#climatechange, Twitter, 12/18/2020 3:28:24 AM, 243607


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#climatechange_2020-12-17_17-08-01.xlsx
#climatechange_2020-12-17_17-08-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/3gYwK9T
@jane__eden
@tolouisehansen
@pauledawson
@arikring
@imagine_garden
@eco1start
@euclimateaction
@itsheadlines
@ipbes
@jwspry

Top hashtags:
#climatechange
#climateaction
#climate
#auspol
#sustainability
#climatecrisis

Description:
Description
The graph represents a network of 8,622 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 Friday, 18 December 2020 at 01:25 UTC.

The requested start date was Thursday, 17 December 2020 at 01:01 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, 18-hour, 42-minute period from Monday, 14 December 2020 at 06:17 UTC to Thursday, 17 December 2020 at 01:00 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 : 8622
Unique Edges : 6746
Edges With Duplicates : 11391
Total Edges : 18137
Number of Edge Types : 5
Retweet : 5002
MentionsInRetweet : 7295
Tweet : 1953
Mentions : 3482
Replies to : 405
Self-Loops : 2066
Reciprocated Vertex Pair Ratio : 0.0166975881261596
Reciprocated Edge Ratio : 0.0328467153284672
Connected Components : 1433
Single-Vertex Connected Components : 711
Maximum Vertices in a Connected Component : 5366
Maximum Edges in a Connected Component : 13715
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.02523
Graph Density : 0.000140077536656604
Modularity : 0.556624
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,622 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 Friday, 18 December 2020 at 01:25 UTC.

The requested start date was Thursday, 17 December 2020 at 01:01 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, 18-hour, 42-minute period from Monday, 14 December 2020 at 06:17 UTC to Thursday, 17 December 2020 at 01:00 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:
[49] https://www.blacklocks.ca/240-carbon-tax-hike-after-vow-of-no-secret-agenda/
[27] https://www.bigissue.com/latest/environment/david-graeber-to-save-the-world-were-going-to-have-to-stop-working/
[25] http://hdr.undp.org/en/content/2020-human-development-report-%E2%80%98-next-frontier-human-development-and-anthropocene%E2%80%99
[21] https://twinybots.ch/
[13] https://www.barrons.com/articles/ge-climate-plan-focuses-on-renewables-gas-power-51608034500?platform=hootsuite
[13] https://apnews.com/article/business-plants-climate-gardening-environment-0a099826cf61752156d4faee10c28132
[11] https://www.fiskerinc.com/
[11] https://sustain-blog.com/2020/12/12/un-secretary-general-we-created-this-mess-but-theres-hope-we-can-get-out-of-it/
[11] https://www.realestate.com.au/
[9] https://www.weforum.org/agenda/2020/12/united-nations-chief-rich-poor-nations-finance-support?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=14/12/2020+16:45

Top URLs in Tweet in G1:
[8] https://furtherafrica.com/2020/12/14/anglo-american-divesting-from-its-thermal-coal-operations-in-south-africa/
[7] https://medium.com/mark-and-focus/blue-and-green-cities-64d3d1367674
[6] https://twitter.com/Tolouisehansen/status/1338289762759712768
[6] https://www.instagram.com/accounts/login/
[6] https://twinybots.ch/
[5] https://twitter.com/tolouisehansen/status/1338289762759712768
[4] http://hdr.undp.org/en/content/2020-human-development-report-%E2%80%98-next-frontier-human-development-and-anthropocene%E2%80%99
[4] https://www.croakey.org/push-for-healthcare-sector-to-reduce-carbon-footprint/
[3] https://www.barrons.com/articles/ge-climate-plan-focuses-on-renewables-gas-power-51608034500?platform=hootsuite
[3] https://www.abc.net.au/news/2020-12-16/arctic-sea-ice-dramatic-transformation-as-seen-by-satellites/12961584?nw=0

Top URLs in Tweet in G2:
[27] https://www.bigissue.com/latest/environment/david-graeber-to-save-the-world-were-going-to-have-to-stop-working/
[7] https://thehill.com/policy/energy-environment/454939-europe-heatwave-expected-to-hit-arctic-speed-up-melting-of-ice
[6] https://blog.immortalartist.com/p/world-storm-new-york-city.html
[6] https://www.downtoearth.org.in/news/agriculture/fungal-scab-attack-can-spell-doom-for-kashmir-s-apple-growers-this-year-74631
[4] https://www.amazon.com/
[3] https://www.reporter.gr/Apopseis/Apo-thesews/Spyros-Polychronopoylos/462737-Ellas,-Toyrkia,-klimatikh-allagh-Ti-Aigaio-tha-paradwsoyme?utm_source=dlvr.it&utm_medium=twitter
[3] https://distribution.itaaw.com/smartlink.cfm?MTAwMDAwMzI5Mjc3
[3] https://twitter.com/typewriteralley/status/1338995138308161536
[3] https://twitter.com/DaveSharma/status/1338451770658287616
[3] https://twinybots.ch/

Top URLs in Tweet in G3:
[1] https://bit.ly/youthandclimatechangesurvey
[1] https://www.abc.net.au/news/2020-11-13/bom-and-csiro-state-of-the-climate-2020/12871690
[1] https://www.canberratimes.com.au/anu-phd-student-inez/

Top URLs in Tweet in G4:
[11] https://sustain-blog.com/2020/12/12/un-secretary-general-we-created-this-mess-but-theres-hope-we-can-get-out-of-it/
[6] http://report.hdr.undp.org
[6] http://hdr.undp.org/en/content/2020-human-development-report-%E2%80%98-next-frontier-human-development-and-anthropocene%E2%80%99
[3] https://theconversation.com/venus-was-once-more-earth-like-but-climate-change-made-it-uninhabitable-150445
[3] http://www.fao.org/climate-change/knowledge-hub/en/
[3] https://maint.onlinelibrary.wiley.com
[3] https://climate-security-expert-network.org/sites/climate-security-expert-network.org/files/documents/csen_caribbean_riskbrief.pdf
[2] https://www.pscp.tv/EUClimateAction/1yNGaWEWdpVxj
[2] https://ec.europa.eu/clima/events/launch-event-european-climate-pact_en
[2] https://slido.com/

Top URLs in Tweet in G5:
[7] https://www.weforum.org/agenda/2020/12/united-nations-chief-rich-poor-nations-finance-support?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=14/12/2020+16:45
[5] https://www.weforum.org/agenda/2020/12/emissions-paris-agreement-two-decades-climate-change-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=14/12/2020+17:15
[5] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[4] https://www.weforum.org/agenda/2020/12/joe-biden-john-kerry-climate-change-environment-usa-us-united-states?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=13/12/2020+14:30
[4] http://gpwx.news/njxml
[3] https://www.weforum.org/agenda/2020/12/venus-was-once-more-earth-like-but-climate-change-made-it-uninhabitable?utm_source=twitter&utm_medium=social_scheduler&utm_term=Space&utm_content=16/12/2020+16:45
[3] https://www.weforum.org/agenda/2020/12/environment-pictures-2020-best-photographs?utm_source=twitter&utm_medium=social_scheduler&utm_term=Environment+and+Natural+Resource+Security&utm_content=08/12/2020+19:45
[3] https://theconversation.com/venus-was-once-more-earth-like-but-climate-change-made-it-uninhabitable-150445?utm_source=twitter&utm_medium=bylinetwitterbutton
[3] https://www.globaljustice.org.uk/blog/2020/dec/15/dirty-development-dumped#.X9me4tSYvsw.twitter
[3] http://gpwx.news/g7vj2

Top URLs in Tweet in G6:
[8] https://malvorlagen-seite.de/malvorlage-klimawandel-umweltschutz/
[6] https://www.csmonitor.com/Environment/2020/1214/Can-the-world-outdo-the-Paris-accord-Climate-summit-dreams-big?__twitter_impression=true
[3] https://www.abc.net.au/news/2020-12-13/un-tells-world-leaders-to-declare-states-of-climate-emergency/12978646
[2] https://youtu.be/DHYdOGffVek
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=98f7d0a0-4049-11eb-8408-31a6369f9153&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMi0wMS9ob3ctY2xpbWF0ZS1jaGFuZ2UtaXMtdGFyZ2V0aW5nLWFmZm9yZGFibGUtaG91c2luZz91dG1fc291cmNlPXVybF9saW5r
[2] https://twitter.com/BabaBrinkman/status/1331283750601322502
[2] https://www3.nhk.or.jp/nhkworld/en/news/20201209_22/
[2] https://www.theguardian.com/science/2020/oct/27/sleeping-giant-arctic-methane-deposits-starting-to-release-scientists-find?CMP=share_btn_tw
[2] https://www.lavanguardia.com/natural/cambio-climatico/20201212/6111591/2020-ano-perdido-accion-climatica.html
[2] https://www.elmundo.es/ciencia-y-salud/ciencia/2020/12/12/5fd4c593fc6c837a138b4648.html

Top URLs in Tweet in G7:
[5] http://www.andrewleigh.com/labor_ready_to_lead_on_climate_action_transcript_2sm_with_marcus_paul
[3] https://www.smh.com.au/politics/federal/frydenberg-backs-probe-into-banks-not-lending-due-to-climate-risks-20201215-p56noo.html?btis
[3] https://www.croakey.org/push-for-healthcare-sector-to-reduce-carbon-footprint/
[2] https://www.smh.com.au/politics/federal/frydenberg-backs-probe-into-banks-not-lending-due-to-climate-risks-20201215-p56noo.html
[2] https://econews.com.au/66056/un-chief-urges-leaders-of-every-country-to-declare-climate-emergency/
[2] https://www.smh.com.au/world/europe/economy-and-ecology-cormann-s-top-oecd-rival-pledges-climate-reform-20201210-p56m75.html
[2] https://www.futurework.org.au/planning_and_supporting_transition_not_delaying_it_best_way_to_help_fossil_fuel_workers
[1] https://www.minister.industry.gov.au/ministers/pitt/media-releases/beetaloo-strategic-plan-will-unlock-gas-jobs-and-development
[1] https://twitter.com/SkyNewsAust/status/1338738438078533632
[1] https://www.theguardian.com/commentisfree/2020/dec/15/chinas-ban-is-less-of-a-threat-to-australias-coal-industry-than-international-climate-ambition

Top URLs in Tweet in G8:
[5] https://indiaclimatedialogue.net/2020/12/14/telanganas-greening-overdrive-aims-at-mitigating-climate-change/
[2] https://itsheadlines.blogspot.com/2020/10/climate-change-is-driving-various.html
[1] https://twitter.com/guardianeco/status/1339089883743174656
[1] https://twitter.com/Greenpeace/status/1339042693557723138
[1] https://twitter.com/Greenpeace/status/1339103175815606272
[1] https://twitter.com/tanmay_shinde99/status/1338374868652285952
[1] https://twitter.com/tanmay_shinde99/status/1337785721931776003
[1] https://www.theguardian.com/environment/2020/dec/16/mountain-hares-at-risk-as-winter-coats-fail-to-camouflage-in-snowless-scottish-highlands
[1] https://thecorrespondent.com/835/the-future-of-agriculture-lies-in-the-past/56057910370-cd74423c
[1] http://hdr.undp.org/en/content/2020-human-development-report-%E2%80%98-next-frontier-human-development-and-anthropocene%E2%80%99

Top URLs in Tweet in G9:
[11] https://www.realestate.com.au/
[8] https://climatism.blog/2020/01/26/peta-un-agenda-21-will-stop-bushfires-and-halt-climate-change-climatism/
[3] https://www.youtube.com/watch?v=GXFSK0ogeg4

[2] https://www.abc.net.au/news/2020-12-16/arctic-sea-ice-dramatic-transformation-as-seen-by-satellites/12961584?nw=0
[2] https://twitter.com/JWSpry/status/1192755392465358848
[2] https://tallbloke.wordpress.com/2020/12/14/ben-pile-how-the-ccc-turns-10-opinions-in-66-million/
[1] https://twitter.com/cristalacko/status/1338989869364736006
[1] https://twitter.com/conservationorg/status/1338616010778226688
[1] https://twitter.com/cup_high/status/1338692024111755265
[1] https://twitter.com/market_forces/status/1336947522133139457

Top URLs in Tweet in G10:
[2] 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
[2] https://www.theguardian.com/environment/2020/nov/23/climate-crisis-co2-hits-new-record-despite-covid-19-lockdowns?CMP=share_btn_tw
[2] https://concernedhealthny.org/compendium/
[1] https://news.gov.bc.ca/releases/2020ENV0061-002075
[1] https://www.aljazeera.com/economy/2020/12/15/fed-formally-joins-global-panel-working-to-reduce-climate-risks
[1] https://www.wcel.org/media-release/government-report-reveals-bc-track-meet-2030-climate-targets
[1] https://vancouversun.com/news/national/wildfires-take-over-from-industry-as-major-source-of-cancer-causing-air-toxins-study/wcm/61091676-a9dd-4008-83a7-9f7247f5245f
[1] https://e360.yale.edu/features/as-climate-changes-worsens-a-cascade-of-tipping-points-looms
[1] https://www.theguardian.com/environment/2020/sep/21/worlds-richest-1-cause-double-co2-emissions-of-poorest-50-says-oxfam?CMP=share_btn_tw
[1] https://www.livescience.com/antarctica-ice-free-climate-change.html

Top Domains
Top Domains in Tweet in Entire Graph:
[567] twitter.com
[89] youtube.com
[80] com.au
[64] theguardian.com
[52] co.uk
[51] blogspot.com
[51] blacklocks.ca
[48] linkedin.com
[47] immortalartist.com
[43] bit.ly

Top Domains in Tweet in G1:
[184] twitter.com
[29] linkedin.com
[24] wiley.com
[18] youtube.com
[17] theguardian.com
[13] co.uk
[10] com.au
[9] instagram.com
[9] medium.com
[8] furtherafrica.com

Top Domains in Tweet in G2:
[54] twitter.com
[46] immortalartist.com
[27] bigissue.com
[8] youtube.com
[7] thehill.com
[7] org.in
[4] co.uk
[4] washingtonpost.com
[4] amazon.com
[3] reporter.gr

Top Domains in Tweet in G3:
[1] bit.ly
[1] net.au
[1] com.au

Top Domains in Tweet in G4:
[22] twitter.com
[18] undp.org
[13] sustain-blog.com
[9] fao.org
[5] europa.eu
[5] youtube.com
[5] bit.ly
[4] zoom.us
[4] co.uk
[3] ipcc.ch

Top Domains in Tweet in G5:
[40] blogspot.com
[31] weforum.org
[31] twitter.com
[31] gpwx.news
[14] youtube.com
[5] theconversation.com
[4] bbc.com
[4] nytimes.com
[4] grist.org
[4] phys.org

Top Domains in Tweet in G6:
[16] twitter.com
[8] malvorlagen-seite.de
[6] csmonitor.com
[4] net.au
[3] theguardian.com
[2] youtu.be
[2] bloomberg.com
[2] or.jp
[2] lavanguardia.com
[2] elmundo.es

Top Domains in Tweet in G7:
[21] twitter.com
[19] com.au
[5] andrewleigh.com
[4] theguardian.com
[3] croakey.org
[2] net.au
[2] org.au
[1] gov.au
[1] youtube.com
[1] newscientist.com

Top Domains in Tweet in G8:
[8] twitter.com
[5] indiaclimatedialogue.net
[2] blogspot.com
[1] theguardian.com
[1] thecorrespondent.com
[1] undp.org
[1] pscp.tv
[1] zoom.us
[1] eco-business.com
[1] capitaland.com

Top Domains in Tweet in G9:
[35] twitter.com
[19] com.au
[16] climatism.blog
[11] net.au
[4] youtube.com
[2] wordpress.com
[1] theguardian.com
[1] thegwpf.com
[1] nasa.gov

Top Domains in Tweet in G10:
[4] theguardian.com
[2] vox.com
[2] twitter.com
[2] concernedhealthny.org
[1] bc.ca
[1] aljazeera.com
[1] wcel.org
[1] vancouversun.com
[1] yale.edu
[1] livescience.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5281] climatechange
[644] climateaction
[269] climate
[241] auspol
[236] sustainability
[231] climatecrisis
[209] cop26
[202] environment
[194] globalwarming
[190] covid19



Top Hashtags in Tweet in G1:
[841] climatechange
[73] climateaction
[56] climatecrisis
[54] sustainability
[54] globalwarming
[53] environment
[53] climate
[27] climateemergency
[27] auspol
[25] energy

Top Hashtags in Tweet in G2:
[722] climatechange
[100] climateaction
[50] davidgraeber
[49] bullshitjobs
[35] dystopia
[31] climatechangeisreal
[31] environment
[30] art
[29] covid19
[28] basicincome

Top Hashtags in Tweet in G3:
[58] climatechange
[42] auspol
[13] lnp
[1] scottmorrison
[1] stopplastic
[1] zerowaste
[1] plasticfree
[1] stopplasticpollution
[1] globalwarming
[1] tertiary

Top Hashtags in Tweet in G4:
[386] climatechange
[123] biodiversity
[73] climateaction
[47] parisagreement
[35] euclimatepact
[30] covid19
[27] hdr2020
[18] cop26
[18] ipcc
[17] tree

Top Hashtags in Tweet in G5:
[382] climatechange
[106] climateaction
[81] globalwarming
[53] climate
[29] climatecrisis
[24] environment
[18] sustainability
[16] climatedata
[15] climateemergency
[15] gpwx

Top Hashtags in Tweet in G6:
[136] climatechange
[30] climateaction
[29] climateemergency
[22] climate
[12] climatecrisis
[9] auspol
[8] klimaschutz
[8] klimakrise
[8] klimawandel
[8] klimaschutzindex

Top Hashtags in Tweet in G7:
[209] climatechange
[68] auspol
[36] climateaction
[23] australia
[22] coal
[22] murdoch
[16] cormann
[16] oecd
[13] fossilfuel
[11] thisjusthappened

Top Hashtags in Tweet in G8:
[99] climatechange
[34] humanrights
[12] climateaction
[9] climate
[9] climatecrisis
[8] fightfor1point5
[5] marinedrive
[5] telangana
[5] green
[5] tellthetruth

Top Hashtags in Tweet in G9:
[177] climatechange
[29] auspol
[22] climateemergency
[13] climate
[11] polarbear
[9] currumbin
[8] scottyfrommarketing
[7] climateaction
[7] abcclimatewatch
[6] un

Top Hashtags in Tweet in G10:
[60] climatechange
[14] climateambitionsummit
[9] actonclimate
[9] fracking
[9] environmentaljustice
[9] climate
[7] wildfires
[7] nature
[6] us
[6] federalreserve

Top Words
Top Words in Tweet in Entire Graph:
[5261] #climatechange
[1780] climate
[1275] more
[1170] australian
[1150] change
[687] government
[644] #climateaction
[571] agree
[567] retweet
[554] tolouisehansen

Top Words in Tweet in G1:
[841] #climatechange
[170] climate
[109] change
[87] more
[73] #climateaction
[56] #climatecrisis
[54] #sustainability
[54] #globalwarming
[53] #environment
[53] #climate

Top Words in Tweet in G2:
[720] #climatechange
[135] climate
[120] world
[100] #climateaction
[80] more
[73] change
[72] going
[64] working
[63] save
[59] stop

Top Words in Tweet in G3:
[1058] australian
[535] climate
[534] change
[529] government
[529] more
[529] retweet
[529] agree
[528] tolouisehansen
[58] #climatechange
[42] #auspol

Top Words in Tweet in G4:
[382] #climatechange
[144] excited
[123] ipbes
[121] #biodiversity
[113] euclimateaction
[103] building
[83] more
[79] together
[73] #climateaction
[72] cleaner

Top Words in Tweet in G5:
[381] #climatechange
[115] climate
[106] #climateaction
[81] #globalwarming
[58] #climate
[54] change
[50] more
[43] wef
[35] world
[31] global

Top Words in Tweet in G6:
[136] #climatechange
[49] climate
[31] profstrachan
[30] #climateaction
[29] #climateemergency
[27] change
[23] #climate
[22] countries
[21] more
[21] promises

Top Words in Tweet in G7:
[209] #climatechange
[68] #auspol
[63] australian
[62] climate
[51] government
[36] more
[36] #climateaction
[35] crikey_news
[31] coal
[30] seanbradbery

Top Words in Tweet in G8:
[99] #climatechange
[62] great
[43] trying
[34] #humanrights
[32] back
[31] tweets
[31] thought
[31] provoking
[31] inspiring
[31] work

Top Words in Tweet in G9:
[177] #climatechange
[69] jwspry
[43] scottmorrisonmp
[39] lots
[29] #auspol
[27] rain
[24] again
[24] snow
[23] going
[22] #climateemergency

Top Words in Tweet in G10:
[169] pauledawson
[98] global
[92] threshold
[92] crossed
[91] years
[90] breached
[90] annual
[90] 400ppm
[90] 2015
[90] four

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1018] climate,change
[568] more,climate
[564] australian,government
[556] australian,australian
[556] government,more
[556] retweet,agree
[555] change,retweet
[554] tolouisehansen,australian
[171] watch,video
[165] blinks,planet

Top Word Pairs in Tweet in G1:
[90] climate,change
[29] #climatechange,#globalwarming
[27] #climateaction,#climatechange
[23] #climate,#climatechange
[20] #climatechange,#climatecrisis
[20] #climatechange,#climateaction
[13] #environment,#climatechange
[12] #climatechange,#environment
[11] carbon,footprint
[11] #climatechange,#climateemergency

Top Word Pairs in Tweet in G2:
[59] climate,change
[52] save,world
[52] world,going
[52] going,stop
[52] stop,working
[50] working,#davidgraeber
[47] #davidgraeber,#bullshitjobs
[42] grey,cross
[41] cross,studios
[39] #bullshitjobs,#climatechange

Top Word Pairs in Tweet in G3:
[533] climate,change
[529] australian,australian
[529] australian,government
[529] government,more
[529] more,climate
[529] change,retweet
[529] retweet,agree
[528] tolouisehansen,australian
[41] live,pics
[41] pics,byron

Top Word Pairs in Tweet in G4:
[72] building,cleaner
[72] cleaner,healthier
[72] healthier,worth
[72] worth,getting
[72] getting,excited
[72] excited,excited
[72] excited,connect
[71] euclimateaction,building
[51] #biodiversity,loss
[36] covid,19

Top Word Pairs in Tweet in G5:
[42] climate,change
[41] #globalwarming,#climatechange
[34] #climateaction,#climatechange
[16] #climatechange,#climateaction
[16] average,increase
[16] increase,temperate
[16] approx,#climatedata
[14] energy,transition
[14] transition,dialogues
[13] #wemeantoclean,#cleandelhi

Top Word Pairs in Tweet in G6:
[20] #climatechange,countries
[20] countries,kept
[20] kept,promises
[20] promises,capita
[20] capita,basis
[20] basis,including
[20] including,exports
[20] exports,australians
[19] profstrachan,#climatechange
[19] australians,respo

Top Word Pairs in Tweet in G7:
[29] climate,change
[25] such,thing
[23] thing,liberal
[23] liberal,moderate
[23] moderate,federal
[23] federal,government
[23] government,comes
[23] comes,#climateaction
[22] taking,#climatechange
[22] report,#australia

Top Word Pairs in Tweet in G8:
[31] tweets,thought
[31] thought,provoking
[31] provoking,inspiring
[31] inspiring,great
[31] great,work
[31] work,independent
[31] independent,twitter
[31] twitter,handle
[31] handle,trying
[31] trying,create

Top Word Pairs in Tweet in G9:
[20] once,again
[19] again,#climatechange
[19] #climatechange,'deniers'
[19] 'deniers',great
[19] great,article
[19] article,dr
[19] dr,john
[19] john,happs
[19] happs,packed
[19] packed,actual

Top Word Pairs in Tweet in G10:
[90] breached,global
[90] global,annual
[90] annual,threshold
[90] threshold,400ppm
[90] 400ppm,2015
[90] 2015,four
[90] four,years
[90] years,later
[90] later,crossed
[90] crossed,410ppm

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@greenpeace
@kamalaharris
@terrybarnes5
@adamskipeter
@ericholthaus
@realmarklatham
@scottsantens
@weatherprof
@bgonthescene

Top Replied-To in G2:
@joebiden
@kamalaharris
@greenpeace
@scottsantens
@bgonthescene
@weatherprof
@cbssunday
@_sara_jade_
@grant_farquhar
@wildantlers

Top Replied-To in G3:
@msmwatchdog2013
@rmurrayleach
@sallylawry
@albericie

Top Replied-To in G4:
@hellobensalt
@climategroup
@sumuelahi
@hl_clarkson
@sustmeme
@drvictoriahurth
@supplychnqueen
@lindaflabour
@jenandersson1
@petermckillop

Top Replied-To in G5:
@tristandtyrrell
@janemarriottuk
@dominicraab
@gulf_intel
@letindbreathe

Top Replied-To in G6:
@grahamkirk17
@danpfeiffer
@allkenang
@amongstwits
@hazloe3
@raduede
@arikring
@olops
@ecowarriorss
@christophernfox

Top Replied-To in G7:
@terrybarnes5
@davesharma
@doctorkarl
@stephenjonesmp
@elyasgarad
@milliganreports
@jill_biddington
@mathiascormann
@albomp
@joebiden

Top Replied-To in G8:
@raeesa10844914
@licypriyak
@aniketl9
@pmagn
@ethoslifestyle
@hikeky
@romajvinayak
@lovetheearther
@solisstella1
@_hwright

Top Replied-To in G9:
@realmarklatham
@matt_keanmp
@basedzoomer97
@adambandt
@slpng_giants_oz
@oceanjg
@byoz01
@austbondlover
@fbastiat1
@roccohowat1

Top Replied-To in G10:
@sethdklein

Top Mentioned
Top Mentioned in Entire Graph:
@tolouisehansen
@pauledawson
@ukinkorea
@blackpink
@ipbes
@euclimateaction
@greenpeace
@henrikfisker
@jwspry
@ipcc_ch

Top Mentioned in G1:
@earthkikashi
@farm_pesa
@china4tech
@_oscience
@kathmorrow90
@dennish_okuthe
@intpolicydigest
@catmanforever

Top Mentioned in G2:
@joebiden
@bullshitjobs
@samuelguizani
@gretathunberg
@drdavidcholmes
@borisjohnson
@instinc26289171
@ginanrdc
@mss7676
@weatherprof

Top Mentioned in G3:
@tolouisehansen
@geeksrulz
@brockathome
@planglobal
@slsandpet
@spottybalfour
@sallylawry
@groupe_inc
@fuzzylogicsci

Top Mentioned in G4:
@ipbes
@euclimateaction
@ipcc_ch
@asteiner
@fao
@timmermanseu
@unep
@unfccc
@unbiodiversity
@cop26

Top Mentioned in G5:
@wef
@graphsandcharts
@narendramodi
@gulf_intel
@youtube
@frronconi
@unioulu
@ngfs_
@shicooks
@abuq

Top Mentioned in G6:
@profstrachan
@arikring
@ecowarriorss
@michaelemann
@jackthelad1947
@thenergynet
@amazingchevvolt
@rigadimd
@hanslak
@ristori20

Top Mentioned in G7:
@crikey_news
@seanbradbery
@newscorpaus
@market_forces
@wendy_bacon
@tolouisehansen
@albomp
@timbuckleyieefa
@everaldatlarge
@davesharma

Top Mentioned in G8:
@tanmay_shinde99
@fff_aus
@aneraokailash
@nahluwalia20
@undp_india
@moefcc
@prakashjavdekar
@jairam_ramesh
@cmo_uttarakhand
@fayedsouza

Top Mentioned in G9:
@jwspry
@scottmorrisonmp
@ellymelly
@tim_jbo
@jjkale2
@damtom79
@matt_keanmp
@angustaylormp
@mahootna2
@rowandean

Top Mentioned in G10:
@pauledawson
@chrisgpackham
@wcelaw
@clim8invest
@psrenvironment
@dawnroseturner
@gyan84s
@meldawson6
@sentoomey
@sarahcox_bc

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@tesco
@jurylady5
@lennaleprena
@monicasloves
@cybersec_feeds
@rodolfoxoliz
@geoffrey_payne
@susanneleist
@independent

Top Tweeters in G1:
@riverasunauthor
@usaperfectunion
@anadoluagency
@aly_hell
@laurelworlds
@junglefruits
@newstouse
@sharonsrose13
@tamilthehindu
@the_plantsman_

Top Tweeters in G2:
@lalojimjuarez
@darylgibson
@corruptnsw
@viralvideovlogs
@411emilio
@bot_innovation
@christinejameis
@debbie_dease
@margymayell
@dunaisiaka

Top Tweeters in G3:
@3wombats
@msmwatchdog2013
@purplegarter1
@slsandpet
@eschertology
@jrweaver55
@feralislandbud
@ladypoop2
@northway_debbie
@juliecorb

Top Tweeters in G4:
@john1966olsen
@nilimajumder
@petchary
@ybreevaart67_63
@nomoreslaves
@cnn
@togura04
@ana_captures
@saleemulhuq
@deborahskyrim

Top Tweeters in G5:
@scheerenberger
@timesofindia
@trippbraden
@nicochan33
@olumideidowu
@gvalan
@rcarr57
@prettypris
@mackette52
@shoreboy1961

Top Tweeters in G6:
@manmet80
@lehimesa
@dancas2
@gracemurphy2
@altai_armande
@morgfair
@billnigh
@normanbuffong
@ken_crichlow
@cberrl

Top Tweeters in G7:
@jurylady5
@geoffrey_payne
@davidbewart
@world_news_eng
@yathinkn
@fehowarth
@wgarnews
@danascully2
@drrimmer
@michaelpurvis64

Top Tweeters in G8:
@httweets
@thequint
@mrtallerjerry
@garyfallon2
@anshsharma
@thenationalnews
@made_in_alsace
@parents4future
@thewire_in
@omairtahmad

Top Tweeters in G9:
@davidmatheson27
@fernetmendocina
@faully33
@gcobber99
@abcnews
@havenaar64
@whterbbnadvocat
@carbongate
@mahootna2
@screaminkid

Top Tweeters in G10:
@kenkircher1
@cipherequality
@glasgow_watch
@anselmonadir
@allan_crawshaw
@genghisgalahad2
@pppatticake
@dawnroseturner
@letsroc137
@reporterphoenix


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