actonclimate, Twitter, 4/29/2020 4:43:23 AM, 225780


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actonclimate_2020-04-28_19-56-00.xlsx
actonclimate_2020-04-28_19-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 29, 2020
Short Description:
actonclimate via NodeXL https://bit.ly/2zILZm5
@mikehudema
@pauledawson
@arikring
@eco1start
@ourfuturebot
@ryanintheus
@climatereality
@guysouthaustin
@erlijng
@defendourfuture

Top hashtags:
#actonclimate
#solar
#climatechange
#renewableenergy
#climatecrisis

Description:
Description
The graph represents a network of 3,525 Twitter users whose tweets in the requested range contained "actonclimate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 April 2020 at 02:57 UTC.

The requested start date was Wednesday, 29 April 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 2-day, 22-hour, 25-minute period from Saturday, 25 April 2020 at 18:20 UTC to Tuesday, 28 April 2020 at 16:45 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 : 3525
Unique Edges : 836
Edges With Duplicates : 9659
Total Edges : 10495
Number of Edge Types : 5
Retweet : 4471
MentionsInRetweet : 4887
Tweet : 527
Replies to : 41
Mentions : 569
Self-Loops : 550
Reciprocated Vertex Pair Ratio : 0.00969907983088784
Reciprocated Edge Ratio : 0.0192118226600985
Connected Components : 126
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 3132
Maximum Edges in a Connected Component : 9862
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.166916
Graph Density : 0.00032683684723195
Modularity : 0.328591
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 3,525 Twitter users whose tweets in the requested range contained "actonclimate", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 29 April 2020 at 02:57 UTC.

The requested start date was Wednesday, 29 April 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 2-day, 22-hour, 25-minute period from Saturday, 25 April 2020 at 18:20 UTC to Tuesday, 28 April 2020 at 16:45 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 : actonclimate
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:
[169] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[123] https://climate-talk.com
[100] https://time.com/5824295/climate-change-future-possibilities/
[45] https://climate-consulting.com
[41] https://www.mission1point5.org/
[31] https://365sustainabledecisionschallenge.blogspot.com/
[9] https://reneweconomy.com.au/uk-solar-smashes-generation-records-during-covid-19-pollution-slump-85451/
[8] https://twitter.com/nowthisnews/status/1250867305321357312
[7] https://www.theguardian.com/environment/2020/apr/27/meteorologists-say-2020-on-course-to-be-hottest-year-since-records-began
[6] https://www.ecowatch.com/sweden-last-coal-plant-closes-2645853366.html

Top URLs in Tweet in G1:
[137] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[3] https://greennewdealcanada.ca/?org=greenpeace&utm_campaign=oil&campaign_project=climatemob&utm_medium=post&utm_term=sign&utm_content=link&content_specific=gnd.mikehudema&ea_tracking_id=en_oil_climatemob_t.co_post_20190506_sign_link_gnd.mikehudema
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=ce154980-83f1-11ea-8516-8d175912c7fc&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wNC0xOS9vaWwtZHJvcHMtdG8tMTgteWVhci1sb3ctb24tZ2xvYmFsLWRlbWFuZC1jcnVuY2gtc3RvcmFnZS13b2VzP3V0bV9tZWRpdW09c29jaWFsJnV0bV9jb250ZW50PWJ1c2luZXNzJnV0bV9jYW1wYWlnbj1zb2NpYWxmbG93LW9yZ2FuaWMmdXRtX3NvdXJjZT10d2l0dGVyJmNtcGlkPXNvY2lhbGZsb3ctdHdpdHRlci1idXNpbmVzcyZfX3R3aXR0ZXJfaW1wcmVzc2lvbj10cnVlJmZiY2xpZD1Jd0FSMS1KZnp0b2xHdUZqT2J3cU9NTjk0cEJ6VEpFREV3LTVDZnVGQlpBcDh5aFFqLWxNTUhMTkYxZndv
[1] https://www.newsweek.com/record-hit-ice-melt-antarctica-day-climate-emergency-1479326?utm_medium=Social&utm_source=Twitter
[1] https://medium.com/@foe_us/we-need-our-tropical-forests-more-than-ever-91fc2a0a25d6
[1] https://www.weforum.org/agenda/2018/04/head-of-un-environment-solheim-the-markets-have-moved-on-renewables-policy-makers-must-keep-up
[1] https://www.newsweek.com/heatwave-antarctica-recorded-first-time-1495206
[1] https://www.nzstory.govt.nz/stories/526-billion-reasons-for-change/
[1] https://trib.al/f5oIUp8
[1] https://www.bbc.co.uk/news/science-environment-51123638?ocid=socialflow_facebook&ns_mchannel=social&ns_campaign=bbcnews&ns_source=facebook

Top URLs in Tweet in G2:
[9] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[1] https://twitter.com/sunrisemvmt/status/1254570852638744581
[1] https://www.youtube.com/watch?v=a3RRcHet43A&feature=youtu.be


Top URLs in Tweet in G3:
[6] https://in.reuters.com/article/us-weather-germany-forest-fires/merkel-bemoans-lack-of-rain-as-germany-fears-for-its-forests-idINKCN2270MQ
[5] https://au.news.yahoo.com/coronavirus-climate-australias-chance-shift-161703534.html?soc_src=social-sh&soc_trk=tw
[4] https://twitter.com/jjackx14/status/1183226805408292865
[4] https://www.theguardian.com/world/2020/apr/25/climate-science-deniers-downplaying-coronavirus-pandemic?CMP=share_btn_tw
[4] https://reliefweb.int/report/world/flood-prevention-could-bring-huge-payoff-global-risks-rise
[4] https://www.theguardian.com/environment/2020/apr/26/bushfires-leave-470-plants-and-200-animals-in-dire-straits-government-analysis?CMP=Share_AndroidApp_Tweet
[4] https://www.climatechangenews.com/2020/04/22/climate-activists-form-new-tactics-alliances-amid-coronavirus-lockdown/
[4] https://www.theguardian.com/environment/2020/apr/27/meteorologists-say-2020-on-course-to-be-hottest-year-since-records-began?CMP=share_btn_tw
[4] https://www.metro.news/were-in-a-real-time-laboratory-of-a-more-sustainable-urban-future/1992622/
[4] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year

Top URLs in Tweet in G4:
[4] https://news.nationalgeographic.com/2017/03/how-trump-is-changing-science-environment/
[2] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[1] https://insideclimatenews.org/news/27022018/renewable-energy-cities-clean-power-technology-cdp-report-global-warming-solutions
[1] http://www.businessinsider.com/r-spain-scraps-sun-tax-in-measures-to-cool-electricity-prices-2018-10?r=UK&IR=T
[1] https://twitter.com/CISGroupUK/status/1023092156968443905
[1] http://www.dailymail.co.uk/sciencetech/article-5531961/Interactive-map-shows-impact-global-warming-worldwide.html

Top URLs in Tweet in G5:
[92] https://time.com/5824295/climate-change-future-possibilities/
[4] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[2] https://www.ecowatch.com/save-insects-climate-crisis-2645379032.html
[1] https://ourenvironment.org/
[1] https://twitter.com/amprog/status/1250447835939643394
[1] https://twitter.com/repkenbuck/status/1254892058529030144
[1] https://coyotegulch.blog/2020/04/26/what-we-are-doing-to-coral-reefs-is-akin-to-eliminating-all-the-rainforests-on-the-planet-peter-sale-actonclimate-keepitintheground/
[1] https://twitter.com/climatereality/status/1254174849880199168

Top URLs in Tweet in G6:
[2] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[1] https://tass.com/science/1150215
[1] http://www.upi.com/
[1] https://www.metro.news/were-in-a-real-time-laboratory-of-a-more-sustainable-urban-future/1992622/
[1] https://time.com/5824295/climate-change-future-possibilities/

Top URLs in Tweet in G7:
[4] https://www.rateitgreen.com/green-building-community/discussions/sustainable-building-communities/the-nation-saves-6-for-every-dollar-spent-on-climate-change-resilience/2914
[3] https://www.youtube.com/watch?v=F8R6DoMvzFk&feature=youtu.be

[2] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year
[1] https://www.instagram.com/p/B_fN1iwj-d1/?igshid=f0hx21zd7wxi
[1] https://www.instagram.com/p/B_cvsVTDFSC/?igshid=1e8adju0zslrr
[1] https://www.audubon.org/news/climate-change-pushing-bird-boundaries-community-scientists-confirm
[1] https://www.youtube.com/watch?v=u4-3dn1uK9s&feature=youtu.be

[1] https://www.episcopalnewsservice.org/2020/04/22/diocese-of-san-diego-will-equip-all-its-churches-with-solar-panels/
[1] https://news.uga.edu/electric-buses-transform-ugas-transit-system/
[1] https://www.kold.com/2020/04/22/sahuarita-school-district-moves-forward-with-million-solar-panel-project/

Top URLs in Tweet in G8:
[3] https://twitter.com/nowthisnews/status/1250867305321357312
[2] https://www.abqjournal.com/1447528/now-is-the-time-to-affirm-climate-change-policy.html
[1] https://twitter.com/SustainDC/status/1254119251755098113
[1] https://link.medium.com/cWEjYiUPY5
[1] https://www.westword.com/news/op-ed-cory-gardner-isnt-protecting-coloradans-from-pollution-1169833
[1] https://twitter.com/MikeHudema
[1] https://grist.org/ask-umbra/how-can-i-avoid-wasting-food-during-quarantine/?utm_campaign=climate-in-the-time-of-coronavirus&utm_medium=email&utm_source=newsletter
[1] https://blog.shorts.uk.com/rd-tax-breaks-green-companies?utm_campaign=Innovation%20Taxes&utm_content=119610303&utm_medium=social&utm_source=twitter&hss_channel=tw-216349614
[1] https://twitter.com/dwallacewells/status/1254391801219289088
[1] https://twitter.com/PaulEDawson/status/1254394547234193410

Top URLs in Tweet in G9:
[2] https://www.fayobserver.com/opinion/20200427/dr-josiah-carr-climate-change-makes-us-sick-literally?fbclid=IwAR0tl6TwO-BNEkXH-xKyFUON7q8I5E8CZGyazDHYl-yxhxwUUDBnny4-ZMc
[2] https://twitter.com/nowthisnews/status/1244310684160098307
[1] https://vimeo.com/321767252?ref=tw-share
[1] https://grist.org/justice/coronavirus-is-not-just-a-health-crisis-its-an-environmental-justice-crisis/
[1] https://www.youtube.com/watch?v=7sTPNJachoM&feature=youtu.be

[1] https://www.theguardian.com/environment/2020/apr/23/flooding-double-number-people-worldwide-2030
[1] https://insideclimatenews.org/news/23042020/hurricane-matthew-florence-north-carolina-sea-level-rise-climate-change?utm_source=fb&utm_medium=post&utm_campaign=ClimateNC
[1] https://nclcv.org/clean-cars-tillis
[1] https://www.theguardian.com/environment/2020/apr/20/air-pollution-may-be-key-contributor-to-covid-19-deaths-study
[1] https://www.washingtonpost.com/climate-solutions/2020/04/15/climate-change-affects-everything-even-coronavirus/

Top URLs in Tweet in G10:
[30] https://365sustainabledecisionschallenge.blogspot.com/
[1] https://www.dailykos.com/stories/2020/1/17/1910769/-Renewable-Friday-Scotland-to-Reach-100-Renewable-Energy-This-Year

Top Domains
Top Domains in Tweet in Entire Graph:
[169] dailykos.com
[123] climate-talk.com
[101] time.com
[92] twitter.com
[72] theguardian.com
[45] climate-consulting.com
[41] mission1point5.org
[31] blogspot.com
[14] nytimes.com
[13] youtube.com

Top Domains in Tweet in G1:
[137] dailykos.com
[3] greennewdealcanada.ca
[2] newsweek.com
[1] bloomberg.com
[1] medium.com
[1] weforum.org
[1] govt.nz
[1] trib.al
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G2:
[9] dailykos.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G3:
[21] theguardian.com
[13] twitter.com
[7] climatechangenews.com
[6] reuters.com
[5] yahoo.com
[4] reliefweb.int
[4] metro.news
[4] ecowatch.com
[4] dailykos.com
[3] washingtonpost.com

Top Domains in Tweet in G4:
[4] nationalgeographic.com
[2] dailykos.com
[1] insideclimatenews.org
[1] businessinsider.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G5:
[92] time.com
[4] dailykos.com
[3] twitter.com
[2] ecowatch.com
[1] ourenvironment.org
[1] coyotegulch.blog

Top Domains in Tweet in G6:
[2] dailykos.com
[1] tass.com
[1] upi.com
[1] metro.news
[1] time.com

Top Domains in Tweet in G7:
[4] rateitgreen.com
[4] youtube.com
[2] instagram.com
[2] twitter.com
[2] dailykos.com
[2] citizensclimatelobby.org
[2] yaleclimateconnections.org
[1] audubon.org
[1] episcopalnewsservice.org
[1] uga.edu

Top Domains in Tweet in G8:
[22] twitter.com
[2] theguardian.com
[2] abqjournal.com
[1] medium.com
[1] westword.com
[1] grist.org
[1] uk.com
[1] ecosia.org
[1] activesgv.org
[1] vimeo.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] fayobserver.com
[2] theguardian.com
[1] vimeo.com
[1] grist.org
[1] youtube.com
[1] insideclimatenews.org
[1] nclcv.org
[1] washingtonpost.com
[1] pilotonline.com

Top Domains in Tweet in G10:
[30] blogspot.com
[1] dailykos.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1111] actonclimate
[746] solar
[524] climatechange
[400] renewableenergy
[237] climatecrisis
[220] climate
[140] renewable
[134] watches4nature
[128] wind
[124] climateaction



Top Hashtags in Tweet in G1:
[617] solar
[328] renewableenergy
[323] climatechange
[145] climate
[107] actonclimate
[103] renewable
[102] wind
[96] denmark
[70] belikehim
[68] greennewdeal

Top Hashtags in Tweet in G2:
[140] actonclimate
[65] keepitintheground
[51] solar
[39] climatecrisis
[33] climatechange
[18] renewableenergy
[12] cop26
[10] denmark
[10] renewable
[10] wind

Top Hashtags in Tweet in G3:
[142] actonclimate
[68] climatecrisis
[48] climatechange
[34] climateemergency
[29] fridaysforfuture
[25] climateactionnow
[21] solar
[19] climatechangeisreal
[19] climate
[19] gretathunberg

Top Hashtags in Tweet in G4:
[28] actonclimate
[23] energy
[20] electricity
[16] climatechange
[14] renewable
[14] solar
[14] climate
[11] renewables
[10] coal
[9] arborday

Top Hashtags in Tweet in G5:
[101] actonclimate
[14] solar
[9] climatechange
[7] renewableenergy
[4] climate
[2] climatecrisis
[2] denmark
[2] renewable
[2] wind
[2] cleanenergy

Top Hashtags in Tweet in G6:
[47] greatbarrierreef
[41] nature
[9] actonclimate
[7] climatechange
[6] climatecrisis
[4] solar
[4] earthday
[3] climateemergency
[3] earthdayathome
[3] coronavirus

Top Hashtags in Tweet in G7:
[43] actonclimate
[23] climateaction
[16] climatechange
[12] climatecrisis
[11] coronavirus
[10] climate
[7] cleanenergy
[5] iowa
[5] solar
[5] orclimateaction

Top Hashtags in Tweet in G8:
[61] actonclimate
[10] climatechange
[4] covid19
[3] climatecrisis
[2] worldpenguinday
[2] fossilfree
[2] virtualearthday
[2] climate
[2] energy
[2] biodiversity

Top Hashtags in Tweet in G9:
[28] actonclimate
[3] cleanercars
[2] ks02
[2] parisagreement
[1] vimeo
[1] fighteverycrisis
[1] faithandhealth
[1] covid19
[1] mustread
[1] climateaction

Top Hashtags in Tweet in G10:
[8] sustainability
[8] environmentallyfriendly
[7] actonclimate
[7] sharingsolutions
[6] sustainable
[6] actonclimatechange
[6] climateaction
[5] actnow
[4] solar
[4] charity

Top Words
Top Words in Tweet in Entire Graph:
[4695] Words in Sentiment List#1: Positive
[1214] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[111651] Non-categorized Words
[117560] Total Words
[2990] mikehudema
[1635] nature
[1111] #actonclimate
[1064] solutions
[971] protect

Top Words in Tweet in G1:
[2543] mikehudema
[1390] nature
[865] solutions
[783] let's
[763] protect
[671] amazing
[655] europe
[653] birds
[653] forms
[651] migration

Top Words in Tweet in G2:
[523] pauledawson
[246] climate
[175] mikehudema
[174] emissions
[140] #actonclimate
[133] international
[118] natural
[113] change
[105] needs
[103] currently

Top Words in Tweet in G3:
[142] #actonclimate
[82] climate
[78] mikehudema
[68] #climatecrisis
[49] change
[48] #climatechange
[48] security
[45] alexwitzleben
[36] nature
[35] solutions

Top Words in Tweet in G4:
[50] arikring
[28] mikehudema
[28] #actonclimate
[23] #energy
[23] jackthelad1947
[23] profraywills
[20] #electricity
[18] today
[17] kashthefuturist
[16] planting

Top Words in Tweet in G5:
[104] time
[101] #actonclimate
[100] protect
[93] planet
[92] climatereality
[59] mikehudema
[22] solutions
[14] #solar
[12] planting
[12] trees

Top Words in Tweet in G6:
[87] ryanintheus
[82] given
[82] same
[50] nature
[49] world's
[49] made
[47] killing
[47] #greatbarrierreef
[47] biggest
[47] single

Top Words in Tweet in G7:
[43] #actonclimate
[23] #climateaction
[16] #climatechange
[15] good
[13] brianettling
[13] recent
[12] #climatecrisis
[11] podcast
[11] #coronavirus
[10] more

Top Words in Tweet in G8:
[61] #actonclimate
[12] more
[12] climate
[10] #climatechange
[7] change
[5] need
[5] global
[5] communities
[4] emissions
[4] warming

Top Words in Tweet in G9:
[28] #actonclimate
[23] climate
[19] lcvoters
[17] change
[14] more
[6] urge
[6] senthomtillis
[6] one
[6] coronavirus
[6] pandemic

Top Words in Tweet in G10:
[85] sustainable
[76] 365
[76] challenge
[69] erlijng
[69] more
[67] decisions
[40] ironing
[22] #sustain
[21] really
[20] washing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[812] let's,protect
[806] protect,nature
[721] nature,amazing
[717] nature,forms
[716] amazing,migration
[716] migration,birds
[716] birds,europe
[716] europe,traced
[716] traced,gps
[716] gps,incredible

Top Word Pairs in Tweet in G1:
[732] let's,protect
[722] protect,nature
[655] nature,amazing
[652] nature,forms
[651] amazing,migration
[651] migration,birds
[651] birds,europe
[651] europe,traced
[651] traced,gps
[651] gps,incredible

Top Word Pairs in Tweet in G2:
[103] reduce,emissions
[86] ecocide,needs
[86] needs,become
[86] become,international
[86] international,crime
[86] crime,hold
[86] hold,business
[86] business,leaders
[86] leaders,people
[86] people,significant

Top Word Pairs in Tweet in G3:
[42] climate,change
[24] nato,review
[24] review,published
[24] published,article
[24] article,planetary
[24] planetary,security
[24] security,security
[24] security,implications
[24] implications,climate
[24] change,rts

Top Word Pairs in Tweet in G4:
[15] mwt2008,mslonesomeblues
[15] mslonesomeblues,fss_tech
[15] fss_tech,profraywills
[15] profraywills,kashthefuturist
[13] #renewable,#energy
[12] #climate,change
[11] kashthefuturist,paula_piccard
[10] hanslak,thenergynet
[10] fossil,fuels
[9] today,#arborday

Top Word Pairs in Tweet in G5:
[94] time,#actonclimate
[94] #actonclimate,protect
[92] protect,planet
[89] climatereality,time
[9] fight,#climatechange
[8] fossil,fuels
[7] mikehudema,pakistan
[7] pakistan,planting
[7] planting,10
[7] 10,billion

Top Word Pairs in Tweet in G6:
[47] killing,#greatbarrierreef
[47] #greatbarrierreef,world's
[47] world's,biggest
[47] biggest,single
[47] single,structure
[47] structure,made
[47] made,living
[47] living,organisms
[47] organisms,thanks
[46] ryanintheus,killing

Top Word Pairs in Tweet in G7:
[13] good,recent
[9] #actonclimate,good
[9] recent,citizenscradio
[9] citizenscradio,podcast
[9] podcast,eco
[9] eco,grief
[9] grief,during
[9] during,#coronavirus
[9] #coronavirus,mourning
[9] mourning,host

Top Word Pairs in Tweet in G8:
[5] climate,change
[3] quinault,nation
[3] more,#actonclimate
[3] #climatechange,#actonclimate
[2] thrive,harsh
[2] harsh,antarctica
[2] antarctica,protecting
[2] protecting,another
[2] another,reason
[2] reason,slow

Top Word Pairs in Tweet in G9:
[17] climate,change
[6] change,coronavirus
[6] coronavirus,pandemic
[6] pandemic,directly
[6] directly,connected
[6] connected,climate
[6] change,threat
[6] threat,multiplier
[5] senatorburr,state
[5] state,local

Top Word Pairs in Tweet in G10:
[76] 365,sustainable
[67] sustainable,decisions
[67] decisions,challenge
[61] erlijng,365
[22] more,#sustain
[20] challenge,#252
[20] #252,ironing
[20] ironing,really
[20] really,needs
[20] needs,ironing

Top Replied-To
Top Replied-To in Entire Graph:
@amazingchevvolt
@richardmunang
@amythunig
@gretathunberg
@pauledawson
@greenpeaceqc
@shareaction
@thomtillis
@susd30
@amnasoomro10

Top Replied-To in G2:
@pauledawson

Top Replied-To in G3:
@gretathunberg
@greenpeaceqc
@amnasoomro10
@morganstanley
@krvast

Top Replied-To in G4:
@amazingchevvolt
@profraywills
@mwt2008

Top Replied-To in G7:
@susd30
@leahstokes

Top Replied-To in G9:
@thomtillis

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@climatereality
@ryanintheus
@erlijng
@arikring
@espanto2001
@alexwitzleben
@saleemulhuq
@gretathunberg

Top Mentioned in G1:
@mikehudema
@gretathunberg
@harbourairltd
@justintrudeau
@disfolddotcom
@ipcc_ch
@amielone_
@ajplus
@naomiaklein

Top Mentioned in G2:
@pauledawson
@mikehudema
@saleemulhuq
@icccad
@ajsdecepida
@joebiden
@ryanintheus
@channingdutton
@tullowoil

Top Mentioned in G3:
@mikehudema
@alexwitzleben
@defendourfuture
@alex_verbeek
@mubiruhumble
@gretathunberg
@amnasoomro10
@ourfuturebot
@pauledawson
@brothadestin

Top Mentioned in G4:
@arikring
@mikehudema
@jackthelad1947
@profraywills
@kashthefuturist
@mslonesomeblues
@fss_tech
@mwt2008
@paula_piccard
@hanslak

Top Mentioned in G5:
@climatereality
@mikehudema
@vanessa_vash
@theriseupmovem1
@pauledawson
@ryanintheus
@harbourairltd
@gretathunberg
@iiumecoclub

Top Mentioned in G6:
@ryanintheus
@mikehudema
@pauledawson
@alexwitzleben
@mubiruhumble
@gretathunberg
@jayoung1892
@climatereality

Top Mentioned in G7:
@brianettling
@citizenscradio
@herna
@mikehudema
@zeroenergybldgs
@youtube
@chuckgrassley
@joniernst
@elliemcohen1

Top Mentioned in G8:

Top Mentioned in G9:
@lcvoters
@realdonaldtrump
@senthomtillis
@senatorburr
@yecaction
@ncipl
@nclcv
@william_hayao
@socalyeca
@thomtillis

Top Mentioned in G10:
@erlijng
@mikehudema
@ryanintheus

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@robinsnewswire
@jurylady5
@chidambara09
@evankirstel
@drdaveanddee
@honeymoongondol
@yojudenz
@chuddles11
@onahunttoday

Top Tweeters in G1:
@chidambara09
@drdaveanddee
@chrisbrey1
@davidbewart
@willseattle
@bellesapepper37
@btzmedina
@markplackett1
@de_plazza
@daveyk317

Top Tweeters in G2:
@chuddles11
@hazelglasgow
@kenkircher1
@3wombats
@b1e56df9ce6549f
@ken_crichlow
@annie5133
@aluthiger
@frackhazreveal
@glasgow_watch

Top Tweeters in G3:
@oldlady12345
@mccarrenbill
@allan_crawshaw
@aurora_umezawa
@lseefeldt3
@taggartrehnn
@b_kaka4
@jobutlerthomas
@drspockets
@djmusgr

Top Tweeters in G4:
@robinsnewswire
@evankirstel
@normanbuffong
@morgfair
@cberrl
@tyberzannxxxx
@charluv2011
@luribea68
@amazingchevvolt
@rbjron

Top Tweeters in G5:
@ggg_says
@mjgarciakcmo
@gabdavilla
@noadanioz
@ineeshadvs
@ukrayan
@pislovely
@isibams
@coyotegulch
@goldishcj

Top Tweeters in G6:
@1loriking
@jayoung1892
@artytrace
@dwilliams1001
@vahsin
@content_retired
@hjmovingfaraway
@joycehermit
@1snoozyq
@petesrod

Top Tweeters in G7:
@washingtonpost
@latimes
@nvsdata
@eco1start
@annajanejoyner
@citizensclimate
@youtube
@energy
@intlcodecouncil
@wrirosscities

Top Tweeters in G8:
@iam__network
@futureworldcen
@clime_it
@jimwitkins
@clearlynm
@bridcph
@hbcugreenfund
@cclsvn
@alaskawild
@lizbernstein

Top Tweeters in G9:
@whysharksmatter
@aine
@virginianpilot
@andreww66619812
@shaundakin
@phosphoria31
@daily_press
@charlieinutah
@milleroval
@fayobserver

Top Tweeters in G10:
@yojudenz
@reneeandsharon
@allampatriots
@awkward_1110
@lfkraus
@aliadair22
@oce2005
@brerbradshaw
@jenjavajunky
@lori_tech


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