#climatechange, Twitter, 7/29/2021 12:45:40 AM, 258990


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#climatechange_2021-07-28_17-08-00.xlsx
#climatechange_2021-07-28_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/2Vlpzli
@jfsebastian146
@jane__eden
@hamidmirpak
@laurie_garrett
@aaravseth_
@ipcc_ch
@mikehudema
@pauledawson
@geraldkutney
@eco1start

Top hashtags:
#climatechange
#climatecrisis
#climateaction
#environment
#climateemergency

Description:
Description
The graph represents a network of 7,784 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 00:25 UTC.

The requested start date was Thursday, 29 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 2-day, 5-hour, 5-minute period from Monday, 26 July 2021 at 03:07 UTC to Wednesday, 28 July 2021 at 08:13 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 : 7784
Unique Edges : 5431
Edges With Duplicates : 12167
Total Edges : 17598
Number of Edge Types : 5
Retweet : 5410
MentionsInRetweet : 7138
Tweet : 1950
Mentions : 2860
Replies to : 240
Self-Loops : 2078
Reciprocated Vertex Pair Ratio : 0.0148947652455478
Reciprocated Edge Ratio : 0.029352334361374
Connected Components : 1182
Single-Vertex Connected Components : 552
Maximum Vertices in a Connected Component : 5187
Maximum Edges in a Connected Component : 14036
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.595069
Graph Density : 0.000155208884781824
Modularity : 0.508175
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,784 Twitter users whose tweets in the requested range contained "#climatechange", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 29 July 2021 at 00:25 UTC.

The requested start date was Thursday, 29 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 2-day, 5-hour, 5-minute period from Monday, 26 July 2021 at 03:07 UTC to Wednesday, 28 July 2021 at 08:13 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 : #climatechange
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:
[43] https://twinybots.ch/
[30] https://www.timescolonist.com/doctors-air-pollution-experts-forecast-worsening-health-effects-of-wildfire-smoke-1.24346066
[27] https://www.thestar.com/opinion/contributors/2021/07/26/evidence-is-clear-climate-change-is-the-top-threat-to-our-health.html?utm_source=Twitter
[20] https://cleantechnica.com/2021/07/26/hot-start-to-olympics-raises-health-concerns/#ElectricVehicles
[17] https://us02web.zoom.us/.../reg.../WN_WlXbbDkPQmmltKP90uXZpQ
[11] https://www.solespire.com/articles/ai-and-sustainability-working-together-to-save-the-planet/
[10] https://www.bbc.co.uk/news/science-environment-57944015
[9] https://www.theguardian.com/us-news/2021/jul/27/salmon-boiled-alive-pacific-north-west-heatwave-video
[9] https://www.scientificamerican.com/article/enlist-the-ocean-in-combatting-climate-change-experts-and-advocates-argue/
[7] https://www.bbc.com/news/science-environment-57944015

Top URLs in Tweet in G1:
[20] https://www.thestar.com/opinion/contributors/2021/07/26/evidence-is-clear-climate-change-is-the-top-threat-to-our-health.html?utm_source=Twitter
[18] https://twinybots.ch/
[18] https://www.timescolonist.com/doctors-air-pollution-experts-forecast-worsening-health-effects-of-wildfire-smoke-1.24346066
[8] https://cleantechnica.com/2021/07/26/hot-start-to-olympics-raises-health-concerns/#ElectricVehicles
[6] https://futurism.com/the-byte/us-another-brutal-heat-wave
[5] https://www.medscape.com/viewarticle/955363?src=soc_tw_210727_mscpedt_news_mdscp_dementia&faf=1
[4] https://blog.immortalartist.com/p/world-storm-washington-dc.html
[4] https://slate.com/technology/202
[4] https://slate.com/news-and-politics/2021/07/huge-wildfires-burn-dixie-bootleg-heat-dome.html
[3] https://www.theguardian.com/environment/2021/may/31/human-induced-global-heating-causes-over-third-heat-deaths

Top URLs in Tweet in G2:
[5] https://s.surveyplanet.com/tjTHnejah
[4] https://www.youtube.com/watch?v=rTmDa7QpcCM

[4] https://rpujolviven.blogspot.com/2017/03/temperature-and-survival.html
[3] https://thehill.com/opinion/energy-environment/565033-will-our-food-break-the-climate-or-save-it
[3] https://www.undp.org/blogs/could-climate-change-mean-more-violent-extremism
[3] https://www.bbc.com/news/science-environment-57944015
[3] https://www.bbc.co.uk/news/av/uk-scotland-57991442
[3] https://rpujolviven.blogspot.com/2014/11/is-fresh-water-ending-in-world-no-but.html
[3] https://twitter.com/OversightDems/status/1420157053784367109
[3] https://lpadesignstudios.com/videos/keith-hempel-five-tips-for-meeting-the-2030-commitment

Top URLs in Tweet in G3:
[16] https://twinybots.ch/
[8] https://cleantechnica.com/2021/07/26/hot-start-to-olympics-raises-health-concerns/#ElectricVehicles
[5] https://www.bbc.co.uk/news/science-environment-57944015
[5] https://www.thestar.com/opinion/contributors/2021/07/26/evidence-is-clear-climate-change-is-the-top-threat-to-our-health.html?utm_source=Twitter
[4] https://www.instagram.com/accounts/login/
[3] https://www.timescolonist.com/doctors-air-pollution-experts-forecast-worsening-health-effects-of-wildfire-smoke-1.24346066
[3] https://www.universityworldnews.com/post.php?story=2021072020010737&utm_source=twitter&utm_medium=social&utm_campaign=uwn-AF323
[2] https://www.bbc.co.uk/news/business-57935608
[2] Weekly
[2] https://grist.org/article/is-climate-change-happening-faster-than-expected-a-climate-scientist-explains/

Top URLs in Tweet in G4:
[6] https://twinybots.ch/
[6] https://www.skyhinews.com/news/ski-industry-leaders-come-together-to-combat-climate-change/
[5] https://www.scientificamerican.com/article/enlist-the-ocean-in-combatting-climate-change-experts-and-advocates-argue/
[4] https://axisenergy.in/
[3] https://cleantechnica.com/2021/07/26/hot-start-to-olympics-raises-health-concerns/#ElectricVehicles
[3] https://cleantechnica.com/2021/07/27/elon-musk-tesla-is-like-the-baskin-robbins-of-batteries/#ElectricVehicles
[3] https://thewest.com.au/business/energy/global-lng-market-faces-shake-up-from-japans-green-shift-ng-b881946945z
[3] https://www.weforum.org/agenda/2020/01/a-clean-energy-future-with-hydrogen-could-be-closer-than-we-think/
[2] https://www.forbes.com/sites/markminevich/2021/03/31/ai-champions-driving-new-industry-solutions-for-climate-change/?sh=633f8b6f4f66
[2] https://www.weforum.org/agenda/2020/07/edible-forests-climate-change-world-hunger

Top URLs in Tweet in G5:
[14] https://us02web.zoom.us/.../reg.../WN_WlXbbDkPQmmltKP90uXZpQ
[4] https://www.medicalnewstoday.com/articles/climate-change-and-toxic-pollution-which-countries-are-most-at-risk?utm_medium=social&utm_source=twitter&utm_campaign=social-sharebar-referred-desktop
[4] https://grist.org/article/is-climate-change-happening-faster-than-expected-a-climate-scientist-explains/
[3] https://www.weforum.org/agenda/2021/06/blockchain-can-help-us-beat-climate-change-heres-how/
[3] https://www.mic.com/p/amid-daily-reports-of-catastrophe-americans-are-finally-starting-to-realize-climate-change-is-bad-82578302?utm_campaign=mic-check-2021-7-23&utm_medium=mic&utm_source=newsletter&utm_session=aebb809b-5b57-45eb-8617-c731b052162d
[3] https://turtlelute.medium.com/the-charles-darwin-foundation-f16816de1789?source=rss------blockchain-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.hindustantimes.com/india-news/india-skips-key-meet-on-climate-change-101627411280069.html?utm_source=twitter&utm_medium=social&utm_campaign=ht_AMP
[3] https://www.counterfire.org/articles/analysis/22498-will-extreme-weather-be-a-wake-up-call
[3] https://www.joyofsustainability.com/
[3] https://zoom.us/webinar/register/WN_k6WsLVRuQHW21K9kxHOQRg

Top URLs in Tweet in G6:
[5] https://www.timescolonist.com/doctors-air-pollution-experts-forecast-worsening-health-effects-of-wildfire-smoke-1.24346066
[3] https://climate.nasa.gov/effects/
[3] https://wemeantoclean.blogspot.com/2019/05/watering-and-maintenance-of-rani-bagh.html
[2] https://markmarchand-upstateny.com/climate-change-in-social-media-one-mans-pursuit-of-truth/
[2] https://www.cnn.com/2021/07/20/world/climate-change-extreme-weather-speed-cmd-intl/index.html
[2] https://dan.com/buy-domain/climateactivism.org?redirected=true&tld=org
[2] https://greenstories.co.in/why-is-the-weather-so-weird-its-climate-change/
[2] https://greenstories.co.in/climate-action-with-100-days-to-cop26-summit/
[1] https://twitter.com/ScienceNotDogma/status/1419676525289369616
[1] https://www.centralmaine.com/2021/07/27/maine-voices-corporate-polluters-should-pay-the-tab-for-maines-climate-damages/

Top URLs in Tweet in G7:
[1] https://twitter.com/nadeemmalik/status/1420276593977700354

Top URLs in Tweet in G8:
[2] https://www.livescience.com/antarctica-ice-free-climate-change.html
[1] https://twitter.com/b15469357/status/1419399843483619332
[1] https://twitter.com/emergenzavvf/status/1419321360510328833
[1] https://www.youtube.com/watch?v=Mp1JGqp7YMI&feature=youtu.be

[1] https://twitter.com/climateguyw/status/1419743697965551620
[1] https://twitter.com/LuigiMastro_/status/1419994821515743233
[1] https://twitter.com/EKMeteo/status/1420101470201028612
[1] https://e360.yale.edu/features/as-climate-changes-worsens-a-cascade-of-tipping-points-looms
[1] https://e360.yale.edu/features/avoiding-a-ghastly-future-hard-truths-on-the-state-of-the-planet
[1] https://www.bbc.co.uk/news/science-environment-53140069

Top URLs in Tweet in G9:
[2] https://foreignpolicy.com/2021/07/12/american-west-heatwave-drought-climate-change/
[2] https://www.patreon.com/posts/how-economists-54022508
[2] https://onetreeplanted.org/
[1] https://www.kqed.org/news/11882312/lake-oroville-shows-the-shocking-face-of-californias-drought
[1] https://yaleclimateconnections.org/2021/07/extreme-rainfall-in-china-over-25-inches-falls-in-24-hours-leaving-33-dead/
[1] https://www.nytimes.com/2021/07/17/climate/heatwave-weather-hot.html
[1] https://bit.ly/3y60ols
[1] https://twitter.com/Plant4Pak/status/1420074581696688128
[1] https://mfaiq.jimdofree.com/grow-a-plant/
[1] https://www.theguardian.com/us-news/2021/jul/27/salmon-boiled-alive-pacific-north-west-heatwave-video

Top URLs in Tweet in G10:
[10] https://www.solespire.com/articles/ai-and-sustainability-working-together-to-save-the-planet/
[6] https://phys.org/news/2021-07-global-result-stronger-frequent-heatwaves.html
[6] https://www.finextra.com/newsarticle/37573/fintechs-role-in-paris-agreement-success-and-restoration-of-nature-at-scale
[5] https://phys.org/news/2021-07-anthropogenic-climate-affects-marine-plankton.html
[5] http://gpwx.news/7h2ea
[4] https://www.theguardian.com/us-news/2021/jul/27/salmon-boiled-alive-pacific-north-west-heatwave-video
[4] http://inhabitat.com/the-10-countries-most-and-least-threatened-by-climate-change/
[4] http://gpwx.news/03htd
[3] https://www2.slideshare.net/CoolGus/survival-essentials-you-must-have-249810632
[3] https://www.wizkidconsultants.com/renewable-energy-the-only-way-ahead-for-a-clean-future/

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[77] blogspot.com
[71] co.uk
[67] theguardian.com
[62] youtube.com
[62] immortalartist.com
[43] twinybots.ch
[41] bit.ly
[34] zoom.us
[34] linkedin.com

Top Domains in Tweet in G1:
[48] immortalartist.com
[34] twitter.com
[28] blogspot.com
[21] thestar.com
[18] twinybots.ch
[18] timescolonist.com
[14] cleantechnica.com
[9] theguardian.com
[8] futurism.com
[8] co.uk

Top Domains in Tweet in G2:
[39] twitter.com
[29] blogspot.com
[12] bit.ly
[11] immortalartist.com
[9] co.uk
[8] youtube.com
[8] undp.org
[5] climateadaptationplatform.com
[5] surveyplanet.com
[4] thehill.com

Top Domains in Tweet in G3:
[79] twitter.com
[19] co.uk
[16] theguardian.com
[16] twinybots.ch
[15] linkedin.com
[9] nytimes.com
[8] cleantechnica.com
[7] theconversation.com
[6] instagram.com
[6] apple.news

Top Domains in Tweet in G4:
[16] weforum.org
[8] cleantechnica.com
[7] scientificamerican.com
[6] twinybots.ch
[6] skyhinews.com
[6] com.au
[5] forbes.com
[5] twitter.com
[4] axisenergy.in
[3] thehill.com

Top Domains in Tweet in G5:
[24] twitter.com
[18] zoom.us
[5] medium.com
[5] youtube.com
[4] businessgreen.com
[4] medicalnewstoday.com
[4] grist.org
[3] weforum.org
[3] mic.com
[3] washingtonpost.com

Top Domains in Tweet in G6:
[6] twitter.com
[5] timescolonist.com
[5] co.in
[4] blogspot.com
[3] nasa.gov
[2] markmarchand-upstateny.com
[2] medium.com
[2] cnn.com
[2] dan.com
[1] centralmaine.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[8] twitter.com
[2] youtube.com
[2] livescience.com
[2] yale.edu
[2] co.uk
[2] theguardian.com
[1] nytimes.com
[1] bit.ly
[1] thestar.com
[1] scmp.com

Top Domains in Tweet in G9:
[2] foreignpolicy.com
[2] twitter.com
[2] substack.com
[2] patreon.com
[2] onetreeplanted.org
[2] thehindu.com
[1] kqed.org
[1] yaleclimateconnections.org
[1] nytimes.com
[1] bit.ly

Top Domains in Tweet in G10:
[14] twitter.com
[11] phys.org
[11] gpwx.news
[10] slideshare.net
[10] solespire.com
[6] finextra.com
[5] theguardian.com
[4] inhabitat.com
[3] blogspot.com
[3] wizkidconsultants.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5347] climatechange
[798] climatecrisis
[394] climateaction
[381] environment
[339] climateemergency
[274] globalwarming
[254] sustainability
[236] nature
[230] china
[229] climate



Top Hashtags in Tweet in G1:
[678] climatechange
[74] climateaction
[58] climatecrisis
[49] climatechangeisreal
[48] art
[43] climatechangeart
[43] extremeweather
[43] climatechangeaction
[43] dystopia
[41] globalwarming

Top Hashtags in Tweet in G2:
[528] climatechange
[103] climateaction
[63] climatecrisis
[55] ipcc
[47] pakistan
[45] uk
[43] climateemergency
[31] foodsystems
[31] covid19
[27] cop26

Top Hashtags in Tweet in G3:
[611] climatechange
[76] environment
[55] climatecrisis
[51] nature
[44] sustainability
[39] globalwarming
[36] climate
[35] climateemergency
[28] worldnatureconservationday
[27] conservation

Top Hashtags in Tweet in G4:
[278] climatechange
[89] climatecrisis
[84] bangladesh
[83] flood
[82] refugee
[82] coxsbazaar
[82] rohingya
[61] environment
[46] himachalpradesh
[34] sangalvalley

Top Hashtags in Tweet in G5:
[307] climatechange
[25] sustainability
[21] environment
[19] climatecrisis
[17] climateaction
[17] climateemergency
[15] drought
[11] covid19
[11] china
[10] cleanair

Top Hashtags in Tweet in G6:
[147] climatechange
[86] climatecrisis
[20] climateaction
[18] climateemergency
[13] climate
[10] climatebrawl
[9] cdnpoli
[9] bcwildfires
[8] bcpoli
[8] abinquiry

Top Hashtags in Tweet in G7:
[2] climatechange
[1] climatecrises
[1] sindhgovt
[1] cloudburst

Top Hashtags in Tweet in G8:
[98] climatechange
[44] methane
[35] climatecrisis
[19] europe
[16] co2
[15] arctic
[11] america
[8] actonclimate
[7] globalwarming
[6] heatwave

Top Hashtags in Tweet in G9:
[189] climatechange
[70] climatecrisis
[19] climateaction
[17] climateemergency
[13] environment
[10] drought
[8] actonclimate
[7] extremeweather
[7] nature
[5] climate

Top Hashtags in Tweet in G10:
[157] climatechange
[36] climate
[23] globalwarming
[21] climateactionnow
[19] ai
[17] climatecrisis
[13] climateemergency
[11] environment
[10] auspol
[10] solespire

Top Words
Top Words in Tweet in Entire Graph:
[5347] #climatechange
[1350] climate
[966] more
[798] #climatecrisis
[783] change
[555] scenes
[532] world
[410] global
[394] #climateaction
[385] see

Top Words in Tweet in G1:
[681] #climatechange
[138] climate
[84] world
[83] change
[75] health
[74] #climateaction
[68] more
[58] #climatecrisis
[49] #climatechangeisreal
[48] #art

Top Words in Tweet in G2:
[527] #climatechange
[151] climate
[127] more
[108] ipcc_ch
[104] session
[103] #climateaction
[86] working
[83] meeting
[81] world
[80] cop26

Top Words in Tweet in G3:
[611] #climatechange
[111] climate
[89] change
[76] #environment
[73] more
[72] world
[55] #climatecrisis
[51] #nature
[51] nature
[44] #sustainability

Top Words in Tweet in G4:
[278] #climatechange
[133] aaravseth_
[89] #climatecrisis
[87] facing
[86] climate
[86] over
[84] #bangladesh
[83] world's
[83] home
[83] massive

Top Words in Tweet in G5:
[306] #climatechange
[65] climate
[53] more
[32] help
[30] world
[29] change
[28] join
[27] water
[25] #sustainability
[25] carbon

Top Words in Tweet in G6:
[147] #climatechange
[132] climate
[86] #climatecrisis
[83] geraldkutney
[56] data
[43] denialism
[42] deniers
[34] day
[34] change
[28] interpreting

Top Words in Tweet in G7:
[486] scenes
[260] islamabad
[243] 11
[243] sector
[243] few
[243] hours
[243] rain
[243] created
[243] horrible
[243] see

Top Words in Tweet in G8:
[102] pauledawson
[98] #climatechange
[80] global
[69] antarctica
[69] reduce
[68] soon
[68] allowed
[67] warming
[67] continue
[67] unchecked

Top Words in Tweet in G9:
[189] #climatechange
[103] mikehudema
[84] time
[80] climate
[78] video
[77] change
[70] #climatecrisis
[67] 90
[67] second
[67] summary

Top Words in Tweet in G10:
[157] #climatechange
[40] heatwave
[38] flooding
[38] catastrophic
[36] #climate
[36] emissions
[34] everyone
[33] seems
[33] tweeting
[33] writing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[701] climate,change
[255] see,more
[253] sector,islamabad
[253] coming,days
[252] 11,sector
[252] islamabad,few
[252] few,hours
[252] hours,rain
[252] rain,created
[252] created,horrible

Top Word Pairs in Tweet in G1:
[79] climate,change
[48] #climatechange,#climatechangeisreal
[46] #art,#climatechange
[43] #climatechangeisreal,#climateaction
[43] #climateaction,#climatechangeart
[43] #climatechangeart,#extremeweather
[43] #extremeweather,#climatechangeaction
[43] #climatechangeaction,#dystopia
[40] grey,cross
[40] cross,studios

Top Word Pairs in Tweet in G2:
[71] working,group
[71] climate,change
[42] john,kerry
[41] unfccc,#uk
[40] very,productive
[40] productive,meeting
[40] meeting,climateenvoy
[40] climateenvoy,sen
[40] sen,john
[40] kerry,unfccc

Top Word Pairs in Tweet in G3:
[66] climate,change
[22] world,nature
[22] nature,conservation
[22] conservation,day
[18] #climatechange,#environment
[18] #sustainability,#climatechange
[17] #climatecrisis,#climatechange
[17] #climatechange,#health
[14] #environment,#climatechange
[14] #climatechange,#climatecrisis

Top Word Pairs in Tweet in G4:
[83] facing,massive
[83] massive,#flood
[82] world's,largest
[82] largest,#refugee
[82] #refugee,camp
[82] camp,#coxsbazaar
[82] #coxsbazaar,#bangladesh
[82] #bangladesh,home
[82] home,over
[82] over,million

Top Word Pairs in Tweet in G5:
[24] climate,change
[15] recent,study
[15] study,looking
[15] looking,bird
[15] bird,numbers
[15] numbers,diversity
[15] diversity,untouched
[15] untouched,regions
[15] regions,amazon
[15] amazon,rainforest

Top Word Pairs in Tweet in G6:
[73] #climatecrisis,#climatechange
[54] geraldkutney,climate
[41] climate,deniers
[37] climate,denialism
[32] climate,change
[28] denialism,interpreting
[28] interpreting,data
[28] data,ignoring
[28] ignoring,data
[28] data,#climatecrisis

Top Word Pairs in Tweet in G7:
[243] 11,sector
[243] sector,islamabad
[243] islamabad,few
[243] few,hours
[243] hours,rain
[243] rain,created
[243] created,horrible
[243] horrible,scenes
[243] scenes,see
[243] see,more

Top Word Pairs in Tweet in G8:
[67] global,warming
[67] warming,allowed
[67] allowed,continue
[67] continue,unchecked
[67] unchecked,antarctica
[67] antarctica,soon
[67] soon,pass
[67] pass,point
[67] point,return
[67] return,reduce

Top Word Pairs in Tweet in G9:
[77] climate,change
[67] 90,second
[67] second,video
[67] video,summary
[67] summary,climate
[67] change,1850
[67] 1850,notice
[67] notice,pattern
[67] pattern,time
[67] time,treat

Top Word Pairs in Tweet in G10:
[33] everyone,seems
[33] seems,tweeting
[33] tweeting,writing
[33] writing,flooding
[33] flooding,heatwave
[33] heatwave,north
[33] north,america
[33] america,catastrophic
[33] catastrophic,landslides
[32] fabqueenie,everyone

Top Replied-To
Top Replied-To in Entire Graph:
@climatereality
@borisjohnson
@g20org
@ecowarriorss
@wccoshaffer
@ericcrampton
@bmcarthur17
@gulf_intel
@kambojananya
@elonmusk

Top Replied-To in G1:
@ericcrampton
@blkahn
@c37h42cl2n2o6
@ecowarriorss
@hazloe3
@shell
@dw_espanol
@westwingreport
@mrpotholeuk
@samuelhall0

Top Replied-To in G2:
@climateenvoy
@unfccc
@saleemulhuq
@foodsystems
@ulkakelkar
@cyecyl
@moefcc
@savebuxwaha
@markdreyfusqcmp
@cscviews

Top Replied-To in G3:
@wetheclimate

Top Replied-To in G4:
@kambojananya
@switchitupbc
@jonathanwnv
@kenfoxe
@nohbodhi
@jahaantweets

Top Replied-To in G5:
@climatereality
@wccoshaffer
@ecowarriorss
@tedcruz
@avassoli
@climatecrisis
@housedemocrats
@williamsjon
@srbachchan
@dpmrobbins

Top Replied-To in G6:
@towngaz
@climatehijinx
@147_ste
@sciencejustwins
@geraldkutney
@sueytonius
@yvr__weather
@jimfish56837379
@docsnow1
@justintrudeau

Top Replied-To in G8:
@twostones00

Top Replied-To in G9:
@wedonthavetime
@unspinthespin

Top Replied-To in G10:
@nomura
@mark_butler_mp
@markdreyfusqcmp
@albomp
@jechalmers
@gretathunberg
@sussanley

Top Mentioned
Top Mentioned in Entire Graph:
@hamidmirpak
@laurie_garrett
@aaravseth_
@ipcc_ch
@mikehudema
@pauledawson
@geraldkutney
@cop26
@kambojananya
@petergleick

Top Mentioned in G1:
@picardonhealth
@samanthagreento
@tor
@allanmargolin
@torrancecoste
@ristori20
@profstrachan
@charluv2011
@mzjacobson
@ecowarriorss

Top Mentioned in G2:
@ipcc_ch
@cop26
@unfccc
@climateenvoy
@aminattock
@wmo
@undp
@unbiodiversity
@worldresources
@foodsystems

Top Mentioned in G3:
@pierrelabmn
@markosilberhand
@earthkikashi
@scarletmonahan
@bolzanbolzi
@richardgreenla
@sempervirens117
@babar2
@burbaum
@navneetyadav_in

Top Mentioned in G4:
@aaravseth_
@kambojananya
@wakiodorcas
@wef
@gretathunberg
@vanessa_vash
@eve_chantel
@mremtee
@na
@fabriziobustama

Top Mentioned in G5:
@audubonsociety
@ketreasury
@lifeprogramme
@kepfic_ke
@awardpensions
@uofcalifornia
@rtenews
@haaohaoo
@nieddupierpaolo
@kplcpension

Top Mentioned in G6:
@geraldkutney
@wcelaw
@nahannifontaine
@pmagn
@veritatem2021
@torrancecoste
@pc
@cgtnofficial
@justintrudeau
@gladfly1

Top Mentioned in G7:
@hamidmirpak
@sadiajavedppp

Top Mentioned in G8:
@pauledawson
@chriscartw83
@demetriz17
@nakabuyehildaf
@geraldkutney
@intlrivers
@stevebaynes
@who
@thelancet
@jjhorgan

Top Mentioned in G9:
@mikehudema
@petergleick
@ramprakashmina
@alex_verbeek
@wedonthavetime
@gentleoblivion
@thevineetmittal
@primohui
@faiqmfch
@coldrminakshick

Top Mentioned in G10:
@fabqueenie
@senschumer
@speakerpelosi
@scottmorrisonmp
@sussanley
@birmo
@dragofix
@slideshare
@glblctznau
@solespire

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@paoloigna1
@chidambara09
@ejlazar
@sahelhkj
@charlesfrize
@geoffrey_payne
@femtech_
@_redfrog
@evankirstel

Top Tweeters in G1:
@washumom
@lehimesa
@dancas2
@cnnnews18
@timesofindia
@blanketcrap
@gahlotshagufta
@njdoc
@nofascistlies
@1041044_doushou

Top Tweeters in G2:
@chidambara09
@dev_discourse
@dvanhook822
@percievedlogic
@etribune
@cscviews
@morpheusbeing
@mrtallerjerry
@alanjmitchell_
@steph80335

Top Tweeters in G3:
@paoloigna1
@schestowitz
@miss_placed_
@dataaugmented
@markburgerenerg
@marketstodays
@garthgodsman
@dinamanidaily
@techjunkiejh
@riverasunauthor

Top Tweeters in G4:
@rt_himachal
@blubdha
@dawnroseturner
@jim_b60
@nicochan33
@brandonmscales
@olumideidowu
@sustaintrends
@charlierichmond
@kevinrns

Top Tweeters in G5:
@_redfrog
@viralvideovlogs
@wadakashiho
@irishtimes
@ovie52009
@washingtonpost
@il_brigante07
@nbcnews
@ap
@robertmihaly1

Top Tweeters in G6:
@sahelhkj
@allan_crawshaw
@sampson_elaine
@chuckw12
@jsinvr
@wavetop
@kelownascott
@randyresist
@mustangmadd
@luisbaram

Top Tweeters in G7:
@muhammadasifm15
@arifwaheed
@salmangopi
@ranafaizanfaza1
@iftikharch80
@fahadiq814
@jaghauri
@ghafoorusafzai
@rashidhaniff
@tashfeenkhanpml

Top Tweeters in G8:
@minhkular
@cberrl
@locou9
@torontostar
@19dolphin39
@g1girlondeck
@billuminski
@beverlyb11
@biobaby19
@aimeedemaio

Top Tweeters in G9:
@dgendvil
@grondavia
@kirkmurphy
@dialogician
@toxicpath
@anonomouse1981
@rebelliousval
@other95
@magnac3
@49nudity

Top Tweeters in G10:
@latimes
@diabeticcyborgg
@newstart43
@madamyez
@imagine_garden
@kate_eviva
@queenadalite
@greentechdon
@suzlette333
@spirosmargaris


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