#climatechange, Twitter, 5/6/2021 1:28:26 AM, 254218


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#climatechange_2021-05-05_17-08-00.xlsx
#climatechange_2021-05-05_17-08-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
#climatechange via NodeXL https://bit.ly/3tmXrtu
@jfsebastian146
@arikring
@pauledawson
@fffbot1
@allanmargolin
@wef
@kvajpayaee
@noodleonit
@billmaher
@gretathunberg

Top hashtags:
#climatechange
#fridaysforfuture
#climatecrisis
#climateaction
#berlin
#environment

Description:
Description
The graph represents a network of 7,209 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, 06 May 2021 at 00:24 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 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, 43-minute period from Monday, 03 May 2021 at 00:31 UTC to Wednesday, 05 May 2021 at 08:14 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 : 7209
Unique Edges : 5539
Edges With Duplicates : 14054
Total Edges : 19593
Number of Edge Types : 5
Retweet : 5346
MentionsInRetweet : 7835
Tweet : 2094
Mentions : 4092
Replies to : 226
Self-Loops : 2274
Reciprocated Vertex Pair Ratio : 0.017710870046491
Reciprocated Edge Ratio : 0.0348053078094409
Connected Components : 1020
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 4763
Maximum Edges in a Connected Component : 16180
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.607332
Graph Density : 0.00017693538521416
Modularity : 0.442013
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,209 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, 06 May 2021 at 00:24 UTC.

The requested start date was Thursday, 06 May 2021 at 00:01 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, 43-minute period from Monday, 03 May 2021 at 00:31 UTC to Wednesday, 05 May 2021 at 08:14 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:
[129] https://act.greenpeace.org/page/81519/petition/1?locale=en-US&utm_campaign=forests&campaign_project=trees&utm_source=t.co&utm_medium=post&utm_term=sign&utm_content=link&content_specific=trees.oldgrowth.twitter&ea.tracking.id=en_forests_trees_t.co_post_20210429_sign_link_trees.oldgrowth.twitter
[77] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=04/05/2021+00:00
[41] https://twinybots.ch/
[17] https://westernstandardonline.com/2021/05/data-shows-carbon-tax-not-working-in-bc/
[15] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[14] http://gpwx.news/ndfic
[14] https://sgkplanet.com/en/
[14] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[14] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[14] http://ananyakamboj.com/2020/10/environmental-literacy-is-the-key-to-combat-climate-change/

Top URLs in Tweet in G1:
[14] http://ananyakamboj.com/2020/10/environmental-literacy-is-the-key-to-combat-climate-change/
[11] https://www.youtube.com/watch?v=GxLVr9qnuAk&feature=youtu.be

[7] https://www.theguardian.com/environment/2021/apr/30/climate-crisis-we-must-make-sacrifices-to-avoid-future-wars-says-eu-deputy-frans-timmermans
[7] https://www.engadget.com/vw-electric-microbus-release-date-us-europe-id-buzz-173557828.html
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253855
[6] https://www.youtube.com/watch?v=BRo2EOBjjlw

[5] https://www.cbsnews.com/news/climate-change-tipping-points-amazon-rainforest-antarctic-ice-gulf-stream/
[4] https://www.spiegel.de/auto/fahrberichte/mercedes-eqs-im-test-mit-diesem-auto-will-daimler-tesla-attackieren-a-bd00240f-1869-4ece-90b3-6f03c15e4f5d
[4] https://www.youtube.com/watch?v=m_9hfHvQSNo&feature=youtu.be

[4] https://www.youtube.com/watch?v=9dZW1C3neao&feature=youtu.be


Top URLs in Tweet in G2:
[9] https://www.tc.columbia.edu/events/info/strengthening-sustainability-programs-and-curricula-in-higher-education-11314434/
[8] https://itunes.apple.com/us/movie/eve-n-god-this-female-is-not-yet-rated/id1447735793
[8] https://music.apple.com/us/album/this-female-is-not-yet-rated/1402313761
[7] https://twitter.com/CaliLiliIndies/status/989580396009418757/video/1
[5] https://twinybots.ch/
[5] https://jccraig.medium.com/lagrange-lancelot-geoengineer-who-can-save-the-planet-2e11ae08b3b8
[4] https://www.mygreatlearning.com/blog/machine-learning-to-solve-climate-change/
[4] https://www.amarujala.com/photo-gallery/dehradun/uttarakhand-weather-chamoli-disaster-news-today-cloudburst-in-three-places-of-ghat-block-photos
[4] https://www.joyofsustainability.com/
[4] http://ref.imprfct.us/lu4Ek

Top URLs in Tweet in G3:
[5] https://uqr.to/tc5w?utm_source=twitter&utm_medium=social&utm_campaign=english-adults-leweb-ea-regional
[5] https://twinybots.ch/
[4] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=01/05/2021+11:00
[4] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=04/05/2021+00:00
[3] https://www.bbc.co.uk/news/science-environment-56941979
[3] http://gpwx.news/ndfic
[3] https://www.washingtonpost.com/weather/2021/05/04/noaa-new-climate-normals/
[3] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=29/04/2021+14:00
[2] https://www.nytimes.com/2021/04/26/us/us-census-numbers.html?referringSource=articleShare
[2] https://www.bbc.co.uk/news/av/science-environment-56944931

Top URLs in Tweet in G4:
[8] https://sgkplanet.com/en/
[8] https://rpujolviven.blogspot.com/2019/12/the-loosed-decade.html
[7] https://www.businessinsider.com/americans-new-climate-normal-is-hotter-wetter-and-more-extreme-2021-5
[7] https://rpujolviven.blogspot.com/2020/02/the-prophets-of-doom.html
[6] https://www.businessinsider.com/greta-thunberg-we-will-not-give-up-fighting-climate-crisis-2021-5
[5] https://rpujolviven.blogspot.com/2017/04/no-we-know-what-were-betting.html
[5] https://www.getrevue.co/profile/yuichiro-yoshinari/issues/winyy-52-weekly-innovation-newsletter-by-yuichiro-yoshinari-591187
[4] https://wemeantoclean.blogspot.com/2019/11/watering-and-maintenance-of-native-tree_25.html
[4] https://abc-7.com/news/science/2021/05/03/lightning-strikes-could-be-secret-weapon-in-resolving-climate-crisis/
[4] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html

Top URLs in Tweet in G5:
[129] https://act.greenpeace.org/page/81519/petition/1?locale=en-US&utm_campaign=forests&campaign_project=trees&utm_source=t.co&utm_medium=post&utm_term=sign&utm_content=link&content_specific=trees.oldgrowth.twitter&ea.tracking.id=en_forests_trees_t.co_post_20210429_sign_link_trees.oldgrowth.twitter
[5] https://www.betterworld.info/Climatecrisis
[4] https://twinybots.ch/
[3] https://kokushoku.com/telepathy-informant-science-problem-01-global-warming-cause/
[3] https://www.washingtonpost.com/weather/2021/05/02/california-wildfire-season-growing/
[3] https://ecofriendlylink.com/blog/eat-more-sustainably/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://rpujolviven.blogspot.com/2016/12/perceptions-towards-climate-climatic.html
[2] https://apple.news/AuYHbFl-vQpCexJqVj10D6Q
[2] https://inhabitat.com/hawaii-declares-a-climate-emergency/
[2] https://www.rebelnews.com/conservative_party_spends_71k_in_7_days_on_facebook_ads_touting_climate_plan

Top URLs in Tweet in G7:
[69] https://www.weforum.org/agenda/2021/04/countries-leading-post-pandemic-green-recovery?utm_source=twitter&utm_medium=social_scheduler&utm_term=COVID-19&utm_content=04/05/2021+00:00
[27] https://twinybots.ch/
[7] http://gpwx.news/ndfic
[5] https://www.weforum.org/agenda/2021/05/electric-vehicle-battery-recycling-circular-economy?utm_source=twitter&utm_medium=social_scheduler&utm_term=Decarbonizing+Energy&utm_content=04/05/2021+18:45
[3] https://www.weforum.org/agenda/2021/01/global-ice-loss-climate-change-environment-melting-global-warming?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=03/02/2021+02:00
[2] https://www.weforum.org/agenda/2020/02/farms-of-the-future
[2] https://www.weforum.org/agenda/2021/04/ultra-white-paint-reflects-sunlight-cools-climate?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=28/04/2021+09:00
[2] https://www.weforum.org/agenda/2021/04/rising-temperatures-satellite-images?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=23/04/2021+14:45
[2] https://www.weforum.org/agenda/2021/01/europe-flying-climate-change-covid-19-global-warming-emissions-sustainability?utm_source=twitter&utm_medium=social_scheduler&utm_term=Climate+Change&utm_content=23/01/2021+14:30
[2] https://www.theguardian.com/environment/2021/apr/17/environment-minister-sussan-ley-says-climate-action-not-her-portfolio-in-stoush-with-states

Top URLs in Tweet in G8:
[3] https://eurasianet.org/kazakhstan-there-used-to-be-a-river-here
[2] https://www.unep-aewa.org/en/news/study-predicts-climate-change-impact-african-eurasian-waterbirds
[2] https://www.un.org/sustainabledevelopment/climate-action-superheroes
[1] https://ph.news.yahoo.com/climate-change-24-c-174154972.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://www.pna.gov.ph/articles/1139052
[1] https://www.uncclearn.org/donate/
[1] https://www.wfpusa.org/news-release/wfp-tajik-government-sign-mou-climate-change/
[1] https://www.wfpusa.org/explore/wfps-work/drivers-of-hunger/climate-change/
[1] https://www.wfpusa.org/multimedia/hunger-and-rain-the-story-of-the-dry-corridor/
[1] https://www.youthcolab.org/2021-summit

Top URLs in Tweet in G9:
[5] https://www.washingtonpost.com/weather/2021/05/04/noaa-new-climate-normals/
[1] https://buff.ly/3gYY75F

Top URLs in Tweet in G10:
[6] https://finance.yahoo.com/news/warren-buffett-chevrons-not-an-evil-company-in-the-least-193906184.html
[5] https://nyartistscircle.com/curated-shows/fragile-earth
[2] https://www.sfgate.com/bayarea/article/2021-04-Big-Basin-Fire-Red-Flag-Warning-16147254.php
[2] https://www.brookings.edu/podcast-episode/girls-education-is-key-to-climate-change-solutions/
[1] https://insideclimatenews.org/news/02052021/extreme-weather-agricultural-financial-risks-climate-change/

Top Domains
Top Domains in Tweet in Entire Graph:
[417] youtube.com
[379] twitter.com
[261] youtu.be
[133] blogspot.com
[130] greenpeace.org
[123] immortalartist.com
[117] weforum.org
[76] theguardian.com
[59] co.uk
[55] bit.ly

Top Domains in Tweet in G1:
[171] youtube.com
[106] youtu.be
[80] twitter.com
[18] theguardian.com
[14] ananyakamboj.com
[9] engadget.com
[8] nodexlgraphgallery.org
[6] bbc.com
[5] co.uk
[5] cbsnews.com

Top Domains in Tweet in G2:
[53] twitter.com
[35] youtube.com
[24] youtu.be
[20] gpwx.news
[16] apple.com
[14] blogspot.com
[13] co.uk
[9] theguardian.com
[9] columbia.edu
[7] linkedin.com

Top Domains in Tweet in G3:
[69] twitter.com
[19] theguardian.com
[15] youtube.com
[15] co.uk
[15] weforum.org
[14] linkedin.com
[7] nytimes.com
[7] washingtonpost.com
[6] google.com
[6] theconversation.com

Top Domains in Tweet in G4:
[119] immortalartist.com
[64] blogspot.com
[19] twitter.com
[13] businessinsider.com
[10] theguardian.com
[9] sgkplanet.com
[6] co.uk
[6] bbc.com
[6] amazon.com
[5] getrevue.co

Top Domains in Tweet in G5:
[129] greenpeace.org
[11] blogspot.com
[8] twitter.com
[5] betterworld.info
[5] ecofriendlylink.com
[4] cnn.com
[4] twinybots.ch
[3] kokushoku.com
[3] bloomberg.com
[3] washingtonpost.com

Top Domains in Tweet in G7:
[90] weforum.org
[27] twinybots.ch
[19] gpwx.news
[2] theguardian.com
[2] nasa.gov
[2] climategen.org
[2] forbes.com
[2] vietdes.com
[1] mckinsey.com
[1] mygreatlearning.com

Top Domains in Tweet in G8:
[3] wfpusa.org
[3] eurasianet.org
[3] twitter.com
[2] unep-aewa.org
[2] gatesfoundation.org
[2] un.org
[1] yahoo.com
[1] gov.ph
[1] uncclearn.org
[1] youthcolab.org

Top Domains in Tweet in G9:
[5] washingtonpost.com
[1] buff.ly

Top Domains in Tweet in G10:
[6] yahoo.com
[5] nyartistscircle.com
[2] sfgate.com
[2] brookings.edu
[1] insideclimatenews.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5453] climatechange
[893] fridaysforfuture
[569] climatecrisis
[513] climateaction
[469] berlin
[288] environment
[286] climate
[262] sustainability
[261] globalwarming
[229] climateemergency



Top Hashtags in Tweet in G1:
[628] climatechange
[535] fridaysforfuture
[259] climatecrisis
[176] berlin
[134] climateaction
[131] climatestrike
[105] climateemergency
[86] climatejustice
[70] climatebrawl
[62] gretathunberg

Top Hashtags in Tweet in G2:
[667] climatechange
[61] fridaysforfuture
[45] environment
[44] sustainability
[42] climate
[39] globalwarming
[36] berlin
[31] climateaction
[26] susatainability
[24] climatecrisis

Top Hashtags in Tweet in G3:
[538] climatechange
[40] environment
[33] sustainability
[32] climatecrisis
[30] globalwarming
[24] climateaction
[21] climate
[19] energy
[15] climateemergency
[14] earth

Top Hashtags in Tweet in G4:
[402] climatechange
[170] climateaction
[96] dystopia
[80] climatecrisis
[77] art
[71] climatechangeaction
[49] climatechangeisreal
[48] extremeweather
[47] climatechangeart
[43] globalwarming

Top Hashtags in Tweet in G5:
[300] climatechange
[142] oldgrowth
[129] bcpoli
[39] climatecrisis
[35] adbannualmeeting
[25] fossilfreeadb
[19] climate
[18] globalwarming
[13] climateaction
[11] climateemergency

Top Hashtags in Tweet in G6:
[13] climatechange
[6] environment
[6] katyayan
[6] nature
[6] naturephotography
[6] climateaction
[5] climatecrisis
[5] sundayvibes
[1] mondaymotivation
[1] mondaythoughts

Top Hashtags in Tweet in G7:
[161] climatechange
[67] greenrecovery
[19] globalwarming
[17] climate
[9] iot
[6] marketing
[6] climatechaos2021
[6] climateforplanet
[5] electricvehicles
[5] learning

Top Hashtags in Tweet in G8:
[69] climatechange
[14] climateaction
[13] forest
[11] foodsafety
[9] covid19
[8] migration
[6] climatestrikeonline
[6] climatestarves
[5] dyk
[4] environment

Top Hashtags in Tweet in G9:
[121] climatechange
[1] freshvoicesrise
[1] desantis

Top Hashtags in Tweet in G10:
[35] climatechange

Top Words
Top Words in Tweet in Entire Graph:
[5451] #climatechange
[1196] climate
[893] #fridaysforfuture
[743] more
[632] youtube
[577] change
[571] world
[569] #climatecrisis
[513] #climateaction
[483] meiklwagner

Top Words in Tweet in G1:
[628] #climatechange
[535] #fridaysforfuture
[309] meiklwagner
[269] climate
[265] youtube
[259] #climatecrisis
[227] pauledawson
[219] records
[176] #berlin
[134] #climateaction

Top Words in Tweet in G2:
[667] #climatechange
[138] climate
[78] change
[67] more
[63] meiklwagner
[61] #fridaysforfuture
[55] youtube
[45] #environment
[44] #sustainability
[44] #climate

Top Words in Tweet in G3:
[537] #climatechange
[102] climate
[72] change
[66] more
[43] world
[40] #environment
[33] #sustainability
[32] #climatecrisis
[30] #globalwarming
[26] global

Top Words in Tweet in G4:
[402] #climatechange
[170] #climateaction
[134] world
[113] grey
[109] climate
[108] cross
[100] studios
[96] #dystopia
[90] change
[80] #climatecrisis

Top Words in Tweet in G5:
[298] #climatechange
[152] forest
[147] more
[146] alarming
[144] protect
[143] rate
[142] jjhorgan
[142] promised
[142] 's
[142] last

Top Words in Tweet in G6:
[13] #climatechange
[13] spendharkar
[7] kvajpayaee
[6] never
[6] know
[6] worth
[6] water
[6] till
[6] well
[6] dry

Top Words in Tweet in G7:
[161] #climatechange
[89] wef
[73] leading
[73] way
[72] recovery
[71] countries
[71] pandemic
[71] green
[67] #greenrecovery
[32] climate

Top Words in Tweet in G8:
[69] #climatechange
[27] world
[17] taking
[17] challenges
[15] people
[15] forests
[14] #climateaction
[14] land
[13] livelihoods
[13] working

Top Words in Tweet in G9:
[121] #climatechange
[116] nearly
[116] 70
[116] percent
[116] floridians
[116] see
[116] addressed
[116] locally
[116] republican
[116] legislators

Top Words in Tweet in G10:
[35] #climatechange
[24] allanmargolin
[18] artists
[12] strongest
[12] hottest
[12] wettest
[12] hardest
[12] impacts
[12] walt_handelsman
[9] fragile

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[453] youtube,#fridaysforfuture
[440] climate,change
[424] records,youtube
[385] #fridaysforfuture,#berlin
[212] #berlin,#climatechange
[188] against,#climatechange
[179] fight,against
[161] forest,logging
[160] promised,protect
[160] protect,'s

Top Word Pairs in Tweet in G1:
[190] youtube,#fridaysforfuture
[188] records,youtube
[150] #fridaysforfuture,#berlin
[84] #climatechange,#climatecrisis
[74] pauledawson,one
[72] one,biggest
[72] biggest,issues
[72] issues,self
[72] self,isolate
[72] isolate,climate

Top Word Pairs in Tweet in G2:
[56] climate,change
[39] youtube,#fridaysforfuture
[37] records,youtube
[28] #fridaysforfuture,#berlin
[26] face,#climatechange
[26] #climatechange,major
[26] major,#susatainability
[26] #susatainability,challenges
[26] challenges,join
[23] #globalwarming,#climatechange

Top Word Pairs in Tweet in G3:
[59] climate,change
[14] learn,more
[13] #climatechange,#climatecrisis
[12] leading,way
[11] #climatechange,#environment
[11] countries,leading
[11] way,pandemic
[11] pandemic,green
[11] green,recovery
[11] recovery,#climatechange

Top Word Pairs in Tweet in G4:
[108] grey,cross
[100] cross,studios
[76] studios,#art
[71] #climatechangeaction,#dystopia
[68] climate,change
[67] saving,world
[67] world,bent
[66] bent,destroying
[65] destroying,itself
[60] itself,grey

Top Word Pairs in Tweet in G5:
[142] promised,protect
[142] protect,'s
[142] 's,last
[142] last,stands
[142] stands,#oldgrowth
[142] #oldgrowth,forest
[142] forest,logging
[142] alarming,rate
[141] logging,continued
[141] continued,alarming

Top Word Pairs in Tweet in G6:
[6] never,know
[6] know,worth
[6] worth,water
[6] water,till
[6] till,well
[6] well,dry
[6] dry,thomas
[6] thomas,fuller
[6] fuller,#climatechange
[6] #climatechange,#environment

Top Word Pairs in Tweet in G7:
[72] recovery,#climatechange
[71] countries,leading
[71] leading,way
[71] way,pandemic
[71] pandemic,green
[71] green,recovery
[67] #climatechange,#greenrecovery
[65] wef,countries
[19] #globalwarming,#climatechange
[17] climate,change

Top Word Pairs in Tweet in G8:
[13] #forest,forests
[13] forests,cover
[13] cover,one
[13] one,third
[13] third,earth's
[13] earth's,land
[13] land,mass
[13] mass,performing
[13] performing,vital
[13] vital,functions

Top Word Pairs in Tweet in G9:
[116] nearly,70
[116] 70,percent
[116] percent,floridians
[116] floridians,see
[116] see,#climatechange
[116] #climatechange,addressed
[116] addressed,locally
[116] locally,republican
[116] republican,legislators
[116] legislators,passed

Top Word Pairs in Tweet in G10:
[12] strongest,hottest
[12] hottest,wettest
[12] wettest,hardest
[12] hardest,impacts
[12] impacts,#climatechange
[12] #climatechange,walt_handelsman
[10] allanmargolin,strongest
[9] fragile,earth
[9] earth,artists
[9] artists,respond

Top Replied-To
Top Replied-To in Entire Graph:
@hazloe3
@hanslak
@geraldkutney
@spendharkar
@jjhorgan
@joe_hill
@zalmodegicos
@dfb_team_en
@kambojananya
@martinrev21

Top Replied-To in G1:
@hazloe3
@hanslak
@geraldkutney
@climateguyw
@zalmodegicos
@kambojananya
@dfb_team_en
@amazingchevvolt
@ecowarriorss
@amongstwits

Top Replied-To in G2:
@joe_hill
@pam_landy
@max_power50
@sariarhohavren
@cneilb
@racingxtinction
@reuters
@cellmate101
@lee_tennant
@mattjcan

Top Replied-To in G4:
@murpharoo
@bbcworld
@theausinstitute
@amazon

Top Replied-To in G5:
@jjhorgan
@kermithigby
@kaldorcentre
@vikrant_voice
@basementvegan
@celesteko_o
@adb_hq

Top Replied-To in G6:
@spendharkar
@yakuptatlc35
@meiken_2525
@nonalorehedzg03

Top Replied-To in G7:
@noaa

Top Replied-To in G8:
@icraf
@housingfirstuk
@eriksolheim
@pccmhs

Top Mentioned
Top Mentioned in Entire Graph:
@meiklwagner
@pauledawson
@jjhorgan
@greenpeaceca
@noodleonit
@geraldkutney
@gretathunberg
@wef
@billmaher
@arikring

Top Mentioned in G1:
@meiklwagner
@pauledawson
@geraldkutney
@gretathunberg
@ristori20
@arikring
@charluv2011
@profstrachan
@christinemilne
@ecowarriorss

Top Mentioned in G2:
@meiklwagner
@jjhorgan
@tcsustainable
@calililiindies
@thenasem
@realfarmed
@idmc_geneva
@mashrafhaidari
@chriscartw83
@bobhillbrain

Top Mentioned in G3:
@wm_books
@demsabroadcan
@ivoarrey
@lovemoz1
@realgeorge_k
@mikelovestweets
@macroymercados
@localasshole1
@nanamoudou_dabo

Top Mentioned in G4:
@sdhamiltonvic
@greycrossstudio
@activist360_co
@manishkhurana
@aliennextdoor
@adaberechukwu
@narendramodi
@erinsnod
@tickernewsco
@maddenifico

Top Mentioned in G5:
@jjhorgan
@greenpeaceca
@adb_hq
@basementvegan
@bwged_bd
@rpujolvives
@forum_adb
@graphsandcharts
@recourseteam
@ceedphilippines

Top Mentioned in G6:
@kvajpayaee
@rootnk
@wickedretro
@cordonroma
@ryallmark
@lifewithjohn
@solmullersch
@itsmuzza2004
@rebeccalmahan
@spendharkar

Top Mentioned in G7:
@wef
@noaa
@wmo
@enricomolinari
@gridpointwx
@cheddargadgets
@mashable
@eldesbanido
@mjhogasundram
@vr_artech

Top Mentioned in G8:
@unuehs
@fao
@unyouthenvoy
@iom_mecc
@gatesfoundation
@unicefbd
@duguma_l
@wfpusa
@sdgaction
@fta_cgiar

Top Mentioned in G9:
@noodleonit
@western_values

Top Mentioned in G10:
@allanmargolin
@walt_handelsman
@voteearlynow
@redlorainev
@n
@steven_wresists
@franbeallorart
@ladydobe1
@mikkitutu

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@sectest9
@jurylady5
@cybersec_feeds
@chidambara09
@ejlazar
@robre62
@lindaleeking
@geoffrey_payne
@femtech_

Top Tweeters in G1:
@sddphoto
@lehimesa
@dancas2
@jjj5819
@glasgow_watch
@curiocat13
@npsusa
@ken_crichlow
@carlyinnj
@billnigh

Top Tweeters in G2:
@ejlazar
@nobby15
@edjlazar
@reuters
@firstpost
@jayoung1892
@garthworld
@nytimes
@cnbc
@wesleycoughlan

Top Tweeters in G3:
@brasil_acabou
@iol
@stockscout1
@adriansysnet
@immortalzen
@cdnnow
@herrkusuma
@sleepyaddicts
@pdjmoo
@ecobard

Top Tweeters in G4:
@sectest9
@cybersecurityn8
@ancientbob
@anthonyabides
@lynlinking
@cineworld
@bbcworld
@machonejack
@onomsalam2pas
@irishspy

Top Tweeters in G5:
@lechatnoire4
@business
@courageousgirl2
@janattheocean
@imagine_garden
@spiderzjay
@susanduncanolp
@mommatkl
@chpsre
@ferejohn

Top Tweeters in G6:
@lindaleeking
@jilliemary
@ranasilvia63
@zeynazerda
@saferprint
@princess3rina
@marethr
@mspadine
@kvajpayaee
@beatricelacy

Top Tweeters in G7:
@chidambara09
@robre62
@ssxman2
@andrewmorrisuk
@petchary
@ansisegle
@eloycam2012
@mashable
@ilovebooks786
@bbddpp

Top Tweeters in G8:
@oldlady12345
@googleexpertuk
@nomoreslaves
@ana_captures
@jyotsna2964
@daniambiental
@deehaw90
@masalupaschal
@corpgovuk
@gambia_bot

Top Tweeters in G9:
@foggybottomgal
@cblazblaz
@zentaoprincess
@aziegler
@rleas
@sandykalano
@budgothmog44
@miamidecor
@jjohnson2u
@rtinkham

Top Tweeters in G10:
@bannerite
@awelab1956
@penndragonart
@puestoloco
@gfilms7
@rcarr57
@seajay603
@klingensmith_j
@webelievebeliev
@cynblogger