberg
@clim8invest
@msnbc
@mikaellefarias2
@climatepowers
@ethoslifestyle
@foodandwater
@worldresources

Top Mentioned in G7:
@citizensclimate
@verdantgrowth
@repbowman
@housescience
@mcat_olcv
@pauledawson
@nytimes
@umaine
@senatorburr
@senthomtillis

Top Mentioned in G8:
@enviroleaguema
@massclimate
@magnuscarlbring
@capenergypolicy
@alleghenyclima1
@tishjames
@johnpodesta
@yoca1000
@lcvoters
@pauledawson

Top Mentioned in G9:
@omwisiikii_zoe
@dhabonajob
@oxfaminuganda
@rita_arinaitwe
@nfaug
@fridays4futureu
@frenchembassyug
@greencampaignaf
@fre
@nemaug

Top Mentioned in G10:
@savepondhockey
@re_vermont
@imchauhan06

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@paoloigna1
@robinsnewswire
@mistersalesman
@bella623
@littlebytesnews
@thereal_rebel
@joni_looking
@evankirstel
@sddphoto

Top Tweeters in G1:
@mistersalesman
@caligirlleftie
@yarosisnancy
@chrisbrey1
@johnjoechad
@jjj5819
@shadowdogdesign
@tooboringstay
@cnbsnana
@purplegarter1

Top Tweeters in G2:
@kenkircher1
@drdaveanddee
@minhkular
@b1e56df9ce6549f
@scheerenberger
@kimvie
@ken_crichlow
@glasgow_watch
@carrybeyond
@wolfie_rankin

Top Tweeters in G3:
@oldlady12345
@bella623
@joni_looking
@lizditz
@astraea_styx
@reuters
@walmart
@all435reps
@legsluquis
@washingtonpost

Top Tweeters in G4:
@robinsnewswire
@evankirstel
@sddphoto
@lehimesa
@castellanosce
@dancas2
@chuddles11
@ggg_says
@morgfair
@business

Top Tweeters in G5:
@tess_blue815
@sergimagugliani
@bot_innovation
@nicochan33
@mashable
@akwyz
@shicooks
@gvalan
@xzpwedvhhh37i3c
@cnet

Top Tweeters in G6:
@willseattle
@grondavia
@foxnews
@drdind
@abc
@masterprogram1
@cnn
@nbcnews
@cbsnews
@aine

Top Tweeters in G7:
@honeymoongondol
@nytimes
@sds_sunlight
@annie5133
@kevinrns
@anonomouse1981
@janeinak
@avigalluna
@nobrtshnyobjs
@bangordailynews

Top Tweeters in G8:
@xaipe3
@theswprincess
@tommullen8
@berniebot_2020
@grumpygrumpyowl
@kilonova_gold
@grist
@carben_neil
@dgibber123
@jeanieosc

Top Tweeters in G9:
@revnickk
@piratemulwana
@dhabonajob
@physorg_com
@genoeric1
@frostproug
@victorveec
@hasasha_e
@janejacquec
@andyheald

Top Tweeters in G10:
@littlebytesnews
@feenwald
@stupormundi66
@jeanie31199
@infomgmtexec
@romaynephoenix
@scrappy406
@ivotoniut
@hollinsmargaret
@bernboomer