#climatechange, Twitter, 3/22/2019 12:22:51 AM, 191209


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#climatechange_2019-03-21_12-30-47.xlsx
#climatechange_2019-03-21_12-30-47.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 22, 2019
Short Description:
#climatechange via NodeXL http://bit.ly/2TWFAMs
@pauledawson
@gretathunberg
@unfccc
@deborahskyrim
@petergleick
@imagine_garden
@allanmargolin
@arikring
@euclimateaction
@dwilliams1001

Top hashtags:
#climatechange
#climateaction
#climate
#environment
#climatestrike

Description:
Description
The graph represents a network of 17,885 Twitter users whose recent tweets contained "#climatechange", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 21 March 2019 at 20:38 UTC.

The tweets in the network were tweeted over the 1-day, 2-hour, 18-minute period from Wednesday, 20 March 2019 at 17:14 UTC to Thursday, 21 March 2019 at 19:32 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 : 17885
Unique Edges : 23062
Edges With Duplicates : 6671
Total Edges : 29733
Self-Loops : 4637
Reciprocated Vertex Pair Ratio : 0.0241058987459359
Reciprocated Edge Ratio : 0.0470769649417207
Connected Components : 2889
Single-Vertex Connected Components : 1483
Maximum Vertices in a Connected Component : 11494
Maximum Edges in a Connected Component : 22389
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.211669
Graph Density : 6.89342876063911E-05
Modularity : 0.705946
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[101] https://mashable.com/article/climate-change-2019-list/#vv_FiFe0oZqM
[75] https://leadingwithpassion.org/global-climate-change/
[59] https://www.weforum.org/agenda/2019/02/climate-change-an-imminent-security-threat-risk-experts-say
[36] https://www.weforum.org/agenda/2018/11/deadly-air-pollution-shortens-lives-by-nearly-2-years-researchers?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[35] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration
[32] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future
[31] https://annemariayritys.com/plant-a-tree/
[31] https://annemariayritys.com/nature/
[28] https://apolitical.co/lists/most-influential-climate-100/
[28] https://leadingwithpassion.org/global-climate-change-think-act-tank-2/

Top URLs in Tweet in G1:
[12] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration
[9] https://www.bbc.co.uk/news/science-environment-47638436
[8] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration?CMP=share_btn_tw
[7] https://www.theguardian.com/environment/2019/mar/21/climate-change-could-make-insurance-too-expensive-for-ordinary-people-report?CMP=share_btn_tw
[6] https://drkinesa.blogspot.com/2019/03/recession-alert-bank-credit-portfolios.html?spref=tw
[6] https://www.bbc.co.uk/news/science-environment-47638588
[6] https://www.nytimes.com/2019/03/21/climate/missouri-river-flooding-dams-climate.html
[6] https://www.theguardian.com/environment/2019/mar/21/climate-change-could-make-insurance-too-expensive-for-ordinary-people-report
[6] https://www.rateitgreen.com/green-building-articles/carbon-accounting-benefits-and-steps-for-sme-s/93
[5] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration?CMP=Share_iOSApp_Other

Top URLs in Tweet in G2:
[18] https://www.ippr.org/research/publications/age-of-environmental-breakdown
[13] https://grist.org/article/cyclone-idai-lays-bare-the-fundamental-injustice-of-climate-change/?platform=hootsuite
[10] https://truthout.org/articles/climate-collapse-is-on-the-horizon-we-must-act-anyway/?platform=hootsuite
[6] https://www.alamy.com/news/newsresults.aspx#BHM=foo%3Dbar%26qt%3D%26pn%3D1%26ps%3D120%26aoa%3D1%26news%3D%26sports%3D%26entmt%3D%26Videos%3D%26bb%3D1%26md%3DOL7883513%26dt%3D%26gid%3D%7BC4976676-FFAC-40E9-A099-79DBF66FC956%7D%26destxml%3D%26imglst%3D%26orderby%3DDT%26newsseq%3D%26userid%3D%257BAADA10F1%252D6ACA%252D4033%252D8C89%252D38188C48BEA9%257D%26rand%3D1553184421947
[5] https://www.youtube.com/watch?v=L2YlZHHqHLk&feature=youtu.be

[5] https://grist.org/article/cyclone-idai-lays-bare-the-fundamental-injustice-of-climate-change/
[5] https://www.theguardian.com/commentisfree/2019/mar/18/ending-climate-change-end-capitalism?platform=hootsuite
[5] https://mashable.com/article/climate-change-2019-list/#vv_FiFe0oZqM
[4] https://www.theguardian.com/environment/2019/mar/21/climate-change-could-make-insurance-too-expensive-for-ordinary-people-report
[4] https://twitter.com/GeoffreySupran/status/1108024531384455168

Top URLs in Tweet in G3:
[9] https://www.environewsnigeria.com/investment-opportunities-unfold-as-africa-climate-week-gets-underway/
[5] https://apolitical.co/lists/most-influential-climate-100/
[5] https://icapcarbonaction.com/en/icap-status-report-2019
[4] http://www.africa.undp.org/content/rba/en/home/blog/2019/how-africa-can-improve-mobilization-of-climate-finance-for-susta.html
[4] http://www.worldbank.org/en/news/feature/2019/03/20/mount-kenya-a-view-of-climate-impacts-and-opportunities?CID=CCG_TT_climatechange_EN_EXT
[3] https://physicsworld.com/a/is-reforestation-our-most-poorly-understood-weapon/?hootPostID=1d5d33fe983fba8d08c475ac45d42fde
[3] https://www.weforum.org/agenda/2018/11/deadly-air-pollution-shortens-lives-by-nearly-2-years-researchers?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[3] https://kcca.go.ug/tree-directory
[2] https://twitter.com/apoliticalco/status/1108360039339823105
[2] https://twitter.com/ovaissarmad/status/1108288151599173634

Top URLs in Tweet in G4:
[85] https://mashable.com/article/climate-change-2019-list/#vv_FiFe0oZqM
[14] https://www.ecowatch.com/air-force-base-flooding-2632124563.html?utm_campaign=RebelMouse&share_id=4475498&utm_medium=social&utm_source=twitter&utm_content=EcoWatch
[14] https://leadingwithpassion.org/global-climate-change/
[10] https://twitter.com/Empower__org/status/1104122641898598400?s=19
[10] https://twitter.com/Empower__org/status/1101233357000601600
[7] https://www.ecowatch.com/air-force-base-flooding-2632124563.html
[7] https://www.technologyreview.com/the-download/613155/satellites-and-drones-are-showing-the-devastating-extent-of-cyclone-idais-damage/?utm_campaign=site_visitor.unpaid.engagement&utm_source=twitter&utm_medium=add_this&utm_content=2019-03-21
[7] https://trib.al/CPvlf49
[7] https://twitter.com/Empower__org/status/1098807566115590144?s=19
[5] https://www.theguardian.com/environment/2019/mar/21/climate-change-could-make-insurance-too-expensive-for-ordinary-people-report

Top URLs in Tweet in G5:
[14] https://apolitical.co/lists/most-influential-climate-100/
[6] https://www.theguardian.com/commentisfree/2019/mar/20/donald-trump-stalinist-techniques-climate-science?CMP=share_btn_tw
[5] https://www.youtube.com/watch?v=TLV4_xaYynY

[5] 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/
[3] https://twitter.com/jwspry/status/1106487404129480704?s=21
[3] https://climatism.blog/2018/11/09/jordan-peterson-on-global-warming-the-clip-that-should-be-mandatory-viewing-in-all-schools/
[3] https://www.cbsnews.com/news/midwest-flooding-perfect-storm-of-extreme-weather-climate-change-drove-deadly-flooding-in-nebraska-and-iowa/
[3] https://www.huffingtonpost.ca/entry/nature-destruction-climate-change-world-biodiversity_n_5c49e78ce4b06ba6d3bb2d44?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[3] https://www.timescolonist.com/opinion/editorials/editorial-on-strike-for-the-future-1.23667883
[3] https://www.theinertia.com/environment/recycling-wont-fix-the-problem-of-ocean-plastics/?fbclid=IwAR24gaNZIWFTv1DtAfQX-yOzBbJr5hlvWvywytUpwc069iVL-R2fZ-7ANt4

Top URLs in Tweet in G6:
[8] https://www.scientificamerican.com/article/record-floods-could-test-the-limits-of-midwest-defenses/?utm_medium=social&utm_content=organic&utm_source=facebook&utm_campaign=SciAm_&sf209602820=1
[4] https://www.forbes.com/sites/cognitiveworld/2019/03/20/the-role-of-smart-grids-and-ai-in-the-race-to-zero-emissions/#78de7da11c8e
[2] https://twitter.com/giu33liana/status/1108806567523172352
[2] https://twitter.com/21_Potters/status/1108808589093801984
[2] https://twitter.com/AuroraBlogspot/status/1108802387068760064
[2] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration
[2] https://www.theguardian.com/environment/2018/dec/21/lifestyle-change-eat-less-meat-climate-change
[2] https://www.nbcnews.com/politics/2020-election/midwest-voters-trump-country-face-historic-floods-call-climate-action-n985051
[2] https://www.innovativewealth.com/inflation-monitor/what-products-made-from-petroleum-outside-of-gasoline/
[2] https://twitter.com/DemWrite/status/1108373282321920000

Top URLs in Tweet in G7:
[53] https://www.weforum.org/agenda/2019/02/climate-change-an-imminent-security-threat-risk-experts-say
[30] https://www.weforum.org/agenda/2018/11/deadly-air-pollution-shortens-lives-by-nearly-2-years-researchers?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[17] https://www.weforum.org/agenda/2019/01/how-climate-change-caused-the-world-s-first-ever-empire-to-collapse
[10] https://www.weforum.org/agenda/2019/03/our-poisonous-air-is-harming-our-children-s-brains/
[5] http://rabble.ca/columnists/2019/03/challenging-media-do-better-covering-climate-breakdown
[4] https://www.youtube.com/watch?v=_lsOwtKNsAA&feature=youtu.be

[3] https://twitter.com/thehill/status/1106303758483509248
[3] https://celdf.org/2019/03/media-release-2nd-right-to-a-healthy-climate-law-adopted-in-new-hampshire/
[3] https://celdf.org/2019/03/media-release-lake-erie-and-local-residents-file-court-motions-to-defend-rights-of-lake/#CommunityRights
[3] https://twitter.com/rabbleca/status/1108736523397062658

Top URLs in Tweet in G8:
[28] https://www.weforum.org/agenda/2019/02/5-reasons-to-protect-mangrove-forests-for-the-future
[22] https://www.weforum.org/agenda/2019/03/methane-levels-are-increasing-and-scientists-aren-t-sure-why
[18] https://twitter.com/petebuttigieg/status/1108761278900776961
[6] https://ecointernet.org/rss-newsfeeds/
[4] https://www.washingtonpost.com/climate-environment/2019/03/20/federal-judge-casts-doubt-trumps-drilling-plans-across-us-because-they-ignore-climate-change/
[4] https://search.ecointernet.org/
[4] https://www.theguardian.com/environment/2019/mar/20/judge-halts-drilling-climate-change-trump-administration
[4] https://ecointernet.org/
[3] https://www.reddit.com/r/ecointernet
[2] https://www.theguardian.com/environment/2019/mar/20/tim-flannery-people-are-shocked-about-climate-change-but-they-should-be-angry

Top URLs in Tweet in G9:
[2] https://inhabitat.com/nyc-considers-manhattan-land-expansion-to-fight-climate-change/?variation=d
[2] https://www.irishexaminer.com/breakingnews/views/analysis/battling-climate-change-also-means-fighting-organised-crime-911786.html
[2] https://www.pbs.org/newshour/amp/show/gov-jay-inslee-on-climate-change-tax-policy-and-reparations
[2] https://www.reuters.com/article/us-usa-drilling-lawsuit/us-judge-blocks-drilling-over-climate-change-casting-doubt-on-trump-agenda-idUSKCN1R11YL
[1] https://twitter.com/bcmerchant/status/1108405927080652800
[1] http://nymag.com/intelligencer/2019/03/bill-de-blasio-my-new-plan-to-climate-proof-lower-manhattan.html
[1] https://twitter.com/CNNnewsroom/status/1108368987555946496
[1] http://abcnews.go.com/Politics/epa-chief-water-issues-bigger-crisis-climate-change/story?id=61807512
[1] https://twitter.com/DanRather/status/1077699885841842176
[1] https://www.bbc.com/news/av/world-africa-47647993/cyclone-idai-flying-over-flooded-mozambique

Top URLs in Tweet in G10:
[8] https://www.motherjones.com/politics/2019/03/global-climate-change-youth-protests-photos/
[8] https://twitter.com/senmarkey/status/1108385125027495936
[5] https://www.amazon.com/dp/B07MVWHP9Q?ref_=pe_2196150_146773810
[3] https://www.yahoo.com/news/historic-deadly-midwest-floods-worst-184749173.html?.tsrc=fauxdal
[3] https://www.youtube.com/watch?v=Q46W1GVYrMk&feature=youtu.be

[2] https://www.amap.no/documents/doc/impacts-of-a-warming-arctic-2004/786
[2] https://www.yahoo.com/news/its-over-miami-beach-tries-to-outrace-climate-change-and-the-rising-seas-160000886.html?.tsrc=fauxdal
[2] https://thinkprogress.org/devastating-arctic-warming-locked-in-warns-un-48e55348514b/
[2] https://www.theguardian.com/environment/2019/mar/18/us-and-saudi-arabia-blocking-regulation-of-geoengineering-sources-say?CMP=share_btn_tw
[1] https://www.amazon.com/s/ref=w_bl_sl_s_ap_web_7141123011?ie=UTF8&node=7141123011&field-brandtextbin=RainFish+Graphics

Top Domains
Top Domains in Tweet in Entire Graph:
[1134] twitter.com
[388] theguardian.com
[217] youtube.com
[198] weforum.org
[173] annemariayritys.com
[168] co.uk
[110] mashable.com
[103] leadingwithpassion.org
[97] blogspot.com
[82] washingtonpost.com

Top Domains in Tweet in G1:
[342] twitter.com
[101] theguardian.com
[51] co.uk
[45] youtube.com
[41] blogspot.com
[26] instagram.com
[24] washingtonpost.com
[23] lnkd.in
[21] facebook.com
[20] nytimes.com

Top Domains in Tweet in G2:
[62] twitter.com
[41] theguardian.com
[37] youtube.com
[21] grist.org
[18] ippr.org
[13] wordpress.com
[10] truthout.org
[9] co.uk
[7] com.au
[6] theconversation.com

Top Domains in Tweet in G3:
[31] twitter.com
[11] environewsnigeria.com
[10] youtube.com
[9] worldbank.org
[8] theguardian.com
[7] apolitical.co
[5] icapcarbonaction.com
[4] unfccc.int
[4] europa.eu
[4] undp.org

Top Domains in Tweet in G4:
[85] mashable.com
[84] twitter.com
[51] theguardian.com
[29] blogspot.com
[24] ecowatch.com
[19] youtube.com
[19] leadingwithpassion.org
[19] annemariayritys.com
[14] nytimes.com
[9] washingtonpost.com

Top Domains in Tweet in G5:
[28] twitter.com
[20] youtube.com
[20] gpwx.news
[15] climatism.blog
[14] apolitical.co
[11] theguardian.com
[5] nationalobserver.com
[4] timescolonist.com
[3] cbsnews.com
[3] huffingtonpost.ca

Top Domains in Tweet in G6:
[62] twitter.com
[10] youtube.com
[9] theguardian.com
[8] scientificamerican.com
[8] forbes.com
[4] nytimes.com
[4] nasa.gov
[4] huffpost.com
[3] time.com
[3] smartdissent.com

Top Domains in Tweet in G7:
[116] weforum.org
[15] twitter.com
[8] celdf.org
[6] youtube.com
[5] rabble.ca
[2] visualatelier8.com
[2] bbc.com
[2] powerthefuture.com
[2] theguardian.com
[2] envisionsolar.com

Top Domains in Tweet in G8:
[61] ecointernet.org
[51] weforum.org
[22] twitter.com
[11] theguardian.com
[5] washingtonpost.com
[4] time.com
[3] co.uk
[3] reddit.com
[2] co.nz
[2] thegef.org

Top Domains in Tweet in G9:
[7] twitter.com
[3] reuters.com
[2] inhabitat.com
[2] irishexaminer.com
[2] theguardian.com
[2] medium.com
[2] org.au
[2] pbs.org
[1] nymag.com
[1] go.com

Top Domains in Tweet in G10:
[8] motherjones.com
[8] twitter.com
[6] amazon.com
[5] yahoo.com
[4] youtube.com
[2] amap.no
[2] art19.com
[2] thinkprogress.org
[2] theguardian.com
[1] theatlantic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12885] climatechange
[892] climateaction
[514] climate
[444] environment
[417] climatestrike
[412] globalwarming
[354] forests
[298] greennewdeal
[270] intlforestday
[256] internationaldayofforests



Top Hashtags in Tweet in G1:
[1795] climatechange
[125] globalwarming
[85] environment
[83] climateaction
[57] energy
[53] climatestrike
[52] sustainability
[39] earth
[39] climate
[36] oceans

Top Hashtags in Tweet in G2:
[954] climatechange
[98] auspol
[89] nswpol
[82] climatestrike
[69] qldpol
[64] climateaction
[62] climateemergency
[62] climate
[48] actonclimate
[45] extinctionrebellion

Top Hashtags in Tweet in G3:
[739] climatechange
[156] climateaction
[155] africaclimateweek
[141] climate
[128] intforestday
[113] intlforestday
[113] forests
[72] trees
[65] internationalforestday
[56] parisagreement

Top Hashtags in Tweet in G4:
[942] climatechange
[69] climateaction
[62] weather
[60] power
[59] god
[52] bomb
[50] jesus
[49] globalwarming
[46] climate
[40] climatestrike

Top Hashtags in Tweet in G5:
[464] climatechange
[98] cdnpoli
[58] greennewdeal
[29] globalwarming
[25] climatecrisis
[22] climate
[20] sciencematters
[20] gpwx
[19] climatestrike
[18] climateaction

Top Hashtags in Tweet in G6:
[529] climatechange
[43] climateaction
[32] climatestrike
[25] greennewdeal
[25] plasticfree
[23] climate
[22] plasticpollution
[19] environment
[18] climatechangeisreal
[17] pollution

Top Hashtags in Tweet in G7:
[305] climatechange
[56] environment
[31] airpollution
[22] cycloneidai
[21] climatestrike
[21] mozambique
[21] mozambiquefloods2019
[17] history
[11] greennewdeal
[11] cdnpoli

Top Hashtags in Tweet in G8:
[297] climatechange
[77] environment
[60] theresistance
[28] florida
[23] globalwarming
[16] forests
[10] actions
[5] trump
[4] water
[3] youthstrike4climate

Top Hashtags in Tweet in G9:
[302] climatechange
[43] water
[7] greennewdeal
[7] alexandriaocasiocortez
[6] climate
[6] environment
[5] extremeweather
[5] climateaction
[4] climatestrike
[4] climatecrisis

Top Hashtags in Tweet in G10:
[253] climatechange
[8] utpol
[7] climateactionnow
[7] tshirts
[4] votebluetosaveamerica
[4] savetheplanet
[3] floods
[3] climatechangeisreal
[3] propaganda
[3] ignorance

Top Words
Top Words in Tweet in Entire Graph:
[12189] Words in Sentiment List#1: Positive
[12027] Words in Sentiment List#2: Negative
[213] Words in Sentiment List#3: Angry/Violent
[409636] Non-categorized Words
[433853] Total Words
[12896] climatechange
[3276] climate
[1891] change
[1791] s
[1663] more

Top Words in Tweet in G1:
[1795] climatechange
[349] climate
[253] change
[145] more
[127] s
[125] globalwarming
[113] people
[109] environment
[107] energy
[90] now

Top Words in Tweet in G2:
[955] climatechange
[417] pauledawson
[336] climate
[272] years
[206] s
[155] t
[152] up
[147] jackthelad1947
[145] efforts
[144] now

Top Words in Tweet in G3:
[742] climatechange
[341] forests
[272] climate
[172] unfccc
[159] happy
[159] climateaction
[158] africaclimateweek
[141] air
[138] biodiversity
[138] trees

Top Words in Tweet in G4:
[951] climatechange
[234] climate
[159] gretathunberg
[155] greenpeace
[136] change
[130] god
[107] 3
[102] more
[101] people
[92] weather

Top Words in Tweet in G5:
[465] climatechange
[294] climate
[207] change
[126] geraldkutney
[109] cost
[98] cdnpoli
[86] jwspry
[76] canadiangreens
[64] planet
[61] trudeau

Top Words in Tweet in G6:
[529] climatechange
[83] climate
[68] s
[67] aoc
[60] realdonaldtrump
[58] health
[55] more
[52] change
[43] climateaction
[41] problem

Top Words in Tweet in G7:
[305] climatechange
[126] climate
[118] wef
[100] change
[81] s
[73] super
[69] mikehudema
[68] environment
[63] experts
[57] risk

Top Words in Tweet in G8:
[301] trump
[297] climatechange
[285] judge
[179] federal
[176] drilling
[151] s
[148] climate
[100] wyoming
[83] more
[80] environment

Top Words in Tweet in G9:
[302] climatechange
[265] petergleick
[223] impacts
[221] now
[220] billions
[219] cost
[219] hundreds
[219] trillions
[219] dollars
[219] seeing

Top Words in Tweet in G10:
[251] climatechange
[209] 9
[208] security
[208] side
[207] those
[207] doubt
[207] national
[207] issue
[207] left
[207] hand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1660] climate,change
[442] climatechange,climateaction
[370] impacts,climatechange
[276] climatechange,cost
[276] trillions,dollars
[275] cost,hundreds
[275] hundreds,billions
[275] billions,trillions
[275] dollars,seeing
[275] seeing,now

Top Word Pairs in Tweet in G1:
[217] climate,change
[55] climatechange,globalwarming
[39] climatechange,climateaction
[34] globalwarming,climatechange
[31] climatechange,oceans
[30] dr,peter
[30] peter,g
[30] g,kinesa's
[30] kinesa's,digest
[30] oceans,acidification

Top Word Pairs in Tweet in G2:
[114] climate,change
[111] unexpected,sustained
[111] sustained,current
[111] current,rise
[111] rise,methane
[111] methane,greatly
[111] greatly,overwhelm
[111] overwhelm,progress
[111] progress,reduction
[111] reduction,efforts

Top Word Pairs in Tweet in G3:
[129] protect,biodiversity
[128] happy,intforestday
[128] intforestday,forests
[128] forests,regulate
[128] regulate,climate
[128] climate,improve
[128] improve,air
[128] air,breathe
[128] breathe,protect
[127] euclimateaction,happy

Top Word Pairs in Tweet in G4:
[109] climate,change
[86] 2019,climatechange
[85] equally,worrying
[85] worrying,3
[85] 3,months
[85] months,2019
[84] greenpeace,equally
[60] power,god
[55] climatechange,climateaction
[51] bomb,climatechange

Top Word Pairs in Tweet in G5:
[201] climate,change
[54] change,climatechange
[54] climatechange,greennewdeal
[52] greennewdeal,cdnpoli
[50] reality,climate
[50] cost,inaction
[50] inaction,climate
[50] change,gt
[50] gt,cost
[50] cost,fighting

Top Word Pairs in Tweet in G6:
[38] climatechange,health
[38] health,problem
[37] problem,climatechange
[34] climate,change
[22] fossil,fuel
[20] isn,t
[19] u,s
[17] climate,climatechange
[17] intlforestday,isn
[17] t,much

Top Word Pairs in Tweet in G7:
[96] climate,change
[68] wef,climate
[53] change,'imminent'
[53] 'imminent',security
[53] security,threat
[53] threat,risk
[53] risk,experts
[53] experts,environment
[53] environment,climatechange
[47] norway,banning

Top Word Pairs in Tweet in G8:
[140] trump,s
[78] judge,casts
[78] casts,doubt
[78] doubt,trump
[73] peer,reviewed
[64] climatechange,judge
[64] s,drilling
[64] climate,change
[63] s,rush
[63] rush,destroy

Top Word Pairs in Tweet in G9:
[219] impacts,climatechange
[219] climatechange,cost
[219] cost,hundreds
[219] hundreds,billions
[219] billions,trillions
[219] trillions,dollars
[219] dollars,seeing
[219] seeing,now
[218] petergleick,impacts
[43] water,problems

Top Word Pairs in Tweet in G10:
[207] those,doubt
[207] doubt,climatechange
[207] climatechange,national
[207] national,security
[207] security,issue
[207] issue,left
[207] left,hand
[207] hand,side
[207] side,pres
[207] pres,bush

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gretathunberg
@aoc
@adamskipeter
@atomskssanakan
@fordnation
@abm_paints
@jayinslee
@epaawheeler
@senkamalaharris

Top Replied-To in G1:
@implementasur

Top Replied-To in G2:
@jayinslee
@cesispa
@tanya_plibersek
@realdonaldtrump
@ethoslifestyle
@jukkapseppl
@dudedarkmoney
@profstrachan
@jj_angelus
@jackthelad1947

Top Replied-To in G3:
@adesuwagreen
@dialynnsmiles
@septab
@tripleoklawllp
@china
@dubrayfranck
@hamzycode
@lifeprogramme
@unfccc
@urbangreenup

Top Replied-To in G4:
@gretathunberg
@abm_paints
@bornlooser
@guardian
@theresa_may
@naomiaklein
@un_women
@greenpeace
@foratom_nuclear
@blunt_minority

Top Replied-To in G5:
@adamskipeter
@atomskssanakan
@fordnation
@sflecce
@oakden_wolf
@thedisproof
@rodphillips01
@friendsoscience
@jkenney
@skywriter35

Top Replied-To in G6:
@realdonaldtrump
@aoc
@ryanmaue
@politico
@zerohedge
@senjoniernst
@priceofoil
@petebuttigieg
@cnn
@sunrisemvmt

Top Replied-To in G7:
@pnpcbc
@spacedotcom
@cbcvancouver
@thejagmeetsingh
@leecamp
@barillacfn
@mikehudema
@justintrudeau

Top Replied-To in G8:
@sengarypeters

Top Replied-To in G9:
@danrather
@pattheberner

Top Mentioned
Top Mentioned in Entire Graph:
@pauledawson
@petergleick
@unfccc
@ronaldklain
@gretathunberg
@greenpeace
@daveharasti
@euclimateaction
@jackthelad1947
@geraldkutney

Top Mentioned in G1:
@occupyonelove
@jarroyo765
@matthewhayden
@nisusveterinary
@_oscience
@ambiente_pt
@mikeshaugh
@jedell2006

Top Mentioned in G2:
@pauledawson
@jackthelad1947
@arikring
@exxonmobil
@amazingchevvolt
@allanmargolin
@greenpeaceeu
@thenergynet
@jj_angelus
@profraywills

Top Mentioned in G3:
@unfccc
@euclimateaction
@un
@undpclimate
@grazianodasilva
@worldbank
@richardmunang
@apoliticalco
@unwebtv
@adebotes

Top Mentioned in G4:
@greenpeace
@gretathunberg
@ecosensenow
@google
@johnstossel
@guardian
@psrenvironment
@cntrclimsec
@europarl_en
@copernicusems

Top Mentioned in G5:
@geraldkutney
@jwspry
@canadiangreens
@sylviad32911201
@thongch34759935
@stevewardpoli
@jaggermickoz
@cathmckenna
@craigthomler
@stevesgoddard

Top Mentioned in G6:
@aoc
@realdonaldtrump
@who
@greenpeaceusa
@cnn
@gop
@joebiden
@algore
@kamalaharris
@potus

Top Mentioned in G7:
@wef
@mikehudema
@chilledasad100
@diptimoz
@justintrudeau
@connect4climate
@xanapublishing
@danielturnerptf
@gretathunberg

Top Mentioned in G8:
@cmdr_paylor
@ladysif2017
@angelux1111
@activist360
@sumoh7
@1ironman2020
@2hawkeye2020
@ecointernetdrgb
@traciemac_bmore
@scarletavengers

Top Mentioned in G9:
@petergleick
@climatecouncil
@tulsigabbard
@reportonclimate
@pauledawson
@amazonwatch
@iamzmkf
@iris4action
@votebetty
@monica_wilcox

Top Mentioned in G10:
@ronaldklain
@silverbract
@repchrisstewart
@senmikelee
@senatorromney
@a35362
@__ohdear__
@fitzgab
@corporate
@revelator_news

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@scarletmonahan
@cowboyscifibot
@alllibertynews
@jurylady5
@robre62
@nosqldigest
@lopezgovlaw
@geoffrey_payne
@w_angels_wings

Top Tweeters in G1:
@scarletmonahan
@heyjdey
@stiffmidlefinga
@petchary
@myknittingwool
@amadorn
@ecowarrior1980
@hillaryguess
@agsb_bilbao
@rlbaldwinartist

Top Tweeters in G2:
@jurylady5
@evankirstel
@sddphoto
@ruisaldanha
@ggg_says
@normanbuffong
@yarosisnancy
@billnigh
@kenkircher1
@monalisazelf

Top Tweeters in G3:
@nilimajumder
@asamoh_
@citizentvkenya
@ntvkenya
@lucmatte9
@olumideidowu
@segalink
@deesbarbara
@alykhansatchu
@visualpersist

Top Tweeters in G4:
@robre62
@nosqldigest
@kotaknaren
@thehill
@guardian
@irishtimes
@scribbledpages1
@anselmonadir
@leadingwpassion
@marshacollier

Top Tweeters in G5:
@chuddles11
@pmgeezer
@russelltim151
@globeandmail
@rmack2x
@libertyisalady
@barbaraward235
@softgrasswalker
@nationalpost
@sampson_elaine

Top Tweeters in G6:
@pops131
@gallimaufrey777
@kaijuking23
@stupidosaur
@dailymirror
@foxnews
@zerohedge
@jgionova
@khou
@visionaryck

Top Tweeters in G7:
@hollowmanseries
@dab10ten
@gvalan
@h0t_p0ppy
@airnewsalerts
@cbcnews
@censoredcrabz
@bloo
@airwolf28
@fahyhallowell

Top Tweeters in G8:
@bannerite
@horsecrazybean
@ecointernetdrgb
@jamestoupin
@vnatale
@sylviaz1913
@anoldlefty
@burnettcynthia
@summer7570
@deemoney521

Top Tweeters in G9:
@twitlertwit
@mariorobertop
@glynmoody
@billieo2
@bluedillygal
@carlfletcher15
@yahoofinance
@jaraparilla
@jiangyin
@girlfuturist

Top Tweeters in G10:
@missb62
@paxnostrum
@rowast
@lechatnoire4
@justwhatnowwhy
@sws_edu
@marthalynneowe1
@solusnan1
@trumpwatchnews
@freespeak3


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