#climatechange, Twitter, 6/11/2020 2:13:58 AM, 229076


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#climatechange_2020-06-10_17-10-03.xlsx
#climatechange_2020-06-10_17-10-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 11, 2020
Short Description:
#climatechange via NodeXL https://bit.ly/3fdRQiI
@arikring
@pauledawson
@eankitpandey
@unfccc
@weincludedorg
@geraldkutney
@eco1start
@unep
@profstrachan
@redmayne_robert

Top hashtags:
#climatechange
#covid19
#environment
#climateaction
#democrats
#worldoceansday

Description:
Description
The graph represents a network of 6,226 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, 11 June 2020 at 00:11 UTC.

The requested start date was Thursday, 11 June 2020 at 00:01 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, 7-hour, 54-minute period from Monday, 08 June 2020 at 19:06 UTC to Wednesday, 10 June 2020 at 03:00 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 : 6226
Unique Edges : 4735
Edges With Duplicates : 8772
Total Edges : 13507
Number of Edge Types : 5
Retweet : 3554
MentionsInRetweet : 5665
Replies to : 194
Mentions : 2786
Tweet : 1308
Self-Loops : 1391
Reciprocated Vertex Pair Ratio : 0.0158943965517241
Reciprocated Edge Ratio : 0.0312914346327234
Connected Components : 1057
Single-Vertex Connected Components : 420
Maximum Vertices in a Connected Component : 3127
Maximum Edges in a Connected Component : 8816
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.23026
Graph Density : 0.000194597858185069
Modularity : 0.559992
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 6,226 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, 11 June 2020 at 00:11 UTC.

The requested start date was Thursday, 11 June 2020 at 00:01 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, 7-hour, 54-minute period from Monday, 08 June 2020 at 19:06 UTC to Wednesday, 10 June 2020 at 03:00 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:
[29] https://twitter.com/bbcweather/status/1270386079250735105
[21] https://www.hashdmz.com/otdihmonth.html
[16] https://clicktotweet.com/spa78+
[13] https://www.bbc.co.uk/news/av/science-environment-52926683/climate-basics-co2-explained
[11] https://wattsupwiththat.com/2020/06/09/sierra-club-well-never-stop-climate-change-without-ending-white-supremacy/
[8] https://www.politico.com/news/2020/06/08/borrowed-time-climate-changemortgage-market-304130?platform=hootsuite
[8] https://www.ft.com/content/710cc474-15f7-4db0-8d54-a50f161f76bb
[8] https://e360.yale.edu/features/unequal-impact-the-deep-links-between-inequality-and-climate-change
[7] https://www.youtube.com/watch?&v=Elf0RFBhr8I
[7] https://therevelator.org/megadrought-aridification-climate/

Top URLs in Tweet in G1:
[12] https://clicktotweet.com/spa78+
[10] https://twitter.com/bbcweather/status/1270386079250735105
[4] https://www.bbc.co.uk/news/science-environment-52973089
[3] https://www.bbc.co.uk/news/av/science-environment-52926683/climate-basics-co2-explained
[3] https://www.bbc.co.uk/news/science-environment-52968716
[3] http://secure.hostgator.com/~affiliat/cgi-bin/affiliates/clickthru.cgi?id=Bankroller&page=http://www.hostgator.com/green-web-hosting.shtml
[2] http://gpwx.news/glhke
[2] https://www.youtube.com/watch?v=dZxXzJXRWvA&feature=youtu.be

[2] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[2] https://twitter.com/TIDE_NGO/status/1270182902890819584

Top URLs in Tweet in G2:
[3] https://grist.org/fix/combatting-climate-change-covid-19-and-systemic-injustice-on-the-same-front/
[2] https://twitter.com/DakarOxy/status/1269854314979299329
[2] https://citizensclimatelobby.org/2020-june-conference/
[2] https://www.yaleclimateconnections.org/2020/06/entrepreneurs-tasked-with-removing-carbon-pollution-from-the-air/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=2333a650-a940-11ea-a528-07d697cbb505&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNi0wNy9hLW1pbGxpb24tbWlsZS1iYXR0ZXJ5LWZyb20tY2hpbmEtY291bGQtcG93ZXIteW91ci1lbGVjdHJpYy1jYXI=
[2] https://www.hindustantimes.com/science/giant-spill-in-russia-offers-a-glimpse-of-the-arctic-s-future/story-gOO8cifdR2GM3Menx3C4dJ.html
[2] https://citizensclimatelobby.org/citizens-climate-radio-ep-31-dr-katharine-hayhoe-and-dr-jeffrey-bennett/
[1] https://twitter.com/CISGroupUK/status/1023092156968443905
[1] https://www.latimes.com/california/story/2020-06-07/deep-sea-mucus-larvacean
[1] https://earther.gizmodo.com/it-hit-80-degrees-in-the-arctic-this-week-1843606717/amp?__twitter_impression=true

Top URLs in Tweet in G3:
[6] https://climatenewsnetwork.net/millions-of-species-face-extinction-emergency/
[6] https://www.youtube.com/watch?&v=Elf0RFBhr8I
[6] https://www.theguardian.com/environment/2019/nov/06/dumped-fishing-gear-is-biggest-plastic-polluter-in-ocean-finds-report
[6] http://smartdissent.com/article/corrupt-and-criminal-trump-eliminating-science-corporate-profits
[4] https://twitter.com/axios/status/1270009437797748738
[4] http://smartdissent.com/article/epa-employees-want-bill-rights-protect-scientific-integrity
[3] https://www.eurekalert.org/pub_releases/2020-06/icl-cmw060520.php
[3] https://twitter.com/BrianEttling/status/1269758117442547712
[2] http://www.greenbuiltinternationalbuildingcompany.com/
[2] https://friendsofscience.org/assets/documents/News/Friends%20of%20Science%20Press%20Release%20May%208,%202020.pdf

Top URLs in Tweet in G4:
[1] https://www.wnd.com/2020/06/lefts-war-science/
[1] https://www.hawaii.edu/news/2020/06/05/historical-kona-freshwater-articles-deciphered/

Top URLs in Tweet in G5:
[4] https://twitter.com/MeganKonar/status/1270426421199097860
[4] https://twitter.com/bbcweather/status/1270386079250735105
[4] https://ensia.com/articles/phytomining-lithium-batteries-ev/
[3] https://twitter.com/RogerHallamCS21/status/1270100084756275200
[3] https://www.udel.edu/udaily/2020/june/north-american-ocean-acidification-wei-jun-cai-noaa/#.Xt_RrqH722c.twitter
[2] https://twitter.com/benja_pozos/status/1270071736294354944
[2] https://backfortyfliers.com/2017/04/22/3-easy-ways-to-make-the-world-a-better-place-on-earth-day/?utm_medium=social&utm_campaign=postplanner&utm_source=twitter.com
[2] https://www.forbes.com/sites/emanuelabarbiroglio/2020/04/25/climate-change-made-2019-the-warmest-year-on-record/#ac3637829cb8
[2] https://www.bloomberg.com/news/features/2020-06-08/singapore-finds-a-way-to-make-air-conditioners-greener
[2] https://twitter.com/profstrachan/status/1270424773760356362

Top URLs in Tweet in G6:
[1] https://twitter.com/d_e_mol/status/1270362927447638016
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3887906/
[1] https://climatechangedispatch.com/physicist-co2-heat-retention/
[1] https://twitter.com/EcoSenseNow/status/1270449244273405952
[1] https://wattsupwiththat.com/2020/05/27/eat-bugs-eu-pressing-member-states-to-promote-climate-friendly-insect-protein-diets/
[1] https://twitter.com/bbcweather/status/1270386079250735105

Top URLs in Tweet in G7:
[3] https://bit.ly/3ducx9D
[3] https://www.gender-nr-peace.org/gender-climate-security/
[3] http://www.ipcc.ch
[1] http://ow.ly/5tUN50A34NY
[1] https://www.ipcc.ch/sr15/authors/
[1] https://news.un.org/en/story/2020/06/1065852
[1] https://twitter.com/UNEP/status/1270213619742117888
[1] https://twitter.com/estudARQ_luizfe/status/1266204164629180418
[1] http://opiniojuris.org/2020/06/03/icl-and-environmental-protection-symposium-can-ecocide-save-the-planet-an-international-crime-of-climate-change/
[1] https://webcms.unfccc.int/news/network-and-website-to-address-loss-and-damage-launched

Top URLs in Tweet in G8:
[8] https://www.politico.com/news/2020/06/08/borrowed-time-climate-changemortgage-market-304130?platform=hootsuite
[6] https://www.hrw.org/news/2020/06/08/climate-change-emerging-threat-pregnancy-health?platform=hootsuite
[6] https://www.theguardian.com/business/2020/jun/09/great-britain-coal-free-industrial-revolution-electricity?platform=hootsuite
[5] https://www.hashdmz.com/otdihmonth.html
[3] https://www.rebelnews.com/whale_dies_in_sewage_ridden_st_lawrence
[3] https://www.youtube.com/watch?v=NDoHuGdzpjA&feature=youtu.be

[2] https://www.youtube.com/watch?v=DgsnyHILdb8&feature=youtu.be

[2] https://gcaptain.com/europes-rhine-river-faces-low-water-heading-into-dry-season/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Gcaptain+%28gCaptain.com%29&goal=0_f50174ef03-df5a7327c7-169607509&mc_cid=df5a7327c7&mc_eid=c3bcad4dc4
[2] https://twitter.com/billmckibben/status/1270479089665744896
[2] https://www.nytimes.com/2020/06/09/nyregion/exxon-mobil-hackers-greenpeace.html

Top URLs in Tweet in G9:
[6] https://irishtechnews.ie/5-technologies-that-could-save-our-planet/
[4] https://www.weforum.org/agenda/2019/02/what-happens-to-the-natural-world-if-all-the-insects-disappear
[2] https://www.weforum.org/agenda/2020/05/antarctica-green-snow-algae
[2] https://techwireasia.com/2020/05/ai-and-climate-change-how-cutting-edge-tech-can-help/
[2] https://www.weforum.org/agenda/2020/06/oceans-heat-up-seven-times-greenhouse-emissions
[1] https://www.weforum.org/agenda/2020/05/global-warming-heat-territory-earth-uninhabitable
[1] https://www.weforum.org/agenda/2020/06/the-heating-challenge-cities-must-solve-to-fight-global-warming
[1] https://twitter.com/drjdrooghaag/status/1270296324655718401
[1] https://www.smartcitylab.com/blog/urban-environment/smart-agriculture-climate-change/
[1] https://twitter.com/peteaturner/status/1270423265605857280

Top URLs in Tweet in G10:
[2] https://www.youtube.com/watch?v=NA4SSmEr1DQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=8-7MNGw6s0w&feature=youtu.be

[2] https://www.youtube.com/watch?v=foXMXCAgKq4&feature=youtu.be

[1] https://reliefweb.int/report/world/trees-have-major-role-disaster-risk-reduction-eco-drr-course-agrees
[1] https://www.ipcc.ch/srocc/headline-statements/
[1] https://www.conservation.org/blog/dying-forests-shifting-farms-planting-1-trillion-trees-3-stories-you-may-have-missed/
[1] https://forestsnews.cifor.org/65765/new-institutional-arrangements-in-climate-mitigation-programs-show-promise-in-peruvian-amazon?fnl=en
[1] https://www.cifor.org/knowledge/publication/7627
[1] https://www.undp.org/content/undp/en/home/news-centre/news/2020/un-entities-and-private-sector-join-forces-to-tackle-invasive-sp.html
[1] https://soundcloud.com/unfao/ocean-health?utm_content=bufferd4a22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[308] twitter.com
[82] youtube.com
[57] bit.ly
[54] co.uk
[50] iammarketingmedia.com
[39] netdonor.net
[31] theguardian.com
[31] hashdmz.com
[22] phys.org
[19] bloomberg.com

Top Domains in Tweet in G1:
[81] twitter.com
[24] netdonor.net
[16] immortalartist.com
[15] youtube.com
[15] co.uk
[12] clicktotweet.com
[9] instagram.com
[6] blogspot.com
[4] insideclimatenews.org
[4] ecowatch.com

Top Domains in Tweet in G2:
[6] twitter.com
[5] grist.org
[4] nytimes.com
[4] citizensclimatelobby.org
[4] bloomberg.com
[3] theguardian.com
[2] washingtonpost.com
[2] mission1point5.org
[2] yaleclimateconnections.org
[2] com.au

Top Domains in Tweet in G3:
[11] twitter.com
[11] smartdissent.com
[10] youtube.com
[9] theguardian.com
[6] climatenewsnetwork.net
[5] friendsofscience.org
[3] eurekalert.org
[2] yale.edu
[2] greenbuiltinternationalbuildingcompany.com
[1] co.uk

Top Domains in Tweet in G4:
[1] wnd.com
[1] hawaii.edu

Top Domains in Tweet in G5:
[28] twitter.com
[4] ensia.com
[4] netdonor.net
[4] ft.com
[3] udel.edu
[3] co.uk
[3] bbc.com
[3] thenation.com
[3] cbc.ca
[2] backfortyfliers.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] nih.gov
[1] climatechangedispatch.com
[1] wattsupwiththat.com

Top Domains in Tweet in G7:
[7] twitter.com
[6] bit.ly
[4] ipcc.ch
[3] gender-nr-peace.org
[1] ow.ly
[1] un.org
[1] opiniojuris.org
[1] unfccc.int
[1] org.uk
[1] unenvironment.org

Top Domains in Tweet in G8:
[10] politico.com
[9] twitter.com
[7] hashdmz.com
[7] theguardian.com
[6] hrw.org
[6] youtube.com
[4] rebelnews.com
[4] nytimes.com
[4] netdonor.net
[2] gcaptain.com

Top Domains in Tweet in G9:
[10] weforum.org
[6] irishtechnews.ie
[2] twitter.com
[2] techwireasia.com
[1] smartcitylab.com

Top Domains in Tweet in G10:
[7] youtube.com
[4] co.uk
[2] cifor.org
[2] twitter.com
[2] europa.eu
[2] bit.ly
[2] ow.ly
[1] reliefweb.int
[1] ipcc.ch
[1] conservation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3574] climatechange
[254] covid19
[225] environment
[206] climateaction
[185] democrats
[183] worldoceansday
[157] sustainability
[148] socialist
[135] climatecrisis
[118] globalwarming



Top Hashtags in Tweet in G1:
[502] climatechange
[78] environment
[33] climateaction
[24] climatecrisis
[23] sustainability
[21] climatechangeisreal
[19] covid19
[17] globalwarming
[17] climate
[17] art

Top Hashtags in Tweet in G2:
[181] climatechange
[26] covid_19
[22] climatecrisis
[20] climateaction
[14] climate
[11] carbon
[11] actonclimate
[11] cleanenergy
[10] renewables
[10] extinctionrebellion

Top Hashtags in Tweet in G3:
[102] climatechange
[21] energy
[14] actonclimate
[11] portugal
[11] ableg
[10] environment
[9] biden
[9] election2020
[9] oil
[6] iceonfire

Top Hashtags in Tweet in G4:
[147] democrats
[147] socialist
[105] climatechange
[102] liberals
[102] evolution
[102] mathematics
[102] reason
[1] qanon2018
[1] qanon2020
[1] democratshateamerica

Top Hashtags in Tweet in G5:
[194] climatechange
[17] innovation
[15] renewableenergy
[14] climatecrisis
[13] ccicforum2020
[13] tech
[12] worldoceansday
[12] covid19
[11] startup
[10] globalwarming

Top Hashtags in Tweet in G6:
[10] climatechange
[5] climatebrawl
[4] co2
[4] carbon
[4] globalwarming
[2] climatecult
[2] climatehoax
[1] climatealarmists
[1] agw
[1] climatehistory

Top Hashtags in Tweet in G7:
[98] climatechange
[32] genderclimatesecurity
[27] gender
[11] covid19
[7] climateaction
[7] worldoceansday
[5] climate
[5] wildlife
[5] conservation
[5] management

Top Hashtags in Tweet in G8:
[117] climatechange
[13] environment
[11] climate
[9] covid19
[7] worldoceansday
[7] ebike
[7] ebikes
[7] cargobikes
[5] co2
[5] renewables

Top Hashtags in Tweet in G9:
[55] climatechange
[46] sustainability
[25] iot
[24] ai
[12] environment
[11] renewables
[10] climatecrisis
[10] oceans
[9] co2
[9] sdgs

Top Hashtags in Tweet in G10:
[95] climatechange
[15] worldoceansday
[13] biodiversity
[11] landdegradation
[9] biodiversityloss
[7] nature
[7] globalassessment
[7] covid19
[5] climatechangehoax
[4] parisagreement

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[502] #climatechange
[144] climate
[78] #environment
[54] change
[42] around
[39] food
[38] policy
[37] farming
[37] reform
[37] ask

Top Words in Tweet in G2:
[181] #climatechange
[108] profstrachan
[67] climate
[63] arikring
[57] jackthelad1947
[53] sea
[51] geraldkutney
[51] warming
[49] ristori20
[42] co2

Top Words in Tweet in G3:
[197] pauledawson
[111] way
[105] extinction
[104] find
[102] #climatechange
[100] terrible
[99] hard
[99] exaggerate
[99] peril
[99] half

Top Words in Tweet in G4:
[252] science
[147] left's
[147] war
[147] #democrats'
[147] pretense
[147] 'following
[147] data'
[147] masks
[147] grand
[147] scheme

Top Words in Tweet in G5:
[194] #climatechange
[26] need
[25] climate
[22] energy
[20] solar
[17] oceans
[17] vikezmedia
[17] #innovation
[15] #renewableenergy
[14] #climatecrisis

Top Words in Tweet in G6:
[10] #climatechange
[5] jamz129
[5] dawntj90
[5] #climatebrawl
[4] zombiepiano
[4] oscarswild1
[4] bsf
[4] greta
[4] thunberg
[4] see

Top Words in Tweet in G7:
[98] #climatechange
[83] report
[78] unep
[72] undp
[71] un_women
[69] unpeacebuilding
[65] undppa
[54] aims
[54] ensure
[40] gender

Top Words in Tweet in G8:
[116] #climatechange
[28] climate
[17] allanmargolin
[16] great
[15] time
[13] people
[13] #environment
[12] market
[12] #climate
[12] policy

Top Words in Tweet in G9:
[55] #climatechange
[46] #sustainability
[39] mikehudema
[35] never
[35] believe
[35] small
[35] make
[35] difference
[33] save
[31] mvollmer1

Top Words in Tweet in G10:
[95] #climatechange
[28] many
[28] pollution
[27] fao
[25] ocean
[24] ipbes
[19] overfishing
[19] threats
[18] health
[18] varied

Top Word Pairs
Top Word Pairs in Tweet in G2:
[47] fascinating,fantastical
[38] fantastical,sea
[37] sea,creature
[36] creature,helps
[36] helps,remove
[36] remove,planet
[36] planet,warming
[36] warming,gases
[36] gases,atmosphere
[36] atmosphere,#climatechange

Top Word Pairs in Tweet in G3:
[31] find,hard
[31] hard,exaggerate
[31] exaggerate,peril
[31] peril,extinction
[31] extinction,half
[31] half,way
[31] way,terrible
[31] pauledawson,find
[31] climate,change
[31] consequences,doing

Top Word Pairs in Tweet in G4:
[99] left's,war
[99] war,science
[99] science,#democrats'
[99] #democrats',pretense
[99] pretense,'following
[99] 'following,data'
[99] data',masks
[98] masks,grand
[46] grand,scheme
[36] scheme,turn

Top Word Pairs in Tweet in G5:
[147] climate,change
[147] research,identifies
[147] identifies,protection
[147] protection,coastal
[147] coastal,wetlands
[147] wetlands,key
[147] key,solution
[147] solution,#climatechange
[147] #climatechange,report
[147] projectdrawdown,research

Top Word Pairs in Tweet in G6:
[11] greta,thunberg
[10] thunberg,see
[10] see,carbon
[10] carbon,dioxide
[10] dioxide,maybe
[10] maybe,species
[10] species,#co2
[10] #co2,#carbon
[10] #carbon,#globalwarming
[9] aaopaez,greta

Top Word Pairs in Tweet in G7:
[4] unep,un_women
[4] un_women,undp
[4] undp,undppa
[4] undppa,unpeacebuilding
[4] unpeacebuilding,aims
[4] aims,ensure
[4] report,unep
[4] #genderclimatesecurity,unep
[4] report,#genderclimatesecurity
[3] ensure,gender

Top Word Pairs in Tweet in G8:
[71] food,farming
[66] farming,climate
[55] climate,policy
[55] policy,reform
[54] reform,around
[54] around,corner
[33] corner,ask
[30] ask,joe
[29] joe,biden
[29] biden,endorse

Top Word Pairs in Tweet in G9:
[10] never,believe
[10] believe,small
[10] small,make
[10] make,difference
[10] mt,mikehudema
[10] technologies,save
[10] save,planet
[10] simoncocking,irish_technews
[10] #iot,#sustainability
[10] mvollmer1,never

Top Word Pairs in Tweet in G10:
[35] overfishing,pollution
[35] pollution,#climatechange
[35] #climatechange,threats
[35] threats,ocean
[29] ocean,health
[25] health,many
[25] many,varied
[25] varied,fao
[25] faoknowledge,overfishing
[25] fao,podcas

Top Replied-To
Top Replied-To in Entire Graph:
@clairekraatz
@steveschmidtses
@geraldkutney
@hs2rebellion
@richwal94842899
@amongstwits
@alex_n_boyd
@aushiker
@johnccoupar
@michaelemann

Top Replied-To in G1:
@la_primavera_ge

Top Replied-To in G2:
@geraldkutney
@amongstwits
@solhog
@seth_leitman
@ink7
@jellsmoor
@kirillklip
@dotcommodity
@climateguyw

Top Replied-To in G3:
@clairekraatz
@michaelemann
@calgaryrugbydad
@debunkinc
@ember_november
@hurtinalbertan2
@friendsoscience
@carriesymonds
@levinepmc

Top Replied-To in G4:
@melski1

Top Replied-To in G5:
@portland_state

Top Replied-To in G6:
@skrued1
@climatepatriot
@gladfly1
@joetheatheist
@zombiepiano

Top Replied-To in G7:
@jamaicagleaner
@who
@upeace
@mubiruhumble

Top Replied-To in G10:
@foodsystems
@valpak_ltd
@riptide360

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@zeusfanhouse
@profstrachan
@thedevman1
@unep
@undp
@un_women
@unpeacebuilding
@undppa
@arikring

Top Mentioned in G1:
@zeroco2_
@newzealand_cafe
@gerritrentier
@galactr0n
@watchman2016
@lonniecratliff1
@principsofprosp
@leoletailleur

Top Mentioned in G2:
@profstrachan
@arikring
@jackthelad1947
@ristori20
@geraldkutney
@amazingchevvolt
@kirillklip
@debraruh
@christinemilne
@seth_leitman

Top Mentioned in G3:
@pauledawson
@epa
@michaelemann
@dragofix
@smartdissent
@jkenney
@jasonnixonab
@hurtinalbertan2
@drajesh_ug4ph
@jftaveira1993

Top Mentioned in G4:
@zeusfanhouse
@thedevman1
@uhhilo
@uhawaiinews
@sam2323_43433

Top Mentioned in G5:
@vikezmedia
@medadotorg
@mccorg
@ccciccic
@projectdrawdown
@mbendavid2020
@mccottawa
@idrc_crdi
@financialtimes
@gretathunberg

Top Mentioned in G6:
@jamz129
@dawntj90
@oscarswild1
@fauntleroy1934
@d_e_mol
@rustyaway
@thedisproof
@ecosensenow
@zombiepiano
@craigthomler

Top Mentioned in G7:
@unep
@undp
@un_women
@unpeacebuilding
@undppa
@unpeacekeeping
@asteiner
@un
@fathibashe
@undpclimate

Top Mentioned in G8:
@allanmargolin
@politico
@hashdmz
@hrw
@awelab1956
@susan_blakely
@andypopeinthew1
@laz
@rebelnewsonline
@funds4disaster

Top Mentioned in G9:
@mikehudema
@mvollmer1
@simoncocking
@irish_technews
@frronconi
@ianljones98
@wef
@mikequindazzi
@alvinfoo
@rwang0

Top Mentioned in G10:
@fao
@ipbes
@faoknowledge
@unbiodiversity
@conservationorg
@youtube
@euclimateaction
@defragovuk
@alemanha_br
@iaeaorg

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jurylady5
@sgh_rts
@alhanda
@lindaleeking
@kanekos69
@solutioneer72
@raymond_norman
@kat4obama
@independent

Top Tweeters in G1:
@isaaranjuez
@percievedlogic
@macbeestje
@quick13
@marcomariani_it
@tribunkaltim
@galactr0n
@marypatriotnews
@herrkusuma
@charissadufour

Top Tweeters in G2:
@jurylady5
@lindaleeking
@dancas2
@lehimesa
@jilliemary
@ggg_says
@jilevin
@eddarrell
@normanbuffong
@carlyinnj

Top Tweeters in G3:
@cook_robert_l
@actdontreact
@teram323tere
@mwhalan
@tess_blue815
@curiocat13
@globeandmail
@teakinrj
@softgrasswalker
@roseannebyrne

Top Tweeters in G4:
@harrellryan1
@baalter
@alley167
@artmanjanet
@mboksr_maga
@gbroh10
@jcoralpark
@bppope
@zeusfanhouse
@laylaalisha11

Top Tweeters in G5:
@dgendvil
@johangreg
@wasregan
@gadflyquebec
@donaldndoro
@financialtimes
@o_g_log
@cheetahgirl001
@bellatrixx2020
@biaus

Top Tweeters in G6:
@tokyo_tom
@boggywood
@equi_noctis
@halleverkehrt
@mamamac_
@gillesnfio
@regimechangebc
@piersmorgan
@craigthomler
@electropig

Top Tweeters in G7:
@petchary
@nomoreslaves
@chompie97
@joycehermit
@bagaluesunab
@martinmavenjina
@jamaicagleaner
@alexgodoyf_
@anaiduza
@bonillal1

Top Tweeters in G8:
@sgh_rts
@smallstreamersr
@b1e56df9ce6549f
@awelab1956
@supstreamers
@dremmelqueen
@courageousgirl2
@barbaramain07
@tdzwilewski
@politico

Top Tweeters in G9:
@swissbusiness
@marshacollier
@nicochan33
@shicooks
@rwang0
@ssxman2
@2601manish
@kuriharan
@vivekghosal
@metropulseusa

Top Tweeters in G10:
@visualpersist
@washtimes
@liarpoliticians
@cdvb2008
@mitchellvii
@milleroval
@greene_thoughts
@theyorkstimes
@bbcone
@a1properties