#climatechange, Twitter, 1/27/2022 2:17:53 AM, 270705


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#climatechange_2022-01-26_17-08-00.xlsx
#climatechange_2022-01-26_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
#climatechange via NodeXL https://bit.ly/3u59AHA
@jfsebastian146
@jane__eden
@arikring
@treedefi
@itsprettyjamie
@jha_yatendra
@insane_voice
@ethereal_vegan
@imagine_garden
@_globalcrisis_

Top hashtags:
#climatechange
#climateaction
#climatecrisis
#globalwarming

Description:
Description
The graph represents a network of 7,419 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, 27 January 2022 at 01:25 UTC.

The requested start date was Thursday, 27 January 2022 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, 7-hour, 15-minute period from Thursday, 20 January 2022 at 00:58 UTC to Saturday, 22 January 2022 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 : 7419
Unique Edges : 5403
Edges With Duplicates : 12514
Total Edges : 17917
Number of Edge Types : 5
Retweet : 5326
MentionsInRetweet : 7451
Tweet : 1820
Mentions : 3030
Replies to : 290
Self-Loops : 1950
Reciprocated Vertex Pair Ratio : 0.0181740431900791
Reciprocated Edge Ratio : 0.0356992860142797
Connected Components : 981
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 5035
Maximum Edges in a Connected Component : 14717
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.324805
Graph Density : 0.000173056209361818
Modularity : 0.495722
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,419 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, 27 January 2022 at 01:25 UTC.

The requested start date was Thursday, 27 January 2022 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, 7-hour, 15-minute period from Thursday, 20 January 2022 at 00:58 UTC to Saturday, 22 January 2022 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:
[91] https://www.etsy.com/shop/EtherealVeganPlants
[45] https://twitter.com/treedefi/status/1484152498579554310
[26] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[26] https://twinybots.ch/
[25] https://tetssol.com/
[25] https://tetstech.com/
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270310
[21] https://organiclivefood.com/health/facts-about-climate-change-global-warming.php
[14] https://www.researchgate.net/publication/356639494_The_Post-Pandemic_Development_of_the_Green_Circular_Economy_and_the_Declarations_Made_During_the_UN_Climate_Change_Conference_COP26_as_Security_Determinants?utm_source=twitter&rgutm_meta1=eHNsLURxTmhuYi9Xa3MyNVNZdnFwVmM0YWpBR0dDNDJMbEJpWmw5L3hSdnpyWVNCL2lvYnU3WTNZWUluUWpCRUxlT2taU0pCdDZ0MVlpVkFmYlJOWUVLay9RPT0%3D
[14] https://www.bbc.co.uk/news/science-environment-59941016

Top URLs in Tweet in G1:
[26] https://drivebycuriosity.blogspot.com/2018/03/economics-who-will-gain-from-global.html
[5] https://www.williamquincybelle.com/2019/06/the-enemy-is-us.html
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270310
[5] https://twinybots.ch/
[4] https://www.orfonline.org/research/energy-news-monitor26/
[4] https://www.africanreview.com/energy-a-power/renewables/energy-transition-key-to-africa-s-economic-future-says-irena-afdb-report
[3] https://orfonline.org/expert-speak/combating-climate-change-with-a-sustainable-food-system
[3] https://www.forbes.com/sites/feliciajackson/2022/01/18/despite-government-pledges-to-end-deforestation-companies-and-investors-are-ignoring-the-risk/?sh=529144515179
[3] https://traveltomorrow.com/joshua-trees-are-in-serious-danger/
[3] https://lenrdiscovery.com/

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270310
[3] https://berliner-schloss.de/
[3] https://www.dw.com/en/eating-meat-is-no-longer-a-private-matter/a-55515722
[2] https://www.oxfam.org/en/press-releases/worlds-richest-10-produce-half-carbon-emissions-while-poorest-35-billion-account
[2] https://www.youtube.com/watch?v=L9wiwDj5KH4

[1] https://twitter.com/DeoWalusimbi/status/1484573323413659648
[1] https://twinybots.ch/
[1] https://www.researchgate.net/publication/356639494_The_Post-Pandemic_Development_of_the_Green_Circular_Economy_and_the_Declarations_Made_During_the_UN_Climate_Change_Conference_COP26_as_Security_Determinants?utm_source=twitter&rgutm_meta1=eHNsLURxTmhuYi9Xa3MyNVNZdnFwVmM0YWpBR0dDNDJMbEJpWmw5L3hSdnpyWVNCL2lvYnU3WTNZWUluUWpCRUxlT2taU0pCdDZ0MVlpVkFmYlJOWUVLay9RPT0%3D
[1] https://journals.sagepub.com/doi/10.1177/08901171211063998
[1] https://theconversation.com/will-three-billion-people-really-live-in-temperatures-as-hot-as-the-sahara-by-2070-137776

Top URLs in Tweet in G3:
[6] https://twinybots.ch/
[4] https://cjujitsu.com/2022/01/20/dont-look-up-simply-a-terrible-movie/
[3] https://sentinelcolorado.com/news/metro/new-disaster-threats-depend-on-old-ways-to-alert-rescue-aurora-residents-and-businesses/
[3] https://www.instagram.com/accounts/login/
[3] https://www.youtube.com/playlist?list=PLOo3oJVjWZYQZNuMyqh7p-r7sEcLCJTLB

[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=270310
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[2] https://www.vice.com/en/article/wxdg4z/scientists-warn-that-sixth-mass-extinction-has-probably-started
[2] https://www.usatoday.com/in-depth/news/investigations/2022/01/20/climate-change-we-didnt-just-made-earth-hotter-we-altered-rain-extreme-weather/6510452001/
[2] https://railpage.com.au/go/87855?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[44] https://twitter.com/treedefi/status/1484152498579554310
[4] https://learningenglish.voanews.com/a/elephants-dying-in-sri-lanka-from-eating-plastic-waste/6397654.html
[4] https://www.sciencedaily.com/releases/2022/01/220119135047.htm?utm_source=SPS&utm_medium=Twitter-Riseup4Climate
[4] https://wemeantoclean.blogspot.com/2019/06/watering-sainik-vihar-saplings.html
[3] https://www.miamiherald.com/opinion/op-ed/article257331362.html
[3] https://www.standardmedia.co.ke/nyanza/article/2001434940/double-loss-for-women-as-floods-wash-away-joy-pride-livelihood
[3] https://wemeantoclean.blogspot.com/2019/07/2019-monsoon-plantation-kickoff.html
[3] https://wemeantoclean.blogspot.com/2019/06/watering-rani-bagh-saplings.html
[3] https://wemeantoclean.blogspot.com/2019/05/watering-and-maintenance-of-sainik.html
[3] https://twitter.com/thebetterindia/status/1371068598727286786

Top URLs in Tweet in G5:
[6] https://tetssol.com/
[6] https://tetstech.com/
[5] https://www.researchgate.net/publication/356639494_The_Post-Pandemic_Development_of_the_Green_Circular_Economy_and_the_Declarations_Made_During_the_UN_Climate_Change_Conference_COP26_as_Security_Determinants?utm_source=twitter&rgutm_meta1=eHNsLURxTmhuYi9Xa3MyNVNZdnFwVmM0YWpBR0dDNDJMbEJpWmw5L3hSdnpyWVNCL2lvYnU3WTNZWUluUWpCRUxlT2taU0pCdDZ0MVlpVkFmYlJOWUVLay9RPT0%3D
[4] https://moevenergy.com.au/
[4] https://www.iied.org/loss-damage-erosion-nepals-life-land-beauty-deep-irreparable
[3] https://oxyfarms.earth/
[3] https://twitter.com/i/events/1484266528514224130
[3] https://niche-canada.org/2021/12/13/climate-change-is-colonialism/
[2] https://twitter.com/ClimateVotersCA/status/1484405739292545028
[2] https://www.bocvip.com/116822/why-a-looming-copper-shortage-has-big-consequences-for-the-green-economy/

Top URLs in Tweet in G6:
[11] https://tetssol.com/
[11] https://tetstech.com/
[5] https://www.ebooklingo.com/book/996/a-childs-journey-through-poetry-volume-2
[5] https://www.youtube.com/watch?v=nwoHRUaN6BI

[4] https://www.cortical.io/blog/how-to-reduce-the-carbon-footprint-of-ai-part-ii/
[3] https://medium.datadriveninvestor.com/facts-you-should-know-about-low-carbon-energy-53e101868f96
[3] https://www.smh.com.au/politics/federal/labor-has-climate-policy-edge-over-coalition-solid-support-for-greens-20220120-p59pyc.html?btis
[3] https://nsarchive.gwu.edu/briefing-book/environmental-diplomacy/2022-01-20/national-security-and-climate-change-behind-us?eType=EmailBlastContent&eId=93feb3ee-4fdc-4aea-b882-687a863e03ab
[2] https://medium.datadriveninvestor.com/climate-change-and-a-geothermal-future-b202c133024e
[2] https://medium.datadriveninvestor.com/buffets-best-bet-on-climate-change-4341a4f32749

Top URLs in Tweet in G7:
[10] https://www.allerin.com/blog/how-green-ai-can-ensure-greater-environmental-sustainability-in-ai-training-and-operation
[10] https://www.greenbiz.com/article/5-climate-priorities-cities
[8] https://www.simplilearn.com/climate-change-article
[5] https://www.weforum.org/agenda/2022/01/combat-climate-change-we-need-the-great-acceleration/
[4] https://aiworldschool.com/research/how-ai-is-helping-humans-fight-climate-change/
[4] https://www.independent.co.uk/climate-change/news/global-warming-premature-birth-b1993710.html
[4] 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
[4] https://www.weforum.org/agenda/2021/08/what-can-we-learn-from-the-little-ice-age-about-21st-century-climate-change-issues?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=02/08/2021+11:30
[3] https://news.yahoo.com/southern-snowstorm-likely-worsened-by-climate-change-scientists-say-221202263.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.weforum.org/agenda/2022/01/global-risks-report-2022-radio-davos/

Top URLs in Tweet in G8:
[5] https://cipotato.org/blog/canopy-temperature-provides-novel-insights-potato-yields-efficient-water-use/
[3] https://insideclimatenews.org/news/18012022/military-carbon-emissions/
[2] https://theconversation.com/antarcticas-ice-shelves-are-trembling-as-global-temperatures-rise-what-happens-next-is-up-to-us-158540
[2] https://twitter.com/nwsduluth/status/1483960620156289025
[1] https://twitter.com/GretaThunberg/status/1484436623584542720
[1] http://www.crowdsourcingsustainability.org/sustainability-leaders-how-you-can-help-stop-global-warming/
[1] https://twitter.com/edgarrmcgregor/status/1484733128371433472
[1] https://twitter.com/ed_hawkins/status/1483865527911124996
[1] https://insideclimatenews.org/news/14012022/heat-extremes-2021/
[1] https://www.youtube.com/watch?v=iL8cxLvBnHw


Top URLs in Tweet in G9:
[3] https://news.un.org/en/gallery/736952
[2] https://www.unep.org/explore-topics/climate-action/what-we-do/climate-adaptation
[2] https://www.youtube.com/watch?v=45pYMMqrx04

[2] https://www.undp.org/publications/integrating-migration-environment-and-climate-change-interventions
[1] https://talker.news/2022/01/20/scientists-discover-penguin-colonies-in-places-never-seen-before-because-of-climate-change/
[1] https://undp.medium.com/cop26-lets-be-honest-with-ourselves-e0bcf4e2658
[1] https://www.undp.org/blog/climate-action-and-security-two-sides-same-coin
[1] https://news.un.org/en/story/2022/01/1110282
[1] https://twitter.com/i/web/status/1484028426650591234
[1] https://twitter.com/i/web/status/1484390315024793602

Top URLs in Tweet in G10:
[6] https://creativesociety.com/
[4] http://gpwx.news/9plw8
[3] https://creativesociety.com/global-crisis-time-for-the-truth
[3] https://twitter.com/_GlobalCrisis_/status/1484280720680001538
[3] https://twitter.com/_GlobalCrisis_/status/1483903078214606849
[3] http://gpwx.news/7x95e
[2] https://twitter.com/CreativeScty/status/1483933908072910854
[2] https://www.youtube.com/watch?v=hRVCDgRTuHY&feature=youtu.be

[2] https://twitter.com/_GlobalCrisis_/status/1483931337140621315
[2] https://www.cnet.com/features/how-next-gen-satellites-are-transforming-our-view-of-climate-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[366] twitter.com
[187] youtube.com
[134] blogspot.com
[91] etsy.com
[55] co.uk
[44] cleantechnica.com
[44] bit.ly
[42] theguardian.com
[32] weforum.org
[27] google.com

Top Domains in Tweet in G1:
[36] blogspot.com
[36] twitter.com
[23] youtube.com
[15] orfonline.org
[10] co.uk
[8] nytimes.com
[6] worldbank.org
[5] williamquincybelle.com
[5] nodexlgraphgallery.org
[5] twinybots.ch

Top Domains in Tweet in G2:
[16] twitter.com
[8] nodexlgraphgallery.org
[3] youtube.com
[3] berliner-schloss.de
[3] dw.com
[2] oxfam.org
[2] theconversation.com
[2] theguardian.com
[1] twinybots.ch
[1] researchgate.net

Top Domains in Tweet in G3:
[55] twitter.com
[14] youtube.com
[12] linkedin.com
[11] theguardian.com
[8] com.au
[7] greenjobs.ie
[7] blogspot.com
[6] twinybots.ch
[6] cjujitsu.com
[4] co.uk

Top Domains in Tweet in G4:
[58] twitter.com
[42] youtube.com
[32] blogspot.com
[6] theconversation.com
[5] sciencedaily.com
[4] voanews.com
[3] mongabay.com
[3] google.com
[3] miamiherald.com
[3] theguardian.com

Top Domains in Tweet in G5:
[18] twitter.com
[7] youtube.com
[6] tetssol.com
[6] tetstech.com
[6] iied.org
[5] researchgate.net
[4] com.au
[3] oxyfarms.earth
[3] niche-canada.org
[2] bocvip.com

Top Domains in Tweet in G6:
[16] climatejobslist.com
[13] youtube.com
[13] datadriveninvestor.com
[11] tetssol.com
[11] tetstech.com
[10] twitter.com
[10] gpwx.news
[7] ebooklingo.com
[6] amazon.com
[5] forbes.com

Top Domains in Tweet in G7:
[27] weforum.org
[23] natecosystem.com
[12] greenbiz.com
[10] allerin.com
[8] simplilearn.com
[6] co.uk
[4] aiworldschool.com
[3] yahoo.com
[3] google.com
[2] bbc.com

Top Domains in Tweet in G8:
[12] twitter.com
[5] cipotato.org
[4] insideclimatenews.org
[2] youtube.com
[2] theconversation.com
[1] crowdsourcingsustainability.org
[1] carbonbrief.org
[1] yaleclimateconnections.org
[1] aifeuganda.org
[1] undp.org

Top Domains in Tweet in G9:
[7] twitter.com
[5] un.org
[4] undp.org
[4] youtube.com
[2] unep.org
[1] talker.news
[1] medium.com
[1] bit.ly
[1] thediplomat.com
[1] weforum.org

Top Domains in Tweet in G10:
[31] twitter.com
[15] gpwx.news
[14] youtube.com
[9] creativesociety.com
[2] cnet.com
[2] co.uk
[2] euractiv.com
[2] wlfi.com
[2] time.com
[1] csrwire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5518] climatechange
[622] climateaction
[492] climatecrisis
[443] globalwarming
[441] environment
[387] climate
[368] fridays4future
[354] sustainability
[249] nature
[236] earth



Top Hashtags in Tweet in G1:
[791] climatechange
[56] climatecrisis
[56] climateaction
[55] globalwarming
[42] bullshitjobs
[39] covid19
[33] environment
[31] sustainability
[24] climateemergency
[23] climate

Top Hashtags in Tweet in G2:
[230] climatechange
[42] climatestrike
[35] climateaction
[33] globalwarming
[33] india
[26] climatecrisis
[26] sustainability
[20] fridaysforfuture
[18] climateactionnow
[17] foodforest

Top Hashtags in Tweet in G3:
[473] climatechange
[40] climatecrisis
[34] environment
[29] climateaction
[28] sustainability
[23] climate
[16] nature
[14] globalwarming
[11] earth
[10] green

Top Hashtags in Tweet in G4:
[375] climatechange
[356] fridays4future
[217] climateaction
[211] environment
[185] savetheplanet
[169] ecofriendly
[151] sustainability
[127] earth
[122] sustainableliving
[118] eco

Top Hashtags in Tweet in G5:
[210] climatechange
[30] climatecrisis
[26] nature
[23] climateaction
[22] sustainability
[18] passvotingrightsnow
[17] environment
[15] climateemergency
[15] sustainable
[14] solarpower

Top Hashtags in Tweet in G6:
[311] climatechange
[83] globalwarming
[42] environment
[28] climatecrisis
[25] climateaction
[22] future
[18] savetheplanet
[18] plantatree
[18] airquality
[18] healthy

Top Hashtags in Tweet in G7:
[187] climatechange
[45] ai
[17] climateaction
[15] machinelearning
[14] cybersecurity
[13] fintech
[13] finserv
[13] datascience
[12] marketing
[12] climate

Top Hashtags in Tweet in G8:
[140] climatechange
[30] climateaction
[24] actonclimate
[23] climatestrike
[19] greencolonialism
[17] scicomm
[12] fossilfuel
[11] climatecrisis
[8] savingus
[6] misinformation

Top Hashtags in Tweet in G9:
[85] climatechange
[13] unep50
[6] cc
[5] climatecrisis
[5] penguinawarenessday
[4] somalia
[4] sudan
[3] expowalk4climate
[3] climateaction
[2] globalwarming

Top Hashtags in Tweet in G10:
[158] climatechange
[72] globalcrisis
[40] creativesociety
[40] snow
[38] camels
[37] sand
[34] climateaction
[32] climatecrisis
[30] climate
[29] tsunami

Top Words
Top Words in Tweet in Entire Graph:
[5517] #climatechange
[1103] climate
[670] change
[622] #climateaction
[546] more
[492] #climatecrisis
[443] #globalwarming
[441] #environment
[417] help
[414] #climate

Top Words in Tweet in G1:
[793] #climatechange
[170] climate
[104] more
[86] global
[76] change
[59] action
[56] carbon
[56] #climatecrisis
[56] #climateaction
[55] #globalwarming

Top Words in Tweet in G2:
[230] #climatechange
[55] climate
[50] profmarkmaslin
[49] week
[44] kambojananya
[42] #climatestrike
[37] #
[35] help
[35] #climateaction
[34] slow

Top Words in Tweet in G3:
[472] #climatechange
[86] climate
[69] change
[62] more
[40] #climatecrisis
[34] #environment
[29] #climateaction
[28] #sustainability
[23] read
[23] #climate

Top Words in Tweet in G4:
[374] #climatechange
[356] #fridays4future
[257] treedefi
[244] below
[242] follow
[241] itsprettyjamie
[241] 100
[241] 24hrs
[241] quoted
[241] tweet

Top Words in Tweet in G5:
[210] #climatechange
[61] climate
[45] energy
[37] change
[33] #nature
[30] #climatecrisis
[23] #climateaction
[22] #sustainability
[18] make
[18] #passvotingrightsnow

Top Words in Tweet in G6:
[311] #climatechange
[83] #globalwarming
[56] climate
[42] #environment
[37] change
[35] years
[31] today
[28] #climatecrisis
[27] everyone
[27] children

Top Words in Tweet in G7:
[187] #climatechange
[73] climate
[63] wef
[45] #ai
[45] change
[34] global
[34] enricomolinari
[33] risks
[25] 2022
[24] video

Top Words in Tweet in G8:
[140] #climatechange
[54] climate
[48] trees
[30] #climateaction
[27] week
[27] danielaovallesm
[26] ice
[25] planting
[25] carbon
[25] gas

Top Words in Tweet in G9:
[86] #climatechange
[34] unep
[23] climate
[21] more
[18] major
[15] action
[15] multiplier
[14] year
[13] #unep50
[13] worldwide

Top Words in Tweet in G10:
[158] #climatechange
[130] _globalcrisis_
[72] #globalcrisis
[56] creativescty
[44] time
[41] see
[40] #creativesociety
[40] #snow
[38] #camels
[37] come

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[495] climate,change
[242] 100,24hrs
[242] 24hrs,follow
[242] follow,treedefi
[242] treedefi,quoted
[242] quoted,tweet
[242] tweet,pin
[242] pin,hashtags
[242] hashtags,below
[242] below,#fridays4future

Top Word Pairs in Tweet in G1:
[65] climate,change
[37] global,warming
[34] billion,#bullshitjobs
[24] action,#climatechange
[23] #globalwarming,#climatechange
[18] #covid19,spread
[18] #climatechange,#nytimes
[18] #nytimes,#guardian
[18] #guardian,#wsj
[18] spread,mutate

Top Word Pairs in Tweet in G2:
[33] week,51st
[33] 51st,#climatestrike
[33] #climatestrike,#india
[33] #india,#climatechange
[33] #climatechange,think
[33] think,doing
[33] doing,help
[33] help,slow
[33] climate,justice
[33] justice,means

Top Word Pairs in Tweet in G3:
[53] climate,change
[18] #climatechange,#climatecrisis
[11] #climatechange,#climateaction
[10] #environment,#climatechange
[10] #climate,#climatechange
[8] read,more
[8] combat,#climatechange
[8] #temperature,#climatechange
[7] climate,crisis
[7] #jobs,#climatechange

Top Word Pairs in Tweet in G4:
[241] 100,24hrs
[241] 24hrs,follow
[241] follow,treedefi
[241] treedefi,quoted
[241] quoted,tweet
[241] tweet,pin
[241] pin,hashtags
[241] hashtags,below
[241] below,#fridays4future
[240] itsprettyjamie,100

Top Word Pairs in Tweet in G5:
[30] climate,change
[16] #climatecrisis,#climatechange
[11] #climatechange,#climateemergency
[10] #climateemergency,#climateaction
[10] #climateaction,#climatejustice
[10] #climatejustice,#climateactionnow
[10] #climateactionnow,#greennewdeal
[10] european,energy
[10] energy,crisis
[10] crisis,really

Top Word Pairs in Tweet in G6:
[34] #globalwarming,#climatechange
[28] #climatechange,#globalwarming
[27] climate,change
[24] arctic,103
[24] 103,years
[24] years,ago
[24] ago,vs
[24] vs,today
[24] today,#globalwarming
[23] unhealthy,everyone

Top Word Pairs in Tweet in G7:
[41] climate,change
[18] wef,enricomolinari
[18] #climatechange,video
[17] #climatechange,#ai
[14] global,risks
[13] 2020,wef
[13] enricomolinari,#climatechange
[13] top,risks
[12] #fintech,#finserv
[12] risks,report

Top Word Pairs in Tweet in G8:
[24] planting,trees
[24] trees,#actonclimate
[24] #actonclimate,carbon
[24] carbon,dioxide
[24] dioxide,main
[24] main,gas
[24] gas,causes
[24] causes,#climatechange
[24] #climatechange,trees
[23] danielaovallesm,planting

Top Word Pairs in Tweet in G9:
[13] #unep50,year
[13] more,action
[13] action,worldwide
[13] worldwide,overcome
[13] overcome,#climatechange
[11] #climatechange,biodiversity
[11] #climatechange,major
[11] major,risk
[11] risk,multiplier
[11] multiplier,conflicts

Top Word Pairs in Tweet in G10:
[36] time,come
[36] come,increasingly
[36] increasingly,see
[36] see,#camels
[36] #camels,wading
[36] wading,#snow
[35] #snow,hot
[35] hot,#sand
[35] #sand,#climatechange
[34] _globalcrisis_,time

Top Replied-To
Top Replied-To in Entire Graph:
@treedefi
@_globalcrisis_
@globalcrisis
@creativescty
@cgtneurope
@gucci
@thehill
@erinotoole
@keillerdon
@emorwee

Top Replied-To in G1:
@cgtneurope
@_globalcrisis_
@climatereality
@caitlynnpeetz14
@banamikisa
@nechronus
@netguide
@mont_jiang
@jasperrose2048
@rievaulx_

Top Replied-To in G2:
@rakeshb07746718
@emorwee
@dynamat
@aishwaryarajifs
@saravanakr_n
@narendramodi
@nisha_singhmarr
@saket_badola
@leenadhankhar
@sachinsethi_

Top Replied-To in G4:
@treedefi
@itsprettyjamie

Top Replied-To in G5:
@thehill
@keillerdon
@ejwwest
@unitedausparty
@rbreich
@chriscoons
@senossoff
@billpascrell
@resistanceunit4
@25_cycle

Top Replied-To in G6:
@fredericatuita
@jolatusanft
@rickthrelfall
@tanyaofmars
@fruys
@wikkit
@sanya_ruggiero
@anatupoup
@bbcquestiontime
@politicsfisher

Top Replied-To in G7:
@gucci
@garciasiemens
@ragusosergio

Top Replied-To in G8:
@veloveritas

Top Replied-To in G10:
@_globalcrisis_
@globalcrisis
@creativescty
@rorcn09bcdzbmkd
@teya_dav
@sundancer_uk
@gretathunberg
@dougbebb
@etherealhydri
@marxdeane

Top Mentioned
Top Mentioned in Entire Graph:
@treedefi
@itsprettyjamie
@_globalcrisis_
@ethereal_vegan
@fikrejesus
@wef
@islaminind
@profmarkmaslin
@ellymelly
@riteboss

Top Mentioned in G1:
@citizensclimate
@sen_joemanchin
@potus
@worldbank
@drgem2015
@joebiden
@enviro_voter
@ncstinn
@whceq
@wbg_climate

Top Mentioned in G2:
@profmarkmaslin
@kambojananya
@ebcripps
@beeasmarine
@arikring
@ristori20
@jackthelad1947
@charluv2011
@ecowarriorss
@imandiu

Top Mentioned in G3:
@cjujitsu
@calililiindies
@angloamericanza
@ecobrahmakumari
@nswrailnews
@postsforpeace
@50by40
@ka_nicholas
@aeiconsultants

Top Mentioned in G4:
@treedefi
@itsprettyjamie
@napbot
@upshotme
@un
@al_maldives
@swatibhalla23
@usajobsfactory
@manishkhurana
@forestproud

Top Mentioned in G5:
@narottamsahoo
@climatechangepk
@dieter_helm
@javierblas
@joyyyyc3eeee
@ebikesinternatl
@christinakottm2
@25_cycle
@twtthisisnow
@oceanprotectl

Top Mentioned in G6:
@alvinfoo
@noaa
@tylercohenwood
@digitalfawad
@gvalan
@nsarchive
@climatejoblist
@nasa
@fklivestolearn
@efforceofficial

Top Mentioned in G7:
@wef
@enricomolinari
@ipfconline1
@ragusosergio
@greenbiz
@ronald_vanloon
@earthaccounting
@a
@earthagora
@rochellebaker1

Top Mentioned in G8:
@danielaovallesm
@kabilaobbo
@greenedtoday
@sciencenotdogma
@ncse
@kenyasafi
@techcentric_
@khayhoe
@oliviareddy_
@aifeuganda

Top Mentioned in G9:
@unep
@undp
@i
@kenyamissionun
@swiss_un
@unredd
@undp_pacific
@un_news_centre
@greenpeace
@asteiner

Top Mentioned in G10:
@_globalcrisis_
@creativescty
@great_thunberg
@timmelino
@globalcrisis
@renkapolakova
@teya_dav
@edward788317891
@d14n4burd4

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@jurylady5
@chidambara09
@ronniehowlett3
@world_news_eng
@xaelbot
@56perumal
@judehaste_write
@kat4obama

Top Tweeters in G1:
@ronniehowlett3
@world_news_eng
@viralvideovlogs
@b1e56df9ce6549f
@jfsebastian146
@gpwriter
@dev_discourse
@ansisegle
@peta
@ecuabot

Top Tweeters in G2:
@jurylady5
@geoffrey_payne
@sddphoto
@bannerite
@lehimesa
@dancas2
@bhullar_22_
@jamestoupin
@i_rahul29
@awkward_1110

Top Tweeters in G3:
@paulrogers002
@andytoronto
@boneknightmare
@thehansindiaweb
@fernandacamino
@111publishing
@calililiindies
@laurelworlds
@metropulseusa
@mlw975

Top Tweeters in G4:
@al_maldives
@lesechos
@davidmatheson27
@eco1start
@tony_porras2050
@luluonti
@miamiherald
@jyotsna2964
@alan_poirier
@yuririv02558750

Top Tweeters in G5:
@thehill
@drwavesportcd1
@insonifier
@jane__eden
@georgebernhard
@missy1275
@dickmackintosh
@tony__heller
@wionews
@textranquilo

Top Tweeters in G6:
@httweets
@artificialbra1n
@economictimes
@jrweaver55
@humanre41270855
@education_24x7
@outlookindia
@jamesvgingerich
@gvalan
@riverasunauthor

Top Tweeters in G7:
@sectest9
@cybersec_feeds
@xaelbot
@cybersecurityn8
@ipythonistabot
@saragomezaranci
@hubofml
@blubdha
@ssxman2
@nicochan33

Top Tweeters in G8:
@botfemale
@ap
@nigeblue
@jav_riv
@redmayne_robert
@deborahskyrim
@1010wins
@jeffreyjdean
@parents4future
@inspaschoarelli

Top Tweeters in G9:
@margymayell
@nomoreslaves
@benjamindstone
@filhoeterno12
@ken
@globalunion3
@clairethurwood
@katrina5mm
@pi_lizzie
@observerparafox

Top Tweeters in G10:
@saleemulhuq
@spiderzjay
@marxdeane
@co2ppm
@timmelino
@liberama
@gracechurch64
@davestewart3
@jay1stnewyorker
@thepointscorer