#climatechange, Twitter, 12/17/2020 1:48:45 AM, 243537


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#climatechange_2020-12-16_17-08-00.xlsx
#climatechange_2020-12-16_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/37qqPHK
@jane__eden
@tolouisehansen
@arikring
@pauledawson
@itsheadlines
@euclimateaction
@imagine_garden
@eco1start
@ipbes
@joebiden

Top hashtags:
#climatechange
#climateaction
#auspol
#climate
#sustainability
#cop26

Description:
Description
The graph represents a network of 8,372 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, 17 December 2020 at 01:24 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, 5-hour, 51-minute period from Monday, 14 December 2020 at 03:28 UTC to Wednesday, 16 December 2020 at 09:19 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 : 8372
Unique Edges : 6383
Edges With Duplicates : 11573
Total Edges : 17956
Number of Edge Types : 5
Retweet : 5029
MentionsInRetweet : 7247
Tweet : 1918
Mentions : 3352
Replies to : 410
Self-Loops : 2027
Reciprocated Vertex Pair Ratio : 0.0162020730602798
Reciprocated Edge Ratio : 0.0318875024757378
Connected Components : 1392
Single-Vertex Connected Components : 685
Maximum Vertices in a Connected Component : 5276
Maximum Edges in a Connected Component : 13753
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.003084
Graph Density : 0.000144088328970921
Modularity : 0.544099
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,372 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, 17 December 2020 at 01:24 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, 5-hour, 51-minute period from Monday, 14 December 2020 at 03:28 UTC to Wednesday, 16 December 2020 at 09:19 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/
[33] 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:
[11] https://sustain-blog.com/2020/12/12/un-secretary-general-we-created-this-mess-but-theres-hope-we-can-get-out-of-it/
[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
[5] https://indiaclimatedialogue.net/2020/12/14/telanganas-greening-overdrive-aims-at-mitigating-climate-change/
[4] https://theconversation.com/venus-was-once-more-earth-like-but-climate-change-made-it-uninhabitable-150445
[4] https://mb.com.ph/2020/12/13/un-chief-calls-for-worldwide-state-of-climate-emergency/
[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://blog.immortalartist.com/p/world-storm-beijing.html

Top URLs in Tweet in G2:
[8] http://hdr.undp.org/en/content/2020-human-development-report-%E2%80%98-next-frontier-human-development-and-anthropocene%E2%80%99
[6] 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] http://report.hdr.undp.org
[4] 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
[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
[3] https://maint.onlinelibrary.wiley.com
[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://m.facebook.com/story.php?story_fbid=1323460214679452&id=100010464583194
[3] https://www.abc.net.au/news/2020-12-13/un-tells-world-leaders-to-declare-states-of-climate-emergency/12978646
[3] https://futurism.com/the-byte/researchers-solar-energy-storage?mc_eid=031db77859&mc_cid=ffb97175b9

Top URLs in Tweet in G3:
[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://twinybots.ch/
[5] https://twitter.com/Tolouisehansen/status/1338289762759712768
[5] https://twitter.com/tolouisehansen/status/1338289762759712768
[5] https://www.instagram.com/accounts/login/
[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 G4:
[1] https://theaimn.com/fact-fiction-faith-and-the-future/
[1] https://bit.ly/youthandclimatechangesurvey
[1] https://twitter.com/zalisteggall/status/1338945433343721473
[1] https://www.smh.com.au/politics/federal/frydenberg-backs-probe-into-banks-not-lending-due-to-climate-risks-20201215-p56noo.html
[1] https://www.abc.net.au/news/2020-11-13/bom-and-csiro-state-of-the-climate-2020/12871690
[1] https://www.smh.com.au/environment/climate-change/paris-climate-summit-is-delivering-on-its-promise-but-in-some-unexpected-ways-20201214-p56n9a.html
[1] https://www.theguardian.com/environment/2020/dec/14/us-to-hold-world-climate-summit-early-next-year-and-seek-to-rejoin-paris-accord
[1] https://www.smh.com.au/politics/federal/stop-fighting-and-start-adapting-to-climate-change-basin-authority-says-20201214-p56nbc.html
[1] https://www.theage.com.au/world/oceania/ardern-and-thunberg-in-spat-over-climate-emergency-declaration-20201214-p56nea.html?utm_medium=Social&utm_source=Twitter#Echobox=1607937470
[1] https://www.theage.com.au/world/europe/british-labour-demands-boris-johnson-blacklist-cormann-s-oecd-bid-over-climate-record-20201213-p56mzk.html?utm_medium=Social&utm_source=Twitter#Echobox=1607839584

Top URLs in Tweet in G5:
[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/
[5] http://www.andrewleigh.com/labor_ready_to_lead_on_climate_action_transcript_2sm_with_marcus_paul
[3] https://www.croakey.org/push-for-healthcare-sector-to-reduce-carbon-footprint/
[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://twitter.com/Tolouisehansen/status/1338289762759712768
[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/
[2] https://econews.com.au/66056/un-chief-urges-leaders-of-every-country-to-declare-climate-emergency/
[2] https://www.sunshinecoastnews.com.au/2020/12/14/wild-weather-sunshine-coast/

Top URLs in Tweet in G6:
[6] https://www.csmonitor.com/Environment/2020/1214/Can-the-world-outdo-the-Paris-accord-Climate-summit-dreams-big?__twitter_impression=true
[5] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[4] https://www.youtube.com/watch?v=ADQlvJ146c4&feature=youtu.be

[4] https://www.bbc.co.uk/news/business-54841528
[3] https://theconversation.com/venus-was-once-more-earth-like-but-climate-change-made-it-uninhabitable-150445?utm_source=twitter&utm_medium=bylinetwitterbutton
[3] http://runbenji.com/
[3] https://www.globaljustice.org.uk/blog/2020/dec/15/dirty-development-dumped#.X9me4tSYvsw.twitter
[3] https://www.worldenergytrade.com/politica/europa/dinamarca-pondra-fin-a-todas-las-nuevas-exploraciones-de-petroleo-y-gas-en-el-mar-del-norte
[3] https://www.solarquotes.com.au/blog/usc-solar-water-battery-mb1802/?utm_source=SPS
[2] https://on.cgiar.org/2Vio6ZX

Top URLs in Tweet in G7:
[33] https://www.bigissue.com/latest/environment/david-graeber-to-save-the-world-were-going-to-have-to-stop-working/
[5] https://www.youtube.com/watch?v=ej2PebKJp5o&feature=youtu.be

[3] https://twitter.com/LeonelCarlosPG/status/1339008882379730946?s=19
[2] https://www.equaltimes.org/in-bangladesh-workers-are-not#.X9lpWWQzbzd
[2] https://www.abc.net.au/news/2020-12-04/indonesia-tropical-glacier-threatened-climate-change/12914584
[2] https://cartoonmovement.com/cartoon/happy-new-year-2021-0
[2] https://issafrica.org/research/policy-brief/migration-a-critical-climate-change-resilience-strategy
[1] https://twitter.com/GdnDevelopment/status/1339091016792436738
[1] https://www.e-elgar.com/shop/gbp/catalog/product/view/id/16803/s/research-handbook-on-communicating-climate-change-9781789900392/
[1] https://twitter.com/VrijSceptisch/status/1337705791273439233

Top URLs in Tweet in G8:
[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://www.bbc.co.uk/news/science-environment-54074733
[1] https://www.theguardian.com/australia-news/audio/2020/jun/03/is-it-too-late-to-save-the-great-barrier-reef?CMP=share_btn_tw
[1] https://www.bbc.co.uk/news/science-environment-54211760
[1] https://www.politico.com/news/2020/11/30/climate-change-mortgage-housing-environment-433721
[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 URLs in Tweet in G10:
[2] https://itsheadlines.blogspot.com/2020/10/climate-change-is-driving-various.html
[2] https://twitter.com/UNFCCC/status/1338884021762338816
[2] https://www.treehugger.com/canada-introducing-big-honking-carbon-tax-5092199#disqus_thread
[2] https://www.abc.net.au/news/2020-12-16/arctic-sea-ice-dramatic-transformation-as-seen-by-satellites/12961584?nw=0
[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://twitter.com/pmagn/status/1337889241209008128

Top Domains
Top Domains in Tweet in Entire Graph:
[558] twitter.com
[87] youtube.com
[81] com.au
[62] theguardian.com
[58] immortalartist.com
[53] co.uk
[51] blogspot.com
[51] blacklocks.ca
[49] linkedin.com
[41] undp.org

Top Domains in Tweet in G1:
[75] twitter.com
[58] immortalartist.com
[14] youtube.com
[13] sustain-blog.com
[11] blogspot.com
[7] thehill.com
[7] org.in
[6] theguardian.com
[6] fao.org
[5] co.uk

Top Domains in Tweet in G2:
[28] twitter.com
[23] weforum.org
[19] undp.org
[4] europa.eu
[4] net.au
[4] climatechange.ai
[4] co.uk
[4] theguardian.com
[3] wiley.com
[3] ipcc.ch

Top Domains in Tweet in G3:
[172] twitter.com
[28] linkedin.com
[24] wiley.com
[16] theguardian.com
[15] youtube.com
[12] com.au
[12] co.uk
[8] instagram.com
[8] furtherafrica.com
[8] medium.com

Top Domains in Tweet in G4:
[6] com.au
[1] theaimn.com
[1] bit.ly
[1] twitter.com
[1] net.au
[1] theguardian.com
[1] thoughtmaybe.com

Top Domains in Tweet in G5:
[41] twitter.com
[36] com.au
[15] climatism.blog
[5] theguardian.com
[5] andrewleigh.com
[4] net.au
[3] croakey.org
[2] wordpress.com
[2] org.au
[2] youtube.com

Top Domains in Tweet in G6:
[33] blogspot.com
[23] twitter.com
[16] youtube.com
[12] gpwx.news
[7] worldenergytrade.com
[6] csmonitor.com
[5] nationalgeographic.com
[5] climatenewsnetwork.net
[5] co.uk
[4] theconversation.com

Top Domains in Tweet in G7:
[33] bigissue.com
[13] twitter.com
[6] youtube.com
[3] ft.com
[2] equaltimes.org
[2] net.au
[2] cartoonmovement.com
[2] issafrica.org
[2] yaleclimateconnections.org
[1] e-elgar.com

Top Domains in Tweet in G8:
[5] theguardian.com
[3] twitter.com
[2] co.uk
[2] vox.com
[2] concernedhealthny.org
[1] politico.com
[1] yale.edu
[1] livescience.com
[1] vancouversun.com
[1] indiatimes.com

Top Domains in Tweet in G10:
[10] twitter.com
[9] net.au
[2] blogspot.com
[2] treehugger.com
[1] thecorrespondent.com
[1] eco-business.com
[1] capitaland.com
[1] thenationalnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5212] climatechange
[696] climateaction
[263] auspol
[261] climate
[227] sustainability
[219] cop26
[214] climatecrisis
[194] environment
[193] parisagreement
[190] covid19



Top Hashtags in Tweet in G1:
[793] climatechange
[264] climateaction
[52] parisagreement
[52] climatechangeisreal
[51] covid19
[48] art
[39] cop26
[38] climatecrisis
[38] environment
[37] dystopia

Top Hashtags in Tweet in G2:
[433] climatechange
[123] biodiversity
[43] climateaction
[32] euclimatepact
[29] hdr2020
[24] parisagreement
[24] climateemergency
[23] climate
[20] ipcc
[18] environment

Top Hashtags in Tweet in G3:
[797] climatechange
[77] climateaction
[46] environment
[43] climatecrisis
[42] climate
[41] sustainability
[38] globalwarming
[31] auspol
[25] energy
[22] parisagreement

Top Hashtags in Tweet in G4:
[81] climatechange
[54] auspol
[31] lnp
[3] climateaction
[2] scottmorrison
[2] cormann
[2] oecd
[1] climatecrisis
[1] electrification
[1] deepdene

Top Hashtags in Tweet in G5:
[272] climatechange
[73] auspol
[38] climateaction
[27] coal
[11] murraydarling
[11] climateemergency
[11] polarbear
[10] fossilfuel
[8] lnpfail
[6] evs

Top Hashtags in Tweet in G6:
[272] climatechange
[43] globalwarming
[39] renewableenergy
[31] climateaction
[28] climate
[19] sustainability
[16] parisagreement
[14] climatecrisis
[14] lithium
[12] airpollution

Top Hashtags in Tweet in G7:
[212] climatechange
[58] davidgraeber
[56] bullshitjobs
[38] indonesia
[34] basicincome
[34] degrowth
[14] lucyrichardson
[13] climateaction
[13] research
[13] communicating

Top Hashtags in Tweet in G8:
[44] climatechange
[14] actonclimate
[9] fracking
[9] environmentaljustice
[9] climate
[7] nature
[6] wildfires
[5] singapore
[4] fraserislandfire
[3] keepitintheground

Top Hashtags in Tweet in G9:
[138] cop26
[39] climatechange
[7] climateactioninyourarea
[6] togetherforourplanet
[5] blackpink
[3] climateaction
[2] blinks
[1] yg
[1] naturelovers
[1] plants

Top Hashtags in Tweet in G10:
[108] climatechange
[34] humanrights
[19] climatecrisis
[14] climateaction
[10] climateemergency
[8] climate
[8] fightfor1point5
[7] abcclimatewatch
[6] endclimatesilence
[5] marinedrive

Top Words
Top Words in Tweet in Entire Graph:
[5196] #climatechange
[1782] climate
[1269] more
[1180] australian
[1152] change
[696] #climateaction
[688] government
[583] agree
[572] retweet
[562] tolouisehansen

Top Words in Tweet in G1:
[792] #climatechange
[264] #climateaction
[191] climate
[111] more
[102] world
[93] change
[52] global
[52] #parisagreement
[52] #climatechangeisreal
[51] #covid19

Top Words in Tweet in G2:
[432] #climatechange
[140] excited
[126] ipbes
[121] #biodiversity
[113] euclimateaction
[79] building
[73] together
[71] cleaner
[70] healthier
[70] worth

Top Words in Tweet in G3:
[797] #climatechange
[164] climate
[108] change
[92] more
[77] #climateaction
[46] #environment
[43] #climatecrisis
[42] #climate
[41] #sustainability
[39] carbon

Top Words in Tweet in G4:
[1068] australian
[546] climate
[539] change
[535] government
[535] more
[534] retweet
[534] agree
[533] tolouisehansen
[81] #climatechange
[64] australians

Top Words in Tweet in G5:
[272] #climatechange
[73] #auspol
[71] australian
[62] climate
[61] government
[60] jwspry
[51] more
[41] coal
[40] australia
[39] scottmorrisonmp

Top Words in Tweet in G6:
[271] #climatechange
[43] #globalwarming
[40] climate
[39] energy
[39] #renewableenergy
[36] joebiden
[34] global
[33] more
[31] #climateaction
[28] #climate

Top Words in Tweet in G7:
[212] #climatechange
[84] working
[81] glaciers
[77] greenpeace
[72] world
[65] save
[65] going
[62] stop
[58] #davidgraeber
[56] #bullshitjobs

Top Words in Tweet in G8:
[163] pauledawson
[92] years
[92] crossed
[92] threshold
[91] global
[89] breached
[89] annual
[89] 400ppm
[89] 2015
[89] four

Top Words in Tweet in G9:
[304] blinks
[172] planet
[169] watch
[169] video
[169] ukinkorea
[139] blackpink
[138] climate
[138] #cop26
[135] calling
[135] action

Top Words in Tweet in G10:
[108] #climatechange
[62] great
[43] trying
[36] twitter
[36] climate
[34] #humanrights
[32] back
[31] tweets
[31] thought
[31] provoking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1035] climate,change
[576] more,climate
[568] australian,government
[564] australian,australian
[564] government,more
[564] retweet,agree
[563] change,retweet
[562] tolouisehansen,australian
[177] watch,video
[177] #climateaction,#climatechange

Top Word Pairs in Tweet in G1:
[86] climate,change
[61] #climateaction,#climatechange
[58] #climatechange,#climateaction
[50] #climatechange,#climatechangeisreal
[48] grey,cross
[44] cross,studios
[43] studios,#art
[39] #art,#climatechange
[29] #climatechangeisreal,#climateaction
[29] #climateaction,#climatechangeart

Top Word Pairs in Tweet in G2:
[70] building,cleaner
[70] cleaner,healthier
[70] healthier,worth
[70] worth,getting
[70] getting,excited
[70] excited,excited
[70] excited,connect
[69] euclimateaction,building
[53] #biodiversity,loss
[37] covid,19

Top Word Pairs in Tweet in G3:
[86] climate,change
[28] #climateaction,#climatechange
[22] #climatechange,#climateaction
[20] #climatechange,#globalwarming
[19] #climate,#climatechange
[19] #climatechange,#climatecrisis
[12] carbon,footprint
[11] #environment,#climatechange
[11] #climatechange,#environment
[9] #climatechange,#climate

Top Word Pairs in Tweet in G4:
[539] climate,change
[534] australian,australian
[534] australian,government
[534] government,more
[534] more,climate
[534] change,retweet
[534] retweet,agree
[533] tolouisehansen,australian
[48] #climatechange,#auspol
[44] live,pics

Top Word Pairs in Tweet in G5:
[30] climate,change
[22] such,thing
[22] australian,government
[22] taking,#climatechange
[21] lost,coal
[21] coal,wine
[21] wine,lobster
[21] lobster,sales
[21] sales,china
[21] china,pissed

Top Word Pairs in Tweet in G6:
[20] #globalwarming,#climatechange
[12] climate,change
[10] renewable,energy
[9] #climateaction,#climatechange
[8] #climate,#climatechange
[8] #climatechange,#globalwarming
[8] joebiden,please
[7] read,#wemeantoclean
[7] #wemeantoclean,#cleandelhi
[7] #cleandelhi,#swachhbharat

Top Word Pairs in Tweet in G7:
[62] save,world
[62] world,going
[62] going,stop
[62] stop,working
[58] working,#davidgraeber
[54] #davidgraeber,#bullshitjobs
[47] #bullshitjobs,#climatechange
[40] glaciers,one
[40] one,sensitive
[40] sensitive,indicators

Top Word Pairs in Tweet in G8:
[89] breached,global
[89] global,annual
[89] annual,threshold
[89] threshold,400ppm
[89] 400ppm,2015
[89] 2015,four
[89] four,years
[89] years,later
[89] later,crossed
[89] crossed,410ppm

Top Word Pairs in Tweet in G9:
[169] blinks,planet
[169] planet,watch
[169] watch,video
[169] video,ukinkorea
[135] calling,blinks
[135] blinks,climate
[135] climate,action
[135] action,area
[135] area,#cop26
[135] #cop26,blinks

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@joebiden
@greenpeace
@gretathunberg
@global2000
@realmarklatham
@adamskipeter
@kamalaharris
@skynewsaust
@scottsantens
@weatherprof

Top Replied-To in G1:
@grant_farquhar
@wildantlers
@cjharvey56
@_sara_jade_
@tristandtyrrell
@nayonbd16
@erinotoole
@un
@govinslee
@hellobensalt

Top Replied-To in G2:
@grahamkirk17
@ldf_lv
@allkenang
@amongstwits
@hazloe3
@dawnroseturner
@jackthelad1947
@zacharypbeasley
@raduede
@arikring

Top Replied-To in G4:
@albericie
@msmwatchdog2013
@rmurrayleach
@noplaceforsheep
@theage
@sallylawry

Top Replied-To in G5:
@realmarklatham
@doctorkarl
@davesharma
@adambandt
@elyasgarad
@albomp
@joebiden
@thenewdailyau
@billhareclimate
@thekouk

Top Replied-To in G6:
@joebiden
@kamalaharris
@danpfeiffer
@bbcnews
@ginanrdc
@bitey2bitey
@philiprucker
@mark_grimes
@letindbreathe
@lawliberal

Top Replied-To in G7:
@greenpeace
@gretathunberg
@global2000
@scottsantens
@bgonthescene
@weatherprof
@greenpeacepress
@gop
@gmb
@skynewsaust

Top Replied-To in G8:
@sethdklein

Top Replied-To in G10:
@raeesa10844914
@pmagn
@ethoslifestyle
@bobbrownfndn
@licypriyak
@aniketl9
@hikeky
@romajvinayak
@lovetheearther
@solisstella1

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

Top Mentioned in G1:
@unep
@fao
@antonioguterres
@samuelguizani
@greycrossstudio
@borisjohnson
@faoclimate
@cop26
@instinc26289171
@ginanrdc

Top Mentioned in G2:
@ipbes
@euclimateaction
@ipcc_ch
@asteiner
@profstrachan
@timmermanseu
@wef
@unbiodiversity
@arikring
@jackthelad1947

Top Mentioned in G3:
@farm_pesa
@china4tech
@earthkikashi
@gngagritech
@pacific_h2o
@mixdevil66
@_oscience
@kathmorrow90
@dennish_okuthe

Top Mentioned in G4:
@tolouisehansen
@geeksrulz
@brockathome
@rosemaryj36
@ausindimedia
@theage
@jim_pembroke
@planglobal
@slsandpet
@spottybalfour

Top Mentioned in G5:
@jwspry
@scottmorrisonmp
@crikey_news
@seanbradbery
@market_forces
@tolouisehansen
@timbuckleyieefa
@davesharma
@tim_jbo
@albomp

Top Mentioned in G6:
@joebiden
@youtube
@michaelemann
@irena
@kamalaharris
@worldenergytrad
@ngfs_
@graphsandcharts
@natgeo
@vulcanenergyres

Top Mentioned in G7:
@greenpeace
@bullshitjobs
@gretathunberg
@drdavidcholmes
@mss7676
@realdonaldtrump
@weatherprof
@thiesbeckers
@fffindia
@global2000

Top Mentioned in G8:
@pauledawson
@clim8invest
@psrenvironment
@wcelaw
@gyan84s
@kenofl
@meldawson6
@sentoomey
@greenpeace
@toistudent

Top Mentioned in G9:
@ukinkorea
@blackpink
@ygent_official
@cop26
@ygofficialblink
@tuahyokkk

Top Mentioned in G10:
@tanmay_shinde99
@geraldkutney
@fff_aus
@authackeray
@licypriyak
@fridays4future
@gretathunberg
@eet_foundation
@ecobusinesscom
@greenpeace

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@tesco
@jurylady5
@cybersec_feeds
@rodolfoxoliz
@geoffrey_payne
@susanneleist
@mhall55nine
@manmet80
@ginniasa

Top Tweeters in G1:
@john1966olsen
@httweets
@markplackett1
@al_maldives
@lalojimjuarez
@darylgibson
@corruptnsw
@viralvideovlogs
@411emilio
@bot_innovation

Top Tweeters in G2:
@manmet80
@bannerite
@lehimesa
@dancas2
@nilimajumder
@gracemurphy2
@altai_armande
@scheerenberger
@morgfair
@billnigh

Top Tweeters in G3:
@jrehnj
@riverasunauthor
@usaperfectunion
@anadoluagency
@aly_hell
@laurelworlds
@junglefruits
@herrkusuma
@newstouse
@sharonsrose13

Top Tweeters in G4:
@minhkular
@3wombats
@msmwatchdog2013
@purplegarter1
@slsandpet
@eschertology
@jrweaver55
@feralislandbud
@michaelpurvis64
@ladypoop2

Top Tweeters in G5:
@jurylady5
@geoffrey_payne
@davidbewart
@world_news_eng
@yathinkn
@fehowarth
@wgarnews
@godelitsas
@thebigship
@wittatwitta

Top Tweeters in G6:
@openletterbot
@debbie_dease
@bbcnews
@washingtonpost
@mimitexasangel
@mackette52
@visualpersist
@simon_a_wood
@imagine_garden
@cnnpolitics

Top Tweeters in G7:
@allan_crawshaw
@percievedlogic
@sampson_elaine
@financialtimes
@ntvde
@skynewsaust
@wavetop
@l82be
@miyakilee
@msnbc

Top Tweeters in G8:
@kenkircher1
@cipherequality
@glasgow_watch
@anselmonadir
@genghisgalahad2
@pppatticake
@letsroc137
@reporterphoenix
@ht4ecosocialism
@bsindia

Top Tweeters in G9:
@kkankan_18
@fatedtomeetbla1
@jisoopinkbeauty
@md1996j
@alize_nt
@bjbasaysay
@benzssdd
@itssaraaam
@kimbisoo
@tuahyokkk

Top Tweeters in G10:
@cranecraney
@gcobber99
@abcnews
@mrtallerjerry
@ctvnews
@cailinaseirinn
@garyfallon2
@pmagn
@yoyobaba
@anshsharma


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