#climatechange, Twitter, 12/6/2019 10:39:33 PM, 218285


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#climatechange_2019-12-06_08-29-02.xlsx
#climatechange_2019-12-06_08-29-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 06, 2019
Short Description:
#climatechange via NodeXL http://bit.ly/2LtAZvR
@un
@jwspry
@unfccc
@gretathunberg
@ipcc_ch
@euclimateaction
@cop25cl
@onalytica
@arikring
@aecseewisahn

Top hashtags:
#climatechange
#cop25
#climatecrisis
#climatedebate
#climateaction
#climateemergency
#ipcc

Description:
Description
The graph represents a network of 6,726 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, 06 December 2019 at 16:30 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 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, 1-hour, 24-minute period from Wednesday, 04 December 2019 at 15:13 UTC to Thursday, 05 December 2019 at 16:38 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 : 6726
Unique Edges : 7966
Edges With Duplicates : 1355
Total Edges : 9321
Number of Edge Types : 3
Mentions : 7974
Tweet : 1103
Replies to : 244
Self-Loops : 1103
Reciprocated Vertex Pair Ratio : 0.0196131112305212
Reciprocated Edge Ratio : 0.0384716732542819
Connected Components : 1078
Single-Vertex Connected Components : 354
Maximum Vertices in a Connected Component : 3341
Maximum Edges in a Connected Component : 5623
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.238705
Graph Density : 0.000167800258001187
Modularity : 0.793231
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 6,726 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, 06 December 2019 at 16:30 UTC.

The requested start date was Friday, 06 December 2019 at 01:01 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, 1-hour, 24-minute period from Wednesday, 04 December 2019 at 15:13 UTC to Thursday, 05 December 2019 at 16:38 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:
[75] https://onalytica.com/blog/posts/cop-25-key-topics-and-influencers-shaping-the-climate-change-debate/?utm_content=buffer8504d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[41] https://climatism.blog/2019/12/05/team-greta-admits-climate-change-has-nothing-to-do-with-the-environment/
[21] https://www.change.org/p/global-energy-industry-climate-change-debate-africa-should-be-allowed-to-use-its-resources-and-develop-economies?recruiter=1022303615&recruited_by_id=38ac1fe0-128b-11ea-8363-edac7140b7ae&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard&use_react=false
[16] https://www.nytimes.com/2019/12/04/climate/climate-change-acceleration.html
[12] http://smartdissent.com/article/trumps-swamp-unqualified-corrupt-pick-lead-noaa-withdraws
[11] https://vozcomoarma.noblogs.org/?p=23761
[7] https://www.ipcc.ch/srocc/
[6] https://www.veolia.com/en/CO2-challenge-team-fight-against-climate-change
[6] Videos&utm_medium=Facebook
[6] Videos&utm_campaign=Facebook

Top URLs in Tweet in G1:
[7] https://www.ipcc.ch/srocc/
[5] https://unfccc-cop25.streamworld.de/webcast/joint-sbsta-ipcc-special-event-special-report-on-c
[5] https://www.ipcc.ch/srccl/
[5] http://www.iwmi.cgiar.org/events/un-climate-change-conference-cop25/#action4adaptation
[3] https://www.youtube.com/watch?v=eKT9nJ5oZBI&feature=youtu.be

[3] https://www.iucn-uk-peatlandprogramme.org/get-involved/newsletter
[2] https://www.ipcc-nggip.iges.or.jp/public/2019rf/index.html
[2] https://www.environewsnigeria.com/2019-concludes-decade-of-exceptional-global-heat-wmo/
[2] https://www.environewsnigeria.com/factors-hindering-africa-at-international-negotiations-oladipo/
[2] https://unfccc.int/news/how-cop25-is-being-made-sustainable

Top URLs in Tweet in G2:
[7] https://www.nytimes.com/2019/12/04/climate/climate-change-acceleration.html
[3] https://www.cbc.ca/news/business/climate-change-food-price-increase-report-1.5383507
[2] https://www.washingtonpost.com/climate-environment/2019/12/03/global-greenhouse-gas-emissions-will-hit-yet-another-record-high-this-year-experts-project/
[2] https://www.cbc.ca/news/business/climate-change-food-price-increase-report-1.5383507?__vfz=medium%3Dsharebar
[2] https://www.rateitgreen.com/green-building-articles/introduction-to-building-electrification/119
[2] https://twitter.com/24hchilloutcats/status/1183325030370799617
[2] https://www.foxnews.com/politics/obamas-pay-11-75m-for-marthas-vineyard-home-report
[2] https://www.bbc.co.uk/news/science-environment-50661448
[2] https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/edu/?cid=nrcseprd1422817
[2] https://www.nytimes.com/2019/12/04/climate/florida-keys-climate-change.html

Top URLs in Tweet in G3:
[1] http://ow.ly/2rMD30pZiNN

Top URLs in Tweet in G4:
[40] https://climatism.blog/2019/12/05/team-greta-admits-climate-change-has-nothing-to-do-with-the-environment/
[3] https://allafrica.com/stories/201912040007.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aacbllp
[2] https://climatism.blog/2019/12/05/tea
[2] https://twitter.com/jwspry/status/1200316979262812160
[2] https://allafrica.com/stories/201912050598.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Aaans%3Aabqpss
[2] https://allafrica.com/view/group/main/main/id/00071119.html?utm_campaign=allafrica%3Aeditor&utm_medium=social&utm_source=twitter&utm_content=promote%3Agroup%3Aabqpss
[2] https://www.blacklocks.ca/cooler-summer-than-1950s/
[1] https://vidasinsuperables.com/el-cambio-climatico-aun-mas-devastador-para-las-personas-con-discapacidad/
[1] https://climatism.blog/2018/05/30/top-10-climate-change-alarmist-myths-unearthed-2-sea-level-rise/
[1] https://twitter.com/ccdeditor/status/1201915375572733958

Top URLs in Tweet in G5:
[6] https://www.nytimes.com/2019/12/04/climate/climate-change-acceleration.html
[5] https://podcasts.apple.com/us/podcast/mchh-141-cod-growth-in-face-climate-change-come-denechaud/id1358697135?i=1000458594547
[3] https://www.thenation.com/article/climate-change-us-military/
[3] http://earthovershootday.org
[2] https://insideclimatenews.org/news/04122019/atmospheric-rivers-climate-change-flood-mudslide-risk-rising-california-west?utm_source=twitter&utm_medium=social
[2] https://megaphone.upworthy.com/p/minnesota-governor-executive-order-climate-crisis?utm_source=Green+Matters&utm_campaign=7ad2da20d1-weekly11282018_COPY_01&utm_medium=email&utm_term=0_0cc8a36e46-7ad2da20d1-75403301
[2] https://publictheater.org/productions/joes-pub/2019/r/reverend-billy--the-church-of-stop-shopping-earth-riot/
[1] https://e360.yale.edu/features/in-greenlands-melting-ice-a-warning-on-hard-climate-choices
[1] https://cleantechnica.com/2019/03/07/the-us-is-responsible-for-26-of-global-warming-emissions-is-morally-responsible-to-help-solve-it/
[1] https://www.vox.com/2019/4/12/18306566/david-attenborough-our-planet-netflix-advocacy?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G6:
[75] https://onalytica.com/blog/posts/cop-25-key-topics-and-influencers-shaping-the-climate-change-debate/?utm_content=buffer8504d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://twitter.com/futurestewards/status/1202245678140923905
[2] http://out.faveeo.com/?url=https://www.theguardian.com/environment/2019/dec/04/paris-climate-deal-world-not-on-track-to-meet-goal-amid-continuous-emissions&vertical=future-of-climate&lang=en&family=en
[2] https://www.vubblepop.com/share?v=122915&h=Let's%20Talk%20Science&r=https://letstalkscience.ca/educational-resources/video-channels/stem-channel-all-videos&t=@letstalkscience
[2] https://www.vubblepop.com/share?v=123086&h=Let's%20Talk%20Science&r=https://letstalkscience.ca/educational-resources/video-channels/stem-channel-all-videos&t=@letstalkscience
[2] https://www.theguardian.com/australia-news/2019/dec/04/climate-change-now-the-most-significant-threat-to-australias-wet-tropics?platform=hootsuite
[2] https://app.educcateglobal.org/blogs/259695/scientists-are-searching-the-world-for-rare-varieties-of-seeds-that-could-help-agriculture-survive-climate-change
[2] https://countdown.ted.com/
[2] https://leadersquest.org/blog/our-new-partnership-with-ted-future-stewards-and-others-to-turn-the-tide-on-climate-change
[1] https://www.gaiafoundation.org/rights-of-nature-gain-ground-in-ugandas-legal-system/

Top URLs in Tweet in G7:
[2] https://www.foxnews.com/politics/obamas-pay-11-75m-for-marthas-vineyard-home-report
[2] https://climeworks.shop/?utm_source=rationalsquad&utm_medium=Twitter&utm_campaign=3
[2] https://rpujolviven.blogspot.com/2017/03/temperature-and-survival.html
[1] https://www.who.int/news-room/detail/28-11-2019-5-key-actions-for-cop25-to-bolster-global-health#.Xekvobdy6h8.twitter
[1] https://www.telegraph.co.uk/global-health/science-and-disease/norway-use-aid-budget-tackle-lifestyle-diseases-worldwide/?WT.mc_id=tmg_share_tw
[1] https://www.reuters.com/article/us-usa-epa-mercury-idUSKBN1Y82CD
[1] https://bddy.me/35AQtpx
[1] https://www.desmogblog.com/imperial-oil-archive-canada-exxon-climate-denial
[1] https://twitter.com/andylassner/status/1202393296024133633
[1] http://ow.ly/FMXS50xsDBM

Top URLs in Tweet in G8:
[1] http://myumi.ch/dOxpK
[1] https://www.afp.com/en/news/826/natural-gas-drives-record-co2-emissions-2019-doc-1ms1ko2
[1] https://seas.umich.edu/news/12_03_2019/migratory_birds_shrinking_climate_warms_new_analysis_four_decade_record_shows
[1] https://apnews.com/632c6fec241b471e8e35283ac8273b72
[1] http://epn.news/i3b

Top URLs in Tweet in G9:
[5] https://press.vatican.va/content/salastampa/en/bollettino/pubblico/2019/12/04/191204a.html
[1] https://bbc.in/2r8NXb8
[1] https://krishijagran.com/featured/pulses-production-sustainability-and-its-role-in-human-nutrition/
[1] https://twitter.com/pmagn/status/1193936677229613056
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c934c110-177d-11ea-a5c3-3d0b8751b6c8&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMi0wNC9wZy1lLWlzLXNhaWQtdG8tYmUtbmVhci0xMy01LWJpbGxpb24tZGVhbC13aXRoLXdpbGRmaXJlLXZpY3RpbXM=
[1] https://nyti.ms/2P6TqYf
[1] https://blog.ucsusa.org/kristy-dahl/military-extreme-heat?utm_source=twitter&utm_medium=social&utm_campaign=tw
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=7f631f00-163d-11ea-8ea4-d5194835b41b&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMi0wMy9nbG9iYWwtdGVtcGVyYXR1cmUtaGVhZGVkLXRvd2FyZC01LWRlZ3JlZS1pbmNyZWFzZS13bW8tc2F5cw==
[1] https://insideclimatenews.org/news/03122019/fossil-fuel-emissions-2019-natural-gas-bridge-oil-coal-climate-change
[1] https://www.cbc.ca/news/technology/district-energy-1.5378650?__vfz=medium%3Dsharebar

Top URLs in Tweet in G10:
[2] https://www.telegraph.co.uk/global-health/climate-and-people/countries-exposed-vulnerable-health-impacts-climate-change/
[2] https://twitter.com/EspanaGlobal/status/1202193034747764737
[1] http://bit.ly/2XTyqrM
[1] http://bit.ly/2YdhTPO
[1] https://www.wsj.com/articles/songbirds-are-shrinking-in-size-study-finds-11575468001
[1] https://bit.ly/37st2R1
[1] http://bit.ly/34UHW0I
[1] https://observer.ug/news/headlines/62852-floods-cut-off-west-nile
[1] https://europa.eu/!TP97vg
[1] http://Bit.ly/BBHroadmap

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[75] onalytica.com
[61] bit.ly
[55] co.uk
[45] climatism.blog
[35] nytimes.com
[32] youtube.com
[25] theguardian.com
[23] ow.ly
[21] change.org

Top Domains in Tweet in G1:
[23] twitter.com
[14] bit.ly
[13] ipcc.ch
[8] cgiar.org
[6] streamworld.de
[5] co.uk
[5] iucn-uk-peatlandprogramme.org
[4] buff.ly
[4] youtube.com
[4] environewsnigeria.com

Top Domains in Tweet in G2:
[67] twitter.com
[16] co.uk
[15] nytimes.com
[7] instagram.com
[6] cbc.ca
[6] blogspot.com
[6] ecointernet.org
[6] greentech-news.org
[5] youtube.com
[5] linkedin.com

Top Domains in Tweet in G3:
[1] ow.ly

Top Domains in Tweet in G4:
[44] climatism.blog
[8] twitter.com
[7] allafrica.com
[3] co.uk
[2] blacklocks.ca
[1] vidasinsuperables.com
[1] bbc.com
[1] sciencealert.com
[1] phys.org
[1] nytimes.com

Top Domains in Tweet in G5:
[6] nytimes.com
[5] apple.com
[4] twitter.com
[3] thenation.com
[3] earthovershootday.org
[2] vox.com
[2] theguardian.com
[2] insideclimatenews.org
[2] upworthy.com
[2] publictheater.org

Top Domains in Tweet in G6:
[75] onalytica.com
[5] vubblepop.com
[5] twitter.com
[4] faveeo.com
[3] educcateglobal.org
[2] gmu.edu
[2] theguardian.com
[2] ted.com
[2] leadersquest.org
[1] gaiafoundation.org

Top Domains in Tweet in G7:
[9] blogspot.com
[4] co.uk
[4] twitter.com
[3] foxnews.com
[3] youtube.com
[2] ow.ly
[2] climeworks.shop
[2] washingtonpost.com
[2] bbc.com
[2] carbonbrief.org

Top Domains in Tweet in G8:
[1] myumi.ch
[1] afp.com
[1] umich.edu
[1] apnews.com
[1] epn.news

Top Domains in Tweet in G9:
[5] vatican.va
[2] twitter.com
[2] bloomberg.com
[1] bbc.in
[1] krishijagran.com
[1] nyti.ms
[1] ucsusa.org
[1] insideclimatenews.org
[1] cbc.ca
[1] com.au

Top Domains in Tweet in G10:
[6] bit.ly
[5] twitter.com
[3] europa.eu
[2] co.uk
[1] wsj.com
[1] observer.ug
[1] vice.com
[1] tandfonline.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3838] climatechange
[850] cop25
[510] climatecrisis
[332] climatedebate
[279] climateaction
[179] climateemergency
[154] ipcc
[124] worldsoilday
[117] climate
[101] timeforaction



Top Hashtags in Tweet in G1:
[415] climatechange
[271] cop25
[144] ipcc
[100] climateaction
[75] srocc
[59] worldsoilday
[43] srccl
[38] soil
[35] cop25madrid
[32] timeforaction

Top Hashtags in Tweet in G2:
[393] climatechange
[28] climatecrisis
[26] cop25
[24] climateaction
[20] environment
[18] globalwarming
[18] climate
[14] climateemergency
[11] sustainability
[9] nature

Top Hashtags in Tweet in G3:
[312] climatechange
[311] climatecrisis
[311] climatedebate
[1] worldsoilday
[1] stopsoilerosion
[1] naturescot

Top Hashtags in Tweet in G4:
[68] climatechange
[41] climatism
[16] gretathunberg
[16] climatecrisis
[13] cop25
[12] climateaction
[10] climatestrike
[9] un
[7] ecocide
[6] antarctica

Top Hashtags in Tweet in G5:
[128] climatechange
[9] actonclimate
[7] soil
[7] worldsoilday
[7] carbon
[7] conservation
[6] starthere
[5] wetlands
[5] us
[4] keepitintheground

Top Hashtags in Tweet in G6:
[151] climatechange
[84] cop25
[11] jointhecountdown
[9] climate
[9] greennewdeal
[7] climateaction
[5] rightsofnature
[5] environment
[4] stateofclimate
[3] tedtalk

Top Hashtags in Tweet in G7:
[84] climatechange
[10] climatecrisis
[8] climateaction
[6] vwars
[5] climatechangeisreal
[4] happynewyear2020
[4] world
[4] un_women
[4] thailand
[4] travel

Top Hashtags in Tweet in G8:
[12] climatechange
[3] climateemergency
[2] climateaction
[2] climateactionnow
[1] umseas
[1] ornithology
[1] museumscience
[1] uofm
[1] carbon
[1] emissions

Top Hashtags in Tweet in G9:
[58] climatechange
[23] climateemergency
[18] climate
[17] cop25
[11] climateaction
[9] climatecrisis
[8] cop25madrid2019
[7] timeforaction
[6] water
[6] rain

Top Hashtags in Tweet in G10:
[107] climatechange
[15] cop25
[7] tte
[6] worldsoilday
[6] songbirds
[5] timeforaction
[4] climateaction
[4] climatecrisis
[4] educationcannotwait
[3] naturecrisis

Top Words
Top Words in Tweet in Entire Graph:
[3307] Words in Sentiment List#1: Positive
[2928] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[131344] Non-categorized Words
[137579] Total Words
[3834] #climatechange
[850] #cop25
[786] climate
[567] change
[546] more

Top Words in Tweet in G1:
[414] #climatechange
[271] #cop25
[197] report
[166] ipcc_ch
[165] special
[163] climate
[144] #ipcc
[140] today
[134] ocean
[108] cryosphere

Top Words in Tweet in G2:
[392] #climatechange
[75] climate
[55] more
[50] change
[28] #climatecrisis
[26] #cop25
[24] #climateaction
[23] world
[21] global
[20] #environment

Top Words in Tweet in G3:
[312] #climatechange
[311] #climatecrisis
[311] #climatedebate
[310] evankirstel
[10] erosion
[5] soil
[5] major
[5] threat
[5] earth's
[5] soils

Top Words in Tweet in G4:
[149] jwspry
[68] #climatechange
[68] climate
[61] change
[54] rise
[49] temperature
[47] bird
[47] expert
[47] earth
[47] max

Top Words in Tweet in G5:
[128] #climatechange
[128] numbers
[87] pauledawson
[70] down
[67] go
[64] insect
[64] crashing
[64] huge
[64] due
[64] pesticides

Top Words in Tweet in G6:
[151] #climatechange
[151] influencers
[84] #cop25
[78] key
[77] research
[76] hey
[76] we've
[76] conducted
[76] analysing
[76] topics

Top Words in Tweet in G7:
[84] #climatechange
[28] realdonaldtrump
[23] administration
[17] 11
[15] climate
[14] always
[14] barackobama
[14] 000
[14] change
[12] draws

Top Words in Tweet in G8:
[148] migratory
[148] birds
[143] north
[143] american
[140] over
[138] getting
[138] smaller
[138] past
[138] decades
[138] wings

Top Words in Tweet in G9:
[58] #climatechange
[37] ecowarriorss
[36] arikring
[35] charluv2011
[33] christinemilne
[32] profstrachan
[32] ristori20
[30] msfowlersays
[30] mzjacobson
[29] hazloe3

Top Words in Tweet in G10:
[107] #climatechange
[105] soil
[62] unep
[54] know
[52] agriculture
[51] stores
[49] important
[49] great
[49] potential
[49] slow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[375] #climatechange,#climatecrisis
[341] climate,change
[311] #climatecrisis,#climatedebate
[310] evankirstel,#climatechange
[157] special,report
[155] migratory,birds
[154] north,american
[154] over,past
[148] american,migratory
[146] birds,getting

Top Word Pairs in Tweet in G1:
[149] special,report
[105] ocean,cryosphere
[104] report,ocean
[92] officially,presents
[91] presents,special
[87] today,#ipcc
[87] #ipcc,officially
[85] ipcc_ch,today
[67] cryosphere,changing
[63] changing,climate

Top Word Pairs in Tweet in G2:
[45] climate,change
[15] #climatechange,#climatecrisis
[9] #climatechange,#cop25
[9] #globalwarming,#climatechange
[8] #climatechange,#climateaction
[8] #climatecrisis,#climatechange
[7] find,more
[6] getting,worse
[6] global,warming
[5] #climateaction,#climatechange

Top Word Pairs in Tweet in G3:
[311] #climatechange,#climatecrisis
[311] #climatecrisis,#climatedebate
[310] evankirstel,#climatechange
[5] soil,erosion
[5] erosion,major
[5] major,threat
[5] threat,earth's
[5] earth's,soils
[5] soils,erosion
[5] erosion,events

Top Word Pairs in Tweet in G4:
[52] climate,change
[47] bird,expert
[47] expert,earth
[47] earth,temperature
[47] temperature,rise
[47] rise,max
[47] max,1850
[47] 1850,make
[47] make,birds
[47] birds,shrink

Top Word Pairs in Tweet in G5:
[64] insect,numbers
[64] numbers,crashing
[64] crashing,huge
[64] huge,numbers
[64] numbers,due
[64] due,#climatechange
[64] #climatechange,pesticides
[64] pesticides,habitat
[64] habitat,loss
[64] loss,insects

Top Word Pairs in Tweet in G6:
[76] hey,we've
[76] we've,conducted
[76] conducted,research
[76] research,#cop25
[76] #cop25,analysing
[76] analysing,key
[76] key,topics
[76] topics,influencers
[76] influencers,shaping
[76] #climatechange,debate

Top Word Pairs in Tweet in G7:
[14] climate,change
[12] draws,ire
[12] ire,realdonaldtrump's
[12] realdonaldtrump's,administration
[12] administration,victims
[12] victims,always
[12] always,children
[12] children,trigger
[12] trigger,licking
[12] thoughts,#climatechange

Top Word Pairs in Tweet in G8:
[148] migratory,birds
[143] north,american
[143] american,migratory
[138] birds,getting
[138] getting,smaller
[138] smaller,over
[138] over,past
[138] past,decades
[138] decades,wings
[138] wings,gotten

Top Word Pairs in Tweet in G9:
[30] ecowarriorss,msfowlersays
[30] msfowlersays,christinemilne
[30] christinemilne,ristori20
[30] mzjacobson,charluv2011
[28] hazloe3,profstrachan
[28] profstrachan,ecowarriorss
[28] ristori20,mzjacobson
[28] charluv2011,bsuhic
[28] bsuhic,njdoc
[27] arikring,hazloe3

Top Word Pairs in Tweet in G10:
[49] soil,important
[49] important,know
[49] know,agriculture
[49] agriculture,great
[49] great,potential
[49] potential,slow
[49] slow,#climatechange
[49] #climatechange,soil
[49] soil,stores
[49] stores,atmospheric

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@pontifex
@cop25cl
@geraldkutney
@climeworks
@fao
@queen_uk
@realdonaldtrump
@txsharon
@_cfew

Top Replied-To in G1:
@cop25cl
@fao
@jdecerle
@flaviaschlegel
@wmo
@xrsuffolk_sun
@wbg_climate
@phelimkine

Top Replied-To in G4:
@gretathunberg
@jacksonzman
@fionnualaanjoo
@coolxenu
@jeremyclarkson
@chrisgpackham
@wimkoning

Top Replied-To in G6:
@gretathunberg
@geraldkutney
@christophernfox
@petergleick
@rahmstorf
@leahstokes
@valmasdel
@kateraworth
@climateofgavin
@algore

Top Replied-To in G7:
@climeworks
@queen_uk
@realdonaldtrump
@saracarterdc
@speakerpelosi
@ottawasuncom
@esperdod
@aoc
@independent

Top Replied-To in G9:
@pontifex
@txsharon
@ecowarriorss
@hazloe3
@arikring
@elonmusk

Top Mentioned
Top Mentioned in Entire Graph:
@evankirstel
@ipcc_ch
@umseas
@unfccc
@jwspry
@pauledawson
@iberdrola_en
@darrenplymouth
@cop25cl
@unep

Top Mentioned in G1:
@ipcc_ch
@unfccc
@wmo
@cop25cl
@un
@euclimateaction
@ipbes
@fao
@profstrachan
@unyouthenvoy

Top Mentioned in G2:
@drgem2015
@albertfiorino
@dukana2
@canehdianheart
@seth49862114
@vn_pod
@ukfires
@ikenweke_
@schestowitz

Top Mentioned in G3:
@evankirstel
@nature_scot

Top Mentioned in G4:
@jwspry
@gretathunberg
@chriscartw83
@patriciakombo
@msccargo
@environmentca
@allafrica
@justintrudeau
@insuperables_
@un

Top Mentioned in G5:
@pauledawson
@mikehudema
@ajenglish
@soilassociation
@earthaccounting
@tartificiel
@wildernesswatch
@bowinnma
@earthagora
@thenation

Top Mentioned in G6:
@michaelemann
@tylerprize
@futurestewards
@guardian
@drtedros
@letstalkscience
@johnfocook
@gaiafoundation
@tedcountdown
@tedchris

Top Mentioned in G7:
@realdonaldtrump
@barackobama
@sansmerci86
@aprilaire
@speakerpelosi
@repjayapal
@nato
@netflix
@gretathunberg
@michelleobama

Top Mentioned in G8:
@umseas
@umich
@beingfarhad
@enviroedgenews
@climateactionum
@trishkoman
@briweeks_mi
@afp
@caneurope
@ucatcop

Top Mentioned in G9:
@ecowarriorss
@arikring
@charluv2011
@christinemilne
@profstrachan
@ristori20
@msfowlersays
@mzjacobson
@hazloe3
@bsuhic

Top Mentioned in G10:
@unep
@who
@rstmh
@eucouncil
@society4conbio
@eu_env
@unsdsn
@euclimateaction
@unfccc
@unep_europe

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@alerttrade
@scarletmonahan
@cowboyscifibot
@lennaleprena
@rk70534
@miyachan_888
@greateranglia
@independent
@evankirstel

Top Tweeters in G1:
@oldlady12345
@lennaleprena
@baarahk
@wwf
@anselmonadir
@nhk_news
@samljpage
@nursevictoria11
@steph80335
@calamur

Top Tweeters in G2:
@scarletmonahan
@ecointernetdrgb
@schestowitz
@mtrushmore2016
@digitaljournal
@mj_oleary
@tommyfunebo
@the_plantsman_
@dukana2
@vitalanon

Top Tweeters in G3:
@evankirstel
@fiona_fionnagal
@r0sychim
@xp3ctopatronum
@nachodeferrol
@bearnialler
@andyrose12
@bianca_lathrop
@bdrlmnshsmddn
@mxnnyade

Top Tweeters in G4:
@firetrench
@ntvkenya
@allafrica
@russjensen5
@drfessel
@clerysboy
@seth66owens
@parlace
@jwspry
@gjallarhornet

Top Tweeters in G5:
@rk70534
@tinamorphis
@littlewisehen
@letsroc137
@watchdogsniffer
@politeperson123
@miyamaeyukari
@elantara
@ewestaway
@ajenglish

Top Tweeters in G6:
@james_minter
@guardian
@didifrench
@reporterphoenix
@shambles151
@leftocentre
@scmpnews
@saralimback
@avivatink
@ctvnews

Top Tweeters in G7:
@independent
@washumom
@cheezwitham
@chatbycc
@telegraph
@washingtonpost
@allen11cynthia
@omachatter1234
@newsweek
@cecki

Top Tweeters in G8:
@billm9
@chuddles11
@astraea_styx
@bettyjo62
@mvwinall
@britanniacomms
@justerinr
@cv_81
@rleas
@mami_knowsbest

Top Tweeters in G9:
@dancas2
@sddphoto
@lehimesa
@npsusa
@cberrl
@mlczone
@blanketcrap
@ken_crichlow
@jjj5819
@combatsespoir

Top Tweeters in G10:
@16maluz
@lawlor224
@adriansysnet
@parvez1
@deborahskyrim
@vice
@michael_oyakojo
@falcionellifede
@who
@observerug