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actonclimate_2021-10-12_20-00-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/3FASnsO
@mikehudema
@gptnshl
@pauledawson
@melbourne_7
@jane__eden
@matthewvol
@jamesglenford3
@timguinee
@mulindwa_guy
@actonclimate

Top hashtags:
#actonclimate
#climateemergency
#climatecrisis
#stopline3
#solar
#climatechange

Description:
Description
The graph represents a network of 5,543 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, 13 October 2021 at 03:11 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 19-hour, 9-minute period from Friday, 08 October 2021 at 15:10 UTC to Tuesday, 12 October 2021 at 10:20 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 : 5543
Unique Edges : 4017
Edges With Duplicates : 15772
Total Edges : 19789
Number of Edge Types : 5
Replies to : 446
Mentions : 3684
MentionsInRetweet : 9123
Retweet : 6015
Tweet : 521
Self-Loops : 660
Reciprocated Vertex Pair Ratio : 0.00480512546716498
Reciprocated Edge Ratio : 0.00956429330499469
Connected Components : 148
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 5118
Maximum Edges in a Connected Component : 19193
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.568525
Graph Density : 0.00030632202433219
Modularity : 0.396153
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,543 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, 13 October 2021 at 03:11 UTC.

The requested start date was Wednesday, 13 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 19-hour, 9-minute period from Friday, 08 October 2021 at 15:10 UTC to Tuesday, 12 October 2021 at 10:20 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:
[317] https://www.theguardian.com/us-news/live/2021/oct/11/us-politics-indigenous-peoples-day-climate-crisis-live-latest
[53] https://www.instagram.com/accounts/login/
[35] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[35] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[34] https://www.usatoday.com/story/news/nation/2021/09/28/climate-change-study-kids-could-see-extreme-weather-events/5897362001/
[33] https://www.theguardian.com/environment/2021/sep/06/more-than-200-health-journals-call-for-urgent-action-on-climate-crisis
[29] https://www.washingtonpost.com/climate-environment/2021/09/26/change-disasters-kids-science-study/
[28] https://www.theguardian.com/commentisfree/2021/aug/09/ipcc-report-transforming-society-avert-catastrophe-net-zero
[25] https://www.climate.gov/news-features/blogs/beyond-data/2020-us-billion-dollar-weather-and-climate-disasters-historical
[23] https://www.scientificamerican.com/article/studies-sound-alarm-on-badly-out-of-date-fema-flood-maps/

Top URLs in Tweet in G1:
[15] https://www.theguardian.com/environment/2021/oct/06/fossil-fuel-industry-subsidies-of-11m-dollars-a-minute-imf-finds?fbclid=IwAR2iFNedNAsR0DxLiT1ZIBtf1nFAUTiAvCbOvBeXr5dVwq7YK0x7U2PWssE
[2] https://canopyplanet.org/200-dignitaries-call-for-immediate-protection-of-british-columbias-large-old-growth-forests/
[1] https://www.wri.org/insights/growth-renewable-energy-sector-explained
[1] https://www.greenpeace.org/international/act/lets-end-the-age-of-plastic/
[1] https://www.newsweek.com/record-hit-ice-melt-antarctica-day-climate-emergency-1479326?utm_medium=Social&utm_source=Twitter
[1] https://twitter.com/ABCmediawatch/status/1447512047420325892
[1] https://www.linkedin.com/slink?code=efq26CS5
[1] https://www.linkedin.com/slink?code=eJP7JMgb

Top URLs in Tweet in G2:
[316] https://www.theguardian.com/us-news/live/2021/oct/11/us-politics-indigenous-peoples-day-climate-crisis-live-latest
[35] https://coalitionforgreencapital.com/wp-content/uploads/Bounce-Back-Greener-The-Economic-Impact-Potential-of-a-Clean-Energy-Jobs-Fund-v3.pdf
[35] https://www.dw.com/en/climate-inaction-will-cost-g7-countries-billions/a-57800168
[33] https://www.usatoday.com/story/news/nation/2021/09/28/climate-change-study-kids-could-see-extreme-weather-events/5897362001/
[33] https://www.theguardian.com/environment/2021/sep/06/more-than-200-health-journals-call-for-urgent-action-on-climate-crisis
[29] https://www.washingtonpost.com/climate-environment/2021/09/26/change-disasters-kids-science-study/
[28] https://www.theguardian.com/commentisfree/2021/aug/09/ipcc-report-transforming-society-avert-catastrophe-net-zero
[25] https://www.climate.gov/news-features/blogs/beyond-data/2020-us-billion-dollar-weather-and-climate-disasters-historical
[23] https://www.scientificamerican.com/article/studies-sound-alarm-on-badly-out-of-date-fema-flood-maps/
[20] https://www.theguardian.com/food/2021/sep/30/coffee-bean-price-spike-just-a-taste-of-whats-to-come-with-climate-change

Top URLs in Tweet in G3:
[3] https://thehill.com/opinion/energy-environment/576130-disaster-fatigue-is-getting-worse-with-more-billion-dollar-extreme
[2] https://www.theguardian.com/environment/2021/oct/06/fossil-fuel-industry-subsidies-of-11m-dollars-a-minute-imf-finds
[2] https://www.senate.gov/senators/index.htm
[1] https://twitter.com/flgrny/status/1447343984175722497
[1] https://twitter.com/timguinee/status/1447337363127029764
[1] https://twitter.com/messages/media/1447339670669570053
[1] https://twitter.com/PatrickAMazza/status/1447617481988665345
[1] https://www.huffpost.com/entry/pope-francis-tells-lawmakers-to-get-their-act-together-on-climate-change_n_6161bfd9e4b0c1ab4bb4cb6d?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[1] https://www.huffpost.com/entry/environmental-voters_n_60523a97c5b6f2f91a2e4d09?ncid=engmodushpmg00000004
[1] https://www.vox.com/22685920/democrats-infrastructure-build-back-better-climate-change?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G4:
[4] https://www.theguardian.com/environment/2020/sep/21/worlds-richest-1-cause-double-co2-emissions-of-poorest-50-says-oxfam?CMP=share_btn_tw
[3] https://time.com/5622632/thwaites-glacier-antarctica-melting/?xid=tcoshare
[2] https://e360.yale.edu/features/avoiding-a-ghastly-future-hard-truths-on-the-state-of-the-planet
[2] https://www.theguardian.com/business/2020/dec/17/lloyds-market-to-quit-fossil-fuel-insurance-by-2030
[2] https://www.livescience.com/antarctica-ice-free-climate-change.html
[2] https://www.reuters.com/article/uk-norway-oil-idUKKBN29O0O2
[2] https://www.smh.com.au/environment/climate-change/poor-nations-go-for-solar-wind-at-twice-the-rate-of-rich-ones-20141029-11ddhq.html
[2] https://act.greenpeace.org/page/62324/petition/1?locale=en-US&utm_campaign=overconsumption&campaign_project=food&utm_source=t.co&utm_medium=post&utm_term=read&utm_content=link&content_specific=ecomenu.signup.twitter&ea.tracking.id=en_overconsumption_food_t.co_post_20200610_read_link_ecomenu.signup.twitter
[1] https://www.bbc.co.uk/news/science-environment-53140069
[1] https://theconversation.com/sea-levels-are-rising-fastest-in-big-cities-heres-why-157077?utm_source=twitter&utm_medium=bylinetwitterbutton

Top URLs in Tweet in G5:
[7] https://www.youtube.com/watch?v=WdSmnlVC_yk&feature=youtu.be

[6] https://rpujolviven.blogspot.com/2017/03/temperature-and-survival.html
[5] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[5] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[5] https://www.nationalgeographic.com/environment/article/how-climate-models-got-so-accurate-they-earned-a-nobel-prize
[4] https://www.theguardian.com/environment/2021/oct/06/fossil-fuel-industry-subsidies-of-11m-dollars-a-minute-imf-finds
[4] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[4] https://www.rainforest-rescue.org/petitions/1246/congo-rainforest-to-be-felled-despite-international-climate-funding-help-us-stop-it?t=361
[4] https://www.farminglife.com/country-and-farming/qub-explore-willow-in-race-to-net-zero-3413003
[4] https://www.youtube.com/watch?v=X9gFAU3NQIg&feature=youtu.be


Top URLs in Tweet in G6:
[53] https://www.instagram.com/accounts/login/
[2] https://www.youtube.com/watch?v=cwzRWfLciaA&feature=youtu.be

[2] https://www.un.org/development/desa/indigenouspeoples/wp-content/uploads/sites/19/2018/11/UNDRIP_E_web.pdf
[1] https://canopyplanet.org/200-dignitaries-call-for-immediate-protection-of-british-columbias-large-old-growth-forests/
[1] https://twitter.com/hotelmirabot/status/1446927910452011014
[1] https://twitter.com/lobowolfgoat/status/1442757312272207872
[1] https://www.ctvnews.ca/canada/b-c-doesn-t-need-advice-from-twerking-singer-miley-cyrus-clark-1.2557357
[1] https://twitter.com/Lidsville/status/1435844104177561600
[1] https://twitter.com/lobowolfgoat/status/1447384299292950529
[1] https://twitter.com/Neeraj10z/status/1445326632303030274

Top URLs in Tweet in G8:
[1] https://twitter.com/hyvansaanaikana/status/1053976935666200577
[1] https://www.kgw.com/video/entertainment/television/programs/straight-talk/straight-talk-youth-climate-activists-call-on-gov-brown-odot-to-fight-climate-change-by-stopping-freeway-expansion/283-d26eea31-b867-4a6f-a3cf-fc84fd21bb06?jwsource=twi
[1] https://www.npr.org/2021/10/07/1015460605/gas-stove-emissions-climate-change-health-effects
[1] https://www.youtube.com/watch?v=SAHsnsxlL_o

[1] https://twitter.com/ClimateReality/status/1445878282935803905
[1] https://twitter.com/cz_binance/status/1446975359359098885
[1] https://youtu.be/konxKx-HKLM
[1] https://twitter.com/apompliano/status/1447756530711937024
[1] https://twitter.com/MikeHudema/status/1447226453167427592
[1] https://www.youtube.com/watch?v=jaOD82EusVA&feature=youtu.be


Top URLs in Tweet in G9:
[3] https://the-pen.co/make-cop-26-count/
[1] https://www.eco-business.com/news/how-much-do-southeast-asians-care-about-environmental-and-social-issues/
[1] https://twitter.com/David_Ritter/status/1447379699760459778
[1] https://twitter.com/columbiaclimate/status/1446482826153627653
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=607831bf-2a28-11ec-b557-7a7668686a4e&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0xMC0xMC91LXMtdG8taW52ZXN0LWJpbGxpb25zLWluLWNsZWFuLWVuZXJneS1pbm5vdmF0aW9ucw==
[1] https://twitter.com/animaeok/status/1447343058849177602

Top URLs in Tweet in G10:
[5] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[2] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[2] https://rpujolviven.blogspot.com/2014/03/the-carbon-bubble.html
[1] https://rpujolviven.blogspot.com/2017/02/spring-asthenia-in-fifth-of-february.html
[1] https://phys.org/news/2019-02-pollution-deaths-linked-diesel.html
[1] https://rpujolviven.blogspot.com/2014/11/coal-drug-for-mankind-very-difficult-to.html
[1] https://www.theguardian.com/australia-news/2021/apr/26/australian-super-funds-to-vote-against-company-directors-not-tackling-climate-crisis
[1] https://rpujolviven.blogspot.com/2017/12/tomorrow-is-now.html
[1] https://theplanet.substack.com/p/12-reasons-why-2020-was-a-bad-year
[1] https://rpujolviven.blogspot.com/2017/03/temperature-and-survival.html

Top Domains
Top Domains in Tweet in Entire Graph:
[488] theguardian.com
[189] twitter.com
[60] blogspot.com
[60] washingtonpost.com
[53] instagram.com
[36] dw.com
[35] youtube.com
[35] coalitionforgreencapital.com
[34] usatoday.com
[25] climate.gov

Top Domains in Tweet in G1:
[15] theguardian.com
[2] canopyplanet.org
[2] linkedin.com
[1] wri.org
[1] greenpeace.org
[1] newsweek.com
[1] twitter.com

Top Domains in Tweet in G2:
[425] theguardian.com
[52] washingtonpost.com
[36] dw.com
[35] coalitionforgreencapital.com
[33] usatoday.com
[33] twitter.com
[25] climate.gov
[25] scientificamerican.com
[14] youtube.com
[13] marketwatch.com

Top Domains in Tweet in G3:
[8] twitter.com
[3] thehill.com
[3] huffpost.com
[2] theguardian.com
[2] senate.gov
[1] vox.com
[1] cnn.com

Top Domains in Tweet in G4:
[6] theguardian.com
[6] twitter.com
[3] time.com
[3] reuters.com
[2] yale.edu
[2] livescience.com
[2] theconversation.com
[2] com.au
[2] greenpeace.org
[1] co.uk

Top Domains in Tweet in G5:
[41] blogspot.com
[40] twitter.com
[33] theguardian.com
[15] youtube.com
[13] com.au
[8] org.au
[7] lighterfootprints.org
[7] nytimes.com
[6] nationalgeographic.com
[5] theconversation.com

Top Domains in Tweet in G6:
[53] instagram.com
[7] twitter.com
[2] youtube.com
[2] un.org
[1] canopyplanet.org
[1] ctvnews.ca
[1] ckpgtoday.ca

Top Domains in Tweet in G8:
[6] twitter.com
[2] youtube.com
[2] theguardian.com
[2] insideclimatenews.org
[1] kgw.com
[1] npr.org
[1] youtu.be
[1] nbcnews.com
[1] humboldt-foundation.de
[1] greenclimate.fund

Top Domains in Tweet in G9:
[3] the-pen.co
[3] twitter.com
[1] eco-business.com
[1] bloomberg.com

Top Domains in Tweet in G10:
[15] blogspot.com
[1] phys.org
[1] theguardian.com
[1] substack.com
[1] mongabay.com
[1] twitter.com
[1] business-standard.com
[1] salon.com
[1] cnn.com
[1] cmegroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2725] actonclimate
[1525] climateemergency
[604] climatecrisis
[415] stopline3
[312] solar
[240] climatechange
[227] buildbackbetter
[207] nature
[162] climatesolutions
[151] oldgrowth



Top Hashtags in Tweet in G1:
[1143] climateemergency
[236] solar
[164] nature
[105] california
[95] china
[90] solarpower
[87] copenhagen
[87] ottawa
[87] trees
[57] actonclimate

Top Hashtags in Tweet in G2:
[1849] actonclimate
[405] stopline3
[343] climatecrisis
[172] buildbackbetter
[135] climatechange
[119] climatesolutions
[78] ourclimatemoment
[55] jobcreation
[46] fossilfreefinanceact
[38] climateemergency

Top Hashtags in Tweet in G3:
[71] jobcreation
[48] climatecrisis
[41] actonclimate
[41] climatesolutions
[10] ourclimatemoment
[8] buildbackbetter
[8] climateemergency
[2] solar
[2] china
[2] climateaction

Top Hashtags in Tweet in G4:
[46] actonclimate
[32] climateemergency
[23] climatechange
[18] solar
[8] china
[8] solarpower
[7] climatecrisis
[6] keepitintheground
[6] copenhagen
[6] ottawa

Top Hashtags in Tweet in G5:
[157] actonclimate
[88] climatecrisis
[71] climateemergency
[49] climatechange
[46] climateaction
[33] cop26
[30] auspol
[26] climate
[25] globalwarming
[23] climatejustice

Top Hashtags in Tweet in G6:
[151] oldgrowth
[146] actonclimate
[91] savetheowlhouse
[90] truedough
[86] fairycreek
[84] tealjones
[81] startreklowerdecks
[80] jokesaside
[77] savefairycreek
[72] weird

Top Hashtags in Tweet in G7:
[107] climateemergency
[27] actonclimate
[27] uprootthesystem
[26] actnow
[1] climatecrisis
[1] climate
[1] energy
[1] greennewdeal
[1] buildbackbetter
[1] actionnotwords

Top Hashtags in Tweet in G8:
[43] actonclimate
[20] climate
[15] orclimateaction
[10] climateemergency
[10] climatechange
[8] cop26
[8] climatecrisis
[5] climatejusticenow
[4] act
[4] letsgetreal

Top Hashtags in Tweet in G9:
[8] actonclimate
[2] climateemergency
[2] cop26
[2] greenrecovery
[2] leadonclimate
[2] greenfinance
[1] fightfor1point5
[1] buildbackbetter
[1] climatechange
[1] bipoc

Top Hashtags in Tweet in G10:
[15] actonclimate
[12] climateemergency
[11] climatecrisis
[6] solar
[4] climateaction
[4] electricity
[4] climate
[4] spain
[3] climatechange
[3] co2

Top Words
Top Words in Tweet in Entire Graph:
[2920] mikehudema
[2725] #actonclimate
[2013] stop
[1636] time
[1622] climate
[1525] #climateemergency
[1476] years
[1413] day
[1309] worth
[1300] come

Top Words in Tweet in G1:
[2612] mikehudema
[1182] day
[1179] stop
[1143] #climateemergency
[1140] worth
[1120] come
[1116] years
[1110] single
[1101] time
[1089] delays

Top Words in Tweet in G2:
[1849] #actonclimate
[982] climate
[604] reconciliation
[490] budget
[486] support
[476] stop
[435] energy
[433] destructive
[432] treaty
[431] rights

Top Words in Tweet in G3:
[201] senategop
[200] senatedems
[172] sen_joemanchin
[152] climate
[139] senatorsinema
[115] spending
[114] budget
[114] reconciliation
[81] counting
[81] last

Top Words in Tweet in G4:
[292] pauledawson
[132] years
[128] world's
[125] world
[124] insurance
[92] mikehudema
[88] more
[81] stop
[80] norway
[76] nothing

Top Words in Tweet in G5:
[157] #actonclimate
[120] climate
[88] #climatecrisis
[71] #climateemergency
[49] #climatechange
[46] #climateaction
[44] time
[34] 000
[33] #cop26
[33] more

Top Words in Tweet in G6:
[163] old
[156] forests
[152] growth
[151] #oldgrowth
[149] british
[146] #actonclimate
[94] continue
[91] iconic
[91] #savetheowlhouse
[90] #truedough

Top Words in Tweet in G7:
[131] time
[109] years
[107] #climateemergency
[106] come
[106] day
[106] stop
[105] oman
[105] worth
[105] rain
[105] down

Top Words in Tweet in G8:
[43] #actonclimate
[30] climate
[26] great
[24] gretathunberg
[20] #climate
[16] mikehudema
[15] #orclimateaction
[14] mcat_olcv
[14] see
[13] many

Top Words in Tweet in G9:
[53] people
[49] greenpeace
[34] more
[34] 76
[34] million
[34] affected
[34] severe
[34] flooding
[34] china
[34] northern

Top Words in Tweet in G10:
[15] #actonclimate
[15] stop
[14] mikehudema
[12] #climateemergency
[11] #climatecrisis
[9] arikring
[9] pauledawson
[8] power
[7] world
[6] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1254] single,day
[1243] stop,delays
[1241] time,stop
[1240] oman,years
[1240] years,worth
[1240] worth,rain
[1240] rain,come
[1240] come,down
[1240] down,single
[1240] day,#climateemergency

Top Word Pairs in Tweet in G1:
[1095] single,day
[1088] stop,delays
[1086] time,stop
[1085] oman,years
[1085] years,worth
[1085] worth,rain
[1085] rain,come
[1085] come,down
[1085] down,single
[1085] day,#climateemergency

Top Word Pairs in Tweet in G2:
[472] budget,reconciliation
[431] #actonclimate,stop
[430] stop,infringing
[430] treaty,rights
[430] rights,destructive
[427] destructive,pipelines
[405] pipelines,#stopline3
[388] infringing,treaty
[342] clean,energy
[320] climate,solutions

Top Word Pairs in Tweet in G3:
[199] senatedems,senategop
[117] sen_joemanchin,senatorsinema
[114] budget,reconciliation
[81] counting,budget
[80] reconciliation,last
[80] last,best
[80] best,hope
[80] hope,substantive
[80] alyssa_milano,senatedems
[74] senategop,counting

Top Word Pairs in Tweet in G4:
[66] world's,richest
[66] richest,cause
[66] cause,double
[66] double,co2
[66] co2,emissions
[66] emissions,poorest
[66] poorest,50
[66] 50,radical
[66] radical,idea
[66] idea,maybe

Top Word Pairs in Tweet in G5:
[21] climate,change
[20] 000,000
[17] climate,action
[15] #climatecrisis,#climateemergency
[15] #actonclimate,#climatecrisis
[14] net,zero
[14] #actonclimate,#climateemergency
[13] #climateemergency,#globalwarming
[13] comes,thousands
[12] #climateemergency,#actonclimate

Top Word Pairs in Tweet in G6:
[152] old,growth
[151] growth,forests
[91] iconic,old
[89] #truedough,#savetheowlhouse
[84] british,columbia
[84] #oldgrowth,#tealjones
[83] #tealjones,#truedough
[80] #jokesaside,#oldgrowth
[78] #startreklowerdecks,#jokesaside
[74] #savefairycreek,#startreklowerdecks

Top Word Pairs in Tweet in G7:
[105] oman,years
[105] years,worth
[105] worth,rain
[105] rain,come
[105] come,down
[105] down,single
[105] single,day
[105] day,#climateemergency
[105] #climateemergency,time
[105] time,stop

Top Word Pairs in Tweet in G8:
[12] great,see
[11] #orclimateaction,great
[11] reasons,grandchildren
[11] grandchildren,trouble
[11] trouble,unwilling
[11] unwilling,sacrifice
[11] sacrifice,lifestyle
[11] lifestyle,misinformation
[10] mcat_olcv,#orclimateaction
[10] climate,change

Top Word Pairs in Tweet in G9:
[34] more,76
[34] 76,million
[34] million,people
[34] people,affected
[34] affected,severe
[34] severe,flooding
[34] flooding,china
[34] china,northern
[34] northern,shanxi
[34] shanxi,province

Top Word Pairs in Tweet in G10:
[5] #climatecrisis,#climateemergency
[5] amazingchevvolt,oldgraham1
[5] oldgraham1,mwt2008
[5] mwt2008,mslonesomeblues
[5] mslonesomeblues,fss_tech
[5] fss_tech,profraywills
[5] profraywills,kashthefuturist
[5] kashthefuturist,paula_piccard
[4] late,stop
[4] stop,temperatures

Top Replied-To
Top Replied-To in Entire Graph:
@sen_joemanchin
@senatorsinema
@senatedems
@potus
@rephoulahan
@marshablackburn
@repjasoncrow
@kooyongvotes
@actonclimate
@raquelteran

Top Replied-To in G1:
@emmadesaram

Top Replied-To in G2:
@sen_joemanchin
@senatorsinema
@potus
@repjasoncrow
@rephoulahan
@marshablackburn
@senatorcantwell
@vp
@repteddeutch
@repveasey

Top Replied-To in G3:
@sen_joemanchin
@annabelle151715
@senategop
@senatedems

Top Replied-To in G4:
@edward44887654
@link03lax
@chriscartw83

Top Replied-To in G5:
@actonclimatevic
@kooyongvotes
@actonclimate
@danilic
@dylanjmcconnell
@laura_r_chung
@litefootprints
@reclaimanglesea
@marquelawyers
@cfiss_

Top Replied-To in G6:
@savefairycreek
@alextyrrellpvq
@lidsville
@eriksolheim
@commonsbc

Top Replied-To in G8:
@climatereality
@defendourfuture
@nayonsorkarbd
@dominikalasota1
@fortuashla

Top Replied-To in G9:
@tilly64
@thegef
@envdefensefund
@aaaaleft

Top Replied-To in G10:
@risepdx
@amazingchevvolt

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@sen_joemanchin
@senatorsinema
@timguinee
@senatedems
@senategop
@gptnshl
@senschumer
@sengillibrand

Top Mentioned in G1:
@mikehudema
@bcndp
@jjhorgan
@tooopmedia
@public_citizen
@greenthechurch
@timguinee
@profdmcinnes

Top Mentioned in G2:
@gptnshl
@timguinee
@senatorsinema
@sen_joemanchin
@senschumer
@sengillibrand
@senatorbaldwin
@senronjohnson
@l_faulk
@senmarkkelly

Top Mentioned in G3:
@senategop
@senatedems
@sen_joemanchin
@senatorsinema
@alyssa_milano
@chelseahandler
@timguinee
@rmayemsinger
@joncoopertweets
@sencapito

Top Mentioned in G4:
@pauledawson
@mikehudema
@wakiodorcas
@billmckibben
@michaelemann
@sunrisemvmt
@khayhoe
@geraldkutney
@doctorvive
@dsaecosocialism

Top Mentioned in G5:
@scottmorrisonmp
@mikehudema
@actonclimatevic
@litefootprints
@potus
@govmlg
@myzerocarbon
@youtube
@davidtomkins
@theoxygenproj

Top Mentioned in G6:
@mikkoalanne
@lobowolfgoat
@mikehudema
@harveylockewild
@ericstoltz
@jjhorgan
@dashni_morad
@apoorvomartist
@bcndp
@lidsville

Top Mentioned in G7:
@mulindwa_guy
@brothadestin
@mikehudema
@pauledawson
@greenpeace
@mikkoalanne
@ibraheemlass

Top Mentioned in G8:
@gretathunberg
@mikehudema
@mcat_olcv
@financecarbon
@ethoslifestyle
@adahcrandall
@wilsonxcassie
@climatereality
@cop26
@algore

Top Mentioned in G9:
@greenpeace
@repdarrensoto
@wgarnews
@julieoz836
@michaelwestbiz
@actonclimate
@justheragain
@afca_forests
@aileenwalsh16
@ajplus

Top Mentioned in G10:
@mikehudema
@arikring
@pauledawson
@profraywills
@oldgraham1
@mwt2008
@mslonesomeblues
@fss_tech
@kashthefuturist
@paula_piccard

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@lennaleprena
@cagney1991
@geoffrey_payne
@7b73f39b85e1415
@joni_looking
@mhall55nine
@joepranaitis
@thepoliticalcat
@sddphoto

Top Tweeters in G1:
@mhall55nine
@thepoliticalcat
@chrisbrey1
@saragomezaranci
@sandradunn1955
@3wombats
@b1e56df9ce6549f
@jjj5819
@tadrow
@wally_wests

Top Tweeters in G2:
@oldlady12345
@rosenchild
@thehill
@pas5974
@geegeebythesea
@jfsebastian146
@allan_crawshaw
@areck0001
@fox10phoenix
@khou

Top Tweeters in G3:
@cagney1991
@7b73f39b85e1415
@joepranaitis
@givemepie360
@johangreg
@girlzinger
@michelejeanson1
@meeksvs
@noybsk2017
@brandonmscales

Top Tweeters in G4:
@lennaleprena
@drdaveanddee
@glasgow_watch
@blanketcrap
@albertarabbit
@funnagan
@uscgamecockboy
@persistentpengn
@gadflyquebec
@drdind

Top Tweeters in G5:
@joni_looking
@fehowarth
@betzmyboyblue11
@nytimes
@mashable
@latimes
@heb2205
@ewestaway
@eco1start
@marxdeane

Top Tweeters in G6:
@shirfire218
@changetocindy
@dawnroseturner
@notacquiescing
@wavetop
@ctvnews
@peepsqueak
@deborahskyrim
@daveunger3
@cbcnewsbc

Top Tweeters in G7:
@bunrxm
@animesh1977
@btkrth
@fuzzywuzzyto
@terajits
@quailcrown
@cruise_peter
@nycjulienyc
@ciiaqaplfraser
@briantrice

Top Tweeters in G8:
@guardian
@protectingterra
@kgwnews
@npr
@laurelrusswurm
@sdxpdx
@natalieben
@veganjade
@climatereality
@dimpled_candy

Top Tweeters in G9:
@all435reps
@wgarnews
@avonan
@wwf
@rockslashjeffry
@ern_malleyscrub
@forgerat
@whterbbnadvocat
@jamtartladyharp
@benjamindstone

Top Tweeters in G10:
@geoffrey_payne
@sddphoto
@evankirstel
@morgfair
@ken_crichlow
@npsusa
@cberrl
@normanbuffong
@mlczone
@amazingchevvolt