#climatechange, Twitter, 11/22/2019 4:21:34 PM, 217040


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#climatechange_2019-11-22_06-54-03.xlsx
#climatechange_2019-11-22_06-54-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
#climatechange via NodeXL http://bit.ly/37xpKM3
@climatechanges9
@scottmorrisonmp
@unfccc
@pauledawson
@jwspry
@gretathunberg
@arikring
@madamglobal
@profstrachan
@richiemerzian

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

Description:
Description
The graph represents a network of 6,252 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, 22 November 2019 at 14:55 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 14-minute period from Thursday, 21 November 2019 at 07:10 UTC to Friday, 22 November 2019 at 09:25 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 : 6252
Unique Edges : 8406
Edges With Duplicates : 1643
Total Edges : 10049
Number of Edge Types : 3
Mentions : 8664
Tweet : 1153
Replies to : 232
Self-Loops : 1153
Reciprocated Vertex Pair Ratio : 0.0174185463659148
Reciprocated Edge Ratio : 0.0342406700332553
Connected Components : 1004
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 3556
Maximum Edges in a Connected Component : 6966
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.267609
Graph Density : 0.000207746670961309
Modularity : 0.772072
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,252 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, 22 November 2019 at 14:55 UTC.

The requested start date was Friday, 22 November 2019 at 13:48 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 2-hour, 14-minute period from Thursday, 21 November 2019 at 07:10 UTC to Friday, 22 November 2019 at 09:25 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:
[15] https://www.weforum.org/agenda/2019/09/senegal-is-planting-millions-of-mangrove-trees-to-fight-deforestation/
[14] https://edu.oggm.org/en/latest/explorer.html
[10] https://climatism.blog/2019/03/29/global-wildfire-area-has-declined-contrary-to-popular-myth-climatism/
[10] https://onetreeplanted.org/
[9] https://time.com/5733954/climate-change-whale-trees/
[6] https://www.theguardian.com/environment/2019/sep/15/tibetan-plateau-glacier-melt-ipcc-report-third-pole?__twitter_impression=true
[6] https://www.youtube.com/watch?v=Spgh-hd-SQg&feature=youtu.be

[6] https://www.theguardian.com/australia-news/2019/nov/21/scott-morrison-says-no-evidence-links-australias-carbon-emissions-to-bushfires
[6] http://smartdissent.com/article/exxonmobil-waged-disinformation-campaign-deny-climate-change
[5] https://thenewdaily.com.au/entertainment/people-entertainment/2019/11/15/tim-ferguson-religious-discrimination/

Top URLs in Tweet in G1:
[7] https://time.com/5733954/climate-change-whale-trees/
[5] https://www.environewsnigeria.com/gcf-commits-additional-407-8m-to-combat-climate-crisis/
[4] https://www.environewsnigeria.com/stakeholders-call-for-collective-effort-to-mitigate-effects-of-climate-change/
[4] https://www.weforum.org/agenda/2019/09/senegal-is-planting-millions-of-mangrove-trees-to-fight-deforestation/
[4] https://www.businessinsider.com/red-meat-could-be-taxed-to-help-curb-climate-change-2019-8?r=US&IR=T
[4] https://www.ifpri.org/blog/can-we-ignore-risk-when-we-study-effects-climate-change-agriculture-research-zambia-tells-us-we
[4] https://www.circleofblue.org/2019/world/climate-change-magnifies-health-risks-at-every-stage-of-life/
[4] https://www.theguardian.com/global-development/2019/oct/02/from-qatar-to-vietnam-global-heating-is-making-the-workplace-deadly-for-millions
[3] https://www.theguardian.com/commentisfree/2019/nov/20/climate-crisis-its-now-or-never-to-avert-catastrophe?platform=hootsuite
[3] https://www.outsideonline.com/2405491/vasectomy-climate-change?platform=hootsuite

Top URLs in Tweet in G2:
[5] https://thenewdaily.com.au/entertainment/people-entertainment/2019/11/15/tim-ferguson-religious-discrimination/
[3] https://www.theguardian.com/environment/2019/nov/21/victorian-town-mildura-unliveable-massive-dust-storm-40c-heat
[2] https://twitter.com/McJoshmclean/status/1196974892115120129
[2] https://twitter.com/australian/status/1197271477105520640
[2] https://twitter.com/ScottMorrisonMP/status/1197004347868999680
[2] https://twitter.com/ScottMorrisonMP/status/1196687967344947200
[2] https://thenewdaily.com.au/news/national/2019/11/21/coalition-bushfires-pm/
[2] https://twitter.com/bloombergasia/status/1197526371502829569
[2] https://twitter.com/abcnews/status/1197397151870939137
[2] https://www.abc.net.au/news/2019-11-16/catastrophic-bushfire-season-is-an-opportunity-for-leadership/11708632

Top URLs in Tweet in G3:
[4] https://blogs.scientificamerican.com/eye-of-the-storm/venice-has-its-worst-flood-in-53-years/
[3] https://www.iddri.org/en/publications-and-events/policy-brief/opportunities-increasing-ocean-action-climate-strategies
[2] https://unfccc.int/process-and-meetings/the-paris-agreement/nationally-determined-contributions-ndcs
[2] http://bit.ly/2QEeiYW
[2] http://elyx.net/odd/sdgclimate/
[2] https://www.weforum.org/agenda/2018/07/most-of-us-have-no-idea-about-how-much-life-on-earth-there-is-and-what-we-are-doing-to-it?utm_source=Facebook
[2] Videos&utm_medium=Facebook
[2] Videos&utm_campaign=Facebook
[2] Video
[2] Blogs

Top URLs in Tweet in G4:
[3] https://www.youthkiawaaz.com/whyonearth/quiz/
[3] https://www.theclimategroup.org/news/state-and-regional-governments-lead-renewable-electricity-generation
[2] https://hqnetwork.co.uk/blogs/sustainability-celebrated-eco-films-take-home-awards-3145
[2] https://www.theguardian.com/commentisfree/2019/nov/21/climate-crisis-politics-voters-targets-action
[2] https://www.theguardian.com/media/2019/nov/21/news-corps-rupert-murdoch-says-there-are-no-climate-change-deniers-around-here
[2] http://productiongap.org/wp-content/uploads/2019/11/Production-Gap-Report-2019.pdf
[2] https://phys.org/news/2019-11-climate-reassessment-prompts-sober-discourse.html
[2] https://www.theguardian.com/media/2019/nov/22/abc-journalists-climate-crisis-group-survives-political-heat
[2] https://www.globalpolicyjournal.com/blog/19/11/2019/cop-25-domestic-divisions-overshadow-climate-prospects
[2] https://www.mattysparadigm.org/hell-is-expanding/

Top URLs in Tweet in G5:
[10] https://climatism.blog/2019/03/29/global-wildfire-area-has-declined-contrary-to-popular-myth-climatism/
[4] https://www.theguardian.com/environment/2019/nov/20/billionaires-invest-in-giant-australian-solar-farm-to-supply-power-to-singapore?CMP=share_btn_tw
[3] https://climatism.blog/2019/11/18/snowfall-will-signal-the-death-of-the-global-warming-movement/
[2] https://www.armstrongeconomics.com/international-news/europes-current-economy/europe-is-losing-1000-farms-per-day-climate-change-regulations-may-lead-to-starvation/
[1] https://climatism.blog/2019/07/17/cali-climate-change-permanent-drought-update/
[1] https://climatism.blog/2019/09/29/hysteria-meds-eleven-scientific-pills-to-quell-the-climate-crisis-lie/
[1] https://twitter.com/jwspry/status/1197742987863683072
[1] https://twitter.com/kendickens4/status/1197751870644600835
[1] https://twitter.com/JWSpry/status/1121287700378570752?s=20
[1] https://climatism.blog/2018/12/19/draconian-un-climate-agenda-exposed-global-warming-fears-are-a-tool-for-political-and-economic-change-it-has-nothing-to-do-with-the-actual-climate/

Top URLs in Tweet in G6:
[3] https://www.nationalgeographic.com/science/2019/11/world-fossil-fuel-production-rise-guarantees-missing-paris-climate-goals/
[3] https://www.theguardian.com/media/2019/nov/21/news-corps-rupert-murdoch-says-there-are-no-climate-change-deniers-around-here?CMP=share_btn_tw
[3] https://twitter.com/unfccc/status/1196786797981949952
[2] https://www.independent.co.uk/environment/scotland-wind-power-on-shore-renewable-energy-climate-change-uk-a9013066.html
[2] https://www.actvism.org/en/opinions/reiner-braun-military/
[2] https://climatecommunication.yale.edu/visualizations-data/ccom/
[2] https://www.ecosia.org/
[2] https://www.thestar.com.my/tech/tech-news/2019/11/20/this-search-engine-is-planting-trees-every-time-you-browse
[1] https://www.straitstimes.com/world/oxford-names-climate-emergency-its-2019-word-of-the-year
[1] https://www.france24.com/en/20190715-interview-jane-goodall-environment-climate-change-planet-united-nations-messenger-peace?ref=tw

Top URLs in Tweet in G7:
[1] https://www.independent.co.uk/news/uk/home-news/shipping-uk-ports-environmental-cheat-devices-scrubbers-dredging-pollution-a9171476.html
[1] https://www.westpac.com.au/content/dam/public/wbc/documents/pdf/aw/sustainability/WestpacCCEActionPlan.pdf
[1] https://patreon.com/glenlelievre
[1] https://www.theguardian.com/media/2019/nov/21/news-corps-rupert-murdoch-says-there-are-no-climate-change-deniers-around-here?CMP=Share_AndroidApp_Tweet
[1] https://www.dnb.nl/nieuws/nieuwsoverzicht-en-archief/Speeches2019/dnb386301.jsp
[1] https://www.buzzfeed.com/christopherhudspeth/this-netflix-documentary-called-the-game-changers-is-making
[1] https://www.forbes.com/sites/quora/2016/07/21/a-rigorous-scientific-look-into-the-fox-news-effect/#5cacdc9c12ab
[1] https://twitter.com/davidfrum/status/1197603286897045504

Top URLs in Tweet in G8:
[10] https://www.weforum.org/agenda/2019/09/senegal-is-planting-millions-of-mangrove-trees-to-fight-deforestation/
[2] https://twitter.com/varma_tweet/status/1197762858836209664
[1] https://www.varma.fi/en/other/newsroom/news/2019-q4/varma-is-renewing-its-climate-targets-carbon-neutral-portfolio-by-2035-accelerated-decommissioning-of-coal-fired-power-plants-oil-exploration-to-be-excluded/
[1] https://www.bbc.com/news/science-environment-50474824
[1] https://twitter.com/FFFBengaluru/status/1197702356952965121
[1] https://www.theguardian.com/environment/2019/nov/20/noise-pollution-wild-life-better-regulation
[1] https://www.latimes.com/opinion/story/2019-11-08/its-time-to-talk-about-a-plastic-tax
[1] https://www.theguardian.com/environment/2019/nov/21/oxford-dictionaries-declares-climate-emergency-the-word-of-2019
[1] https://www.marketwatch.com/story/bill-gates-backed-heliogens-solar-breakthrough-could-replace-fossil-fuels-in-steel-and-other-big-polluting-industries-2019-11-20
[1] https://www.metro.news/reindeer-face-total-wipe-out-as-eternal-ice-begins-to-melt/1804480/

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=K2aw-tu1MJY&feature=youtu.be

[1] https://twitter.com/washingtonpost/status/1197436566492385280
[1] https://www.youtube.com/watch?v=gBLQUplzZZo&feature=youtu.be

[1] http://scholar.google.com/scholar_share?url=http://www.sciencepolicyjournal.org/uploads/5/4/3/4/5434385/dejong_jspg_v15.pdf&hl=en&sa=X&ei=RJnXXdjtNs2emQH1wYfQCQ&scisig=AAGBfm1YK4uj-0GbrW3k93ToVuF4oRaj9w&nossl=1
[1] http://www.tiny.cc/m61igz
[1] https://www.youtube.com/watch?v=wRNatJcHK_M&feature=youtu.be

[1] https://www.youtube.com/watch?v=0-l3ZxUvwAs&feature=youtu.be

[1] http://www.nrdc.org
[1] https://100roofs.org/
[1] https://www.thetrevorproject.org/

Top URLs in Tweet in G10:
[4] https://airtable.com/shrDWMBTGz3wmXiuE
[2] https://www.consilium.europa.eu/en/meetings/eycs/2019/11/21-22/
[2] https://natwestbackherbusiness.co.uk/eco-warriors-in-schools
[2] https://app.educcateglobal.org/blogs/256644/become-an-educcate-global-climate-change-teacher
[2] https://www.veganfoodandliving.com/antibiotic-resistance-the-health-issue-thats-threatening-our-lives/#.XdeXpOWyQRs.twitter
[2] https://www.euractiv.com/section/agriculture-food/news/climate-change-will-dramatically-devalue-farmland-in-southern-europe-eu-agency-reveals/
[2] https://www.theguardian.com/environment/2019/jan/16/new-plant-focused-diet-would-transform-planets-future-say-scientists
[2] https://www.independent.co.uk/environment/scotland-wind-power-on-shore-renewable-energy-climate-change-uk-a9013066.html
[2] https://twitter.com/PlantBasedNews/status/1197626497344905222
[2] https://twitter.com/WaCCliM_Project

Top Domains
Top Domains in Tweet in Entire Graph:
[341] twitter.com
[95] theguardian.com
[53] co.uk
[48] youtube.com
[38] bit.ly
[36] com.au
[24] weforum.org
[17] climatism.blog
[14] oggm.org
[14] instagram.com

Top Domains in Tweet in G1:
[24] twitter.com
[14] theguardian.com
[11] faveeo.com
[9] environewsnigeria.com
[7] time.com
[5] weforum.org
[4] businessinsider.com
[4] ifpri.org
[4] circleofblue.org
[4] google.com

Top Domains in Tweet in G2:
[41] twitter.com
[15] com.au
[6] net.au
[6] theguardian.com
[1] alternet.org
[1] clickorlando.com
[1] globalnews.ca

Top Domains in Tweet in G3:
[9] bit.ly
[4] scientificamerican.com
[4] iddri.org
[3] twitter.com
[3] europa.eu
[2] unfccc.int
[2] energylivenews.com
[2] elyx.net
[2] apple.co
[2] weforum.org

Top Domains in Tweet in G4:
[65] twitter.com
[21] theguardian.com
[20] co.uk
[10] instagram.com
[8] youtube.com
[8] grist.org
[8] linkedin.com
[7] ametsoc.org
[7] greenbiz.com
[5] theecologist.org

Top Domains in Tweet in G5:
[17] climatism.blog
[7] twitter.com
[4] theguardian.com
[3] go.jp
[2] youtu.be
[2] armstrongeconomics.com
[2] com.au
[1] google.com
[1] nasa.gov
[1] youtube.com

Top Domains in Tweet in G6:
[13] theguardian.com
[5] co.uk
[4] twitter.com
[3] nationalgeographic.com
[2] vox.com
[2] actvism.org
[2] yale.edu
[2] ecosia.org
[2] com.my
[1] straitstimes.com

Top Domains in Tweet in G7:
[1] co.uk
[1] com.au
[1] patreon.com
[1] theguardian.com
[1] dnb.nl
[1] buzzfeed.com
[1] forbes.com
[1] twitter.com

Top Domains in Tweet in G8:
[10] weforum.org
[6] twitter.com
[2] theguardian.com
[2] buff.ly
[1] varma.fi
[1] bbc.com
[1] latimes.com
[1] marketwatch.com
[1] metro.news
[1] greenpeace.org

Top Domains in Tweet in G9:
[8] youtube.com
[4] twitter.com
[2] forbes.com
[1] google.com
[1] tiny.cc
[1] nrdc.org
[1] 100roofs.org
[1] thetrevorproject.org
[1] fincacanada.org
[1] ow.ly

Top Domains in Tweet in G10:
[8] co.uk
[7] twitter.com
[5] europa.eu
[4] airtable.com
[4] theguardian.com
[3] blogspot.com
[2] educcateglobal.org
[2] veganfoodandliving.com
[2] euractiv.com
[2] gpwx.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3574] climatechange
[306] climateemergency
[227] climatecrisis
[199] auspol
[170] climateaction
[117] environment
[105] climate
[103] sustainability
[93] أخبار_الآن
[93] استراليا



Top Hashtags in Tweet in G1:
[324] climatechange
[66] climateaction
[49] climateemergency
[38] climatecrisis
[30] climate
[21] youth
[12] california
[12] chernobyl
[12] sustainability
[12] stateofclimate

Top Hashtags in Tweet in G2:
[382] climatechange
[116] auspol
[47] liarfromtheshire
[43] nswfires
[38] morrison
[34] qldfires
[33] safires
[30] bushfires
[24] denialist
[24] trump

Top Hashtags in Tweet in G3:
[81] climatechange
[33] cop25
[32] parisagreement
[19] madrid
[6] sustainability
[5] timeforaction
[5] climateaction
[5] unescogc
[5] ichoosepeace
[4] oceansolutions

Top Hashtags in Tweet in G4:
[463] climatechange
[46] climateemergency
[37] sustainability
[30] climatecrisis
[29] environment
[23] energy
[17] climateaction
[16] globalwarming
[16] gretathunberg
[15] climate

Top Hashtags in Tweet in G5:
[132] climatechange
[10] wildfires
[10] bushfires
[10] polarbears
[6] russiacollusion
[6] ukraine
[6] climatechangeisreal
[5] climateemergency
[5] auspol
[3] climatecrisis

Top Hashtags in Tweet in G6:
[80] climatechange
[20] climatecrisis
[12] ableg
[11] climateemergency
[10] actonclimate
[9] climateaction
[8] climatestrike
[6] artificialintelligence
[5] teamtrees
[5] climatebrawl

Top Hashtags in Tweet in G7:
[119] climatechange
[18] auspol
[16] howgoodiscricket
[16] scottmorrison
[16] bushfires
[2] eiopaconference
[2] plants
[1] oecd
[1] protests
[1] thedrum

Top Hashtags in Tweet in G8:
[78] climatechange
[27] climatecrisis
[25] climateaction
[14] deforestation
[12] climateemergency
[10] sustainability
[9] energy
[8] climate
[7] environment
[7] actonclimate

Top Hashtags in Tweet in G9:
[32] climatechange
[9] climateemergency
[5] howdareyou
[4] geoengineering
[3] climatecrisis
[3] kelp
[3] marineheatwave
[2] bushfires
[2] australia
[2] climatehoax

Top Hashtags in Tweet in G10:
[75] climatechange
[23] education
[22] training
[21] eycs
[15] youth
[12] agriculture
[10] climateemergency
[9] globalwarming
[8] digital
[8] educcate

Top Words
Top Words in Tweet in Entire Graph:
[4347] Words in Sentiment List#1: Positive
[3537] Words in Sentiment List#2: Negative
[46] Words in Sentiment List#3: Angry/Violent
[125657] Non-categorized Words
[133541] Total Words
[3571] #climatechange
[857] climate
[417] change
[416] more
[352] great

Top Words in Tweet in G1:
[324] #climatechange
[72] climate
[66] #climateaction
[46] change
[41] profstrachan
[40] #climateemergency
[40] drive
[38] #climatecrisis
[31] world
[30] jackthelad1947

Top Words in Tweet in G2:
[382] #climatechange
[183] scottmorrisonmp
[116] #auspol
[79] doing
[73] science
[68] climate
[67] aarondodd
[62] denial
[58] public
[53] office

Top Words in Tweet in G3:
[314] unfccc
[251] welcome
[251] sadhgurujv
[250] ovaissarmad
[250] ishafoundation
[230] great
[230] honor
[230] pleasure
[230] discussed
[230] natural

Top Words in Tweet in G4:
[463] #climatechange
[70] climate
[47] more
[46] #climateemergency
[45] change
[37] #sustainability
[30] #climatecrisis
[29] #environment
[26] global
[23] #energy

Top Words in Tweet in G5:
[152] jwspry
[131] #climatechange
[92] time
[47] worse
[46] forestry
[46] experts
[46] tell
[46] wildfires
[46] getting
[45] historic

Top Words in Tweet in G6:
[119] pauledawson
[94] global
[93] sea
[85] nickkukoz
[85] ice
[84] arctic
[81] data
[81] temperature
[80] #climatechange
[80] end

Top Words in Tweet in G7:
[119] #climatechange
[97] climate
[92] time
[89] one
[87] doing
[86] dispel
[86] few
[86] furphies
[86] first
[86] anything

Top Words in Tweet in G8:
[78] #climatechange
[55] mikehudema
[41] over
[39] italy
[39] australia
[39] declared
[39] states
[39] emergency
[39] environmental
[39] disasters

Top Words in Tweet in G9:
[39] alex_verbeek
[32] #climatechange
[31] fossil
[28] fuel
[24] tweet
[17] risks
[17] one
[17] berniesanders
[16] heroine
[16] day

Top Words in Tweet in G10:
[75] #climatechange
[43] youth
[40] work
[34] today
[30] eucouncil
[25] agenda
[23] #education
[23] climate
[22] workers
[22] #training

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] climate,change
[234] great,honor
[232] honor,pleasure
[232] pleasure,welcome
[232] welcome,sadhgurujv
[232] sadhgurujv,ishafoundation
[232] ishafoundation,unfccc
[231] ovaissarmad,great
[231] unfccc,discussed
[231] discussed,creative

Top Word Pairs in Tweet in G1:
[34] climate,change
[27] #climatechange,#climateaction
[23] under,#climatechange
[21] drive,inclusive
[21] inclusive,growth
[21] growth,under
[19] richardmunang,drive
[19] #climatechange,engage
[19] engage,#youth
[19] #youth,drive

Top Word Pairs in Tweet in G2:
[58] #climatechange,denial
[52] resign,scottmorrisonmp
[52] scottmorrisonmp,place
[52] place,#climatechange
[52] denial,public
[52] public,office
[52] office,science
[52] science,deluded
[51] aarondodd,resign
[31] 'we're,doing

Top Word Pairs in Tweet in G3:
[230] great,honor
[230] honor,pleasure
[230] pleasure,welcome
[230] welcome,sadhgurujv
[230] sadhgurujv,ishafoundation
[230] ishafoundation,unfccc
[229] ovaissarmad,great
[229] unfccc,discussed
[229] discussed,creative
[229] creative,natural

Top Word Pairs in Tweet in G4:
[33] climate,change
[20] #sustainability,#climatechange
[17] #energy,#sustainability
[16] #climatechange,#climateemergency
[15] #climateemergency,#climatechange
[11] #climatechange,#changemakers
[11] #changemakers,#hp20
[11] #hp20,#hpuok
[11] #hpuok,#entrepreneurofuok
[11] #entrepreneurofuok,#hultprizefamily

Top Word Pairs in Tweet in G5:
[46] time,time
[46] time,forestry
[46] forestry,experts
[46] experts,tell
[46] tell,wildfires
[46] wildfires,getting
[46] getting,worse
[46] worse,#climatechange
[45] jwspry,time
[45] #climatechange,historic

Top Word Pairs in Tweet in G6:
[81] global,temperature
[79] watch,till
[79] till,end
[79] end,synced
[79] synced,agu
[79] agu,visualization
[79] visualization,model
[79] model,age
[79] age,arctic
[79] arctic,sea

Top Word Pairs in Tweet in G7:
[86] time,dispel
[86] dispel,few
[86] few,climate
[86] climate,furphies
[86] furphies,first
[86] first,one
[86] one,doing
[86] doing,anything
[86] anything,#climatechange
[85] richiemerzian,time

Top Word Pairs in Tweet in G8:
[39] italy,australia
[39] australia,declared
[39] declared,states
[39] states,emergency
[39] emergency,over
[39] over,environmental
[39] environmental,disasters
[39] disasters,local
[39] local,officials
[39] officials,pointing

Top Word Pairs in Tweet in G9:
[28] fossil,fuel
[16] heroine,day
[16] day,woman
[16] woman,took
[16] took,great
[16] great,risks
[16] risks,rescue
[16] rescue,badly
[16] badly,burned
[16] burned,koala

Top Word Pairs in Tweet in G10:
[23] youth,work
[22] #education,#training
[14] agenda,#eycs
[14] #eycs,today
[14] today,digital
[14] digital,#youth
[14] #youth,work
[14] work,#education
[14] #training,youth
[14] youth,workers

Top Replied-To
Top Replied-To in Entire Graph:
@scottmorrisonmp
@coldplay
@liberalaus
@gladysb
@samanthamaiden
@independent
@skynewsaust
@priscillaoregan
@jellsmoor
@sadhgurujv

Top Replied-To in G1:
@jellsmoor
@sadhgurujv
@climatechanges9
@kirillklip
@mslonesomeblues
@txsharon
@amongstwits
@ecowarriorss
@hanslak
@ugandaroadfund

Top Replied-To in G2:
@scottmorrisonmp
@liberalaus
@samanthamaiden
@skynewsaust
@mliebreich
@hughriminton
@scottludlam
@_chr15t0ph3r
@environ51771437
@knarfnamduh

Top Replied-To in G3:
@elyxyak

Top Replied-To in G4:
@envirer_in

Top Replied-To in G5:
@ozhomeschool
@polanimalaus
@kelly2teresa
@bradnorman1
@themig29
@madamglobal
@nobby15
@kenneth72712993
@iceagewatch
@slpng_giants_oz

Top Replied-To in G6:
@borisjohnson
@wbrettwilson
@lilllyloo

Top Replied-To in G7:
@snow_crash
@jessaroo
@debspillane

Top Replied-To in G8:
@paulbohm
@canadianpm
@tesla

Top Replied-To in G9:
@realryancornell
@jayinslee
@sideen_dan

Top Replied-To in G10:
@eucouncil

Top Mentioned
Top Mentioned in Entire Graph:
@unfccc
@ishafoundation
@sadhgurujv
@ovaissarmad
@scottmorrisonmp
@jwspry
@pauledawson
@richiemerzian
@norasheikh
@akhbar

Top Mentioned in G1:
@profstrachan
@jackthelad1947
@gretathunberg
@arikring
@richardmunang
@amazingchevvolt
@thenergynet
@climatereality
@cartographerng
@hanslak

Top Mentioned in G2:
@scottmorrisonmp
@aarondodd
@richardtuffin
@gayecrispin
@judetomyfriends
@gladyb
@ricklevy67
@catpurry9
@mliebreich
@seanbradbery

Top Mentioned in G3:
@unfccc
@sadhgurujv
@ovaissarmad
@ishafoundation
@un
@jpgattuso
@cop25cl
@unesco
@sciam

Top Mentioned in G4:
@usa_cocoa_farmr
@borderology
@hqn_ltd
@billpatenauderi
@idontuseplastic
@ohouseboy
@mikellaministri
@iseusj

Top Mentioned in G5:
@jwspry
@kiryenet
@ellymelly
@polanimalaus
@climatismblog
@nikolovscience
@philerator
@uvmeter
@dsp3ncr
@dribelo1

Top Mentioned in G6:
@pauledawson
@nickkukoz
@mariefrrenaud
@cdnpoli_memes
@geraldkutney
@unep_africa
@jorichardskent
@letsspiceitup
@dawnroseturner
@chriscartw83

Top Mentioned in G7:
@richiemerzian
@glenlelievre
@michaelemann
@westpac
@abcthedrum
@jessaroo
@karunk
@nickrosstech
@mliebreich

Top Mentioned in G8:
@mikehudema
@theechooneco
@philip_ciwf
@lgspace
@gretathunberg
@elonmusk
@varma_tweet
@justintrudeau
@pauledawson
@shiftintogreen

Top Mentioned in G9:
@alex_verbeek
@berniesanders
@youtube
@ewarren
@johnosullivan36
@planetary_sec
@mliebreich
@nrdc
@forbes
@deb4congressnm

Top Mentioned in G10:
@eucouncil
@europeanyoutheu
@educcateglobal
@dark_shark
@doughtystpublic
@eucouncilpress
@worldbankindia
@thegef
@eu2019fi
@nirdpr_india

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@scarletmonahan
@jurylady5
@geoffrey_payne
@annemariayritys
@defendressofsan
@startupsbot
@independent
@nobby15
@evankirstel

Top Tweeters in G1:
@evankirstel
@washumom
@sddphoto
@andreasandy3131
@normanbuffong
@btzmedina
@npsusa
@haloefekti
@cberrl
@morgfair

Top Tweeters in G2:
@jurylady5
@nobby15
@pckj3627
@3wombats
@asher_wolf
@msmwatchdog2013
@randlight
@markplackett1
@sexygirl798
@blanketcrap

Top Tweeters in G3:
@alexbellars
@pardoe_ai
@ruthiliana46
@1967anil
@voguemagazine
@melindarooke
@topcybernews
@tsotsoobilove
@psb_dc
@benking01

Top Tweeters in G4:
@scarletmonahan
@ecowarrior1980
@mtnpoet
@techjunkiejh
@herrkusuma
@riverasunauthor
@charissadufour
@areformedtwit
@suevisa
@masscreativity

Top Tweeters in G5:
@himurotakasi
@powerglobalus
@dctftw
@rf_jenkins
@magtell
@cnn
@stevekloscak
@bioben78
@lynlinking
@fernetmendocina

Top Tweeters in G6:
@chuddles11
@dgendvil
@jorichardskent
@allan_crawshaw
@paulpaul49
@dawnroseturner
@nursevictoria11
@aluthiger
@glebbern
@simeagh

Top Tweeters in G7:
@eddarrell
@jot_au
@fehowarth
@foxnews
@frygerard
@faully33
@alanjmitchell_
@17thcard
@forthleft2
@korstraw

Top Tweeters in G8:
@lynxlynx8
@nordstjarna
@junglefruits
@sallymoen2
@youngchris27040
@trevorturvey1
@herbivore_club
@jazzydolphin
@shilawuri
@3tomatoesshort

Top Tweeters in G9:
@politicalant
@sydnets
@fanslpfamily
@forbes
@murielcooperi
@johnosullivan36
@transparency_a1
@cindyceemerson
@anootchka
@atypicalblonde

Top Tweeters in G10:
@iam__network
@caleeuropaedic
@avildsen
@maelorin
@imagine_garden
@lunarheritage
@adamwagner1
@broknheadphones
@sydneylkaster
@bluejeancola