#climatechange, Twitter, 9/9/2021 12:43:35 AM, 261544


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#climatechange_2021-09-08_17-08-00.xlsx
#climatechange_2021-09-08_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/2Xbn5ax
@jfsebastian146
@sustaintrends
@jane__eden
@arikring
@bullshitjobs
@unep
@ipcc_ch
@imagine_garden
@potus
@cop26

Top hashtags:
#climatechange
#climatecrisis
#climateaction
#climate
#globalwarming
#environment
#cop26

Description:
Description
The graph represents a network of 7,683 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, 09 September 2021 at 00:23 UTC.

The requested start date was Thursday, 09 September 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, 4-hour, 28-minute period from Monday, 06 September 2021 at 03:45 UTC to Wednesday, 08 September 2021 at 08:14 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 : 7683
Unique Edges : 6242
Edges With Duplicates : 12153
Total Edges : 18395
Number of Edge Types : 5
Mentions : 3417
Retweet : 5237
MentionsInRetweet : 7623
Tweet : 1807
Replies to : 311
Self-Loops : 1958
Reciprocated Vertex Pair Ratio : 0.0190749159913026
Reciprocated Edge Ratio : 0.0374357482300456
Connected Components : 1057
Single-Vertex Connected Components : 458
Maximum Vertices in a Connected Component : 5361
Maximum Edges in a Connected Component : 15230
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.49152
Graph Density : 0.000174701104556248
Modularity : 0.515448
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,683 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, 09 September 2021 at 00:23 UTC.

The requested start date was Thursday, 09 September 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, 4-hour, 28-minute period from Monday, 06 September 2021 at 03:45 UTC to Wednesday, 08 September 2021 at 08:14 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:
[71] https://www.bigissue.com/latest/environment/david-graeber-to-save-the-world-were-going-to-have-to-stop-working/
[46] https://twinybots.ch/
[24] https://www.ecowatch.com/arctic-warming-extreme-cold-weather-2654896862.html
[16] https://www.weforum.org/agenda/2021/08/water-global-disasters-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=06/09/2021+00:00
[14] https://www.npr.org/2021/09/07/1034670549/climate-change-is-the-greatest-threat-to-public-health-top-medical-journals-warn
[14] https://therevelator.org/climate-change-moving/
[13] https://africaclimateconversations.com/children-climate-change-and-biodiversity-protection/
[11] https://impactinvestingconferences.com/
[10] https://us02web.zoom.us/webinar/register/WN_uz-jQQWoS8C2r37hZm3Xkw
[10] https://phys.org/news/2021-09-climate-action-pandemic-medical-journals.html

Top URLs in Tweet in G1:
[10] https://us02web.zoom.us/webinar/register/WN_uz-jQQWoS8C2r37hZm3Xkw
[5] https://groundviews.org/2021/09/07/all-we-need-is-the-air-that-we-breathe/
[4] https://twitter.com/NayonSorkarBD/status/1435113516797599748
[4] https://wemeantoclean.blogspot.com/2019/05/watering-and-maintenance-of-rani-bagh.html
[3] https://www.ipcc.ch/report/ar6/wg1/
[3] https://blog.immortalartist.com/p/windsor-castle-london-no-saving_26.html
[3] https://blog.immortalartist.com/p/the-sphinx-egypt-no-saving.html
[3] https://blog.immortalartist.com/p/st-louis-missouri-no-saving.html
[3] https://youtu.be/cm23l_VLyp4
[3] https://www.youtube.com/watch?v=nShd4IPhNaw&feature=youtu.be


Top URLs in Tweet in G2:
[20] https://twinybots.ch/
[9] https://www.businessinsider.com/top-medical-journals-warn-climate-crisis-greatest-public-health-threat-2021-9
[6] https://www.ecowatch.com/arctic-warming-extreme-cold-weather-2654896862.html
[6] https://www.economist.com/finance-and-economics/2021/09/04/could-climate-change-trigger-a-financial-crisis
[5] https://medium.com/@camirosso/ai-predicts-arctic-sea-ice-loss-7e7f66897c5?source=rss------deep_learning-5&utm_source=dlvr.it&utm_medium=twitter
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-02402-z
[4] https://medium.com/@camirosso/ai-predicts-arctic-sea-ice-loss-7e7f66897c5?source=rss------machine_learning-5&utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/influx_Divine/status/1434782248503443456
[3] https://rpujolviven.blogspot.com/2017/02/spring-asthenia-in-fifth-of-february.html
[3] https://www.reverbnation.com/aixtc/song/32789552-run?0

Top URLs in Tweet in G3:
[9] http://www.facebook.com/pages/p/108158354682126
[7] https://app.box.com/s/0w39p0w46h2dmzix4zdcmrst4mpyirz1
[5] https://insideevs.com/news/530578/renault-megane-etech-electric-debut/?utm_source=RSS&utm_medium=referral&utm_campaign=RSS-all-articles
[5] https://app.box.com/s/yvyvbjtk5mc3wlgmivby1izf3mxqp93o
[5] https://youtu.be/8GB9BULxZ8c
[4] https://insideevs.com/news/531359/nissan-sales-250000-evs-europe/?utm_source=RSS&utm_medium=referral&utm_campaign=RSS-all-articles
[4] https://cleantechnica.com/2021/09/06/ida-is-proof-that-louisiana-needs-to-embrace-building-microgrids/#ElectricVehicles
[4] https://cleantechnica.com/2021/09/07/chart-u-s-light-duty-electric-vehicle-miles-traveled-reached-13-7-billion-miles-in-2020/#ElectricVehicles
[4] https://app.box.com/s/jzmtps0561vf9tbsbs5qvunkwws6nqgz
[4] https://thecocoapost.com/ghana-closes-2020-21-cocoa-crop-year-with-record-production/

Top URLs in Tweet in G4:
[10] https://furtherafrica.com/2021/09/06/south-africas-biggest-private-healthcare-group-to-become-carbon-neutral-by-2030/
[6] https://twinybots.ch/
[3] https://cc-forum.com/
[3] https://climatechange.environmentalconferences.org/registration.php
[3] https://www.bbc.co.uk/news/science-environment-58477926
[2] https://www.wsj.com/articles/action-on-climate-change-is-urged-by-medical-journals-in-unprecedented-plea-11630886402
[2] https://www.illumeo.com/courses/understanding-environmental-social-governance-esg
[2] https://citadeladvantage.blogspot.com/2021/08/an-introduction-to-environmental-social.html?spref=tw
[2] https://citadeladvantage.blogspot.com/2021/08/new-online-course-environmental-social.html?spref=tw
[2] https://www.theguardian.com/environment/2021/sep/06/more-than-200-health-journals-call-for-urgent-action-on-climate-crisis

Top URLs in Tweet in G5:
[7] https://twinybots.ch/
[6] https://www.linkedin.com/slink?code=e2mgRhch
[6] https://www.epa.gov/cira/social-vulnerability-report
[5] https://www.eventbrite.com/e/progressive-parking-policies-a-conversation-w-prof-cj-gabbe-students-tickets-166710893771
[5] https://twitter.com/ypbbbdg/status/1434357339897806849
[4] https://robrogers.com/2020/11/03/vote-for-your-life/
[4] https://twitter.com/ypbbbdg/status/1434357602566086660
[3] https://www.universetoday.com/152460/heres-lake-meads-record-low-water-levels-seen-from-space/
[2] https://www.businesslive.co.za/bd/opinion/2021-09-06-clashes-over-coal-and-nuclear-show-green-goals-are-not-a-free-lunch-for-sa/
[2] https://twitter.com/adrienwehrle/status/1395135773259796492

Top URLs in Tweet in G6:
[11] https://www.weforum.org/agenda/2021/08/water-global-disasters-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=06/09/2021+00:00
[5] https://news.mit.edu/2021/undergraduates-explore-practical-applications-artificial-intelligence-0503
[3] https://www.weforum.org/agenda/2021/09/time-to-utilise-the-full-power-of-ai-to-accelerate-our-fight-against-climate-change-301cb3f9d4/
[3] https://www.spiegel.de/international/artificial-intelligence-how-high-tech-tools-are-helping-combat-climate-change-a-a7384f53-1677-4664-80eb-67e566a0a67a
[2] https://www.bbc.com/news/science-environment-55498657
[2] https://www.weforum.org/agenda/2021/04/this-insurance-company-is-helping-farmers-cope-with-climate-change?utm_source=twitter&utm_medium=social_scheduler&utm_term=Africa&utm_content=27/04/2021+05:00
[2] https://www.100debates.ca/
[2] https://carboncopy.info/india-air-pollution-and-climate-change-two-sides-of-the-same-coin/
[2] https://phys.org/news/2021-08-artificial-intelligence-arctic-sea-ice.html
[2] https://www.weforum.org/agenda/2021/08/droughts-floods-ocean-salt?utm_source=twitter&utm_medium=social_scheduler&utm_term=The+Ocean&utm_content=02/08/2021+21:30

Top URLs in Tweet in G7:
[3] https://www.theatlantic.com/health/archive/2014/11/the-climate-change-solution-no-one-will-talk-about/382197/
[2] https://reneweconomy.com.au/news-corp-hasnt-seen-the-light-on-climate-theyre-just-updating-their-tactics/
[2] https://opoyi.com/its-everybodys-crisis-joe-bidens-climate-change-warning-following-ida?utm_source=copy-share&utm_medium=web&utm_campaign=none
[1] https://tickeroriginals.co/
[1] https://tickernews.co/coal-power/
[1] https://twitter.com/EricHolthaus/status/1435044042249748483
[1] https://twitter.com/broseph_stalin/status/1434152082739761160
[1] https://tickernews.co/climate-activist-daniel-bleakley-ive-had-a-gutful/
[1] https://www.themandarin.com.au/168150-climate-change-means-australia-may-have-to-abandon-much-of-its-farming/
[1] https://www.youtube.com/watch?v=W-w7vJAV8c0&feature=youtu.be


Top URLs in Tweet in G8:
[3] https://www.iucn.org/news/species/202109/tuna-species-recovering-despite-growing-pressures-marine-life-iucn-red-list
[2] https://meteoetclimat.fr/nos-activites/journees-scientifiques/journee-scientifique-occitanie-2021/
[2] https://www.riob.org/en/events/iucn-world-conservation-congress-2021
[1] https://www.trophees-adaptation-life-artisan.com/
[1] https://www.iucn.org/news/nature-based-solutions/202007/iucn-standard-boost-impact-nature-based-solutions-global-challenges
[1] https://www.iucncongress2020.org
[1] https://www.un.org/en/actnow/
[1] https://www.timeslive.co.za/news/south-africa/2021-09-06-covid-19-live-updates-plant-based-diet-could-limit-covid-19-symptoms/
[1] https://twitter.com/MeteoClimat/status/1430145840996364290
[1] https://www.smh.com.au/environment/conservation/komodo-dragon-joins-the-list-of-endangered-species-20210905-p58oxc.html

Top URLs in Tweet in G9:
[11] https://www.npr.org/2021/09/07/1034670549/climate-change-is-the-greatest-threat-to-public-health-top-medical-journals-warn
[6] https://theweek.com/science/1004503/climate-change-is-not-going-to-wait-for-america-to-get-its-act-together
[6] https://www.bbc.com/news/science-environment-58462181
[6] https://www.betterworld.info/Climatecrisis
[3] https://www.bbc.com/news/av/world-latin-america-58476138
[2] https://www.cnn.com/2021/09/07/americas/sequoia-trees-climate-california/index.html
[1] https://www.buzzfeednews.com/article/briannasacks/california-fires-firefighter-trauma-mental-health
[1] https://www.bbc.com/news/science-environment-58472566
[1] https://www.cbc.ca/news/opinion/opinion-election-ndp-climate-platform-1.6162926?ref=mobilerss&cmp=newsletter_CBC%20News%20Politics%20Headlines_1636_310125
[1] https://twitter.com/eilperin/status/1435345243868651532

Top URLs in Tweet in G10:
[3] https://twitter.com/ZLabe/status/1435021296987893761
[2] https://bit.ly/2WQVFq9
[2] https://www.esa.int/ESA_Multimedia/ESA_Web_TV
[2] https://twitter.com/ZLabe/status/1434665847222456320
[2] https://twitter.com/CopernicusECMWF/status/1435138648815685632
[1] https://bit.ly/38E5DOc
[1] https://bit.ly/3jNW9Gj
[1] https://www.lav.it/news/lettera-presidenza-cop26-impatto-zootecnia?utm_source=tw&utm_medium=organic&utm_content=lettera-aperta-cop26&utm_term=lnk&utm_campaign=21twor
[1] https://climate.esa.int/en/news-events/space-based-climate-indicators-support-global-state-of-the-climate-report/
[1] https://www.youtube.com/watch?v=4WKnbsROJNo&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[408] twitter.com
[81] youtube.com
[71] bigissue.com
[61] immortalartist.com
[55] theguardian.com
[55] blogspot.com
[51] co.uk
[51] bit.ly
[46] twinybots.ch
[45] weforum.org

Top Domains in Tweet in G1:
[59] immortalartist.com
[45] twitter.com
[18] youtube.com
[17] blogspot.com
[13] zoom.us
[8] bit.ly
[5] groundviews.org
[5] org.uk
[4] ipcc.ch
[4] theepochtimes.com

Top Domains in Tweet in G2:
[31] twitter.com
[25] blogspot.com
[20] twinybots.ch
[9] businessinsider.com
[9] medium.com
[8] youtube.com
[7] economist.com
[6] ecowatch.com
[5] nature.com
[5] sgkplanet.com

Top Domains in Tweet in G3:
[45] twitter.com
[21] cleantechnica.com
[16] box.com
[14] insideevs.com
[12] facebook.com
[11] youtube.com
[7] slideshare.net
[7] weforum.org
[6] amazon.com
[5] youtu.be

Top Domains in Tweet in G4:
[66] twitter.com
[19] gpwx.news
[18] co.uk
[14] linkedin.com
[10] furtherafrica.com
[10] theguardian.com
[8] blogspot.com
[8] youtube.com
[7] nytimes.com
[6] phys.org

Top Domains in Tweet in G5:
[32] twitter.com
[7] linkedin.com
[7] twinybots.ch
[6] epa.gov
[5] indianexpress.com
[5] co.za
[5] eventbrite.com
[4] robrogers.com
[4] youtube.com
[4] phys.org

Top Domains in Tweet in G6:
[29] weforum.org
[7] twitter.com
[5] mit.edu
[4] theguardian.com
[3] bbc.com
[3] spiegel.de
[2] 100debates.ca
[2] carboncopy.info
[2] unesco.org
[2] phys.org

Top Domains in Tweet in G7:
[17] twitter.com
[6] com.au
[3] youtube.com
[3] theatlantic.com
[2] tickernews.co
[2] net.au
[2] opoyi.com
[1] tickeroriginals.co
[1] org.au
[1] whooshkaa.com

Top Domains in Tweet in G8:
[4] iucn.org
[2] meteoetclimat.fr
[2] riob.org
[1] trophees-adaptation-life-artisan.com
[1] iucncongress2020.org
[1] un.org
[1] co.za
[1] twitter.com
[1] com.au
[1] bit.ly

Top Domains in Tweet in G9:
[11] npr.org
[10] bbc.com
[6] theweek.com
[6] betterworld.info
[5] twitter.com
[2] cnn.com
[1] buzzfeednews.com
[1] cbc.ca

Top Domains in Tweet in G10:
[10] twitter.com
[5] bit.ly
[5] esa.int
[1] lav.it
[1] youtube.com
[1] copernicus.eu
[1] cassini.eu
[1] eoweek2021.uk
[1] energy.gov
[1] funnyorphi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5523] climatechange
[448] climatecrisis
[378] climateaction
[281] climate
[275] globalwarming
[270] environment
[261] cop26
[202] climateemergency
[194] sustainability
[141] endangered



Top Hashtags in Tweet in G1:
[603] climatechange
[142] climateaction
[60] worldcleanairday
[49] art
[48] climatechangeisreal
[48] climatechangeart
[48] extremeweather
[48] climatechangeaction
[48] dystopia
[47] climateemergency

Top Hashtags in Tweet in G2:
[563] climatechange
[62] climatecrisis
[49] climateaction
[31] environment
[30] climateemergency
[27] climate
[24] covid19
[20] sustainability
[19] globalwarming
[15] cop26

Top Hashtags in Tweet in G3:
[588] climatechange
[87] fridaysforfuture
[83] renewables
[74] renewableenergy
[72] extinctionrebellion
[72] globalwarming
[57] uprootthesystem
[54] greenwashing
[41] electricvehicle
[39] climatecrisis

Top Hashtags in Tweet in G4:
[550] climatechange
[61] environment
[44] globalwarming
[42] climatecrisis
[36] sustainability
[33] climate
[22] climateemergency
[19] health
[19] gpwx
[18] climateaction

Top Hashtags in Tweet in G5:
[370] climatechange
[19] climatecrisis
[18] zerowaste
[14] climateemergency
[13] ida
[12] adaptation
[12] evaluation
[12] cc
[11] airpollution
[11] zerowastecities

Top Hashtags in Tweet in G6:
[187] climatechange
[44] climate
[20] climateaction
[19] startup
[18] nature
[18] environment
[18] mexico
[17] ai
[16] beautiful
[16] ecatepec

Top Hashtags in Tweet in G7:
[188] climatechange
[27] tickerclimate
[13] climatecrisis
[12] auspol
[8] threatenedspecies
[7] ausvotes
[6] climateaction
[6] covid19
[6] climateemergency
[5] globalheating

Top Hashtags in Tweet in G8:
[131] endangered
[24] climatechange
[14] meat
[8] iucncongress
[8] komodo
[5] jstoc2021
[5] changementclimatique
[4] vegan
[3] naturebasedsolutions
[3] violences

Top Hashtags in Tweet in G9:
[66] climatechange
[23] ndp
[12] climate
[6] climateaction
[6] saveourplanet
[4] elxn44
[2] cdnpoli
[1] bcpoli
[1] climatecrisis
[1] climateemergency

Top Hashtags in Tweet in G10:
[70] climatechange
[12] greenland
[10] climateaction
[9] cop26
[8] airquality
[6] copernicus
[5] protectthearctic
[4] covid19
[4] inflight
[4] gretathunberg

Top Words
Top Words in Tweet in Entire Graph:
[5531] #climatechange
[1362] climate
[731] world
[659] change
[656] more
[448] #climatecrisis
[396] action
[378] #climateaction
[368] people
[352] global

Top Words in Tweet in G1:
[603] #climatechange
[142] #climateaction
[116] air
[116] world
[106] climate
[101] cop26
[77] report
[75] ipcc_ch
[72] unep
[66] unfccc

Top Words in Tweet in G2:
[565] #climatechange
[136] climate
[84] change
[62] #climatecrisis
[59] people
[56] more
[53] global
[49] #climateaction
[37] one
[36] health

Top Words in Tweet in G3:
[585] #climatechange
[101] climate
[87] #fridaysforfuture
[83] #renewables
[74] #renewableenergy
[72] #extinctionrebellion
[71] #globalwarming
[61] more
[58] world
[57] #uprootthesystem

Top Words in Tweet in G4:
[550] #climatechange
[117] climate
[92] change
[61] #environment
[54] more
[44] #globalwarming
[42] #climatecrisis
[36] #sustainability
[34] #climate
[33] world

Top Words in Tweet in G5:
[378] #climatechange
[101] climate
[62] action
[47] more
[44] change
[37] today
[31] global
[30] adaptation
[24] dialogue
[24] air

Top Words in Tweet in G6:
[187] #climatechange
[57] climate
[47] profstrachan
[44] wef
[44] #climate
[36] stop
[35] enricomolinari
[35] world
[33] country
[32] top

Top Words in Tweet in G7:
[188] #climatechange
[127] support
[107] climate
[71] fossil
[70] fuel
[70] subsidies
[64] action
[58] scottmorrisonmp
[56] sussanley
[56] required

Top Words in Tweet in G8:
[154] world
[148] iucn
[145] according
[143] dragon
[141] iucnredlist
[139] lizard
[137] largest
[135] komodo
[131] listed
[131] #endangered

Top Words in Tweet in G9:
[66] #climatechange
[27] allanmargolin
[24] jenwinter_yyc
[24] danwoy
[23] think
[23] review
[23] #ndp
[23] platform
[23] tough
[23] fair

Top Words in Tweet in G10:
[70] #climatechange
[31] wmo
[24] copernicusecmwf
[21] climate
[21] lavonlus
[19] air
[16] europe
[15] warmest
[15] summer
[15] record

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[563] climate,change
[150] world,largest
[143] dragon,world
[143] largest,lizard
[142] according,latest
[141] komodo,dragon
[140] #climatecrisis,#climatechange
[137] lizard,listed
[137] listed,#endangered
[137] #endangered,according

Top Word Pairs in Tweet in G1:
[65] saving,world
[65] world,bent
[65] bent,destroying
[65] destroying,itself
[56] grey,cross
[49] cross,studios
[49] studios,#art
[48] #art,#climatechange
[48] #climatechange,#climatechangeisreal
[48] #climatechangeisreal,#climateaction

Top Word Pairs in Tweet in G2:
[74] climate,change
[15] #climatecrisis,#climateemergency
[14] #covid19,#climatechange
[12] tackle,#climatechange
[12] #climatecrisis,#climatechange
[12] #climatechange,#climateaction
[12] puget,sound
[12] sound,home
[12] home,million
[12] million,people

Top Word Pairs in Tweet in G3:
[48] climate,change
[39] #greenwashing,#climatechange
[35] #tesla,#ev
[34] #renewableenergy,#electricvehicle
[31] #climatechange,#renewables
[30] #climatechange,#extinctionrebellion
[28] #uprootthesystem,#greenwashing
[27] #renewables,#globalwarming
[25] #electricvehicle,#uprootthesystem
[25] #fridaysforfuture,#renewableenergy

Top Word Pairs in Tweet in G4:
[74] climate,change
[25] #globalwarming,#climatechange
[19] #environment,#climatechange
[19] #gpwx,#globalwarming
[13] #climatechange,#plantatree
[13] #plantatree,#airquality
[13] #airquality,#environment
[13] #environment,#healthy
[13] #healthy,#future
[13] #future,#children

Top Word Pairs in Tweet in G5:
[44] climate,change
[16] high,level
[16] level,dialogue
[15] action,#climatechange
[14] climate,adaptation
[14] dialogue,climate
[13] second,video
[12] #climatechange,adaptation
[12] #cc,#climatechange
[12] #climatechange,unep

Top Word Pairs in Tweet in G6:
[31] #climate,chief
[31] chief,country
[31] country,safe
[31] safe,top
[31] top,climate
[31] climate,official
[31] official,urging
[31] urging,governments
[31] governments,stop
[31] stop,'deferral

Top Word Pairs in Tweet in G7:
[70] fossil,fuel
[70] fuel,subsidies
[55] bold,action
[55] action,required
[54] hi,scottmorrisonmp
[54] scottmorrisonmp,sussanley
[54] sussanley,birmo
[54] birmo,know
[54] know,bold
[54] required,tackle

Top Word Pairs in Tweet in G8:
[137] dragon,world
[137] world,largest
[137] largest,lizard
[135] komodo,dragon
[131] lizard,listed
[131] listed,#endangered
[131] #endangered,according
[131] according,latest
[131] latest,iucnredlist
[131] iucnredlist,released

Top Word Pairs in Tweet in G9:
[24] allanmargolin,#climatechange
[23] think,jenwinter_yyc
[23] jenwinter_yyc,review
[23] review,#ndp
[23] #ndp,#climatechange
[23] #climatechange,platform
[23] platform,tough
[23] tough,fair
[23] fair,long
[23] long,ambition

Top Word Pairs in Tweet in G10:
[15] europe,warmest
[15] warmest,summer
[15] summer,record
[15] record,copernicusecmwf
[15] copernicusecmwf,above
[15] above,average
[15] average,temperatures
[15] temperatures,southern
[15] southern,eastern
[14] wmo,europe

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@mikehudema
@chipcutter
@joebiden
@g7
@climatecrisisbd
@lewispugh
@ipcc_ch
@danielmcdonald4
@erinotoole

Top Replied-To in G1:
@climatecrisisbd
@ipcc_ch
@donaldnorcross
@nayonsorkarbd
@grantshapps
@andrewholnessjm
@undesa
@rbi
@worldbank
@thom_astro

Top Replied-To in G2:
@potus
@berniesanders
@husainhaqqani
@skynews
@dimr_berlin
@bbcr4today
@drmarianeira
@hultmark_mark
@bazzacc
@brownertj

Top Replied-To in G3:
@amyknelson
@rooneydaily
@hbodocs
@joshua_landis
@globeandmail
@laurababcock
@bozcia
@marketwatch
@billweircnn

Top Replied-To in G4:
@wetheclimate

Top Replied-To in G5:
@mikehudema
@disobeynanti
@iisd_resilience
@thebashmash
@skynews
@fleetalliance
@antonioguterres
@agrimonious
@joebiden
@kevin26346219

Top Replied-To in G6:
@cesispa
@zalmodegicos
@ecowarriorss
@bearhillcree
@j59841320
@kambojananya
@wedonthavetime
@gretathunberg
@climateguyw
@mikehudema

Top Replied-To in G7:
@potus
@text_publishing
@qanda
@raywilton4
@rbreich
@markrobsonmd
@peter_j_wood
@profkharrison
@rebceb333
@newsmax

Top Replied-To in G8:
@ecologie_gouv
@nrinstitute

Top Replied-To in G9:
@allanmargolin
@ellymelly
@ajphelo
@danwoy

Top Replied-To in G10:
@g7
@lewispugh
@joebiden
@wmo
@copernicusecmwf
@spacex

Top Mentioned
Top Mentioned in Entire Graph:
@iucn
@iucnredlist
@cop26
@ipcc_ch
@catpurry9
@unep
@ipbes
@scottmorrisonmp
@berkeleyearth
@unfccc

Top Mentioned in G1:
@cop26
@ipcc_ch
@unfccc
@unep
@unfoundation
@thegcf
@janegoodallinst
@ayicc
@undp
@youtube

Top Mentioned in G2:
@audubonsociety
@saocousins
@swissre
@matthewagarwala
@awkwardfinance
@patrycjaklusak
@ulivolz
@dimitriz
@kamiarmohaddes
@wileyecolevol

Top Mentioned in G3:
@earthmanat
@mrdash109
@zxcxz_xyz
@gulf_intel
@beatawakefield
@birdwriter7
@annahankasci
@jonawidow
@meiklwagner
@eleonorawhelan

Top Mentioned in G4:
@crazybengiefb_
@stanleyepstein
@earthkikashi
@wits_news
@financecarbon
@odette_rising
@10wallstreet
@newzealand_cafe
@scienceworldtr
@_wacinga

Top Mentioned in G5:
@eib
@gcadaptation
@who
@unep
@kgeorgieva
@mikehudema
@adbevaluation
@joebiden
@ypbbbdg

Top Mentioned in G6:
@profstrachan
@wef
@arikring
@kambojananya
@aaravseth_
@enricomolinari
@mashable
@dawnroseturner
@ristori20
@heinzvhoenen

Top Mentioned in G7:
@scottmorrisonmp
@sussanley
@birmo
@glblctznau
@speakerpelosi
@senschumer
@sdhamiltonvic
@danielbleakley
@potus
@tickernewsco

Top Mentioned in G8:
@iucn
@iucnredlist
@frasierharry
@fncdialogue
@meteoclimat
@pfe_fwp
@paulakahumbu
@ofbiodiversite
@parccalanques
@meteofrance

Top Mentioned in G9:
@allanmargolin
@jenwinter_yyc
@danwoy
@franncescar
@climatemama
@doctucson
@mariesuzy
@lo
@cleanair
@burlingtongreen

Top Mentioned in G10:
@wmo
@copernicusecmwf
@esa
@aschbacherjosef
@un
@thom_astro
@space_station
@lavonlus
@lewispugh
@act4animals

Top Tweeters
Top Tweeters in Entire Graph:
@mrdjones
@jurylady5
@cybersec_feeds
@chidambara09
@edinburghwatch
@lennaleprena
@teamyoutube
@femtech_
@united
@rjber15

Top Tweeters in G1:
@rosenchild
@justiceoutcry
@wadakashiho
@all435reps
@firstpost
@troubleddays
@allan_crawshaw
@angelakrebs444
@percievedlogic
@olumideidowu

Top Tweeters in G2:
@edjlazar
@johangreg
@aldoceccarelli
@al_maldives
@jfsebastian146
@sullyanne1
@skynews
@brasil_acabou
@outlookindia
@time

Top Tweeters in G3:
@indiatoday
@tudortweep
@timesofindia
@gahlotshagufta
@birdwriter7
@michelejeanson1
@globeandmail
@indiatodayflash
@sustaintrends
@lltwing

Top Tweeters in G4:
@minhkular
@schestowitz
@angelakorras
@newindianxpress
@1stindianews
@davidmatheson27
@jamesvgingerich
@moneycontrolcom
@fadjroel
@natlawreview

Top Tweeters in G5:
@serendipitysays
@indianexpress
@dev_discourse
@thesun
@terpsichore_los
@turkiantof
@telegraph
@dwatchnews
@petervhale
@dailymailuk

Top Tweeters in G6:
@chidambara09
@lehimesa
@dancas2
@thedeveloperbot
@safaricomplc
@morgfair
@artificialbra1n
@blanketcrap
@billnigh
@hubofml

Top Tweeters in G7:
@lennaleprena
@yathinkn
@wgarnews
@charluv2011
@virgotweet
@protectingterra
@foxnews
@raywilton4
@ladypoop2
@onomsalam2pas

Top Tweeters in G8:
@ryotahaga
@broomstick33
@calendula2016
@nordbergvalerie
@arnaudfranz
@syamsud76579252
@splungekik
@ttm71010
@heidibearkaye1
@easy_mfpeasy

Top Tweeters in G9:
@ksp_libs
@shareitarie10
@didifrench
@wandainparis
@demsfight4u
@leftocentre
@tucsonrosie2001
@expobear1
@agussari
@kronik

Top Tweeters in G10:
@markplackett1
@ana_captures
@silviofratini
@weeklycomedy
@euronews
@42sz40
@lindsaymanthey
@aro251175
@rofpvqo0wmvdwey
@iamzaki


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